GS_bert8

This model is a fine-tuned version of biblo0507/GS_bert6 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.0976
• F1: 0.7952
• Precision: 0.8278
• Recall: 0.7708

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: 5e-05
• train_batch_size: 16
• eval_batch_size: 16
• seed: 42
• optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 500
• num_epochs: 1000

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Precision	Recall
0.7303	1.0	45	0.6914	0.0376	0.0389	0.0366
0.5352	2.0	90	0.4913	0.0399	0.0426	0.0380
0.3712	3.0	135	0.3308	0.0320	0.0333	0.0310
0.278	4.0	180	0.2535	0.0336	0.0352	0.0324
0.2275	5.0	225	0.2080	0.0410	0.0426	0.0398
0.1958	6.0	270	0.1835	0.0376	0.0389	0.0366
0.1819	7.0	315	0.1712	0.0376	0.0389	0.0366
0.172	8.0	360	0.1654	0.0481	0.05	0.0468
0.1688	9.0	405	0.1628	0.0540	0.0574	0.0514
0.1685	10.0	450	0.1614	0.0603	0.0630	0.0583
0.1675	11.0	495	0.1595	0.1138	0.1204	0.1088
0.1629	12.0	540	0.1552	0.2839	0.2981	0.2731
0.1555	13.0	585	0.1489	0.3378	0.3556	0.3245
0.1488	14.0	630	0.1433	0.3794	0.3981	0.3653
0.1414	15.0	675	0.1378	0.4156	0.4370	0.3995
0.1366	16.0	720	0.1330	0.4638	0.4870	0.4463
0.1298	17.0	765	0.1280	0.5108	0.5370	0.4912
0.1243	18.0	810	0.1238	0.5656	0.5926	0.5454
0.1164	19.0	855	0.1198	0.5921	0.6204	0.5708
0.1114	20.0	900	0.1157	0.6267	0.6556	0.6051
0.1087	21.0	945	0.1124	0.6439	0.6722	0.6227
0.1036	22.0	990	0.1097	0.6569	0.6870	0.6343
0.1001	23.0	1035	0.1059	0.6868	0.7167	0.6644
0.0967	24.0	1080	0.1035	0.7093	0.7407	0.6856
0.0913	25.0	1125	0.1005	0.7061	0.7370	0.6829
0.087	26.0	1170	0.0982	0.7291	0.7611	0.7051
0.0823	27.0	1215	0.0954	0.7291	0.7611	0.7051
0.0779	28.0	1260	0.0930	0.7511	0.7833	0.7269
0.0769	29.0	1305	0.0912	0.7405	0.7722	0.7167
0.0727	30.0	1350	0.0886	0.7630	0.7963	0.7380
0.0707	31.0	1395	0.0871	0.7577	0.7907	0.7329
0.0669	32.0	1440	0.0856	0.7579	0.7907	0.7333
0.0648	33.0	1485	0.0833	0.7561	0.7889	0.7315
0.063	34.0	1530	0.0821	0.7632	0.7963	0.7384
0.0594	35.0	1575	0.0805	0.7651	0.7981	0.7403
0.0566	36.0	1620	0.0791	0.7683	0.8019	0.7431
0.0559	37.0	1665	0.0777	0.7743	0.8074	0.7495
0.0556	38.0	1710	0.0759	0.7706	0.8037	0.7458
0.0517	39.0	1755	0.0748	0.7772	0.8111	0.7519
0.0487	40.0	1800	0.0733	0.7759	0.8093	0.7509
0.0488	41.0	1845	0.0729	0.7725	0.8056	0.7477
0.0458	42.0	1890	0.0714	0.7778	0.8111	0.7528
0.0449	43.0	1935	0.0706	0.7735	0.8056	0.7495
0.0437	44.0	1980	0.0693	0.7870	0.8204	0.7620
0.0421	45.0	2025	0.0677	0.7804	0.8130	0.7560
0.0402	46.0	2070	0.0677	0.7815	0.8148	0.7565
0.0387	47.0	2115	0.0668	0.7778	0.8111	0.7528
0.0363	48.0	2160	0.0668	0.7833	0.8167	0.7583
0.0365	49.0	2205	0.0652	0.7722	0.8056	0.7472
0.0348	50.0	2250	0.0640	0.7775	0.8111	0.7523
0.0351	51.0	2295	0.0644	0.7817	0.8148	0.7569
0.0344	52.0	2340	0.0631	0.7833	0.8167	0.7583
0.0325	53.0	2385	0.0635	0.7892	0.8222	0.7644
0.0306	54.0	2430	0.0619	0.7886	0.8222	0.7634
0.0303	55.0	2475	0.0619	0.7910	0.8241	0.7662
0.0299	56.0	2520	0.0611	0.7828	0.8167	0.7574
0.0287	57.0	2565	0.0607	0.7886	0.8222	0.7634
0.0282	58.0	2610	0.0600	0.7849	0.8185	0.7597
0.0272	59.0	2655	0.0588	0.7942	0.8278	0.7690
0.0267	60.0	2700	0.0588	0.7960	0.8296	0.7708
0.0255	61.0	2745	0.0582	0.7796	0.8130	0.7546
0.0243	62.0	2790	0.0594	0.7865	0.8204	0.7611
0.0239	63.0	2835	0.0580	0.7929	0.8259	0.7681
0.0237	64.0	2880	0.0578	0.7870	0.8204	0.7620
0.0226	65.0	2925	0.0579	0.7849	0.8185	0.7597
0.0217	66.0	2970	0.0573	0.7854	0.8185	0.7606
0.0223	67.0	3015	0.0571	0.7907	0.8241	0.7657
0.0207	68.0	3060	0.0567	0.7921	0.8259	0.7667
0.02	69.0	3105	0.0563	0.7870	0.8204	0.7620
0.0191	70.0	3150	0.0555	0.7989	0.8333	0.7731
0.0192	71.0	3195	0.0562	0.7857	0.8185	0.7611
0.0189	72.0	3240	0.0552	0.7926	0.8259	0.7676
0.0181	73.0	3285	0.0550	0.7939	0.8278	0.7685
0.0181	74.0	3330	0.0553	0.7942	0.8278	0.7690
0.0181	75.0	3375	0.0551	0.7979	0.8315	0.7727
0.0173	76.0	3420	0.0547	0.7907	0.8241	0.7657
0.0167	77.0	3465	0.0544	0.7981	0.8315	0.7731
0.0163	78.0	3510	0.0546	0.7944	0.8278	0.7694
0.0155	79.0	3555	0.0534	0.7963	0.8296	0.7713
0.0157	80.0	3600	0.0534	0.8019	0.8352	0.7769
0.0148	81.0	3645	0.0547	0.7873	0.8204	0.7625
0.0148	82.0	3690	0.0542	0.7995	0.8333	0.7741
0.0142	83.0	3735	0.0534	0.7944	0.8278	0.7694
0.0143	84.0	3780	0.0533	0.7926	0.8259	0.7676
0.0133	85.0	3825	0.0536	0.7997	0.8333	0.7745
0.0135	86.0	3870	0.0532	0.7905	0.8241	0.7653
0.0129	87.0	3915	0.0525	0.7931	0.8259	0.7685
0.0121	88.0	3960	0.0523	0.7931	0.8259	0.7685
0.0126	89.0	4005	0.0533	0.7992	0.8333	0.7736
0.0116	90.0	4050	0.0527	0.7931	0.8259	0.7685
0.0118	91.0	4095	0.0533	0.7955	0.8296	0.7699
0.0117	92.0	4140	0.0528	0.7931	0.8259	0.7685
0.0112	93.0	4185	0.0529	0.7929	0.8259	0.7681
0.0109	94.0	4230	0.0516	0.7960	0.8296	0.7708
0.0112	95.0	4275	0.0562	0.7894	0.8222	0.7648
0.0122	96.0	4320	0.0572	0.7836	0.8167	0.7588
0.013	97.0	4365	0.0564	0.7897	0.8241	0.7639
0.0117	98.0	4410	0.0564	0.7820	0.8148	0.7574
0.0107	99.0	4455	0.0540	0.7841	0.8167	0.7597
0.0108	100.0	4500	0.0535	0.7802	0.8130	0.7556
0.0112	101.0	4545	0.0553	0.7757	0.8093	0.7505
0.0106	102.0	4590	0.0576	0.7841	0.8167	0.7597
0.0095	103.0	4635	0.0550	0.7873	0.8204	0.7625
0.0091	104.0	4680	0.0545	0.7894	0.8222	0.7648
0.0088	105.0	4725	0.0538	0.7950	0.8278	0.7704
0.0081	106.0	4770	0.0535	0.7950	0.8278	0.7704
0.0079	107.0	4815	0.0541	0.7915	0.8241	0.7671
0.008	108.0	4860	0.0534	0.8021	0.8352	0.7773
0.0079	109.0	4905	0.0534	0.7942	0.8278	0.7690
0.0076	110.0	4950	0.0534	0.8	0.8333	0.775
0.0077	111.0	4995	0.0536	0.7929	0.8259	0.7681
0.0074	112.0	5040	0.0535	0.7823	0.8148	0.7579
0.0072	113.0	5085	0.0540	0.7894	0.8222	0.7648
0.0073	114.0	5130	0.0537	0.7944	0.8278	0.7694
0.007	115.0	5175	0.0537	0.7944	0.8278	0.7694
0.0066	116.0	5220	0.0533	0.7894	0.8222	0.7648
0.0066	117.0	5265	0.0535	0.7947	0.8278	0.7699
0.0064	118.0	5310	0.0533	0.7989	0.8315	0.7745
0.0064	119.0	5355	0.0546	0.7984	0.8315	0.7736
