Arabic_FineTuningAraBERT_AugV4-trial2_k10_task1_organization_fold0

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: 0.9841
• Qwk: 0.7421
• Mse: 0.9841
• Rmse: 0.9920

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0100	2	4.8819	0.0055	4.8819	2.2095
No log	0.0199	4	2.4210	0.0677	2.4210	1.5559
No log	0.0299	6	1.4278	0.2523	1.4278	1.1949
No log	0.0398	8	1.3908	0.0486	1.3908	1.1793
No log	0.0498	10	1.5077	0.2491	1.5077	1.2279
No log	0.0597	12	1.4502	0.2974	1.4502	1.2042
No log	0.0697	14	1.4004	0.0742	1.4004	1.1834
No log	0.0796	16	1.4135	0.1744	1.4135	1.1889
No log	0.0896	18	2.4358	0.1760	2.4358	1.5607
No log	0.0995	20	2.8451	0.0	2.8451	1.6868
No log	0.1095	22	2.4203	-0.1025	2.4203	1.5557
No log	0.1194	24	2.2357	-0.0474	2.2357	1.4952
No log	0.1294	26	2.0237	0.0597	2.0237	1.4226
No log	0.1393	28	1.8960	0.1348	1.8960	1.3770
No log	0.1493	30	1.9738	0.0275	1.9738	1.4049
No log	0.1592	32	1.9717	0.0	1.9717	1.4042
No log	0.1692	34	1.9220	0.0801	1.9220	1.3863
No log	0.1791	36	1.8145	0.1348	1.8145	1.3470
No log	0.1891	38	1.8072	0.1348	1.8072	1.3443
No log	0.1990	40	1.9907	0.2518	1.9907	1.4109
No log	0.2090	42	2.1944	0.2134	2.1944	1.4813
No log	0.2189	44	2.4173	0.2256	2.4173	1.5548
No log	0.2289	46	2.4141	0.3182	2.4141	1.5537
No log	0.2388	48	2.2065	0.3824	2.2065	1.4854
No log	0.2488	50	1.9935	0.5011	1.9935	1.4119
No log	0.2587	52	1.9482	0.5011	1.9482	1.3958
No log	0.2687	54	1.9501	0.3531	1.9501	1.3965
No log	0.2786	56	1.8841	0.3787	1.8841	1.3726
No log	0.2886	58	2.2070	0.3870	2.2070	1.4856
No log	0.2985	60	2.4040	0.3535	2.4040	1.5505
No log	0.3085	62	2.3801	0.3535	2.3801	1.5428
No log	0.3184	64	2.2688	0.5191	2.2688	1.5063
No log	0.3284	66	2.0884	0.5417	2.0884	1.4451
No log	0.3383	68	1.9984	0.5005	1.9984	1.4136
No log	0.3483	70	1.8927	0.5011	1.8927	1.3757
No log	0.3582	72	2.1381	0.3952	2.1381	1.4622
No log	0.3682	74	1.8784	0.5243	1.8784	1.3705
No log	0.3781	76	1.4769	0.5243	1.4769	1.2153
No log	0.3881	78	1.3009	0.5026	1.3009	1.1406
No log	0.3980	80	1.4292	0.5243	1.4292	1.1955
No log	0.4080	82	1.9432	0.4797	1.9432	1.3940
No log	0.4179	84	2.3311	0.4793	2.3311	1.5268
No log	0.4279	86	2.1934	0.4995	2.1934	1.4810
No log	0.4378	88	1.8241	0.5200	1.8241	1.3506
No log	0.4478	90	1.5280	0.4793	1.5280	1.2361
No log	0.4577	92	1.6512	0.4797	1.6512	1.2850
No log	0.4677	94	2.2061	0.4793	2.2061	1.4853
No log	0.4776	96	2.3486	0.4793	2.3486	1.5325
No log	0.4876	98	2.0017	0.4995	2.0017	1.4148
No log	0.4975	100	2.1041	0.4991	2.1041	1.4505
No log	0.5075	102	1.8655	0.5385	1.8655	1.3658
No log	0.5174	104	1.5014	0.5850	1.5014	1.2253
No log	0.5274	106	1.6228	0.5638	1.6228	1.2739
No log	0.5373	108	1.6421	0.5005	1.6421	1.2814
No log	0.5473	110	1.6108	0.5581	1.6108	1.2692
No log	0.5572	112	1.5317	0.6161	1.5317	1.2376
No log	0.5672	114	1.5917	0.5777	1.5917	1.2616
No log	0.5771	116	1.5425	0.5777	1.5425	1.2420
No log	0.5871	118	1.9752	0.5357	1.9752	1.4054
No log	0.5970	120	2.3129	0.4824	2.3129	1.5208
No log	0.6070	122	1.9787	0.5357	1.9787	1.4067
No log	0.6169	124	1.2531	0.6453	1.2531	1.1194
No log	0.6269	126	1.0611	0.6698	1.0611	1.0301
No log	0.6368	128	1.1479	0.6503	1.1479	1.0714
No log	0.6468	130	1.7476	0.5933	1.7476	1.3220
No log	0.6567	132	2.1516	0.5358	2.1516	1.4668
No log	0.6667	134	1.9391	0.5200	1.9391	1.3925
No log	0.6766	136	1.3633	0.5243	1.3633	1.1676
No log	0.6866	138	1.1122	0.6609	1.1122	1.0546
No log	0.6965	140	1.2470	0.5927	1.2470	1.1167
No log	0.7065	142	1.3803	0.5629	1.3803	1.1749
No log	0.7164	144	1.4739	0.5965	1.4739	1.2141
No log	0.7264	146	1.5684	0.5896	1.5684	1.2524
No log	0.7363	148	1.3294	0.6441	1.3294	1.1530
No log	0.7463	150	1.0229	0.7239	1.0229	1.0114
No log	0.7562	152	1.0395	0.7239	1.0395	1.0196
No log	0.7662	154	1.5395	0.5581	1.5395	1.2408
No log	0.7761	156	2.3467	0.4134	2.3467	1.5319
No log	0.7861	158	2.3944	0.4109	2.3944	1.5474
No log	0.7960	160	2.0543	0.5168	2.0543	1.4333
No log	0.8060	162	1.7284	0.5188	1.7284	1.3147
No log	0.8159	164	1.6123	0.5804	1.6123	1.2698
No log	0.8259	166	1.2638	0.5842	1.2638	1.1242
No log	0.8358	168	1.2355	0.6316	1.2355	1.1115
No log	0.8458	170	1.3974	0.6316	1.3974	1.1821
No log	0.8557	172	1.7123	0.4786	1.7123	1.3086
No log	0.8657	174	2.0897	0.4324	2.0897	1.4456
No log	0.8756	176	2.1798	0.5179	2.1798	1.4764
No log	0.8856	178	1.8590	0.4796	1.8590	1.3635
No log	0.8955	180	1.2637	0.5804	1.2637	1.1241
No log	0.9055	182	1.0869	0.7724	1.0869	1.0426
No log	0.9154	184	1.2567	0.6257	1.2567	1.1210
No log	0.9254	186	1.7052	0.4995	1.7052	1.3058
No log	0.9353	188	2.2176	0.4441	2.2176	1.4891
No log	0.9453	190	2.2752	0.4802	2.2752	1.5084
No log	0.9552	192	2.0854	0.4441	2.0854	1.4441
No log	0.9652	194	1.9557	0.5510	1.9557	1.3985
No log	0.9751	196	1.7610	0.6115	1.7610	1.3270
No log	0.9851	198	1.9448	0.5349	1.9448	1.3945
No log	0.9950	200	1.7987	0.5769	1.7987	1.3412
No log	1.0050	202	1.5097	0.6115	1.5097	1.2287
No log	1.0149	204	1.5435	0.6115	1.5435	1.2424
No log	1.0249	206	1.6447	0.6115	1.6447	1.2824
No log	1.0348	208	1.9603	0.6311	1.9603	1.4001
No log	1.0448	210	1.9473	0.5679	1.9473	1.3955
No log	1.0547	212	1.7676	0.5769	1.7676	1.3295
No log	1.0647	214	1.5799	0.5965	1.5799	1.2569
No log	1.0746	216	1.6832	0.5965	1.6832	1.2974
No log	1.0846	218	2.0381	0.4804	2.0381	1.4276
No log	1.0945	220	2.1433	0.4802	2.1433	1.4640
No log	1.1045	222	1.6751	0.6435	1.6751	1.2942
No log	1.1144	224	1.1505	0.6622	1.1505	1.0726
No log	1.1244	226	1.1683	0.6622	1.1683	1.0809
No log	1.1343	228	1.5905	0.6435	1.5905	1.2611
No log	1.1443	230	1.8987	0.4793	1.8987	1.3780
No log	1.1542	232	1.7667	0.5573	1.7667	1.3292
No log	1.1642	234	1.4795	0.5804	1.4795	1.2163
No log	1.1741	236	1.6504	0.5804	1.6504	1.2847
No log	1.1841	238	1.8559	0.4995	1.8559	1.3623
No log	1.1940	240	2.1648	0.4802	2.1648	1.4713
No log	1.2040	242	2.1457	0.4802	2.1457	1.4648
No log	1.2139	244	1.9878	0.4983	1.9878	1.4099
No log	1.2239	246	1.9689	0.4983	1.9689	1.4032
No log	1.2338	248	2.1367	0.4802	2.1367	1.4618
