jhoppanne/Image-Emotion-Classification

result

This model is a fine-tuned version of google/vit-base-patch16-224-in21k on the imagefolder dataset. It achieves the following results on the evaluation set:

• Loss: 1.9220
• Accuracy: 0.525

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: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 1800

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	20	1.9359	0.3312
No log	2.0	40	1.7000	0.3438
No log	3.0	60	1.5615	0.4437
No log	4.0	80	1.4823	0.3937
No log	5.0	100	1.4394	0.4562
No log	6.0	120	1.3742	0.4938
No log	7.0	140	1.3195	0.5188
No log	8.0	160	1.3895	0.4125
No log	9.0	180	1.3009	0.5375
No log	10.0	200	1.3884	0.4813
No log	11.0	220	1.3708	0.4625
No log	12.0	240	1.3129	0.4875
No log	13.0	260	1.3599	0.5188
No log	14.0	280	1.3418	0.4625
No log	15.0	300	1.3426	0.5062
No log	16.0	320	1.4914	0.475
No log	17.0	340	1.4268	0.4875
No log	18.0	360	1.4285	0.4938
No log	19.0	380	1.4039	0.5375
No log	20.0	400	1.3334	0.5563
No log	21.0	420	1.5743	0.4625
No log	22.0	440	1.4967	0.5062
No log	23.0	460	1.4737	0.4938
No log	24.0	480	1.5848	0.4562
0.7696	25.0	500	1.5294	0.4813
0.7696	26.0	520	1.4846	0.4813
0.7696	27.0	540	1.4071	0.5188
0.7696	28.0	560	1.5364	0.5062
0.7696	29.0	580	1.7020	0.45
0.7696	30.0	600	1.6267	0.5
0.7696	31.0	620	1.8693	0.4625
0.7696	32.0	640	1.7043	0.4813
0.7696	33.0	660	1.7366	0.4562
0.7696	34.0	680	1.6635	0.4688
0.7696	35.0	700	1.6388	0.5437
0.7696	36.0	720	1.6729	0.4875
0.7696	37.0	740	1.5353	0.5437
0.7696	38.0	760	1.7139	0.5
0.7696	39.0	780	1.7944	0.4688
0.7696	40.0	800	1.8076	0.4625
0.7696	41.0	820	1.8508	0.475
0.7696	42.0	840	1.8112	0.4813
0.7696	43.0	860	1.7823	0.5
0.7696	44.0	880	1.9165	0.4625
0.7696	45.0	900	1.8350	0.5
0.7696	46.0	920	1.6834	0.5312
0.7696	47.0	940	1.9291	0.475
0.7696	48.0	960	1.9390	0.45
0.7696	49.0	980	1.9414	0.4313
0.1996	50.0	1000	1.8156	0.5
0.1996	51.0	1020	1.8283	0.4688
0.1996	52.0	1040	1.6130	0.55
0.1996	53.0	1060	1.8624	0.4625
0.1996	54.0	1080	1.7426	0.5437
0.1996	55.0	1100	1.7911	0.5125
0.1996	56.0	1120	1.8840	0.5062
0.1996	57.0	1140	1.8300	0.5125
0.1996	58.0	1160	2.1787	0.3875
0.1996	59.0	1180	2.0125	0.4688
0.1996	60.0	1200	2.1014	0.4313
0.1996	61.0	1220	2.0338	0.4562
0.1996	62.0	1240	2.3885	0.3937
0.1996	63.0	1260	1.9733	0.4688
0.1996	64.0	1280	2.2972	0.45
0.1996	65.0	1300	2.2045	0.4688
0.1996	66.0	1320	2.1051	0.4813
0.1996	67.0	1340	1.9712	0.475
0.1996	68.0	1360	2.0072	0.4688
0.1996	69.0	1380	2.1358	0.4313
0.1996	70.0	1400	2.0465	0.4562
0.1996	71.0	1420	1.8430	0.5687
0.1996	72.0	1440	2.0037	0.5188
0.1996	73.0	1460	2.1324	0.4938
0.1996	74.0	1480	2.0878	0.4875
0.1317	75.0	1500	2.1830	0.4688
0.1317	76.0	1520	2.2916	0.4688
0.1317	77.0	1540	2.3076	0.4625
0.1317	78.0	1560	2.2020	0.5
0.1317	79.0	1580	2.2152	0.4625
0.1317	80.0	1600	2.2169	0.4688
0.1317	81.0	1620	2.3014	0.425
0.1317	82.0	1640	2.4095	0.4688
0.1317	83.0	1660	2.2151	0.4562
0.1317	84.0	1680	2.1781	0.5062
0.1317	85.0	1700	2.0625	0.5312
0.1317	86.0	1720	2.0749	0.4938
0.1317	87.0	1740	2.2508	0.4688
0.1317	88.0	1760	2.5440	0.4
0.1317	89.0	1780	2.1651	0.5
0.1317	90.0	1800	2.1597	0.5062
0.1317	91.0	1820	2.0789	0.5062
0.1317	92.0	1840	2.1269	0.5125
0.1317	93.0	1860	2.2718	0.5
0.1317	94.0	1880	2.3552	0.4375
0.1317	95.0	1900	2.2109	0.4688
0.1317	96.0	1920	2.1035	0.525
0.1317	97.0	1940	2.1731	0.5
0.1317	98.0	1960	2.1556	0.4938
0.1317	99.0	1980	2.4122	0.45
0.0977	100.0	2000	2.1347	0.4625
0.0977	101.0	2020	2.3425	0.475
0.0977	102.0	2040	2.0473	0.5312
0.0977	103.0	2060	2.3313	0.4688
0.0977	104.0	2080	2.3653	0.4313
0.0977	105.0	2100	2.2440	0.4875
0.0977	106.0	2120	2.2452	0.4688
0.0977	107.0	2140	2.4786	0.475
0.0977	108.0	2160	2.2852	0.4875
0.0977	109.0	2180	2.5703	0.4375
0.0977	110.0	2200	2.2940	0.4562
0.0977	111.0	2220	2.2425	0.4938
0.0977	112.0	2240	2.6132	0.425
0.0977	113.0	2260	2.3069	0.4938
0.0977	114.0	2280	2.5454	0.45
0.0977	115.0	2300	2.3490	0.45
0.0977	116.0	2320	2.1099	0.4938
0.0977	117.0	2340	2.4900	0.4625
0.0977	118.0	2360	2.3611	0.475
0.0977	119.0	2380	2.5728	0.45
0.0977	120.0	2400	2.2815	0.4938
0.0977	121.0	2420	2.1724	0.5188
0.0977	122.0	2440	2.2798	0.475
0.0977	123.0	2460	2.6191	0.425
0.0977	124.0	2480	2.2995	0.4938
0.0827	125.0	2500	2.2844	0.4875
0.0827	126.0	2520	2.0739	0.525
0.0827	127.0	2540	2.1881	0.4875
0.0827	128.0	2560	2.0005	0.5687
0.0827	129.0	2580	2.3256	0.475
0.0827	130.0	2600	2.2779	0.4625
0.0827	131.0	2620	2.5013	0.4375
0.0827	132.0	2640	2.6900	0.45
0.0827	133.0	2660	2.6068	0.45
0.0827	134.0	2680	2.6236	0.4562
0.0827	135.0	2700	2.3702	0.4938
0.0827	136.0	2720	2.5647	0.4813
0.0827	137.0	2740	2.4930	0.5188
0.0827	138.0	2760	2.5537	0.475
0.0827	139.0	2780	2.4438	0.4562
0.0827	140.0	2800	2.3787	0.5
0.0827	141.0	2820	2.9480	0.3812
0.0827	142.0	2840	2.7652	0.4313
0.0827	143.0	2860	2.5857	0.4688
0.0827	144.0	2880	2.5887	0.4688
0.0827	145.0	2900	2.6498	0.4562
0.0827	146.0	2920	2.4521	0.4938
0.0827	147.0	2940	2.4939	0.4813
0.0827	148.0	2960	2.7153	0.4375
0.0827	149.0	2980	2.5440	0.475
0.0678	150.0	3000	2.6673	0.45
0.0678	151.0	3020	2.6351	0.4562
0.0678	152.0	3040	2.9105	0.45
0.0678	153.0	3060	2.5392	0.4875
0.0678	154.0	3080	2.7135	0.4437
0.0678	155.0	3100	2.8030	0.4313
0.0678	156.0	3120	2.4985	0.475
0.0678	157.0	3140	2.3997	0.45
0.0678	158.0	3160	2.5420	0.475
0.0678	159.0	3180	2.6948	0.4562
0.0678	160.0	3200	2.7135	0.45
0.0678	161.0	3220	2.5823	0.4813
0.0678	162.0	3240	2.6852	0.4938
0.0678	163.0	3260	2.5767	0.5062
0.0678	164.0	3280	2.4540	0.4875
0.0678	165.0	3300	2.4180	0.5125
0.0678	166.0	3320	2.8142	0.45
0.0678	167.0	3340	2.6409	0.4875
0.0678	168.0	3360	2.8823	0.45
0.0678	169.0	3380	2.9416	0.45
0.0678	170.0	3400	2.8224	0.4437
0.0678	171.0	3420	2.9032	0.45
0.0678	172.0	3440	2.3530	0.5563
0.0678	173.0	3460	2.9034	0.4562
0.0678	174.0	3480	2.7930	0.4375
0.0562	175.0	3500	2.6963	0.4813
0.0562	176.0	3520	2.4176	0.5125
0.0562	177.0	3540	2.6094	0.4813
0.0562	178.0	3560	2.4627	0.5312
0.0562	179.0	3580	2.6081	0.4938
0.0562	180.0	3600	2.8047	0.4875
0.0562	181.0	3620	2.8605	0.4313
0.0562	182.0	3640	2.4689	0.4938
0.0562	183.0	3660	2.2983	0.5125
0.0562	184.0	3680	2.5033	0.5062
0.0562	185.0	3700	2.9531	0.4625
0.0562	186.0	3720	2.6662	0.45
0.0562	187.0	3740	2.6469	0.4938
0.0562	188.0	3760	2.8597	0.4375
0.0562	189.0	3780	2.8897	0.4437
0.0562	190.0	3800	3.0394	0.4188
0.0562	191.0	3820	2.8616	0.4562
0.0562	192.0	3840	2.7181	0.4688
0.0562	193.0	3860	2.9244	0.4437
0.0562	194.0	3880	3.0534	0.4437
0.0562	195.0	3900	3.0271	0.4375
0.0562	196.0	3920	2.7148	0.4813
0.0562	197.0	3940	2.6284	0.5125
0.0562	198.0	3960	2.8167	0.4688
0.0562	199.0	3980	2.9351	0.4188
0.057	200.0	4000	2.7970	0.45
0.057	201.0	4020	2.8597	0.4562
0.057	202.0	4040	2.9538	0.4375
0.057	203.0	4060	2.8555	0.4437
0.057	204.0	4080	2.8521	0.475
0.057	205.0	4100	2.5408	0.4688
0.057	206.0	4120	2.9673	0.4062
0.057	207.0	4140	2.7925	0.4813
0.057	208.0	4160	2.7626	0.5188
0.057	209.0	4180	2.7581	0.4625
0.057	210.0	4200	2.9743	0.4188
0.057	211.0	4220	3.1595	0.3937
0.057	212.0	4240	3.0384	0.4375
0.057	213.0	4260	2.7496	0.4625
0.057	214.0	4280	2.9984	0.4562
0.057	215.0	4300	2.8628	0.4562
0.057	216.0	4320	2.7968	0.4875
0.057	217.0	4340	2.6340	0.4688
0.057	218.0	4360	2.8619	0.4
0.057	219.0	4380	2.5653	0.4813
0.057	220.0	4400	2.6208	0.475
0.057	221.0	4420	2.6570	0.4562
0.057	222.0	4440	2.7422	0.4813
0.057	223.0	4460	2.6744	0.4875
0.057	224.0	4480	2.9295	0.4625
0.0468	225.0	4500	3.2969	0.4313
0.0468	226.0	4520	3.4894	0.3937
0.0468	227.0	4540	3.0995	0.4437