0.0062	120.0	5400	0.0537	0.7889	0.8222	0.7639
0.006	121.0	5445	0.0533	0.7966	0.8296	0.7718
0.0059	122.0	5490	0.0541	0.8	0.8333	0.775
0.0059	123.0	5535	0.0544	0.8005	0.8333	0.7759
0.0058	124.0	5580	0.0543	0.7968	0.8296	0.7722
0.0057	125.0	5625	0.0544	0.7966	0.8296	0.7718
0.0055	126.0	5670	0.0528	0.8005	0.8333	0.7759
0.0053	127.0	5715	0.0543	0.7947	0.8278	0.7699
0.0053	128.0	5760	0.0550	0.7989	0.8315	0.7745
0.0053	129.0	5805	0.0539	0.7984	0.8315	0.7736
0.0051	130.0	5850	0.0534	0.7981	0.8315	0.7731
0.005	131.0	5895	0.0548	0.7934	0.8259	0.7690
0.0048	132.0	5940	0.0541	0.7963	0.8296	0.7713
0.0048	133.0	5985	0.0549	0.7984	0.8315	0.7736
0.0048	134.0	6030	0.0544	0.7910	0.8241	0.7662
0.0045	135.0	6075	0.0542	0.8034	0.8370	0.7782
0.0046	136.0	6120	0.0548	0.7981	0.8315	0.7731
0.0045	137.0	6165	0.0543	0.8019	0.8352	0.7769
0.0042	138.0	6210	0.0548	0.8021	0.8352	0.7773
0.0044	139.0	6255	0.0553	0.8011	0.8352	0.7755
0.0041	140.0	6300	0.0552	0.7979	0.8315	0.7727
0.0039	141.0	6345	0.0545	0.7984	0.8315	0.7736
0.0042	142.0	6390	0.0543	0.8003	0.8333	0.7755
0.0041	143.0	6435	0.0556	0.8037	0.8370	0.7787
0.0039	144.0	6480	0.0549	0.8019	0.8352	0.7769
0.004	145.0	6525	0.0558	0.8053	0.8389	0.7801
0.0036	146.0	6570	0.0565	0.8	0.8333	0.775
0.0038	147.0	6615	0.0551	0.7979	0.8315	0.7727
0.0036	148.0	6660	0.0559	0.8	0.8333	0.775
0.0037	149.0	6705	0.0562	0.8003	0.8333	0.7755
0.0033	150.0	6750	0.0555	0.7997	0.8333	0.7745
0.0034	151.0	6795	0.0561	0.8021	0.8352	0.7773
0.0032	152.0	6840	0.0556	0.8034	0.8370	0.7782
0.0031	153.0	6885	0.0553	0.7981	0.8315	0.7731
0.0033	154.0	6930	0.0561	0.8016	0.8352	0.7764
0.0031	155.0	6975	0.0555	0.8034	0.8370	0.7782
0.003	156.0	7020	0.0547	0.8000	0.8333	0.775
0.0029	157.0	7065	0.0556	0.8050	0.8389	0.7796
0.003	158.0	7110	0.0560	0.8032	0.8370	0.7778
0.0031	159.0	7155	0.0566	0.7950	0.8278	0.7704
0.0028	160.0	7200	0.0567	0.8013	0.8352	0.7759
0.0027	161.0	7245	0.0570	0.7966	0.8296	0.7718
0.0028	162.0	7290	0.0574	0.8	0.8333	0.775
0.0028	163.0	7335	0.0569	0.8103	0.8444	0.7847
0.0029	164.0	7380	0.0566	0.8087	0.8426	0.7833
0.0027	165.0	7425	0.0578	0.7981	0.8315	0.7731
0.0045	166.0	7470	0.0604	0.7913	0.8259	0.7653
0.0117	167.0	7515	0.0724	0.7426	0.7741	0.7190
0.0096	168.0	7560	0.0657	0.7667	0.7981	0.7431
0.007	169.0	7605	0.0643	0.7688	0.8	0.7454
0.0057	170.0	7650	0.0617	0.7735	0.8056	0.7495
0.0031	171.0	7695	0.0611	0.7892	0.8222	0.7644
0.0027	172.0	7740	0.0606	0.7876	0.8204	0.7630
0.0025	173.0	7785	0.0607	0.7823	0.8148	0.7579
0.0024	174.0	7830	0.0607	0.7804	0.8130	0.7560
0.0024	175.0	7875	0.0604	0.7841	0.8167	0.7597
0.0025	176.0	7920	0.0609	0.7854	0.8185	0.7606
0.0023	177.0	7965	0.0596	0.7807	0.8130	0.7565
0.0023	178.0	8010	0.0581	0.7929	0.8259	0.7681
0.0023	179.0	8055	0.0588	0.7878	0.8204	0.7634
0.0021	180.0	8100	0.0609	0.7913	0.8241	0.7667
0.0022	181.0	8145	0.0600	0.7929	0.8259	0.7681
0.0024	182.0	8190	0.0605	0.7857	0.8185	0.7611
0.0019	183.0	8235	0.0598	0.7892	0.8222	0.7644
0.0019	184.0	8280	0.0602	0.7894	0.8222	0.7648
0.0017	185.0	8325	0.0596	0.7892	0.8222	0.7644
0.0019	186.0	8370	0.0600	0.7807	0.8130	0.7565
0.0018	187.0	8415	0.0600	0.7894	0.8222	0.7648
0.0018	188.0	8460	0.0597	0.7894	0.8222	0.7648
0.0017	189.0	8505	0.0598	0.7892	0.8222	0.7644
0.0018	190.0	8550	0.0602	0.7876	0.8204	0.7630
0.0017	191.0	8595	0.0599	0.7878	0.8204	0.7634
0.0017	192.0	8640	0.0596	0.7876	0.8204	0.7630
0.0017	193.0	8685	0.0601	0.7963	0.8296	0.7713
0.0016	194.0	8730	0.0603	0.7929	0.8259	0.7681
0.0016	195.0	8775	0.0598	0.7913	0.8241	0.7667
0.0015	196.0	8820	0.0601	0.7929	0.8259	0.7681
0.0015	197.0	8865	0.0601	0.7894	0.8222	0.7648
0.0015	198.0	8910	0.0611	0.7910	0.8241	0.7662
0.0015	199.0	8955	0.0609	0.7907	0.8241	0.7657
0.0014	200.0	9000	0.0610	0.7926	0.8259	0.7676
0.0013	201.0	9045	0.0614	0.7892	0.8222	0.7644
0.0013	202.0	9090	0.0615	0.7944	0.8278	0.7694
0.0014	203.0	9135	0.0608	0.7966	0.8296	0.7718
0.0014	204.0	9180	0.0604	0.7892	0.8222	0.7644
0.0014	205.0	9225	0.0610	0.7929	0.8259	0.7681
0.0013	206.0	9270	0.0612	0.7910	0.8241	0.7662
0.0012	207.0	9315	0.0615	0.7947	0.8278	0.7699
0.0013	208.0	9360	0.0614	0.7947	0.8278	0.7699
0.0013	209.0	9405	0.0612	0.7929	0.8259	0.7681
0.0012	210.0	9450	0.0616	0.7944	0.8278	0.7694
0.0012	211.0	9495	0.0614	0.7963	0.8296	0.7713
0.0012	212.0	9540	0.0615	0.7997	0.8333	0.7745
0.0012	213.0	9585	0.0615	0.7910	0.8241	0.7662
0.0012	214.0	9630	0.0616	0.7981	0.8315	0.7731
0.0011	215.0	9675	0.0626	0.7897	0.8222	0.7653
0.0012	216.0	9720	0.0616	0.7929	0.8259	0.7681
0.0011	217.0	9765	0.0621	0.7931	0.8259	0.7685
0.0011	218.0	9810	0.0627	0.7913	0.8241	0.7667
0.001	219.0	9855	0.0628	0.7907	0.8241	0.7657
0.0011	220.0	9900	0.0622	0.7947	0.8278	0.7699
0.0011	221.0	9945	0.0621	0.7944	0.8278	0.7694
0.001	222.0	9990	0.0618	0.7981	0.8315	0.7731
0.0009	223.0	10035	0.0629	0.7947	0.8278	0.7699
0.0034	224.0	10080	0.0723	0.7815	0.8130	0.7579
0.0044	225.0	10125	0.0683	0.7772	0.8093	0.7532
0.0033	226.0	10170	0.0706	0.7661	0.7981	0.7421
0.0027	227.0	10215	0.0662	0.7799	0.8130	0.7551
0.0041	228.0	10260	0.0715	0.7778	0.8111	0.7528
0.002	229.0	10305	0.0663	0.7820	0.8148	0.7574
0.0025	230.0	10350	0.0664	0.7958	0.8296	0.7704
0.0014	231.0	10395	0.0687	0.7886	0.8222	0.7634
0.0011	232.0	10440	0.0676	0.7868	0.8204	0.7616
0.0011	233.0	10485	0.0661	0.7963	0.8296	0.7713
0.001	234.0	10530	0.0656	0.7960	0.8296	0.7708
0.0009	235.0	10575	0.0667	0.7947	0.8278	0.7699
0.0009	236.0	10620	0.0661	0.7929	0.8259	0.7681
0.0009	237.0	10665	0.0665	0.7926	0.8259	0.7676
0.0009	238.0	10710	0.0652	0.7926	0.8259	0.7676
0.0009	239.0	10755	0.0664	0.7979	0.8315	0.7727
0.0009	240.0	10800	0.0666	0.7854	0.8185	0.7606
0.0008	241.0	10845	0.0671	0.7836	0.8167	0.7588
0.0008	242.0	10890	0.0678	0.7889	0.8222	0.7639
0.0008	243.0	10935	0.0672	0.7889	0.8222	0.7639
0.0008	244.0	10980	0.0671	0.7960	0.8296	0.7708
0.0008	245.0	11025	0.0666	0.7889	0.8222	0.7639
0.0008	246.0	11070	0.0668	0.7905	0.8241	0.7653
