Modelpublic

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run3_AugV5_k100_task1_organization

sourceHugging Faceupdated 2y agoView on Hugging Face

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ArabicNewSplits2FineTuningAraBERTrun3AugV5k100task1organization

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: 0.9821
—Qwk: 0.5511
—Mse: 0.9821
—Rmse: 0.9910

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	0.0050	2	4.9357	-0.0238	4.9357	2.2216
No log	0.0099	4	3.1123	0.0589	3.1123	1.7642
No log	0.0149	6	1.8930	0.1383	1.8930	1.3759
No log	0.0198	8	1.6165	0.0182	1.6165	1.2714
No log	0.0248	10	1.6173	0.0167	1.6173	1.2717
No log	0.0297	12	1.2527	0.0345	1.2527	1.1192
No log	0.0347	14	1.1217	0.1946	1.1217	1.0591
No log	0.0396	16	1.1197	0.2090	1.1197	1.0582
No log	0.0446	18	1.2116	0.2868	1.2116	1.1007
No log	0.0495	20	1.4816	0.0245	1.4816	1.2172
No log	0.0545	22	1.4473	0.0436	1.4473	1.2030
No log	0.0594	24	1.2725	0.1359	1.2725	1.1281
No log	0.0644	26	1.2177	0.1562	1.2177	1.1035
No log	0.0693	28	1.1435	0.3498	1.1435	1.0693
No log	0.0743	30	1.0965	0.3050	1.0965	1.0471
No log	0.0792	32	1.1515	0.3696	1.1515	1.0731
No log	0.0842	34	1.0981	0.262	1.0981	1.0479
No log	0.0891	36	1.0560	0.262	1.0560	1.0276
No log	0.0941	38	1.0505	0.2885	1.0505	1.0250
No log	0.0990	40	1.0849	0.2556	1.0849	1.0416
No log	0.1040	42	1.1229	0.2633	1.1229	1.0597
No log	0.1089	44	1.2844	0.2686	1.2844	1.1333
No log	0.1139	46	1.1989	0.3234	1.1989	1.0949
No log	0.1188	48	1.2036	0.2742	1.2036	1.0971
No log	0.1238	50	1.2754	0.2215	1.2754	1.1293
No log	0.1287	52	1.4076	0.0542	1.4076	1.1864
No log	0.1337	54	1.4155	0.1582	1.4155	1.1897
No log	0.1386	56	1.4714	0.1358	1.4714	1.2130
No log	0.1436	58	1.5473	0.0941	1.5473	1.2439
No log	0.1485	60	1.3799	0.1216	1.3799	1.1747
No log	0.1535	62	1.1919	0.2554	1.1919	1.0917
No log	0.1584	64	1.1555	0.3382	1.1555	1.0749
No log	0.1634	66	1.1851	0.2721	1.1851	1.0886
No log	0.1683	68	1.1847	0.2667	1.1847	1.0884
No log	0.1733	70	1.1082	0.3346	1.1082	1.0527
No log	0.1782	72	1.0470	0.2321	1.0470	1.0232
No log	0.1832	74	1.0072	0.262	1.0072	1.0036
No log	0.1881	76	1.0314	0.1850	1.0314	1.0156
No log	0.1931	78	1.2340	0.2196	1.2340	1.1108
No log	0.1980	80	1.2835	0.2313	1.2835	1.1329
No log	0.2030	82	1.1690	0.2826	1.1690	1.0812
No log	0.2079	84	1.1292	0.3065	1.1292	1.0626
No log	0.2129	86	1.2492	0.1702	1.2492	1.1177
No log	0.2178	88	1.2318	0.2273	1.2318	1.1099
No log	0.2228	90	1.2582	0.4167	1.2582	1.1217
No log	0.2277	92	1.2710	0.2960	1.2710	1.1274
No log	0.2327	94	1.2468	0.25	1.2468	1.1166
No log	0.2376	96	1.2331	0.2263	1.2331	1.1104
No log	0.2426	98	1.2291	0.2579	1.2291	1.1086
No log	0.2475	100	1.2019	0.3447	1.2019	1.0963
No log	0.2525	102	1.1477	0.2831	1.1477	1.0713
No log	0.2574	104	1.1269	0.3017	1.1269	1.0616
No log	0.2624	106	1.0622	0.2878	1.0622	1.0306
No log	0.2673	108	1.0792	0.3457	1.0792	1.0388
No log	0.2723	110	1.1760	0.3418	1.1760	1.0844
No log	0.2772	112	1.2486	0.3418	1.2486	1.1174
No log	0.2822	114	1.2450	0.2723	1.2450	1.1158
No log	0.2871	116	1.2722	0.3227	1.2722	1.1279
No log	0.2921	118	1.3742	0.1805	1.3742	1.1723
No log	0.2970	120	1.3342	0.2831	1.3342	1.1551
No log	0.3020	122	1.0444	0.3187	1.0444	1.0220
No log	0.3069	124	0.9945	0.4375	0.9945	0.9972
No log	0.3119	126	1.0218	0.3523	1.0218	1.0109
No log	0.3168	128	1.0475	0.2768	1.0475	1.0235
No log	0.3218	130	1.1948	0.3236	1.1948	1.0931
No log	0.3267	132	1.2954	0.4194	1.2954	1.1381
No log	0.3317	134	1.3539	0.4454	1.3539	1.1636
No log	0.3366	136	1.4191	0.3831	1.4191	1.1913
No log	0.3416	138	1.3298	0.3553	1.3298	1.1532
No log	0.3465	140	1.1964	0.2633	1.1964	1.0938
No log	0.3515	142	1.1329	0.2633	1.1329	1.0644
No log	0.3564	144	1.0833	0.2633	1.0833	1.0408
No log	0.3614	146	1.0495	0.2500	1.0495	1.0244
No log	0.3663	148	1.0909	0.4474	1.0909	1.0445
No log	0.3713	150	1.0878	0.3750	1.0878	1.0430
No log	0.3762	152	1.0173	0.3990	1.0173	1.0086
No log	0.3812	154	1.0111	0.3571	1.0111	1.0056
No log	0.3861	156	1.1106	0.4249	1.1106	1.0539
No log	0.3911	158	1.3480	0.3515	1.3480	1.1611
No log	0.3960	160	1.6070	0.3605	1.6070	1.2677
No log	0.4010	162	1.6749	0.3157	1.6749	1.2942
No log	0.4059	164	1.7675	0.3228	1.7675	1.3295
No log	0.4109	166	1.6769	0.2573	1.6769	1.2950
No log	0.4158	168	1.5514	0.2658	1.5514	1.2456
No log	0.4208	170	1.4129	0.3166	1.4129	1.1887
No log	0.4257	172	1.2628	0.2760	1.2628	1.1237
No log	0.4307	174	1.1732	0.3898	1.1732	1.0832
No log	0.4356	176	1.1915	0.2762	1.1915	1.0916
No log	0.4406	178	1.2539	0.2762	1.2539	1.1198
No log	0.4455	180	1.3108	0.2806	1.3108	1.1449
No log	0.4505	182	1.3564	0.2597	1.3564	1.1646
No log	0.4554	184	1.3639	0.1873	1.3639	1.1679
No log	0.4604	186	1.3255	0.1873	1.3255	1.1513
No log	0.4653	188	1.1675	0.2862	1.1675	1.0805
No log	0.4703	190	1.1543	0.3679	1.1543	1.0744
No log	0.4752	192	1.3006	0.2282	1.3006	1.1405
No log	0.4802	194	1.4578	0.2100	1.4578	1.2074
No log	0.4851	196	1.4122	0.2212	1.4122	1.1883
No log	0.4901	198	1.2729	0.3186	1.2729	1.1282
No log	0.4950	200	1.2833	0.2593	1.2833	1.1328
No log	0.5	202	1.3564	0.2427	1.3564	1.1646
No log	0.5050	204	1.2966	0.3034	1.2966	1.1387
No log	0.5099	206	1.3056	0.3630	1.3056	1.1426
No log	0.5149	208	1.3959	0.4017	1.3959	1.1815
No log	0.5198	210	1.3393	0.3841	1.3393	1.1573
No log	0.5248	212	1.2200	0.4518	1.2200	1.1045
No log	0.5297	214	1.0861	0.4595	1.0861	1.0421
No log	0.5347	216	1.0608	0.4307	1.0608	1.0299
No log	0.5396	218	1.0755	0.4307	1.0755	1.0371
No log	0.5446	220	1.1157	0.4119	1.1157	1.0563
No log	0.5495	222	1.1533	0.4038	1.1533	1.0739
No log	0.5545	224	1.1522	0.4595	1.1522	1.0734
No log	0.5594	226	1.1349	0.4038	1.1349	1.0653
No log	0.5644	228	1.0934	0.4119	1.0934	1.0457
No log	0.5693	230	1.0646	0.4119	1.0646	1.0318
No log	0.5743	232	1.0699	0.4038	1.0699	1.0344
No log	0.5792	234	1.0396	0.4083	1.0396	1.0196
No log	0.5842	236	0.9948	0.4083	0.9948	0.9974
No log	0.5891	238	0.9714	0.4083	0.9714	0.9856
No log	0.5941	240	1.0678	0.4615	1.0678	1.0333
No log	0.5990	242	1.2301	0.5129	1.2301	1.1091
No log	0.6040	244	1.4834	0.4065	1.4834	1.2179
No log	0.6089	246	1.5747	0.3352	1.5747	1.2549
No log	0.6139	248	1.3678	0.4052	1.3678	1.1695
No log	0.6188	250	1.2532	0.4786	1.2532	1.1194
No log	0.6238	252	1.1258	0.5281	1.1258	1.0610
No log	0.6287	254	1.0911	0.5276	1.0911	1.0445
No log	0.6337	256	1.0899	0.5276	1.0899	1.0440
No log	0.6386	258	1.1766	0.4908	1.1766	1.0847
No log	0.6436	260	1.2381	0.3590	1.2381	1.1127
No log	0.6485	262	1.2235	0.3208	1.2235	1.1061
No log	0.6535	264	1.2018	0.3812	1.2018	1.0963
No log	0.6584	266	1.1227	0.5072	1.1227	1.0596
No log	0.6634	268	1.0149	0.4853	1.0149	1.0074
No log	0.6683	270	0.9836	0.4633	0.9836	0.9918
No log	0.6733	272	0.9864	0.3613	0.9864	0.9932
No log	0.6782	274	1.0709	0.5874	1.0709	1.0349
No log	0.6832	276	1.1277	0.4886	1.1277	1.0619
No log	0.6881	278	1.2038	0.4625	1.2038	1.0972
No log	0.6931	280	1.3007	0.3747	1.3007	1.1405
No log	0.6980	282	1.3318	0.3992	1.3318	1.1540
No log	0.7030	284	1.2379	0.4375	1.2379	1.1126
No log	0.7079	286	1.1530	0.4793	1.1530	1.0738
No log	0.7129	288	1.1318	0.4153	1.1318	1.0639
No log	0.7178	290	1.1684	0.4375	1.1684	1.0809
No log	0.7228	292	1.1873	0.4512	1.1873	1.0896
No log	0.7277	294	1.1213	0.4296	1.1213	1.0589
No log	0.7327	296	1.0579	0.4971	1.0579	1.0285
No log	0.7376	298	0.9665	0.4320	0.9665	0.9831
No log	0.7426	300	0.9158	0.4493	0.9158	0.9570
No log	0.7475	302	0.8865	0.35	0.8865	0.9415
No log	0.7525	304	0.8994	0.35	0.8994	0.9483
No log	0.7574	306	0.9727	0.4750	0.9727	0.9863
No log	0.7624	308	1.1546	0.4864	1.1546	1.0745
No log	0.7673	310	1.3590	0.3654	1.3590	1.1658
No log	0.7723	312	1.5771	0.3373	1.5771	1.2558
No log	0.7772	314	1.6051	0.4159	1.6051	1.2669
No log	0.7822	316	1.4622	0.4375	1.4622	1.2092
No log	0.7871	318	1.3406	0.4499	1.3406	1.1578
No log	0.7921	320	1.1896	0.4504	1.1896	1.0907
No log	0.7970	322	1.1480	0.4375	1.1480	1.0714
No log	0.8020	324	1.1282	0.4141	1.1282	1.0622
No log	0.8069	326	1.1677	0.4141	1.1677	1.0806
No log	0.8119	328	1.2263	0.4627	1.2263	1.1074
No log	0.8168	330	1.2735	0.4627	1.2735	1.1285
No log	0.8218	332	1.1776	0.4752	1.1776	1.0852
No log	0.8267	334	1.0808	0.5	1.0808	1.0396
No log	0.8317	336	1.0045	0.5038	1.0045	1.0022
No log	0.8366	338	0.9546	0.5408	0.9546	0.9770
No log	0.8416	340	0.9051	0.5822	0.9051	0.9514
No log	0.8465	342	0.8683	0.6098	0.8683	0.9318
No log	0.8515	344	0.8552	0.6176	0.8552	0.9247
No log	0.8564	346	0.8584	0.6037	0.8584	0.9265
No log	0.8614	348	0.8698	0.5666	0.8698	0.9326
No log	0.8663	350	0.8902	0.5637	0.8902	0.9435
No log	0.8713	352	0.8769	0.4798	0.8769	0.9364
No log	0.8762	354	0.9089	0.4872	0.9089	0.9534
No log	0.8812	356	0.9778	0.5111	0.9778	0.9888
No log	0.8861	358	0.9319	0.4850	0.9319	0.9653
No log	0.8911	360	0.9100	0.4798	0.9100	0.9539
No log	0.8960	362	0.9627	0.4942	0.9627	0.9812
No log	0.9010	364	0.9823	0.5183	0.9823	0.9911
No log	0.9059	366	1.0074	0.5525	1.0074	1.0037
No log	0.9109	368	1.0543	0.5634	1.0543	1.0268
No log	0.9158	370	1.0450	0.5349	1.0450	1.0223
No log	0.9208	372	0.9326	0.5980	0.9326	0.9657
No log	0.9257	374	0.8543	0.6192	0.8543	0.9243
No log	0.9307	376	0.8404	0.5770	0.8404	0.9167
No log	0.9356	378	0.8401	0.5732	0.8401	0.9165
No log	0.9406	380	0.8883	0.6087	0.8883	0.9425
No log	0.9455	382	0.9518	0.5584	0.9518	0.9756
No log	0.9505	384	0.9798	0.5562	0.9798	0.9898
No log	0.9554	386	0.9811	0.5562	0.9811	0.9905
No log	0.9604	388	0.8988	0.6020	0.8988	0.9481
No log	0.9653	390	0.9030	0.6020	0.9030	0.9502
No log	0.9703	392	0.8765	0.6336	0.8765	0.9362
No log	0.9752	394	0.8368	0.6057	0.8368	0.9147
No log	0.9802	396	0.8354	0.5476	0.8354	0.9140
No log	0.9851	398	0.8349	0.5825	0.8349	0.9138
No log	0.9901	400	0.8809	0.6223	0.8809	0.9386
No log	0.9950	402	0.9729	0.5699	0.9729	0.9864
No log	1.0	404	1.1080	0.5352	1.1080	1.0526
No log	1.0050	406	1.2270	0.5352	1.2270	1.1077
No log	1.0099	408	1.3309	0.4886	1.3309	1.1537
No log	1.0149	410	1.3369	0.4772	1.3369	1.1562
No log	1.0198	412	1.3500	0.4545	1.3500	1.1619
No log	1.0248	414	1.3357	0.4762	1.3357	1.1557
No log	1.0297	416	1.2972	0.4906	1.2972	1.1389
No log	1.0347	418	1.3383	0.4770	1.3383	1.1569
No log	1.0396	420	1.4187	0.4336	1.4187	1.1911
No log	1.0446	422	1.4708	0.3647	1.4708	1.2128
No log	1.0495	424	1.5184	0.3647	1.5184	1.2322
No log	1.0545	426	1.5409	0.3986	1.5409	1.2413
No log	1.0594	428	1.3764	0.4755	1.3764	1.1732
No log	1.0644	430	1.1735	0.4912	1.1735	1.0833
No log	1.0693	432	1.0187	0.5511	1.0187	1.0093
No log	1.0743	434	0.9748	0.5534	0.9748	0.9873
No log	1.0792	436	0.9672	0.5656	0.9672	0.9835
No log	1.0842	438	0.9265	0.5870	0.9265	0.9626
No log	1.0891	440	0.9090	0.5857	0.9090	0.9534
No log	1.0941	442	0.9158	0.4864	0.9158	0.9570
No log	1.0990	444	0.9285	0.4522	0.9285	0.9636
No log	1.1040	446	0.9140	0.4773	0.9140	0.9560
No log	1.1089	448	0.8895	0.4773	0.8895	0.9431
No log	1.1139	450	0.8663	0.544	0.8663	0.9308
No log	1.1188	452	0.8693	0.544	0.8693	0.9323
No log	1.1238	454	0.9082	0.6241	0.9082	0.9530
No log	1.1287	456	0.9945	0.5785	0.9945	0.9972
No log	1.1337	458	1.0770	0.5162	1.0770	1.0378
No log	1.1386	460	1.1112	0.4912	1.1112	1.0541
No log	1.1436	462	1.0793	0.4912	1.0793	1.0389
No log	1.1485	464	1.0289	0.4713	1.0289	1.0144
No log	1.1535	466	0.9692	0.4481	0.9692	0.9845
No log	1.1584	468	0.9534	0.3919	0.9534	0.9764
No log	1.1634	470	0.9525	0.4219	0.9525	0.9759
No log	1.1683	472	0.9268	0.3931	0.9268	0.9627
No log	1.1733	474	0.9175	0.3694	0.9175	0.9578
No log	1.1782	476	0.9073	0.4498	0.9073	0.9525
No log	1.1832	478	0.8522	0.4771	0.8522	0.9231
No log	1.1881	480	0.8317	0.4838	0.8317	0.9120
No log	1.1931	482	0.8338	0.5932	0.8338	0.9131
No log	1.1980	484	0.8484	0.6119	0.8484	0.9211
No log	1.2030	486	0.8750	0.5557	0.8750	0.9354
No log	1.2079	488	0.8524	0.5814	0.8524	0.9233
No log	1.2129	490	0.8417	0.5909	0.8417	0.9174
No log	1.2178	492	0.8359	0.4714	0.8359	0.9143
No log	1.2228	494	0.8178	0.4137	0.8178	0.9043
No log	1.2277	496	0.7992	0.5099	0.7992	0.8940
