Emotion-Image-Classification-V2

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: 1.2748
• Accuracy: 0.5938

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: 7e-07
• 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: 1750

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	20	2.0722	0.1875
No log	2.0	40	2.0667	0.2062
No log	3.0	60	2.0633	0.1938
No log	4.0	80	2.0682	0.1938
No log	5.0	100	2.0627	0.2
No log	6.0	120	2.0618	0.2062
No log	7.0	140	2.0573	0.2062
No log	8.0	160	2.0589	0.2062
No log	9.0	180	2.0585	0.1938
No log	10.0	200	2.0576	0.1875
No log	11.0	220	2.0578	0.2125
No log	12.0	240	2.0498	0.2625
No log	13.0	260	2.0542	0.2062
No log	14.0	280	2.0534	0.2
No log	15.0	300	2.0474	0.2562
No log	16.0	320	2.0513	0.225
No log	17.0	340	2.0472	0.2062
No log	18.0	360	2.0465	0.2562
No log	19.0	380	2.0379	0.275
No log	20.0	400	2.0416	0.2375
No log	21.0	420	2.0442	0.2687
No log	22.0	440	2.0399	0.2313
No log	23.0	460	2.0358	0.2625
No log	24.0	480	2.0316	0.2437
2.0458	25.0	500	2.0314	0.2687
2.0458	26.0	520	2.0382	0.2437
2.0458	27.0	540	2.0246	0.275
2.0458	28.0	560	2.0211	0.3187
2.0458	29.0	580	2.0240	0.2625
2.0458	30.0	600	2.0198	0.2875
2.0458	31.0	620	2.0204	0.2625
2.0458	32.0	640	2.0210	0.275
2.0458	33.0	660	2.0046	0.3125
2.0458	34.0	680	2.0153	0.2625
2.0458	35.0	700	2.0098	0.2625
2.0458	36.0	720	2.0085	0.2812
2.0458	37.0	740	1.9978	0.3187
2.0458	38.0	760	1.9962	0.2938
2.0458	39.0	780	1.9955	0.3
2.0458	40.0	800	1.9923	0.3
2.0458	41.0	820	1.9913	0.3063
2.0458	42.0	840	1.9844	0.325
2.0458	43.0	860	1.9922	0.275
2.0458	44.0	880	1.9731	0.3187
2.0458	45.0	900	1.9833	0.3
2.0458	46.0	920	1.9763	0.3187
2.0458	47.0	940	1.9686	0.35
2.0458	48.0	960	1.9707	0.3187
2.0458	49.0	980	1.9631	0.3312
1.9677	50.0	1000	1.9561	0.2812
1.9677	51.0	1020	1.9527	0.3312
1.9677	52.0	1040	1.9447	0.3563
1.9677	53.0	1060	1.9542	0.35
1.9677	54.0	1080	1.9509	0.375
1.9677	55.0	1100	1.9378	0.3937
1.9677	56.0	1120	1.9431	0.3563
1.9677	57.0	1140	1.9397	0.3312
1.9677	58.0	1160	1.9322	0.4
1.9677	59.0	1180	1.9252	0.3688
1.9677	60.0	1200	1.9209	0.3063
1.9677	61.0	1220	1.9210	0.3563
1.9677	62.0	1240	1.9226	0.3688
1.9677	63.0	1260	1.9054	0.3688
1.9677	64.0	1280	1.9153	0.35
1.9677	65.0	1300	1.8993	0.3563
1.9677	66.0	1320	1.9008	0.375
1.9677	67.0	1340	1.9008	0.35
1.9677	68.0	1360	1.8866	0.3625
1.9677	69.0	1380	1.8771	0.3937
1.9677	70.0	1400	1.8758	0.4
1.9677	71.0	1420	1.8682	0.3937
1.9677	72.0	1440	1.8604	0.3688
1.9677	73.0	1460	1.8660	0.3937
1.9677	74.0	1480	1.8702	0.3375
1.8562	75.0	1500	1.8483	0.4313
1.8562	76.0	1520	1.8525	0.3875
1.8562	77.0	1540	1.8467	0.3937
1.8562	78.0	1560	1.8481	0.3812
1.8562	79.0	1580	1.8282	0.3812
1.8562	80.0	1600	1.8395	0.3875
1.8562	81.0	1620	1.8251	0.375
1.8562	82.0	1640	1.8215	0.4125
1.8562	83.0	1660	1.8179	0.3625
1.8562	84.0	1680	1.8130	0.4188
1.8562	85.0	1700	1.8066	0.4
1.8562	86.0	1720	1.7993	0.4062
1.8562	87.0	1740	1.7954	0.4188
1.8562	88.0	1760	1.7936	0.3937
1.8562	89.0	1780	1.7972	0.4188
1.8562	90.0	1800	1.7876	0.3937
1.8562	91.0	1820	1.7810	0.3937
1.8562	92.0	1840	1.7838	0.3937
1.8562	93.0	1860	1.7711	0.3812
1.8562	94.0	1880	1.7780	0.3688
1.8562	95.0	1900	1.7426	0.4062
1.8562	96.0	1920	1.7399	0.425
1.8562	97.0	1940	1.7561	0.375
1.8562	98.0	1960	1.7287	0.3937
1.8562	99.0	1980	1.7425	0.4437
1.7294	100.0	2000	1.7308	0.4188
1.7294	101.0	2020	1.7389	0.375
1.7294	102.0	2040	1.7249	0.4375
1.7294	103.0	2060	1.7297	0.4188
1.7294	104.0	2080	1.7361	0.3875
1.7294	105.0	2100	1.7188	0.4188
1.7294	106.0	2120	1.7181	0.4562
1.7294	107.0	2140	1.7044	0.425
1.7294	108.0	2160	1.7030	0.4188
1.7294	109.0	2180	1.7070	0.425
1.7294	110.0	2200	1.7006	0.4437
1.7294	111.0	2220	1.6862	0.4688
1.7294	112.0	2240	1.6881	0.4437
1.7294	113.0	2260	1.6798	0.45
1.7294	114.0	2280	1.6982	0.3937
1.7294	115.0	2300	1.6812	0.4375
1.7294	116.0	2320	1.6751	0.45
1.7294	117.0	2340	1.6849	0.45
1.7294	118.0	2360	1.6690	0.4375
1.7294	119.0	2380	1.6583	0.4688
1.7294	120.0	2400	1.6666	0.4375
1.7294	121.0	2420	1.6651	0.45
1.7294	122.0	2440	1.6477	0.4688
1.7294	123.0	2460	1.6520	0.475
1.7294	124.0	2480	1.6642	0.4125
1.6198	125.0	2500	1.6633	0.475
1.6198	126.0	2520	1.6443	0.4375
1.6198	127.0	2540	1.6398	0.4813
1.6198	128.0	2560	1.6516	0.4437
1.6198	129.0	2580	1.6496	0.4562
1.6198	130.0	2600	1.6342	0.4625
1.6198	131.0	2620	1.6330	0.4437
1.6198	132.0	2640	1.6341	0.4625
1.6198	133.0	2660	1.6167	0.475
1.6198	134.0	2680	1.6270	0.4562
1.6198	135.0	2700	1.6322	0.4562
1.6198	136.0	2720	1.6252	0.4188
1.6198	137.0	2740	1.6045	0.4562
1.6198	138.0	2760	1.6107	0.5
1.6198	139.0	2780	1.6170	0.45
1.6198	140.0	2800	1.6067	0.4813
1.6198	141.0	2820	1.6116	0.4437
1.6198	142.0	2840	1.5962	0.4813
1.6198	143.0	2860	1.6096	0.425
1.6198	144.0	2880	1.6051	0.4562
1.6198	145.0	2900	1.5939	0.525
1.6198	146.0	2920	1.5871	0.5062
1.6198	147.0	2940	1.5917	0.4688
1.6198	148.0	2960	1.5911	0.4938
1.6198	149.0	2980	1.5950	0.4437
1.5343	150.0	3000	1.5974	0.4625
1.5343	151.0	3020	1.5713	0.4813
1.5343	152.0	3040	1.5637	0.5437
1.5343	153.0	3060	1.5830	0.4688
1.5343	154.0	3080	1.5770	0.4938
1.5343	155.0	3100	1.5800	0.5188
1.5343	156.0	3120	1.5782	0.4625
1.5343	157.0	3140	1.5769	0.4562
1.5343	158.0	3160	1.5751	0.5
1.5343	159.0	3180	1.5739	0.4938
1.5343	160.0	3200	1.5555	0.5
1.5343	161.0	3220	1.5561	0.475
1.5343	162.0	3240	1.5521	0.4938
1.5343	163.0	3260	1.5670	0.4688
1.5343	164.0	3280	1.5621	0.475
1.5343	165.0	3300	1.5622	0.4813
1.5343	166.0	3320	1.5497	0.4562
1.5343	167.0	3340	1.5535	0.4813
1.5343	168.0	3360	1.5526	0.4875
1.5343	169.0	3380	1.5301	0.5
1.5343	170.0	3400	1.5487	0.4813
1.5343	171.0	3420	1.5489	0.4625
1.5343	172.0	3440	1.5456	0.5
1.5343	173.0	3460	1.5355	0.5
1.5343	174.0	3480	1.5306	0.5
1.4643	175.0	3500	1.5436	0.4875
1.4643	176.0	3520	1.5241	0.4875
1.4643	177.0	3540	1.5293	0.475
1.4643	178.0	3560	1.5282	0.475
1.4643	179.0	3580	1.5350	0.4813
1.4643	180.0	3600	1.5207	0.4875
1.4643	181.0	3620	1.5274	0.4875
1.4643	182.0	3640	1.5239	0.5
1.4643	183.0	3660	1.5324	0.45
1.4643	184.0	3680	1.5137	0.4813
1.4643	185.0	3700	1.5265	0.4938