0.0007	247.0	11115	0.0673	0.7958	0.8296	0.7704
0.0008	248.0	11160	0.0675	0.7944	0.8278	0.7694
0.0007	249.0	11205	0.0671	0.7963	0.8296	0.7713
0.0008	250.0	11250	0.0682	0.7907	0.8241	0.7657
0.0008	251.0	11295	0.0680	0.7979	0.8315	0.7727
0.0009	252.0	11340	0.0668	0.8	0.8333	0.775
0.0007	253.0	11385	0.0670	0.7947	0.8278	0.7699
0.0007	254.0	11430	0.0673	0.7926	0.8259	0.7676
0.0038	255.0	11475	0.0712	0.7870	0.8204	0.7620
0.0034	256.0	11520	0.0693	0.7854	0.8185	0.7606
0.0029	257.0	11565	0.0686	0.7788	0.8111	0.7546
0.0016	258.0	11610	0.0713	0.7815	0.8130	0.7579
0.0012	259.0	11655	0.0694	0.7913	0.8241	0.7667
0.001	260.0	11700	0.0689	0.7929	0.8259	0.7681
0.0007	261.0	11745	0.0691	0.7915	0.8241	0.7671
0.0013	262.0	11790	0.0700	0.7878	0.8204	0.7634
0.0007	263.0	11835	0.0709	0.7931	0.8259	0.7685
0.0006	264.0	11880	0.0706	0.7899	0.8222	0.7657
0.0006	265.0	11925	0.0705	0.7934	0.8259	0.7690
0.0006	266.0	11970	0.0700	0.7950	0.8278	0.7704
0.0006	267.0	12015	0.0696	0.7897	0.8222	0.7653
0.0006	268.0	12060	0.0701	0.7913	0.8241	0.7667
0.0006	269.0	12105	0.0707	0.7881	0.8204	0.7639
0.0006	270.0	12150	0.0703	0.7897	0.8222	0.7653
0.0006	271.0	12195	0.0700	0.7913	0.8241	0.7667
0.0005	272.0	12240	0.0700	0.7934	0.8259	0.7690
0.0006	273.0	12285	0.0708	0.7899	0.8222	0.7657
0.0005	274.0	12330	0.0711	0.7918	0.8241	0.7676
0.0005	275.0	12375	0.0709	0.7931	0.8259	0.7685
0.0006	276.0	12420	0.0707	0.7915	0.8241	0.7671
0.0007	277.0	12465	0.0717	0.7876	0.8204	0.7630
0.0006	278.0	12510	0.0723	0.7881	0.8204	0.7639
0.0006	279.0	12555	0.0714	0.7910	0.8241	0.7662
0.0005	280.0	12600	0.0707	0.7931	0.8259	0.7685
0.0005	281.0	12645	0.0710	0.7881	0.8204	0.7639
0.0005	282.0	12690	0.0715	0.7947	0.8278	0.7699
0.0005	283.0	12735	0.0715	0.7897	0.8222	0.7653
0.0005	284.0	12780	0.0714	0.7966	0.8296	0.7718
0.0005	285.0	12825	0.0715	0.7947	0.8278	0.7699
0.0005	286.0	12870	0.0715	0.7947	0.8278	0.7699
0.0005	287.0	12915	0.0719	0.7931	0.8259	0.7685
0.0005	288.0	12960	0.0715	0.7915	0.8241	0.7671
0.0005	289.0	13005	0.0717	0.7881	0.8204	0.7639
0.0004	290.0	13050	0.0731	0.7881	0.8204	0.7639
0.0005	291.0	13095	0.0726	0.7913	0.8241	0.7667
0.0012	292.0	13140	0.0733	0.7595	0.7926	0.7347
0.0025	293.0	13185	0.0764	0.7460	0.7778	0.7222
0.0044	294.0	13230	0.0739	0.7685	0.8	0.7449
0.003	295.0	13275	0.0774	0.7741	0.8056	0.7505
0.0016	296.0	13320	0.0728	0.7743	0.8056	0.7509
0.002	297.0	13365	0.0700	0.7921	0.8241	0.7681
0.0025	298.0	13410	0.0719	0.7886	0.8204	0.7648
0.0008	299.0	13455	0.0720	0.7815	0.8130	0.7579
0.0007	300.0	13500	0.0715	0.7865	0.8185	0.7625
0.0006	301.0	13545	0.0713	0.7884	0.8204	0.7644
0.0006	302.0	13590	0.0717	0.7915	0.8241	0.7671
0.0005	303.0	13635	0.0711	0.7918	0.8241	0.7676
0.0011	304.0	13680	0.0740	0.7810	0.8130	0.7569
0.001	305.0	13725	0.0792	0.7791	0.8111	0.7551
0.0007	306.0	13770	0.0738	0.7937	0.8259	0.7694
0.0007	307.0	13815	0.0740	0.7974	0.8296	0.7731
0.0005	308.0	13860	0.0725	0.7971	0.8296	0.7727
0.0005	309.0	13905	0.0731	0.7952	0.8278	0.7708
0.0004	310.0	13950	0.0728	0.7989	0.8315	0.7745
0.0004	311.0	13995	0.0727	0.7952	0.8278	0.7708
0.0004	312.0	14040	0.0725	0.7958	0.8278	0.7718
0.0004	313.0	14085	0.0725	0.7952	0.8278	0.7708
0.0004	314.0	14130	0.0728	0.7955	0.8278	0.7713
0.0004	315.0	14175	0.0726	0.7955	0.8278	0.7713
0.0004	316.0	14220	0.0724	0.7989	0.8315	0.7745
0.0004	317.0	14265	0.0731	0.7989	0.8315	0.7745
0.0004	318.0	14310	0.0732	0.8008	0.8333	0.7764
0.0004	319.0	14355	0.0728	0.7989	0.8315	0.7745
0.0004	320.0	14400	0.0731	0.7989	0.8315	0.7745
0.0003	321.0	14445	0.0729	0.7989	0.8315	0.7745
0.0004	322.0	14490	0.0734	0.7974	0.8296	0.7731
0.0003	323.0	14535	0.0731	0.8008	0.8333	0.7764
0.0004	324.0	14580	0.0732	0.8008	0.8333	0.7764
0.0004	325.0	14625	0.0731	0.7971	0.8296	0.7727
0.0006	326.0	14670	0.0734	0.7971	0.8296	0.7727
0.0004	327.0	14715	0.0733	0.7971	0.8296	0.7727
0.0004	328.0	14760	0.0730	0.7989	0.8315	0.7745
0.0003	329.0	14805	0.0732	0.8008	0.8333	0.7764
0.0003	330.0	14850	0.0732	0.8008	0.8333	0.7764
0.0003	331.0	14895	0.0729	0.7971	0.8296	0.7727
0.0003	332.0	14940	0.0736	0.7971	0.8296	0.7727
0.0003	333.0	14985	0.0738	0.8061	0.8389	0.7815
0.0005	334.0	15030	0.0777	0.7862	0.8185	0.7620
0.0011	335.0	15075	0.0788	0.7735	0.8056	0.7495
0.0011	336.0	15120	0.0797	0.7825	0.8148	0.7583
0.0016	337.0	15165	0.0825	0.7722	0.8037	0.7486
0.0013	338.0	15210	0.0831	0.7794	0.8111	0.7556
0.0022	339.0	15255	0.0778	0.7770	0.8093	0.7528
0.0018	340.0	15300	0.0806	0.7704	0.8019	0.7468
0.0007	341.0	15345	0.0782	0.7788	0.8111	0.7546
0.0005	342.0	15390	0.0782	0.7915	0.8241	0.7671
0.0004	343.0	15435	0.0789	0.7918	0.8241	0.7676
0.0004	344.0	15480	0.0789	0.7902	0.8222	0.7662
0.0004	345.0	15525	0.0780	0.7937	0.8259	0.7694
0.0003	346.0	15570	0.0783	0.7899	0.8222	0.7657
0.0003	347.0	15615	0.0778	0.7937	0.8259	0.7694
0.0003	348.0	15660	0.0786	0.7952	0.8278	0.7708
0.0003	349.0	15705	0.0782	0.7918	0.8241	0.7676
0.0003	350.0	15750	0.0784	0.7918	0.8241	0.7676
0.0006	351.0	15795	0.0832	0.7669	0.7981	0.7435
0.0005	352.0	15840	0.0838	0.7767	0.8093	0.7523
0.0005	353.0	15885	0.0823	0.7839	0.8167	0.7593
0.0003	354.0	15930	0.0824	0.7876	0.8204	0.7630
0.0003	355.0	15975	0.0821	0.7841	0.8167	0.7597
0.0005	356.0	16020	0.0826	0.7804	0.8130	0.7560
0.0004	357.0	16065	0.0838	0.7788	0.8111	0.7546
0.0004	358.0	16110	0.0843	0.7770	0.8093	0.7528
0.0003	359.0	16155	0.0830	0.7841	0.8167	0.7597
0.0003	360.0	16200	0.0826	0.7878	0.8204	0.7634
0.0003	361.0	16245	0.0826	0.7878	0.8204	0.7634
0.0003	362.0	16290	0.0823	0.7878	0.8204	0.7634
0.0003	363.0	16335	0.0821	0.7860	0.8185	0.7616
0.0003	364.0	16380	0.0824	0.7878	0.8204	0.7634
0.0003	365.0	16425	0.0821	0.7860	0.8185	0.7616
0.0003	366.0	16470	0.0817	0.7841	0.8167	0.7597
0.0003	367.0	16515	0.0812	0.7841	0.8167	0.7597
0.0002	368.0	16560	0.0813	0.7841	0.8167	0.7597
0.0003	369.0	16605	0.0813	0.7878	0.8204	0.7634