No log	1.2438	250	1.9509	0.4991	1.9509	1.3967
No log	1.2537	252	1.7687	0.5404	1.7687	1.3299
No log	1.2637	254	1.9389	0.5200	1.9389	1.3924
No log	1.2736	256	2.1300	0.5168	2.1300	1.4594
No log	1.2836	258	2.2026	0.5168	2.2026	1.4841
No log	1.2935	260	1.9245	0.4995	1.9245	1.3872
No log	1.3035	262	1.5827	0.5404	1.5827	1.2580
No log	1.3134	264	1.3100	0.6871	1.3100	1.1446
No log	1.3234	266	1.3918	0.3897	1.3918	1.1797
No log	1.3333	268	1.6542	0.4583	1.6542	1.2862
No log	1.3433	270	1.8618	0.4155	1.8618	1.3645
No log	1.3532	272	2.0081	0.4585	2.0081	1.4171
No log	1.3632	274	1.9325	0.5177	1.9325	1.3902
No log	1.3731	276	1.5374	0.6085	1.5374	1.2399
No log	1.3831	278	1.4156	0.7157	1.4156	1.1898
No log	1.3930	280	1.5022	0.6907	1.5022	1.2256
No log	1.4030	282	1.4127	0.7157	1.4127	1.1886
No log	1.4129	284	1.5211	0.6972	1.5211	1.2333
No log	1.4229	286	1.8936	0.5686	1.8936	1.3761
No log	1.4328	288	1.9825	0.5510	1.9825	1.4080
No log	1.4428	290	1.9639	0.5510	1.9639	1.4014
No log	1.4527	292	1.5307	0.5413	1.5307	1.2372
No log	1.4627	294	1.0383	0.7194	1.0383	1.0190
No log	1.4726	296	0.8968	0.5781	0.8968	0.9470
No log	1.4826	298	0.8668	0.5781	0.8668	0.9310
No log	1.4925	300	0.9994	0.7937	0.9994	0.9997
No log	1.5025	302	1.4495	0.5413	1.4495	1.2039
No log	1.5124	304	2.0712	0.5157	2.0712	1.4392
No log	1.5224	306	2.2003	0.5157	2.2003	1.4833
No log	1.5323	308	1.8683	0.5517	1.8683	1.3669
No log	1.5423	310	1.2691	0.6682	1.2691	1.1265
No log	1.5522	312	0.8694	0.7704	0.8694	0.9324
No log	1.5622	314	0.8270	0.7156	0.8270	0.9094
No log	1.5721	316	0.8999	0.7268	0.8999	0.9486
No log	1.5821	318	1.2486	0.6622	1.2486	1.1174
No log	1.5920	320	1.5974	0.5357	1.5974	1.2639
No log	1.6020	322	1.7912	0.5174	1.7912	1.3384
No log	1.6119	324	1.8129	0.5510	1.8129	1.3464
No log	1.6219	326	1.6129	0.5357	1.6129	1.2700
No log	1.6318	328	1.2897	0.5413	1.2897	1.1357
No log	1.6418	330	1.0848	0.7618	1.0848	1.0415
No log	1.6517	332	1.0565	0.7310	1.0565	1.0278
No log	1.6617	334	1.1650	0.6686	1.1650	1.0794
No log	1.6716	336	1.4080	0.5777	1.4080	1.1866
No log	1.6816	338	1.4013	0.5965	1.4013	1.1837
No log	1.6915	340	1.5208	0.4996	1.5208	1.2332
No log	1.7015	342	1.5446	0.4817	1.5446	1.2428
No log	1.7114	344	1.6412	0.4806	1.6412	1.2811
No log	1.7214	346	1.6052	0.4817	1.6052	1.2670
No log	1.7313	348	1.6604	0.4817	1.6604	1.2886
No log	1.7413	350	1.5485	0.5693	1.5485	1.2444
No log	1.7512	352	1.2058	0.6019	1.2058	1.0981
No log	1.7612	354	0.8690	0.7337	0.8690	0.9322
No log	1.7711	356	0.7922	0.7439	0.7922	0.8900
No log	1.7811	358	1.0185	0.7167	1.0185	1.0092
No log	1.7910	360	1.4737	0.6129	1.4737	1.2140
No log	1.8010	362	1.4959	0.6404	1.4959	1.2231
No log	1.8109	364	1.1781	0.7042	1.1781	1.0854
No log	1.8209	366	0.9359	0.7620	0.9359	0.9674
No log	1.8308	368	0.8184	0.7620	0.8184	0.9047
No log	1.8408	370	0.9839	0.7144	0.9839	0.9919
No log	1.8507	372	1.2733	0.6061	1.2733	1.1284
No log	1.8607	374	1.2767	0.6061	1.2767	1.1299
No log	1.8706	376	1.3970	0.6356	1.3970	1.1820
No log	1.8806	378	1.6080	0.4991	1.6080	1.2681
No log	1.8905	380	1.6844	0.4991	1.6844	1.2978
No log	1.9005	382	1.4869	0.5714	1.4869	1.2194
No log	1.9104	384	1.0878	0.6945	1.0878	1.0430
No log	1.9204	386	0.8708	0.7172	0.8708	0.9332
No log	1.9303	388	0.8930	0.7172	0.8930	0.9450
No log	1.9403	390	1.0815	0.7090	1.0815	1.0399
No log	1.9502	392	1.3858	0.6616	1.3858	1.1772
No log	1.9602	394	1.4814	0.6616	1.4814	1.2171
No log	1.9701	396	1.3604	0.6213	1.3604	1.1664
No log	1.9801	398	1.1042	0.6231	1.1042	1.0508
No log	1.9900	400	0.8430	0.7855	0.8430	0.9182
No log	2.0	402	0.8615	0.7855	0.8615	0.9282
No log	2.0100	404	0.9527	0.8120	0.9527	0.9761
No log	2.0199	406	1.0379	0.7618	1.0379	1.0187
No log	2.0299	408	1.0978	0.7618	1.0978	1.0477
No log	2.0398	410	1.1331	0.7618	1.1331	1.0645
No log	2.0498	412	1.1346	0.7618	1.1346	1.0652
No log	2.0597	414	1.1313	0.7618	1.1313	1.0636
No log	2.0697	416	1.1588	0.7618	1.1588	1.0765
No log	2.0796	418	1.3529	0.5581	1.3529	1.1631
No log	2.0896	420	1.7927	0.5470	1.7927	1.3389
No log	2.0995	422	2.0469	0.6160	2.0469	1.4307
No log	2.1095	424	1.9203	0.5470	1.9203	1.3857
No log	2.1194	426	1.4861	0.5737	1.4861	1.2191
No log	2.1294	428	1.0435	0.7216	1.0435	1.0215
No log	2.1393	430	0.8651	0.7823	0.8651	0.9301
No log	2.1493	432	0.8662	0.7801	0.8662	0.9307
No log	2.1592	434	0.8890	0.7264	0.8890	0.9429
No log	2.1692	436	1.0216	0.7752	1.0216	1.0107
No log	2.1791	438	1.3134	0.7583	1.3134	1.1460
No log	2.1891	440	1.5042	0.5470	1.5042	1.2265
No log	2.1990	442	1.4031	0.5188	1.4031	1.1845
No log	2.2090	444	1.1165	0.7844	1.1165	1.0567
No log	2.2189	446	0.9337	0.7729	0.9337	0.9663
No log	2.2289	448	0.8704	0.7823	0.8704	0.9330
No log	2.2388	450	0.9413	0.7525	0.9413	0.9702
No log	2.2488	452	1.1650	0.7014	1.1650	1.0794
No log	2.2587	454	1.4217	0.7055	1.4217	1.1924
No log	2.2687	456	1.5562	0.6611	1.5562	1.2475
No log	2.2786	458	1.4837	0.6611	1.4837	1.2181
No log	2.2886	460	1.4057	0.7055	1.4057	1.1856
No log	2.2985	462	1.4544	0.5958	1.4544	1.2060
No log	2.3085	464	1.4786	0.5366	1.4786	1.2160
No log	2.3184	466	1.5376	0.5366	1.5376	1.2400
No log	2.3284	468	1.5346	0.5366	1.5346	1.2388
No log	2.3383	470	1.4374	0.5926	1.4374	1.1989
No log	2.3483	472	1.2944	0.7047	1.2944	1.1377
No log	2.3582	474	1.1817	0.7333	1.1817	1.0871
No log	2.3682	476	1.3009	0.7579	1.3009	1.1406
No log	2.3781	478	1.5422	0.6611	1.5422	1.2418
No log	2.3881	480	1.6333	0.6244	1.6333	1.2780
No log	2.3980	482	1.6196	0.6244	1.6196	1.2726
No log	2.4080	484	1.3939	0.6213	1.3939	1.1806
No log	2.4179	486	1.1165	0.7178	1.1165	1.0566
No log	2.4279	488	0.9820	0.7692	0.9820	0.9909
No log	2.4378	490	0.9615	0.7520	0.9615	0.9806
No log	2.4478	492	0.9983	0.7520	0.9983	0.9992
No log	2.4577	494	1.0783	0.7618	1.0783	1.0384
No log	2.4677	496	1.1786	0.7789	1.1786	1.0856
No log	2.4776	498	1.2435	0.7234	1.2435	1.1151
0.5046	2.4876	500	1.3156	0.6678	1.3156	1.1470
0.5046	2.4975	502	1.1763	0.7157	1.1763	1.0846
0.5046	2.5075	504	1.1452	0.7692	1.1452	1.0701