No log	1.2327	498	0.8252	0.5613	0.8252	0.9084
0.4531	1.2376	500	0.8762	0.5146	0.8762	0.9360
0.4531	1.2426	502	0.8671	0.4629	0.8671	0.9312
0.4531	1.2475	504	0.9323	0.5661	0.9323	0.9655
0.4531	1.2525	506	1.2185	0.4653	1.2185	1.1038
0.4531	1.2574	508	1.5504	0.3422	1.5504	1.2452
0.4531	1.2624	510	1.8535	0.3255	1.8535	1.3614
0.4531	1.2673	512	2.0808	0.2289	2.0808	1.4425
0.4531	1.2723	514	2.0991	0.2174	2.0991	1.4488
0.4531	1.2772	516	2.0383	0.2450	2.0383	1.4277
0.4531	1.2822	518	1.9103	0.2450	1.9103	1.3821
0.4531	1.2871	520	1.7005	0.3761	1.7005	1.3040
0.4531	1.2921	522	1.5099	0.4190	1.5099	1.2288
0.4531	1.2970	524	1.3680	0.4402	1.3680	1.1696
0.4531	1.3020	526	1.2379	0.4526	1.2379	1.1126
0.4531	1.3069	528	1.0763	0.5027	1.0763	1.0375
0.4531	1.3119	530	1.0147	0.5798	1.0147	1.0073
0.4531	1.3168	532	1.0561	0.5331	1.0561	1.0277
0.4531	1.3218	534	1.0619	0.4944	1.0619	1.0305
0.4531	1.3267	536	1.1031	0.4698	1.1031	1.0503
0.4531	1.3317	538	1.0899	0.3889	1.0899	1.0440
0.4531	1.3366	540	1.0968	0.3447	1.0968	1.0473
0.4531	1.3416	542	1.0765	0.2987	1.0765	1.0376
0.4531	1.3465	544	1.0438	0.3123	1.0438	1.0217
0.4531	1.3515	546	1.0557	0.3022	1.0557	1.0275
0.4531	1.3564	548	1.1581	0.3746	1.1581	1.0761
0.4531	1.3614	550	1.2355	0.3864	1.2355	1.1115
0.4531	1.3663	552	1.3172	0.4408	1.3172	1.1477
0.4531	1.3713	554	1.3177	0.4227	1.3177	1.1479
0.4531	1.3762	556	1.3171	0.4234	1.3171	1.1477
0.4531	1.3812	558	1.2517	0.3394	1.2517	1.1188
0.4531	1.3861	560	1.2287	0.4142	1.2287	1.1085
0.4531	1.3911	562	1.2327	0.4292	1.2327	1.1103
0.4531	1.3960	564	1.2204	0.4018	1.2204	1.1047
0.4531	1.4010	566	1.1831	0.4018	1.1831	1.0877
0.4531	1.4059	568	1.1323	0.4009	1.1323	1.0641
0.4531	1.4109	570	1.0895	0.4018	1.0895	1.0438
0.4531	1.4158	572	1.0866	0.4288	1.0866	1.0424
0.4531	1.4208	574	1.1116	0.4136	1.1116	1.0543
0.4531	1.4257	576	1.1785	0.4142	1.1785	1.0856
0.4531	1.4307	578	1.1985	0.3264	1.1985	1.0947
0.4531	1.4356	580	1.1717	0.2776	1.1717	1.0825
0.4531	1.4406	582	1.1555	0.3591	1.1555	1.0750
0.4531	1.4455	584	1.1827	0.3591	1.1827	1.0875
0.4531	1.4505	586	1.1545	0.4142	1.1545	1.0745
0.4531	1.4554	588	1.1042	0.4027	1.1042	1.0508
0.4531	1.4604	590	1.0908	0.4027	1.0908	1.0444
0.4531	1.4653	592	1.0538	0.4167	1.0538	1.0266
0.4531	1.4703	594	1.0154	0.4639	1.0154	1.0077
0.4531	1.4752	596	0.9907	0.375	0.9907	0.9953
0.4531	1.4802	598	0.9940	0.3611	0.9940	0.9970
0.4531	1.4851	600	0.9836	0.4357	0.9836	0.9918
0.4531	1.4901	602	0.9253	0.4172	0.9253	0.9619
0.4531	1.4950	604	0.8319	0.4958	0.8319	0.9121
0.4531	1.5	606	0.8587	0.5720	0.8587	0.9267
0.4531	1.5050	608	0.8663	0.5437	0.8663	0.9307
0.4531	1.5099	610	0.8759	0.5289	0.8759	0.9359
0.4531	1.5149	612	0.9132	0.4181	0.9132	0.9556
0.4531	1.5198	614	0.9933	0.5067	0.9933	0.9966
0.4531	1.5248	616	1.0318	0.4720	1.0318	1.0158
0.4531	1.5297	618	1.0972	0.4908	1.0972	1.0475
0.4531	1.5347	620	1.1425	0.4935	1.1425	1.0689
0.4531	1.5396	622	1.0897	0.5251	1.0897	1.0439
0.4531	1.5446	624	1.0497	0.5104	1.0497	1.0246
0.4531	1.5495	626	0.9939	0.4826	0.9939	0.9969
0.4531	1.5545	628	0.9945	0.4864	0.9945	0.9972
0.4531	1.5594	630	1.0060	0.4776	1.0060	1.0030
0.4531	1.5644	632	0.9395	0.5307	0.9395	0.9693
0.4531	1.5693	634	0.8856	0.5174	0.8856	0.9410
0.4531	1.5743	636	0.8755	0.5282	0.8755	0.9357
0.4531	1.5792	638	0.8630	0.5737	0.8630	0.9290
0.4531	1.5842	640	0.8757	0.5282	0.8757	0.9358
0.4531	1.5891	642	0.9294	0.5067	0.9294	0.9641
0.4531	1.5941	644	0.9546	0.4720	0.9546	0.9771
0.4531	1.5990	646	1.0343	0.4748	1.0343	1.0170
0.4531	1.6040	648	1.0207	0.4748	1.0207	1.0103
0.4531	1.6089	650	0.9838	0.4854	0.9838	0.9918
0.4531	1.6139	652	0.9719	0.5	0.9719	0.9859
0.4531	1.6188	654	0.9613	0.5	0.9613	0.9805
0.4531	1.6238	656	1.0247	0.5385	1.0247	1.0123
0.4531	1.6287	658	1.0280	0.5287	1.0280	1.0139
0.4531	1.6337	660	0.9443	0.5	0.9443	0.9717
0.4531	1.6386	662	0.8940	0.4441	0.8940	0.9455
0.4531	1.6436	664	0.9269	0.5398	0.9269	0.9627
0.4531	1.6485	666	0.9596	0.4926	0.9596	0.9796
0.4531	1.6535	668	0.9790	0.4156	0.9790	0.9894
0.4531	1.6584	670	0.9903	0.4452	0.9903	0.9951
0.4531	1.6634	672	1.0195	0.3650	1.0195	1.0097
0.4531	1.6683	674	1.0359	0.4652	1.0359	1.0178
0.4531	1.6733	676	1.0504	0.4713	1.0504	1.0249
0.4531	1.6782	678	1.0495	0.4375	1.0495	1.0245
0.4531	1.6832	680	1.0497	0.4440	1.0497	1.0246
0.4531	1.6881	682	1.0802	0.3609	1.0802	1.0393
0.4531	1.6931	684	1.1347	0.4343	1.1347	1.0652
0.4531	1.6980	686	1.0292	0.4358	1.0292	1.0145
0.4531	1.7030	688	0.9660	0.4493	0.9660	0.9829
0.4531	1.7079	690	0.9407	0.4231	0.9407	0.9699
0.4531	1.7129	692	0.9090	0.4231	0.9090	0.9534
0.4531	1.7178	694	0.8895	0.5833	0.8895	0.9431
0.4531	1.7228	696	0.8752	0.5668	0.8752	0.9355
0.4531	1.7277	698	0.8695	0.5833	0.8695	0.9325
0.4531	1.7327	700	0.8986	0.52	0.8986	0.9480
0.4531	1.7376	702	0.9505	0.5627	0.9505	0.9749
0.4531	1.7426	704	1.0178	0.5333	1.0178	1.0089
0.4531	1.7475	706	1.0807	0.5070	1.0807	1.0396
0.4531	1.7525	708	1.1392	0.4851	1.1392	1.0674
0.4531	1.7574	710	1.1468	0.4966	1.1468	1.0709
0.4531	1.7624	712	1.1628	0.5164	1.1628	1.0783
0.4531	1.7673	714	1.1921	0.5164	1.1921	1.0918
0.4531	1.7723	716	1.1857	0.4955	1.1857	1.0889
0.4531	1.7772	718	1.2388	0.5141	1.2388	1.1130
0.4531	1.7822	720	1.3674	0.4780	1.3674	1.1694
0.4531	1.7871	722	1.3529	0.4668	1.3529	1.1631
0.4531	1.7921	724	1.3059	0.4457	1.3059	1.1428
0.4531	1.7970	726	1.2201	0.4706	1.2201	1.1046
0.4531	1.8020	728	1.1836	0.4713	1.1836	1.0879
0.4531	1.8069	730	1.1433	0.4713	1.1433	1.0692
0.4531	1.8119	732	1.0959	0.4360	1.0959	1.0468
0.4531	1.8168	734	1.0444	0.5012	1.0444	1.0220
0.4531	1.8218	736	1.0141	0.5396	1.0141	1.0070
0.4531	1.8267	738	0.9965	0.4234	0.9965	0.9982
0.4531	1.8317	740	0.9968	0.496	0.9968	0.9984
0.4531	1.8366	742	1.0185	0.5630	1.0185	1.0092
0.4531	1.8416	744	0.9768	0.5420	0.9768	0.9883
0.4531	1.8465	746	0.9609	0.5420	0.9609	0.9803
0.4531	1.8515	748	0.9557	0.5135	0.9557	0.9776
0.4531	1.8564	750	0.9628	0.5310	0.9628	0.9812
0.4531	1.8614	752	0.9564	0.4813	0.9564	0.9779
0.4531	1.8663	754	0.9496	0.4842	0.9496	0.9744
0.4531	1.8713	756	0.9474	0.5111	0.9474	0.9734
0.4531	1.8762	758	0.9335	0.4779	0.9335	0.9662
0.4531	1.8812	760	0.8951	0.5310	0.8951	0.9461
0.4531	1.8861	762	0.8879	0.6163	0.8879	0.9423
0.4531	1.8911	764	0.8865	0.616	0.8865	0.9416
0.4531	1.8960	766	0.8732	0.6419	0.8732	0.9344
0.4531	1.9010	768	0.8850	0.5789	0.8850	0.9407
0.4531	1.9059	770	0.9518	0.5533	0.9518	0.9756
0.4531	1.9109	772	1.0149	0.5297	1.0149	1.0074
0.4531	1.9158	774	1.1081	0.5489	1.1081	1.0527
0.4531	1.9208	776	1.2002	0.5132	1.2002	1.0956
0.4531	1.9257	778	1.2174	0.5132	1.2174	1.1033
0.4531	1.9307	780	1.1787	0.5252	1.1787	1.0857
0.4531	1.9356	782	1.1182	0.5468	1.1182	1.0574
0.4531	1.9406	784	1.1104	0.5468	1.1104	1.0537
0.4531	1.9455	786	1.1258	0.5469	1.1258	1.0611
0.4531	1.9505	788	1.1179	0.5699	1.1179	1.0573
0.4531	1.9554	790	1.0820	0.6023	1.0820	1.0402
0.4531	1.9604	792	0.9976	0.625	0.9976	0.9988
0.4531	1.9653	794	0.9486	0.6106	0.9486	0.9740
0.4531	1.9703	796	0.9242	0.6092	0.9242	0.9613
0.4531	1.9752	798	0.9161	0.6284	0.9161	0.9571
0.4531	1.9802	800	0.9069	0.6341	0.9069	0.9523
0.4531	1.9851	802	0.8950	0.6698	0.8950	0.9461
0.4531	1.9901	804	0.9013	0.6369	0.9013	0.9494
0.4531	1.9950	806	0.9040	0.6751	0.9040	0.9508
0.4531	2.0	808	0.9447	0.6379	0.9447	0.9720
0.4531	2.0050	810	0.9742	0.5714	0.9742	0.9870
0.4531	2.0099	812	0.9823	0.5531	0.9823	0.9911
0.4531	2.0149	814	0.9898	0.5319	0.9898	0.9949
0.4531	2.0198	816	0.9824	0.5319	0.9824	0.9911
0.4531	2.0248	818	1.0060	0.5319	1.0060	1.0030
0.4531	2.0297	820	1.0265	0.5319	1.0265	1.0132
0.4531	2.0347	822	1.0410	0.5510	1.0410	1.0203
0.4531	2.0396	824	1.0617	0.5695	1.0617	1.0304
0.4531	2.0446	826	1.1002	0.5582	1.1002	1.0489
0.4531	2.0495	828	1.1487	0.5561	1.1487	1.0718
0.4531	2.0545	830	1.2552	0.5226	1.2552	1.1203
0.4531	2.0594	832	1.3317	0.5219	1.3317	1.1540
0.4531	2.0644	834	1.3372	0.4336	1.3372	1.1564
0.4531	2.0693	836	1.3191	0.4336	1.3191	1.1485
0.4531	2.0743	838	1.3114	0.5226	1.3114	1.1452
0.4531	2.0792	840	1.2803	0.5338	1.2803	1.1315
0.4531	2.0842	842	1.2265	0.5540	1.2265	1.1075
0.4531	2.0891	844	1.1558	0.5561	1.1558	1.0751
0.4531	2.0941	846	1.0894	0.5561	1.0894	1.0437
0.4531	2.0990	848	1.0199	0.4569	1.0199	1.0099
0.4531	2.1040	850	1.0274	0.4728	1.0274	1.0136
0.4531	2.1089	852	1.0397	0.4268	1.0397	1.0197
0.4531	2.1139	854	1.0289	0.4268	1.0289	1.0143
0.4531	2.1188	856	1.0307	0.4268	1.0307	1.0152
0.4531	2.1238	858	1.0098	0.4130	1.0098	1.0049
0.4531	2.1287	860	0.9842	0.5067	0.9842	0.9921
0.4531	2.1337	862	0.9999	0.4651	0.9999	1.0000
0.4531	2.1386	864	1.0705	0.5241	1.0705	1.0347
0.4531	2.1436	866	1.1950	0.5219	1.1950	1.0932
0.4531	2.1485	868	1.3057	0.4872	1.3057	1.1427
0.4531	2.1535	870	1.4101	0.4658	1.4101	1.1875
0.4531	2.1584	872	1.4353	0.4658	1.4353	1.1980
0.4531	2.1634	874	1.4171	0.4336	1.4171	1.1904
0.4531	2.1683	876	1.3457	0.4545	1.3457	1.1600
0.4531	2.1733	878	1.2769	0.4882	1.2769	1.1300
0.4531	2.1782	880	1.2461	0.4906	1.2461	1.1163
0.4531	2.1832	882	1.1843	0.4919	1.1843	1.0883
0.4531	2.1881	884	1.1177	0.5241	1.1177	1.0572
0.4531	2.1931	886	1.0306	0.5379	1.0306	1.0152
0.4531	2.1980	888	0.9753	0.5826	0.9753	0.9876
0.4531	2.2030	890	0.9474	0.6267	0.9474	0.9734
0.4531	2.2079	892	0.9252	0.6483	0.9252	0.9619
0.4531	2.2129	894	0.9390	0.6522	0.9390	0.9690
0.4531	2.2178	896	0.9632	0.6408	0.9632	0.9814
0.4531	2.2228	898	0.9908	0.6429	0.9908	0.9954
0.4531	2.2277	900	0.9859	0.625	0.9859	0.9929
0.4531	2.2327	902	0.9583	0.5909	0.9583	0.9789
0.4531	2.2376	904	0.9471	0.5759	0.9471	0.9732
0.4531	2.2426	906	0.9476	0.5599	0.9476	0.9735
0.4531	2.2475	908	0.9571	0.5553	0.9571	0.9783
0.4531	2.2525	910	0.9179	0.625	0.9179	0.9581
0.4531	2.2574	912	0.8981	0.6562	0.8981	0.9477
0.4531	2.2624	914	0.8933	0.6152	0.8933	0.9451
0.4531	2.2673	916	0.8941	0.6152	0.8941	0.9456
0.4531	2.2723	918	0.8930	0.6186	0.8930	0.9450
0.4531	2.2772	920	0.8637	0.6538	0.8637	0.9294
0.4531	2.2822	922	0.8654	0.6331	0.8654	0.9303
0.4531	2.2871	924	0.9032	0.6434	0.9032	0.9504
0.4531	2.2921	926	0.9492	0.6325	0.9492	0.9743
0.4531	2.2970	928	0.9865	0.5826	0.9865	0.9932
0.4531	2.3020	930	1.0354	0.5362	1.0354	1.0175
0.4531	2.3069	932	1.0001	0.5714	1.0001	1.0000
0.4531	2.3119	934	0.9798	0.5947	0.9798	0.9898
0.4531	2.3168	936	0.9457	0.6092	0.9457	0.9725
0.4531	2.3218	938	0.9196	0.6026	0.9196	0.9589
0.4531	2.3267	940	0.8810	0.6473	0.8810	0.9386
0.4531	2.3317	942	0.8459	0.6556	0.8459	0.9197
0.4531	2.3366	944	0.8302	0.6556	0.8302	0.9111
0.4531	2.3416	946	0.8226	0.6373	0.8226	0.9070
0.4531	2.3465	948	0.8383	0.6453	0.8383	0.9156
0.4531	2.3515	950	0.8533	0.6351	0.8533	0.9237
0.4531	2.3564	952	0.8659	0.5929	0.8659	0.9305
0.4531	2.3614	954	0.8830	0.5929	0.8830	0.9397
0.4531	2.3663	956	0.8942	0.5929	0.8942	0.9456
0.4531	2.3713	958	0.8951	0.5919	0.8951	0.9461
0.4531	2.3762	960	0.8956	0.6036	0.8956	0.9464
0.4531	2.3812	962	0.9029	0.6331	0.9029	0.9502
0.4531	2.3861	964	0.9024	0.6331	0.9024	0.9499
0.4531	2.3911	966	0.8965	0.6294	0.8965	0.9468
0.4531	2.3960	968	0.8960	0.6294	0.8960	0.9466
0.4531	2.4010	970	0.9105	0.6294	0.9105	0.9542
0.4531	2.4059	972	0.9113	0.6331	0.9113	0.9546
0.4531	2.4109	974	0.9144	0.6311	0.9144	0.9563
0.4531	2.4158	976	0.9327	0.5919	0.9327	0.9658
0.4531	2.4208	978	0.9427	0.5757	0.9427	0.9709
0.4531	2.4257	980	0.9490	0.5730	0.9490	0.9742
0.4531	2.4307	982	0.9442	0.5919	0.9442	0.9717
0.4531	2.4356	984	0.9373	0.6331	0.9373	0.9682
0.4531	2.4406	986	0.9112	0.6331	0.9112	0.9546
0.4531	2.4455	988	0.8881	0.6331	0.8881	0.9424
0.4531	2.4505	990	0.8827	0.6130	0.8827	0.9395
0.4531	2.4554	992	0.8849	0.5714	0.8849	0.9407
0.4531	2.4604	994	0.9122	0.5757	0.9122	0.9551
0.4531	2.4653	996	0.9290	0.5757	0.9290	0.9639
0.4531	2.4703	998	0.8935	0.5535	0.8935	0.9453
0.101	2.4752	1000	0.8577	0.5671	0.8577	0.9261
0.101	2.4802	1002	0.9091	0.5739	0.9091	0.9535
0.101	2.4851	1004	0.9939	0.5179	0.9939	0.9969
0.101	2.4901	1006	1.0597	0.4940	1.0597	1.0294
0.101	2.4950	1008	1.1228	0.4930	1.1228	1.0596
0.101	2.5	1010	1.1437	0.4930	1.1437	1.0694