0.0003	370.0	16650	0.0812	0.7894	0.8222	0.7648
0.0004	371.0	16695	0.0845	0.7786	0.8111	0.7542
0.0014	372.0	16740	0.0852	0.7730	0.8056	0.7486
0.002	373.0	16785	0.0807	0.7825	0.8148	0.7583
0.0007	374.0	16830	0.0790	0.7825	0.8148	0.7583
0.0005	375.0	16875	0.0793	0.7804	0.8130	0.7560
0.0004	376.0	16920	0.0789	0.7860	0.8185	0.7616
0.0003	377.0	16965	0.0792	0.7825	0.8148	0.7583
0.0003	378.0	17010	0.0790	0.7862	0.8185	0.7620
0.0002	379.0	17055	0.0790	0.7878	0.8204	0.7634
0.0003	380.0	17100	0.0811	0.7823	0.8148	0.7579
0.0003	381.0	17145	0.0814	0.7807	0.8130	0.7565
0.0003	382.0	17190	0.0807	0.7788	0.8111	0.7546
0.0003	383.0	17235	0.0810	0.7825	0.8148	0.7583
0.0002	384.0	17280	0.0805	0.7823	0.8148	0.7579
0.0002	385.0	17325	0.0807	0.7823	0.8148	0.7579
0.0002	386.0	17370	0.0806	0.7841	0.8167	0.7597
0.0002	387.0	17415	0.0808	0.7860	0.8185	0.7616
0.0002	388.0	17460	0.0807	0.7823	0.8148	0.7579
0.0002	389.0	17505	0.0807	0.7860	0.8185	0.7616
0.0002	390.0	17550	0.0804	0.7841	0.8167	0.7597
0.0002	391.0	17595	0.0807	0.7878	0.8204	0.7634
0.0002	392.0	17640	0.0810	0.7860	0.8185	0.7616
0.0002	393.0	17685	0.0806	0.7860	0.8185	0.7616
0.0002	394.0	17730	0.0807	0.7860	0.8185	0.7616
0.0002	395.0	17775	0.0810	0.7841	0.8167	0.7597
0.0002	396.0	17820	0.0807	0.7860	0.8185	0.7616
0.0002	397.0	17865	0.0810	0.7860	0.8185	0.7616
0.0002	398.0	17910	0.0807	0.7897	0.8222	0.7653
0.0003	399.0	17955	0.0820	0.7878	0.8204	0.7634
0.0006	400.0	18000	0.0855	0.7825	0.8148	0.7583
0.0007	401.0	18045	0.0800	0.7862	0.8185	0.7620
0.0003	402.0	18090	0.0815	0.7915	0.8241	0.7671
0.0003	403.0	18135	0.0801	0.7881	0.8204	0.7639
0.0003	404.0	18180	0.0802	0.7918	0.8241	0.7676
0.0002	405.0	18225	0.0810	0.7950	0.8278	0.7704
0.0008	406.0	18270	0.0827	0.7839	0.8167	0.7593
0.0014	407.0	18315	0.0884	0.7648	0.7963	0.7412
0.0033	408.0	18360	0.0846	0.7717	0.8037	0.7477
0.0011	409.0	18405	0.0842	0.7841	0.8167	0.7597
0.0019	410.0	18450	0.0830	0.7751	0.8074	0.7509
0.0011	411.0	18495	0.0776	0.7788	0.8111	0.7546
0.0006	412.0	18540	0.0791	0.7899	0.8222	0.7657
0.0003	413.0	18585	0.0799	0.7847	0.8167	0.7606
0.0003	414.0	18630	0.0794	0.7862	0.8185	0.7620
0.0003	415.0	18675	0.0800	0.7881	0.8204	0.7639
0.0002	416.0	18720	0.0801	0.7862	0.8185	0.7620
0.0003	417.0	18765	0.0795	0.7897	0.8222	0.7653
0.0002	418.0	18810	0.0803	0.7878	0.8204	0.7634
0.0002	419.0	18855	0.0802	0.7878	0.8204	0.7634
0.0002	420.0	18900	0.0802	0.7897	0.8222	0.7653
0.0002	421.0	18945	0.0807	0.7897	0.8222	0.7653
0.0002	422.0	18990	0.0809	0.7878	0.8204	0.7634
0.0003	423.0	19035	0.0812	0.7868	0.8185	0.7630
0.0002	424.0	19080	0.0813	0.7844	0.8167	0.7602
0.0002	425.0	19125	0.0828	0.7862	0.8185	0.7620
0.0002	426.0	19170	0.0824	0.7862	0.8185	0.7620
0.0002	427.0	19215	0.0825	0.7828	0.8148	0.7588
0.0002	428.0	19260	0.0824	0.7828	0.8148	0.7588
0.0002	429.0	19305	0.0825	0.7810	0.8130	0.7569
0.0002	430.0	19350	0.0824	0.7828	0.8148	0.7588
0.0002	431.0	19395	0.0824	0.7862	0.8185	0.7620
0.0002	432.0	19440	0.0827	0.7881	0.8204	0.7639
0.0002	433.0	19485	0.0829	0.7862	0.8185	0.7620
0.0002	434.0	19530	0.0829	0.7862	0.8185	0.7620
0.0002	435.0	19575	0.0825	0.7862	0.8185	0.7620
0.0002	436.0	19620	0.0831	0.7862	0.8185	0.7620
0.0002	437.0	19665	0.0834	0.7897	0.8222	0.7653
0.0002	438.0	19710	0.0836	0.7913	0.8241	0.7667
0.0002	439.0	19755	0.0833	0.7931	0.8259	0.7685
0.0002	440.0	19800	0.0837	0.7931	0.8259	0.7685
0.0002	441.0	19845	0.0839	0.7931	0.8259	0.7685
0.0002	442.0	19890	0.0834	0.7950	0.8278	0.7704
0.0002	443.0	19935	0.0837	0.7934	0.8259	0.7690
0.0002	444.0	19980	0.0836	0.7931	0.8259	0.7685
0.0002	445.0	20025	0.0837	0.7913	0.8241	0.7667
0.0002	446.0	20070	0.0839	0.7899	0.8222	0.7657
0.0001	447.0	20115	0.0835	0.7934	0.8259	0.7690
0.0001	448.0	20160	0.0840	0.7897	0.8222	0.7653
0.0001	449.0	20205	0.0842	0.7966	0.8296	0.7718
0.0002	450.0	20250	0.0843	0.7966	0.8296	0.7718
0.0001	451.0	20295	0.0846	0.7931	0.8259	0.7685
0.0001	452.0	20340	0.0843	0.7913	0.8241	0.7667
0.0001	453.0	20385	0.0844	0.7931	0.8259	0.7685
0.0001	454.0	20430	0.0841	0.7931	0.8259	0.7685
0.0001	455.0	20475	0.0842	0.7913	0.8241	0.7667
0.0001	456.0	20520	0.0845	0.7913	0.8241	0.7667
0.0001	457.0	20565	0.0850	0.7913	0.8241	0.7667
0.0001	458.0	20610	0.0848	0.7913	0.8241	0.7667
0.0001	459.0	20655	0.0851	0.7913	0.8241	0.7667
0.0001	460.0	20700	0.0846	0.7913	0.8241	0.7667
0.0001	461.0	20745	0.0844	0.7915	0.8241	0.7671
0.0001	462.0	20790	0.0846	0.7897	0.8222	0.7653
0.0001	463.0	20835	0.0843	0.7931	0.8259	0.7685
0.0001	464.0	20880	0.0842	0.7950	0.8278	0.7704
0.0001	465.0	20925	0.0848	0.7915	0.8241	0.7671
0.0001	466.0	20970	0.0849	0.7897	0.8222	0.7653
0.0001	467.0	21015	0.0842	0.7931	0.8259	0.7685
0.0001	468.0	21060	0.0846	0.7931	0.8259	0.7685
0.0001	469.0	21105	0.0845	0.7913	0.8241	0.7667
0.0001	470.0	21150	0.0851	0.7931	0.8259	0.7685
0.0001	471.0	21195	0.0853	0.7947	0.8278	0.7699
0.0001	472.0	21240	0.0849	0.7910	0.8241	0.7662
0.0001	473.0	21285	0.0846	0.8003	0.8333	0.7755
0.0001	474.0	21330	0.0849	0.7966	0.8296	0.7718
0.0001	475.0	21375	0.0851	0.7966	0.8296	0.7718
0.0001	476.0	21420	0.0851	0.7950	0.8278	0.7704
0.0001	477.0	21465	0.0849	0.7950	0.8278	0.7704
0.0001	478.0	21510	0.0846	0.7950	0.8278	0.7704
0.0001	479.0	21555	0.0852	0.7931	0.8259	0.7685
0.0001	480.0	21600	0.0854	0.7968	0.8296	0.7722
0.0001	481.0	21645	0.0851	0.7894	0.8222	0.7648
0.0001	482.0	21690	0.0848	0.7929	0.8259	0.7681
0.0001	483.0	21735	0.0857	0.7947	0.8278	0.7699
0.0001	484.0	21780	0.0863	0.7966	0.8296	0.7718
0.0001	485.0	21825	0.0862	0.7947	0.8278	0.7699
0.0001	486.0	21870	0.0862	0.7966	0.8296	0.7718
0.0001	487.0	21915	0.0860	0.7950	0.8278	0.7704
0.0001	488.0	21960	0.0867	0.7931	0.8259	0.7685
0.0001	489.0	22005	0.0867	0.7929	0.8259	0.7681
0.0001	490.0	22050	0.0866	0.7913	0.8241	0.7667
0.0001	491.0	22095	0.0868	0.7931	0.8259	0.7685
0.0001	492.0	22140	0.0867	0.7950	0.8278	0.7704
0.0001	493.0	22185	0.0865	0.7913	0.8241	0.7667