0.5046	2.5174	506	1.0985	0.7793	1.0985	1.0481
0.5046	2.5274	508	1.2246	0.6677	1.2246	1.1066
0.5046	2.5373	510	1.2897	0.6677	1.2897	1.1357
0.5046	2.5473	512	1.3357	0.6677	1.3357	1.1557
0.5046	2.5572	514	1.2011	0.6738	1.2011	1.0959
0.5046	2.5672	516	1.0267	0.7167	1.0267	1.0133
0.5046	2.5771	518	1.0468	0.6690	1.0468	1.0231
0.5046	2.5871	520	1.0527	0.6871	1.0527	1.0260
0.5046	2.5970	522	1.1121	0.7157	1.1121	1.0546
0.5046	2.6070	524	1.2529	0.7234	1.2529	1.1194
0.5046	2.6169	526	1.4031	0.6303	1.4031	1.1845
0.5046	2.6269	528	1.3027	0.7047	1.3028	1.1414
0.5046	2.6368	530	1.0231	0.7705	1.0231	1.0115
0.5046	2.6468	532	0.8681	0.7819	0.8681	0.9317
0.5046	2.6567	534	0.8491	0.7819	0.8491	0.9215
0.5046	2.6667	536	0.9209	0.7819	0.9209	0.9597
0.5046	2.6766	538	1.0291	0.7322	1.0291	1.0144
0.5046	2.6866	540	1.2226	0.6934	1.2226	1.1057
0.5046	2.6965	542	1.2546	0.7006	1.2546	1.1201
0.5046	2.7065	544	1.1600	0.7370	1.1600	1.0770
0.5046	2.7164	546	1.2672	0.6629	1.2672	1.1257
0.5046	2.7264	548	1.2999	0.6388	1.2999	1.1401
0.5046	2.7363	550	1.2494	0.6435	1.2494	1.1178
0.5046	2.7463	552	1.0952	0.6934	1.0952	1.0465
0.5046	2.7562	554	1.0441	0.7511	1.0441	1.0218
0.5046	2.7662	556	1.0312	0.7216	1.0312	1.0155
0.5046	2.7761	558	1.0034	0.7310	1.0034	1.0017
0.5046	2.7861	560	1.0853	0.7511	1.0853	1.0418
0.5046	2.7960	562	1.0699	0.7614	1.0699	1.0343
0.5046	2.8060	564	0.9778	0.7417	0.9778	0.9888
0.5046	2.8159	566	0.9282	0.7709	0.9282	0.9634
0.5046	2.8259	568	0.9751	0.7709	0.9751	0.9875
0.5046	2.8358	570	1.0794	0.7709	1.0794	1.0389
0.5046	2.8458	572	1.2234	0.6812	1.2234	1.1061
0.5046	2.8557	574	1.1938	0.6977	1.1938	1.0926
0.5046	2.8657	576	1.0929	0.7157	1.0929	1.0454
0.5046	2.8756	578	0.9656	0.7517	0.9656	0.9826
0.5046	2.8856	580	0.9729	0.7517	0.9729	0.9864
0.5046	2.8955	582	0.9715	0.7979	0.9715	0.9857
0.5046	2.9055	584	1.1413	0.7234	1.1413	1.0683
0.5046	2.9154	586	1.2621	0.6616	1.2621	1.1234
0.5046	2.9254	588	1.2348	0.7234	1.2348	1.1112
0.5046	2.9353	590	1.0390	0.8280	1.0390	1.0193
0.5046	2.9453	592	0.8013	0.7620	0.8013	0.8952
0.5046	2.9552	594	0.7801	0.7620	0.7801	0.8833
0.5046	2.9652	596	0.8835	0.7983	0.8835	0.9400
0.5046	2.9751	598	1.0870	0.7789	1.0870	1.0426
0.5046	2.9851	600	1.3398	0.6161	1.3398	1.1575
0.5046	2.9950	602	1.3587	0.6161	1.3587	1.1656
0.5046	3.0050	604	1.1947	0.7211	1.1947	1.0930
0.5046	3.0149	606	0.9979	0.7519	0.9979	0.9990
0.5046	3.0249	608	1.0210	0.7519	1.0210	1.0105
0.5046	3.0348	610	1.0468	0.7519	1.0468	1.0232
0.5046	3.0448	612	1.1473	0.7720	1.1473	1.0711
0.5046	3.0547	614	1.2027	0.7211	1.2027	1.0967
0.5046	3.0647	616	1.1797	0.7211	1.1797	1.0861
0.5046	3.0746	618	1.0872	0.7789	1.0872	1.0427
0.5046	3.0846	620	1.1545	0.7789	1.1545	1.0745
0.5046	3.0945	622	1.3038	0.6115	1.3038	1.1418
0.5046	3.1045	624	1.4377	0.5556	1.4377	1.1991
0.5046	3.1144	626	1.3724	0.5581	1.3724	1.1715
0.5046	3.1244	628	1.3301	0.6610	1.3301	1.1533
0.5046	3.1343	630	1.2917	0.6610	1.2917	1.1365
0.5046	3.1443	632	1.2061	0.7188	1.2061	1.0982
0.5046	3.1542	634	1.1719	0.7515	1.1719	1.0825
0.5046	3.1642	636	1.0575	0.7815	1.0575	1.0283
0.5046	3.1741	638	1.0527	0.7322	1.0527	1.0260
0.5046	3.1841	640	1.2055	0.6797	1.2055	1.0979
0.5046	3.1940	642	1.4205	0.6970	1.4205	1.1919
0.5046	3.2040	644	1.3777	0.6970	1.3777	1.1738
0.5046	3.2139	646	1.2248	0.6563	1.2248	1.1067
0.5046	3.2239	648	1.1649	0.7322	1.1649	1.0793
0.5046	3.2338	650	1.0809	0.7520	1.0809	1.0397
0.5046	3.2438	652	0.9544	0.7422	0.9544	0.9769
0.5046	3.2537	654	0.8583	0.7704	0.8583	0.9264
0.5046	3.2637	656	0.8887	0.7704	0.8887	0.9427
0.5046	3.2736	658	1.0768	0.7019	1.0768	1.0377
0.5046	3.2836	660	1.2570	0.6563	1.2570	1.1212
0.5046	3.2935	662	1.3413	0.6616	1.3413	1.1582
0.5046	3.3035	664	1.2836	0.6616	1.2836	1.1330
0.5046	3.3134	666	1.0955	0.7322	1.0955	1.0466
0.5046	3.3234	668	0.9267	0.8142	0.9267	0.9627
0.5046	3.3333	670	0.9452	0.7520	0.9452	0.9722
0.5046	3.3433	672	1.1117	0.7194	1.1117	1.0544
0.5046	3.3532	674	1.3053	0.6211	1.3053	1.1425
0.5046	3.3632	676	1.3168	0.6161	1.3168	1.1475
0.5046	3.3731	678	1.1516	0.7234	1.1516	1.0731
0.5046	3.3831	680	0.9629	0.8283	0.9629	0.9813
0.5046	3.3930	682	0.8668	0.7717	0.8668	0.9310
0.5046	3.4030	684	0.8039	0.7717	0.8039	0.8966
0.5046	3.4129	686	0.8991	0.7937	0.8991	0.9482
0.5046	3.4229	688	1.1435	0.6934	1.1435	1.0694
0.5046	3.4328	690	1.2947	0.6303	1.2947	1.1378
0.5046	3.4428	692	1.2757	0.6740	1.2757	1.1294
0.5046	3.4527	694	1.1711	0.7515	1.1711	1.0822
0.5046	3.4627	696	0.9753	0.7631	0.9753	0.9876
0.5046	3.4726	698	0.9003	0.7937	0.9003	0.9489
0.5046	3.4826	700	0.9860	0.7937	0.9860	0.9930
0.5046	3.4925	702	1.0086	0.7516	1.0086	1.0043
0.5046	3.5025	704	1.0549	0.7053	1.0549	1.0271
0.5046	3.5124	706	1.1668	0.6557	1.1668	1.0802
0.5046	3.5224	708	1.1381	0.6677	1.1381	1.0668
0.5046	3.5323	710	1.1115	0.6738	1.1115	1.0543
0.5046	3.5423	712	1.0081	0.7602	1.0081	1.0041
0.5046	3.5522	714	1.0419	0.7705	1.0419	1.0207
0.5046	3.5622	716	1.0637	0.7815	1.0637	1.0314
0.5046	3.5721	718	0.9902	0.8142	0.9902	0.9951
0.5046	3.5821	720	0.8845	0.7692	0.8845	0.9405
0.5046	3.5920	722	0.7980	0.7529	0.7980	0.8933
0.5046	3.6020	724	0.8110	0.7529	0.8110	0.9006
0.5046	3.6119	726	0.8317	0.7529	0.8317	0.9120
0.5046	3.6219	728	0.9153	0.7924	0.9153	0.9567
0.5046	3.6318	730	1.0937	0.6952	1.0937	1.0458
0.5046	3.6418	732	1.1755	0.6563	1.1755	1.0842
0.5046	3.6517	734	1.0712	0.7157	1.0712	1.0350
0.5046	3.6617	736	0.8435	0.7801	0.8435	0.9184
0.5046	3.6716	738	0.7475	0.7614	0.7475	0.8646
0.5046	3.6816	740	0.7719	0.7614	0.7719	0.8786
0.5046	3.6915	742	0.8585	0.7601	0.8585	0.9266
0.5046	3.7015	744	0.9614	0.7518	0.9614	0.9805
0.5046	3.7114	746	1.0734	0.7051	1.0734	1.0361
0.5046	3.7214	748	1.0325	0.7518	1.0325	1.0161
0.5046	3.7313	750	0.9013	0.7518	0.9013	0.9493
0.5046	3.7413	752	0.8502	0.7196	0.8502	0.9221
0.5046	3.7512	754	0.8417	0.7614	0.8417	0.9174
0.5046	3.7612	756	0.9621	0.7264	0.9621	0.9809
0.5046	3.7711	758	1.1305	0.7157	1.1305	1.0633