0.101	2.5050	1012	1.1651	0.4919	1.1651	1.0794
0.101	2.5099	1014	1.1902	0.5113	1.1902	1.0910
0.101	2.5149	1016	1.1543	0.5113	1.1543	1.0744
0.101	2.5198	1018	1.0650	0.5157	1.0650	1.0320
0.101	2.5248	1020	0.9622	0.5157	0.9622	0.9809
0.101	2.5297	1022	0.9064	0.5947	0.9064	0.9520
0.101	2.5347	1024	0.8693	0.5909	0.8693	0.9323
0.101	2.5396	1026	0.8490	0.5970	0.8490	0.9214
0.101	2.5446	1028	0.8423	0.5774	0.8423	0.9177
0.101	2.5495	1030	0.8640	0.5848	0.8640	0.9295
0.101	2.5545	1032	0.9033	0.5970	0.9033	0.9504
0.101	2.5594	1034	0.9100	0.6231	0.9100	0.9540
0.101	2.5644	1036	0.9096	0.6231	0.9096	0.9537
0.101	2.5693	1038	0.8905	0.6556	0.8905	0.9436
0.101	2.5743	1040	0.8722	0.6177	0.8722	0.9339
0.101	2.5792	1042	0.8691	0.6177	0.8691	0.9322
0.101	2.5842	1044	0.8744	0.6177	0.8744	0.9351
0.101	2.5891	1046	0.8819	0.6213	0.8819	0.9391
0.101	2.5941	1048	0.9001	0.6003	0.9001	0.9488
0.101	2.5990	1050	0.9119	0.6003	0.9119	0.9549
0.101	2.6040	1052	0.9214	0.5970	0.9214	0.9599
0.101	2.6089	1054	0.9139	0.6295	0.9139	0.9560
0.101	2.6139	1056	0.8926	0.6556	0.8926	0.9448
0.101	2.6188	1058	0.8813	0.6556	0.8813	0.9388
0.101	2.6238	1060	0.8784	0.6556	0.8784	0.9372
0.101	2.6287	1062	0.8789	0.6354	0.8789	0.9375
0.101	2.6337	1064	0.8951	0.6418	0.8951	0.9461
0.101	2.6386	1066	0.9391	0.6555	0.9391	0.9691
0.101	2.6436	1068	0.9723	0.5714	0.9723	0.9860
0.101	2.6485	1070	0.9952	0.4988	0.9952	0.9976
0.101	2.6535	1072	0.9809	0.5765	0.9809	0.9904
0.101	2.6584	1074	0.9323	0.6303	0.9323	0.9655
0.101	2.6634	1076	0.8825	0.6555	0.8825	0.9394
0.101	2.6683	1078	0.8598	0.6378	0.8598	0.9272
0.101	2.6733	1080	0.8550	0.6496	0.8550	0.9247
0.101	2.6782	1082	0.8450	0.6315	0.8450	0.9192
0.101	2.6832	1084	0.8442	0.6315	0.8442	0.9188
0.101	2.6881	1086	0.8558	0.6315	0.8558	0.9251
0.101	2.6931	1088	0.8650	0.6194	0.8650	0.9301
0.101	2.6980	1090	0.8944	0.6555	0.8944	0.9457
0.101	2.7030	1092	0.9539	0.5765	0.9539	0.9767
0.101	2.7079	1094	0.9876	0.5319	0.9876	0.9938
0.101	2.7129	1096	0.9885	0.5490	0.9885	0.9942
0.101	2.7178	1098	0.9466	0.5625	0.9466	0.9730
0.101	2.7228	1100	1.0204	0.5280	1.0204	1.0102
0.101	2.7277	1102	1.0364	0.5512	1.0364	1.0180
0.101	2.7327	1104	0.9761	0.5557	0.9761	0.9880
0.101	2.7376	1106	0.9599	0.5349	0.9599	0.9797
0.101	2.7426	1108	0.9704	0.5349	0.9704	0.9851
0.101	2.7475	1110	1.0163	0.5345	1.0163	1.0081
0.101	2.7525	1112	1.0853	0.4926	1.0853	1.0418
0.101	2.7574	1114	1.2063	0.4659	1.2063	1.0983
0.101	2.7624	1116	1.3288	0.4309	1.3288	1.1527
0.101	2.7673	1118	1.4265	0.4309	1.4265	1.1944
0.101	2.7723	1120	1.4631	0.4309	1.4631	1.2096
0.101	2.7772	1122	1.4259	0.4309	1.4259	1.1941
0.101	2.7822	1124	1.2998	0.4309	1.2998	1.1401
0.101	2.7871	1126	1.2017	0.4901	1.2017	1.0962
0.101	2.7921	1128	1.1066	0.5073	1.1066	1.0520
0.101	2.7970	1130	1.0354	0.5101	1.0354	1.0175
0.101	2.8020	1132	1.0077	0.5353	1.0077	1.0039
0.101	2.8069	1134	0.9908	0.5602	0.9908	0.9954
0.101	2.8119	1136	1.0138	0.5532	1.0138	1.0069
0.101	2.8168	1138	0.9900	0.5771	0.9900	0.9950
0.101	2.8218	1140	0.9489	0.5791	0.9489	0.9741
0.101	2.8267	1142	0.9352	0.5848	0.9352	0.9671
0.101	2.8317	1144	0.9032	0.5848	0.9032	0.9504
0.101	2.8366	1146	0.9016	0.6194	0.9016	0.9495
0.101	2.8416	1148	0.8883	0.6231	0.8883	0.9425
0.101	2.8465	1150	0.8632	0.6159	0.8632	0.9291
0.101	2.8515	1152	0.8546	0.6194	0.8546	0.9244
0.101	2.8564	1154	0.8716	0.6194	0.8716	0.9336
0.101	2.8614	1156	0.9087	0.6340	0.9087	0.9533
0.101	2.8663	1158	0.9608	0.6303	0.9608	0.9802
0.101	2.8713	1160	1.0439	0.5302	1.0439	1.0217
0.101	2.8762	1162	0.9373	0.6303	0.9373	0.9682
0.101	2.8812	1164	0.8919	0.6159	0.8919	0.9444
0.101	2.8861	1166	0.8528	0.6127	0.8528	0.9235
0.101	2.8911	1168	0.8240	0.625	0.8240	0.9077
0.101	2.8960	1170	0.8112	0.6710	0.8112	0.9007
0.101	2.9010	1172	0.8242	0.6327	0.8242	0.9079
0.101	2.9059	1174	0.8424	0.5984	0.8424	0.9178
0.101	2.9109	1176	0.8528	0.5951	0.8528	0.9235
0.101	2.9158	1178	0.8540	0.6043	0.8540	0.9241
0.101	2.9208	1180	0.8448	0.6077	0.8448	0.9191
0.101	2.9257	1182	0.8478	0.6057	0.8478	0.9208
0.101	2.9307	1184	0.8742	0.6163	0.8742	0.9350
0.101	2.9356	1186	0.8832	0.6036	0.8832	0.9398
0.101	2.9406	1188	0.9030	0.6036	0.9030	0.9503
0.101	2.9455	1190	0.9277	0.5909	0.9277	0.9632
0.101	2.9505	1192	0.9559	0.5878	0.9559	0.9777
0.101	2.9554	1194	0.9528	0.5970	0.9528	0.9761
0.101	2.9604	1196	0.9292	0.6194	0.9292	0.9640
0.101	2.9653	1198	0.9073	0.6315	0.9073	0.9525
0.101	2.9703	1200	0.8912	0.6057	0.8912	0.9440
0.101	2.9752	1202	0.9094	0.6315	0.9094	0.9536
0.101	2.9802	1204	0.9419	0.5878	0.9419	0.9705
0.101	2.9851	1206	0.9696	0.5878	0.9696	0.9847
0.101	2.9901	1208	0.9952	0.5523	0.9952	0.9976
0.101	2.9950	1210	0.9840	0.55	0.9840	0.9920
0.101	3.0	1212	0.9607	0.6072	0.9607	0.9802
0.101	3.0050	1214	0.9378	0.6072	0.9378	0.9684
0.101	3.0099	1216	0.9204	0.6072	0.9204	0.9594
0.101	3.0149	1218	0.9164	0.6072	0.9164	0.9573
0.101	3.0198	1220	0.9171	0.6072	0.9171	0.9576
0.101	3.0248	1222	0.8745	0.6194	0.8745	0.9351
0.101	3.0297	1224	0.8620	0.5990	0.8620	0.9284
0.101	3.0347	1226	0.8599	0.5990	0.8599	0.9273
0.101	3.0396	1228	0.8871	0.6159	0.8871	0.9419
0.101	3.0446	1230	0.8941	0.6159	0.8941	0.9456
0.101	3.0495	1232	0.9134	0.6039	0.9134	0.9557
0.101	3.0545	1234	0.9431	0.5269	0.9431	0.9711
0.101	3.0594	1236	1.0348	0.5329	1.0348	1.0172
0.101	3.0644	1238	1.1082	0.5060	1.1082	1.0527
0.101	3.0693	1240	1.1864	0.4700	1.1864	1.0892
0.101	3.0743	1242	1.2512	0.4896	1.2512	1.1185
0.101	3.0792	1244	1.2510	0.4896	1.2510	1.1185
0.101	3.0842	1246	1.2398	0.4896	1.2398	1.1135
0.101	3.0891	1248	1.2351	0.4668	1.2351	1.1114
0.101	3.0941	1250	1.1999	0.4668	1.1999	1.0954
0.101	3.0990	1252	1.1389	0.4901	1.1389	1.0672
0.101	3.1040	1254	1.0374	0.5489	1.0374	1.0185
0.101	3.1089	1256	0.9634	0.5850	0.9634	0.9815
0.101	3.1139	1258	0.9134	0.5677	0.9134	0.9557
0.101	3.1188	1260	0.8204	0.6058	0.8204	0.9058
0.101	3.1238	1262	0.7740	0.6183	0.7740	0.8797
0.101	3.1287	1264	0.7511	0.628	0.7511	0.8667
0.101	3.1337	1266	0.7294	0.6322	0.7294	0.8540
0.101	3.1386	1268	0.7290	0.6341	0.7290	0.8538
0.101	3.1436	1270	0.7362	0.6575	0.7362	0.8580
0.101	3.1485	1272	0.7431	0.6547	0.7431	0.8620
0.101	3.1535	1274	0.7510	0.6547	0.7510	0.8666
0.101	3.1584	1276	0.7649	0.6547	0.7649	0.8746
0.101	3.1634	1278	0.7632	0.6729	0.7632	0.8736
0.101	3.1683	1280	0.7382	0.6904	0.7382	0.8592
0.101	3.1733	1282	0.7236	0.6696	0.7236	0.8507
0.101	3.1782	1284	0.7359	0.6858	0.7359	0.8578
0.101	3.1832	1286	0.7603	0.6718	0.7603	0.8719
0.101	3.1881	1288	0.8130	0.6979	0.8130	0.9017
0.101	3.1931	1290	0.9613	0.5510	0.9613	0.9805
0.101	3.1980	1292	1.1366	0.4819	1.1366	1.0661
0.101	3.2030	1294	1.2894	0.4693	1.2894	1.1355
0.101	3.2079	1296	1.3756	0.4455	1.3756	1.1729
0.101	3.2129	1298	1.4756	0.4187	1.4756	1.2148
0.101	3.2178	1300	1.5520	0.3934	1.5520	1.2458
0.101	3.2228	1302	1.5840	0.3145	1.5840	1.2586
0.101	3.2277	1304	1.5798	0.3145	1.5798	1.2569
0.101	3.2327	1306	1.5353	0.3145	1.5353	1.2391
0.101	3.2376	1308	1.4915	0.3145	1.4915	1.2213
0.101	3.2426	1310	1.4569	0.3828	1.4569	1.2070
0.101	3.2475	1312	1.3614	0.4882	1.3614	1.1668
0.101	3.2525	1314	1.2258	0.4896	1.2258	1.1071
0.101	3.2574	1316	1.0925	0.5034	1.0925	1.0452
0.101	3.2624	1318	0.9024	0.5995	0.9024	0.9499
0.101	3.2673	1320	0.8225	0.5984	0.8225	0.9069
0.101	3.2723	1322	0.8138	0.6327	0.8138	0.9021
0.101	3.2772	1324	0.8149	0.6327	0.8149	0.9027
0.101	3.2822	1326	0.8206	0.6327	0.8206	0.9059
0.101	3.2871	1328	0.8304	0.6202	0.8304	0.9113
0.101	3.2921	1330	0.8340	0.6327	0.8340	0.9132
0.101	3.2970	1332	0.8357	0.6327	0.8357	0.9142
0.101	3.3020	1334	0.8491	0.6202	0.8491	0.9215
0.101	3.3069	1336	0.8576	0.6202	0.8576	0.9261
0.101	3.3119	1338	0.8519	0.6202	0.8519	0.9230
0.101	3.3168	1340	0.8426	0.5984	0.8426	0.9179
0.101	3.3218	1342	0.8468	0.5622	0.8468	0.9202
0.101	3.3267	1344	0.8675	0.568	0.8675	0.9314
0.101	3.3317	1346	0.8741	0.5462	0.8741	0.9349
0.101	3.3366	1348	0.8540	0.5229	0.8540	0.9241
0.101	3.3416	1350	0.8484	0.5487	0.8484	0.9211
0.101	3.3465	1352	0.8639	0.5898	0.8639	0.9295
0.101	3.3515	1354	0.8750	0.5898	0.8750	0.9354
0.101	3.3564	1356	0.8808	0.5888	0.8808	0.9385
0.101	3.3614	1358	0.8658	0.5781	0.8658	0.9305
0.101	3.3663	1360	0.8768	0.5781	0.8768	0.9364
0.101	3.3713	1362	0.8912	0.5827	0.8912	0.9440
0.101	3.3762	1364	0.9036	0.5725	0.9036	0.9506
0.101	3.3812	1366	0.9073	0.5725	0.9073	0.9525
0.101	3.3861	1368	0.9063	0.5753	0.9063	0.9520
0.101	3.3911	1370	0.9548	0.5799	0.9548	0.9772
0.101	3.3960	1372	1.0279	0.5695	1.0279	1.0139
0.101	3.4010	1374	1.0704	0.5470	1.0704	1.0346
0.101	3.4059	1376	1.1019	0.5149	1.1019	1.0497
0.101	3.4109	1378	1.1261	0.4836	1.1261	1.0612
0.101	3.4158	1380	1.1502	0.4836	1.1502	1.0725
0.101	3.4208	1382	1.1617	0.4718	1.1617	1.0778
0.101	3.4257	1384	1.1714	0.4919	1.1714	1.0823
0.101	3.4307	1386	1.2188	0.4706	1.2188	1.1040
0.101	3.4356	1388	1.2738	0.4896	1.2738	1.1286
0.101	3.4406	1390	1.3039	0.4896	1.3039	1.1419
0.101	3.4455	1392	1.2842	0.4896	1.2842	1.1332
0.101	3.4505	1394	1.2353	0.4896	1.2353	1.1114
0.101	3.4554	1396	1.2079	0.4896	1.2079	1.0991
0.101	3.4604	1398	1.1879	0.4693	1.1879	1.0899
0.101	3.4653	1400	1.1786	0.4693	1.1786	1.0856
0.101	3.4703	1402	1.1788	0.4896	1.1788	1.0857
0.101	3.4752	1404	1.1762	0.4896	1.1762	1.0845
0.101	3.4802	1406	1.1989	0.4896	1.1989	1.0949
0.101	3.4851	1408	1.2019	0.4896	1.2019	1.0963
0.101	3.4901	1410	1.2017	0.4896	1.2017	1.0962
0.101	3.4950	1412	1.1580	0.5118	1.1580	1.0761
0.101	3.5	1414	1.1453	0.5118	1.1453	1.0702
0.101	3.5050	1416	1.1347	0.5118	1.1347	1.0652
0.101	3.5099	1418	1.1291	0.5118	1.1291	1.0626
0.101	3.5149	1420	1.0888	0.5586	1.0888	1.0435
0.101	3.5198	1422	1.0374	0.5377	1.0374	1.0185
0.101	3.5248	1424	0.9934	0.5695	0.9934	0.9967
0.101	3.5297	1426	0.9190	0.6379	0.9190	0.9586
0.101	3.5347	1428	0.8825	0.6196	0.8825	0.9394
0.101	3.5396	1430	0.8921	0.6196	0.8921	0.9445
0.101	3.5446	1432	0.9728	0.6078	0.9728	0.9863
0.101	3.5495	1434	1.0704	0.5157	1.0704	1.0346
0.101	3.5545	1436	1.1237	0.5157	1.1237	1.0601
0.101	3.5594	1438	1.2054	0.5241	1.2054	1.0979
0.101	3.5644	1440	1.2767	0.5235	1.2767	1.1299
0.101	3.5693	1442	1.3555	0.4896	1.3555	1.1643
0.101	3.5743	1444	1.3926	0.4455	1.3926	1.1801
0.101	3.5792	1446	1.4469	0.4244	1.4469	1.2029
0.101	3.5842	1448	1.4894	0.4247	1.4894	1.2204
0.101	3.5891	1450	1.4869	0.4663	1.4869	1.2194
0.101	3.5941	1452	1.4729	0.4658	1.4729	1.2136
0.101	3.5990	1454	1.3963	0.5095	1.3963	1.1817
0.101	3.6040	1456	1.2876	0.5235	1.2876	1.1347
0.101	3.6089	1458	1.1949	0.5241	1.1949	1.0931
0.101	3.6139	1460	1.0700	0.5060	1.0700	1.0344
0.101	3.6188	1462	0.9534	0.5753	0.9534	0.9764
0.101	3.6238	1464	0.9064	0.5675	0.9064	0.9521
0.101	3.6287	1466	0.8793	0.5825	0.8793	0.9377
0.101	3.6337	1468	0.9016	0.5675	0.9016	0.9496
0.101	3.6386	1470	0.9438	0.5396	0.9438	0.9715
0.101	3.6436	1472	1.0206	0.5329	1.0206	1.0102
0.101	3.6485	1474	1.1250	0.5047	1.1250	1.0606
0.101	3.6535	1476	1.2445	0.5241	1.2445	1.1156
0.101	3.6584	1478	1.3218	0.5229	1.3218	1.1497
0.101	3.6634	1480	1.3964	0.4882	1.3964	1.1817
0.101	3.6683	1482	1.4309	0.4663	1.4309	1.1962
0.101	3.6733	1484	1.4040	0.4663	1.4040	1.1849
0.101	3.6782	1486	1.3474	0.4882	1.3474	1.1608
0.101	3.6832	1488	1.3025	0.4882	1.3025	1.1413
0.101	3.6881	1490	1.2920	0.4674	1.2920	1.1367
0.101	3.6931	1492	1.2651	0.4882	1.2651	1.1248
0.101	3.6980	1494	1.2601	0.4882	1.2601	1.1225
0.101	3.7030	1496	1.2742	0.5	1.2742	1.1288
0.101	3.7079	1498	1.2666	0.5	1.2666	1.1254
0.0681	3.7129	1500	1.2292	0.5023	1.2292	1.1087
0.0681	3.7178	1502	1.2107	0.5023	1.2107	1.1003
0.0681	3.7228	1504	1.1793	0.5023	1.1793	1.0860
0.0681	3.7277	1506	1.1399	0.5023	1.1399	1.0677
0.0681	3.7327	1508	1.1306	0.5023	1.1306	1.0633
0.0681	3.7376	1510	1.1056	0.5258	1.1056	1.0515
0.0681	3.7426	1512	1.1394	0.4829	1.1394	1.0674
0.0681	3.7475	1514	1.1810	0.4686	1.1810	1.0868
0.0681	3.7525	1516	1.1989	0.4680	1.1989	1.0950
0.0681	3.7574	1518	1.1848	0.4680	1.1848	1.0885
0.0681	3.7624	1520	1.1618	0.4686	1.1618	1.0779
0.0681	3.7673	1522	1.1536	0.4803	1.1536	1.0740