0.0468	228.0	4560	2.7548	0.5125
0.0468	229.0	4580	3.0389	0.4062
0.0468	230.0	4600	3.0848	0.5
0.0468	231.0	4620	2.9161	0.5125
0.0468	232.0	4640	3.0231	0.4313
0.0468	233.0	4660	3.0645	0.4625
0.0468	234.0	4680	2.9188	0.4813
0.0468	235.0	4700	3.0967	0.475
0.0468	236.0	4720	3.0901	0.45
0.0468	237.0	4740	3.1351	0.45
0.0468	238.0	4760	2.9522	0.4875
0.0468	239.0	4780	3.0772	0.45
0.0468	240.0	4800	2.9043	0.4813
0.0468	241.0	4820	3.3294	0.4625
0.0468	242.0	4840	3.2249	0.4437
0.0468	243.0	4860	3.1751	0.4313
0.0468	244.0	4880	2.9019	0.4688
0.0468	245.0	4900	2.7966	0.4938
0.0468	246.0	4920	2.9222	0.4562
0.0468	247.0	4940	3.1651	0.4375
0.0468	248.0	4960	2.7514	0.4688
0.0468	249.0	4980	2.9990	0.45
0.0426	250.0	5000	3.0313	0.4562
0.0426	251.0	5020	2.7370	0.5
0.0426	252.0	5040	2.8581	0.4375
0.0426	253.0	5060	3.1290	0.475
0.0426	254.0	5080	3.0731	0.4562
0.0426	255.0	5100	3.1282	0.4313
0.0426	256.0	5120	3.0662	0.45
0.0426	257.0	5140	2.9660	0.4938
0.0426	258.0	5160	2.9174	0.4688
0.0426	259.0	5180	2.9916	0.4625
0.0426	260.0	5200	3.0074	0.4437
0.0426	261.0	5220	2.9837	0.4625
0.0426	262.0	5240	3.2077	0.45
0.0426	263.0	5260	3.2962	0.425
0.0426	264.0	5280	3.1415	0.4625
0.0426	265.0	5300	2.9917	0.4562
0.0426	266.0	5320	3.2142	0.4562
0.0426	267.0	5340	2.8578	0.45
0.0426	268.0	5360	3.0277	0.4688
0.0426	269.0	5380	2.8797	0.475
0.0426	270.0	5400	2.9029	0.4813
0.0426	271.0	5420	3.0227	0.4625
0.0426	272.0	5440	3.6089	0.3937
0.0426	273.0	5460	3.1739	0.45
0.0426	274.0	5480	3.1577	0.4188
0.04	275.0	5500	3.0820	0.4313
0.04	276.0	5520	3.5281	0.4
0.04	277.0	5540	3.1588	0.4313
0.04	278.0	5560	3.5528	0.3688
0.04	279.0	5580	3.2040	0.45
0.04	280.0	5600	3.2094	0.425
0.04	281.0	5620	3.0805	0.4938
0.04	282.0	5640	3.1807	0.4313
0.04	283.0	5660	2.9768	0.475
0.04	284.0	5680	3.3472	0.425
0.04	285.0	5700	3.0625	0.5
0.04	286.0	5720	3.4767	0.3625
0.04	287.0	5740	3.0846	0.4938
0.04	288.0	5760	3.0279	0.4437
0.04	289.0	5780	2.8044	0.4813
0.04	290.0	5800	3.2954	0.4313
0.04	291.0	5820	3.1181	0.4625
0.04	292.0	5840	3.4994	0.4
0.04	293.0	5860	3.1835	0.4688
0.04	294.0	5880	3.2303	0.45
0.04	295.0	5900	3.1078	0.4562
0.04	296.0	5920	3.2544	0.4562
0.04	297.0	5940	3.1570	0.4625
0.04	298.0	5960	3.3763	0.4375
0.04	299.0	5980	3.1884	0.4437
0.0382	300.0	6000	3.2789	0.4313
0.0382	301.0	6020	3.2098	0.4375
0.0382	302.0	6040	3.4803	0.4313
0.0382	303.0	6060	3.1617	0.4813
0.0382	304.0	6080	3.3710	0.4188
0.0382	305.0	6100	3.2617	0.4688
0.0382	306.0	6120	2.7541	0.5062
0.0382	307.0	6140	3.0187	0.4813
0.0382	308.0	6160	3.2773	0.4437
0.0382	309.0	6180	3.4089	0.4
0.0382	310.0	6200	3.1753	0.4813
0.0382	311.0	6220	3.3937	0.45
0.0382	312.0	6240	3.2917	0.45
0.0382	313.0	6260	3.2444	0.4437
0.0382	314.0	6280	3.2762	0.475
0.0382	315.0	6300	3.8768	0.375
0.0382	316.0	6320	3.2062	0.4688
0.0382	317.0	6340	3.2894	0.4375
0.0382	318.0	6360	3.6226	0.4062
0.0382	319.0	6380	3.1565	0.4813
0.0382	320.0	6400	3.3502	0.4125
0.0382	321.0	6420	3.2736	0.3875
0.0382	322.0	6440	3.0040	0.4813
0.0382	323.0	6460	3.8200	0.3688
0.0382	324.0	6480	3.4865	0.4375
0.0349	325.0	6500	3.3872	0.4375
0.0349	326.0	6520	3.0889	0.45
0.0349	327.0	6540	2.8377	0.5375
0.0349	328.0	6560	3.3513	0.4875
0.0349	329.0	6580	3.5543	0.4437
0.0349	330.0	6600	2.9815	0.4875
0.0349	331.0	6620	3.3278	0.45
0.0349	332.0	6640	3.9210	0.375
0.0349	333.0	6660	3.4957	0.45
0.0349	334.0	6680	3.4223	0.4375
0.0349	335.0	6700	3.1300	0.4562
0.0349	336.0	6720	3.3934	0.4313
0.0349	337.0	6740	3.5310	0.4375
0.0349	338.0	6760	3.1875	0.4313
0.0349	339.0	6780	3.4503	0.4437
0.0349	340.0	6800	3.4259	0.4625
0.0349	341.0	6820	3.6575	0.4062
0.0349	342.0	6840	3.1022	0.4375
0.0349	343.0	6860	3.4671	0.4188
0.0349	344.0	6880	3.5856	0.4188
0.0349	345.0	6900	2.9174	0.4688
0.0349	346.0	6920	3.5393	0.45
0.0349	347.0	6940	3.4636	0.4375
0.0349	348.0	6960	3.2146	0.4562
0.0349	349.0	6980	3.0847	0.475
0.0318	350.0	7000	3.2052	0.4437
0.0318	351.0	7020	3.5054	0.4437
0.0318	352.0	7040	3.5142	0.4188
0.0318	353.0	7060	3.4930	0.4437
0.0318	354.0	7080	3.9408	0.3812
0.0318	355.0	7100	3.3215	0.4562
0.0318	356.0	7120	3.3813	0.4688
0.0318	357.0	7140	3.5083	0.4125
0.0318	358.0	7160	3.1071	0.4813
0.0318	359.0	7180	3.5029	0.3812
0.0318	360.0	7200	3.5051	0.4313
0.0318	361.0	7220	3.4513	0.4125
0.0318	362.0	7240	3.5237	0.3688
0.0318	363.0	7260	3.2317	0.4375
0.0318	364.0	7280	3.0601	0.4437
0.0318	365.0	7300	3.4410	0.425
0.0318	366.0	7320	3.3116	0.4625
0.0318	367.0	7340	3.1982	0.4562
0.0318	368.0	7360	3.2302	0.4562
0.0318	369.0	7380	3.5717	0.4125
0.0318	370.0	7400	3.4187	0.4313
0.0318	371.0	7420	3.4551	0.425
0.0318	372.0	7440	3.0788	0.4562
0.0318	373.0	7460	3.2915	0.4375
0.0318	374.0	7480	3.3532	0.4062
0.0357	375.0	7500	3.3622	0.425
0.0357	376.0	7520	3.3796	0.4688
0.0357	377.0	7540	3.2372	0.425
0.0357	378.0	7560	3.2143	0.3937
0.0357	379.0	7580	3.3463	0.4313
0.0357	380.0	7600	3.4963	0.4437
0.0357	381.0	7620	3.1806	0.4875
0.0357	382.0	7640	3.1950	0.4688
0.0357	383.0	7660	3.1060	0.475
0.0357	384.0	7680	2.9067	0.4875
0.0357	385.0	7700	3.1335	0.4813
0.0357	386.0	7720	3.2285	0.4375
0.0357	387.0	7740	3.0354	0.4125
0.0357	388.0	7760	3.2069	0.4562
0.0357	389.0	7780	3.4125	0.4
0.0357	390.0	7800	3.2239	0.4625
0.0357	391.0	7820	3.2496	0.4437
0.0357	392.0	7840	3.3561	0.4625
0.0357	393.0	7860	3.1828	0.4813
0.0357	394.0	7880	3.0005	0.5062
0.0357	395.0	7900	3.4974	0.425
0.0357	396.0	7920	3.1360	0.45
0.0357	397.0	7940	3.1796	0.4688
0.0357	398.0	7960	3.1684	0.4625
0.0357	399.0	7980	2.9675	0.5062
0.0302	400.0	8000	2.9046	0.5
0.0302	401.0	8020	2.7038	0.5125
0.0302	402.0	8040	3.1627	0.4313
0.0302	403.0	8060	3.0134	0.4625
0.0302	404.0	8080	3.1592	0.4875
0.0302	405.0	8100	2.9817	0.4688
0.0302	406.0	8120	3.1300	0.4313
0.0302	407.0	8140	3.0839	0.4562
0.0302	408.0	8160	3.1801	0.475
0.0302	409.0	8180	3.0124	0.4875
0.0302	410.0	8200	3.2851	0.4188
0.0302	411.0	8220	3.2214	0.45
0.0302	412.0	8240	3.0285	0.4688
0.0302	413.0	8260	2.9726	0.4625
0.0302	414.0	8280	3.1517	0.4688
0.0302	415.0	8300	3.3736	0.4062
0.0302	416.0	8320	3.3029	0.425
0.0302	417.0	8340	3.2084	0.4375
0.0302	418.0	8360	3.1573	0.4875
0.0302	419.0	8380	3.3459	0.4688
0.0302	420.0	8400	3.2369	0.425
0.0302	421.0	8420	2.9963	0.5
0.0302	422.0	8440	3.5376	0.4437
0.0302	423.0	8460	3.3789	0.4562
0.0302	424.0	8480	3.0998	0.4938
0.0298	425.0	8500	3.1335	0.5125
0.0298	426.0	8520	2.8846	0.4813
0.0298	427.0	8540	3.2781	0.45
0.0298	428.0	8560	3.4510	0.4562
0.0298	429.0	8580	3.2550	0.4875
0.0298	430.0	8600	3.7350	0.4375
0.0298	431.0	8620	2.9008	0.5312
0.0298	432.0	8640	3.4151	0.4625
0.0298	433.0	8660	3.5197	0.45
0.0298	434.0	8680	3.3852	0.425
0.0298	435.0	8700	2.8094	0.5563
0.0298	436.0	8720	2.9614	0.5
0.0298	437.0	8740	2.8699	0.525
0.0298	438.0	8760	2.9555	0.4625
0.0298	439.0	8780	3.0070	0.4375
0.0298	440.0	8800	3.1226	0.4625
0.0298	441.0	8820	3.0719	0.5062
0.0298	442.0	8840	3.1832	0.4938
0.0298	443.0	8860	3.4274	0.4375
0.0298	444.0	8880	3.0969	0.4688
0.0298	445.0	8900	2.9069	0.525
0.0298	446.0	8920	3.0938	0.475
0.0298	447.0	8940	3.4646	0.4562
0.0298	448.0	8960	3.1718	0.5125
0.0298	449.0	8980	4.0573	0.3875
0.0257	450.0	9000	3.2721	0.5
0.0257	451.0	9020	3.3604	0.4625
0.0257	452.0	9040	3.2237	0.5062
0.0257	453.0	9060	3.1098	0.5
0.0257	454.0	9080	3.4665	0.45
0.0257	455.0	9100	3.5164	0.4375
0.0257	456.0	9120	3.7267	0.4
0.0257	457.0	9140	3.0731	0.5
0.0257	458.0	9160	3.7694	0.4188
0.0257	459.0	9180	3.7806	0.4188
0.0257	460.0	9200	3.6672	0.4375
0.0257	461.0	9220	3.4548	0.475
0.0257	462.0	9240	3.4669	0.4313
0.0257	463.0	9260	3.5114	0.45