1.4643	186.0	3720	1.4986	0.5125
1.4643	187.0	3740	1.5102	0.525
1.4643	188.0	3760	1.5141	0.5062
1.4643	189.0	3780	1.4955	0.5125
1.4643	190.0	3800	1.5155	0.5125
1.4643	191.0	3820	1.5076	0.4938
1.4643	192.0	3840	1.5114	0.4875
1.4643	193.0	3860	1.5295	0.4938
1.4643	194.0	3880	1.5180	0.4688
1.4643	195.0	3900	1.5103	0.4875
1.4643	196.0	3920	1.5092	0.55
1.4643	197.0	3940	1.5009	0.5062
1.4643	198.0	3960	1.5320	0.475
1.4643	199.0	3980	1.4854	0.5375
1.4007	200.0	4000	1.5029	0.4875
1.4007	201.0	4020	1.4928	0.5125
1.4007	202.0	4040	1.4851	0.4875
1.4007	203.0	4060	1.4960	0.4938
1.4007	204.0	4080	1.4979	0.4437
1.4007	205.0	4100	1.4936	0.4813
1.4007	206.0	4120	1.4684	0.55
1.4007	207.0	4140	1.4656	0.525
1.4007	208.0	4160	1.4731	0.4813
1.4007	209.0	4180	1.4858	0.5312
1.4007	210.0	4200	1.4893	0.5062
1.4007	211.0	4220	1.4875	0.4938
1.4007	212.0	4240	1.4881	0.5375
1.4007	213.0	4260	1.4910	0.4813
1.4007	214.0	4280	1.4570	0.5062
1.4007	215.0	4300	1.4839	0.4938
1.4007	216.0	4320	1.4709	0.4688
1.4007	217.0	4340	1.4711	0.4875
1.4007	218.0	4360	1.4992	0.475
1.4007	219.0	4380	1.4701	0.5125
1.4007	220.0	4400	1.4727	0.4875
1.4007	221.0	4420	1.4632	0.5125
1.4007	222.0	4440	1.4602	0.475
1.4007	223.0	4460	1.4510	0.4938
1.4007	224.0	4480	1.4786	0.4562
1.3391	225.0	4500	1.4700	0.5125
1.3391	226.0	4520	1.4812	0.4813
1.3391	227.0	4540	1.4379	0.5375
1.3391	228.0	4560	1.4426	0.4938
1.3391	229.0	4580	1.4638	0.4938
1.3391	230.0	4600	1.4708	0.475
1.3391	231.0	4620	1.4293	0.55
1.3391	232.0	4640	1.4704	0.4813
1.3391	233.0	4660	1.4561	0.4938
1.3391	234.0	4680	1.4302	0.525
1.3391	235.0	4700	1.4806	0.5125
1.3391	236.0	4720	1.4402	0.4875
1.3391	237.0	4740	1.4356	0.5188
1.3391	238.0	4760	1.4475	0.4688
1.3391	239.0	4780	1.4304	0.525
1.3391	240.0	4800	1.4217	0.525
1.3391	241.0	4820	1.4536	0.5
1.3391	242.0	4840	1.4512	0.4938
1.3391	243.0	4860	1.4549	0.5312
1.3391	244.0	4880	1.4460	0.5062
1.3391	245.0	4900	1.4361	0.5062
1.3391	246.0	4920	1.4455	0.4688
1.3391	247.0	4940	1.4588	0.525
1.3391	248.0	4960	1.4207	0.5312
1.3391	249.0	4980	1.4436	0.5312
1.2821	250.0	5000	1.4417	0.5062
1.2821	251.0	5020	1.4264	0.5125
1.2821	252.0	5040	1.4495	0.4875
1.2821	253.0	5060	1.4312	0.5375
1.2821	254.0	5080	1.4334	0.5062
1.2821	255.0	5100	1.4420	0.4875
1.2821	256.0	5120	1.4313	0.5188
1.2821	257.0	5140	1.4239	0.5437
1.2821	258.0	5160	1.4457	0.4562
1.2821	259.0	5180	1.4051	0.5188
1.2821	260.0	5200	1.4374	0.5062
1.2821	261.0	5220	1.4089	0.5188
1.2821	262.0	5240	1.4430	0.4875
1.2821	263.0	5260	1.4066	0.5188
1.2821	264.0	5280	1.4144	0.5375
1.2821	265.0	5300	1.4440	0.5
1.2821	266.0	5320	1.4262	0.4813
1.2821	267.0	5340	1.4134	0.4938
1.2821	268.0	5360	1.4234	0.4938
1.2821	269.0	5380	1.4086	0.525
1.2821	270.0	5400	1.4297	0.4938
1.2821	271.0	5420	1.3996	0.525
1.2821	272.0	5440	1.4114	0.5125
1.2821	273.0	5460	1.4374	0.4688
1.2821	274.0	5480	1.4199	0.5062
1.2306	275.0	5500	1.3729	0.5062
1.2306	276.0	5520	1.3774	0.5375
1.2306	277.0	5540	1.4205	0.5312
1.2306	278.0	5560	1.3882	0.5
1.2306	279.0	5580	1.3965	0.5062
1.2306	280.0	5600	1.4020	0.5188
1.2306	281.0	5620	1.4054	0.5312
1.2306	282.0	5640	1.4037	0.5188
1.2306	283.0	5660	1.4333	0.4813
1.2306	284.0	5680	1.3888	0.5188
1.2306	285.0	5700	1.3991	0.4813
1.2306	286.0	5720	1.3864	0.5125
1.2306	287.0	5740	1.3277	0.575
1.2306	288.0	5760	1.4280	0.5
1.2306	289.0	5780	1.3820	0.5062
1.2306	290.0	5800	1.4017	0.5188
1.2306	291.0	5820	1.4204	0.4813
1.2306	292.0	5840	1.4218	0.5125
1.2306	293.0	5860	1.3961	0.4688
1.2306	294.0	5880	1.3957	0.5062
1.2306	295.0	5900	1.4075	0.5188
1.2306	296.0	5920	1.4089	0.475
1.2306	297.0	5940	1.3727	0.5375
1.2306	298.0	5960	1.3624	0.525
1.2306	299.0	5980	1.4073	0.5062
1.1758	300.0	6000	1.4273	0.5
1.1758	301.0	6020	1.3907	0.5
1.1758	302.0	6040	1.3874	0.5188
1.1758	303.0	6060	1.4323	0.4938
1.1758	304.0	6080	1.3582	0.5437
1.1758	305.0	6100	1.3618	0.5312
1.1758	306.0	6120	1.3544	0.5188
1.1758	307.0	6140	1.3816	0.5375
1.1758	308.0	6160	1.3749	0.4938
1.1758	309.0	6180	1.3924	0.4938
1.1758	310.0	6200	1.3781	0.525
1.1758	311.0	6220	1.3879	0.5125
1.1758	312.0	6240	1.3739	0.55
1.1758	313.0	6260	1.3662	0.5188
1.1758	314.0	6280	1.3764	0.575
1.1758	315.0	6300	1.3922	0.4938
1.1758	316.0	6320	1.3977	0.4625
1.1758	317.0	6340	1.4194	0.5
1.1758	318.0	6360	1.3465	0.5125
1.1758	319.0	6380	1.3564	0.4875
1.1758	320.0	6400	1.3582	0.5437
1.1758	321.0	6420	1.3829	0.5188
1.1758	322.0	6440	1.3504	0.5125
1.1758	323.0	6460	1.3658	0.4875
1.1758	324.0	6480	1.4254	0.45
1.1256	325.0	6500	1.4025	0.4875
1.1256	326.0	6520	1.3431	0.5125
1.1256	327.0	6540	1.3613	0.5
1.1256	328.0	6560	1.3376	0.55
1.1256	329.0	6580	1.3730	0.5
1.1256	330.0	6600	1.3936	0.5062
1.1256	331.0	6620	1.3716	0.5125
1.1256	332.0	6640	1.4044	0.475
1.1256	333.0	6660	1.3880	0.4625
1.1256	334.0	6680	1.3580	0.4688
1.1256	335.0	6700	1.3459	0.5437
1.1256	336.0	6720	1.3868	0.5312
1.1256	337.0	6740	1.3766	0.475
1.1256	338.0	6760	1.3843	0.4625
1.1256	339.0	6780	1.3802	0.4562
1.1256	340.0	6800	1.3698	0.4938
1.1256	341.0	6820	1.3657	0.4813
1.1256	342.0	6840	1.3622	0.5437
1.1256	343.0	6860	1.4055	0.4562
1.1256	344.0	6880	1.3406	0.5062
1.1256	345.0	6900	1.3517	0.5312
1.1256	346.0	6920	1.4012	0.4688
1.1256	347.0	6940	1.3131	0.5563
1.1256	348.0	6960	1.3677	0.4813
1.1256	349.0	6980	1.3656	0.5062
1.0749	350.0	7000	1.3582	0.4813
1.0749	351.0	7020	1.3342	0.5125
1.0749	352.0	7040	1.3413	0.5188
1.0749	353.0	7060	1.3541	0.5062
1.0749	354.0	7080	1.3551	0.5062
1.0749	355.0	7100	1.3364	0.5625
1.0749	356.0	7120	1.3885	0.4625
1.0749	357.0	7140	1.3327	0.5062
1.0749	358.0	7160	1.3570	0.5
1.0749	359.0	7180	1.3642	0.4875
1.0749	360.0	7200	1.3467	0.4813
1.0749	361.0	7220	1.3882	0.5062
1.0749	362.0	7240	1.3534	0.4875
1.0749	363.0	7260	1.3570	0.4688
1.0749	364.0	7280	1.3150	0.5437
1.0749	365.0	7300	1.3483	0.4688
1.0749	366.0	7320	1.3294	0.525
1.0749	367.0	7340	1.3453	0.475
1.0749	368.0	7360	1.3518	0.4625
1.0749	369.0	7380	1.3524	0.4875
1.0749	370.0	7400	1.3627	0.4625
1.0749	371.0	7420	1.2998	0.5188
1.0749	372.0	7440	1.3362	0.5125
1.0749	373.0	7460	1.3290	0.4938
1.0749	374.0	7480	1.3158	0.5312