0.0681	3.7723	1524	1.1601	0.4803	1.1601	1.0771
0.0681	3.7772	1526	1.1796	0.4803	1.1796	1.0861
0.0681	3.7822	1528	1.2056	0.4301	1.2056	1.0980
0.0681	3.7871	1530	1.1837	0.4671	1.1837	1.0880
0.0681	3.7921	1532	1.1579	0.4671	1.1579	1.0760
0.0681	3.7970	1534	1.1356	0.4923	1.1356	1.0657
0.0681	3.8020	1536	1.1130	0.4923	1.1130	1.0550
0.0681	3.8069	1538	1.0893	0.4923	1.0893	1.0437
0.0681	3.8119	1540	1.0921	0.5138	1.0921	1.0451
0.0681	3.8168	1542	1.0539	0.5511	1.0539	1.0266
0.0681	3.8218	1544	1.0029	0.5737	1.0029	1.0015
0.0681	3.8267	1546	0.9487	0.5866	0.9487	0.9740
0.0681	3.8317	1548	0.9420	0.5627	0.9420	0.9705
0.0681	3.8366	1550	0.9395	0.5418	0.9395	0.9693
0.0681	3.8416	1552	0.9373	0.5312	0.9373	0.9681
0.0681	3.8465	1554	0.9406	0.5312	0.9406	0.9699
0.0681	3.8515	1556	0.9621	0.5418	0.9621	0.9809
0.0681	3.8564	1558	0.9972	0.5532	0.9972	0.9986
0.0681	3.8614	1560	1.0486	0.5510	1.0486	1.0240
0.0681	3.8663	1562	1.0833	0.5699	1.0833	1.0408
0.0681	3.8713	1564	1.0848	0.5699	1.0848	1.0415
0.0681	3.8762	1566	1.0718	0.5699	1.0718	1.0353
0.0681	3.8812	1568	1.0423	0.5751	1.0423	1.0209
0.0681	3.8861	1570	1.0171	0.5751	1.0171	1.0085
0.0681	3.8911	1572	1.0169	0.5751	1.0169	1.0084
0.0681	3.8960	1574	1.0470	0.5751	1.0470	1.0232
0.0681	3.9010	1576	1.0938	0.5584	1.0938	1.0458
0.0681	3.9059	1578	1.1116	0.5468	1.1116	1.0543
0.0681	3.9109	1580	1.1125	0.5699	1.1125	1.0547
0.0681	3.9158	1582	1.1231	0.5584	1.1231	1.0598
0.0681	3.9208	1584	1.1094	0.5584	1.1094	1.0533
0.0681	3.9257	1586	1.0893	0.5468	1.0893	1.0437
0.0681	3.9307	1588	1.0806	0.5371	1.0806	1.0395
0.0681	3.9356	1590	1.0802	0.5187	1.0802	1.0393
0.0681	3.9406	1592	1.0974	0.4938	1.0974	1.0476
0.0681	3.9455	1594	1.0922	0.4951	1.0922	1.0451
0.0681	3.9505	1596	1.0790	0.5607	1.0790	1.0388
0.0681	3.9554	1598	1.0792	0.5584	1.0792	1.0388
0.0681	3.9604	1600	1.0587	0.5584	1.0587	1.0289
0.0681	3.9653	1602	1.0505	0.5584	1.0505	1.0249
0.0681	3.9703	1604	1.0546	0.5788	1.0546	1.0269
0.0681	3.9752	1606	1.0339	0.5814	1.0339	1.0168
0.0681	3.9802	1608	1.0324	0.5841	1.0324	1.0161
0.0681	3.9851	1610	1.0482	0.5631	1.0482	1.0238
0.0681	3.9901	1612	1.0495	0.5631	1.0495	1.0244
0.0681	3.9950	1614	1.0523	0.5631	1.0523	1.0258
0.0681	4.0	1616	1.0757	0.5607	1.0757	1.0372
0.0681	4.0050	1618	1.0924	0.5490	1.0924	1.0452
0.0681	4.0099	1620	1.1196	0.5489	1.1196	1.0581
0.0681	4.0149	1622	1.1518	0.5118	1.1518	1.0732
0.0681	4.0198	1624	1.1235	0.5371	1.1235	1.0600
0.0681	4.0248	1626	1.0771	0.5179	1.0771	1.0378
0.0681	4.0297	1628	1.0367	0.5652	1.0367	1.0182
0.0681	4.0347	1630	1.0266	0.5652	1.0266	1.0132
0.0681	4.0396	1632	1.0348	0.5628	1.0348	1.0173
0.0681	4.0446	1634	1.0374	0.5510	1.0374	1.0185
0.0681	4.0495	1636	0.9989	0.5928	0.9989	0.9995
0.0681	4.0545	1638	0.9662	0.5458	0.9662	0.9830
0.0681	4.0594	1640	0.9335	0.5061	0.9335	0.9662
0.0681	4.0644	1642	0.9355	0.5263	0.9355	0.9672
0.0681	4.0693	1644	0.9457	0.5458	0.9457	0.9725
0.0681	4.0743	1646	0.9483	0.5458	0.9483	0.9738
0.0681	4.0792	1648	0.9896	0.5215	0.9896	0.9948
0.0681	4.0842	1650	1.0448	0.5398	1.0448	1.0222
0.0681	4.0891	1652	1.0958	0.5671	1.0958	1.0468
0.0681	4.0941	1654	1.1185	0.5671	1.1185	1.0576
0.0681	4.0990	1656	1.1244	0.5671	1.1244	1.0604
0.0681	4.1040	1658	1.1278	0.5671	1.1278	1.0620
0.0681	4.1089	1660	1.1133	0.5377	1.1133	1.0551
0.0681	4.1139	1662	1.0908	0.5377	1.0908	1.0444
0.0681	4.1188	1664	1.0628	0.5089	1.0628	1.0309
0.0681	4.1238	1666	1.0409	0.52	1.0409	1.0202
0.0681	4.1287	1668	1.0231	0.52	1.0231	1.0115
0.0681	4.1337	1670	0.9915	0.56	0.9915	0.9957
0.0681	4.1386	1672	0.9418	0.6126	0.9418	0.9705
0.0681	4.1436	1674	0.8727	0.6035	0.8727	0.9342
0.0681	4.1485	1676	0.8494	0.6341	0.8494	0.9216
0.0681	4.1535	1678	0.8895	0.6432	0.8895	0.9431
0.0681	4.1584	1680	0.9429	0.5937	0.9429	0.9710
0.0681	4.1634	1682	1.0203	0.5714	1.0203	1.0101
0.0681	4.1683	1684	1.1116	0.5374	1.1116	1.0543
0.0681	4.1733	1686	1.1475	0.5229	1.1475	1.0712
0.0681	4.1782	1688	1.1508	0.5229	1.1508	1.0728
0.0681	4.1832	1690	1.1584	0.5229	1.1584	1.0763
0.0681	4.1881	1692	1.1555	0.5025	1.1555	1.0749
0.0681	4.1931	1694	1.1655	0.5025	1.1655	1.0796
0.0681	4.1980	1696	1.1275	0.5025	1.1275	1.0618
0.0681	4.2030	1698	1.0761	0.5025	1.0761	1.0373
0.0681	4.2079	1700	1.0227	0.4829	1.0227	1.0113
0.0681	4.2129	1702	0.9750	0.4829	0.9750	0.9874
0.0681	4.2178	1704	0.9627	0.5203	0.9627	0.9812
0.0681	4.2228	1706	0.9701	0.4963	0.9701	0.9850
0.0681	4.2277	1708	0.9768	0.5187	0.9768	0.9883
0.0681	4.2327	1710	0.9591	0.5390	0.9591	0.9793
0.0681	4.2376	1712	0.9209	0.5850	0.9209	0.9596
0.0681	4.2426	1714	0.8953	0.5841	0.8953	0.9462
0.0681	4.2475	1716	0.8764	0.5841	0.8764	0.9362
0.0681	4.2525	1718	0.8900	0.5533	0.8900	0.9434
0.0681	4.2574	1720	0.8613	0.5533	0.8613	0.9281
0.0681	4.2624	1722	0.8318	0.5373	0.8318	0.9121
0.0681	4.2673	1724	0.8104	0.6358	0.8104	0.9002
0.0681	4.2723	1726	0.7909	0.6358	0.7909	0.8894
0.0681	4.2772	1728	0.8193	0.5369	0.8193	0.9051
0.0681	4.2822	1730	0.8576	0.5345	0.8576	0.9261
0.0681	4.2871	1732	0.8974	0.5763	0.8974	0.9473
0.0681	4.2921	1734	0.9340	0.5763	0.9340	0.9664
0.0681	4.2970	1736	0.9609	0.5763	0.9609	0.9802
0.0681	4.3020	1738	1.0108	0.5613	1.0108	1.0054
0.0681	4.3069	1740	1.0550	0.5489	1.0550	1.0271
0.0681	4.3119	1742	0.9550	0.5511	0.9550	0.9772
0.0681	4.3168	1744	0.8792	0.6029	0.8792	0.9377
0.0681	4.3218	1746	0.8341	0.6432	0.8341	0.9133
0.0681	4.3267	1748	0.8750	0.6029	0.8750	0.9354
0.0681	4.3317	1750	0.9749	0.5719	0.9749	0.9874
0.0681	4.3366	1752	1.0004	0.5511	1.0004	1.0002
0.0681	4.3416	1754	1.0054	0.5393	1.0054	1.0027
0.0681	4.3465	1756	0.9990	0.5194	0.9990	0.9995
0.0681	4.3515	1758	0.9964	0.5194	0.9964	0.9982
0.0681	4.3564	1760	0.9775	0.5417	0.9775	0.9887
0.0681	4.3614	1762	0.9720	0.5739	0.9720	0.9859
0.0681	4.3663	1764	0.9811	0.5417	0.9811	0.9905
0.0681	4.3713	1766	0.9886	0.5417	0.9886	0.9943
0.0681	4.3762	1768	1.0128	0.5417	1.0128	1.0064
0.0681	4.3812	1770	1.0402	0.5193	1.0402	1.0199
0.0681	4.3861	1772	1.0613	0.5193	1.0613	1.0302
0.0681	4.3911	1774	1.0727	0.5379	1.0727	1.0357
0.0681	4.3960	1776	1.0681	0.5379	1.0681	1.0335
0.0681	4.4010	1778	1.0634	0.5379	1.0634	1.0312
0.0681	4.4059	1780	1.0493	0.5379	1.0493	1.0243
0.0681	4.4109	1782	1.0246	0.5379	1.0246	1.0122
0.0681	4.4158	1784	1.0154	0.5379	1.0154	1.0077
0.0681	4.4208	1786	1.0000	0.5379	1.0000	1.0000
0.0681	4.4257	1788	1.0010	0.5379	1.0010	1.0005
0.0681	4.4307	1790	0.9835	0.5918	0.9835	0.9917
0.0681	4.4356	1792	0.9588	0.6109	0.9588	0.9792
0.0681	4.4406	1794	0.9326	0.6325	0.9326	0.9657
0.0681	4.4455	1796	0.9185	0.6341	0.9185	0.9584
0.0681	4.4505	1798	0.8961	0.6283	0.8961	0.9466
0.0681	4.4554	1800	0.8774	0.5938	0.8774	0.9367
0.0681	4.4604	1802	0.8711	0.5938	0.8711	0.9333
0.0681	4.4653	1804	0.8767	0.6179	0.8767	0.9363
0.0681	4.4703	1806	0.8876	0.6179	0.8876	0.9421
0.0681	4.4752	1808	0.8920	0.6179	0.8920	0.9445
0.0681	4.4802	1810	0.9160	0.5938	0.9160	0.9571
0.0681	4.4851	1812	0.9442	0.5909	0.9442	0.9717
0.0681	4.4901	1814	0.9561	0.5973	0.9561	0.9778
0.0681	4.4950	1816	0.9497	0.5973	0.9497	0.9745
0.0681	4.5	1818	0.9205	0.6114	0.9205	0.9594
0.0681	4.5050	1820	0.8745	0.6179	0.8745	0.9352
0.0681	4.5099	1822	0.8628	0.6408	0.8628	0.9289
0.0681	4.5149	1824	0.8697	0.6678	0.8697	0.9326
0.0681	4.5198	1826	0.8772	0.6763	0.8772	0.9366
0.0681	4.5248	1828	0.8770	0.6763	0.8770	0.9365
0.0681	4.5297	1830	0.8776	0.6596	0.8776	0.9368
0.0681	4.5347	1832	0.8765	0.6555	0.8765	0.9362
0.0681	4.5396	1834	0.8781	0.6515	0.8781	0.9371
0.0681	4.5446	1836	0.8857	0.6329	0.8857	0.9411
0.0681	4.5495	1838	0.9032	0.6408	0.9032	0.9504
0.0681	4.5545	1840	0.9326	0.6207	0.9326	0.9657
0.0681	4.5594	1842	0.9635	0.5812	0.9635	0.9816
0.0681	4.5644	1844	0.9881	0.5787	0.9881	0.9940
0.0681	4.5693	1846	0.9776	0.5787	0.9776	0.9887
0.0681	4.5743	1848	0.9461	0.5918	0.9461	0.9727
0.0681	4.5792	1850	0.9158	0.6083	0.9158	0.9570
0.0681	4.5842	1852	0.8872	0.6146	0.8872	0.9419
0.0681	4.5891	1854	0.8592	0.6197	0.8592	0.9270
0.0681	4.5941	1856	0.8405	0.6387	0.8405	0.9168
0.0681	4.5990	1858	0.8363	0.6366	0.8363	0.9145
0.0681	4.6040	1860	0.8329	0.6694	0.8329	0.9126
0.0681	4.6089	1862	0.8195	0.6667	0.8195	0.9053
0.0681	4.6139	1864	0.8020	0.6830	0.8020	0.8955
0.0681	4.6188	1866	0.7944	0.6860	0.7944	0.8913
0.0681	4.6238	1868	0.7901	0.6875	0.7901	0.8889
0.0681	4.6287	1870	0.7941	0.6875	0.7941	0.8911
0.0681	4.6337	1872	0.7942	0.6875	0.7942	0.8912
0.0681	4.6386	1874	0.7946	0.6815	0.7946	0.8914
0.0681	4.6436	1876	0.8055	0.6705	0.8055	0.8975
0.0681	4.6485	1878	0.8200	0.6705	0.8200	0.9055
0.0681	4.6535	1880	0.8341	0.6705	0.8341	0.9133
0.0681	4.6584	1882	0.8348	0.6865	0.8348	0.9137
0.0681	4.6634	1884	0.8373	0.6865	0.8373	0.9150
0.0681	4.6683	1886	0.8447	0.6821	0.8447	0.9191
0.0681	4.6733	1888	0.8496	0.6738	0.8496	0.9217
0.0681	4.6782	1890	0.8535	0.6738	0.8535	0.9238
0.0681	4.6832	1892	0.8613	0.6765	0.8613	0.9281
0.0681	4.6881	1894	0.8606	0.6531	0.8606	0.9277
0.0681	4.6931	1896	0.8416	0.6738	0.8416	0.9174
0.0681	4.6980	1898	0.8107	0.6705	0.8107	0.9004
0.0681	4.7030	1900	0.7867	0.6793	0.7867	0.8869
0.0681	4.7079	1902	0.7775	0.6908	0.7775	0.8818
0.0681	4.7129	1904	0.7771	0.7021	0.7771	0.8815
0.0681	4.7178	1906	0.7774	0.6986	0.7774	0.8817
0.0681	4.7228	1908	0.7717	0.7021	0.7717	0.8785
0.0681	4.7277	1910	0.7625	0.7021	0.7625	0.8732
0.0681	4.7327	1912	0.7531	0.7021	0.7531	0.8678
0.0681	4.7376	1914	0.7492	0.6793	0.7492	0.8656
0.0681	4.7426	1916	0.7586	0.6793	0.7586	0.8710
0.0681	4.7475	1918	0.7874	0.6606	0.7874	0.8873
0.0681	4.7525	1920	0.8230	0.6369	0.8230	0.9072
0.0681	4.7574	1922	0.8593	0.6077	0.8593	0.9270
0.0681	4.7624	1924	0.8840	0.5955	0.8840	0.9402
0.0681	4.7673	1926	0.8920	0.5728	0.8920	0.9445
0.0681	4.7723	1928	0.8956	0.5734	0.8956	0.9464
0.0681	4.7772	1930	0.8857	0.5984	0.8857	0.9411
0.0681	4.7822	1932	0.8694	0.6301	0.8694	0.9324
0.0681	4.7871	1934	0.8728	0.6337	0.8728	0.9343
0.0681	4.7921	1936	0.8891	0.5728	0.8891	0.9429
0.0681	4.7970	1938	0.9068	0.5622	0.9068	0.9522
0.0681	4.8020	1940	0.9297	0.5622	0.9297	0.9642
0.0681	4.8069	1942	0.9433	0.5622	0.9433	0.9712
0.0681	4.8119	1944	0.9651	0.5622	0.9651	0.9824
0.0681	4.8168	1946	1.0251	0.5714	1.0251	1.0125
0.0681	4.8218	1948	1.0730	0.5171	1.0730	1.0359
0.0681	4.8267	1950	1.0989	0.5263	1.0989	1.0483
0.0681	4.8317	1952	1.1226	0.5127	1.1226	1.0595
0.0681	4.8366	1954	1.1218	0.4930	1.1218	1.0592
0.0681	4.8416	1956	1.1067	0.4930	1.1067	1.0520
0.0681	4.8465	1958	1.0902	0.4930	1.0902	1.0441
0.0681	4.8515	1960	1.0885	0.5171	1.0885	1.0433
0.0681	4.8564	1962	1.0879	0.5187	1.0879	1.0430
0.0681	4.8614	1964	1.0862	0.5187	1.0862	1.0422
0.0681	4.8663	1966	1.0740	0.4754	1.0740	1.0363
0.0681	4.8713	1968	1.0605	0.5187	1.0605	1.0298
0.0681	4.8762	1970	1.0498	0.5187	1.0498	1.0246
0.0681	4.8812	1972	1.0474	0.5073	1.0474	1.0234
0.0681	4.8861	1974	1.0227	0.5217	1.0227	1.0113
0.0681	4.8911	1976	0.9947	0.5415	0.9947	0.9973
0.0681	4.8960	1978	0.9718	0.5129	0.9718	0.9858
0.0681	4.9010	1980	0.9655	0.4928	0.9655	0.9826
0.0681	4.9059	1982	0.9830	0.5024	0.9830	0.9915
0.0681	4.9109	1984	0.9974	0.5224	0.9974	0.9987
0.0681	4.9158	1986	0.9831	0.5224	0.9831	0.9915
0.0681	4.9208	1988	0.9761	0.5224	0.9761	0.9880
0.0681	4.9257	1990	0.9924	0.5217	0.9924	0.9962
0.0681	4.9307	1992	1.0033	0.5217	1.0033	1.0016
0.0681	4.9356	1994	1.0230	0.5433	1.0230	1.0114
0.0681	4.9406	1996	1.0429	0.5171	1.0429	1.0212
0.0681	4.9455	1998	1.0287	0.5410	1.0287	1.0143
0.055	4.9505	2000	1.0013	0.5217	1.0013	1.0007
0.055	4.9554	2002	0.9675	0.4799	0.9675	0.9836
0.055	4.9604	2004	0.9536	0.5150	0.9537	0.9766
0.055	4.9653	2006	0.9363	0.5396	0.9363	0.9676
0.055	4.9703	2008	0.9281	0.5720	0.9281	0.9634
0.055	4.9752	2010	0.9050	0.5990	0.9050	0.9513
0.055	4.9802	2012	0.8830	0.5990	0.8830	0.9397
0.055	4.9851	2014	0.8582	0.5990	0.8582	0.9264
0.055	4.9901	2016	0.8498	0.5990	0.8498	0.9218
0.055	4.9950	2018	0.8492	0.6003	0.8492	0.9215
0.055	5.0	2020	0.8333	0.6127	0.8333	0.9129
0.055	5.0050	2022	0.8266	0.6111	0.8266	0.9092
0.055	5.0099	2024	0.8352	0.6003	0.8352	0.9139
0.055	5.0149	2026	0.8653	0.6003	0.8653	0.9302