0.0001	494.0	22230	0.0864	0.7966	0.8296	0.7718
0.0001	495.0	22275	0.0858	0.7984	0.8315	0.7736
0.0001	496.0	22320	0.0858	0.7968	0.8296	0.7722
0.0001	497.0	22365	0.0864	0.8003	0.8333	0.7755
0.0001	498.0	22410	0.0866	0.7984	0.8315	0.7736
0.0001	499.0	22455	0.0867	0.7966	0.8296	0.7718
0.0001	500.0	22500	0.0857	0.7984	0.8315	0.7736
0.0002	501.0	22545	0.0894	0.7918	0.8241	0.7676
0.0005	502.0	22590	0.0862	0.7870	0.8204	0.7620
0.0049	503.0	22635	0.0874	0.7630	0.7944	0.7394
0.0034	504.0	22680	0.0856	0.7820	0.8148	0.7574
0.0015	505.0	22725	0.0834	0.7907	0.8241	0.7657
0.0006	506.0	22770	0.0815	0.7963	0.8296	0.7713
0.0003	507.0	22815	0.0826	0.7926	0.8259	0.7676
0.0003	508.0	22860	0.0855	0.7907	0.8241	0.7657
0.0002	509.0	22905	0.0856	0.7905	0.8241	0.7653
0.0002	510.0	22950	0.0860	0.7979	0.8315	0.7727
0.0002	511.0	22995	0.0861	0.7942	0.8278	0.7690
0.0002	512.0	23040	0.0860	0.7979	0.8315	0.7727
0.0007	513.0	23085	0.0850	0.7910	0.8241	0.7662
0.0002	514.0	23130	0.0850	0.7968	0.8296	0.7722
0.0001	515.0	23175	0.0871	0.7915	0.8241	0.7671
0.0002	516.0	23220	0.0868	0.7915	0.8241	0.7671
0.0001	517.0	23265	0.0872	0.7934	0.8259	0.7690
0.0002	518.0	23310	0.0875	0.7952	0.8278	0.7708
0.0001	519.0	23355	0.0876	0.7989	0.8315	0.7745
0.0001	520.0	23400	0.0870	0.7934	0.8259	0.7690
0.0001	521.0	23445	0.0874	0.7934	0.8259	0.7690
0.0001	522.0	23490	0.0873	0.7897	0.8222	0.7653
0.0001	523.0	23535	0.0878	0.7915	0.8241	0.7671
0.0001	524.0	23580	0.0875	0.7952	0.8278	0.7708
0.0001	525.0	23625	0.0874	0.7952	0.8278	0.7708
0.0001	526.0	23670	0.0876	0.7952	0.8278	0.7708
0.0001	527.0	23715	0.0879	0.7952	0.8278	0.7708
0.0002	528.0	23760	0.0895	0.7934	0.8259	0.7690
0.0002	529.0	23805	0.0889	0.7897	0.8222	0.7653
0.0001	530.0	23850	0.0896	0.7915	0.8241	0.7671
0.0001	531.0	23895	0.0893	0.7952	0.8278	0.7708
0.0003	532.0	23940	0.0889	0.7934	0.8259	0.7690
0.0002	533.0	23985	0.0889	0.7955	0.8278	0.7713
0.0003	534.0	24030	0.0890	0.7841	0.8167	0.7597
0.0004	535.0	24075	0.0890	0.7876	0.8204	0.7630
0.0021	536.0	24120	0.0893	0.7894	0.8222	0.7648
0.0004	537.0	24165	0.0885	0.7854	0.8185	0.7606
0.0002	538.0	24210	0.0903	0.7839	0.8167	0.7593
0.0002	539.0	24255	0.0897	0.7836	0.8167	0.7588
0.0002	540.0	24300	0.0922	0.7894	0.8222	0.7648
0.0001	541.0	24345	0.0897	0.7894	0.8222	0.7648
0.0001	542.0	24390	0.0905	0.7966	0.8296	0.7718
0.0001	543.0	24435	0.0901	0.7947	0.8278	0.7699
0.0001	544.0	24480	0.0899	0.7929	0.8259	0.7681
0.0001	545.0	24525	0.0899	0.7892	0.8222	0.7644
0.0001	546.0	24570	0.0898	0.7929	0.8259	0.7681
0.0001	547.0	24615	0.0901	0.7944	0.8278	0.7694
0.0001	548.0	24660	0.0900	0.7857	0.8185	0.7611
0.0001	549.0	24705	0.0900	0.7876	0.8204	0.7630
0.0004	550.0	24750	0.0897	0.7894	0.8222	0.7648
0.0033	551.0	24795	0.0883	0.7963	0.8296	0.7713
0.0002	552.0	24840	0.0889	0.7889	0.8222	0.7639
0.0003	553.0	24885	0.0853	0.8003	0.8333	0.7755
0.0013	554.0	24930	0.0871	0.7950	0.8278	0.7704
0.0003	555.0	24975	0.0845	0.7966	0.8296	0.7718
0.0004	556.0	25020	0.0931	0.7841	0.8167	0.7597
0.0003	557.0	25065	0.0858	0.7929	0.8259	0.7681
0.0006	558.0	25110	0.0817	0.8037	0.8370	0.7787
0.0003	559.0	25155	0.0847	0.8016	0.8352	0.7764
0.0002	560.0	25200	0.0850	0.7997	0.8333	0.7745
0.0001	561.0	25245	0.0851	0.7979	0.8315	0.7727
0.0001	562.0	25290	0.0855	0.7997	0.8333	0.7745
0.0001	563.0	25335	0.0852	0.8016	0.8352	0.7764
0.0001	564.0	25380	0.0856	0.7979	0.8315	0.7727
0.0001	565.0	25425	0.0861	0.7963	0.8296	0.7713
0.0001	566.0	25470	0.0864	0.7910	0.8241	0.7662
0.0001	567.0	25515	0.0867	0.7960	0.8296	0.7708
0.0001	568.0	25560	0.0870	0.7997	0.8333	0.7745
0.0001	569.0	25605	0.0867	0.7963	0.8296	0.7713
0.0001	570.0	25650	0.0867	0.8016	0.8352	0.7764
0.0001	571.0	25695	0.0870	0.7997	0.8333	0.7745
0.0002	572.0	25740	0.0880	0.7931	0.8259	0.7685
0.0001	573.0	25785	0.0880	0.7910	0.8241	0.7662
0.0001	574.0	25830	0.0890	0.7894	0.8222	0.7648
0.0001	575.0	25875	0.0890	0.7892	0.8222	0.7644
0.0001	576.0	25920	0.0887	0.7947	0.8278	0.7699
0.0002	577.0	25965	0.0885	0.7873	0.8204	0.7625
0.0031	578.0	26010	0.0824	0.7979	0.8315	0.7727
0.0002	579.0	26055	0.0855	0.7960	0.8296	0.7708
0.0005	580.0	26100	0.0849	0.7963	0.8296	0.7713
0.0001	581.0	26145	0.0852	0.7926	0.8259	0.7676
0.0001	582.0	26190	0.0855	0.7942	0.8278	0.7690
0.0001	583.0	26235	0.0861	0.7942	0.8278	0.7690
0.0001	584.0	26280	0.0859	0.7976	0.8315	0.7722
0.0001	585.0	26325	0.0860	0.7960	0.8296	0.7708
0.0001	586.0	26370	0.0861	0.7960	0.8296	0.7708
0.0001	587.0	26415	0.0861	0.7960	0.8296	0.7708
0.0001	588.0	26460	0.0863	0.7963	0.8296	0.7713
0.0001	589.0	26505	0.0864	0.7979	0.8315	0.7727
0.0001	590.0	26550	0.0867	0.7995	0.8333	0.7741
0.0001	591.0	26595	0.0869	0.7976	0.8315	0.7722
0.0001	592.0	26640	0.0867	0.8013	0.8352	0.7759
0.0001	593.0	26685	0.0867	0.7995	0.8333	0.7741
0.0001	594.0	26730	0.0868	0.7976	0.8315	0.7722
0.0001	595.0	26775	0.0869	0.7976	0.8315	0.7722
0.0001	596.0	26820	0.0871	0.7960	0.8296	0.7708
0.0001	597.0	26865	0.0872	0.7979	0.8315	0.7727
0.0001	598.0	26910	0.0870	0.7960	0.8296	0.7708
0.0001	599.0	26955	0.0872	0.7976	0.8315	0.7722
0.0004	600.0	27000	0.0898	0.7894	0.8222	0.7648
0.0003	601.0	27045	0.0921	0.7860	0.8185	0.7616
0.0003	602.0	27090	0.0882	0.7757	0.8074	0.7519
0.0003	603.0	27135	0.0899	0.7788	0.8111	0.7546
0.0001	604.0	27180	0.0889	0.7857	0.8185	0.7611
0.0002	605.0	27225	0.0895	0.7876	0.8204	0.7630
0.0001	606.0	27270	0.0893	0.7841	0.8167	0.7597
0.0001	607.0	27315	0.0901	0.7860	0.8185	0.7616
0.0001	608.0	27360	0.0902	0.7878	0.8204	0.7634
0.0001	609.0	27405	0.0903	0.7944	0.8278	0.7694
0.0001	610.0	27450	0.0902	0.7910	0.8241	0.7662
0.0001	611.0	27495	0.0903	0.7929	0.8259	0.7681
0.0001	612.0	27540	0.0904	0.7947	0.8278	0.7699
0.0001	613.0	27585	0.0904	0.7944	0.8278	0.7694
0.0001	614.0	27630	0.0904	0.7929	0.8259	0.7681
0.0001	615.0	27675	0.0905	0.7929	0.8259	0.7681
0.0001	616.0	27720	0.0904	0.7929	0.8259	0.7681