1.0301	375.0	7500	1.3241	0.5375
1.0301	376.0	7520	1.3518	0.5062
1.0301	377.0	7540	1.3748	0.4938
1.0301	378.0	7560	1.3627	0.4688
1.0301	379.0	7580	1.2971	0.525
1.0301	380.0	7600	1.3200	0.525
1.0301	381.0	7620	1.3200	0.5062
1.0301	382.0	7640	1.3304	0.475
1.0301	383.0	7660	1.3425	0.5188
1.0301	384.0	7680	1.3378	0.5188
1.0301	385.0	7700	1.3380	0.525
1.0301	386.0	7720	1.3159	0.5125
1.0301	387.0	7740	1.3315	0.5312
1.0301	388.0	7760	1.3318	0.5
1.0301	389.0	7780	1.3150	0.5188
1.0301	390.0	7800	1.3109	0.4938
1.0301	391.0	7820	1.3457	0.4938
1.0301	392.0	7840	1.3507	0.55
1.0301	393.0	7860	1.3043	0.5125
1.0301	394.0	7880	1.2937	0.525
1.0301	395.0	7900	1.3179	0.5125
1.0301	396.0	7920	1.3434	0.4375
1.0301	397.0	7940	1.3440	0.5125
1.0301	398.0	7960	1.3630	0.5125
1.0301	399.0	7980	1.2913	0.5687
0.9833	400.0	8000	1.3338	0.5188
0.9833	401.0	8020	1.3367	0.5188
0.9833	402.0	8040	1.3656	0.5
0.9833	403.0	8060	1.3377	0.5312
0.9833	404.0	8080	1.3387	0.4688
0.9833	405.0	8100	1.3061	0.5125
0.9833	406.0	8120	1.3082	0.5
0.9833	407.0	8140	1.3284	0.4938
0.9833	408.0	8160	1.3212	0.5312
0.9833	409.0	8180	1.2809	0.5188
0.9833	410.0	8200	1.3295	0.525
0.9833	411.0	8220	1.3432	0.5
0.9833	412.0	8240	1.3173	0.5188
0.9833	413.0	8260	1.3131	0.525
0.9833	414.0	8280	1.2957	0.5312
0.9833	415.0	8300	1.3358	0.4813
0.9833	416.0	8320	1.3635	0.4562
0.9833	417.0	8340	1.3743	0.475
0.9833	418.0	8360	1.3320	0.5437
0.9833	419.0	8380	1.2942	0.5
0.9833	420.0	8400	1.2994	0.5
0.9833	421.0	8420	1.3073	0.4938
0.9833	422.0	8440	1.3108	0.5188
0.9833	423.0	8460	1.3514	0.5125
0.9833	424.0	8480	1.3062	0.4875
0.944	425.0	8500	1.3154	0.5062
0.944	426.0	8520	1.3105	0.5125
0.944	427.0	8540	1.3566	0.4938
0.944	428.0	8560	1.3100	0.5125
0.944	429.0	8580	1.3342	0.475
0.944	430.0	8600	1.3321	0.4875
0.944	431.0	8620	1.3492	0.5
0.944	432.0	8640	1.3199	0.4938
0.944	433.0	8660	1.2887	0.5437
0.944	434.0	8680	1.3167	0.4938
0.944	435.0	8700	1.3255	0.5062
0.944	436.0	8720	1.3197	0.5125
0.944	437.0	8740	1.2864	0.5312
0.944	438.0	8760	1.2985	0.5312
0.944	439.0	8780	1.3446	0.4625
0.944	440.0	8800	1.3052	0.5437
0.944	441.0	8820	1.3067	0.5125
0.944	442.0	8840	1.2849	0.5125
0.944	443.0	8860	1.3065	0.5188
0.944	444.0	8880	1.3487	0.4938
0.944	445.0	8900	1.3021	0.5312
0.944	446.0	8920	1.3258	0.4938
0.944	447.0	8940	1.3325	0.4562
0.944	448.0	8960	1.2986	0.4813
0.944	449.0	8980	1.2946	0.5563
0.8989	450.0	9000	1.3077	0.525
0.8989	451.0	9020	1.2984	0.5312
0.8989	452.0	9040	1.3039	0.5188
0.8989	453.0	9060	1.2911	0.5312
0.8989	454.0	9080	1.3159	0.5188
0.8989	455.0	9100	1.3500	0.4813
0.8989	456.0	9120	1.2778	0.5563
0.8989	457.0	9140	1.3115	0.5437
0.8989	458.0	9160	1.2777	0.525
0.8989	459.0	9180	1.2846	0.5312
0.8989	460.0	9200	1.3397	0.4875
0.8989	461.0	9220	1.3154	0.5188
0.8989	462.0	9240	1.2974	0.4813
0.8989	463.0	9260	1.3058	0.4938
0.8989	464.0	9280	1.3083	0.5125
0.8989	465.0	9300	1.3122	0.525
0.8989	466.0	9320	1.3139	0.5
0.8989	467.0	9340	1.3230	0.4938
0.8989	468.0	9360	1.3057	0.525
0.8989	469.0	9380	1.3508	0.5
0.8989	470.0	9400	1.2968	0.5437
0.8989	471.0	9420	1.2811	0.5563
0.8989	472.0	9440	1.3688	0.5062
0.8989	473.0	9460	1.3701	0.4875
0.8989	474.0	9480	1.3270	0.5
0.856	475.0	9500	1.3228	0.5062
0.856	476.0	9520	1.3234	0.4625
0.856	477.0	9540	1.3094	0.525
0.856	478.0	9560	1.3401	0.4938
0.856	479.0	9580	1.3226	0.4813
0.856	480.0	9600	1.3334	0.4813
0.856	481.0	9620	1.2958	0.525
0.856	482.0	9640	1.3299	0.4813
0.856	483.0	9660	1.2868	0.525
0.856	484.0	9680	1.3472	0.4813
0.856	485.0	9700	1.2546	0.5687
0.856	486.0	9720	1.3173	0.5
0.856	487.0	9740	1.2759	0.5188
0.856	488.0	9760	1.3288	0.4875
0.856	489.0	9780	1.3019	0.5312
0.856	490.0	9800	1.3412	0.4875
0.856	491.0	9820	1.2962	0.5188
0.856	492.0	9840	1.3327	0.4875
0.856	493.0	9860	1.3197	0.5125
0.856	494.0	9880	1.3252	0.4313
0.856	495.0	9900	1.2839	0.5062
0.856	496.0	9920	1.3358	0.5
0.856	497.0	9940	1.3704	0.4938
0.856	498.0	9960	1.2827	0.4938
0.856	499.0	9980	1.3523	0.4938
0.8229	500.0	10000	1.3195	0.4875
0.8229	501.0	10020	1.3336	0.5125
0.8229	502.0	10040	1.3251	0.4875
0.8229	503.0	10060	1.3660	0.4938
0.8229	504.0	10080	1.2874	0.55
0.8229	505.0	10100	1.2740	0.5312
0.8229	506.0	10120	1.3573	0.4813
0.8229	507.0	10140	1.3158	0.4813
0.8229	508.0	10160	1.3025	0.5312
0.8229	509.0	10180	1.3504	0.4875
0.8229	510.0	10200	1.3390	0.4875
0.8229	511.0	10220	1.3464	0.5125
0.8229	512.0	10240	1.3318	0.45
0.8229	513.0	10260	1.3449	0.4875
0.8229	514.0	10280	1.2774	0.5312
0.8229	515.0	10300	1.3072	0.4813
0.8229	516.0	10320	1.3315	0.4625
0.8229	517.0	10340	1.3485	0.4813
0.8229	518.0	10360	1.2751	0.5437
0.8229	519.0	10380	1.2877	0.5375
0.8229	520.0	10400	1.3057	0.5188
0.8229	521.0	10420	1.3414	0.4688
0.8229	522.0	10440	1.3252	0.475
0.8229	523.0	10460	1.3209	0.475
0.8229	524.0	10480	1.2846	0.5125
0.7853	525.0	10500	1.3378	0.4688
0.7853	526.0	10520	1.2980	0.5312
0.7853	527.0	10540	1.2855	0.4938
0.7853	528.0	10560	1.2948	0.5125
0.7853	529.0	10580	1.3149	0.5125
0.7853	530.0	10600	1.3239	0.55
0.7853	531.0	10620	1.3165	0.5188
0.7853	532.0	10640	1.3015	0.5125
0.7853	533.0	10660	1.3741	0.475
0.7853	534.0	10680	1.3430	0.525
0.7853	535.0	10700	1.2847	0.5062
0.7853	536.0	10720	1.3284	0.5062
0.7853	537.0	10740	1.2532	0.55
0.7853	538.0	10760	1.2771	0.5437
0.7853	539.0	10780	1.2977	0.5375
0.7853	540.0	10800	1.3248	0.4938
0.7853	541.0	10820	1.2509	0.5437
0.7853	542.0	10840	1.2954	0.5062
0.7853	543.0	10860	1.3454	0.5
0.7853	544.0	10880	1.3356	0.5188
0.7853	545.0	10900	1.3251	0.4938
0.7853	546.0	10920	1.3035	0.5062
0.7853	547.0	10940	1.2584	0.5625
0.7853	548.0	10960	1.2613	0.5188
0.7853	549.0	10980	1.2917	0.525
0.749	550.0	11000	1.3127	0.5125
0.749	551.0	11020	1.3570	0.4688
0.749	552.0	11040	1.3004	0.5437
0.749	553.0	11060	1.3239	0.475
0.749	554.0	11080	1.2988	0.5188
0.749	555.0	11100	1.3179	0.475
0.749	556.0	11120	1.2800	0.525
0.749	557.0	11140	1.3372	0.4625
0.749	558.0	11160	1.3328	0.475
0.749	559.0	11180	1.3129	0.4938
0.749	560.0	11200	1.3230	0.4688
0.749	561.0	11220	1.3589	0.4938
0.749	562.0	11240	1.3465	0.4938