0.5046	3.7811	760	1.1184	0.7157	1.1184	1.0575
0.5046	3.7910	762	0.9685	0.7346	0.9685	0.9841
0.5046	3.8010	764	0.8535	0.7801	0.8535	0.9239
0.5046	3.8109	766	0.8437	0.7801	0.8437	0.9185
0.5046	3.8209	768	0.9595	0.7346	0.9595	0.9795
0.5046	3.8308	770	1.1350	0.6977	1.1350	1.0653
0.5046	3.8408	772	1.2067	0.6907	1.2067	1.0985
0.5046	3.8507	774	1.0792	0.6987	1.0792	1.0389
0.5046	3.8607	776	0.9163	0.7281	0.9163	0.9572
0.5046	3.8706	778	0.8446	0.7346	0.8446	0.9190
0.5046	3.8806	780	0.8317	0.7346	0.8317	0.9119
0.5046	3.8905	782	0.8703	0.7346	0.8703	0.9329
0.5046	3.9005	784	0.9584	0.7518	0.9584	0.9790
0.5046	3.9104	786	1.1411	0.7598	1.1411	1.0682
0.5046	3.9204	788	1.1340	0.7688	1.1340	1.0649
0.5046	3.9303	790	1.1132	0.7688	1.1132	1.0551
0.5046	3.9403	792	1.1362	0.7508	1.1362	1.0659
0.5046	3.9502	794	1.0690	0.7789	1.0690	1.0339
0.5046	3.9602	796	1.0052	0.7898	1.0052	1.0026
0.5046	3.9701	798	0.9495	0.7696	0.9495	0.9744
0.5046	3.9801	800	1.0111	0.7692	1.0111	1.0056
0.5046	3.9900	802	0.9967	0.7692	0.9967	0.9983
0.5046	4.0	804	0.9518	0.7433	0.9518	0.9756
0.5046	4.0100	806	0.9914	0.7517	0.9914	0.9957
0.5046	4.0199	808	0.9702	0.7709	0.9702	0.9850
0.5046	4.0299	810	0.9599	0.7422	0.9599	0.9797
0.5046	4.0398	812	1.0700	0.7709	1.0700	1.0344
0.5046	4.0498	814	1.1765	0.7153	1.1765	1.0846
0.5046	4.0597	816	1.1655	0.7153	1.1655	1.0796
0.5046	4.0697	818	1.0207	0.7607	1.0207	1.0103
0.5046	4.0796	820	0.8356	0.7332	0.8356	0.9141
0.5046	4.0896	822	0.7956	0.7068	0.7956	0.8920
0.5046	4.0995	824	0.8987	0.7332	0.8987	0.9480
0.5046	4.1095	826	1.0461	0.7612	1.0461	1.0228
0.5046	4.1194	828	1.2600	0.6557	1.2600	1.1225
0.5046	4.1294	830	1.2844	0.6253	1.2844	1.1333
0.5046	4.1393	832	1.2172	0.6740	1.2172	1.1033
0.5046	4.1493	834	1.1239	0.7417	1.1239	1.0602
0.5046	4.1592	836	1.0250	0.7422	1.0250	1.0124
0.5046	4.1692	838	0.9443	0.7422	0.9443	0.9717
0.5046	4.1791	840	1.0258	0.7618	1.0258	1.0128
0.5046	4.1891	842	1.2014	0.7508	1.2014	1.0961
0.5046	4.1990	844	1.3355	0.6616	1.3355	1.1556
0.5046	4.2090	846	1.4319	0.5830	1.4319	1.1966
0.5046	4.2189	848	1.3468	0.6568	1.3468	1.1605
0.5046	4.2289	850	1.1289	0.7514	1.1289	1.0625
0.5046	4.2388	852	0.8935	0.7369	0.8935	0.9453
0.5046	4.2488	854	0.8327	0.7128	0.8327	0.9125
0.5046	4.2587	856	0.8481	0.7128	0.8481	0.9209
0.5046	4.2687	858	0.9501	0.7358	0.9501	0.9747
0.5046	4.2786	860	1.0831	0.7517	1.0831	1.0407
0.5046	4.2886	862	1.2606	0.6673	1.2606	1.1228
0.5046	4.2985	864	1.2803	0.6740	1.2803	1.1315
0.5046	4.3085	866	1.2038	0.6686	1.2038	1.0972
0.5046	4.3184	868	1.2118	0.6686	1.2118	1.1008
0.5046	4.3284	870	1.1176	0.7106	1.1176	1.0571
0.5046	4.3383	872	1.0057	0.7631	1.0057	1.0029
0.5046	4.3483	874	0.9875	0.7106	0.9875	0.9937
0.5046	4.3582	876	1.0845	0.7614	1.0845	1.0414
0.5046	4.3682	878	1.1194	0.7789	1.1194	1.0580
0.5046	4.3781	880	1.0750	0.7688	1.0750	1.0368
0.5046	4.3881	882	1.1809	0.7153	1.1809	1.0867
0.5046	4.3980	884	1.2163	0.7153	1.2163	1.1028
0.5046	4.4080	886	1.3203	0.6673	1.3203	1.1491
0.5046	4.4179	888	1.3043	0.6740	1.3043	1.1421
0.5046	4.4279	890	1.1514	0.6686	1.1514	1.0730
0.5046	4.4378	892	1.0978	0.7310	1.0978	1.0478
0.5046	4.4478	894	1.0914	0.7310	1.0914	1.0447
0.5046	4.4577	896	1.1335	0.7618	1.1335	1.0646
0.5046	4.4677	898	1.1915	0.7793	1.1915	1.0916
0.5046	4.4776	900	1.2941	0.6435	1.2941	1.1376
0.5046	4.4876	902	1.2735	0.6435	1.2735	1.1285
0.5046	4.4975	904	1.1668	0.7514	1.1668	1.0802
0.5046	4.5075	906	1.0929	0.7361	1.0929	1.0454
0.5046	4.5174	908	1.1427	0.7361	1.1427	1.0690
0.5046	4.5274	910	1.1302	0.7361	1.1302	1.0631
0.5046	4.5373	912	1.2491	0.6889	1.2491	1.1176
0.5046	4.5473	914	1.3055	0.6825	1.3055	1.1426
0.5046	4.5572	916	1.1757	0.7346	1.1757	1.0843
0.5046	4.5672	918	1.0768	0.7514	1.0768	1.0377
0.5046	4.5771	920	1.1441	0.7047	1.1441	1.0696
0.5046	4.5871	922	1.1746	0.7047	1.1746	1.0838
0.5046	4.5970	924	1.1916	0.7047	1.1916	1.0916
0.5046	4.6070	926	1.1489	0.7047	1.1489	1.0719
0.5046	4.6169	928	1.0556	0.7310	1.0556	1.0274
0.5046	4.6269	930	1.0760	0.7310	1.0760	1.0373
0.5046	4.6368	932	1.2173	0.7047	1.2173	1.1033
0.5046	4.6468	934	1.3845	0.6161	1.3845	1.1766
0.5046	4.6567	936	1.3399	0.6491	1.3399	1.1575
0.5046	4.6667	938	1.1542	0.7047	1.1542	1.0743
0.5046	4.6766	940	1.1050	0.6977	1.1050	1.0512
0.5046	4.6866	942	1.1984	0.7047	1.1984	1.0947
0.5046	4.6965	944	1.3441	0.6972	1.3441	1.1593
0.5046	4.7065	946	1.4466	0.6038	1.4466	1.2028
0.5046	4.7164	948	1.3403	0.6972	1.3403	1.1577
0.5046	4.7264	950	1.1059	0.6977	1.1059	1.0516
0.5046	4.7363	952	0.9379	0.7717	0.9379	0.9684
0.5046	4.7463	954	0.8834	0.7620	0.8834	0.9399
0.5046	4.7562	956	0.8621	0.7620	0.8621	0.9285
0.5046	4.7662	958	0.9661	0.7422	0.9661	0.9829
0.5046	4.7761	960	1.1831	0.6977	1.1831	1.0877
0.5046	4.7861	962	1.3797	0.6038	1.3797	1.1746
0.5046	4.7960	964	1.4728	0.6038	1.4728	1.2136
0.5046	4.8060	966	1.4351	0.6006	1.4351	1.1980
0.5046	4.8159	968	1.3319	0.6462	1.3319	1.1541
0.5046	4.8259	970	1.1753	0.6851	1.1753	1.0841
0.5046	4.8358	972	0.9846	0.7019	0.9846	0.9923
0.5046	4.8458	974	0.8350	0.7620	0.8350	0.9138
0.5046	4.8557	976	0.8208	0.7439	0.8208	0.9060
0.5046	4.8657	978	0.8626	0.7620	0.8626	0.9288
0.5046	4.8756	980	0.9726	0.7422	0.9726	0.9862
0.5046	4.8856	982	1.1839	0.7310	1.1839	1.0881
0.5046	4.8955	984	1.3137	0.6211	1.3137	1.1461
0.5046	4.9055	986	1.3044	0.6211	1.3044	1.1421
0.5046	4.9154	988	1.1964	0.6975	1.1964	1.0938
0.5046	4.9254	990	1.0126	0.7520	1.0126	1.0063
0.5046	4.9353	992	0.9255	0.7937	0.9255	0.9621
0.5046	4.9453	994	0.9085	0.7823	0.9085	0.9532
0.5046	4.9552	996	0.9259	0.7332	0.9259	0.9622
0.5046	4.9652	998	1.0516	0.7157	1.0516	1.0255
0.1589	4.9751	1000	1.3051	0.6938	1.3051	1.1424
0.1589	4.9851	1002	1.6415	0.6716	1.6415	1.2812
0.1589	4.9950	1004	1.7530	0.6716	1.7530	1.3240
0.1589	5.0050	1006	1.6696	0.6716	1.6696	1.2921
0.1589	5.0149	1008	1.4823	0.6333	1.4823	1.2175
0.1589	5.0249	1010	1.2620	0.6462	1.2620	1.1234
0.1589	5.0348	1012	1.0221	0.7162	1.0221	1.0110
0.1589	5.0448	1014	0.8833	0.7268	0.8833	0.9399