0.0257	464.0	9280	3.1475	0.525
0.0257	465.0	9300	3.1158	0.5
0.0257	466.0	9320	3.7259	0.4437
0.0257	467.0	9340	3.4094	0.4688
0.0257	468.0	9360	3.4050	0.4562
0.0257	469.0	9380	3.2035	0.4625
0.0257	470.0	9400	3.1698	0.4688
0.0257	471.0	9420	3.4563	0.4437
0.0257	472.0	9440	3.3183	0.4313
0.0257	473.0	9460	3.3127	0.475
0.0257	474.0	9480	3.3668	0.4875
0.0237	475.0	9500	3.1712	0.475
0.0237	476.0	9520	3.0685	0.4938
0.0237	477.0	9540	3.3257	0.4562
0.0237	478.0	9560	2.7966	0.5188
0.0237	479.0	9580	2.9198	0.5
0.0237	480.0	9600	2.9829	0.475
0.0237	481.0	9620	3.2223	0.4938
0.0237	482.0	9640	3.1364	0.4938
0.0237	483.0	9660	3.5185	0.4437
0.0237	484.0	9680	3.6054	0.4562
0.0237	485.0	9700	3.1186	0.45
0.0237	486.0	9720	3.3702	0.4188
0.0237	487.0	9740	3.3040	0.4562
0.0237	488.0	9760	3.0924	0.4688
0.0237	489.0	9780	3.4661	0.4562
0.0237	490.0	9800	3.6939	0.4375
0.0237	491.0	9820	3.4715	0.45
0.0237	492.0	9840	3.5078	0.4437
0.0237	493.0	9860	3.6585	0.4437
0.0237	494.0	9880	3.5301	0.425
0.0237	495.0	9900	3.7263	0.4437
0.0237	496.0	9920	3.6123	0.4188
0.0237	497.0	9940	3.5716	0.5
0.0237	498.0	9960	3.6203	0.4375
0.0237	499.0	9980	3.3310	0.4938
0.0234	500.0	10000	3.8027	0.4375
0.0234	501.0	10020	3.6748	0.45
0.0234	502.0	10040	3.4214	0.4375
0.0234	503.0	10060	3.1688	0.4625
0.0234	504.0	10080	3.1496	0.4188
0.0234	505.0	10100	3.4312	0.4375
0.0234	506.0	10120	3.5251	0.4625
0.0234	507.0	10140	3.3989	0.4437
0.0234	508.0	10160	3.7547	0.45
0.0234	509.0	10180	3.2725	0.4625
0.0234	510.0	10200	3.2334	0.4688
0.0234	511.0	10220	3.3340	0.4938
0.0234	512.0	10240	3.6890	0.3875
0.0234	513.0	10260	3.4872	0.4313
0.0234	514.0	10280	3.7639	0.3875
0.0234	515.0	10300	3.7035	0.425
0.0234	516.0	10320	3.5615	0.4437
0.0234	517.0	10340	3.4030	0.4375
0.0234	518.0	10360	3.8057	0.4
0.0234	519.0	10380	3.1678	0.45
0.0234	520.0	10400	3.3319	0.4688
0.0234	521.0	10420	3.5354	0.4313
0.0234	522.0	10440	3.4188	0.4562
0.0234	523.0	10460	3.4892	0.3937
0.0234	524.0	10480	3.5999	0.4188
0.0236	525.0	10500	3.9518	0.3937
0.0236	526.0	10520	3.7397	0.4125
0.0236	527.0	10540	4.2059	0.3375
0.0236	528.0	10560	3.7875	0.4688
0.0236	529.0	10580	3.2989	0.4688
0.0236	530.0	10600	3.5432	0.45
0.0236	531.0	10620	3.3319	0.4875
0.0236	532.0	10640	3.6462	0.4062
0.0236	533.0	10660	3.4215	0.45
0.0236	534.0	10680	3.8374	0.4062
0.0236	535.0	10700	3.9990	0.3625
0.0236	536.0	10720	3.6341	0.4375
0.0236	537.0	10740	3.6167	0.4437
0.0236	538.0	10760	3.7604	0.4437
0.0236	539.0	10780	3.4505	0.4437
0.0236	540.0	10800	3.2424	0.4688
0.0236	541.0	10820	3.7414	0.4062
0.0236	542.0	10840	3.8210	0.4188
0.0236	543.0	10860	3.4597	0.4188
0.0236	544.0	10880	4.2503	0.4
0.0236	545.0	10900	3.7319	0.3375
0.0236	546.0	10920	3.8797	0.375
0.0236	547.0	10940	3.9885	0.3812
0.0236	548.0	10960	3.8276	0.4125
0.0236	549.0	10980	3.6524	0.3563
0.0258	550.0	11000	3.6467	0.3937
0.0258	551.0	11020	3.7724	0.3875
0.0258	552.0	11040	3.7872	0.3563
0.0258	553.0	11060	3.4872	0.4188
0.0258	554.0	11080	3.5775	0.4562
0.0258	555.0	11100	3.4251	0.4
0.0258	556.0	11120	3.2229	0.4688
0.0258	557.0	11140	3.4613	0.4313
0.0258	558.0	11160	3.7255	0.4062
0.0258	559.0	11180	3.7102	0.4125
0.0258	560.0	11200	3.7659	0.4188
0.0258	561.0	11220	3.9803	0.4313
0.0258	562.0	11240	3.5911	0.4437
0.0258	563.0	11260	3.4163	0.425
0.0258	564.0	11280	3.3949	0.4562
0.0258	565.0	11300	3.3819	0.4688
0.0258	566.0	11320	3.4693	0.45
0.0258	567.0	11340	3.5413	0.4375
0.0258	568.0	11360	3.8462	0.425
0.0258	569.0	11380	3.9876	0.375
0.0258	570.0	11400	3.6780	0.4188
0.0258	571.0	11420	3.7808	0.4188
0.0258	572.0	11440	3.8045	0.4
0.0258	573.0	11460	4.1467	0.4062
0.0258	574.0	11480	3.6503	0.4625
0.0187	575.0	11500	3.5228	0.4313
0.0187	576.0	11520	3.8556	0.4062
0.0187	577.0	11540	3.9201	0.4437
0.0187	578.0	11560	3.9793	0.4125
0.0187	579.0	11580	3.5837	0.4188
0.0187	580.0	11600	3.7730	0.4188
0.0187	581.0	11620	3.6204	0.4813
0.0187	582.0	11640	3.9935	0.4125
0.0187	583.0	11660	4.1015	0.3688
0.0187	584.0	11680	3.7070	0.45
0.0187	585.0	11700	3.7840	0.3875
0.0187	586.0	11720	3.9185	0.4188
0.0187	587.0	11740	3.5640	0.425
0.0187	588.0	11760	3.6231	0.4375
0.0187	589.0	11780	3.7791	0.3937
0.0187	590.0	11800	3.6213	0.4375
0.0187	591.0	11820	4.2194	0.3812
0.0187	592.0	11840	3.6176	0.4562
0.0187	593.0	11860	3.4741	0.4625
0.0187	594.0	11880	3.6843	0.4437
0.0187	595.0	11900	4.0223	0.375
0.0187	596.0	11920	3.0709	0.5
0.0187	597.0	11940	3.2062	0.4875
0.0187	598.0	11960	3.2911	0.4688
0.0187	599.0	11980	3.6956	0.45
0.0187	600.0	12000	3.9210	0.4125
0.0187	601.0	12020	3.7457	0.4437
0.0187	602.0	12040	3.4497	0.4813
0.0187	603.0	12060	3.7105	0.4188
0.0187	604.0	12080	3.6293	0.4625
0.0187	605.0	12100	3.5829	0.4375
0.0187	606.0	12120	3.5761	0.45
0.0187	607.0	12140	3.9203	0.425
0.0187	608.0	12160	3.9541	0.3812
0.0187	609.0	12180	3.8103	0.4625
0.0187	610.0	12200	3.7653	0.4625
0.0187	611.0	12220	3.5661	0.475
0.0187	612.0	12240	3.8469	0.4313
0.0187	613.0	12260	3.6154	0.4875
0.0187	614.0	12280	3.9020	0.45
0.0187	615.0	12300	3.6794	0.4375
0.0187	616.0	12320	3.5843	0.4437
0.0187	617.0	12340	3.8814	0.4313
0.0187	618.0	12360	3.6496	0.45
0.0187	619.0	12380	3.8197	0.4375
0.0187	620.0	12400	3.8631	0.4562
0.0187	621.0	12420	3.8704	0.4313
0.0187	622.0	12440	3.5478	0.4813
0.0187	623.0	12460	3.4894	0.4375
0.0187	624.0	12480	3.8519	0.4313
0.0163	625.0	12500	3.6918	0.4375
0.0163	626.0	12520	4.2591	0.3875
0.0163	627.0	12540	4.0108	0.4062
0.0163	628.0	12560	3.3803	0.4437
0.0163	629.0	12580	3.0248	0.4938
0.0163	630.0	12600	3.6722	0.425
0.0163	631.0	12620	3.4088	0.4813
0.0163	632.0	12640	3.6877	0.425
0.0163	633.0	12660	3.8348	0.4625
0.0163	634.0	12680	4.0695	0.4375
0.0163	635.0	12700	4.2726	0.3812
0.0163	636.0	12720	3.9456	0.4437
0.0163	637.0	12740	3.9101	0.4313
0.0163	638.0	12760	3.5826	0.4875
0.0163	639.0	12780	3.7455	0.4625
0.0163	640.0	12800	3.6992	0.475
0.0163	641.0	12820	3.7388	0.4313
0.0163	642.0	12840	3.7885	0.4437
0.0163	643.0	12860	3.8891	0.45
0.0163	644.0	12880	3.8943	0.4562
0.0163	645.0	12900	4.1393	0.4313
0.0163	646.0	12920	4.3963	0.4
0.0163	647.0	12940	3.7502	0.4688
0.0163	648.0	12960	3.6874	0.475
0.0163	649.0	12980	3.8230	0.4375
0.0125	650.0	13000	3.9254	0.4313
0.0125	651.0	13020	4.1693	0.4313
0.0125	652.0	13040	3.8239	0.4375
0.0125	653.0	13060	3.9824	0.4375
0.0125	654.0	13080	4.2604	0.4
0.0125	655.0	13100	4.4329	0.3625
0.0125	656.0	13120	3.8557	0.45
0.0125	657.0	13140	4.1050	0.4062
0.0125	658.0	13160	3.7650	0.4375
0.0125	659.0	13180	3.7074	0.4375
0.0125	660.0	13200	4.1200	0.3688
0.0125	661.0	13220	3.7004	0.4437
0.0125	662.0	13240	4.0004	0.425
0.0125	663.0	13260	4.1309	0.425
0.0125	664.0	13280	4.0347	0.4
0.0125	665.0	13300	4.1824	0.45
0.0125	666.0	13320	4.2234	0.3875
0.0125	667.0	13340	4.0354	0.4125
0.0125	668.0	13360	3.6036	0.4938
0.0125	669.0	13380	4.0497	0.4062
0.0125	670.0	13400	4.1587	0.3563
0.0125	671.0	13420	3.8540	0.3937
0.0125	672.0	13440	3.7398	0.4625
0.0125	673.0	13460	3.2415	0.4813
0.0125	674.0	13480	3.7675	0.4062
0.0177	675.0	13500	3.6355	0.4437
0.0177	676.0	13520	3.9114	0.4062
0.0177	677.0	13540	4.0570	0.4313
0.0177	678.0	13560	4.0395	0.4375
0.0177	679.0	13580	4.4069	0.3812
0.0177	680.0	13600	3.9856	0.4188
0.0177	681.0	13620	3.7876	0.4313
0.0177	682.0	13640	3.5882	0.4
0.0177	683.0	13660	3.7900	0.4562
0.0177	684.0	13680	3.6752	0.475
0.0177	685.0	13700	3.8644	0.4562
0.0177	686.0	13720	4.0188	0.3875
0.0177	687.0	13740	3.6840	0.4375
0.0177	688.0	13760	3.8155	0.4625
0.0177	689.0	13780	3.9604	0.425
0.0177	690.0	13800	3.9583	0.4313