0.749	563.0	11260	1.3101	0.5062
0.749	564.0	11280	1.3420	0.4688
0.749	565.0	11300	1.2908	0.5312
0.749	566.0	11320	1.2794	0.525
0.749	567.0	11340	1.2730	0.5188
0.749	568.0	11360	1.3563	0.4688
0.749	569.0	11380	1.2933	0.5
0.749	570.0	11400	1.2991	0.5125
0.749	571.0	11420	1.3225	0.4875
0.749	572.0	11440	1.3333	0.5
0.749	573.0	11460	1.3181	0.5
0.749	574.0	11480	1.2859	0.525
0.7191	575.0	11500	1.2650	0.5062
0.7191	576.0	11520	1.3280	0.5062
0.7191	577.0	11540	1.3104	0.475
0.7191	578.0	11560	1.2930	0.5125
0.7191	579.0	11580	1.2975	0.5125
0.7191	580.0	11600	1.3229	0.5125
0.7191	581.0	11620	1.2711	0.55
0.7191	582.0	11640	1.3605	0.4625
0.7191	583.0	11660	1.3356	0.4813
0.7191	584.0	11680	1.3470	0.5062
0.7191	585.0	11700	1.3186	0.4938
0.7191	586.0	11720	1.2996	0.5312
0.7191	587.0	11740	1.2796	0.5188
0.7191	588.0	11760	1.2969	0.5312
0.7191	589.0	11780	1.3024	0.4938
0.7191	590.0	11800	1.3289	0.4938
0.7191	591.0	11820	1.2850	0.5062
0.7191	592.0	11840	1.3677	0.4625
0.7191	593.0	11860	1.3232	0.4875
0.7191	594.0	11880	1.2918	0.475
0.7191	595.0	11900	1.3555	0.4437
0.7191	596.0	11920	1.3612	0.4813
0.7191	597.0	11940	1.3379	0.4813
0.7191	598.0	11960	1.3612	0.4938
0.7191	599.0	11980	1.3186	0.5
0.6835	600.0	12000	1.3640	0.4625
0.6835	601.0	12020	1.3228	0.5188
0.6835	602.0	12040	1.3222	0.45
0.6835	603.0	12060	1.3341	0.4875
0.6835	604.0	12080	1.2262	0.575
0.6835	605.0	12100	1.3317	0.4688
0.6835	606.0	12120	1.3410	0.475
0.6835	607.0	12140	1.3149	0.5188
0.6835	608.0	12160	1.3382	0.4938
0.6835	609.0	12180	1.3494	0.5125
0.6835	610.0	12200	1.2871	0.5062
0.6835	611.0	12220	1.3171	0.5
0.6835	612.0	12240	1.2573	0.5125
0.6835	613.0	12260	1.2936	0.5188
0.6835	614.0	12280	1.3191	0.475
0.6835	615.0	12300	1.3019	0.525
0.6835	616.0	12320	1.2226	0.5687
0.6835	617.0	12340	1.3227	0.5188
0.6835	618.0	12360	1.2899	0.5188
0.6835	619.0	12380	1.2729	0.525
0.6835	620.0	12400	1.2784	0.55
0.6835	621.0	12420	1.3419	0.4875
0.6835	622.0	12440	1.3038	0.475
0.6835	623.0	12460	1.2843	0.5188
0.6835	624.0	12480	1.3475	0.4562
0.6589	625.0	12500	1.3167	0.5
0.6589	626.0	12520	1.3463	0.4625
0.6589	627.0	12540	1.2807	0.55
0.6589	628.0	12560	1.3267	0.45
0.6589	629.0	12580	1.3196	0.525
0.6589	630.0	12600	1.2697	0.5062
0.6589	631.0	12620	1.3384	0.4875
0.6589	632.0	12640	1.3414	0.4813
0.6589	633.0	12660	1.3142	0.5312
0.6589	634.0	12680	1.3511	0.4562
0.6589	635.0	12700	1.3485	0.4625
0.6589	636.0	12720	1.3063	0.5
0.6589	637.0	12740	1.3262	0.475
0.6589	638.0	12760	1.3484	0.4938
0.6589	639.0	12780	1.3035	0.4875
0.6589	640.0	12800	1.3407	0.4813
0.6589	641.0	12820	1.3223	0.4938
0.6589	642.0	12840	1.3175	0.525
0.6589	643.0	12860	1.3643	0.4625
0.6589	644.0	12880	1.3467	0.4875
0.6589	645.0	12900	1.2972	0.5
0.6589	646.0	12920	1.3128	0.4938
0.6589	647.0	12940	1.2584	0.55
0.6589	648.0	12960	1.3532	0.5188
0.6589	649.0	12980	1.3304	0.5
0.6247	650.0	13000	1.2754	0.5188
0.6247	651.0	13020	1.3032	0.5437
0.6247	652.0	13040	1.3035	0.5312
0.6247	653.0	13060	1.2854	0.525
0.6247	654.0	13080	1.3248	0.4875
0.6247	655.0	13100	1.2884	0.4813
0.6247	656.0	13120	1.3079	0.4938
0.6247	657.0	13140	1.2974	0.5125
0.6247	658.0	13160	1.2979	0.5125
0.6247	659.0	13180	1.3101	0.5062
0.6247	660.0	13200	1.3081	0.5
0.6247	661.0	13220	1.3606	0.4875
0.6247	662.0	13240	1.2752	0.5563
0.6247	663.0	13260	1.2443	0.5625
0.6247	664.0	13280	1.3346	0.4875
0.6247	665.0	13300	1.2043	0.5625
0.6247	666.0	13320	1.2867	0.4875
0.6247	667.0	13340	1.3082	0.5
0.6247	668.0	13360	1.3648	0.5188
0.6247	669.0	13380	1.2744	0.5125
0.6247	670.0	13400	1.2452	0.5125
0.6247	671.0	13420	1.2823	0.5
0.6247	672.0	13440	1.3093	0.5125
0.6247	673.0	13460	1.3754	0.4938
0.6247	674.0	13480	1.3413	0.4688
0.5993	675.0	13500	1.3341	0.4625
0.5993	676.0	13520	1.2906	0.525
0.5993	677.0	13540	1.3119	0.5062
0.5993	678.0	13560	1.3415	0.4813
0.5993	679.0	13580	1.3082	0.5
0.5993	680.0	13600	1.2932	0.5312
0.5993	681.0	13620	1.2672	0.5188
0.5993	682.0	13640	1.2797	0.5125
0.5993	683.0	13660	1.2356	0.5312
0.5993	684.0	13680	1.3172	0.5
0.5993	685.0	13700	1.2969	0.5437
0.5993	686.0	13720	1.3316	0.475
0.5993	687.0	13740	1.3530	0.4625
0.5993	688.0	13760	1.2476	0.5437
0.5993	689.0	13780	1.3471	0.5062
0.5993	690.0	13800	1.3207	0.525
0.5993	691.0	13820	1.2905	0.5
0.5993	692.0	13840	1.2277	0.5375
0.5993	693.0	13860	1.2620	0.5312
0.5993	694.0	13880	1.2902	0.525
0.5993	695.0	13900	1.2927	0.5062
0.5993	696.0	13920	1.3005	0.5125
0.5993	697.0	13940	1.2722	0.5125
0.5993	698.0	13960	1.4361	0.4375
0.5993	699.0	13980	1.3325	0.4875
0.576	700.0	14000	1.3448	0.4688
0.576	701.0	14020	1.3347	0.5062
0.576	702.0	14040	1.3598	0.5
0.576	703.0	14060	1.3541	0.4813
0.576	704.0	14080	1.2408	0.5062
0.576	705.0	14100	1.3499	0.475
0.576	706.0	14120	1.3265	0.45
0.576	707.0	14140	1.2756	0.5062
0.576	708.0	14160	1.3324	0.4813
0.576	709.0	14180	1.3072	0.4875
0.576	710.0	14200	1.2447	0.5188
0.576	711.0	14220	1.3463	0.5062
0.576	712.0	14240	1.3573	0.475
0.576	713.0	14260	1.3616	0.4688
0.576	714.0	14280	1.2648	0.5437
0.576	715.0	14300	1.3533	0.5
0.576	716.0	14320	1.3224	0.4875
0.576	717.0	14340	1.2633	0.5062
0.576	718.0	14360	1.3340	0.4938
0.576	719.0	14380	1.3129	0.5312
0.576	720.0	14400	1.3004	0.5125
0.576	721.0	14420	1.3615	0.475
0.576	722.0	14440	1.3512	0.5062
0.576	723.0	14460	1.2956	0.525
0.576	724.0	14480	1.3522	0.5
0.5537	725.0	14500	1.3350	0.5062
0.5537	726.0	14520	1.3446	0.4938
0.5537	727.0	14540	1.3539	0.5062
0.5537	728.0	14560	1.3256	0.525
0.5537	729.0	14580	1.3233	0.475
0.5537	730.0	14600	1.3513	0.5
0.5537	731.0	14620	1.3180	0.5125
0.5537	732.0	14640	1.3848	0.4813
0.5537	733.0	14660	1.3244	0.4875
0.5537	734.0	14680	1.2924	0.5188
0.5537	735.0	14700	1.2813	0.4875
0.5537	736.0	14720	1.3493	0.5
0.5537	737.0	14740	1.2850	0.5312
0.5537	738.0	14760	1.3904	0.5125
0.5537	739.0	14780	1.2986	0.5188
0.5537	740.0	14800	1.3292	0.5062
0.5537	741.0	14820	1.3138	0.5125
0.5537	742.0	14840	1.3240	0.475
0.5537	743.0	14860	1.3288	0.4688
0.5537	744.0	14880	1.3290	0.5188
0.5537	745.0	14900	1.3662	0.5125
0.5537	746.0	14920	1.3504	0.4938
0.5537	747.0	14940	1.2914	0.5312