0.1589	5.0547	1016	0.8800	0.7704	0.8800	0.9381
0.1589	5.0647	1018	0.9633	0.7249	0.9633	0.9815
0.1589	5.0746	1020	1.1320	0.6690	1.1320	1.0640
0.1589	5.0846	1022	1.3175	0.6211	1.3175	1.1478
0.1589	5.0945	1024	1.4997	0.6115	1.4997	1.2246
0.1589	5.1045	1026	1.5259	0.5714	1.5259	1.2353
0.1589	5.1144	1028	1.4204	0.5714	1.4204	1.1918
0.1589	5.1244	1030	1.2275	0.6678	1.2275	1.1079
0.1589	5.1343	1032	1.0792	0.6982	1.0792	1.0389
0.1589	5.1443	1034	1.0236	0.6982	1.0236	1.0117
0.1589	5.1542	1036	0.9666	0.7521	0.9666	0.9832
0.1589	5.1642	1038	1.0273	0.6982	1.0273	1.0136
0.1589	5.1741	1040	1.1414	0.6746	1.1414	1.0684
0.1589	5.1841	1042	1.1740	0.6746	1.1740	1.0835
0.1589	5.1940	1044	1.1657	0.6746	1.1657	1.0797
0.1589	5.2040	1046	1.1507	0.6746	1.1507	1.0727
0.1589	5.2139	1048	1.2198	0.7076	1.2198	1.1044
0.1589	5.2239	1050	1.2253	0.7076	1.2253	1.1070
0.1589	5.2338	1052	1.2080	0.7076	1.2080	1.0991
0.1589	5.2438	1054	1.2307	0.6678	1.2307	1.1094
0.1589	5.2537	1056	1.2184	0.6414	1.2184	1.1038
0.1589	5.2637	1058	1.2643	0.6469	1.2643	1.1244
0.1589	5.2736	1060	1.3041	0.6407	1.3041	1.1420
0.1589	5.2836	1062	1.2460	0.6469	1.2460	1.1162
0.1589	5.2935	1064	1.1625	0.6363	1.1625	1.0782
0.1589	5.3035	1066	1.1447	0.6363	1.1447	1.0699
0.1589	5.3134	1068	1.1580	0.6363	1.1580	1.0761
0.1589	5.3234	1070	1.1605	0.6678	1.1605	1.0773
0.1589	5.3333	1072	1.1603	0.6678	1.1603	1.0772
0.1589	5.3433	1074	1.2249	0.6678	1.2249	1.1068
0.1589	5.3532	1076	1.1955	0.6678	1.1955	1.0934
0.1589	5.3632	1078	1.0861	0.6743	1.0861	1.0421
0.1589	5.3731	1080	1.0880	0.6743	1.0880	1.0431
0.1589	5.3831	1082	1.0296	0.6688	1.0296	1.0147
0.1589	5.3930	1084	1.0464	0.6688	1.0464	1.0229
0.1589	5.4030	1086	1.0906	0.6688	1.0906	1.0443
0.1589	5.4129	1088	1.0323	0.6856	1.0323	1.0160
0.1589	5.4229	1090	0.9740	0.6799	0.9740	0.9869
0.1589	5.4328	1092	0.9597	0.7191	0.9597	0.9796
0.1589	5.4428	1094	0.9721	0.7191	0.9721	0.9859
0.1589	5.4527	1096	1.0554	0.6856	1.0554	1.0273
0.1589	5.4627	1098	1.1144	0.6802	1.1144	1.0557
0.1589	5.4726	1100	1.0800	0.7426	1.0800	1.0392
0.1589	5.4826	1102	1.0714	0.7426	1.0714	1.0351
0.1589	5.4925	1104	1.0493	0.7426	1.0493	1.0243
0.1589	5.5025	1106	0.9914	0.7244	0.9914	0.9957
0.1589	5.5124	1108	0.9854	0.6629	0.9854	0.9927
0.1589	5.5224	1110	0.9447	0.7031	0.9447	0.9719
0.1589	5.5323	1112	0.9821	0.7244	0.9821	0.9910
0.1589	5.5423	1114	1.1209	0.6684	1.1209	1.0587
0.1589	5.5522	1116	1.3301	0.5965	1.3301	1.1533
0.1589	5.5622	1118	1.4136	0.5385	1.4136	1.1890
0.1589	5.5721	1120	1.3353	0.5385	1.3353	1.1555
0.1589	5.5821	1122	1.1665	0.6684	1.1665	1.0801
0.1589	5.5920	1124	1.0834	0.6503	1.0834	1.0409
0.1589	5.6020	1126	1.0172	0.6877	1.0172	1.0086
0.1589	5.6119	1128	1.0159	0.6877	1.0159	1.0079
0.1589	5.6219	1130	0.9735	0.6877	0.9735	0.9867
0.1589	5.6318	1132	1.0235	0.6987	1.0235	1.0117
0.1589	5.6418	1134	1.1412	0.6394	1.1412	1.0683
0.1589	5.6517	1136	1.2006	0.6563	1.2006	1.0957
0.1589	5.6617	1138	1.2053	0.6563	1.2053	1.0979
0.1589	5.6716	1140	1.1272	0.6871	1.1272	1.0617
0.1589	5.6816	1142	1.1380	0.6982	1.1380	1.0668
0.1589	5.6915	1144	1.2524	0.6943	1.2524	1.1191
0.1589	5.7015	1146	1.2828	0.6943	1.2828	1.1326
0.1589	5.7114	1148	1.2113	0.6884	1.2113	1.1006
0.1589	5.7214	1150	1.1571	0.6912	1.1572	1.0757
0.1589	5.7313	1152	1.1525	0.6912	1.1525	1.0736
0.1589	5.7413	1154	1.1909	0.6912	1.1909	1.0913
0.1589	5.7512	1156	1.2156	0.6441	1.2156	1.1025
0.1589	5.7612	1158	1.1596	0.6982	1.1596	1.0768
0.1589	5.7711	1160	1.0514	0.7426	1.0514	1.0254
0.1589	5.7811	1162	0.9665	0.7430	0.9665	0.9831
0.1589	5.7910	1164	0.9474	0.7430	0.9474	0.9734
0.1589	5.8010	1166	1.0026	0.6987	1.0026	1.0013
0.1589	5.8109	1168	1.0946	0.7086	1.0946	1.0462
0.1589	5.8209	1170	1.1267	0.7086	1.1267	1.0615
0.1589	5.8308	1172	1.1509	0.7086	1.1509	1.0728
0.1589	5.8408	1174	1.1111	0.7086	1.1111	1.0541
0.1589	5.8507	1176	1.0770	0.7086	1.0770	1.0378
0.1589	5.8607	1178	1.0351	0.7086	1.0351	1.0174
0.1589	5.8706	1180	1.0321	0.7086	1.0321	1.0159
0.1589	5.8806	1182	1.0637	0.7086	1.0637	1.0314
0.1589	5.8905	1184	1.0404	0.7086	1.0404	1.0200
0.1589	5.9005	1186	1.0591	0.7086	1.0591	1.0291
0.1589	5.9104	1188	1.1191	0.7157	1.1191	1.0579
0.1589	5.9204	1190	1.1145	0.6977	1.1145	1.0557
0.1589	5.9303	1192	1.1098	0.7157	1.1098	1.0535
0.1589	5.9403	1194	1.1193	0.7157	1.1193	1.0580
0.1589	5.9502	1196	1.1988	0.6977	1.1988	1.0949
0.1589	5.9602	1198	1.1674	0.7157	1.1674	1.0804
0.1589	5.9701	1200	1.1627	0.7157	1.1627	1.0783
0.1589	5.9801	1202	1.1559	0.7157	1.1559	1.0751
0.1589	5.9900	1204	1.1084	0.7157	1.1084	1.0528
0.1589	6.0	1206	1.0820	0.7086	1.0820	1.0402
0.1589	6.0100	1208	1.0643	0.7086	1.0643	1.0316
0.1589	6.0199	1210	1.0435	0.7086	1.0435	1.0215
0.1589	6.0299	1212	0.9987	0.7162	0.9987	0.9993
0.1589	6.0398	1214	1.0423	0.7086	1.0423	1.0209
0.1589	6.0498	1216	1.1474	0.7157	1.1474	1.0712
0.1589	6.0597	1218	1.2753	0.6441	1.2753	1.1293
0.1589	6.0697	1220	1.2850	0.6441	1.2850	1.1336
0.1589	6.0796	1222	1.2009	0.6977	1.2009	1.0959
0.1589	6.0896	1224	1.1322	0.7157	1.1322	1.0640
0.1589	6.0995	1226	1.0519	0.7086	1.0519	1.0256
0.1589	6.1095	1228	0.9909	0.7517	0.9909	0.9954
0.1589	6.1194	1230	1.0215	0.7157	1.0215	1.0107
0.1589	6.1294	1232	1.1278	0.7157	1.1278	1.0620
0.1589	6.1393	1234	1.2633	0.6161	1.2633	1.1240
0.1589	6.1493	1236	1.2849	0.6161	1.2849	1.1335
0.1589	6.1592	1238	1.2624	0.6161	1.2624	1.1236
0.1589	6.1692	1240	1.2702	0.6161	1.2702	1.1270
0.1589	6.1791	1242	1.1946	0.6934	1.1946	1.0930
0.1589	6.1891	1244	1.0981	0.7234	1.0981	1.0479
0.1589	6.1990	1246	1.0653	0.7234	1.0653	1.0321
0.1589	6.2090	1248	1.0990	0.7234	1.0990	1.0483
0.1589	6.2189	1250	1.1184	0.7234	1.1184	1.0576
0.1589	6.2289	1252	1.0469	0.7157	1.0469	1.0232
0.1589	6.2388	1254	1.0314	0.7607	1.0314	1.0156
0.1589	6.2488	1256	1.0654	0.7157	1.0654	1.0322
0.1589	6.2587	1258	1.0602	0.7607	1.0602	1.0297
0.1589	6.2687	1260	1.0843	0.7607	1.0843	1.0413
0.1589	6.2786	1262	1.0198	0.7607	1.0198	1.0099
0.1589	6.2886	1264	0.9947	0.7426	0.9947	0.9973