0.0001	617.0	27765	0.0906	0.7910	0.8241	0.7662
0.0001	618.0	27810	0.0911	0.7926	0.8259	0.7676
0.0001	619.0	27855	0.0911	0.7926	0.8259	0.7676
0.0001	620.0	27900	0.0908	0.7910	0.8241	0.7662
0.0001	621.0	27945	0.0910	0.7913	0.8241	0.7667
0.0001	622.0	27990	0.0908	0.7947	0.8278	0.7699
0.0001	623.0	28035	0.0909	0.7929	0.8259	0.7681
0.0001	624.0	28080	0.0911	0.7947	0.8278	0.7699
0.0001	625.0	28125	0.0911	0.7929	0.8259	0.7681
0.0001	626.0	28170	0.0910	0.7929	0.8259	0.7681
0.0001	627.0	28215	0.0911	0.7929	0.8259	0.7681
0.0001	628.0	28260	0.0910	0.7931	0.8259	0.7685
0.0001	629.0	28305	0.0910	0.7950	0.8278	0.7704
0.0001	630.0	28350	0.0911	0.7950	0.8278	0.7704
0.0001	631.0	28395	0.0912	0.7950	0.8278	0.7704
0.0001	632.0	28440	0.0912	0.7950	0.8278	0.7704
0.0001	633.0	28485	0.0910	0.7966	0.8296	0.7718
0.0001	634.0	28530	0.0911	0.7966	0.8296	0.7718
0.0007	635.0	28575	0.0910	0.7984	0.8315	0.7736
0.0006	636.0	28620	0.0920	0.7828	0.8148	0.7588
0.0006	637.0	28665	0.0886	0.7873	0.8204	0.7625
0.0001	638.0	28710	0.0917	0.7915	0.8241	0.7671
0.0002	639.0	28755	0.0886	0.7931	0.8259	0.7685
0.0002	640.0	28800	0.0889	0.7860	0.8185	0.7616
0.0001	641.0	28845	0.0910	0.7894	0.8222	0.7648
0.0001	642.0	28890	0.0902	0.7931	0.8259	0.7685
0.0001	643.0	28935	0.0904	0.7929	0.8259	0.7681
0.0008	644.0	28980	0.0938	0.7873	0.8204	0.7625
0.0001	645.0	29025	0.0935	0.7820	0.8148	0.7574
0.0001	646.0	29070	0.0938	0.7823	0.8148	0.7579
0.0001	647.0	29115	0.0939	0.7823	0.8148	0.7579
0.0001	648.0	29160	0.0941	0.7823	0.8148	0.7579
0.0001	649.0	29205	0.0940	0.7820	0.8148	0.7574
0.0001	650.0	29250	0.0939	0.7854	0.8185	0.7606
0.0001	651.0	29295	0.0927	0.7873	0.8204	0.7625
0.0001	652.0	29340	0.0929	0.7873	0.8204	0.7625
0.0001	653.0	29385	0.0928	0.7929	0.8259	0.7681
0.0001	654.0	29430	0.0930	0.7910	0.8241	0.7662
0.0001	655.0	29475	0.0929	0.7929	0.8259	0.7681
0.0001	656.0	29520	0.0928	0.7929	0.8259	0.7681
0.0001	657.0	29565	0.0928	0.7929	0.8259	0.7681
0.0001	658.0	29610	0.0916	0.7854	0.8185	0.7606
0.0001	659.0	29655	0.0916	0.7873	0.8204	0.7625
0.0001	660.0	29700	0.0916	0.7873	0.8204	0.7625
0.0001	661.0	29745	0.0920	0.7892	0.8222	0.7644
0.0001	662.0	29790	0.0921	0.7910	0.8241	0.7662
0.0001	663.0	29835	0.0923	0.7910	0.8241	0.7662
0.0001	664.0	29880	0.0923	0.7892	0.8222	0.7644
0.0001	665.0	29925	0.0922	0.7892	0.8222	0.7644
0.0001	666.0	29970	0.0926	0.7892	0.8222	0.7644
0.0001	667.0	30015	0.0925	0.7892	0.8222	0.7644
0.0001	668.0	30060	0.0927	0.7910	0.8241	0.7662
0.0001	669.0	30105	0.0928	0.7910	0.8241	0.7662
0.0001	670.0	30150	0.0924	0.7910	0.8241	0.7662
0.0001	671.0	30195	0.0924	0.7910	0.8241	0.7662
0.0001	672.0	30240	0.0926	0.7892	0.8222	0.7644
0.0001	673.0	30285	0.0926	0.7892	0.8222	0.7644
0.0001	674.0	30330	0.0926	0.7910	0.8241	0.7662
0.0001	675.0	30375	0.0921	0.7929	0.8259	0.7681
0.0001	676.0	30420	0.0923	0.7892	0.8222	0.7644
0.0001	677.0	30465	0.0925	0.7910	0.8241	0.7662
0.0001	678.0	30510	0.0930	0.7926	0.8259	0.7676
0.0001	679.0	30555	0.0905	0.7841	0.8167	0.7597
0.0001	680.0	30600	0.0919	0.7823	0.8148	0.7579
0.0001	681.0	30645	0.0913	0.7876	0.8204	0.7630
0.0001	682.0	30690	0.0909	0.7857	0.8185	0.7611
0.0001	683.0	30735	0.0909	0.7857	0.8185	0.7611
0.0001	684.0	30780	0.0906	0.7876	0.8204	0.7630
0.0001	685.0	30825	0.0906	0.7913	0.8241	0.7667
0.0001	686.0	30870	0.0908	0.7894	0.8222	0.7648
0.0001	687.0	30915	0.0909	0.7894	0.8222	0.7648
0.0001	688.0	30960	0.0911	0.7894	0.8222	0.7648
0.0001	689.0	31005	0.0912	0.7894	0.8222	0.7648
0.0001	690.0	31050	0.0911	0.7913	0.8241	0.7667
0.0001	691.0	31095	0.0909	0.7913	0.8241	0.7667
0.0001	692.0	31140	0.0911	0.7894	0.8222	0.7648
0.0001	693.0	31185	0.0911	0.7894	0.8222	0.7648
0.0001	694.0	31230	0.0910	0.7894	0.8222	0.7648
0.0001	695.0	31275	0.0911	0.7894	0.8222	0.7648
0.0001	696.0	31320	0.0907	0.7950	0.8278	0.7704
0.0001	697.0	31365	0.0908	0.7931	0.8259	0.7685
0.0001	698.0	31410	0.0910	0.7913	0.8241	0.7667
0.0001	699.0	31455	0.0909	0.7929	0.8259	0.7681
0.0001	700.0	31500	0.0910	0.7913	0.8241	0.7667
0.0001	701.0	31545	0.0913	0.7913	0.8241	0.7667
0.0001	702.0	31590	0.0912	0.7913	0.8241	0.7667
0.0001	703.0	31635	0.0916	0.7929	0.8259	0.7681
0.0001	704.0	31680	0.0911	0.7947	0.8278	0.7699
0.0001	705.0	31725	0.0910	0.7947	0.8278	0.7699
0.0001	706.0	31770	0.0911	0.7913	0.8241	0.7667
0.0001	707.0	31815	0.0914	0.7913	0.8241	0.7667
0.0001	708.0	31860	0.0913	0.7913	0.8241	0.7667
0.0001	709.0	31905	0.0913	0.7913	0.8241	0.7667
0.0001	710.0	31950	0.0914	0.7913	0.8241	0.7667
0.0001	711.0	31995	0.0915	0.7913	0.8241	0.7667
0.0001	712.0	32040	0.0917	0.7913	0.8241	0.7667
0.0001	713.0	32085	0.0917	0.7931	0.8259	0.7685
0.0001	714.0	32130	0.0915	0.7913	0.8241	0.7667
0.0001	715.0	32175	0.0913	0.7931	0.8259	0.7685
0.0001	716.0	32220	0.0916	0.7931	0.8259	0.7685
0.0001	717.0	32265	0.0913	0.7950	0.8278	0.7704
0.0001	718.0	32310	0.0912	0.7931	0.8259	0.7685
0.0001	719.0	32355	0.0917	0.7950	0.8278	0.7704
0.0	720.0	32400	0.0918	0.7968	0.8296	0.7722
0.0001	721.0	32445	0.0915	0.7968	0.8296	0.7722
0.0	722.0	32490	0.0916	0.7968	0.8296	0.7722
0.0	723.0	32535	0.0915	0.7968	0.8296	0.7722
0.0001	724.0	32580	0.0917	0.7950	0.8278	0.7704
0.0001	725.0	32625	0.0918	0.7950	0.8278	0.7704
0.0001	726.0	32670	0.0917	0.7931	0.8259	0.7685
0.0	727.0	32715	0.0918	0.7968	0.8296	0.7722
0.0001	728.0	32760	0.0919	0.7968	0.8296	0.7722
0.0	729.0	32805	0.0917	0.7950	0.8278	0.7704
0.0001	730.0	32850	0.0919	0.7950	0.8278	0.7704
0.0	731.0	32895	0.0922	0.7950	0.8278	0.7704
0.0001	732.0	32940	0.0920	0.7968	0.8296	0.7722
0.0	733.0	32985	0.0923	0.7950	0.8278	0.7704
0.0	734.0	33030	0.0921	0.7968	0.8296	0.7722
0.0	735.0	33075	0.0920	0.7968	0.8296	0.7722
0.0	736.0	33120	0.0923	0.7950	0.8278	0.7704
0.0	737.0	33165	0.0925	0.7950	0.8278	0.7704
0.0001	738.0	33210	0.0925	0.7950	0.8278	0.7704
0.0	739.0	33255	0.0925	0.7950	0.8278	0.7704
0.0	740.0	33300	0.0925	0.7968	0.8296	0.7722