0.5537	748.0	14960	1.3464	0.475
0.5537	749.0	14980	1.3561	0.4813
0.5294	750.0	15000	1.3434	0.5125
0.5294	751.0	15020	1.4302	0.4562
0.5294	752.0	15040	1.3248	0.5125
0.5294	753.0	15060	1.3248	0.5125
0.5294	754.0	15080	1.3308	0.5375
0.5294	755.0	15100	1.3946	0.5
0.5294	756.0	15120	1.4397	0.4375
0.5294	757.0	15140	1.3823	0.4813
0.5294	758.0	15160	1.3018	0.5188
0.5294	759.0	15180	1.3330	0.5375
0.5294	760.0	15200	1.3385	0.4938
0.5294	761.0	15220	1.3248	0.4938
0.5294	762.0	15240	1.2794	0.525
0.5294	763.0	15260	1.2904	0.5125
0.5294	764.0	15280	1.3265	0.5188
0.5294	765.0	15300	1.3163	0.5188
0.5294	766.0	15320	1.3473	0.5
0.5294	767.0	15340	1.3061	0.5
0.5294	768.0	15360	1.3968	0.4813
0.5294	769.0	15380	1.3855	0.475
0.5294	770.0	15400	1.3763	0.4875
0.5294	771.0	15420	1.3754	0.4437
0.5294	772.0	15440	1.3707	0.4688
0.5294	773.0	15460	1.4068	0.4813
0.5294	774.0	15480	1.3008	0.5062
0.5186	775.0	15500	1.3429	0.4875
0.5186	776.0	15520	1.2058	0.5563
0.5186	777.0	15540	1.3625	0.4875
0.5186	778.0	15560	1.3213	0.4688
0.5186	779.0	15580	1.3350	0.5062
0.5186	780.0	15600	1.2739	0.5312
0.5186	781.0	15620	1.2801	0.5125
0.5186	782.0	15640	1.3048	0.4875
0.5186	783.0	15660	1.2901	0.5312
0.5186	784.0	15680	1.3093	0.5062
0.5186	785.0	15700	1.2931	0.5062
0.5186	786.0	15720	1.3164	0.4813
0.5186	787.0	15740	1.3310	0.5188
0.5186	788.0	15760	1.3160	0.4938
0.5186	789.0	15780	1.3739	0.475
0.5186	790.0	15800	1.3391	0.5
0.5186	791.0	15820	1.3376	0.4938
0.5186	792.0	15840	1.4375	0.4313
0.5186	793.0	15860	1.3268	0.5188
0.5186	794.0	15880	1.3147	0.5125
0.5186	795.0	15900	1.3460	0.5
0.5186	796.0	15920	1.2923	0.5062
0.5186	797.0	15940	1.2991	0.5125
0.5186	798.0	15960	1.3307	0.525
0.5186	799.0	15980	1.3394	0.5062
0.4947	800.0	16000	1.2811	0.5062
0.4947	801.0	16020	1.3949	0.4625
0.4947	802.0	16040	1.4106	0.4375
0.4947	803.0	16060	1.3262	0.4938
0.4947	804.0	16080	1.3248	0.5062
0.4947	805.0	16100	1.2709	0.5312
0.4947	806.0	16120	1.2974	0.5375
0.4947	807.0	16140	1.3104	0.5375
0.4947	808.0	16160	1.2601	0.5437
0.4947	809.0	16180	1.2655	0.4813
0.4947	810.0	16200	1.2922	0.5062
0.4947	811.0	16220	1.3207	0.5
0.4947	812.0	16240	1.2712	0.4875
0.4947	813.0	16260	1.3517	0.4813
0.4947	814.0	16280	1.3267	0.5
0.4947	815.0	16300	1.3889	0.4938
0.4947	816.0	16320	1.3924	0.5
0.4947	817.0	16340	1.3344	0.5125
0.4947	818.0	16360	1.3738	0.475
0.4947	819.0	16380	1.2914	0.55
0.4947	820.0	16400	1.3369	0.5312
0.4947	821.0	16420	1.3409	0.5375
0.4947	822.0	16440	1.3930	0.4688
0.4947	823.0	16460	1.3333	0.4813
0.4947	824.0	16480	1.3445	0.5062
0.4718	825.0	16500	1.3190	0.5312
0.4718	826.0	16520	1.3186	0.5375
0.4718	827.0	16540	1.3610	0.4625
0.4718	828.0	16560	1.3106	0.4938
0.4718	829.0	16580	1.4310	0.4437
0.4718	830.0	16600	1.3082	0.5188
0.4718	831.0	16620	1.3841	0.4875
0.4718	832.0	16640	1.4182	0.4813
0.4718	833.0	16660	1.3371	0.5125
0.4718	834.0	16680	1.3046	0.5062
0.4718	835.0	16700	1.3099	0.5125
0.4718	836.0	16720	1.3696	0.5062
0.4718	837.0	16740	1.3304	0.4875
0.4718	838.0	16760	1.2898	0.55
0.4718	839.0	16780	1.3310	0.4938
0.4718	840.0	16800	1.3072	0.5
0.4718	841.0	16820	1.2851	0.5375
0.4718	842.0	16840	1.3404	0.475
0.4718	843.0	16860	1.3778	0.5
0.4718	844.0	16880	1.3602	0.4813
0.4718	845.0	16900	1.3457	0.55
0.4718	846.0	16920	1.4227	0.4625
0.4718	847.0	16940	1.3969	0.475
0.4718	848.0	16960	1.3719	0.4813
0.4718	849.0	16980	1.3967	0.4938
0.4617	850.0	17000	1.3255	0.4938
0.4617	851.0	17020	1.3764	0.5312
0.4617	852.0	17040	1.3187	0.5062
0.4617	853.0	17060	1.3389	0.5125
0.4617	854.0	17080	1.2804	0.5375
0.4617	855.0	17100	1.3542	0.4875
0.4617	856.0	17120	1.3040	0.4875
0.4617	857.0	17140	1.3651	0.475
0.4617	858.0	17160	1.3485	0.475
0.4617	859.0	17180	1.3163	0.5188
0.4617	860.0	17200	1.3014	0.5437
0.4617	861.0	17220	1.2816	0.5437
0.4617	862.0	17240	1.2966	0.5188
0.4617	863.0	17260	1.3530	0.475
0.4617	864.0	17280	1.3758	0.4375
0.4617	865.0	17300	1.3664	0.5062
0.4617	866.0	17320	1.3368	0.5
0.4617	867.0	17340	1.4091	0.5
0.4617	868.0	17360	1.3439	0.5312
0.4617	869.0	17380	1.2499	0.525
0.4617	870.0	17400	1.3469	0.525
0.4617	871.0	17420	1.3525	0.4938
0.4617	872.0	17440	1.3385	0.4813
0.4617	873.0	17460	1.3979	0.5188
0.4617	874.0	17480	1.3768	0.5125
0.4434	875.0	17500	1.2682	0.5125
0.4434	876.0	17520	1.3168	0.5188
0.4434	877.0	17540	1.2967	0.5312
0.4434	878.0	17560	1.3301	0.4688
0.4434	879.0	17580	1.3409	0.525
0.4434	880.0	17600	1.3483	0.5188
0.4434	881.0	17620	1.4506	0.4437
0.4434	882.0	17640	1.3356	0.5375
0.4434	883.0	17660	1.3719	0.5188
0.4434	884.0	17680	1.3545	0.5125
0.4434	885.0	17700	1.3318	0.4938
0.4434	886.0	17720	1.3453	0.475
0.4434	887.0	17740	1.3097	0.5125
0.4434	888.0	17760	1.3564	0.5062
0.4434	889.0	17780	1.3002	0.525
0.4434	890.0	17800	1.3060	0.4938
0.4434	891.0	17820	1.3436	0.5
0.4434	892.0	17840	1.3259	0.5375
0.4434	893.0	17860	1.3651	0.5062
0.4434	894.0	17880	1.3443	0.5062
0.4434	895.0	17900	1.2944	0.5312
0.4434	896.0	17920	1.3400	0.5062
0.4434	897.0	17940	1.2620	0.5625
0.4434	898.0	17960	1.3480	0.4813
0.4434	899.0	17980	1.3579	0.4813
0.4291	900.0	18000	1.3011	0.5188
0.4291	901.0	18020	1.4301	0.45
0.4291	902.0	18040	1.3234	0.5062
0.4291	903.0	18060	1.3902	0.475
0.4291	904.0	18080	1.3479	0.5062
0.4291	905.0	18100	1.3450	0.5437
0.4291	906.0	18120	1.2925	0.5625
0.4291	907.0	18140	1.3148	0.4938
0.4291	908.0	18160	1.3354	0.5
0.4291	909.0	18180	1.2772	0.5625
0.4291	910.0	18200	1.3245	0.5
0.4291	911.0	18220	1.3660	0.525
0.4291	912.0	18240	1.3492	0.4875
0.4291	913.0	18260	1.3098	0.5062
0.4291	914.0	18280	1.3008	0.5125
0.4291	915.0	18300	1.2793	0.5437
0.4291	916.0	18320	1.3881	0.5062
0.4291	917.0	18340	1.3288	0.5062
0.4291	918.0	18360	1.3486	0.5062
0.4291	919.0	18380	1.4146	0.4938
0.4291	920.0	18400	1.3902	0.5062
0.4291	921.0	18420	1.4141	0.475
0.4291	922.0	18440	1.3744	0.4875
0.4291	923.0	18460	1.3035	0.5
0.4291	924.0	18480	1.3196	0.525
0.4131	925.0	18500	1.3486	0.5062
0.4131	926.0	18520	1.3279	0.5062
0.4131	927.0	18540	1.3890	0.4875
0.4131	928.0	18560	1.3690	0.475
0.4131	929.0	18580	1.3106	0.5437
0.4131	930.0	18600	1.4345	0.4625