0.1589	6.2985	1266	0.9741	0.7426	0.9741	0.9870
0.1589	6.3085	1268	0.9708	0.7244	0.9708	0.9853
0.1589	6.3184	1270	0.9917	0.7426	0.9917	0.9959
0.1589	6.3284	1272	1.0192	0.7607	1.0192	1.0095
0.1589	6.3383	1274	1.0566	0.7607	1.0566	1.0279
0.1589	6.3483	1276	1.0551	0.7607	1.0551	1.0272
0.1589	6.3582	1278	1.0582	0.7607	1.0582	1.0287
0.1589	6.3682	1280	1.0574	0.7607	1.0574	1.0283
0.1589	6.3781	1282	1.0360	0.7607	1.0360	1.0178
0.1589	6.3881	1284	1.0381	0.7607	1.0381	1.0189
0.1589	6.3980	1286	1.0348	0.7607	1.0348	1.0172
0.1589	6.4080	1288	1.0453	0.7607	1.0453	1.0224
0.1589	6.4179	1290	0.9862	0.7607	0.9862	0.9931
0.1589	6.4279	1292	0.9845	0.7607	0.9845	0.9922
0.1589	6.4378	1294	0.9934	0.7607	0.9934	0.9967
0.1589	6.4478	1296	1.0064	0.7607	1.0064	1.0032
0.1589	6.4577	1298	1.0530	0.7607	1.0530	1.0262
0.1589	6.4677	1300	1.1336	0.6977	1.1336	1.0647
0.1589	6.4776	1302	1.1797	0.6977	1.1797	1.0861
0.1589	6.4876	1304	1.1343	0.6977	1.1343	1.0650
0.1589	6.4975	1306	1.0764	0.7053	1.0764	1.0375
0.1589	6.5075	1308	1.0767	0.7053	1.0767	1.0376
0.1589	6.5174	1310	1.0808	0.6977	1.0808	1.0396
0.1589	6.5274	1312	1.1114	0.6977	1.1114	1.0542
0.1589	6.5373	1314	1.1344	0.6977	1.1344	1.0651
0.1589	6.5473	1316	1.1586	0.6563	1.1586	1.0764
0.1589	6.5572	1318	1.1751	0.6943	1.1751	1.0840
0.1589	6.5672	1320	1.1019	0.6977	1.1019	1.0497
0.1589	6.5771	1322	1.0791	0.6977	1.0791	1.0388
0.1589	6.5871	1324	1.0987	0.6977	1.0987	1.0482
0.1589	6.5970	1326	1.1604	0.6740	1.1604	1.0772
0.1589	6.6070	1328	1.1498	0.6740	1.1498	1.0723
0.1589	6.6169	1330	1.1487	0.7211	1.1487	1.0718
0.1589	6.6269	1332	1.1497	0.7211	1.1497	1.0723
0.1589	6.6368	1334	1.0774	0.7305	1.0774	1.0380
0.1589	6.6468	1336	1.0510	0.7515	1.0510	1.0252
0.1589	6.6567	1338	1.0705	0.7412	1.0705	1.0347
0.1589	6.6667	1340	1.0490	0.7705	1.0490	1.0242
0.1589	6.6766	1342	1.0599	0.7705	1.0599	1.0295
0.1589	6.6866	1344	1.0845	0.7234	1.0845	1.0414
0.1589	6.6965	1346	1.0604	0.7234	1.0604	1.0297
0.1589	6.7065	1348	1.0438	0.7234	1.0438	1.0217
0.1589	6.7164	1350	0.9778	0.7607	0.9778	0.9888
0.1589	6.7264	1352	0.9339	0.7520	0.9339	0.9664
0.1589	6.7363	1354	0.9305	0.7520	0.9305	0.9646
0.1589	6.7463	1356	0.9212	0.8094	0.9212	0.9598
0.1589	6.7562	1358	0.9662	0.7709	0.9662	0.9829
0.1589	6.7662	1360	1.0625	0.6977	1.0625	1.0308
0.1589	6.7761	1362	1.1099	0.6977	1.1099	1.0535
0.1589	6.7861	1364	1.1004	0.6977	1.1004	1.0490
0.1589	6.7960	1366	1.0342	0.7421	1.0342	1.0169
0.1589	6.8060	1368	0.9388	0.7607	0.9388	0.9689
0.1589	6.8159	1370	0.9022	0.7612	0.9022	0.9499
0.1589	6.8259	1372	0.9381	0.7517	0.9381	0.9685
0.1589	6.8358	1374	1.0346	0.7421	1.0346	1.0171
0.1589	6.8458	1376	1.0789	0.7421	1.0789	1.0387
0.1589	6.8557	1378	1.1146	0.7511	1.1146	1.0558
0.1589	6.8657	1380	1.0993	0.7421	1.0993	1.0485
0.1589	6.8756	1382	1.0330	0.7421	1.0330	1.0164
0.1589	6.8856	1384	0.9922	0.7517	0.9922	0.9961
0.1589	6.8955	1386	0.9948	0.7517	0.9948	0.9974
0.1589	6.9055	1388	1.0625	0.7421	1.0625	1.0308
0.1589	6.9154	1390	1.1835	0.7047	1.1835	1.0879
0.1589	6.9254	1392	1.2881	0.6740	1.2881	1.1349
0.1589	6.9353	1394	1.3638	0.6161	1.3638	1.1678
0.1589	6.9453	1396	1.3524	0.6161	1.3524	1.1629
0.1589	6.9552	1398	1.3050	0.6740	1.3050	1.1424
0.1589	6.9652	1400	1.2280	0.6740	1.2280	1.1082
0.1589	6.9751	1402	1.1463	0.7305	1.1463	1.0706
0.1589	6.9851	1404	1.0649	0.6975	1.0649	1.0319
0.1589	6.9950	1406	1.0010	0.7194	1.0010	1.0005
0.1589	7.0050	1408	1.0035	0.7194	1.0035	1.0018
0.1589	7.0149	1410	1.0306	0.7194	1.0306	1.0152
0.1589	7.0249	1412	1.0678	0.7515	1.0678	1.0334
0.1589	7.0348	1414	1.1040	0.6740	1.1040	1.0507
0.1589	7.0448	1416	1.1384	0.7047	1.1384	1.0670
0.1589	7.0547	1418	1.1246	0.7047	1.1246	1.0605
0.1589	7.0647	1420	1.0694	0.7157	1.0694	1.0341
0.1589	7.0746	1422	1.0162	0.7157	1.0162	1.0081
0.1589	7.0846	1424	1.0080	0.7157	1.0080	1.0040
0.1589	7.0945	1426	0.9864	0.7157	0.9864	0.9932
0.1589	7.1045	1428	1.0045	0.7157	1.0045	1.0023
0.1589	7.1144	1430	1.0282	0.7157	1.0282	1.0140
0.1589	7.1244	1432	1.0578	0.7157	1.0578	1.0285
0.1589	7.1343	1434	1.0649	0.7157	1.0649	1.0320
0.1589	7.1443	1436	1.0414	0.7157	1.0414	1.0205
0.1589	7.1542	1438	1.0350	0.7234	1.0350	1.0174
0.1589	7.1642	1440	0.9842	0.7705	0.9842	0.9921
0.1589	7.1741	1442	0.9047	0.7422	0.9047	0.9511
0.1589	7.1841	1444	0.8804	0.7422	0.8804	0.9383
0.1589	7.1940	1446	0.8754	0.7422	0.8754	0.9357
0.1589	7.2040	1448	0.9234	0.7520	0.9234	0.9609
0.1589	7.2139	1450	0.9689	0.7705	0.9689	0.9843
0.1589	7.2239	1452	1.0579	0.6740	1.0579	1.0285
0.1589	7.2338	1454	1.0890	0.6740	1.0890	1.0436
0.1589	7.2438	1456	1.0959	0.6740	1.0959	1.0469
0.1589	7.2537	1458	1.0784	0.7047	1.0784	1.0385
0.1589	7.2637	1460	1.0333	0.7157	1.0333	1.0165
0.1589	7.2736	1462	1.0082	0.7157	1.0082	1.0041
0.1589	7.2836	1464	1.0170	0.7157	1.0170	1.0085
0.1589	7.2935	1466	1.0055	0.7157	1.0055	1.0027
0.1589	7.3035	1468	0.9653	0.7157	0.9653	0.9825
0.1589	7.3134	1470	0.9518	0.7157	0.9518	0.9756
0.1589	7.3234	1472	0.9737	0.7157	0.9737	0.9868
0.1589	7.3333	1474	1.0355	0.7157	1.0355	1.0176
0.1589	7.3433	1476	1.1361	0.6977	1.1361	1.0659
0.1589	7.3532	1478	1.1744	0.7047	1.1744	1.0837
0.1589	7.3632	1480	1.1360	0.7047	1.1360	1.0658
0.1589	7.3731	1482	1.0526	0.6977	1.0526	1.0260
0.1589	7.3831	1484	0.9578	0.7607	0.9578	0.9787
0.1589	7.3930	1486	0.8824	0.8051	0.8824	0.9394
0.1589	7.4030	1488	0.8144	0.7717	0.8144	0.9024
0.1589	7.4129	1490	0.8049	0.7529	0.8049	0.8972
0.1589	7.4229	1492	0.8462	0.7875	0.8462	0.9199
0.1589	7.4328	1494	0.9218	0.7602	0.9218	0.9601
0.1589	7.4428	1496	1.0070	0.7157	1.0070	1.0035
0.1589	7.4527	1498	1.0256	0.7157	1.0256	1.0127
0.0929	7.4627	1500	1.0089	0.7157	1.0089	1.0044
0.0929	7.4726	1502	1.0061	0.7157	1.0061	1.0030
0.0929	7.4826	1504	0.9617	0.7607	0.9617	0.9807
0.0929	7.4925	1506	0.9248	0.8161	0.9248	0.9617
0.0929	7.5025	1508	0.9356	0.8019	0.9356	0.9673
0.0929	7.5124	1510	0.9678	0.7516	0.9678	0.9837
0.0929	7.5224	1512	0.9985	0.7516	0.9985	0.9992
0.0929	7.5323	1514	1.0211	0.7421	1.0211	1.0105