0.0177	691.0	13820	3.8264	0.4437
0.0177	692.0	13840	3.6826	0.4562
0.0177	693.0	13860	3.6953	0.45
0.0177	694.0	13880	3.9075	0.4375
0.0177	695.0	13900	3.9244	0.4375
0.0177	696.0	13920	4.2421	0.4062
0.0177	697.0	13940	4.4421	0.3812
0.0177	698.0	13960	3.8926	0.4
0.0177	699.0	13980	3.5884	0.4313
0.0138	700.0	14000	4.1699	0.3875
0.0138	701.0	14020	3.8600	0.4375
0.0138	702.0	14040	4.0609	0.4
0.0138	703.0	14060	4.1074	0.4062
0.0138	704.0	14080	4.0832	0.4062
0.0138	705.0	14100	3.5649	0.4562
0.0138	706.0	14120	3.9967	0.4188
0.0138	707.0	14140	4.0808	0.4
0.0138	708.0	14160	3.9862	0.425
0.0138	709.0	14180	3.7756	0.425
0.0138	710.0	14200	3.6195	0.4437
0.0138	711.0	14220	4.0588	0.3937
0.0138	712.0	14240	3.6982	0.3812
0.0138	713.0	14260	3.7400	0.3812
0.0138	714.0	14280	3.5994	0.4313
0.0138	715.0	14300	4.1688	0.3875
0.0138	716.0	14320	4.0481	0.4188
0.0138	717.0	14340	3.7466	0.4188
0.0138	718.0	14360	3.7156	0.3875
0.0138	719.0	14380	3.5431	0.475
0.0138	720.0	14400	3.6429	0.4437
0.0138	721.0	14420	3.7065	0.4375
0.0138	722.0	14440	3.3147	0.4938
0.0138	723.0	14460	3.6832	0.4562
0.0138	724.0	14480	3.5359	0.4875
0.0198	725.0	14500	3.8266	0.4313
0.0198	726.0	14520	3.9663	0.425
0.0198	727.0	14540	3.8377	0.4125
0.0198	728.0	14560	3.8101	0.4437
0.0198	729.0	14580	3.7197	0.4688
0.0198	730.0	14600	3.4454	0.4625
0.0198	731.0	14620	3.6600	0.4062
0.0198	732.0	14640	3.9074	0.3875
0.0198	733.0	14660	4.0363	0.3812
0.0198	734.0	14680	3.6083	0.4125
0.0198	735.0	14700	3.6626	0.3937
0.0198	736.0	14720	4.2312	0.3875
0.0198	737.0	14740	4.3227	0.3563
0.0198	738.0	14760	3.5588	0.425
0.0198	739.0	14780	3.6052	0.4938
0.0198	740.0	14800	3.7074	0.4188
0.0198	741.0	14820	3.9079	0.4313
0.0198	742.0	14840	3.9011	0.4062
0.0198	743.0	14860	3.7725	0.45
0.0198	744.0	14880	3.9581	0.425
0.0198	745.0	14900	4.2652	0.3688
0.0198	746.0	14920	4.0466	0.375
0.0198	747.0	14940	3.8483	0.4813
0.0198	748.0	14960	4.5810	0.3875
0.0198	749.0	14980	4.3937	0.3812
0.0126	750.0	15000	3.7369	0.45
0.0126	751.0	15020	4.4514	0.3438
0.0126	752.0	15040	4.2869	0.3875
0.0126	753.0	15060	4.0911	0.45
0.0126	754.0	15080	3.9391	0.4188
0.0126	755.0	15100	3.9935	0.4313
0.0126	756.0	15120	4.1226	0.4625
0.0126	757.0	15140	3.7604	0.4313
0.0126	758.0	15160	4.0118	0.4313
0.0126	759.0	15180	3.7169	0.4688
0.0126	760.0	15200	4.0997	0.4125
0.0126	761.0	15220	3.7944	0.4625
0.0126	762.0	15240	4.2277	0.4813
0.0126	763.0	15260	4.4659	0.425
0.0126	764.0	15280	3.8387	0.4562
0.0126	765.0	15300	3.9076	0.4437
0.0126	766.0	15320	4.3646	0.375
0.0126	767.0	15340	4.0905	0.4437
0.0126	768.0	15360	3.7088	0.475
0.0126	769.0	15380	3.7847	0.4562
0.0126	770.0	15400	3.8751	0.4125
0.0126	771.0	15420	4.0079	0.45
0.0126	772.0	15440	3.8464	0.4562
0.0126	773.0	15460	4.2182	0.3812
0.0126	774.0	15480	4.2907	0.3937
0.0147	775.0	15500	3.8404	0.475
0.0147	776.0	15520	3.8163	0.4375
0.0147	777.0	15540	3.7363	0.4688
0.0147	778.0	15560	3.6879	0.4562
0.0147	779.0	15580	3.9072	0.4625
0.0147	780.0	15600	3.8215	0.425
0.0147	781.0	15620	4.1141	0.425
0.0147	782.0	15640	3.8792	0.4437
0.0147	783.0	15660	4.1629	0.4
0.0147	784.0	15680	4.3110	0.375
0.0147	785.0	15700	4.1915	0.4125
0.0147	786.0	15720	3.7976	0.4375
0.0147	787.0	15740	3.7847	0.4
0.0147	788.0	15760	4.0722	0.4375
0.0147	789.0	15780	4.0190	0.4437
0.0147	790.0	15800	3.6758	0.4188
0.0147	791.0	15820	4.1359	0.4062
0.0147	792.0	15840	4.1535	0.425
0.0147	793.0	15860	4.1292	0.3875
0.0147	794.0	15880	3.8726	0.45
0.0147	795.0	15900	4.3862	0.3875
0.0147	796.0	15920	4.4478	0.3937
0.0147	797.0	15940	3.9099	0.45
0.0147	798.0	15960	4.2666	0.425
0.0147	799.0	15980	4.1735	0.4188
0.0124	800.0	16000	3.6580	0.4688
0.0124	801.0	16020	3.6808	0.45
0.0124	802.0	16040	3.8442	0.4
0.0124	803.0	16060	3.9195	0.4
0.0124	804.0	16080	4.1342	0.4188
0.0124	805.0	16100	4.2658	0.3625
0.0124	806.0	16120	4.4859	0.3812
0.0124	807.0	16140	3.8662	0.4562
0.0124	808.0	16160	4.1394	0.3875
0.0124	809.0	16180	3.6871	0.475
0.0124	810.0	16200	3.8563	0.4188
0.0124	811.0	16220	3.8344	0.4375
0.0124	812.0	16240	3.9860	0.4062
0.0124	813.0	16260	4.0481	0.4188
0.0124	814.0	16280	4.0547	0.4313
0.0124	815.0	16300	4.4132	0.375
0.0124	816.0	16320	4.0247	0.4125
0.0124	817.0	16340	4.2160	0.425
0.0124	818.0	16360	4.2975	0.4125
0.0124	819.0	16380	4.2279	0.425
0.0124	820.0	16400	4.0937	0.425
0.0124	821.0	16420	4.1313	0.4562
0.0124	822.0	16440	3.8587	0.4562
0.0124	823.0	16460	3.7319	0.4313
0.0124	824.0	16480	4.0023	0.4125
0.0097	825.0	16500	4.1675	0.4313
0.0097	826.0	16520	4.0727	0.3812
0.0097	827.0	16540	3.9477	0.3875
0.0097	828.0	16560	4.1459	0.4
0.0097	829.0	16580	4.0702	0.3875
0.0097	830.0	16600	3.6476	0.4625
0.0097	831.0	16620	4.3472	0.3812
0.0097	832.0	16640	4.5719	0.3937
0.0097	833.0	16660	4.4889	0.375
0.0097	834.0	16680	4.2314	0.3875
0.0097	835.0	16700	3.9354	0.4313
0.0097	836.0	16720	4.2407	0.4437
0.0097	837.0	16740	4.0115	0.4062
0.0097	838.0	16760	3.9839	0.4375
0.0097	839.0	16780	3.7396	0.4188
0.0097	840.0	16800	4.1337	0.4125
0.0097	841.0	16820	4.2802	0.375
0.0097	842.0	16840	4.0221	0.3937
0.0097	843.0	16860	3.7997	0.4
0.0097	844.0	16880	3.8814	0.425
0.0097	845.0	16900	3.7759	0.4
0.0097	846.0	16920	4.2829	0.3625
0.0097	847.0	16940	3.9391	0.425
0.0097	848.0	16960	4.0818	0.4188
0.0097	849.0	16980	3.6084	0.4688
0.0159	850.0	17000	3.4357	0.4625
0.0159	851.0	17020	4.0317	0.4188
0.0159	852.0	17040	3.8984	0.4188
0.0159	853.0	17060	4.0461	0.425
0.0159	854.0	17080	4.1738	0.4125
0.0159	855.0	17100	4.0499	0.4313
0.0159	856.0	17120	4.1160	0.4313
0.0159	857.0	17140	3.6728	0.5125
0.0159	858.0	17160	3.7460	0.4688
0.0159	859.0	17180	3.5497	0.4938
0.0159	860.0	17200	3.9526	0.4562
0.0159	861.0	17220	3.8635	0.4437
0.0159	862.0	17240	3.7780	0.45
0.0159	863.0	17260	3.2866	0.5062
0.0159	864.0	17280	3.2259	0.4938
0.0159	865.0	17300	3.7030	0.45
0.0159	866.0	17320	3.5736	0.4625
0.0159	867.0	17340	3.8518	0.4188
0.0159	868.0	17360	3.6235	0.4688
0.0159	869.0	17380	3.8855	0.45
0.0159	870.0	17400	4.1499	0.375
0.0159	871.0	17420	3.9023	0.425
0.0159	872.0	17440	3.6929	0.4688
0.0159	873.0	17460	3.7751	0.425
0.0159	874.0	17480	3.9004	0.4
0.0133	875.0	17500	3.7637	0.425
0.0133	876.0	17520	3.8060	0.4313
0.0133	877.0	17540	3.8824	0.4375
0.0133	878.0	17560	3.8401	0.4625
0.0133	879.0	17580	4.0433	0.4313
0.0133	880.0	17600	3.7495	0.4625
0.0133	881.0	17620	3.8193	0.4562
0.0133	882.0	17640	3.6572	0.5125
0.0133	883.0	17660	3.7955	0.45
0.0133	884.0	17680	3.7433	0.4125
0.0133	885.0	17700	3.8962	0.425
0.0133	886.0	17720	4.3354	0.4188
0.0133	887.0	17740	3.6779	0.4562
0.0133	888.0	17760	4.0254	0.4313
0.0133	889.0	17780	4.2234	0.3688
0.0133	890.0	17800	4.4889	0.4062
0.0133	891.0	17820	4.1960	0.4188
0.0133	892.0	17840	3.9006	0.475
0.0133	893.0	17860	3.9992	0.4688
0.0133	894.0	17880	3.5949	0.475
0.0133	895.0	17900	3.8294	0.4375
0.0133	896.0	17920	3.6749	0.4625
0.0133	897.0	17940	4.1688	0.4313
0.0133	898.0	17960	3.9342	0.4313
0.0133	899.0	17980	4.3299	0.3688
0.0096	900.0	18000	4.1470	0.3812
0.0096	901.0	18020	3.9125	0.425
0.0096	902.0	18040	4.1196	0.4
0.0096	903.0	18060	4.3609	0.3875
0.0096	904.0	18080	4.2562	0.3937
0.0096	905.0	18100	3.9069	0.425
0.0096	906.0	18120	4.2790	0.425
0.0096	907.0	18140	4.2102	0.4188
0.0096	908.0	18160	3.8366	0.4688
0.0096	909.0	18180	4.2579	0.4437
0.0096	910.0	18200	4.1985	0.3812
0.0096	911.0	18220	4.2453	0.4062
0.0096	912.0	18240	4.2601	0.4125
0.0096	913.0	18260	4.5614	0.3937
0.0096	914.0	18280	4.2593	0.4562
0.0096	915.0	18300	4.1767	0.4375
0.0096	916.0	18320	4.1912	0.45
0.0096	917.0	18340	4.3509	0.4062