0.055	5.0198	2028	0.8936	0.5848	0.8936	0.9453
0.055	5.0248	2030	0.9101	0.5848	0.9101	0.9540
0.055	5.0297	2032	0.9167	0.5599	0.9167	0.9574
0.055	5.0347	2034	0.9311	0.5599	0.9311	0.9649
0.055	5.0396	2036	0.9904	0.5315	0.9904	0.9952
0.055	5.0446	2038	1.0909	0.5127	1.0909	1.0445
0.055	5.0495	2040	1.1980	0.5	1.1980	1.0945
0.055	5.0545	2042	1.2815	0.4668	1.2815	1.1320
0.055	5.0594	2044	1.3323	0.4668	1.3323	1.1542
0.055	5.0644	2046	1.3731	0.4430	1.3731	1.1718
0.055	5.0693	2048	1.3973	0.4307	1.3973	1.1821
0.055	5.0743	2050	1.3801	0.4430	1.3801	1.1748
0.055	5.0792	2052	1.3449	0.4208	1.3449	1.1597
0.055	5.0842	2054	1.3006	0.4208	1.3006	1.1404
0.055	5.0891	2056	1.2717	0.4432	1.2717	1.1277
0.055	5.0941	2058	1.2670	0.4432	1.2670	1.1256
0.055	5.0990	2060	1.2350	0.4432	1.2350	1.1113
0.055	5.1040	2062	1.2165	0.4432	1.2165	1.1029
0.055	5.1089	2064	1.2341	0.4432	1.2341	1.1109
0.055	5.1139	2066	1.2485	0.4432	1.2485	1.1173
0.055	5.1188	2068	1.2688	0.4653	1.2688	1.1264
0.055	5.1238	2070	1.2596	0.4430	1.2596	1.1223
0.055	5.1287	2072	1.2465	0.4668	1.2465	1.1165
0.055	5.1337	2074	1.2126	0.5229	1.2126	1.1012
0.055	5.1386	2076	1.1624	0.5229	1.1624	1.0781
0.055	5.1436	2078	1.1357	0.5246	1.1357	1.0657
0.055	5.1485	2080	1.1055	0.5246	1.1055	1.0514
0.055	5.1535	2082	1.0686	0.5246	1.0686	1.0337
0.055	5.1584	2084	1.0647	0.5051	1.0647	1.0318
0.055	5.1634	2086	1.0760	0.5051	1.0760	1.0373
0.055	5.1683	2088	1.0887	0.5263	1.0887	1.0434
0.055	5.1733	2090	1.1250	0.5246	1.1250	1.0606
0.055	5.1782	2092	1.1546	0.5246	1.1546	1.0745
0.055	5.1832	2094	1.1813	0.5246	1.1813	1.0869
0.055	5.1881	2096	1.2033	0.4901	1.2033	1.0969
0.055	5.1931	2098	1.2071	0.4901	1.2071	1.0987
0.055	5.1980	2100	1.2069	0.4901	1.2069	1.0986
0.055	5.2030	2102	1.1992	0.4901	1.1992	1.0951
0.055	5.2079	2104	1.1910	0.4901	1.1910	1.0913
0.055	5.2129	2106	1.1409	0.5038	1.1409	1.0681
0.055	5.2178	2108	1.1294	0.5246	1.1294	1.0628
0.055	5.2228	2110	1.1414	0.5246	1.1414	1.0684
0.055	5.2277	2112	1.1495	0.5252	1.1495	1.0722
0.055	5.2327	2114	1.1755	0.5012	1.1755	1.0842
0.055	5.2376	2116	1.2168	0.5012	1.2168	1.1031
0.055	5.2426	2118	1.2753	0.5012	1.2753	1.1293
0.055	5.2475	2120	1.3359	0.4780	1.3359	1.1558
0.055	5.2525	2122	1.2640	0.5012	1.2640	1.1243
0.055	5.2574	2124	1.2056	0.4812	1.2056	1.0980
0.055	5.2624	2126	1.1756	0.4943	1.1756	1.0842
0.055	5.2673	2128	1.1622	0.5135	1.1622	1.0780
0.055	5.2723	2130	1.1466	0.4945	1.1466	1.0708
0.055	5.2772	2132	1.1265	0.5186	1.1265	1.0614
0.055	5.2822	2134	1.1004	0.5598	1.1004	1.0490
0.055	5.2871	2136	1.0721	0.5900	1.0721	1.0354
0.055	5.2921	2138	1.0522	0.5900	1.0522	1.0258
0.055	5.2970	2140	1.0369	0.5753	1.0369	1.0183
0.055	5.3020	2142	1.0094	0.5759	1.0094	1.0047
0.055	5.3069	2144	0.9881	0.5759	0.9881	0.9940
0.055	5.3119	2146	0.9650	0.5855	0.9650	0.9823
0.055	5.3168	2148	0.9479	0.6129	0.9479	0.9736
0.055	5.3218	2150	0.9492	0.6116	0.9492	0.9743
0.055	5.3267	2152	0.9841	0.6024	0.9841	0.9920
0.055	5.3317	2154	1.0199	0.6035	1.0199	1.0099
0.055	5.3366	2156	1.0300	0.5845	1.0300	1.0149
0.055	5.3416	2158	1.0353	0.5845	1.0353	1.0175
0.055	5.3465	2160	1.0529	0.5937	1.0529	1.0261
0.055	5.3515	2162	1.0907	0.5490	1.0907	1.0444
0.055	5.3564	2164	1.1056	0.5179	1.1056	1.0515
0.055	5.3614	2166	1.1135	0.5377	1.1135	1.0552
0.055	5.3663	2168	1.1135	0.5377	1.1135	1.0552
0.055	5.3713	2170	1.0930	0.5490	1.0930	1.0455
0.055	5.3762	2172	1.0730	0.5490	1.0730	1.0358
0.055	5.3812	2174	1.0465	0.5490	1.0465	1.0230
0.055	5.3861	2176	1.0257	0.5510	1.0257	1.0128
0.055	5.3911	2178	1.0111	0.5739	1.0111	1.0055
0.055	5.3960	2180	0.9929	0.5937	0.9929	0.9964
0.055	5.4010	2182	0.9606	0.5937	0.9606	0.9801
0.055	5.4059	2184	0.9234	0.5845	0.9234	0.9609
0.055	5.4109	2186	0.8946	0.5973	0.8946	0.9459
0.055	5.4158	2188	0.8685	0.6020	0.8685	0.9319
0.055	5.4208	2190	0.8674	0.6064	0.8674	0.9313
0.055	5.4257	2192	0.8783	0.5824	0.8783	0.9372
0.055	5.4307	2194	0.8916	0.5574	0.8916	0.9443
0.055	5.4356	2196	0.9095	0.5759	0.9095	0.9537
0.055	5.4406	2198	0.9349	0.5739	0.9349	0.9669
0.055	5.4455	2200	0.9812	0.5739	0.9812	0.9906
0.055	5.4505	2202	1.0372	0.5490	1.0372	1.0185
0.055	5.4554	2204	1.1008	0.5469	1.1008	1.0492
0.055	5.4604	2206	1.1741	0.5023	1.1741	1.0836
0.055	5.4653	2208	1.2203	0.5023	1.2203	1.1047
0.055	5.4703	2210	1.2617	0.4812	1.2617	1.1233
0.055	5.4752	2212	1.2752	0.4502	1.2752	1.1292
0.055	5.4802	2214	1.2815	0.4712	1.2815	1.1320
0.055	5.4851	2216	1.2591	0.4706	1.2591	1.1221
0.055	5.4901	2218	1.2383	0.4706	1.2383	1.1128
0.055	5.4950	2220	1.2167	0.4712	1.2167	1.1030
0.055	5.5	2222	1.1891	0.4712	1.1891	1.0905
0.055	5.5050	2224	1.1244	0.5047	1.1244	1.0604
0.055	5.5099	2226	1.0774	0.5274	1.0774	1.0380
0.055	5.5149	2228	1.0179	0.5274	1.0179	1.0089
0.055	5.5198	2230	0.9585	0.5210	0.9585	0.9790
0.055	5.5248	2232	0.9066	0.5604	0.9066	0.9522
0.055	5.5297	2234	0.8775	0.6029	0.8775	0.9368
0.055	5.5347	2236	0.8771	0.6029	0.8771	0.9365
0.055	5.5396	2238	0.8929	0.5263	0.8929	0.9449
0.055	5.5446	2240	0.9121	0.5101	0.9121	0.9550
0.055	5.5495	2242	0.9256	0.5087	0.9256	0.9621
0.055	5.5545	2244	0.9525	0.5468	0.9525	0.9760
0.055	5.5594	2246	0.9829	0.5468	0.9829	0.9914
0.055	5.5644	2248	1.0102	0.5468	1.0102	1.0051
0.055	5.5693	2250	1.0488	0.5241	1.0488	1.0241
0.055	5.5743	2252	1.0682	0.5241	1.0682	1.0335
0.055	5.5792	2254	1.0621	0.5241	1.0621	1.0306
0.055	5.5842	2256	1.0434	0.5241	1.0434	1.0215
0.055	5.5891	2258	1.0266	0.5468	1.0266	1.0132
0.055	5.5941	2260	1.0124	0.5468	1.0124	1.0062
0.055	5.5990	2262	1.0099	0.5274	1.0099	1.0049
0.055	5.6040	2264	1.0033	0.5879	1.0033	1.0016
0.055	5.6089	2266	0.9988	0.5879	0.9988	0.9994
0.055	5.6139	2268	0.9997	0.5879	0.9997	0.9998
0.055	5.6188	2270	1.0262	0.5413	1.0262	1.0130
0.055	5.6238	2272	1.0661	0.5393	1.0661	1.0325
0.055	5.6287	2274	1.1203	0.5356	1.1203	1.0584
0.055	5.6337	2276	1.1754	0.5356	1.1754	1.0841
0.055	5.6386	2278	1.2226	0.4923	1.2226	1.1057
0.055	5.6436	2280	1.2720	0.4923	1.2720	1.1278
0.055	5.6485	2282	1.3251	0.4717	1.3251	1.1511
0.055	5.6535	2284	1.3532	0.4717	1.3532	1.1633
0.055	5.6584	2286	1.3707	0.4717	1.3707	1.1708
0.055	5.6634	2288	1.3774	0.4474	1.3774	1.1736
0.055	5.6683	2290	1.4005	0.4474	1.4005	1.1834
0.055	5.6733	2292	1.4113	0.4474	1.4113	1.1880
0.055	5.6782	2294	1.4429	0.4451	1.4429	1.2012
0.055	5.6832	2296	1.4519	0.4451	1.4519	1.2050
0.055	5.6881	2298	1.4440	0.4451	1.4440	1.2017
0.055	5.6931	2300	1.4291	0.4451	1.4291	1.1954
0.055	5.6980	2302	1.4156	0.4584	1.4156	1.1898
0.055	5.7030	2304	1.4019	0.4584	1.4019	1.1840
0.055	5.7079	2306	1.3834	0.4584	1.3834	1.1762
0.055	5.7129	2308	1.3495	0.4717	1.3495	1.1617
0.055	5.7178	2310	1.3016	0.4717	1.3016	1.1409
0.055	5.7228	2312	1.2430	0.4923	1.2430	1.1149
0.055	5.7277	2314	1.2044	0.5135	1.2044	1.0974
0.055	5.7327	2316	1.1715	0.5157	1.1715	1.0823
0.055	5.7376	2318	1.1434	0.5157	1.1434	1.0693
0.055	5.7426	2320	1.1256	0.5157	1.1256	1.0610
0.055	5.7475	2322	1.1069	0.5268	1.1069	1.0521
0.055	5.7525	2324	1.0989	0.5268	1.0989	1.0483
0.055	5.7574	2326	1.1020	0.5157	1.1020	1.0497
0.055	5.7624	2328	1.1208	0.5157	1.1208	1.0587
0.055	5.7673	2330	1.1379	0.4753	1.1379	1.0667
0.055	5.7723	2332	1.1548	0.4828	1.1548	1.0746
0.055	5.7772	2334	1.1563	0.5023	1.1563	1.0753
0.055	5.7822	2336	1.1400	0.5157	1.1400	1.0677
0.055	5.7871	2338	1.1614	0.5356	1.1614	1.0777
0.055	5.7921	2340	1.1889	0.5356	1.1889	1.0904
0.055	5.7970	2342	1.1709	0.5356	1.1709	1.0821
0.055	5.8020	2344	1.1484	0.5157	1.1484	1.0716
0.055	5.8069	2346	1.1257	0.5157	1.1257	1.0610
0.055	5.8119	2348	1.0986	0.5157	1.0986	1.0482
0.055	5.8168	2350	1.0878	0.5157	1.0878	1.0430
0.055	5.8218	2352	1.0605	0.5186	1.0605	1.0298
0.055	5.8267	2354	1.0470	0.5186	1.0470	1.0232
0.055	5.8317	2356	1.0546	0.5186	1.0546	1.0269
0.055	5.8366	2358	1.0696	0.5186	1.0696	1.0342
0.055	5.8416	2360	1.0902	0.5356	1.0902	1.0441
0.055	5.8465	2362	1.1070	0.5356	1.1070	1.0521
0.055	5.8515	2364	1.1303	0.5356	1.1303	1.0631
0.055	5.8564	2366	1.0858	0.5356	1.0858	1.0420
0.055	5.8614	2368	1.0315	0.5285	1.0315	1.0156
0.055	5.8663	2370	0.9759	0.5833	0.9759	0.9879
0.055	5.8713	2372	0.9371	0.5833	0.9371	0.9680
0.055	5.8762	2374	0.9149	0.5861	0.9149	0.9565
0.055	5.8812	2376	0.8961	0.5673	0.8961	0.9466
0.055	5.8861	2378	0.8832	0.5673	0.8832	0.9398
0.055	5.8911	2380	0.8805	0.5861	0.8805	0.9384
0.055	5.8960	2382	0.8710	0.6029	0.8710	0.9333
0.055	5.9010	2384	0.8684	0.5937	0.8684	0.9319
0.055	5.9059	2386	0.8637	0.6110	0.8637	0.9294
0.055	5.9109	2388	0.8433	0.6196	0.8433	0.9183
0.055	5.9158	2390	0.8261	0.6214	0.8261	0.9089
0.055	5.9208	2392	0.8200	0.6447	0.8200	0.9055
0.055	5.9257	2394	0.8142	0.6447	0.8142	0.9023
0.055	5.9307	2396	0.8088	0.6447	0.8088	0.8994
0.055	5.9356	2398	0.8037	0.6650	0.8037	0.8965
0.055	5.9406	2400	0.8027	0.6650	0.8027	0.8959
0.055	5.9455	2402	0.8027	0.6650	0.8027	0.8960
0.055	5.9505	2404	0.7997	0.6650	0.7997	0.8942
0.055	5.9554	2406	0.8004	0.6488	0.8004	0.8947
0.055	5.9604	2408	0.8071	0.625	0.8071	0.8984
0.055	5.9653	2410	0.8221	0.5698	0.8221	0.9067
0.055	5.9703	2412	0.8299	0.5698	0.8299	0.9110
0.055	5.9752	2414	0.8180	0.5698	0.8180	0.9045
0.055	5.9802	2416	0.8125	0.5698	0.8125	0.9014
0.055	5.9851	2418	0.8004	0.5698	0.8004	0.8946
0.055	5.9901	2420	0.7900	0.5726	0.7900	0.8888
0.055	5.9950	2422	0.7832	0.6057	0.7832	0.8850
0.055	6.0	2424	0.7780	0.6269	0.7780	0.8820
0.055	6.0050	2426	0.7737	0.6269	0.7737	0.8796
0.055	6.0099	2428	0.7738	0.625	0.7738	0.8797
0.055	6.0149	2430	0.7730	0.6327	0.7730	0.8792
0.055	6.0198	2432	0.7738	0.6530	0.7738	0.8797
0.055	6.0248	2434	0.7764	0.6650	0.7764	0.8811
0.055	6.0297	2436	0.7780	0.6468	0.7780	0.8821
0.055	6.0347	2438	0.7798	0.6650	0.7798	0.8831
0.055	6.0396	2440	0.7819	0.6468	0.7819	0.8843
0.055	6.0446	2442	0.7840	0.6260	0.7840	0.8854
0.055	6.0495	2444	0.7794	0.604	0.7794	0.8829
0.055	6.0545	2446	0.7824	0.6092	0.7824	0.8845
0.055	6.0594	2448	0.7988	0.5930	0.7988	0.8937
0.055	6.0644	2450	0.8336	0.5878	0.8336	0.9130
0.055	6.0693	2452	0.8686	0.6230	0.8686	0.9320
0.055	6.0743	2454	0.8913	0.6230	0.8913	0.9441
0.055	6.0792	2456	0.9211	0.5866	0.9211	0.9598
0.055	6.0842	2458	0.9495	0.5329	0.9495	0.9744
0.055	6.0891	2460	0.9739	0.5203	0.9739	0.9869
0.055	6.0941	2462	0.9812	0.5410	0.9812	0.9906
0.055	6.0990	2464	0.9945	0.5610	0.9945	0.9973
0.055	6.1040	2466	1.0080	0.5610	1.0080	1.0040
0.055	6.1089	2468	1.0322	0.5613	1.0322	1.0160
0.055	6.1139	2470	1.0104	0.5408	1.0104	1.0052
0.055	6.1188	2472	0.9619	0.5931	0.9619	0.9807
0.055	6.1238	2474	0.9522	0.6061	0.9522	0.9758
0.055	6.1287	2476	0.9513	0.6061	0.9513	0.9754
0.055	6.1337	2478	0.9394	0.6061	0.9394	0.9692
0.055	6.1386	2480	0.9199	0.5854	0.9199	0.9591
0.055	6.1436	2482	0.9043	0.5854	0.9043	0.9509
0.055	6.1485	2484	0.8908	0.5876	0.8908	0.9438
0.055	6.1535	2486	0.8693	0.5876	0.8693	0.9324
0.055	6.1584	2488	0.8534	0.625	0.8534	0.9238
0.055	6.1634	2490	0.8508	0.625	0.8508	0.9224
0.055	6.1683	2492	0.8525	0.625	0.8525	0.9233
0.055	6.1733	2494	0.8532	0.6192	0.8532	0.9237
0.055	6.1782	2496	0.8512	0.6382	0.8512	0.9226
0.055	6.1832	2498	0.8465	0.6278	0.8465	0.9201
0.0495	6.1881	2500	0.8247	0.5746	0.8247	0.9081
0.0495	6.1931	2502	0.8306	0.5939	0.8306	0.9114
0.0495	6.1980	2504	0.8412	0.5939	0.8412	0.9172
0.0495	6.2030	2506	0.8395	0.5939	0.8395	0.9163
0.0495	6.2079	2508	0.8364	0.5939	0.8364	0.9146
0.0495	6.2129	2510	0.8386	0.5939	0.8386	0.9158
0.0495	6.2178	2512	0.8440	0.5939	0.8440	0.9187
0.0495	6.2228	2514	0.8535	0.6175	0.8535	0.9239
0.0495	6.2277	2516	0.8665	0.6121	0.8665	0.9309
0.0495	6.2327	2518	0.8688	0.6121	0.8688	0.9321
0.0495	6.2376	2520	0.8792	0.6121	0.8792	0.9377
0.0495	6.2426	2522	0.8824	0.6121	0.8824	0.9394
0.0495	6.2475	2524	0.8798	0.6382	0.8798	0.9380
0.0495	6.2525	2526	0.8774	0.6382	0.8774	0.9367
0.0495	6.2574	2528	0.8756	0.6382	0.8756	0.9358
0.0495	6.2624	2530	0.8870	0.6382	0.8870	0.9418
0.0495	6.2673	2532	0.8884	0.6382	0.8884	0.9425
0.0495	6.2723	2534	0.8761	0.6278	0.8761	0.9360
0.0495	6.2772	2536	0.8607	0.6278	0.8607	0.9277
0.0495	6.2822	2538	0.8362	0.5746	0.8362	0.9144