0.4131	931.0	18620	1.3596	0.5312
0.4131	932.0	18640	1.3857	0.5062
0.4131	933.0	18660	1.3585	0.4875
0.4131	934.0	18680	1.3781	0.5125
0.4131	935.0	18700	1.3371	0.5375
0.4131	936.0	18720	1.2836	0.5625
0.4131	937.0	18740	1.3816	0.5062
0.4131	938.0	18760	1.3404	0.5062
0.4131	939.0	18780	1.3798	0.525
0.4131	940.0	18800	1.2975	0.5563
0.4131	941.0	18820	1.4068	0.5125
0.4131	942.0	18840	1.2454	0.5563
0.4131	943.0	18860	1.3920	0.4688
0.4131	944.0	18880	1.4043	0.4562
0.4131	945.0	18900	1.4798	0.4875
0.4131	946.0	18920	1.3545	0.5125
0.4131	947.0	18940	1.4454	0.4688
0.4131	948.0	18960	1.3438	0.5125
0.4131	949.0	18980	1.3395	0.5188
0.4118	950.0	19000	1.3962	0.4938
0.4118	951.0	19020	1.4163	0.4813
0.4118	952.0	19040	1.3619	0.4625
0.4118	953.0	19060	1.3562	0.4938
0.4118	954.0	19080	1.4076	0.4688
0.4118	955.0	19100	1.3647	0.5125
0.4118	956.0	19120	1.2197	0.6062
0.4118	957.0	19140	1.3545	0.525
0.4118	958.0	19160	1.3208	0.5375
0.4118	959.0	19180	1.3613	0.4938
0.4118	960.0	19200	1.4186	0.4625
0.4118	961.0	19220	1.3911	0.475
0.4118	962.0	19240	1.3046	0.5188
0.4118	963.0	19260	1.4946	0.4625
0.4118	964.0	19280	1.3376	0.525
0.4118	965.0	19300	1.2985	0.575
0.4118	966.0	19320	1.4687	0.4688
0.4118	967.0	19340	1.3920	0.5062
0.4118	968.0	19360	1.3530	0.5188
0.4118	969.0	19380	1.3651	0.5
0.4118	970.0	19400	1.3075	0.5312
0.4118	971.0	19420	1.3934	0.4875
0.4118	972.0	19440	1.4059	0.5
0.4118	973.0	19460	1.3216	0.475
0.4118	974.0	19480	1.4060	0.4875
0.389	975.0	19500	1.3715	0.5
0.389	976.0	19520	1.3340	0.5437
0.389	977.0	19540	1.3194	0.5188
0.389	978.0	19560	1.3989	0.4875
0.389	979.0	19580	1.3117	0.5312
0.389	980.0	19600	1.3618	0.5062
0.389	981.0	19620	1.4768	0.4688
0.389	982.0	19640	1.4180	0.4938
0.389	983.0	19660	1.4036	0.5062
0.389	984.0	19680	1.3403	0.5437
0.389	985.0	19700	1.4022	0.4813
0.389	986.0	19720	1.3421	0.4938
0.389	987.0	19740	1.3988	0.4938
0.389	988.0	19760	1.4211	0.45
0.389	989.0	19780	1.3171	0.5375
0.389	990.0	19800	1.3211	0.5125
0.389	991.0	19820	1.3275	0.5
0.389	992.0	19840	1.4225	0.4625
0.389	993.0	19860	1.3823	0.4875
0.389	994.0	19880	1.4464	0.4875
0.389	995.0	19900	1.3581	0.4938
0.389	996.0	19920	1.4792	0.4313
0.389	997.0	19940	1.4221	0.4688
0.389	998.0	19960	1.3317	0.5437
0.389	999.0	19980	1.3628	0.5
0.3773	1000.0	20000	1.4181	0.4938
0.3773	1001.0	20020	1.3882	0.5312
0.3773	1002.0	20040	1.4141	0.4562
0.3773	1003.0	20060	1.4038	0.4813
0.3773	1004.0	20080	1.3212	0.5687
0.3773	1005.0	20100	1.4048	0.5062
0.3773	1006.0	20120	1.4591	0.5062
0.3773	1007.0	20140	1.3579	0.5125
0.3773	1008.0	20160	1.3681	0.5
0.3773	1009.0	20180	1.3616	0.5437
0.3773	1010.0	20200	1.3624	0.4875
0.3773	1011.0	20220	1.3662	0.5062
0.3773	1012.0	20240	1.4818	0.475
0.3773	1013.0	20260	1.3481	0.5125
0.3773	1014.0	20280	1.3014	0.5437
0.3773	1015.0	20300	1.3190	0.525
0.3773	1016.0	20320	1.3832	0.4938
0.3773	1017.0	20340	1.4199	0.475
0.3773	1018.0	20360	1.3887	0.5
0.3773	1019.0	20380	1.3932	0.4875
0.3773	1020.0	20400	1.3924	0.5188
0.3773	1021.0	20420	1.3478	0.5312
0.3773	1022.0	20440	1.3848	0.5125
0.3773	1023.0	20460	1.3991	0.5375
0.3773	1024.0	20480	1.2987	0.5312
0.3712	1025.0	20500	1.3086	0.5312
0.3712	1026.0	20520	1.4272	0.5
0.3712	1027.0	20540	1.3730	0.475
0.3712	1028.0	20560	1.3770	0.5062
0.3712	1029.0	20580	1.4654	0.475
0.3712	1030.0	20600	1.4238	0.5062
0.3712	1031.0	20620	1.4792	0.4625
0.3712	1032.0	20640	1.3344	0.5188
0.3712	1033.0	20660	1.3322	0.5563
0.3712	1034.0	20680	1.3447	0.5375
0.3712	1035.0	20700	1.4399	0.4625
0.3712	1036.0	20720	1.4378	0.4562
0.3712	1037.0	20740	1.4472	0.5188
0.3712	1038.0	20760	1.2787	0.5625
0.3712	1039.0	20780	1.3667	0.4938
0.3712	1040.0	20800	1.3867	0.4625
0.3712	1041.0	20820	1.3250	0.5
0.3712	1042.0	20840	1.4041	0.4813
0.3712	1043.0	20860	1.3276	0.5437
0.3712	1044.0	20880	1.2899	0.5188
0.3712	1045.0	20900	1.4114	0.4625
0.3712	1046.0	20920	1.3681	0.5062
0.3712	1047.0	20940	1.3738	0.5563
0.3712	1048.0	20960	1.3565	0.5375
0.3712	1049.0	20980	1.4105	0.4625
0.3584	1050.0	21000	1.3205	0.55
0.3584	1051.0	21020	1.5080	0.4375
0.3584	1052.0	21040	1.3514	0.4813
0.3584	1053.0	21060	1.3686	0.475
0.3584	1054.0	21080	1.3817	0.4938
0.3584	1055.0	21100	1.3857	0.5125
0.3584	1056.0	21120	1.3084	0.5188
0.3584	1057.0	21140	1.3190	0.5563
0.3584	1058.0	21160	1.4350	0.4813
0.3584	1059.0	21180	1.3044	0.5625
0.3584	1060.0	21200	1.3815	0.4938
0.3584	1061.0	21220	1.3732	0.5188
0.3584	1062.0	21240	1.3175	0.5563
0.3584	1063.0	21260	1.2658	0.5437
0.3584	1064.0	21280	1.3472	0.4875
0.3584	1065.0	21300	1.4301	0.4625
0.3584	1066.0	21320	1.3619	0.475
0.3584	1067.0	21340	1.3619	0.5125
0.3584	1068.0	21360	1.3993	0.5125
0.3584	1069.0	21380	1.4224	0.5
0.3584	1070.0	21400	1.3944	0.5125
0.3584	1071.0	21420	1.4229	0.4938
0.3584	1072.0	21440	1.4713	0.4688
0.3584	1073.0	21460	1.4545	0.45
0.3584	1074.0	21480	1.3642	0.5312
0.3505	1075.0	21500	1.4090	0.5
0.3505	1076.0	21520	1.3690	0.5125
0.3505	1077.0	21540	1.2777	0.55
0.3505	1078.0	21560	1.3040	0.5563
0.3505	1079.0	21580	1.4517	0.4562
0.3505	1080.0	21600	1.4383	0.4875
0.3505	1081.0	21620	1.4173	0.4938
0.3505	1082.0	21640	1.4372	0.4813
0.3505	1083.0	21660	1.3728	0.475
0.3505	1084.0	21680	1.3340	0.5375
0.3505	1085.0	21700	1.4723	0.4562
0.3505	1086.0	21720	1.4362	0.4625
0.3505	1087.0	21740	1.4267	0.4375
0.3505	1088.0	21760	1.4604	0.4875
0.3505	1089.0	21780	1.2826	0.55
0.3505	1090.0	21800	1.4127	0.4938
0.3505	1091.0	21820	1.3664	0.525
0.3505	1092.0	21840	1.3221	0.4875
0.3505	1093.0	21860	1.4135	0.4813
0.3505	1094.0	21880	1.3625	0.4875
0.3505	1095.0	21900	1.3873	0.5062
0.3505	1096.0	21920	1.4004	0.5
0.3505	1097.0	21940	1.4268	0.475
0.3505	1098.0	21960	1.4805	0.4813
0.3505	1099.0	21980	1.4542	0.45
0.3476	1100.0	22000	1.4252	0.4688
0.3476	1101.0	22020	1.3678	0.525
0.3476	1102.0	22040	1.3359	0.525
0.3476	1103.0	22060	1.3804	0.5563
0.3476	1104.0	22080	1.3264	0.4938
0.3476	1105.0	22100	1.4641	0.4938
0.3476	1106.0	22120	1.3290	0.5312
0.3476	1107.0	22140	1.3950	0.5312
0.3476	1108.0	22160	1.4626	0.4813
0.3476	1109.0	22180	1.4356	0.5
0.3476	1110.0	22200	1.4076	0.525