0.0096	918.0	18360	4.4695	0.3937
0.0096	919.0	18380	4.1653	0.4188
0.0096	920.0	18400	4.5288	0.3812
0.0096	921.0	18420	4.4396	0.4062
0.0096	922.0	18440	4.4028	0.4062
0.0096	923.0	18460	4.3364	0.4125
0.0096	924.0	18480	4.3040	0.4313
0.007	925.0	18500	3.9704	0.4313
0.007	926.0	18520	4.0509	0.4125
0.007	927.0	18540	3.8896	0.4625
0.007	928.0	18560	4.1416	0.4
0.007	929.0	18580	3.9144	0.4375
0.007	930.0	18600	4.4311	0.4125
0.007	931.0	18620	4.4410	0.4
0.007	932.0	18640	4.1186	0.4313
0.007	933.0	18660	4.0320	0.4562
0.007	934.0	18680	4.6391	0.375
0.007	935.0	18700	4.3536	0.4125
0.007	936.0	18720	3.7368	0.4313
0.007	937.0	18740	3.9023	0.4188
0.007	938.0	18760	3.9323	0.4437
0.007	939.0	18780	4.4307	0.3812
0.007	940.0	18800	4.2674	0.4125
0.007	941.0	18820	4.2538	0.4313
0.007	942.0	18840	4.2950	0.4375
0.007	943.0	18860	4.0772	0.4437
0.007	944.0	18880	4.1212	0.4375
0.007	945.0	18900	4.1026	0.4375
0.007	946.0	18920	4.1064	0.4437
0.007	947.0	18940	4.0008	0.4125
0.007	948.0	18960	4.2130	0.4062
0.007	949.0	18980	4.2008	0.4375
0.0089	950.0	19000	4.2518	0.4188
0.0089	951.0	19020	4.1804	0.4
0.0089	952.0	19040	4.2835	0.4062
0.0089	953.0	19060	4.4565	0.375
0.0089	954.0	19080	4.3826	0.4188
0.0089	955.0	19100	4.0761	0.425
0.0089	956.0	19120	4.6284	0.3812
0.0089	957.0	19140	4.4678	0.3875
0.0089	958.0	19160	4.3283	0.4437
0.0089	959.0	19180	4.3405	0.3438
0.0089	960.0	19200	4.3407	0.3875
0.0089	961.0	19220	4.3714	0.4
0.0089	962.0	19240	4.0244	0.425
0.0089	963.0	19260	3.9126	0.425
0.0089	964.0	19280	3.9837	0.425
0.0089	965.0	19300	4.1561	0.4375
0.0089	966.0	19320	3.9570	0.4375
0.0089	967.0	19340	4.3949	0.425
0.0089	968.0	19360	4.2136	0.4375
0.0089	969.0	19380	3.9319	0.475
0.0089	970.0	19400	4.0263	0.45
0.0089	971.0	19420	3.9617	0.425
0.0089	972.0	19440	4.5309	0.4125
0.0089	973.0	19460	4.3780	0.4313
0.0089	974.0	19480	4.3216	0.4313
0.0069	975.0	19500	4.0724	0.4688
0.0069	976.0	19520	4.2449	0.425
0.0069	977.0	19540	4.3416	0.4062
0.0069	978.0	19560	4.1707	0.4375
0.0069	979.0	19580	3.8705	0.4313
0.0069	980.0	19600	3.9364	0.425
0.0069	981.0	19620	3.9260	0.4813
0.0069	982.0	19640	4.1301	0.4625
0.0069	983.0	19660	3.7258	0.4813
0.0069	984.0	19680	3.8238	0.4562
0.0069	985.0	19700	4.1765	0.45
0.0069	986.0	19720	3.6312	0.475
0.0069	987.0	19740	3.8225	0.475
0.0069	988.0	19760	3.4700	0.4562
0.0069	989.0	19780	3.5135	0.4688
0.0069	990.0	19800	3.9528	0.45
0.0069	991.0	19820	4.0897	0.4125
0.0069	992.0	19840	3.9272	0.4062
0.0069	993.0	19860	4.2009	0.3937
0.0069	994.0	19880	4.3253	0.3812
0.0069	995.0	19900	3.9540	0.475
0.0069	996.0	19920	4.1275	0.45
0.0069	997.0	19940	4.1116	0.4562
0.0069	998.0	19960	4.0904	0.4625
0.0069	999.0	19980	3.5361	0.4688
0.0093	1000.0	20000	3.7295	0.4688
0.0093	1001.0	20020	3.8518	0.4562
0.0093	1002.0	20040	3.8318	0.4813
0.0093	1003.0	20060	4.1725	0.4313
0.0093	1004.0	20080	4.2920	0.425
0.0093	1005.0	20100	3.9813	0.45
0.0093	1006.0	20120	3.8953	0.425
0.0093	1007.0	20140	3.9106	0.4437
0.0093	1008.0	20160	4.3340	0.3937
0.0093	1009.0	20180	4.0832	0.4188
0.0093	1010.0	20200	4.4148	0.3688
0.0093	1011.0	20220	3.8534	0.425
0.0093	1012.0	20240	4.2350	0.3812
0.0093	1013.0	20260	3.9808	0.4313
0.0093	1014.0	20280	4.1771	0.45
0.0093	1015.0	20300	4.4384	0.4
0.0093	1016.0	20320	3.9165	0.45
0.0093	1017.0	20340	3.7879	0.4375
0.0093	1018.0	20360	3.6244	0.45
0.0093	1019.0	20380	4.1512	0.4062
0.0093	1020.0	20400	4.1076	0.3875
0.0093	1021.0	20420	4.1165	0.3812
0.0093	1022.0	20440	4.2412	0.425
0.0093	1023.0	20460	3.9686	0.4437
0.0093	1024.0	20480	4.3554	0.3875
0.0092	1025.0	20500	4.2575	0.4188
0.0092	1026.0	20520	4.1932	0.425
0.0092	1027.0	20540	4.1311	0.3937
0.0092	1028.0	20560	4.7359	0.3438
0.0092	1029.0	20580	4.2484	0.4125
0.0092	1030.0	20600	4.0977	0.3812
0.0092	1031.0	20620	4.1880	0.425
0.0092	1032.0	20640	4.2262	0.4
0.0092	1033.0	20660	4.1906	0.4062
0.0092	1034.0	20680	4.1449	0.4125
0.0092	1035.0	20700	4.1624	0.4125
0.0092	1036.0	20720	4.4704	0.4
0.0092	1037.0	20740	4.4189	0.4
0.0092	1038.0	20760	4.3549	0.4
0.0092	1039.0	20780	4.4514	0.3812
0.0092	1040.0	20800	4.2032	0.4
0.0092	1041.0	20820	4.1037	0.4125
0.0092	1042.0	20840	3.7575	0.45
0.0092	1043.0	20860	3.8814	0.4062
0.0092	1044.0	20880	3.4651	0.4813
0.0092	1045.0	20900	3.5203	0.4938
0.0092	1046.0	20920	3.4941	0.4562
0.0092	1047.0	20940	3.5082	0.4875
0.0092	1048.0	20960	3.9186	0.4188
0.0092	1049.0	20980	3.5385	0.4437
0.0101	1050.0	21000	4.3156	0.4375
0.0101	1051.0	21020	3.9057	0.4562
0.0101	1052.0	21040	4.0884	0.45
0.0101	1053.0	21060	4.0990	0.4125
0.0101	1054.0	21080	4.3254	0.3937
0.0101	1055.0	21100	3.7703	0.4313
0.0101	1056.0	21120	4.2937	0.4062
0.0101	1057.0	21140	4.3031	0.4
0.0101	1058.0	21160	4.1415	0.4062
0.0101	1059.0	21180	4.2197	0.4
0.0101	1060.0	21200	4.1259	0.3875
0.0101	1061.0	21220	4.0518	0.4437
0.0101	1062.0	21240	4.2196	0.4125
0.0101	1063.0	21260	4.4275	0.375
0.0101	1064.0	21280	3.9623	0.4
0.0101	1065.0	21300	3.7426	0.4562
0.0101	1066.0	21320	3.8537	0.4437
0.0101	1067.0	21340	4.2667	0.4125
0.0101	1068.0	21360	3.9805	0.45
0.0101	1069.0	21380	4.4144	0.4
0.0101	1070.0	21400	4.1757	0.4313
0.0101	1071.0	21420	4.5740	0.3937
0.0101	1072.0	21440	4.2657	0.4375
0.0101	1073.0	21460	4.3593	0.4
0.0101	1074.0	21480	4.3635	0.4062
0.0076	1075.0	21500	4.1651	0.4375
0.0076	1076.0	21520	4.0565	0.4562
0.0076	1077.0	21540	4.1046	0.4562
0.0076	1078.0	21560	4.0499	0.4562
0.0076	1079.0	21580	4.2170	0.4188
0.0076	1080.0	21600	4.3191	0.4125
0.0076	1081.0	21620	4.0811	0.45
0.0076	1082.0	21640	3.8024	0.475
0.0076	1083.0	21660	4.1933	0.3937
0.0076	1084.0	21680	4.0717	0.4313
0.0076	1085.0	21700	4.1831	0.425
0.0076	1086.0	21720	4.3884	0.4062
0.0076	1087.0	21740	4.4249	0.3937
0.0076	1088.0	21760	4.1025	0.425
0.0076	1089.0	21780	4.6267	0.3812
0.0076	1090.0	21800	4.4054	0.3937
0.0076	1091.0	21820	4.4973	0.3688
0.0076	1092.0	21840	4.4674	0.4125
0.0076	1093.0	21860	4.2558	0.4
0.0076	1094.0	21880	4.3571	0.4125
0.0076	1095.0	21900	4.3582	0.3937
0.0076	1096.0	21920	4.5176	0.4
0.0076	1097.0	21940	4.6842	0.3875
0.0076	1098.0	21960	4.2763	0.4562
0.0076	1099.0	21980	4.6308	0.4062
0.0055	1100.0	22000	4.9405	0.3375
0.0055	1101.0	22020	4.5447	0.4062
0.0055	1102.0	22040	4.5423	0.4437
0.0055	1103.0	22060	4.6645	0.3937
0.0055	1104.0	22080	4.0491	0.4437
0.0055	1105.0	22100	4.5161	0.3812
0.0055	1106.0	22120	4.2812	0.4313
0.0055	1107.0	22140	4.3646	0.3937
0.0055	1108.0	22160	4.3451	0.4125
0.0055	1109.0	22180	4.1843	0.3875
0.0055	1110.0	22200	3.9763	0.475
0.0055	1111.0	22220	4.1009	0.4688
0.0055	1112.0	22240	3.9855	0.4813
0.0055	1113.0	22260	4.0423	0.4313
0.0055	1114.0	22280	4.1513	0.4437
0.0055	1115.0	22300	4.1117	0.4437
0.0055	1116.0	22320	4.5638	0.4188
0.0055	1117.0	22340	4.2658	0.4188
0.0055	1118.0	22360	3.8571	0.4437
0.0055	1119.0	22380	4.0273	0.475
0.0055	1120.0	22400	4.7766	0.3875
0.0055	1121.0	22420	4.3341	0.375
0.0055	1122.0	22440	4.3217	0.425
0.0055	1123.0	22460	4.3138	0.45
0.0055	1124.0	22480	4.4154	0.4188
0.0076	1125.0	22500	4.2878	0.4062
0.0076	1126.0	22520	4.1412	0.4625
0.0076	1127.0	22540	4.5221	0.4125
0.0076	1128.0	22560	4.3238	0.4188
0.0076	1129.0	22580	4.0630	0.4625
0.0076	1130.0	22600	3.9811	0.45
0.0076	1131.0	22620	4.0864	0.4375
0.0076	1132.0	22640	4.0847	0.4688
0.0076	1133.0	22660	4.2124	0.425
0.0076	1134.0	22680	4.3021	0.4125
0.0076	1135.0	22700	4.2996	0.425
0.0076	1136.0	22720	4.4018	0.3937
0.0076	1137.0	22740	4.4880	0.3937
0.0076	1138.0	22760	4.3684	0.4188
0.0076	1139.0	22780	4.2929	0.4062
0.0076	1140.0	22800	4.0317	0.4313
0.0076	1141.0	22820	4.3586	0.4375