0.0495	6.2871	2540	0.8322	0.5746	0.8322	0.9122
0.0495	6.2921	2542	0.8231	0.5767	0.8231	0.9072
0.0495	6.2970	2544	0.8191	0.5774	0.8191	0.9051
0.0495	6.3020	2546	0.8252	0.5746	0.8252	0.9084
0.0495	6.3069	2548	0.8311	0.5746	0.8311	0.9117
0.0495	6.3119	2550	0.8467	0.5848	0.8467	0.9201
0.0495	6.3168	2552	0.8829	0.6382	0.8829	0.9397
0.0495	6.3218	2554	0.9177	0.6382	0.9177	0.9579
0.0495	6.3267	2556	0.9343	0.5870	0.9343	0.9666
0.0495	6.3317	2558	0.9408	0.5870	0.9408	0.9700
0.0495	6.3366	2560	0.9438	0.6055	0.9438	0.9715
0.0495	6.3416	2562	0.9511	0.5870	0.9511	0.9752
0.0495	6.3465	2564	0.9689	0.5870	0.9689	0.9843
0.0495	6.3515	2566	0.9881	0.5841	0.9881	0.9940
0.0495	6.3564	2568	0.9935	0.5841	0.9935	0.9968
0.0495	6.3614	2570	1.0177	0.5511	1.0177	1.0088
0.0495	6.3663	2572	1.0282	0.5699	1.0282	1.0140
0.0495	6.3713	2574	1.0193	0.5699	1.0193	1.0096
0.0495	6.3762	2576	0.9941	0.6055	0.9941	0.9971
0.0495	6.3812	2578	0.9714	0.6055	0.9714	0.9856
0.0495	6.3861	2580	0.9441	0.5833	0.9441	0.9717
0.0495	6.3911	2582	0.9351	0.5833	0.9351	0.9670
0.0495	6.3960	2584	0.9222	0.5833	0.9222	0.9603
0.0495	6.4010	2586	0.9203	0.5833	0.9203	0.9593
0.0495	6.4059	2588	0.9266	0.5649	0.9266	0.9626
0.0495	6.4109	2590	0.9329	0.5870	0.9329	0.9659
0.0495	6.4158	2592	0.9482	0.5870	0.9482	0.9738
0.0495	6.4208	2594	0.9593	0.5870	0.9593	0.9795
0.0495	6.4257	2596	0.9708	0.5870	0.9708	0.9853
0.0495	6.4307	2598	0.9845	0.5699	0.9845	0.9922
0.0495	6.4356	2600	0.9959	0.5699	0.9959	0.9980
0.0495	6.4406	2602	1.0114	0.5699	1.0114	1.0057
0.0495	6.4455	2604	0.9959	0.5511	0.9959	0.9980
0.0495	6.4505	2606	0.9863	0.5511	0.9863	0.9931
0.0495	6.4554	2608	0.9726	0.5511	0.9726	0.9862
0.0495	6.4604	2610	0.9594	0.5511	0.9594	0.9795
0.0495	6.4653	2612	0.9457	0.5652	0.9457	0.9725
0.0495	6.4703	2614	0.9365	0.5841	0.9365	0.9677
0.0495	6.4752	2616	0.9369	0.5841	0.9369	0.9680
0.0495	6.4802	2618	0.9332	0.5841	0.9332	0.9660
0.0495	6.4851	2620	0.9341	0.5841	0.9341	0.9665
0.0495	6.4901	2622	0.9311	0.5870	0.9311	0.9649
0.0495	6.4950	2624	0.9224	0.5649	0.9224	0.9604
0.0495	6.5	2626	0.9229	0.5649	0.9229	0.9607
0.0495	6.5050	2628	0.9192	0.5649	0.9192	0.9588
0.0495	6.5099	2630	0.9193	0.5649	0.9193	0.9588
0.0495	6.5149	2632	0.9233	0.5649	0.9233	0.9609
0.0495	6.5198	2634	0.9170	0.5649	0.9170	0.9576
0.0495	6.5248	2636	0.9160	0.5870	0.9160	0.9571
0.0495	6.5297	2638	0.9212	0.5870	0.9212	0.9598
0.0495	6.5347	2640	0.9248	0.5870	0.9248	0.9617
0.0495	6.5396	2642	0.9350	0.5870	0.9350	0.9669
0.0495	6.5446	2644	0.9690	0.5699	0.9690	0.9844
0.0495	6.5495	2646	1.0132	0.5699	1.0132	1.0066
0.0495	6.5545	2648	1.0369	0.5699	1.0369	1.0183
0.0495	6.5594	2650	1.0566	0.5699	1.0566	1.0279
0.0495	6.5644	2652	1.0615	0.5584	1.0615	1.0303
0.0495	6.5693	2654	1.0561	0.5584	1.0561	1.0277
0.0495	6.5743	2656	1.0434	0.5393	1.0434	1.0215
0.0495	6.5792	2658	1.0434	0.5393	1.0434	1.0215
0.0495	6.5842	2660	1.0405	0.5274	1.0405	1.0200
0.0495	6.5891	2662	1.0390	0.5269	1.0390	1.0193
0.0495	6.5941	2664	1.0448	0.5269	1.0448	1.0221
0.0495	6.5990	2666	1.0487	0.5269	1.0487	1.0241
0.0495	6.6040	2668	1.0447	0.5393	1.0447	1.0221
0.0495	6.6089	2670	1.0416	0.5393	1.0416	1.0206
0.0495	6.6139	2672	1.0284	0.5511	1.0284	1.0141
0.0495	6.6188	2674	1.0141	0.5511	1.0141	1.0070
0.0495	6.6238	2676	1.0013	0.5511	1.0013	1.0006
0.0495	6.6287	2678	0.9901	0.5511	0.9901	0.9950
0.0495	6.6337	2680	0.9887	0.5511	0.9887	0.9944
0.0495	6.6386	2682	0.9765	0.5699	0.9765	0.9882
0.0495	6.6436	2684	0.9632	0.5699	0.9632	0.9814
0.0495	6.6485	2686	0.9602	0.5699	0.9602	0.9799
0.0495	6.6535	2688	0.9589	0.6023	0.9589	0.9792
0.0495	6.6584	2690	0.9571	0.6023	0.9571	0.9783
0.0495	6.6634	2692	0.9479	0.5841	0.9479	0.9736
0.0495	6.6683	2694	0.9335	0.5841	0.9335	0.9662
0.0495	6.6733	2696	0.9205	0.5870	0.9205	0.9594
0.0495	6.6782	2698	0.9076	0.6121	0.9076	0.9527
0.0495	6.6832	2700	0.8918	0.6020	0.8918	0.9444
0.0495	6.6881	2702	0.8800	0.6020	0.8800	0.9381
0.0495	6.6931	2704	0.8721	0.6278	0.8721	0.9339
0.0495	6.6980	2706	0.8674	0.6278	0.8674	0.9313
0.0495	6.7030	2708	0.8890	0.6121	0.8890	0.9429
0.0495	6.7079	2710	0.9117	0.5533	0.9117	0.9548
0.0495	6.7129	2712	0.9507	0.5699	0.9507	0.9750
0.0495	6.7178	2714	0.9835	0.5699	0.9835	0.9917
0.0495	6.7228	2716	1.0269	0.5586	1.0269	1.0134
0.0495	6.7277	2718	1.0605	0.5269	1.0605	1.0298
0.0495	6.7327	2720	1.0848	0.5263	1.0848	1.0415
0.0495	6.7376	2722	1.0838	0.5263	1.0838	1.0410
0.0495	6.7426	2724	1.1002	0.5263	1.1002	1.0489
0.0495	6.7475	2726	1.1103	0.5467	1.1103	1.0537
0.0495	6.7525	2728	1.1237	0.5467	1.1237	1.0600
0.0495	6.7574	2730	1.1273	0.5467	1.1273	1.0618
0.0495	6.7624	2732	1.1225	0.5467	1.1225	1.0595
0.0495	6.7673	2734	1.1193	0.5467	1.1193	1.0580
0.0495	6.7723	2736	1.1021	0.5588	1.1021	1.0498
0.0495	6.7772	2738	1.0721	0.5588	1.0721	1.0354
0.0495	6.7822	2740	1.0398	0.5388	1.0398	1.0197
0.0495	6.7871	2742	1.0064	0.5388	1.0064	1.0032
0.0495	6.7921	2744	0.9918	0.5410	0.9918	0.9959
0.0495	6.7970	2746	0.9933	0.5393	0.9933	0.9966
0.0495	6.8020	2748	0.9945	0.5699	0.9945	0.9973
0.0495	6.8069	2750	0.9993	0.5699	0.9993	0.9997
0.0495	6.8119	2752	0.9998	0.5699	0.9998	0.9999
0.0495	6.8168	2754	0.9991	0.5699	0.9991	0.9996
0.0495	6.8218	2756	1.0029	0.5699	1.0029	1.0015
0.0495	6.8267	2758	0.9931	0.5699	0.9931	0.9965
0.0495	6.8317	2760	0.9800	0.5724	0.9800	0.9900
0.0495	6.8366	2762	0.9660	0.5724	0.9660	0.9829
0.0495	6.8416	2764	0.9496	0.5724	0.9496	0.9745
0.0495	6.8465	2766	0.9403	0.5724	0.9403	0.9697
0.0495	6.8515	2768	0.9319	0.5724	0.9319	0.9654
0.0495	6.8564	2770	0.9149	0.6055	0.9149	0.9565
0.0495	6.8614	2772	0.9017	0.6055	0.9017	0.9496
0.0495	6.8663	2774	0.9018	0.6055	0.9018	0.9496
0.0495	6.8713	2776	0.8925	0.6055	0.8925	0.9447
0.0495	6.8762	2778	0.8882	0.6055	0.8882	0.9425
0.0495	6.8812	2780	0.8766	0.6055	0.8766	0.9363
0.0495	6.8861	2782	0.8730	0.6055	0.8730	0.9343
0.0495	6.8911	2784	0.8828	0.6055	0.8828	0.9396
0.0495	6.8960	2786	0.8982	0.6055	0.8982	0.9477
0.0495	6.9010	2788	0.9029	0.6055	0.9029	0.9502
0.0495	6.9059	2790	0.9070	0.6055	0.9070	0.9524
0.0495	6.9109	2792	0.9176	0.6055	0.9176	0.9579
0.0495	6.9158	2794	0.9174	0.6055	0.9174	0.9578
0.0495	6.9208	2796	0.9187	0.6055	0.9187	0.9585
0.0495	6.9257	2798	0.9151	0.6055	0.9151	0.9566
0.0495	6.9307	2800	0.9081	0.6055	0.9081	0.9530
0.0495	6.9356	2802	0.8828	0.6055	0.8828	0.9396
0.0495	6.9406	2804	0.8759	0.6055	0.8759	0.9359
0.0495	6.9455	2806	0.8865	0.6055	0.8865	0.9415
0.0495	6.9505	2808	0.8952	0.6055	0.8952	0.9461
0.0495	6.9554	2810	0.8896	0.6055	0.8896	0.9432
0.0495	6.9604	2812	0.8821	0.6055	0.8821	0.9392
0.0495	6.9653	2814	0.8701	0.6055	0.8701	0.9328
0.0495	6.9703	2816	0.8546	0.5957	0.8546	0.9244
0.0495	6.9752	2818	0.8391	0.5957	0.8391	0.9160
0.0495	6.9802	2820	0.8352	0.5861	0.8352	0.9139
0.0495	6.9851	2822	0.8402	0.5861	0.8402	0.9166
0.0495	6.9901	2824	0.8507	0.5861	0.8507	0.9224
0.0495	6.9950	2826	0.8585	0.5861	0.8585	0.9266
0.0495	7.0	2828	0.8660	0.5861	0.8660	0.9306
0.0495	7.0050	2830	0.8474	0.5759	0.8474	0.9205
0.0495	7.0099	2832	0.8325	0.5955	0.8325	0.9124
0.0495	7.0149	2834	0.8140	0.6434	0.8140	0.9022
0.0495	7.0198	2836	0.7999	0.6259	0.7999	0.8944
0.0495	7.0248	2838	0.7882	0.6259	0.7882	0.8878
0.0495	7.0297	2840	0.7857	0.6295	0.7857	0.8864
0.0495	7.0347	2842	0.7821	0.6092	0.7821	0.8844
0.0495	7.0396	2844	0.7797	0.6092	0.7797	0.8830
0.0495	7.0446	2846	0.7844	0.6092	0.7844	0.8856
0.0495	7.0495	2848	0.7895	0.6092	0.7895	0.8886
0.0495	7.0545	2850	0.7954	0.6058	0.7954	0.8919
0.0495	7.0594	2852	0.8196	0.6241	0.8196	0.9053
0.0495	7.0644	2854	0.8474	0.5976	0.8474	0.9205
0.0495	7.0693	2856	0.8601	0.5861	0.8601	0.9274
0.0495	7.0743	2858	0.8676	0.5861	0.8676	0.9315
0.0495	7.0792	2860	0.8677	0.5645	0.8677	0.9315
0.0495	7.0842	2862	0.8668	0.5645	0.8668	0.9310
0.0495	7.0891	2864	0.8559	0.5645	0.8559	0.9252
0.0495	7.0941	2866	0.8479	0.5645	0.8479	0.9208
0.0495	7.0990	2868	0.8475	0.5553	0.8475	0.9206
0.0495	7.1040	2870	0.8514	0.5649	0.8514	0.9227
0.0495	7.1089	2872	0.8629	0.5833	0.8629	0.9289
0.0495	7.1139	2874	0.8626	0.5833	0.8626	0.9288
0.0495	7.1188	2876	0.8560	0.5833	0.8560	0.9252
0.0495	7.1238	2878	0.8537	0.5833	0.8537	0.9240
0.0495	7.1287	2880	0.8541	0.5833	0.8541	0.9242
0.0495	7.1337	2882	0.8478	0.5833	0.8478	0.9207
0.0495	7.1386	2884	0.8395	0.5889	0.8395	0.9162
0.0495	7.1436	2886	0.8377	0.5889	0.8377	0.9153
0.0495	7.1485	2888	0.8341	0.5889	0.8341	0.9133
0.0495	7.1535	2890	0.8283	0.6140	0.8283	0.9101
0.0495	7.1584	2892	0.8281	0.6140	0.8281	0.9100
0.0495	7.1634	2894	0.8307	0.6140	0.8307	0.9115
0.0495	7.1683	2896	0.8311	0.6140	0.8311	0.9116
0.0495	7.1733	2898	0.8323	0.6140	0.8323	0.9123
0.0495	7.1782	2900	0.8387	0.5889	0.8387	0.9158
0.0495	7.1832	2902	0.8357	0.6140	0.8357	0.9142
0.0495	7.1881	2904	0.8260	0.6140	0.8260	0.9088
0.0495	7.1931	2906	0.8158	0.6039	0.8158	0.9032
0.0495	7.1980	2908	0.8060	0.6058	0.8060	0.8978
0.0495	7.2030	2910	0.8014	0.6058	0.8014	0.8952
0.0495	7.2079	2912	0.7985	0.6259	0.7985	0.8936
0.0495	7.2129	2914	0.8048	0.6259	0.8048	0.8971
0.0495	7.2178	2916	0.8087	0.6259	0.8087	0.8993
0.0495	7.2228	2918	0.8086	0.6259	0.8086	0.8992
0.0495	7.2277	2920	0.8084	0.6259	0.8084	0.8991
0.0495	7.2327	2922	0.8224	0.6039	0.8224	0.9069
0.0495	7.2376	2924	0.8321	0.6140	0.8321	0.9122
0.0495	7.2426	2926	0.8393	0.6192	0.8393	0.9161
0.0495	7.2475	2928	0.8457	0.6192	0.8457	0.9196
0.0495	7.2525	2930	0.8526	0.6192	0.8526	0.9234
0.0495	7.2574	2932	0.8620	0.6382	0.8620	0.9284
0.0495	7.2624	2934	0.8748	0.6382	0.8748	0.9353
0.0495	7.2673	2936	0.8864	0.6382	0.8864	0.9415
0.0495	7.2723	2938	0.9033	0.6121	0.9033	0.9504
0.0495	7.2772	2940	0.9363	0.5778	0.9363	0.9676
0.0495	7.2822	2942	0.9814	0.5704	0.9814	0.9907
0.0495	7.2871	2944	1.0205	0.5709	1.0205	1.0102
0.0495	7.2921	2946	1.0541	0.5588	1.0541	1.0267
0.0495	7.2970	2948	1.0823	0.5588	1.0823	1.0403
0.0495	7.3020	2950	1.0930	0.5118	1.0930	1.0454
0.0495	7.3069	2952	1.0941	0.5	1.0941	1.0460
0.0495	7.3119	2954	1.0893	0.5349	1.0893	1.0437
0.0495	7.3168	2956	1.0838	0.5588	1.0838	1.0411
0.0495	7.3218	2958	1.0693	0.5588	1.0693	1.0341
0.0495	7.3267	2960	1.0585	0.5388	1.0585	1.0288
0.0495	7.3317	2962	1.0486	0.5388	1.0486	1.0240
0.0495	7.3366	2964	1.0430	0.5511	1.0430	1.0213
0.0495	7.3416	2966	1.0308	0.5511	1.0308	1.0153
0.0495	7.3465	2968	1.0206	0.5704	1.0206	1.0103
0.0495	7.3515	2970	1.0251	0.5704	1.0251	1.0125
0.0495	7.3564	2972	1.0394	0.5704	1.0394	1.0195
0.0495	7.3614	2974	1.0497	0.5704	1.0497	1.0246
0.0495	7.3663	2976	1.0571	0.5704	1.0571	1.0282
0.0495	7.3713	2978	1.0640	0.5704	1.0640	1.0315
0.0495	7.3762	2980	1.0591	0.5704	1.0591	1.0291
0.0495	7.3812	2982	1.0491	0.5704	1.0491	1.0242
0.0495	7.3861	2984	1.0414	0.5704	1.0414	1.0205
0.0495	7.3911	2986	1.0366	0.5704	1.0366	1.0182
0.0495	7.3960	2988	1.0306	0.5511	1.0306	1.0152
0.0495	7.4010	2990	1.0234	0.5511	1.0234	1.0116
0.0495	7.4059	2992	1.0228	0.5511	1.0228	1.0114
0.0495	7.4109	2994	1.0308	0.5511	1.0308	1.0153
0.0495	7.4158	2996	1.0287	0.5511	1.0287	1.0142
0.0495	7.4208	2998	1.0232	0.5511	1.0232	1.0115
0.0419	7.4257	3000	1.0243	0.5511	1.0243	1.0121
0.0419	7.4307	3002	1.0278	0.5511	1.0278	1.0138
0.0419	7.4356	3004	1.0313	0.5511	1.0313	1.0155
0.0419	7.4406	3006	1.0320	0.5511	1.0320	1.0159
0.0419	7.4455	3008	1.0261	0.5511	1.0261	1.0130
0.0419	7.4505	3010	1.0239	0.5511	1.0239	1.0119
0.0419	7.4554	3012	1.0251	0.5511	1.0251	1.0125
0.0419	7.4604	3014	1.0293	0.5511	1.0293	1.0145
0.0419	7.4653	3016	1.0405	0.5511	1.0405	1.0200
0.0419	7.4703	3018	1.0511	0.5388	1.0511	1.0252
0.0419	7.4752	3020	1.0624	0.5388	1.0624	1.0307
0.0419	7.4802	3022	1.0857	0.5388	1.0857	1.0420
0.0419	7.4851	3024	1.0980	0.5388	1.0980	1.0479
0.0419	7.4901	3026	1.0998	0.5588	1.0998	1.0487
0.0419	7.4950	3028	1.1160	0.5349	1.1160	1.0564
0.0419	7.5	3030	1.1468	0.5118	1.1468	1.0709
0.0419	7.5050	3032	1.1705	0.5118	1.1705	1.0819
0.0419	7.5099	3034	1.1999	0.5	1.1999	1.0954
0.0419	7.5149	3036	1.2289	0.5	1.2289	1.1086
0.0419	7.5198	3038	1.2531	0.5	1.2531	1.1194
0.0419	7.5248	3040	1.2780	0.4882	1.2780	1.1305