0.0929	7.5423	1516	1.0869	0.6977	1.0869	1.0425
0.0929	7.5522	1518	1.1253	0.6977	1.1253	1.0608
0.0929	7.5622	1520	1.1162	0.6977	1.1162	1.0565
0.0929	7.5721	1522	1.0801	0.6977	1.0801	1.0393
0.0929	7.5821	1524	1.0245	0.7053	1.0245	1.0122
0.0929	7.5920	1526	0.9715	0.8091	0.9715	0.9856
0.0929	7.6020	1528	0.9586	0.8283	0.9586	0.9791
0.0929	7.6119	1530	0.9825	0.7607	0.9825	0.9912
0.0929	7.6219	1532	1.0436	0.6977	1.0436	1.0216
0.0929	7.6318	1534	1.0878	0.6977	1.0878	1.0430
0.0929	7.6418	1536	1.0873	0.6977	1.0873	1.0427
0.0929	7.6517	1538	1.0837	0.6977	1.0837	1.0410
0.0929	7.6617	1540	1.0613	0.6977	1.0613	1.0302
0.0929	7.6716	1542	1.0447	0.6912	1.0447	1.0221
0.0929	7.6816	1544	1.0355	0.6912	1.0355	1.0176
0.0929	7.6915	1546	1.0389	0.6912	1.0389	1.0193
0.0929	7.7015	1548	1.0326	0.6912	1.0326	1.0162
0.0929	7.7114	1550	0.9890	0.6912	0.9890	0.9945
0.0929	7.7214	1552	0.9701	0.7602	0.9701	0.9850
0.0929	7.7313	1554	0.9789	0.7429	0.9789	0.9894
0.0929	7.7413	1556	0.9935	0.6982	0.9935	0.9968
0.0929	7.7512	1558	1.0311	0.6977	1.0311	1.0154
0.0929	7.7612	1560	1.0676	0.6977	1.0676	1.0333
0.0929	7.7711	1562	1.1306	0.6977	1.1306	1.0633
0.0929	7.7811	1564	1.1670	0.6977	1.1670	1.0803
0.0929	7.7910	1566	1.1665	0.6977	1.1665	1.0801
0.0929	7.8010	1568	1.1265	0.6977	1.1265	1.0614
0.0929	7.8109	1570	1.0749	0.7053	1.0749	1.0368
0.0929	7.8209	1572	1.0757	0.7053	1.0757	1.0371
0.0929	7.8308	1574	1.0542	0.7516	1.0542	1.0268
0.0929	7.8408	1576	1.0611	0.7516	1.0611	1.0301
0.0929	7.8507	1578	1.0958	0.6977	1.0958	1.0468
0.0929	7.8607	1580	1.1198	0.6977	1.1198	1.0582
0.0929	7.8706	1582	1.1374	0.6977	1.1374	1.0665
0.0929	7.8806	1584	1.1505	0.6977	1.1505	1.0726
0.0929	7.8905	1586	1.1370	0.6977	1.1370	1.0663
0.0929	7.9005	1588	1.1501	0.6977	1.1501	1.0724
0.0929	7.9104	1590	1.1474	0.6977	1.1474	1.0712
0.0929	7.9204	1592	1.1156	0.6977	1.1156	1.0562
0.0929	7.9303	1594	1.0686	0.7516	1.0686	1.0337
0.0929	7.9403	1596	1.0030	0.7221	1.0030	1.0015
0.0929	7.9502	1598	0.9589	0.7139	0.9589	0.9792
0.0929	7.9602	1600	0.9162	0.6951	0.9162	0.9572
0.0929	7.9701	1602	0.9114	0.7525	0.9114	0.9547
0.0929	7.9801	1604	0.9158	0.7525	0.9158	0.9570
0.0929	7.9900	1606	0.9352	0.7139	0.9352	0.9670
0.0929	8.0	1608	0.9491	0.7139	0.9491	0.9742
0.0929	8.0100	1610	0.9729	0.7426	0.9729	0.9863
0.0929	8.0199	1612	1.0290	0.6912	1.0290	1.0144
0.0929	8.0299	1614	1.0708	0.6912	1.0708	1.0348
0.0929	8.0398	1616	1.0770	0.6912	1.0770	1.0378
0.0929	8.0498	1618	1.0557	0.6912	1.0557	1.0275
0.0929	8.0597	1620	1.0173	0.6912	1.0173	1.0086
0.0929	8.0697	1622	0.9825	0.6912	0.9825	0.9912
0.0929	8.0796	1624	0.9369	0.7426	0.9369	0.9679
0.0929	8.0896	1626	0.9122	0.7264	0.9122	0.9551
0.0929	8.0995	1628	0.9167	0.7433	0.9167	0.9575
0.0929	8.1095	1630	0.9085	0.7264	0.9085	0.9532
0.0929	8.1194	1632	0.9141	0.7433	0.9141	0.9561
0.0929	8.1294	1634	0.9482	0.7426	0.9482	0.9738
0.0929	8.1393	1636	0.9835	0.7337	0.9835	0.9917
0.0929	8.1493	1638	1.0320	0.7337	1.0320	1.0159
0.0929	8.1592	1640	1.0577	0.7421	1.0577	1.0284
0.0929	8.1692	1642	1.0748	0.6977	1.0748	1.0367
0.0929	8.1791	1644	1.0579	0.7421	1.0579	1.0285
0.0929	8.1891	1646	1.0268	0.7337	1.0268	1.0133
0.0929	8.1990	1648	0.9760	0.7337	0.9760	0.9879
0.0929	8.2090	1650	0.9235	0.7244	0.9235	0.9610
0.0929	8.2189	1652	0.9148	0.7063	0.9148	0.9564
0.0929	8.2289	1654	0.9244	0.7244	0.9244	0.9615
0.0929	8.2388	1656	0.9046	0.7610	0.9046	0.9511
0.0929	8.2488	1658	0.8893	0.7782	0.8893	0.9430
0.0929	8.2587	1660	0.8999	0.7782	0.8999	0.9486
0.0929	8.2687	1662	0.9190	0.7610	0.9190	0.9586
0.0929	8.2786	1664	0.9377	0.7522	0.9377	0.9684
0.0929	8.2886	1666	0.9338	0.7522	0.9338	0.9663
0.0929	8.2985	1668	0.9335	0.7522	0.9335	0.9662
0.0929	8.3085	1670	0.9092	0.7782	0.9092	0.9535
0.0929	8.3184	1672	0.8770	0.7782	0.8770	0.9365
0.0929	8.3284	1674	0.8705	0.7782	0.8705	0.9330
0.0929	8.3383	1676	0.8927	0.7782	0.8927	0.9448
0.0929	8.3483	1678	0.9369	0.7090	0.9369	0.9679
0.0929	8.3582	1680	0.9672	0.7259	0.9672	0.9835
0.0929	8.3682	1682	0.9824	0.6743	0.9824	0.9912
0.0929	8.3781	1684	0.9813	0.6743	0.9813	0.9906
0.0929	8.3881	1686	0.9959	0.6912	0.9959	0.9979
0.0929	8.3980	1688	1.0207	0.6977	1.0207	1.0103
0.0929	8.4080	1690	1.0387	0.6977	1.0387	1.0192
0.0929	8.4179	1692	1.0341	0.6977	1.0341	1.0169
0.0929	8.4279	1694	0.9991	0.6912	0.9991	0.9995
0.0929	8.4378	1696	0.9717	0.6912	0.9717	0.9857
0.0929	8.4478	1698	0.9723	0.6912	0.9723	0.9860
0.0929	8.4577	1700	0.9762	0.6912	0.9762	0.9881
0.0929	8.4677	1702	0.9818	0.6912	0.9818	0.9908
0.0929	8.4776	1704	0.9858	0.7337	0.9858	0.9929
0.0929	8.4876	1706	0.9854	0.7337	0.9854	0.9927
0.0929	8.4975	1708	0.9761	0.7426	0.9761	0.9880
0.0929	8.5075	1710	0.9696	0.7426	0.9696	0.9847
0.0929	8.5174	1712	0.9546	0.7139	0.9546	0.9770
0.0929	8.5274	1714	0.9370	0.7139	0.9370	0.9680
0.0929	8.5373	1716	0.9212	0.7139	0.9212	0.9598
0.0929	8.5473	1718	0.9332	0.7139	0.9332	0.9660
0.0929	8.5572	1720	0.9640	0.7139	0.9640	0.9818
0.0929	8.5672	1722	0.9905	0.7221	0.9905	0.9953
0.0929	8.5771	1724	1.0006	0.7221	1.0006	1.0003
0.0929	8.5871	1726	1.0097	0.7221	1.0097	1.0048
0.0929	8.5970	1728	1.0028	0.7221	1.0028	1.0014
0.0929	8.6070	1730	0.9714	0.7221	0.9714	0.9856
0.0929	8.6169	1732	0.9267	0.7139	0.9267	0.9627
0.0929	8.6269	1734	0.9045	0.7139	0.9045	0.9510
0.0929	8.6368	1736	0.9098	0.7139	0.9098	0.9538
0.0929	8.6468	1738	0.9229	0.7139	0.9229	0.9607
0.0929	8.6567	1740	0.9392	0.7221	0.9392	0.9691
0.0929	8.6667	1742	0.9579	0.7221	0.9579	0.9787
0.0929	8.6766	1744	0.9603	0.7221	0.9603	0.9800
0.0929	8.6866	1746	0.9768	0.7221	0.9768	0.9884
0.0929	8.6965	1748	0.9828	0.7221	0.9828	0.9914
0.0929	8.7065	1750	0.9991	0.7221	0.9991	0.9995
0.0929	8.7164	1752	1.0273	0.7221	1.0273	1.0136
0.0929	8.7264	1754	1.0251	0.7221	1.0251	1.0125
0.0929	8.7363	1756	1.0147	0.7221	1.0147	1.0073
0.0929	8.7463	1758	1.0073	0.7221	1.0073	1.0036
0.0929	8.7562	1760	0.9995	0.7221	0.9995	0.9997
0.0929	8.7662	1762	0.9923	0.7221	0.9923	0.9962
0.0929	8.7761	1764	0.9971	0.7221	0.9971	0.9986