0.0076	1142.0	22840	4.4541	0.4062
0.0076	1143.0	22860	4.0739	0.4437
0.0076	1144.0	22880	4.0633	0.4375
0.0076	1145.0	22900	4.1524	0.425
0.0076	1146.0	22920	4.3933	0.4188
0.0076	1147.0	22940	4.3073	0.4375
0.0076	1148.0	22960	4.2106	0.45
0.0076	1149.0	22980	4.4410	0.4437
0.0088	1150.0	23000	4.0442	0.4875
0.0088	1151.0	23020	3.8707	0.4562
0.0088	1152.0	23040	4.3722	0.4188
0.0088	1153.0	23060	4.2159	0.4125
0.0088	1154.0	23080	4.3318	0.4375
0.0088	1155.0	23100	4.1305	0.4375
0.0088	1156.0	23120	4.3237	0.4125
0.0088	1157.0	23140	3.8115	0.4125
0.0088	1158.0	23160	3.9922	0.45
0.0088	1159.0	23180	4.0569	0.45
0.0088	1160.0	23200	4.0418	0.45
0.0088	1161.0	23220	4.3258	0.4188
0.0088	1162.0	23240	3.9946	0.4562
0.0088	1163.0	23260	4.1509	0.3937
0.0088	1164.0	23280	3.7839	0.4813
0.0088	1165.0	23300	4.1098	0.4437
0.0088	1166.0	23320	4.4308	0.4062
0.0088	1167.0	23340	4.0891	0.4313
0.0088	1168.0	23360	4.0561	0.4375
0.0088	1169.0	23380	3.6372	0.4562
0.0088	1170.0	23400	3.5895	0.4938
0.0088	1171.0	23420	3.6881	0.45
0.0088	1172.0	23440	3.6906	0.5125
0.0088	1173.0	23460	3.6289	0.4875
0.0088	1174.0	23480	3.6124	0.4813
0.0062	1175.0	23500	3.7771	0.4688
0.0062	1176.0	23520	4.0588	0.4313
0.0062	1177.0	23540	4.1712	0.4125
0.0062	1178.0	23560	4.3913	0.4062
0.0062	1179.0	23580	4.1079	0.4437
0.0062	1180.0	23600	4.0432	0.45
0.0062	1181.0	23620	3.9462	0.4375
0.0062	1182.0	23640	3.9730	0.4375
0.0062	1183.0	23660	3.6960	0.4625
0.0062	1184.0	23680	4.1584	0.4625
0.0062	1185.0	23700	3.8361	0.4813
0.0062	1186.0	23720	4.1512	0.4125
0.0062	1187.0	23740	4.5828	0.3875
0.0062	1188.0	23760	4.6020	0.4
0.0062	1189.0	23780	4.2072	0.4375
0.0062	1190.0	23800	4.2698	0.425
0.0062	1191.0	23820	4.2893	0.425
0.0062	1192.0	23840	4.2118	0.4062
0.0062	1193.0	23860	4.0042	0.475
0.0062	1194.0	23880	3.7711	0.475
0.0062	1195.0	23900	4.3882	0.4188
0.0062	1196.0	23920	4.0885	0.45
0.0062	1197.0	23940	3.8492	0.4688
0.0062	1198.0	23960	4.0145	0.45
0.0062	1199.0	23980	3.9537	0.4313
0.0089	1200.0	24000	3.9551	0.45
0.0089	1201.0	24020	4.1794	0.4375
0.0089	1202.0	24040	4.4502	0.425
0.0089	1203.0	24060	4.0842	0.4375
0.0089	1204.0	24080	4.1405	0.4562
0.0089	1205.0	24100	3.9174	0.45
0.0089	1206.0	24120	4.3030	0.4437
0.0089	1207.0	24140	4.1987	0.4437
0.0089	1208.0	24160	4.5696	0.4125
0.0089	1209.0	24180	4.5786	0.4125
0.0089	1210.0	24200	4.5624	0.4313
0.0089	1211.0	24220	4.2563	0.4188
0.0089	1212.0	24240	4.7206	0.3875
0.0089	1213.0	24260	4.3761	0.4375
0.0089	1214.0	24280	4.2873	0.4188
0.0089	1215.0	24300	4.2771	0.4
0.0089	1216.0	24320	4.2855	0.425
0.0089	1217.0	24340	4.4184	0.4313
0.0089	1218.0	24360	4.6057	0.4
0.0089	1219.0	24380	4.1910	0.4437
0.0089	1220.0	24400	4.3782	0.3937
0.0089	1221.0	24420	4.1863	0.4562
0.0089	1222.0	24440	4.3919	0.4313
0.0089	1223.0	24460	4.3712	0.4625
0.0089	1224.0	24480	4.2499	0.475
0.0047	1225.0	24500	4.1044	0.45
0.0047	1226.0	24520	4.4051	0.4375
0.0047	1227.0	24540	4.5822	0.4
0.0047	1228.0	24560	4.3628	0.4188
0.0047	1229.0	24580	4.5895	0.3688
0.0047	1230.0	24600	4.2950	0.45
0.0047	1231.0	24620	4.4845	0.3812
0.0047	1232.0	24640	4.4238	0.425
0.0047	1233.0	24660	4.7372	0.4
0.0047	1234.0	24680	4.3613	0.4062
0.0047	1235.0	24700	4.8584	0.3875
0.0047	1236.0	24720	4.3901	0.4375
0.0047	1237.0	24740	4.8735	0.3875
0.0047	1238.0	24760	4.4863	0.4313
0.0047	1239.0	24780	4.2589	0.4375
0.0047	1240.0	24800	4.2187	0.4313
0.0047	1241.0	24820	4.1488	0.4313
0.0047	1242.0	24840	4.3058	0.4062
0.0047	1243.0	24860	4.3754	0.4188
0.0047	1244.0	24880	4.6395	0.4062
0.0047	1245.0	24900	4.7259	0.4188
0.0047	1246.0	24920	4.2943	0.4062
0.0047	1247.0	24940	4.4989	0.3937
0.0047	1248.0	24960	4.6887	0.3625
0.0047	1249.0	24980	4.6629	0.375
0.0052	1250.0	25000	4.8368	0.3688
0.0052	1251.0	25020	4.5715	0.4
0.0052	1252.0	25040	4.3111	0.425
0.0052	1253.0	25060	4.2958	0.4125
0.0052	1254.0	25080	4.3193	0.4313
0.0052	1255.0	25100	4.3978	0.4375
0.0052	1256.0	25120	4.5791	0.3812
0.0052	1257.0	25140	4.5954	0.3937
0.0052	1258.0	25160	4.8419	0.3812
0.0052	1259.0	25180	4.5316	0.425
0.0052	1260.0	25200	4.3965	0.4313
0.0052	1261.0	25220	4.1113	0.4437
0.0052	1262.0	25240	4.5727	0.4
0.0052	1263.0	25260	4.6365	0.4188
0.0052	1264.0	25280	4.3543	0.45
0.0052	1265.0	25300	4.4766	0.4
0.0052	1266.0	25320	4.9181	0.3625
0.0052	1267.0	25340	4.4029	0.425
0.0052	1268.0	25360	4.4082	0.4188
0.0052	1269.0	25380	4.7754	0.3688
0.0052	1270.0	25400	4.3370	0.425
0.0052	1271.0	25420	4.2514	0.4625
0.0052	1272.0	25440	4.3775	0.3875
0.0052	1273.0	25460	4.1655	0.4375
0.0052	1274.0	25480	4.1676	0.4437
0.0051	1275.0	25500	3.9800	0.4875
0.0051	1276.0	25520	3.9902	0.4562
0.0051	1277.0	25540	4.5302	0.425
0.0051	1278.0	25560	4.0249	0.4
0.0051	1279.0	25580	4.2331	0.4562
0.0051	1280.0	25600	4.3440	0.4375
0.0051	1281.0	25620	4.1223	0.45
0.0051	1282.0	25640	3.7927	0.5
0.0051	1283.0	25660	4.0726	0.45
0.0051	1284.0	25680	4.0662	0.4437
0.0051	1285.0	25700	4.3365	0.3937
0.0051	1286.0	25720	4.4013	0.3812
0.0051	1287.0	25740	4.0389	0.45
0.0051	1288.0	25760	4.4482	0.4062
0.0051	1289.0	25780	4.3543	0.4125
0.0051	1290.0	25800	4.3365	0.4125
0.0051	1291.0	25820	4.4718	0.3812
0.0051	1292.0	25840	4.6845	0.3812
0.0051	1293.0	25860	4.1511	0.4437
0.0051	1294.0	25880	4.1707	0.4313
0.0051	1295.0	25900	4.4272	0.3937
0.0051	1296.0	25920	4.3149	0.4188
0.0051	1297.0	25940	4.3936	0.4125
0.0051	1298.0	25960	4.3188	0.4313
0.0051	1299.0	25980	4.4213	0.4375
0.0043	1300.0	26000	4.2909	0.4188
0.0043	1301.0	26020	4.3463	0.425
0.0043	1302.0	26040	4.4664	0.425
0.0043	1303.0	26060	4.7635	0.4188
0.0043	1304.0	26080	4.9100	0.375
0.0043	1305.0	26100	4.1635	0.4437
0.0043	1306.0	26120	4.1919	0.4125
0.0043	1307.0	26140	4.0097	0.4562
0.0043	1308.0	26160	3.9561	0.5
0.0043	1309.0	26180	4.3011	0.4625
0.0043	1310.0	26200	4.1822	0.4562
0.0043	1311.0	26220	4.0468	0.4625
0.0043	1312.0	26240	4.3032	0.4437
0.0043	1313.0	26260	4.3333	0.4688
0.0043	1314.0	26280	4.1659	0.4688
0.0043	1315.0	26300	4.1565	0.4562
0.0043	1316.0	26320	4.2320	0.425
0.0043	1317.0	26340	4.1713	0.4562
0.0043	1318.0	26360	4.2502	0.4313
0.0043	1319.0	26380	4.1567	0.4625
0.0043	1320.0	26400	4.2468	0.4437
0.0043	1321.0	26420	4.0587	0.425
0.0043	1322.0	26440	4.4233	0.4313
0.0043	1323.0	26460	3.9796	0.475
0.0043	1324.0	26480	4.1845	0.4375
0.005	1325.0	26500	4.0909	0.4688
0.005	1326.0	26520	4.5052	0.425
0.005	1327.0	26540	3.9338	0.4813
0.005	1328.0	26560	4.3558	0.4437
0.005	1329.0	26580	4.1215	0.4688
0.005	1330.0	26600	4.3538	0.425
0.005	1331.0	26620	4.1223	0.4875
0.005	1332.0	26640	4.4005	0.4625
0.005	1333.0	26660	4.1342	0.4188
0.005	1334.0	26680	3.9039	0.4938
0.005	1335.0	26700	4.2563	0.4562
0.005	1336.0	26720	4.6227	0.425
0.005	1337.0	26740	4.9805	0.3875
0.005	1338.0	26760	4.3514	0.425
0.005	1339.0	26780	4.3909	0.4313
0.005	1340.0	26800	4.3980	0.4313
0.005	1341.0	26820	4.2285	0.4625
0.005	1342.0	26840	4.2962	0.4437
0.005	1343.0	26860	4.3997	0.4313
0.005	1344.0	26880	4.2589	0.45
0.005	1345.0	26900	4.3270	0.4313
0.005	1346.0	26920	4.3147	0.4313
0.005	1347.0	26940	4.6454	0.3812
0.005	1348.0	26960	4.2975	0.475
0.005	1349.0	26980	4.3403	0.4062
0.006	1350.0	27000	4.3137	0.425
0.006	1351.0	27020	4.1860	0.45
0.006	1352.0	27040	4.1153	0.4688
0.006	1353.0	27060	4.2514	0.425
0.006	1354.0	27080	4.0539	0.4313
0.006	1355.0	27100	4.4261	0.4437
0.006	1356.0	27120	4.3285	0.4437
0.006	1357.0	27140	4.4653	0.4188
0.006	1358.0	27160	4.1402	0.4437
0.006	1359.0	27180	4.5554	0.425
0.006	1360.0	27200	4.4887	0.4188
0.006	1361.0	27220	4.4549	0.4062
0.006	1362.0	27240	4.2000	0.425