0.0419	7.5297	3042	1.2985	0.4082	1.2985	1.1395
0.0419	7.5347	3044	1.3174	0.4093	1.3174	1.1478
0.0419	7.5396	3046	1.3308	0.4093	1.3308	1.1536
0.0419	7.5446	3048	1.3423	0.4093	1.3423	1.1586
0.0419	7.5495	3050	1.3423	0.4093	1.3423	1.1586
0.0419	7.5545	3052	1.3332	0.4214	1.3332	1.1547
0.0419	7.5594	3054	1.3088	0.4214	1.3088	1.1440
0.0419	7.5644	3056	1.2684	0.4780	1.2684	1.1262
0.0419	7.5693	3058	1.2443	0.5	1.2443	1.1155
0.0419	7.5743	3060	1.2321	0.5	1.2321	1.1100
0.0419	7.5792	3062	1.2120	0.4795	1.2120	1.1009
0.0419	7.5842	3064	1.1941	0.5025	1.1941	1.0928
0.0419	7.5891	3066	1.1659	0.5025	1.1659	1.0798
0.0419	7.5941	3068	1.1435	0.5349	1.1435	1.0693
0.0419	7.5990	3070	1.1236	0.5588	1.1236	1.0600
0.0419	7.6040	3072	1.1115	0.5588	1.1115	1.0543
0.0419	7.6089	3074	1.1062	0.5588	1.1062	1.0518
0.0419	7.6139	3076	1.0950	0.5588	1.0950	1.0464
0.0419	7.6188	3078	1.0858	0.5588	1.0858	1.0420
0.0419	7.6238	3080	1.0810	0.5588	1.0810	1.0397
0.0419	7.6287	3082	1.0847	0.5588	1.0847	1.0415
0.0419	7.6337	3084	1.0857	0.5588	1.0857	1.0420
0.0419	7.6386	3086	1.0895	0.5588	1.0895	1.0438
0.0419	7.6436	3088	1.0931	0.5408	1.0931	1.0455
0.0419	7.6485	3090	1.1079	0.5349	1.1079	1.0526
0.0419	7.6535	3092	1.1233	0.5349	1.1233	1.0599
0.0419	7.6584	3094	1.1413	0.5349	1.1413	1.0683
0.0419	7.6634	3096	1.1585	0.5349	1.1585	1.0763
0.0419	7.6683	3098	1.1737	0.5349	1.1737	1.0834
0.0419	7.6733	3100	1.1717	0.5349	1.1717	1.0824
0.0419	7.6782	3102	1.1782	0.5229	1.1782	1.0854
0.0419	7.6832	3104	1.1796	0.5229	1.1796	1.0861
0.0419	7.6881	3106	1.1811	0.5229	1.1811	1.0868
0.0419	7.6931	3108	1.1705	0.5349	1.1705	1.0819
0.0419	7.6980	3110	1.1703	0.5349	1.1703	1.0818
0.0419	7.7030	3112	1.1660	0.5349	1.1660	1.0798
0.0419	7.7079	3114	1.1586	0.5229	1.1586	1.0764
0.0419	7.7129	3116	1.1469	0.5349	1.1469	1.0709
0.0419	7.7178	3118	1.1337	0.5349	1.1337	1.0648
0.0419	7.7228	3120	1.1205	0.5368	1.1205	1.0585
0.0419	7.7277	3122	1.1099	0.5368	1.1099	1.0535
0.0419	7.7327	3124	1.0460	0.5613	1.0460	1.0227
0.0419	7.7376	3126	1.0062	0.5613	1.0062	1.0031
0.0419	7.7426	3128	0.9801	0.5534	0.9801	0.9900
0.0419	7.7475	3130	0.9557	0.5792	0.9557	0.9776
0.0419	7.7525	3132	0.9395	0.5785	0.9395	0.9693
0.0419	7.7574	3134	0.9233	0.5785	0.9233	0.9609
0.0419	7.7624	3136	0.9094	0.6033	0.9094	0.9536
0.0419	7.7673	3138	0.8942	0.6033	0.8942	0.9456
0.0419	7.7723	3140	0.8937	0.6033	0.8937	0.9454
0.0419	7.7772	3142	0.8897	0.6382	0.8897	0.9432
0.0419	7.7822	3144	0.8826	0.6382	0.8826	0.9395
0.0419	7.7871	3146	0.8484	0.6192	0.8484	0.9211
0.0419	7.7921	3148	0.8120	0.6087	0.8120	0.9011
0.0419	7.7970	3150	0.7869	0.6087	0.7869	0.8871
0.0419	7.8020	3152	0.7539	0.5889	0.7539	0.8683
0.0419	7.8069	3154	0.7265	0.5919	0.7265	0.8523
0.0419	7.8119	3156	0.7124	0.5984	0.7124	0.8440
0.0419	7.8168	3158	0.7098	0.5984	0.7098	0.8425
0.0419	7.8218	3160	0.7121	0.5984	0.7121	0.8439
0.0419	7.8267	3162	0.7218	0.5951	0.7218	0.8496
0.0419	7.8317	3164	0.7504	0.5899	0.7504	0.8663
0.0419	7.8366	3166	0.7783	0.5746	0.7783	0.8822
0.0419	7.8416	3168	0.8057	0.6087	0.8057	0.8976
0.0419	7.8465	3170	0.8370	0.6278	0.8370	0.9149
0.0419	7.8515	3172	0.8623	0.6298	0.8623	0.9286
0.0419	7.8564	3174	0.8866	0.6136	0.8866	0.9416
0.0419	7.8614	3176	0.9163	0.6049	0.9163	0.9572
0.0419	7.8663	3178	0.9418	0.5709	0.9418	0.9704
0.0419	7.8713	3180	0.9636	0.5709	0.9636	0.9817
0.0419	7.8762	3182	0.9801	0.5709	0.9801	0.9900
0.0419	7.8812	3184	0.9789	0.5709	0.9789	0.9894
0.0419	7.8861	3186	0.9577	0.5709	0.9577	0.9786
0.0419	7.8911	3188	0.9493	0.5709	0.9493	0.9743
0.0419	7.8960	3190	0.9387	0.5709	0.9387	0.9688
0.0419	7.9010	3192	0.9363	0.6049	0.9363	0.9676
0.0419	7.9059	3194	0.9333	0.6049	0.9333	0.9661
0.0419	7.9109	3196	0.9463	0.5709	0.9463	0.9728
0.0419	7.9158	3198	0.9508	0.5709	0.9508	0.9751
0.0419	7.9208	3200	0.9556	0.5709	0.9556	0.9775
0.0419	7.9257	3202	0.9505	0.5709	0.9505	0.9749
0.0419	7.9307	3204	0.9545	0.5511	0.9545	0.9770
0.0419	7.9356	3206	0.9561	0.5534	0.9561	0.9778
0.0419	7.9406	3208	0.9521	0.5534	0.9521	0.9758
0.0419	7.9455	3210	0.9511	0.5534	0.9511	0.9753
0.0419	7.9505	3212	0.9483	0.5534	0.9483	0.9738
0.0419	7.9554	3214	0.9469	0.5534	0.9469	0.9731
0.0419	7.9604	3216	0.9391	0.5534	0.9391	0.9691
0.0419	7.9653	3218	0.9399	0.5534	0.9399	0.9695
0.0419	7.9703	3220	0.9528	0.5736	0.9528	0.9761
0.0419	7.9752	3222	0.9578	0.5736	0.9578	0.9787
0.0419	7.9802	3224	0.9504	0.5736	0.9504	0.9749
0.0419	7.9851	3226	0.9373	0.5736	0.9373	0.9681
0.0419	7.9901	3228	0.9269	0.5736	0.9269	0.9627
0.0419	7.9950	3230	0.9117	0.5888	0.9117	0.9548
0.0419	8.0	3232	0.9027	0.5687	0.9027	0.9501
0.0419	8.0050	3234	0.9139	0.5888	0.9139	0.9560
0.0419	8.0099	3236	0.9285	0.5534	0.9285	0.9636
0.0419	8.0149	3238	0.8951	0.5687	0.8951	0.9461
0.0419	8.0198	3240	0.8654	0.5687	0.8654	0.9302
0.0419	8.0248	3242	0.8362	0.6271	0.8362	0.9145
0.0419	8.0297	3244	0.8136	0.5829	0.8136	0.9020
0.0419	8.0347	3246	0.7919	0.5829	0.7919	0.8899
0.0419	8.0396	3248	0.7748	0.5820	0.7748	0.8802
0.0419	8.0446	3250	0.7630	0.5820	0.7630	0.8735
0.0419	8.0495	3252	0.7518	0.6377	0.7518	0.8671
0.0419	8.0545	3254	0.7463	0.6377	0.7463	0.8639
0.0419	8.0594	3256	0.7450	0.6377	0.7450	0.8631
0.0419	8.0644	3258	0.7473	0.6377	0.7473	0.8644
0.0419	8.0693	3260	0.7508	0.6377	0.7508	0.8665
0.0419	8.0743	3262	0.7541	0.6377	0.7541	0.8684
0.0419	8.0792	3264	0.7584	0.6016	0.7584	0.8709
0.0419	8.0842	3266	0.7597	0.6016	0.7597	0.8716
0.0419	8.0891	3268	0.7644	0.6016	0.7644	0.8743
0.0419	8.0941	3270	0.7728	0.6016	0.7728	0.8791
0.0419	8.0990	3272	0.7870	0.6029	0.7870	0.8872
0.0419	8.1040	3274	0.8014	0.5820	0.8014	0.8952
0.0419	8.1089	3276	0.8094	0.5820	0.8094	0.8997
0.0419	8.1139	3278	0.8168	0.5759	0.8168	0.9037
0.0419	8.1188	3280	0.8256	0.5974	0.8256	0.9087
0.0419	8.1238	3282	0.8354	0.5709	0.8354	0.9140
0.0419	8.1287	3284	0.8527	0.5682	0.8527	0.9234
0.0419	8.1337	3286	0.8737	0.6082	0.8737	0.9347
0.0419	8.1386	3288	0.8947	0.6082	0.8947	0.9459
0.0419	8.1436	3290	0.9148	0.6082	0.9148	0.9565
0.0419	8.1485	3292	0.9259	0.6082	0.9259	0.9622
0.0419	8.1535	3294	0.9271	0.6082	0.9271	0.9628
0.0419	8.1584	3296	0.9253	0.6082	0.9253	0.9619
0.0419	8.1634	3298	0.9303	0.6082	0.9303	0.9645
0.0419	8.1683	3300	0.9419	0.6082	0.9419	0.9705
0.0419	8.1733	3302	0.9564	0.6049	0.9564	0.9780
0.0419	8.1782	3304	0.9649	0.5709	0.9649	0.9823
0.0419	8.1832	3306	0.9648	0.5709	0.9648	0.9822
0.0419	8.1881	3308	0.9674	0.5709	0.9674	0.9835
0.0419	8.1931	3310	0.9635	0.5858	0.9635	0.9816
0.0419	8.1980	3312	0.9521	0.5888	0.9521	0.9757
0.0419	8.2030	3314	0.9489	0.5888	0.9489	0.9741
0.0419	8.2079	3316	0.9513	0.5888	0.9513	0.9753
0.0419	8.2129	3318	0.9488	0.5888	0.9488	0.9740
0.0419	8.2178	3320	0.9456	0.5879	0.9456	0.9724
0.0419	8.2228	3322	0.9443	0.5879	0.9443	0.9718
0.0419	8.2277	3324	0.9446	0.5879	0.9446	0.9719
0.0419	8.2327	3326	0.9543	0.5879	0.9543	0.9769
0.0419	8.2376	3328	0.9620	0.6036	0.9620	0.9808
0.0419	8.2426	3330	0.9638	0.6036	0.9638	0.9817
0.0419	8.2475	3332	0.9617	0.6036	0.9617	0.9807
0.0419	8.2525	3334	0.9573	0.6023	0.9573	0.9784
0.0419	8.2574	3336	0.9580	0.6023	0.9580	0.9788
0.0419	8.2624	3338	0.9577	0.6036	0.9577	0.9786
0.0419	8.2673	3340	0.9624	0.6049	0.9624	0.9810
0.0419	8.2723	3342	0.9724	0.6049	0.9724	0.9861
0.0419	8.2772	3344	0.9883	0.6049	0.9883	0.9942
0.0419	8.2822	3346	1.0062	0.5709	1.0062	1.0031
0.0419	8.2871	3348	1.0243	0.5468	1.0243	1.0121
0.0419	8.2921	3350	1.0440	0.5349	1.0440	1.0218
0.0419	8.2970	3352	1.0541	0.5349	1.0541	1.0267
0.0419	8.3020	3354	1.0590	0.5349	1.0590	1.0291
0.0419	8.3069	3356	1.0622	0.5349	1.0622	1.0306
0.0419	8.3119	3358	1.0618	0.5349	1.0618	1.0305
0.0419	8.3168	3360	1.0552	0.5349	1.0552	1.0272
0.0419	8.3218	3362	1.0439	0.5147	1.0439	1.0217
0.0419	8.3267	3364	1.0415	0.5147	1.0415	1.0205
0.0419	8.3317	3366	1.0455	0.5147	1.0455	1.0225
0.0419	8.3366	3368	1.0453	0.5147	1.0453	1.0224
0.0419	8.3416	3370	1.0489	0.5147	1.0489	1.0242
0.0419	8.3465	3372	1.0586	0.5147	1.0586	1.0289
0.0419	8.3515	3374	1.0662	0.5147	1.0662	1.0326
0.0419	8.3564	3376	1.0751	0.5147	1.0751	1.0369
0.0419	8.3614	3378	1.0761	0.5147	1.0761	1.0373
0.0419	8.3663	3380	1.0756	0.5147	1.0756	1.0371
0.0419	8.3713	3382	1.0709	0.5147	1.0709	1.0348
0.0419	8.3762	3384	1.0626	0.5147	1.0626	1.0308
0.0419	8.3812	3386	1.0585	0.5147	1.0585	1.0288
0.0419	8.3861	3388	1.0590	0.5147	1.0590	1.0291
0.0419	8.3911	3390	1.0601	0.5147	1.0601	1.0296
0.0419	8.3960	3392	1.0666	0.5147	1.0666	1.0328
0.0419	8.4010	3394	1.0797	0.5147	1.0797	1.0391
0.0419	8.4059	3396	1.0810	0.5147	1.0810	1.0397
0.0419	8.4109	3398	1.0789	0.5147	1.0789	1.0387
0.0419	8.4158	3400	1.0780	0.5147	1.0780	1.0383
0.0419	8.4208	3402	1.0860	0.5147	1.0860	1.0421
0.0419	8.4257	3404	1.0972	0.5147	1.0972	1.0475
0.0419	8.4307	3406	1.1108	0.5147	1.1108	1.0540
0.0419	8.4356	3408	1.1183	0.5147	1.1183	1.0575
0.0419	8.4406	3410	1.1271	0.5147	1.1271	1.0616
0.0419	8.4455	3412	1.1312	0.4916	1.1312	1.0636
0.0419	8.4505	3414	1.1348	0.5118	1.1348	1.0653
0.0419	8.4554	3416	1.1345	0.5118	1.1345	1.0651
0.0419	8.4604	3418	1.1308	0.5118	1.1308	1.0634
0.0419	8.4653	3420	1.1292	0.5118	1.1292	1.0627
0.0419	8.4703	3422	1.1230	0.5118	1.1230	1.0597
0.0419	8.4752	3424	1.1182	0.5118	1.1182	1.0574
0.0419	8.4802	3426	1.1054	0.5118	1.1054	1.0514
0.0419	8.4851	3428	1.0922	0.5118	1.0922	1.0451
0.0419	8.4901	3430	1.0465	0.5468	1.0465	1.0230
0.0419	8.4950	3432	1.0117	0.5709	1.0117	1.0058
0.0419	8.5	3434	0.9875	0.6049	0.9875	0.9937
0.0419	8.5050	3436	0.9658	0.6049	0.9658	0.9827
0.0419	8.5099	3438	0.9512	0.6023	0.9512	0.9753
0.0419	8.5149	3440	0.9362	0.5841	0.9362	0.9676
0.0419	8.5198	3442	0.9189	0.5771	0.9189	0.9586
0.0419	8.5248	3444	0.8995	0.5771	0.8995	0.9484
0.0419	8.5297	3446	0.8863	0.5919	0.8863	0.9414
0.0419	8.5347	3448	0.8715	0.5694	0.8715	0.9335
0.0419	8.5396	3450	0.8625	0.5694	0.8625	0.9287
0.0419	8.5446	3452	0.8591	0.5694	0.8591	0.9269
0.0419	8.5495	3454	0.8559	0.5694	0.8559	0.9252
0.0419	8.5545	3456	0.8564	0.5694	0.8564	0.9254
0.0419	8.5594	3458	0.8598	0.5694	0.8598	0.9272
0.0419	8.5644	3460	0.8647	0.5694	0.8647	0.9299
0.0419	8.5693	3462	0.8685	0.5694	0.8685	0.9319
0.0419	8.5743	3464	0.8669	0.5694	0.8669	0.9311
0.0419	8.5792	3466	0.8664	0.5939	0.8664	0.9308
0.0419	8.5842	3468	0.8675	0.5939	0.8675	0.9314
0.0419	8.5891	3470	0.8656	0.5939	0.8656	0.9304
0.0419	8.5941	3472	0.8622	0.5939	0.8622	0.9286
0.0419	8.5990	3474	0.8619	0.5939	0.8619	0.9284
0.0419	8.6040	3476	0.8616	0.5939	0.8616	0.9282
0.0419	8.6089	3478	0.8590	0.5939	0.8590	0.9268
0.0419	8.6139	3480	0.8585	0.6175	0.8585	0.9266
0.0419	8.6188	3482	0.8595	0.6175	0.8595	0.9271
0.0419	8.6238	3484	0.8564	0.6175	0.8564	0.9254
0.0419	8.6287	3486	0.8535	0.6175	0.8535	0.9238
0.0419	8.6337	3488	0.8511	0.5781	0.8511	0.9225
0.0419	8.6386	3490	0.8493	0.5811	0.8493	0.9216
0.0419	8.6436	3492	0.8476	0.5811	0.8476	0.9206
0.0419	8.6485	3494	0.8447	0.5811	0.8447	0.9191
0.0419	8.6535	3496	0.8471	0.6016	0.8471	0.9204
0.0419	8.6584	3498	0.8545	0.5982	0.8545	0.9244
0.0373	8.6634	3500	0.8651	0.5982	0.8651	0.9301
0.0373	8.6683	3502	0.8726	0.5919	0.8726	0.9341
0.0373	8.6733	3504	0.8781	0.5919	0.8781	0.9371
0.0373	8.6782	3506	0.8884	0.6020	0.8884	0.9425
0.0373	8.6832	3508	0.8967	0.6020	0.8967	0.9469
0.0373	8.6881	3510	0.9060	0.6121	0.9060	0.9518
0.0373	8.6931	3512	0.9162	0.6121	0.9162	0.9572
0.0373	8.6980	3514	0.9295	0.5841	0.9295	0.9641
0.0373	8.7030	3516	0.9423	0.5841	0.9423	0.9707
0.0373	8.7079	3518	0.9574	0.5841	0.9574	0.9785
0.0373	8.7129	3520	0.9651	0.6023	0.9651	0.9824
0.0373	8.7178	3522	0.9660	0.6023	0.9660	0.9828
0.0373	8.7228	3524	0.9693	0.6023	0.9693	0.9845
0.0373	8.7277	3526	0.9738	0.6023	0.9738	0.9868
0.0373	8.7327	3528	0.9760	0.6023	0.9760	0.9879
0.0373	8.7376	3530	0.9745	0.5841	0.9745	0.9872
0.0373	8.7426	3532	0.9683	0.5841	0.9683	0.9840
0.0373	8.7475	3534	0.9619	0.5841	0.9619	0.9808
0.0373	8.7525	3536	0.9552	0.5841	0.9552	0.9773
0.0373	8.7574	3538	0.9483	0.5841	0.9483	0.9738
0.0373	8.7624	3540	0.9412	0.5652	0.9412	0.9702
0.0373	8.7673	3542	0.9313	0.5652	0.9313	0.9650