0.3476	1111.0	22220	1.3678	0.5
0.3476	1112.0	22240	1.4537	0.475
0.3476	1113.0	22260	1.3678	0.4688
0.3476	1114.0	22280	1.4392	0.5
0.3476	1115.0	22300	1.4576	0.4813
0.3476	1116.0	22320	1.4588	0.4875
0.3476	1117.0	22340	1.3955	0.4938
0.3476	1118.0	22360	1.3751	0.5312
0.3476	1119.0	22380	1.4029	0.4875
0.3476	1120.0	22400	1.4018	0.4875
0.3476	1121.0	22420	1.4481	0.4625
0.3476	1122.0	22440	1.3728	0.475
0.3476	1123.0	22460	1.3973	0.5062
0.3476	1124.0	22480	1.4391	0.475
0.3385	1125.0	22500	1.4272	0.5125
0.3385	1126.0	22520	1.4857	0.45
0.3385	1127.0	22540	1.5194	0.475
0.3385	1128.0	22560	1.4461	0.4938
0.3385	1129.0	22580	1.4275	0.5
0.3385	1130.0	22600	1.3560	0.525
0.3385	1131.0	22620	1.4456	0.4875
0.3385	1132.0	22640	1.4478	0.4813
0.3385	1133.0	22660	1.4202	0.5125
0.3385	1134.0	22680	1.4198	0.4938
0.3385	1135.0	22700	1.3903	0.5188
0.3385	1136.0	22720	1.3970	0.4875
0.3385	1137.0	22740	1.4442	0.5062
0.3385	1138.0	22760	1.4369	0.5125
0.3385	1139.0	22780	1.4121	0.4813
0.3385	1140.0	22800	1.4603	0.475
0.3385	1141.0	22820	1.4605	0.5188
0.3385	1142.0	22840	1.4802	0.4813
0.3385	1143.0	22860	1.4595	0.4688
0.3385	1144.0	22880	1.3355	0.5437
0.3385	1145.0	22900	1.4476	0.5
0.3385	1146.0	22920	1.3267	0.525
0.3385	1147.0	22940	1.4033	0.5312
0.3385	1148.0	22960	1.3335	0.4938
0.3385	1149.0	22980	1.4066	0.5125
0.3268	1150.0	23000	1.3459	0.525
0.3268	1151.0	23020	1.4167	0.5125
0.3268	1152.0	23040	1.3946	0.5
0.3268	1153.0	23060	1.3246	0.5188
0.3268	1154.0	23080	1.4830	0.45
0.3268	1155.0	23100	1.4584	0.4813
0.3268	1156.0	23120	1.3686	0.4938
0.3268	1157.0	23140	1.4520	0.4688
0.3268	1158.0	23160	1.3760	0.4875
0.3268	1159.0	23180	1.4544	0.4875
0.3268	1160.0	23200	1.4163	0.475
0.3268	1161.0	23220	1.4008	0.5062
0.3268	1162.0	23240	1.4177	0.4938
0.3268	1163.0	23260	1.3883	0.45
0.3268	1164.0	23280	1.4449	0.4813
0.3268	1165.0	23300	1.4226	0.4938
0.3268	1166.0	23320	1.4086	0.4625
0.3268	1167.0	23340	1.3630	0.5125
0.3268	1168.0	23360	1.3989	0.5188
0.3268	1169.0	23380	1.4102	0.4813
0.3268	1170.0	23400	1.4742	0.4875
0.3268	1171.0	23420	1.4955	0.4813
0.3268	1172.0	23440	1.3759	0.5188
0.3268	1173.0	23460	1.5161	0.4375
0.3268	1174.0	23480	1.3576	0.5062
0.3287	1175.0	23500	1.4231	0.5
0.3287	1176.0	23520	1.4011	0.5125
0.3287	1177.0	23540	1.3886	0.5188
0.3287	1178.0	23560	1.3490	0.5188
0.3287	1179.0	23580	1.3957	0.525
0.3287	1180.0	23600	1.3655	0.525
0.3287	1181.0	23620	1.4315	0.5
0.3287	1182.0	23640	1.4145	0.4875
0.3287	1183.0	23660	1.4490	0.4875
0.3287	1184.0	23680	1.3853	0.5312
0.3287	1185.0	23700	1.3774	0.5125
0.3287	1186.0	23720	1.3916	0.5125
0.3287	1187.0	23740	1.3825	0.5062
0.3287	1188.0	23760	1.3258	0.4875
0.3287	1189.0	23780	1.4783	0.4562
0.3287	1190.0	23800	1.4348	0.4938
0.3287	1191.0	23820	1.3773	0.5125
0.3287	1192.0	23840	1.4620	0.475
0.3287	1193.0	23860	1.3810	0.5
0.3287	1194.0	23880	1.3112	0.525
0.3287	1195.0	23900	1.4155	0.5125
0.3287	1196.0	23920	1.4429	0.4813
0.3287	1197.0	23940	1.3498	0.5188
0.3287	1198.0	23960	1.4635	0.45
0.3287	1199.0	23980	1.4369	0.5
0.3201	1200.0	24000	1.4041	0.4938
0.3201	1201.0	24020	1.3298	0.5312
0.3201	1202.0	24040	1.4084	0.5
0.3201	1203.0	24060	1.3808	0.5
0.3201	1204.0	24080	1.4122	0.5312
0.3201	1205.0	24100	1.3964	0.5125
0.3201	1206.0	24120	1.3720	0.5312
0.3201	1207.0	24140	1.4992	0.4625
0.3201	1208.0	24160	1.6059	0.4062
0.3201	1209.0	24180	1.4385	0.4562
0.3201	1210.0	24200	1.4335	0.5125
0.3201	1211.0	24220	1.4089	0.4938
0.3201	1212.0	24240	1.3790	0.5
0.3201	1213.0	24260	1.4414	0.475
0.3201	1214.0	24280	1.4158	0.5
0.3201	1215.0	24300	1.3764	0.5062
0.3201	1216.0	24320	1.4014	0.5125
0.3201	1217.0	24340	1.3741	0.5375
0.3201	1218.0	24360	1.3750	0.4938
0.3201	1219.0	24380	1.3031	0.5687
0.3201	1220.0	24400	1.3940	0.5125
0.3201	1221.0	24420	1.3977	0.5
0.3201	1222.0	24440	1.4268	0.5312
0.3201	1223.0	24460	1.5672	0.4375
0.3201	1224.0	24480	1.3758	0.5
0.3164	1225.0	24500	1.4140	0.4875
0.3164	1226.0	24520	1.3729	0.5188
0.3164	1227.0	24540	1.3847	0.4938
0.3164	1228.0	24560	1.4774	0.4875
0.3164	1229.0	24580	1.5155	0.4688
0.3164	1230.0	24600	1.3858	0.5
0.3164	1231.0	24620	1.3414	0.55
0.3164	1232.0	24640	1.4706	0.475
0.3164	1233.0	24660	1.4265	0.5062
0.3164	1234.0	24680	1.4485	0.4875
0.3164	1235.0	24700	1.4005	0.5
0.3164	1236.0	24720	1.4090	0.5
0.3164	1237.0	24740	1.3930	0.4875
0.3164	1238.0	24760	1.3838	0.5188
0.3164	1239.0	24780	1.5145	0.4813
0.3164	1240.0	24800	1.4105	0.4813
0.3164	1241.0	24820	1.3440	0.4938
0.3164	1242.0	24840	1.3532	0.5437
0.3164	1243.0	24860	1.3607	0.5
0.3164	1244.0	24880	1.3491	0.4938
0.3164	1245.0	24900	1.4692	0.475
0.3164	1246.0	24920	1.3448	0.5
0.3164	1247.0	24940	1.3950	0.5062
0.3164	1248.0	24960	1.4520	0.4938
0.3164	1249.0	24980	1.5249	0.5
0.3076	1250.0	25000	1.3382	0.5375
0.3076	1251.0	25020	1.4296	0.4625
0.3076	1252.0	25040	1.3729	0.5188
0.3076	1253.0	25060	1.5224	0.4625
0.3076	1254.0	25080	1.2983	0.5437
0.3076	1255.0	25100	1.4082	0.5062
0.3076	1256.0	25120	1.4239	0.5312
0.3076	1257.0	25140	1.4802	0.4688
0.3076	1258.0	25160	1.4792	0.4875
0.3076	1259.0	25180	1.3430	0.5375
0.3076	1260.0	25200	1.3697	0.4938
0.3076	1261.0	25220	1.3201	0.5125
0.3076	1262.0	25240	1.3493	0.5188
0.3076	1263.0	25260	1.4528	0.4688
0.3076	1264.0	25280	1.3318	0.525
0.3076	1265.0	25300	1.3760	0.5188
0.3076	1266.0	25320	1.4779	0.4688
0.3076	1267.0	25340	1.4093	0.475
0.3076	1268.0	25360	1.4274	0.4813
0.3076	1269.0	25380	1.3919	0.475
0.3076	1270.0	25400	1.4197	0.5
0.3076	1271.0	25420	1.3656	0.5
0.3076	1272.0	25440	1.4491	0.4813
0.3076	1273.0	25460	1.3948	0.5
0.3076	1274.0	25480	1.3920	0.525
0.3082	1275.0	25500	1.3472	0.4875
0.3082	1276.0	25520	1.5085	0.4875
0.3082	1277.0	25540	1.3652	0.5312
0.3082	1278.0	25560	1.3947	0.5125
0.3082	1279.0	25580	1.3934	0.5188
0.3082	1280.0	25600	1.5537	0.4938
0.3082	1281.0	25620	1.3661	0.5062
0.3082	1282.0	25640	1.4507	0.4875
0.3082	1283.0	25660	1.4415	0.5125
0.3082	1284.0	25680	1.4418	0.5188
0.3082	1285.0	25700	1.5535	0.4688
0.3082	1286.0	25720	1.4261	0.5188
0.3082	1287.0	25740	1.3910	0.5
0.3082	1288.0	25760	1.4829	0.475
0.3082	1289.0	25780	1.4284	0.4938