0.0	741.0	33345	0.0924	0.7950	0.8278	0.7704
0.0	742.0	33390	0.0926	0.7950	0.8278	0.7704
0.0	743.0	33435	0.0930	0.7950	0.8278	0.7704
0.0	744.0	33480	0.0933	0.7968	0.8296	0.7722
0.0	745.0	33525	0.0932	0.7950	0.8278	0.7704
0.0013	746.0	33570	0.0914	0.7878	0.8204	0.7634
0.0003	747.0	33615	0.0915	0.7873	0.8204	0.7625
0.0002	748.0	33660	0.0918	0.7878	0.8204	0.7634
0.0001	749.0	33705	0.0933	0.7876	0.8204	0.7630
0.0001	750.0	33750	0.0926	0.7857	0.8185	0.7611
0.0001	751.0	33795	0.0931	0.7876	0.8204	0.7630
0.0001	752.0	33840	0.0935	0.7873	0.8204	0.7625
0.0001	753.0	33885	0.0938	0.7873	0.8204	0.7625
0.0	754.0	33930	0.0937	0.7892	0.8222	0.7644
0.0001	755.0	33975	0.0937	0.7910	0.8241	0.7662
0.0001	756.0	34020	0.0937	0.7910	0.8241	0.7662
0.0	757.0	34065	0.0937	0.7910	0.8241	0.7662
0.0	758.0	34110	0.0939	0.7910	0.8241	0.7662
0.0001	759.0	34155	0.0940	0.7910	0.8241	0.7662
0.0	760.0	34200	0.0941	0.7910	0.8241	0.7662
0.0	761.0	34245	0.0941	0.7910	0.8241	0.7662
0.0	762.0	34290	0.0944	0.7910	0.8241	0.7662
0.0	763.0	34335	0.0944	0.7910	0.8241	0.7662
0.0011	764.0	34380	0.0949	0.7915	0.8241	0.7671
0.0001	765.0	34425	0.0933	0.7878	0.8204	0.7634
0.0	766.0	34470	0.0943	0.7881	0.8204	0.7639
0.0	767.0	34515	0.0943	0.7897	0.8222	0.7653
0.0	768.0	34560	0.0942	0.7899	0.8222	0.7657
0.0	769.0	34605	0.0950	0.7950	0.8278	0.7704
0.0	770.0	34650	0.0919	0.7926	0.8259	0.7676
0.0003	771.0	34695	0.0922	0.7897	0.8222	0.7653
0.0001	772.0	34740	0.0937	0.7915	0.8241	0.7671
0.0	773.0	34785	0.0934	0.7931	0.8259	0.7685
0.0	774.0	34830	0.0937	0.7929	0.8259	0.7681
0.0	775.0	34875	0.0936	0.7944	0.8278	0.7694
0.0	776.0	34920	0.0935	0.7944	0.8278	0.7694
0.0	777.0	34965	0.0937	0.7944	0.8278	0.7694
0.0	778.0	35010	0.0939	0.7944	0.8278	0.7694
0.0	779.0	35055	0.0939	0.7944	0.8278	0.7694
0.0	780.0	35100	0.0940	0.7944	0.8278	0.7694
0.0	781.0	35145	0.0942	0.7944	0.8278	0.7694
0.0	782.0	35190	0.0943	0.7926	0.8259	0.7676
0.0	783.0	35235	0.0941	0.7926	0.8259	0.7676
0.0	784.0	35280	0.0940	0.7944	0.8278	0.7694
0.0	785.0	35325	0.0941	0.7944	0.8278	0.7694
0.0	786.0	35370	0.0941	0.7944	0.8278	0.7694
0.0	787.0	35415	0.0944	0.7944	0.8278	0.7694
0.0	788.0	35460	0.0944	0.7944	0.8278	0.7694
0.0	789.0	35505	0.0945	0.7926	0.8259	0.7676
0.0	790.0	35550	0.0944	0.7907	0.8241	0.7657
0.0	791.0	35595	0.0945	0.7926	0.8259	0.7676
0.0	792.0	35640	0.0942	0.7926	0.8259	0.7676
0.0	793.0	35685	0.0939	0.7907	0.8241	0.7657
0.0	794.0	35730	0.0941	0.7926	0.8259	0.7676
0.0	795.0	35775	0.0943	0.7910	0.8241	0.7662
0.0	796.0	35820	0.0944	0.7910	0.8241	0.7662
0.0	797.0	35865	0.0942	0.7926	0.8259	0.7676
0.0	798.0	35910	0.0943	0.7926	0.8259	0.7676
0.0	799.0	35955	0.0945	0.7944	0.8278	0.7694
0.0	800.0	36000	0.0945	0.7910	0.8241	0.7662
0.0	801.0	36045	0.0945	0.7910	0.8241	0.7662
0.0	802.0	36090	0.0945	0.7910	0.8241	0.7662
0.0	803.0	36135	0.0946	0.7910	0.8241	0.7662
0.0	804.0	36180	0.0949	0.7910	0.8241	0.7662
0.0	805.0	36225	0.0944	0.7944	0.8278	0.7694
0.0	806.0	36270	0.0944	0.7929	0.8259	0.7681
0.0	807.0	36315	0.0948	0.7966	0.8296	0.7718
0.0	808.0	36360	0.0949	0.7929	0.8259	0.7681
0.0	809.0	36405	0.0945	0.7910	0.8241	0.7662
0.0	810.0	36450	0.0944	0.7910	0.8241	0.7662
0.0	811.0	36495	0.0947	0.7910	0.8241	0.7662
0.0	812.0	36540	0.0945	0.7910	0.8241	0.7662
0.0	813.0	36585	0.0947	0.7929	0.8259	0.7681
0.0	814.0	36630	0.0950	0.7929	0.8259	0.7681
0.0	815.0	36675	0.0947	0.7947	0.8278	0.7699
0.0	816.0	36720	0.0949	0.7929	0.8259	0.7681
0.0	817.0	36765	0.0949	0.7929	0.8259	0.7681
0.0	818.0	36810	0.0941	0.7931	0.8259	0.7685
0.0	819.0	36855	0.0946	0.7894	0.8222	0.7648
0.0	820.0	36900	0.0945	0.7926	0.8259	0.7676
0.0	821.0	36945	0.0950	0.7910	0.8241	0.7662
0.0	822.0	36990	0.0951	0.7944	0.8278	0.7694
0.0	823.0	37035	0.0952	0.7926	0.8259	0.7676
0.0	824.0	37080	0.0953	0.7926	0.8259	0.7676
0.0	825.0	37125	0.0952	0.7944	0.8278	0.7694
0.0	826.0	37170	0.0953	0.7926	0.8259	0.7676
0.0	827.0	37215	0.0951	0.7944	0.8278	0.7694
0.0	828.0	37260	0.0952	0.7944	0.8278	0.7694
0.0	829.0	37305	0.0953	0.7963	0.8296	0.7713
0.0	830.0	37350	0.0957	0.7963	0.8296	0.7713
0.0	831.0	37395	0.0957	0.7963	0.8296	0.7713
0.0	832.0	37440	0.0958	0.7926	0.8259	0.7676
0.0	833.0	37485	0.0959	0.7944	0.8278	0.7694
0.0	834.0	37530	0.0962	0.7944	0.8278	0.7694
0.0	835.0	37575	0.0963	0.7963	0.8296	0.7713
0.0	836.0	37620	0.0959	0.7910	0.8241	0.7662
0.0	837.0	37665	0.0959	0.7929	0.8259	0.7681
0.0	838.0	37710	0.0961	0.7910	0.8241	0.7662
0.0	839.0	37755	0.0959	0.7910	0.8241	0.7662
0.0	840.0	37800	0.0957	0.7910	0.8241	0.7662
0.0	841.0	37845	0.0955	0.7929	0.8259	0.7681
0.0	842.0	37890	0.0949	0.7947	0.8278	0.7699
0.0001	843.0	37935	0.0965	0.7847	0.8167	0.7606
0.0	844.0	37980	0.0956	0.7931	0.8259	0.7685
0.0001	845.0	38025	0.0975	0.7844	0.8167	0.7602
0.0	846.0	38070	0.0941	0.7952	0.8278	0.7708
0.0	847.0	38115	0.0937	0.7897	0.8222	0.7653
0.0	848.0	38160	0.0938	0.7918	0.8241	0.7676
0.0	849.0	38205	0.0941	0.7918	0.8241	0.7676
0.0	850.0	38250	0.0944	0.7918	0.8241	0.7676
0.0	851.0	38295	0.0945	0.7934	0.8259	0.7690
0.0	852.0	38340	0.0946	0.7937	0.8259	0.7694
0.0	853.0	38385	0.0947	0.7918	0.8241	0.7676
0.0	854.0	38430	0.0948	0.7937	0.8259	0.7694
0.0	855.0	38475	0.0951	0.7955	0.8278	0.7713
0.0	856.0	38520	0.0951	0.7881	0.8204	0.7639
0.0	857.0	38565	0.0951	0.7881	0.8204	0.7639
0.0	858.0	38610	0.0952	0.7899	0.8222	0.7657
0.0	859.0	38655	0.0952	0.7899	0.8222	0.7657
0.0	860.0	38700	0.0953	0.7881	0.8204	0.7639
0.0	861.0	38745	0.0951	0.7881	0.8204	0.7639
0.0	862.0	38790	0.0951	0.7899	0.8222	0.7657
0.0	863.0	38835	0.0955	0.7899	0.8222	0.7657
0.0	864.0	38880	0.0956	0.7934	0.8259	0.7690
0.0	865.0	38925	0.0958	0.7934	0.8259	0.7690
0.0	866.0	38970	0.0957	0.7881	0.8204	0.7639
0.0	867.0	39015	0.0956	0.7881	0.8204	0.7639
0.0	868.0	39060	0.0956	0.7899	0.8222	0.7657
0.0	869.0	39105	0.0958	0.7918	0.8241	0.7676
0.0	870.0	39150	0.0959	0.7918	0.8241	0.7676
0.0	871.0	39195	0.0962	0.7918	0.8241	0.7676