0.006	1363.0	27260	4.3322	0.425
0.006	1364.0	27280	4.4221	0.3937
0.006	1365.0	27300	4.5826	0.3812
0.006	1366.0	27320	4.6468	0.4188
0.006	1367.0	27340	4.2889	0.4125
0.006	1368.0	27360	4.6748	0.3812
0.006	1369.0	27380	4.3525	0.4313
0.006	1370.0	27400	4.2749	0.425
0.006	1371.0	27420	4.2404	0.475
0.006	1372.0	27440	4.5490	0.425
0.006	1373.0	27460	4.3331	0.4313
0.006	1374.0	27480	4.3431	0.425
0.0036	1375.0	27500	4.2889	0.4313
0.0036	1376.0	27520	4.4246	0.4188
0.0036	1377.0	27540	4.5457	0.3937
0.0036	1378.0	27560	4.3169	0.425
0.0036	1379.0	27580	4.2755	0.4313
0.0036	1380.0	27600	3.8897	0.4688
0.0036	1381.0	27620	4.2587	0.4062
0.0036	1382.0	27640	4.3104	0.45
0.0036	1383.0	27660	4.3967	0.4375
0.0036	1384.0	27680	4.2991	0.4188
0.0036	1385.0	27700	4.3327	0.425
0.0036	1386.0	27720	4.2342	0.45
0.0036	1387.0	27740	4.3466	0.4125
0.0036	1388.0	27760	4.4583	0.4188
0.0036	1389.0	27780	4.3765	0.45
0.0036	1390.0	27800	4.0459	0.4375
0.0036	1391.0	27820	4.3795	0.425
0.0036	1392.0	27840	4.6125	0.45
0.0036	1393.0	27860	4.4663	0.4
0.0036	1394.0	27880	4.1308	0.4562
0.0036	1395.0	27900	4.4633	0.4313
0.0036	1396.0	27920	4.4961	0.4
0.0036	1397.0	27940	4.3077	0.4437
0.0036	1398.0	27960	4.0803	0.4562
0.0036	1399.0	27980	4.4903	0.4375
0.0034	1400.0	28000	4.3928	0.4437
0.0034	1401.0	28020	4.5967	0.3812
0.0034	1402.0	28040	4.0998	0.4375
0.0034	1403.0	28060	4.6208	0.4
0.0034	1404.0	28080	4.3212	0.425
0.0034	1405.0	28100	4.1624	0.4688
0.0034	1406.0	28120	4.2164	0.4625
0.0034	1407.0	28140	4.1787	0.45
0.0034	1408.0	28160	3.9653	0.4625
0.0034	1409.0	28180	4.3086	0.45
0.0034	1410.0	28200	4.6358	0.4062
0.0034	1411.0	28220	4.0858	0.4625
0.0034	1412.0	28240	4.1072	0.4437
0.0034	1413.0	28260	4.3181	0.425
0.0034	1414.0	28280	3.9804	0.4625
0.0034	1415.0	28300	3.9853	0.4875
0.0034	1416.0	28320	4.0623	0.4813
0.0034	1417.0	28340	3.8128	0.4875
0.0034	1418.0	28360	4.6040	0.4
0.0034	1419.0	28380	3.8567	0.4938
0.0034	1420.0	28400	3.7708	0.5125
0.0034	1421.0	28420	3.4741	0.5125
0.0034	1422.0	28440	4.2814	0.4437
0.0034	1423.0	28460	3.9871	0.4625
0.0034	1424.0	28480	4.0107	0.475
0.0047	1425.0	28500	4.2820	0.4562
0.0047	1426.0	28520	3.8534	0.475
0.0047	1427.0	28540	4.2745	0.4562
0.0047	1428.0	28560	4.1502	0.5
0.0047	1429.0	28580	3.7872	0.5062
0.0047	1430.0	28600	4.3555	0.4313
0.0047	1431.0	28620	4.1901	0.475
0.0047	1432.0	28640	4.2431	0.4688
0.0047	1433.0	28660	4.4078	0.4313
0.0047	1434.0	28680	4.1095	0.4625
0.0047	1435.0	28700	4.6224	0.4062
0.0047	1436.0	28720	4.3126	0.4625
0.0047	1437.0	28740	4.0261	0.5125
0.0047	1438.0	28760	4.2725	0.45
0.0047	1439.0	28780	4.1122	0.4688
0.0047	1440.0	28800	3.9937	0.4813
0.0047	1441.0	28820	3.6109	0.5188
0.0047	1442.0	28840	3.9638	0.4813
0.0047	1443.0	28860	4.0850	0.4813
0.0047	1444.0	28880	4.0250	0.4562
0.0047	1445.0	28900	4.0536	0.4625
0.0047	1446.0	28920	4.4374	0.4375
0.0047	1447.0	28940	3.8108	0.4688
0.0047	1448.0	28960	4.2085	0.4313
0.0047	1449.0	28980	4.1121	0.4562
0.0032	1450.0	29000	4.1619	0.4625
0.0032	1451.0	29020	4.7062	0.3937
0.0032	1452.0	29040	4.1234	0.45
0.0032	1453.0	29060	3.9383	0.4625
0.0032	1454.0	29080	4.2745	0.4625
0.0032	1455.0	29100	4.7556	0.3937
0.0032	1456.0	29120	4.2548	0.45
0.0032	1457.0	29140	4.4536	0.4
0.0032	1458.0	29160	4.0930	0.4562
0.0032	1459.0	29180	4.2629	0.4437
0.0032	1460.0	29200	3.9561	0.4688
0.0032	1461.0	29220	4.2350	0.4625
0.0032	1462.0	29240	3.8592	0.4562
0.0032	1463.0	29260	4.4517	0.425
0.0032	1464.0	29280	4.0939	0.4562
0.0032	1465.0	29300	4.5052	0.4062
0.0032	1466.0	29320	4.1403	0.4562
0.0032	1467.0	29340	4.2759	0.4375
0.0032	1468.0	29360	4.4223	0.4188
0.0032	1469.0	29380	4.1617	0.4437
0.0032	1470.0	29400	4.1704	0.45
0.0032	1471.0	29420	4.1953	0.4437
0.0032	1472.0	29440	4.5969	0.4125
0.0032	1473.0	29460	4.0838	0.4125
0.0032	1474.0	29480	4.1037	0.475
0.0026	1475.0	29500	4.4736	0.425
0.0026	1476.0	29520	4.1739	0.4375
0.0026	1477.0	29540	4.4631	0.4313
0.0026	1478.0	29560	4.0640	0.4688
0.0026	1479.0	29580	4.3784	0.4188
0.0026	1480.0	29600	3.9759	0.4938
0.0026	1481.0	29620	4.1922	0.4437
0.0026	1482.0	29640	4.4038	0.4313
0.0026	1483.0	29660	4.5526	0.4062
0.0026	1484.0	29680	4.3722	0.4375
0.0026	1485.0	29700	3.7894	0.5
0.0026	1486.0	29720	4.3543	0.45
0.0026	1487.0	29740	4.2883	0.4375
0.0026	1488.0	29760	4.0720	0.4313
0.0026	1489.0	29780	4.3037	0.4625
0.0026	1490.0	29800	4.1847	0.45
0.0026	1491.0	29820	4.4365	0.4188
0.0026	1492.0	29840	4.0914	0.475
0.0026	1493.0	29860	3.6907	0.5188
0.0026	1494.0	29880	4.5732	0.3875
0.0026	1495.0	29900	4.4849	0.425
0.0026	1496.0	29920	4.2805	0.4437
0.0026	1497.0	29940	4.6044	0.4188
0.0026	1498.0	29960	4.5029	0.4313
0.0026	1499.0	29980	4.3098	0.45
0.0025	1500.0	30000	4.4252	0.4313
0.0025	1501.0	30020	4.3304	0.4688
0.0025	1502.0	30040	3.8677	0.475
0.0025	1503.0	30060	4.5101	0.45
0.0025	1504.0	30080	4.2917	0.475
0.0025	1505.0	30100	4.0925	0.5
0.0025	1506.0	30120	4.2633	0.4625
0.0025	1507.0	30140	4.5923	0.3937
0.0025	1508.0	30160	4.1790	0.4813
0.0025	1509.0	30180	4.3062	0.4437
0.0025	1510.0	30200	4.3895	0.4625
0.0025	1511.0	30220	4.4050	0.4375
0.0025	1512.0	30240	4.4463	0.4437
0.0025	1513.0	30260	4.2655	0.4562
0.0025	1514.0	30280	4.5113	0.4188
0.0025	1515.0	30300	4.4733	0.4313
0.0025	1516.0	30320	3.8330	0.4813
0.0025	1517.0	30340	4.7263	0.4313
0.0025	1518.0	30360	4.4315	0.4938
0.0025	1519.0	30380	4.2176	0.4562
0.0025	1520.0	30400	4.6525	0.4375
0.0025	1521.0	30420	4.2727	0.475
0.0025	1522.0	30440	4.4324	0.4313
0.0025	1523.0	30460	4.0951	0.4813
0.0025	1524.0	30480	4.3070	0.45
0.0019	1525.0	30500	4.5643	0.4313
0.0019	1526.0	30520	4.5648	0.4437
0.0019	1527.0	30540	4.4071	0.4875
0.0019	1528.0	30560	4.3227	0.45
0.0019	1529.0	30580	4.3231	0.4313
0.0019	1530.0	30600	4.3692	0.4562
0.0019	1531.0	30620	4.2906	0.45
0.0019	1532.0	30640	4.5257	0.4562
0.0019	1533.0	30660	4.0816	0.5062
0.0019	1534.0	30680	4.2669	0.475
0.0019	1535.0	30700	4.3389	0.45
0.0019	1536.0	30720	4.5157	0.4437
0.0019	1537.0	30740	4.5335	0.4125
0.0019	1538.0	30760	4.6383	0.4313
0.0019	1539.0	30780	4.4200	0.4625
0.0019	1540.0	30800	4.7220	0.4188
0.0019	1541.0	30820	4.5910	0.4437
0.0019	1542.0	30840	4.3930	0.4625
0.0019	1543.0	30860	4.9735	0.4437
0.0019	1544.0	30880	4.3468	0.4625
0.0019	1545.0	30900	4.5650	0.4375
0.0019	1546.0	30920	4.1838	0.4875
0.0019	1547.0	30940	4.0840	0.5
0.0019	1548.0	30960	4.3277	0.45
0.0019	1549.0	30980	4.3307	0.4625
0.0016	1550.0	31000	4.3614	0.4562
0.0016	1551.0	31020	4.6165	0.4688
0.0016	1552.0	31040	4.2869	0.4688
0.0016	1553.0	31060	4.2702	0.4625
0.0016	1554.0	31080	4.4601	0.4313
0.0016	1555.0	31100	4.5710	0.4313
0.0016	1556.0	31120	4.3046	0.4938
0.0016	1557.0	31140	4.1652	0.475
0.0016	1558.0	31160	4.6377	0.4437
0.0016	1559.0	31180	4.3610	0.4437
0.0016	1560.0	31200	4.6170	0.4437
0.0016	1561.0	31220	4.2707	0.4562
0.0016	1562.0	31240	4.2761	0.4562
0.0016	1563.0	31260	4.3194	0.475
0.0016	1564.0	31280	4.6388	0.4375
0.0016	1565.0	31300	4.5400	0.4437
0.0016	1566.0	31320	4.4643	0.4313
0.0016	1567.0	31340	4.6021	0.4375
0.0016	1568.0	31360	4.0558	0.5062
0.0016	1569.0	31380	4.6864	0.4375
0.0016	1570.0	31400	4.2718	0.4875
0.0016	1571.0	31420	4.0325	0.4813
0.0016	1572.0	31440	4.6681	0.425
0.0016	1573.0	31460	4.4754	0.4375
0.0016	1574.0	31480	4.2154	0.4875
0.0013	1575.0	31500	4.4831	0.4813
0.0013	1576.0	31520	4.4490	0.4188
0.0013	1577.0	31540	4.0212	0.475
0.0013	1578.0	31560	4.7327	0.4188
0.0013	1579.0	31580	4.3368	0.4938
0.0013	1580.0	31600	4.2732	0.4688
0.0013	1581.0	31620	4.2364	0.4688
0.0013	1582.0	31640	4.6014	0.4562