0.0373	8.7723	3544	0.9233	0.5652	0.9233	0.9609
0.0373	8.7772	3546	0.9132	0.5677	0.9132	0.9556
0.0373	8.7822	3548	0.9022	0.5930	0.9022	0.9499
0.0373	8.7871	3550	0.8979	0.5827	0.8979	0.9476
0.0373	8.7921	3552	0.8894	0.5725	0.8894	0.9431
0.0373	8.7970	3554	0.8815	0.5725	0.8815	0.9389
0.0373	8.8020	3556	0.8758	0.5725	0.8758	0.9359
0.0373	8.8069	3558	0.8724	0.5919	0.8724	0.9340
0.0373	8.8119	3560	0.8681	0.5919	0.8681	0.9317
0.0373	8.8168	3562	0.8649	0.5919	0.8649	0.9300
0.0373	8.8218	3564	0.8637	0.6175	0.8637	0.9294
0.0373	8.8267	3566	0.8650	0.6175	0.8650	0.9300
0.0373	8.8317	3568	0.8690	0.5919	0.8690	0.9322
0.0373	8.8366	3570	0.8728	0.5919	0.8728	0.9342
0.0373	8.8416	3572	0.8751	0.5919	0.8751	0.9355
0.0373	8.8465	3574	0.8785	0.5919	0.8785	0.9373
0.0373	8.8515	3576	0.8781	0.5919	0.8781	0.9371
0.0373	8.8564	3578	0.8826	0.5919	0.8826	0.9395
0.0373	8.8614	3580	0.8928	0.5919	0.8928	0.9449
0.0373	8.8663	3582	0.9091	0.5673	0.9091	0.9535
0.0373	8.8713	3584	0.9255	0.5928	0.9255	0.9620
0.0373	8.8762	3586	0.9369	0.5841	0.9369	0.9679
0.0373	8.8812	3588	0.9485	0.5841	0.9485	0.9739
0.0373	8.8861	3590	0.9573	0.5841	0.9573	0.9784
0.0373	8.8911	3592	0.9618	0.5841	0.9618	0.9807
0.0373	8.8960	3594	0.9525	0.5841	0.9525	0.9760
0.0373	8.9010	3596	0.9464	0.5841	0.9464	0.9728
0.0373	8.9059	3598	0.9444	0.5841	0.9444	0.9718
0.0373	8.9109	3600	0.9425	0.5841	0.9425	0.9708
0.0373	8.9158	3602	0.9433	0.6023	0.9433	0.9712
0.0373	8.9208	3604	0.9433	0.6023	0.9433	0.9712
0.0373	8.9257	3606	0.9398	0.6023	0.9398	0.9694
0.0373	8.9307	3608	0.9376	0.6023	0.9376	0.9683
0.0373	8.9356	3610	0.9346	0.6023	0.9346	0.9667
0.0373	8.9406	3612	0.9295	0.5928	0.9295	0.9641
0.0373	8.9455	3614	0.9248	0.5928	0.9248	0.9617
0.0373	8.9505	3616	0.9215	0.5928	0.9215	0.9599
0.0373	8.9554	3618	0.9200	0.5771	0.9200	0.9592
0.0373	8.9604	3620	0.9187	0.5771	0.9187	0.9585
0.0373	8.9653	3622	0.9205	0.5870	0.9205	0.9594
0.0373	8.9703	3624	0.9251	0.5870	0.9251	0.9618
0.0373	8.9752	3626	0.9288	0.5870	0.9288	0.9637
0.0373	8.9802	3628	0.9297	0.5870	0.9297	0.9642
0.0373	8.9851	3630	0.9296	0.5870	0.9296	0.9642
0.0373	8.9901	3632	0.9286	0.5870	0.9286	0.9636
0.0373	8.9950	3634	0.9292	0.5870	0.9292	0.9639
0.0373	9.0	3636	0.9327	0.5850	0.9327	0.9658
0.0373	9.0050	3638	0.9375	0.5850	0.9375	0.9682
0.0373	9.0099	3640	0.9444	0.6036	0.9444	0.9718
0.0373	9.0149	3642	0.9546	0.6049	0.9546	0.9770
0.0373	9.0198	3644	0.9619	0.6049	0.9619	0.9808
0.0373	9.0248	3646	0.9719	0.6049	0.9719	0.9858
0.0373	9.0297	3648	0.9812	0.6049	0.9812	0.9906
0.0373	9.0347	3650	0.9905	0.5709	0.9905	0.9952
0.0373	9.0396	3652	0.9947	0.5709	0.9947	0.9973
0.0373	9.0446	3654	0.9955	0.5709	0.9955	0.9977
0.0373	9.0495	3656	0.9914	0.5709	0.9914	0.9957
0.0373	9.0545	3658	0.9880	0.5709	0.9880	0.9940
0.0373	9.0594	3660	0.9845	0.6049	0.9845	0.9922
0.0373	9.0644	3662	0.9811	0.6049	0.9811	0.9905
0.0373	9.0693	3664	0.9771	0.6049	0.9771	0.9885
0.0373	9.0743	3666	0.9676	0.6049	0.9676	0.9837
0.0373	9.0792	3668	0.9564	0.6049	0.9564	0.9780
0.0373	9.0842	3670	0.9519	0.6036	0.9519	0.9756
0.0373	9.0891	3672	0.9484	0.6036	0.9484	0.9739
0.0373	9.0941	3674	0.9472	0.6036	0.9472	0.9732
0.0373	9.0990	3676	0.9447	0.6036	0.9447	0.9719
0.0373	9.1040	3678	0.9399	0.6036	0.9399	0.9695
0.0373	9.1089	3680	0.9349	0.6023	0.9349	0.9669
0.0373	9.1139	3682	0.9297	0.6023	0.9297	0.9642
0.0373	9.1188	3684	0.9239	0.6023	0.9239	0.9612
0.0373	9.1238	3686	0.9166	0.5870	0.9166	0.9574
0.0373	9.1287	3688	0.9105	0.5870	0.9105	0.9542
0.0373	9.1337	3690	0.9057	0.5870	0.9057	0.9517
0.0373	9.1386	3692	0.9046	0.5870	0.9046	0.9511
0.0373	9.1436	3694	0.9044	0.5870	0.9044	0.9510
0.0373	9.1485	3696	0.9013	0.5870	0.9013	0.9494
0.0373	9.1535	3698	0.9015	0.5870	0.9015	0.9495
0.0373	9.1584	3700	0.9049	0.5879	0.9049	0.9512
0.0373	9.1634	3702	0.9080	0.5879	0.9080	0.9529
0.0373	9.1683	3704	0.9104	0.5879	0.9104	0.9542
0.0373	9.1733	3706	0.9125	0.5888	0.9125	0.9552
0.0373	9.1782	3708	0.9178	0.5888	0.9178	0.9580
0.0373	9.1832	3710	0.9229	0.5858	0.9229	0.9607
0.0373	9.1881	3712	0.9288	0.5858	0.9288	0.9638
0.0373	9.1931	3714	0.9316	0.5858	0.9316	0.9652
0.0373	9.1980	3716	0.9347	0.5858	0.9347	0.9668
0.0373	9.2030	3718	0.9388	0.5858	0.9388	0.9689
0.0373	9.2079	3720	0.9432	0.5858	0.9432	0.9712
0.0373	9.2129	3722	0.9501	0.5709	0.9501	0.9747
0.0373	9.2178	3724	0.9555	0.5709	0.9555	0.9775
0.0373	9.2228	3726	0.9566	0.5709	0.9566	0.9780
0.0373	9.2277	3728	0.9593	0.5709	0.9593	0.9795
0.0373	9.2327	3730	0.9574	0.5709	0.9574	0.9785
0.0373	9.2376	3732	0.9544	0.5709	0.9544	0.9770
0.0373	9.2426	3734	0.9514	0.5709	0.9514	0.9754
0.0373	9.2475	3736	0.9482	0.5511	0.9482	0.9738
0.0373	9.2525	3738	0.9521	0.5709	0.9521	0.9758
0.0373	9.2574	3740	0.9611	0.5709	0.9611	0.9804
0.0373	9.2624	3742	0.9698	0.5709	0.9698	0.9848
0.0373	9.2673	3744	0.9761	0.5709	0.9761	0.9880
0.0373	9.2723	3746	0.9809	0.5709	0.9809	0.9904
0.0373	9.2772	3748	0.9860	0.5709	0.9860	0.9930
0.0373	9.2822	3750	0.9902	0.5709	0.9902	0.9951
0.0373	9.2871	3752	0.9955	0.5709	0.9955	0.9977
0.0373	9.2921	3754	0.9974	0.5709	0.9974	0.9987
0.0373	9.2970	3756	0.9937	0.5709	0.9937	0.9968
0.0373	9.3020	3758	0.9911	0.5709	0.9911	0.9955
0.0373	9.3069	3760	0.9894	0.5709	0.9894	0.9947
0.0373	9.3119	3762	0.9874	0.5709	0.9874	0.9937
0.0373	9.3168	3764	0.9862	0.5709	0.9862	0.9931
0.0373	9.3218	3766	0.9854	0.5709	0.9854	0.9927
0.0373	9.3267	3768	0.9882	0.5709	0.9882	0.9941
0.0373	9.3317	3770	0.9892	0.5709	0.9892	0.9946
0.0373	9.3366	3772	0.9918	0.5709	0.9918	0.9959
0.0373	9.3416	3774	0.9936	0.5709	0.9936	0.9968
0.0373	9.3465	3776	0.9938	0.5709	0.9938	0.9969
0.0373	9.3515	3778	0.9947	0.5709	0.9947	0.9973
0.0373	9.3564	3780	0.9967	0.5709	0.9967	0.9983
0.0373	9.3614	3782	0.9990	0.5709	0.9990	0.9995
0.0373	9.3663	3784	0.9998	0.5709	0.9998	0.9999
0.0373	9.3713	3786	1.0024	0.5709	1.0024	1.0012
0.0373	9.3762	3788	1.0043	0.5709	1.0043	1.0022
0.0373	9.3812	3790	1.0106	0.5709	1.0106	1.0053
0.0373	9.3861	3792	1.0168	0.5709	1.0168	1.0084
0.0373	9.3911	3794	1.0231	0.5709	1.0231	1.0115
0.0373	9.3960	3796	1.0278	0.5709	1.0278	1.0138
0.0373	9.4010	3798	1.0309	0.5709	1.0309	1.0153
0.0373	9.4059	3800	1.0322	0.5709	1.0322	1.0160
0.0373	9.4109	3802	1.0311	0.5709	1.0311	1.0154
0.0373	9.4158	3804	1.0323	0.5709	1.0323	1.0160
0.0373	9.4208	3806	1.0333	0.5709	1.0333	1.0165
0.0373	9.4257	3808	1.0329	0.5709	1.0329	1.0163
0.0373	9.4307	3810	1.0310	0.5709	1.0310	1.0154
0.0373	9.4356	3812	1.0306	0.5709	1.0306	1.0152
0.0373	9.4406	3814	1.0307	0.5709	1.0307	1.0152
0.0373	9.4455	3816	1.0342	0.5709	1.0342	1.0169
0.0373	9.4505	3818	1.0380	0.5709	1.0380	1.0188
0.0373	9.4554	3820	1.0423	0.5709	1.0423	1.0209
0.0373	9.4604	3822	1.0448	0.5709	1.0448	1.0222
0.0373	9.4653	3824	1.0467	0.5709	1.0467	1.0231
0.0373	9.4703	3826	1.0464	0.5709	1.0464	1.0229
0.0373	9.4752	3828	1.0452	0.5709	1.0452	1.0223
0.0373	9.4802	3830	1.0459	0.5709	1.0459	1.0227
0.0373	9.4851	3832	1.0475	0.5588	1.0475	1.0235
0.0373	9.4901	3834	1.0479	0.5588	1.0479	1.0237
0.0373	9.4950	3836	1.0457	0.5588	1.0457	1.0226
0.0373	9.5	3838	1.0438	0.5588	1.0438	1.0217
0.0373	9.5050	3840	1.0406	0.5588	1.0406	1.0201
0.0373	9.5099	3842	1.0368	0.5709	1.0368	1.0182
0.0373	9.5149	3844	1.0327	0.5588	1.0327	1.0162
0.0373	9.5198	3846	1.0306	0.5588	1.0306	1.0152
0.0373	9.5248	3848	1.0316	0.5467	1.0316	1.0157
0.0373	9.5297	3850	1.0318	0.5263	1.0318	1.0158
0.0373	9.5347	3852	1.0350	0.5263	1.0350	1.0174
0.0373	9.5396	3854	1.0398	0.5263	1.0398	1.0197
0.0373	9.5446	3856	1.0425	0.5263	1.0425	1.0210
0.0373	9.5495	3858	1.0459	0.5467	1.0459	1.0227
0.0373	9.5545	3860	1.0491	0.5467	1.0491	1.0243
0.0373	9.5594	3862	1.0518	0.5467	1.0518	1.0256
0.0373	9.5644	3864	1.0500	0.5467	1.0500	1.0247
0.0373	9.5693	3866	1.0451	0.5467	1.0451	1.0223
0.0373	9.5743	3868	1.0417	0.5467	1.0417	1.0206
0.0373	9.5792	3870	1.0412	0.5467	1.0412	1.0204
0.0373	9.5842	3872	1.0422	0.5467	1.0422	1.0209
0.0373	9.5891	3874	1.0422	0.5588	1.0422	1.0209
0.0373	9.5941	3876	1.0409	0.5709	1.0409	1.0203
0.0373	9.5990	3878	1.0387	0.5709	1.0387	1.0192
0.0373	9.6040	3880	1.0356	0.5709	1.0356	1.0176
0.0373	9.6089	3882	1.0323	0.5709	1.0323	1.0160
0.0373	9.6139	3884	1.0294	0.5709	1.0294	1.0146
0.0373	9.6188	3886	1.0271	0.5709	1.0271	1.0135
0.0373	9.6238	3888	1.0246	0.5709	1.0246	1.0122
0.0373	9.6287	3890	1.0226	0.5709	1.0226	1.0113
0.0373	9.6337	3892	1.0138	0.5709	1.0138	1.0069
0.0373	9.6386	3894	1.0056	0.5709	1.0056	1.0028
0.0373	9.6436	3896	0.9978	0.5709	0.9978	0.9989
0.0373	9.6485	3898	0.9929	0.5709	0.9929	0.9965
0.0373	9.6535	3900	0.9905	0.5709	0.9905	0.9952
0.0373	9.6584	3902	0.9888	0.5709	0.9888	0.9944
0.0373	9.6634	3904	0.9882	0.5709	0.9882	0.9941
0.0373	9.6683	3906	0.9877	0.5511	0.9877	0.9938
0.0373	9.6733	3908	0.9872	0.5511	0.9872	0.9936
0.0373	9.6782	3910	0.9876	0.5388	0.9876	0.9938
0.0373	9.6832	3912	0.9885	0.5388	0.9885	0.9942
0.0373	9.6881	3914	0.9888	0.5511	0.9888	0.9944
0.0373	9.6931	3916	0.9888	0.5511	0.9888	0.9944
0.0373	9.6980	3918	0.9886	0.5511	0.9886	0.9943
0.0373	9.7030	3920	0.9894	0.5511	0.9894	0.9947
0.0373	9.7079	3922	0.9916	0.5511	0.9916	0.9958
0.0373	9.7129	3924	0.9911	0.5709	0.9911	0.9955
0.0373	9.7178	3926	0.9914	0.5709	0.9914	0.9957
0.0373	9.7228	3928	0.9918	0.5709	0.9918	0.9959
0.0373	9.7277	3930	0.9931	0.5709	0.9931	0.9966
0.0373	9.7327	3932	0.9941	0.5709	0.9941	0.9970
0.0373	9.7376	3934	0.9942	0.5709	0.9942	0.9971
0.0373	9.7426	3936	0.9935	0.5709	0.9935	0.9967
0.0373	9.7475	3938	0.9932	0.5709	0.9932	0.9966
0.0373	9.7525	3940	0.9926	0.5709	0.9926	0.9963
0.0373	9.7574	3942	0.9919	0.5709	0.9919	0.9959
0.0373	9.7624	3944	0.9924	0.5709	0.9924	0.9962
0.0373	9.7673	3946	0.9934	0.5709	0.9934	0.9967
0.0373	9.7723	3948	0.9941	0.5709	0.9941	0.9971
0.0373	9.7772	3950	0.9948	0.5709	0.9948	0.9974
0.0373	9.7822	3952	0.9947	0.5709	0.9947	0.9974
0.0373	9.7871	3954	0.9930	0.5709	0.9930	0.9965
0.0373	9.7921	3956	0.9911	0.5511	0.9911	0.9956
0.0373	9.7970	3958	0.9889	0.5511	0.9889	0.9944
0.0373	9.8020	3960	0.9877	0.5511	0.9877	0.9938
0.0373	9.8069	3962	0.9852	0.5511	0.9852	0.9926
0.0373	9.8119	3964	0.9841	0.5511	0.9841	0.9920
0.0373	9.8168	3966	0.9834	0.5511	0.9834	0.9917
0.0373	9.8218	3968	0.9826	0.5511	0.9826	0.9913
0.0373	9.8267	3970	0.9822	0.5511	0.9822	0.9910
0.0373	9.8317	3972	0.9822	0.5511	0.9822	0.9911
0.0373	9.8366	3974	0.9825	0.5511	0.9825	0.9912
0.0373	9.8416	3976	0.9831	0.5511	0.9831	0.9915
0.0373	9.8465	3978	0.9832	0.5511	0.9832	0.9915
0.0373	9.8515	3980	0.9834	0.5511	0.9834	0.9917
0.0373	9.8564	3982	0.9841	0.5511	0.9841	0.9920
0.0373	9.8614	3984	0.9851	0.5511	0.9851	0.9925
0.0373	9.8663	3986	0.9851	0.5511	0.9851	0.9925
0.0373	9.8713	3988	0.9854	0.5511	0.9854	0.9926
0.0373	9.8762	3990	0.9854	0.5511	0.9854	0.9927
0.0373	9.8812	3992	0.9854	0.5511	0.9854	0.9927
0.0373	9.8861	3994	0.9856	0.5511	0.9856	0.9928
0.0373	9.8911	3996	0.9851	0.5511	0.9851	0.9925
0.0373	9.8960	3998	0.9846	0.5511	0.9846	0.9923
0.0348	9.9010	4000	0.9837	0.5511	0.9837	0.9918
0.0348	9.9059	4002	0.9829	0.5511	0.9829	0.9914
0.0348	9.9109	4004	0.9826	0.5511	0.9826	0.9913
0.0348	9.9158	4006	0.9823	0.5511	0.9823	0.9911
0.0348	9.9208	4008	0.9820	0.5511	0.9820	0.9910
0.0348	9.9257	4010	0.9817	0.5511	0.9817	0.9908
0.0348	9.9307	4012	0.9815	0.5511	0.9815	0.9907
0.0348	9.9356	4014	0.9817	0.5511	0.9817	0.9908
0.0348	9.9406	4016	0.9820	0.5511	0.9820	0.9910
0.0348	9.9455	4018	0.9827	0.5511	0.9827	0.9913
0.0348	9.9505	4020	0.9833	0.5511	0.9833	0.9916
0.0348	9.9554	4022	0.9835	0.5511	0.9835	0.9917
0.0348	9.9604	4024	0.9835	0.5511	0.9835	0.9917
0.0348	9.9653	4026	0.9836	0.5511	0.9836	0.9918
0.0348	9.9703	4028	0.9837	0.5511	0.9837	0.9918
0.0348	9.9752	4030	0.9837	0.5511	0.9837	0.9918
0.0348	9.9802	4032	0.9831	0.5511	0.9831	0.9915
0.0348	9.9851	4034	0.9827	0.5511	0.9827	0.9913
0.0348	9.9901	4036	0.9824	0.5511	0.9824	0.9912
0.0348	9.9950	4038	0.9822	0.5511	0.9822	0.9911
0.0348	10.0	4040	0.9821	0.5511	0.9821	0.9910

Framework versions

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