0.0	872.0	39240	0.0962	0.7918	0.8241	0.7676
0.0	873.0	39285	0.0959	0.7937	0.8259	0.7694
0.0	874.0	39330	0.0959	0.7918	0.8241	0.7676
0.0	875.0	39375	0.0961	0.7918	0.8241	0.7676
0.0	876.0	39420	0.0964	0.7918	0.8241	0.7676
0.0	877.0	39465	0.0961	0.7918	0.8241	0.7676
0.0	878.0	39510	0.0964	0.7918	0.8241	0.7676
0.0	879.0	39555	0.0968	0.7918	0.8241	0.7676
0.0	880.0	39600	0.0971	0.7899	0.8222	0.7657
0.0	881.0	39645	0.0970	0.7937	0.8259	0.7694
0.0	882.0	39690	0.0969	0.7921	0.8241	0.7681
0.0	883.0	39735	0.0967	0.7918	0.8241	0.7676
0.0	884.0	39780	0.0960	0.7884	0.8204	0.7644
0.0	885.0	39825	0.0960	0.7902	0.8222	0.7662
0.0	886.0	39870	0.0959	0.7937	0.8259	0.7694
0.0	887.0	39915	0.0961	0.7968	0.8296	0.7722
0.0	888.0	39960	0.0964	0.7971	0.8296	0.7727
0.0	889.0	40005	0.0964	0.7952	0.8278	0.7708
0.0	890.0	40050	0.0963	0.7987	0.8315	0.7741
0.0	891.0	40095	0.0964	0.7971	0.8296	0.7727
0.0	892.0	40140	0.0963	0.7955	0.8278	0.7713
0.0	893.0	40185	0.0964	0.7955	0.8278	0.7713
0.0	894.0	40230	0.0966	0.7937	0.8259	0.7694
0.0	895.0	40275	0.0965	0.7937	0.8259	0.7694
0.0	896.0	40320	0.0968	0.7955	0.8278	0.7713
0.0	897.0	40365	0.0968	0.7937	0.8259	0.7694
0.0	898.0	40410	0.0967	0.7937	0.8259	0.7694
0.0	899.0	40455	0.0968	0.7955	0.8278	0.7713
0.0	900.0	40500	0.0971	0.7955	0.8278	0.7713
0.0	901.0	40545	0.0962	0.7955	0.8278	0.7713
0.0	902.0	40590	0.0963	0.7955	0.8278	0.7713
0.0	903.0	40635	0.0964	0.7955	0.8278	0.7713
0.0	904.0	40680	0.0965	0.7939	0.8259	0.7699
0.0	905.0	40725	0.0966	0.7939	0.8259	0.7699
0.0	906.0	40770	0.0964	0.7955	0.8278	0.7713
0.0	907.0	40815	0.0965	0.7939	0.8259	0.7699
0.0	908.0	40860	0.0964	0.7937	0.8259	0.7694
0.0	909.0	40905	0.0965	0.7937	0.8259	0.7694
0.0	910.0	40950	0.0963	0.7952	0.8278	0.7708
0.0	911.0	40995	0.0961	0.7918	0.8241	0.7676
0.0	912.0	41040	0.0963	0.7902	0.8222	0.7662
0.0	913.0	41085	0.0965	0.7921	0.8241	0.7681
0.0	914.0	41130	0.0965	0.7974	0.8296	0.7731
0.0	915.0	41175	0.0967	0.7937	0.8259	0.7694
0.0	916.0	41220	0.0966	0.7937	0.8259	0.7694
0.0	917.0	41265	0.0968	0.7921	0.8241	0.7681
0.0	918.0	41310	0.0969	0.7921	0.8241	0.7681
0.0	919.0	41355	0.0968	0.7937	0.8259	0.7694
0.0	920.0	41400	0.0967	0.7955	0.8278	0.7713
0.0	921.0	41445	0.0968	0.7955	0.8278	0.7713
0.0	922.0	41490	0.0968	0.7955	0.8278	0.7713
0.0	923.0	41535	0.0970	0.7955	0.8278	0.7713
0.0	924.0	41580	0.0965	0.7955	0.8278	0.7713
0.0	925.0	41625	0.0967	0.7937	0.8259	0.7694
0.0	926.0	41670	0.0968	0.7918	0.8241	0.7676
0.0	927.0	41715	0.0970	0.7921	0.8241	0.7681
0.0	928.0	41760	0.0968	0.7902	0.8222	0.7662
0.0	929.0	41805	0.0968	0.7902	0.8222	0.7662
0.0	930.0	41850	0.0965	0.7952	0.8278	0.7708
0.0	931.0	41895	0.0967	0.7902	0.8222	0.7662
0.0	932.0	41940	0.0965	0.7952	0.8278	0.7708
0.0	933.0	41985	0.0965	0.7918	0.8241	0.7676
0.0	934.0	42030	0.0966	0.7958	0.8278	0.7718
0.0	935.0	42075	0.0964	0.7976	0.8296	0.7736
0.0	936.0	42120	0.0967	0.7976	0.8296	0.7736
0.0	937.0	42165	0.0967	0.7992	0.8315	0.775
0.0	938.0	42210	0.0969	0.8008	0.8333	0.7764
0.0	939.0	42255	0.0972	0.7974	0.8296	0.7731
0.0	940.0	42300	0.0974	0.7992	0.8315	0.775
0.0	941.0	42345	0.0970	0.8005	0.8333	0.7759
0.0	942.0	42390	0.0973	0.7955	0.8278	0.7713
0.0	943.0	42435	0.0975	0.7989	0.8315	0.7745
0.0	944.0	42480	0.0976	0.7971	0.8296	0.7727
0.0	945.0	42525	0.0979	0.7955	0.8278	0.7713
0.0	946.0	42570	0.0980	0.7918	0.8241	0.7676
0.0	947.0	42615	0.0979	0.7921	0.8241	0.7681
0.0	948.0	42660	0.0977	0.7955	0.8278	0.7713
0.0	949.0	42705	0.0977	0.7937	0.8259	0.7694
0.0	950.0	42750	0.0977	0.7952	0.8278	0.7708
0.0	951.0	42795	0.0976	0.7921	0.8241	0.7681
0.0	952.0	42840	0.0974	0.7937	0.8259	0.7694
0.0	953.0	42885	0.0975	0.7937	0.8259	0.7694
0.0	954.0	42930	0.0976	0.7939	0.8259	0.7699
0.0	955.0	42975	0.0976	0.7971	0.8296	0.7727
0.0	956.0	43020	0.0976	0.7971	0.8296	0.7727
0.0	957.0	43065	0.0976	0.7971	0.8296	0.7727
0.0	958.0	43110	0.0976	0.7918	0.8241	0.7676
0.0	959.0	43155	0.0976	0.7918	0.8241	0.7676
0.0	960.0	43200	0.0975	0.7918	0.8241	0.7676
0.0	961.0	43245	0.0974	0.7937	0.8259	0.7694
0.0	962.0	43290	0.0975	0.7937	0.8259	0.7694
0.0	963.0	43335	0.0976	0.7937	0.8259	0.7694
0.0	964.0	43380	0.0977	0.7918	0.8241	0.7676
0.0	965.0	43425	0.0977	0.7937	0.8259	0.7694
0.0	966.0	43470	0.0975	0.7955	0.8278	0.7713
0.0	967.0	43515	0.0974	0.7955	0.8278	0.7713
0.0	968.0	43560	0.0974	0.7955	0.8278	0.7713
0.0	969.0	43605	0.0974	0.7955	0.8278	0.7713
0.0	970.0	43650	0.0974	0.7955	0.8278	0.7713
0.0	971.0	43695	0.0976	0.7955	0.8278	0.7713
0.0	972.0	43740	0.0975	0.7971	0.8296	0.7727
0.0	973.0	43785	0.0975	0.7971	0.8296	0.7727
0.0	974.0	43830	0.0975	0.7952	0.8278	0.7708
0.0	975.0	43875	0.0975	0.7952	0.8278	0.7708
0.0	976.0	43920	0.0975	0.7989	0.8315	0.7745
0.0	977.0	43965	0.0975	0.7971	0.8296	0.7727
0.0	978.0	44010	0.0975	0.7989	0.8315	0.7745
0.0	979.0	44055	0.0975	0.7971	0.8296	0.7727
0.0	980.0	44100	0.0977	0.7971	0.8296	0.7727
0.0	981.0	44145	0.0977	0.7971	0.8296	0.7727
0.0	982.0	44190	0.0976	0.7952	0.8278	0.7708
0.0	983.0	44235	0.0975	0.7934	0.8259	0.7690
0.0	984.0	44280	0.0975	0.7955	0.8278	0.7713
0.0	985.0	44325	0.0975	0.7937	0.8259	0.7694
0.0	986.0	44370	0.0976	0.7918	0.8241	0.7676
0.0	987.0	44415	0.0976	0.7918	0.8241	0.7676
0.0	988.0	44460	0.0975	0.7918	0.8241	0.7676
0.0	989.0	44505	0.0975	0.7934	0.8259	0.7690
0.0	990.0	44550	0.0976	0.7918	0.8241	0.7676
0.0	991.0	44595	0.0976	0.7918	0.8241	0.7676
0.0	992.0	44640	0.0976	0.7918	0.8241	0.7676
0.0	993.0	44685	0.0976	0.7918	0.8241	0.7676
0.0	994.0	44730	0.0975	0.7918	0.8241	0.7676
0.0	995.0	44775	0.0976	0.7934	0.8259	0.7690
0.0	996.0	44820	0.0976	0.7934	0.8259	0.7690
0.0	997.0	44865	0.0976	0.7934	0.8259	0.7690
0.0	998.0	44910	0.0976	0.7952	0.8278	0.7708
0.0	999.0	44955	0.0976	0.7952	0.8278	0.7708
0.0	1000.0	45000	0.0976	0.7952	0.8278	0.7708

Framework versions

• Transformers 4.51.0.dev0
• Pytorch 2.5.1+cu121
• Datasets 3.4.1
• Tokenizers 0.21.0