0.0929	8.7861	1766	0.9815	0.7221	0.9815	0.9907
0.0929	8.7960	1768	0.9843	0.6752	0.9843	0.9921
0.0929	8.8060	1770	1.0129	0.6752	1.0129	1.0064
0.0929	8.8159	1772	1.0604	0.6977	1.0604	1.0298
0.0929	8.8259	1774	1.1175	0.6977	1.1175	1.0571
0.0929	8.8358	1776	1.1478	0.6977	1.1478	1.0714
0.0929	8.8458	1778	1.1530	0.6977	1.1530	1.0738
0.0929	8.8557	1780	1.1601	0.6977	1.1601	1.0771
0.0929	8.8657	1782	1.1428	0.6977	1.1428	1.0690
0.0929	8.8756	1784	1.1274	0.6977	1.1274	1.0618
0.0929	8.8856	1786	1.0889	0.6977	1.0889	1.0435
0.0929	8.8955	1788	1.0629	0.6977	1.0629	1.0310
0.0929	8.9055	1790	1.0298	0.6977	1.0298	1.0148
0.0929	8.9154	1792	1.0073	0.7421	1.0073	1.0036
0.0929	8.9254	1794	0.9804	0.7221	0.9804	0.9901
0.0929	8.9353	1796	0.9651	0.7221	0.9651	0.9824
0.0929	8.9453	1798	0.9611	0.7221	0.9611	0.9804
0.0929	8.9552	1800	0.9655	0.7221	0.9655	0.9826
0.0929	8.9652	1802	0.9814	0.7221	0.9814	0.9907
0.0929	8.9751	1804	1.0112	0.7421	1.0112	1.0056
0.0929	8.9851	1806	1.0462	0.7421	1.0462	1.0229
0.0929	8.9950	1808	1.0625	0.6977	1.0626	1.0308
0.0929	9.0050	1810	1.0742	0.6977	1.0742	1.0364
0.0929	9.0149	1812	1.0871	0.6977	1.0871	1.0426
0.0929	9.0249	1814	1.0843	0.6977	1.0843	1.0413
0.0929	9.0348	1816	1.0580	0.7421	1.0580	1.0286
0.0929	9.0448	1818	1.0337	0.7421	1.0337	1.0167
0.0929	9.0547	1820	1.0248	0.7421	1.0248	1.0123
0.0929	9.0647	1822	1.0085	0.7421	1.0085	1.0043
0.0929	9.0746	1824	0.9844	0.7516	0.9844	0.9922
0.0929	9.0846	1826	0.9684	0.7221	0.9684	0.9841
0.0929	9.0945	1828	0.9610	0.7221	0.9610	0.9803
0.0929	9.1045	1830	0.9496	0.7221	0.9496	0.9745
0.0929	9.1144	1832	0.9339	0.7516	0.9339	0.9664
0.0929	9.1244	1834	0.9276	0.7426	0.9276	0.9631
0.0929	9.1343	1836	0.9350	0.7426	0.9350	0.9670
0.0929	9.1443	1838	0.9558	0.7426	0.9558	0.9776
0.0929	9.1542	1840	0.9870	0.6912	0.9870	0.9935
0.0929	9.1642	1842	1.0185	0.6977	1.0185	1.0092
0.0929	9.1741	1844	1.0537	0.6977	1.0537	1.0265
0.0929	9.1841	1846	1.0690	0.6977	1.0690	1.0339
0.0929	9.1940	1848	1.0674	0.6977	1.0674	1.0332
0.0929	9.2040	1850	1.0723	0.6977	1.0723	1.0355
0.0929	9.2139	1852	1.0754	0.6977	1.0754	1.0370
0.0929	9.2239	1854	1.0616	0.6977	1.0616	1.0303
0.0929	9.2338	1856	1.0349	0.6977	1.0349	1.0173
0.0929	9.2438	1858	1.0089	0.6977	1.0089	1.0044
0.0929	9.2537	1860	0.9963	0.6977	0.9963	0.9982
0.0929	9.2637	1862	0.9945	0.6977	0.9945	0.9973
0.0929	9.2736	1864	1.0007	0.6977	1.0007	1.0003
0.0929	9.2836	1866	0.9922	0.6977	0.9922	0.9961
0.0929	9.2935	1868	0.9727	0.6912	0.9727	0.9863
0.0929	9.3035	1870	0.9585	0.7337	0.9585	0.9790
0.0929	9.3134	1872	0.9533	0.7337	0.9533	0.9764
0.0929	9.3234	1874	0.9567	0.7337	0.9567	0.9781
0.0929	9.3333	1876	0.9648	0.6912	0.9648	0.9822
0.0929	9.3433	1878	0.9781	0.6912	0.9781	0.9890
0.0929	9.3532	1880	0.9833	0.6977	0.9833	0.9916
0.0929	9.3632	1882	0.9840	0.6977	0.9840	0.9919
0.0929	9.3731	1884	0.9872	0.6977	0.9872	0.9936
0.0929	9.3831	1886	0.9960	0.6977	0.9960	0.9980
0.0929	9.3930	1888	1.0101	0.6977	1.0101	1.0050
0.0929	9.4030	1890	1.0187	0.6977	1.0187	1.0093
0.0929	9.4129	1892	1.0190	0.6977	1.0190	1.0094
0.0929	9.4229	1894	1.0073	0.6977	1.0073	1.0037
0.0929	9.4328	1896	0.9990	0.6977	0.9990	0.9995
0.0929	9.4428	1898	0.9864	0.7421	0.9864	0.9932
0.0929	9.4527	1900	0.9711	0.7516	0.9711	0.9854
0.0929	9.4627	1902	0.9617	0.7516	0.9617	0.9807
0.0929	9.4726	1904	0.9543	0.7516	0.9543	0.9769
0.0929	9.4826	1906	0.9490	0.7709	0.9490	0.9742
0.0929	9.4925	1908	0.9480	0.7709	0.9480	0.9736
0.0929	9.5025	1910	0.9498	0.7709	0.9498	0.9746
0.0929	9.5124	1912	0.9486	0.7709	0.9486	0.9739
0.0929	9.5224	1914	0.9503	0.7709	0.9503	0.9748
0.0929	9.5323	1916	0.9481	0.7709	0.9481	0.9737
0.0929	9.5423	1918	0.9547	0.7709	0.9547	0.9771
0.0929	9.5522	1920	0.9672	0.7157	0.9672	0.9835
0.0929	9.5622	1922	0.9818	0.6977	0.9818	0.9909
0.0929	9.5721	1924	0.9904	0.6977	0.9904	0.9952
0.0929	9.5821	1926	0.9963	0.6977	0.9963	0.9981
0.0929	9.5920	1928	0.9995	0.6977	0.9995	0.9998
0.0929	9.6020	1930	1.0058	0.6977	1.0058	1.0029
0.0929	9.6119	1932	1.0070	0.6977	1.0070	1.0035
0.0929	9.6219	1934	1.0074	0.6977	1.0074	1.0037
0.0929	9.6318	1936	1.0122	0.6977	1.0122	1.0061
0.0929	9.6418	1938	1.0160	0.6977	1.0160	1.0080
0.0929	9.6517	1940	1.0139	0.6977	1.0139	1.0069
0.0929	9.6617	1942	1.0064	0.6977	1.0064	1.0032
0.0929	9.6716	1944	0.9966	0.7421	0.9966	0.9983
0.0929	9.6816	1946	0.9864	0.7421	0.9864	0.9932
0.0929	9.6915	1948	0.9791	0.7421	0.9791	0.9895
0.0929	9.7015	1950	0.9709	0.7421	0.9709	0.9853
0.0929	9.7114	1952	0.9633	0.7516	0.9633	0.9815
0.0929	9.7214	1954	0.9580	0.7516	0.9580	0.9788
0.0929	9.7313	1956	0.9552	0.7516	0.9552	0.9774
0.0929	9.7413	1958	0.9519	0.7709	0.9519	0.9756
0.0929	9.7512	1960	0.9505	0.7709	0.9505	0.9750
0.0929	9.7612	1962	0.9502	0.7709	0.9502	0.9748
0.0929	9.7711	1964	0.9520	0.7516	0.9520	0.9757
0.0929	9.7811	1966	0.9573	0.7516	0.9573	0.9784
0.0929	9.7910	1968	0.9625	0.7516	0.9625	0.9811
0.0929	9.8010	1970	0.9694	0.7516	0.9694	0.9846
0.0929	9.8109	1972	0.9742	0.7421	0.9742	0.9870
0.0929	9.8209	1974	0.9808	0.7421	0.9808	0.9904
0.0929	9.8308	1976	0.9838	0.7421	0.9838	0.9919
0.0929	9.8408	1978	0.9857	0.7421	0.9857	0.9928
0.0929	9.8507	1980	0.9873	0.7421	0.9873	0.9936
0.0929	9.8607	1982	0.9885	0.7421	0.9885	0.9942
0.0929	9.8706	1984	0.9877	0.7421	0.9877	0.9938
0.0929	9.8806	1986	0.9863	0.7421	0.9863	0.9931
0.0929	9.8905	1988	0.9851	0.7421	0.9851	0.9925
0.0929	9.9005	1990	0.9841	0.7421	0.9841	0.9920
0.0929	9.9104	1992	0.9842	0.7421	0.9842	0.9921
0.0929	9.9204	1994	0.9846	0.7421	0.9846	0.9923
0.0929	9.9303	1996	0.9838	0.7421	0.9838	0.9919
0.0929	9.9403	1998	0.9839	0.7421	0.9839	0.9919
0.0646	9.9502	2000	0.9834	0.7421	0.9834	0.9917
0.0646	9.9602	2002	0.9834	0.7421	0.9834	0.9917
0.0646	9.9701	2004	0.9838	0.7421	0.9838	0.9919
0.0646	9.9801	2006	0.9840	0.7421	0.9840	0.9920
0.0646	9.9900	2008	0.9842	0.7421	0.9842	0.9921
0.0646	10.0	2010	0.9841	0.7421	0.9841	0.9920

Framework versions

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