0.0013	1583.0	31660	4.1667	0.4688
0.0013	1584.0	31680	4.4035	0.4125
0.0013	1585.0	31700	4.5489	0.425
0.0013	1586.0	31720	4.6498	0.4437
0.0013	1587.0	31740	4.8348	0.4125
0.0013	1588.0	31760	4.8007	0.4188
0.0013	1589.0	31780	4.6276	0.4313
0.0013	1590.0	31800	4.4480	0.4562
0.0013	1591.0	31820	4.3330	0.4938
0.0013	1592.0	31840	4.5177	0.45
0.0013	1593.0	31860	4.5623	0.4313
0.0013	1594.0	31880	4.5241	0.4313
0.0013	1595.0	31900	4.2408	0.4813
0.0013	1596.0	31920	4.5973	0.4562
0.0013	1597.0	31940	4.3464	0.4562
0.0013	1598.0	31960	4.2892	0.4813
0.0013	1599.0	31980	4.7553	0.45
0.0015	1600.0	32000	4.3816	0.4625
0.0015	1601.0	32020	4.0371	0.4562
0.0015	1602.0	32040	4.4789	0.4562
0.0015	1603.0	32060	4.3964	0.4562
0.0015	1604.0	32080	4.3599	0.4875
0.0015	1605.0	32100	4.4273	0.4437
0.0015	1606.0	32120	4.4574	0.4188
0.0015	1607.0	32140	4.6224	0.4188
0.0015	1608.0	32160	4.6909	0.4125
0.0015	1609.0	32180	4.2839	0.4875
0.0015	1610.0	32200	3.9676	0.475
0.0015	1611.0	32220	4.4378	0.4188
0.0015	1612.0	32240	4.5865	0.4125
0.0015	1613.0	32260	4.4135	0.4562
0.0015	1614.0	32280	4.5082	0.4
0.0015	1615.0	32300	4.6285	0.4688
0.0015	1616.0	32320	4.4791	0.4313
0.0015	1617.0	32340	4.3933	0.4437
0.0015	1618.0	32360	4.1143	0.4813
0.0015	1619.0	32380	4.6263	0.4625
0.0015	1620.0	32400	4.5090	0.45
0.0015	1621.0	32420	4.4287	0.4125
0.0015	1622.0	32440	4.2223	0.475
0.0015	1623.0	32460	4.2725	0.4562
0.0015	1624.0	32480	4.6868	0.4437
0.0022	1625.0	32500	4.6212	0.4437
0.0022	1626.0	32520	4.4467	0.4625
0.0022	1627.0	32540	4.3089	0.4375
0.0022	1628.0	32560	4.2400	0.45
0.0022	1629.0	32580	4.3407	0.4562
0.0022	1630.0	32600	4.5160	0.4562
0.0022	1631.0	32620	4.5982	0.45
0.0022	1632.0	32640	4.4638	0.4562
0.0022	1633.0	32660	4.6747	0.4437
0.0022	1634.0	32680	4.2824	0.4938
0.0022	1635.0	32700	4.2233	0.4813
0.0022	1636.0	32720	4.4440	0.4437
0.0022	1637.0	32740	4.2740	0.475
0.0022	1638.0	32760	4.3305	0.475
0.0022	1639.0	32780	4.5131	0.4625
0.0022	1640.0	32800	4.5028	0.4437
0.0022	1641.0	32820	4.6719	0.425
0.0022	1642.0	32840	4.4644	0.45
0.0022	1643.0	32860	4.7180	0.4375
0.0022	1644.0	32880	4.3079	0.4813
0.0022	1645.0	32900	4.8204	0.4125
0.0022	1646.0	32920	4.4273	0.45
0.0022	1647.0	32940	4.2365	0.4562
0.0022	1648.0	32960	4.6742	0.4125
0.0022	1649.0	32980	4.5800	0.4
0.0014	1650.0	33000	4.7730	0.425
0.0014	1651.0	33020	4.6168	0.3937
0.0014	1652.0	33040	4.1284	0.4938
0.0014	1653.0	33060	4.6796	0.45
0.0014	1654.0	33080	4.4669	0.45
0.0014	1655.0	33100	4.6533	0.4437
0.0014	1656.0	33120	4.7979	0.4562
0.0014	1657.0	33140	4.5899	0.4188
0.0014	1658.0	33160	4.6176	0.425
0.0014	1659.0	33180	4.4801	0.4375
0.0014	1660.0	33200	4.1640	0.4938
0.0014	1661.0	33220	4.4814	0.4437
0.0014	1662.0	33240	4.9197	0.4
0.0014	1663.0	33260	4.9488	0.4188
0.0014	1664.0	33280	4.7382	0.4125
0.0014	1665.0	33300	4.4478	0.4437
0.0014	1666.0	33320	4.9659	0.3812
0.0014	1667.0	33340	4.4009	0.4313
0.0014	1668.0	33360	4.9179	0.3875
0.0014	1669.0	33380	4.5327	0.425
0.0014	1670.0	33400	4.4089	0.4562
0.0014	1671.0	33420	4.6526	0.45
0.0014	1672.0	33440	4.6015	0.4313
0.0014	1673.0	33460	4.7429	0.4062
0.0014	1674.0	33480	4.5765	0.4125
0.0027	1675.0	33500	4.0842	0.5
0.0027	1676.0	33520	4.4751	0.425
0.0027	1677.0	33540	4.5877	0.4188
0.0027	1678.0	33560	4.2513	0.4938
0.0027	1679.0	33580	4.5077	0.4625
0.0027	1680.0	33600	4.6122	0.4437
0.0027	1681.0	33620	4.9284	0.3812
0.0027	1682.0	33640	4.6758	0.425
0.0027	1683.0	33660	4.8483	0.425
0.0027	1684.0	33680	4.6702	0.4125
0.0027	1685.0	33700	4.3942	0.45
0.0027	1686.0	33720	4.4706	0.45
0.0027	1687.0	33740	4.9632	0.4062
0.0027	1688.0	33760	4.8766	0.3937
0.0027	1689.0	33780	4.5525	0.4375
0.0027	1690.0	33800	4.0650	0.4813
0.0027	1691.0	33820	4.6886	0.4437
0.0027	1692.0	33840	4.8246	0.3812
0.0027	1693.0	33860	4.3335	0.475
0.0027	1694.0	33880	4.5089	0.4625
0.0027	1695.0	33900	4.3285	0.5
0.0027	1696.0	33920	4.3155	0.4562
0.0027	1697.0	33940	4.5403	0.45
0.0027	1698.0	33960	4.3399	0.475
0.0027	1699.0	33980	4.6765	0.45
0.002	1700.0	34000	4.5127	0.4125
0.002	1701.0	34020	4.6507	0.4062
0.002	1702.0	34040	4.5099	0.4313
0.002	1703.0	34060	4.3625	0.45
0.002	1704.0	34080	4.4734	0.4313
0.002	1705.0	34100	4.7544	0.4125
0.002	1706.0	34120	4.6264	0.4562
0.002	1707.0	34140	4.6009	0.4437
0.002	1708.0	34160	4.6268	0.4062
0.002	1709.0	34180	4.7449	0.4188
0.002	1710.0	34200	4.3802	0.4437
0.002	1711.0	34220	4.4215	0.4437
0.002	1712.0	34240	4.5731	0.45
0.002	1713.0	34260	4.9782	0.4062
0.002	1714.0	34280	4.6929	0.4125
0.002	1715.0	34300	4.3126	0.4688
0.002	1716.0	34320	4.7460	0.4313
0.002	1717.0	34340	4.6794	0.4437
0.002	1718.0	34360	4.3370	0.4688
0.002	1719.0	34380	4.7685	0.4062
0.002	1720.0	34400	4.4110	0.4625
0.002	1721.0	34420	4.5291	0.4375
0.002	1722.0	34440	4.3143	0.425
0.002	1723.0	34460	4.3935	0.45
0.002	1724.0	34480	4.6783	0.4437
0.0015	1725.0	34500	4.1125	0.4688
0.0015	1726.0	34520	4.4470	0.4562
0.0015	1727.0	34540	4.5772	0.425
0.0015	1728.0	34560	4.2445	0.475
0.0015	1729.0	34580	4.2929	0.4688
0.0015	1730.0	34600	4.7872	0.4062
0.0015	1731.0	34620	4.5864	0.4437
0.0015	1732.0	34640	4.3213	0.4562
0.0015	1733.0	34660	4.5169	0.4437
0.0015	1734.0	34680	4.3125	0.4625
0.0015	1735.0	34700	4.3828	0.4625
0.0015	1736.0	34720	4.4733	0.425
0.0015	1737.0	34740	4.0950	0.4813
0.0015	1738.0	34760	4.4559	0.45
0.0015	1739.0	34780	4.6733	0.4
0.0015	1740.0	34800	4.2444	0.425
0.0015	1741.0	34820	4.6119	0.4625
0.0015	1742.0	34840	4.1588	0.4625
0.0015	1743.0	34860	4.5513	0.425
0.0015	1744.0	34880	4.6133	0.425
0.0015	1745.0	34900	4.4339	0.4688
0.0015	1746.0	34920	4.4911	0.4625
0.0015	1747.0	34940	4.5370	0.425
0.0015	1748.0	34960	4.7383	0.45
0.0015	1749.0	34980	4.6910	0.4188
0.0012	1750.0	35000	4.6374	0.45
0.0012	1751.0	35020	4.1947	0.4688
0.0012	1752.0	35040	4.6004	0.4562
0.0012	1753.0	35060	4.3796	0.4688
0.0012	1754.0	35080	4.5310	0.4375
0.0012	1755.0	35100	4.1911	0.4188
0.0012	1756.0	35120	4.6794	0.4375
0.0012	1757.0	35140	4.4804	0.45
0.0012	1758.0	35160	4.7100	0.4125
0.0012	1759.0	35180	4.6138	0.4188
0.0012	1760.0	35200	4.3054	0.4688
0.0012	1761.0	35220	4.5865	0.4
0.0012	1762.0	35240	4.4759	0.4625
0.0012	1763.0	35260	4.5921	0.4437
0.0012	1764.0	35280	4.2419	0.4562
0.0012	1765.0	35300	4.7745	0.4062
0.0012	1766.0	35320	4.4570	0.45
0.0012	1767.0	35340	4.5788	0.4
0.0012	1768.0	35360	4.4847	0.4688
0.0012	1769.0	35380	4.3006	0.4562
0.0012	1770.0	35400	4.7197	0.4188
0.0012	1771.0	35420	4.5979	0.4375
0.0012	1772.0	35440	4.5722	0.4437
0.0012	1773.0	35460	4.2994	0.4562
0.0012	1774.0	35480	4.8098	0.3937
0.0017	1775.0	35500	4.5114	0.45
0.0017	1776.0	35520	4.5021	0.4562
0.0017	1777.0	35540	4.1614	0.4938
0.0017	1778.0	35560	4.7056	0.4437
0.0017	1779.0	35580	4.8137	0.4125
0.0017	1780.0	35600	4.5691	0.4313
0.0017	1781.0	35620	4.6427	0.4375
0.0017	1782.0	35640	4.8854	0.4
0.0017	1783.0	35660	4.5171	0.4
0.0017	1784.0	35680	4.6535	0.45
0.0017	1785.0	35700	4.5889	0.45
0.0017	1786.0	35720	4.5938	0.4125
0.0017	1787.0	35740	4.4902	0.4562
0.0017	1788.0	35760	4.7832	0.4437
0.0017	1789.0	35780	4.3620	0.4688
0.0017	1790.0	35800	4.4779	0.4562
0.0017	1791.0	35820	4.7021	0.4313
0.0017	1792.0	35840	4.5891	0.4188
0.0017	1793.0	35860	4.6035	0.4437
0.0017	1794.0	35880	4.9130	0.3937
0.0017	1795.0	35900	4.7592	0.425
0.0017	1796.0	35920	4.5612	0.4313
0.0017	1797.0	35940	4.5902	0.4313
0.0017	1798.0	35960	4.7170	0.3875
0.0017	1799.0	35980	4.9191	0.3937
0.0013	1800.0	36000	4.2995	0.4562

Framework versions

• Transformers 4.37.2
• Pytorch 2.3.0
• Datasets 2.15.0
• Tokenizers 0.15.1