0.3082	1290.0	25800	1.5268	0.4688
0.3082	1291.0	25820	1.4723	0.4813
0.3082	1292.0	25840	1.4140	0.5125
0.3082	1293.0	25860	1.4074	0.525
0.3082	1294.0	25880	1.3843	0.5188
0.3082	1295.0	25900	1.4371	0.5
0.3082	1296.0	25920	1.4466	0.5125
0.3082	1297.0	25940	1.4741	0.4875
0.3082	1298.0	25960	1.4166	0.4938
0.3082	1299.0	25980	1.4010	0.4688
0.3012	1300.0	26000	1.3630	0.525
0.3012	1301.0	26020	1.5302	0.4688
0.3012	1302.0	26040	1.4860	0.4688
0.3012	1303.0	26060	1.4784	0.475
0.3012	1304.0	26080	1.4003	0.5312
0.3012	1305.0	26100	1.3953	0.5312
0.3012	1306.0	26120	1.3881	0.525
0.3012	1307.0	26140	1.4845	0.4688
0.3012	1308.0	26160	1.4244	0.4938
0.3012	1309.0	26180	1.3334	0.5563
0.3012	1310.0	26200	1.4507	0.5125
0.3012	1311.0	26220	1.5152	0.4875
0.3012	1312.0	26240	1.4418	0.4938
0.3012	1313.0	26260	1.4376	0.4562
0.3012	1314.0	26280	1.4452	0.4875
0.3012	1315.0	26300	1.5565	0.4625
0.3012	1316.0	26320	1.4261	0.5
0.3012	1317.0	26340	1.4312	0.5125
0.3012	1318.0	26360	1.4920	0.4813
0.3012	1319.0	26380	1.3139	0.5312
0.3012	1320.0	26400	1.3646	0.525
0.3012	1321.0	26420	1.4379	0.4688
0.3012	1322.0	26440	1.4381	0.4938
0.3012	1323.0	26460	1.3807	0.5
0.3012	1324.0	26480	1.4444	0.5188
0.2976	1325.0	26500	1.3924	0.55
0.2976	1326.0	26520	1.4249	0.55
0.2976	1327.0	26540	1.4551	0.4875
0.2976	1328.0	26560	1.4917	0.4625
0.2976	1329.0	26580	1.3918	0.5062
0.2976	1330.0	26600	1.4366	0.4562
0.2976	1331.0	26620	1.4795	0.45
0.2976	1332.0	26640	1.4213	0.4875
0.2976	1333.0	26660	1.4253	0.525
0.2976	1334.0	26680	1.4548	0.4813
0.2976	1335.0	26700	1.3806	0.525
0.2976	1336.0	26720	1.3641	0.4875
0.2976	1337.0	26740	1.4808	0.4625
0.2976	1338.0	26760	1.4172	0.5125
0.2976	1339.0	26780	1.4479	0.4875
0.2976	1340.0	26800	1.4552	0.525
0.2976	1341.0	26820	1.5278	0.4688
0.2976	1342.0	26840	1.2895	0.5312
0.2976	1343.0	26860	1.3676	0.525
0.2976	1344.0	26880	1.3360	0.5312
0.2976	1345.0	26900	1.4753	0.4875
0.2976	1346.0	26920	1.4449	0.5188
0.2976	1347.0	26940	1.3456	0.55
0.2976	1348.0	26960	1.3685	0.5
0.2976	1349.0	26980	1.4757	0.4688
0.298	1350.0	27000	1.3915	0.5188
0.298	1351.0	27020	1.3821	0.5125
0.298	1352.0	27040	1.4777	0.4875
0.298	1353.0	27060	1.4521	0.4875
0.298	1354.0	27080	1.4116	0.5188
0.298	1355.0	27100	1.4196	0.5125
0.298	1356.0	27120	1.5017	0.4813
0.298	1357.0	27140	1.4737	0.525
0.298	1358.0	27160	1.4399	0.4813
0.298	1359.0	27180	1.5158	0.475
0.298	1360.0	27200	1.5428	0.4625
0.298	1361.0	27220	1.4197	0.5125
0.298	1362.0	27240	1.3748	0.5125
0.298	1363.0	27260	1.4444	0.5062
0.298	1364.0	27280	1.4904	0.4813
0.298	1365.0	27300	1.4187	0.5375
0.298	1366.0	27320	1.4184	0.5062
0.298	1367.0	27340	1.4463	0.4875
0.298	1368.0	27360	1.3811	0.5375
0.298	1369.0	27380	1.4925	0.4875
0.298	1370.0	27400	1.4370	0.5
0.298	1371.0	27420	1.4811	0.4625
0.298	1372.0	27440	1.3325	0.5437
0.298	1373.0	27460	1.4219	0.475
0.298	1374.0	27480	1.4964	0.5
0.2879	1375.0	27500	1.3878	0.5188
0.2879	1376.0	27520	1.4915	0.4875
0.2879	1377.0	27540	1.5125	0.5
0.2879	1378.0	27560	1.4026	0.4875
0.2879	1379.0	27580	1.3994	0.525
0.2879	1380.0	27600	1.4881	0.475
0.2879	1381.0	27620	1.4140	0.5062
0.2879	1382.0	27640	1.3100	0.525
0.2879	1383.0	27660	1.4590	0.4688
0.2879	1384.0	27680	1.5164	0.4437
0.2879	1385.0	27700	1.3868	0.5188
0.2879	1386.0	27720	1.4737	0.5
0.2879	1387.0	27740	1.3831	0.4938
0.2879	1388.0	27760	1.4388	0.4938
0.2879	1389.0	27780	1.4303	0.5312
0.2879	1390.0	27800	1.3663	0.5125
0.2879	1391.0	27820	1.5046	0.4875
0.2879	1392.0	27840	1.5045	0.475
0.2879	1393.0	27860	1.4811	0.5062
0.2879	1394.0	27880	1.3991	0.5312
0.2879	1395.0	27900	1.4144	0.5312
0.2879	1396.0	27920	1.3650	0.5312
0.2879	1397.0	27940	1.4004	0.5312
0.2879	1398.0	27960	1.3617	0.5312
0.2879	1399.0	27980	1.3955	0.5312
0.284	1400.0	28000	1.3588	0.5375
0.284	1401.0	28020	1.4408	0.4688
0.284	1402.0	28040	1.4572	0.4875
0.284	1403.0	28060	1.5793	0.4375
0.284	1404.0	28080	1.5194	0.4938
0.284	1405.0	28100	1.4610	0.4938
0.284	1406.0	28120	1.4934	0.5188
0.284	1407.0	28140	1.4602	0.4562
0.284	1408.0	28160	1.4116	0.5125
0.284	1409.0	28180	1.4497	0.475
0.284	1410.0	28200	1.4660	0.4875
0.284	1411.0	28220	1.3609	0.5375
0.284	1412.0	28240	1.4792	0.4875
0.284	1413.0	28260	1.4837	0.4688
0.284	1414.0	28280	1.4485	0.5188
0.284	1415.0	28300	1.3673	0.5312
0.284	1416.0	28320	1.4153	0.4813
0.284	1417.0	28340	1.4943	0.4813
0.284	1418.0	28360	1.5884	0.4625
0.284	1419.0	28380	1.4184	0.5188
0.284	1420.0	28400	1.4645	0.4875
0.284	1421.0	28420	1.5091	0.4437
0.284	1422.0	28440	1.3396	0.525
0.284	1423.0	28460	1.4418	0.5
0.284	1424.0	28480	1.4271	0.5312
0.2825	1425.0	28500	1.4775	0.4813
0.2825	1426.0	28520	1.4608	0.5062
0.2825	1427.0	28540	1.4584	0.4938
0.2825	1428.0	28560	1.4566	0.5188
0.2825	1429.0	28580	1.3907	0.5563
0.2825	1430.0	28600	1.4759	0.4813
0.2825	1431.0	28620	1.4544	0.4938
0.2825	1432.0	28640	1.4430	0.5
0.2825	1433.0	28660	1.5165	0.4688
0.2825	1434.0	28680	1.4704	0.4813
0.2825	1435.0	28700	1.3989	0.4875
0.2825	1436.0	28720	1.4311	0.5125
0.2825	1437.0	28740	1.3625	0.55
0.2825	1438.0	28760	1.4692	0.5125
0.2825	1439.0	28780	1.5038	0.475
0.2825	1440.0	28800	1.3972	0.5
0.2825	1441.0	28820	1.4258	0.5062
0.2825	1442.0	28840	1.4703	0.5062
0.2825	1443.0	28860	1.4151	0.5188
0.2825	1444.0	28880	1.5264	0.4688
0.2825	1445.0	28900	1.5765	0.4375
0.2825	1446.0	28920	1.4814	0.4688
0.2825	1447.0	28940	1.4997	0.4625
0.2825	1448.0	28960	1.4238	0.5188
0.2825	1449.0	28980	1.5373	0.4875
0.2743	1450.0	29000	1.4053	0.525
0.2743	1451.0	29020	1.4369	0.5125
0.2743	1452.0	29040	1.4204	0.5062
0.2743	1453.0	29060	1.4546	0.4813
0.2743	1454.0	29080	1.4420	0.5125
0.2743	1455.0	29100	1.4359	0.5062
0.2743	1456.0	29120	1.4291	0.5125
0.2743	1457.0	29140	1.5045	0.4875
0.2743	1458.0	29160	1.4566	0.4938
0.2743	1459.0	29180	1.4604	0.4938
0.2743	1460.0	29200	1.3180	0.5375
0.2743	1461.0	29220	1.4741	0.5
0.2743	1462.0	29240	1.4135	0.4875
0.2743	1463.0	29260	1.4657	0.4875
0.2743	1464.0	29280	1.4154	0.4688
0.2743	1465.0	29300	1.4170	0.525
0.2743	1466.0	29320	1.4450	0.5312
0.2743	1467.0	29340	1.5276	0.4625
0.2743	1468.0	29360	1.3992	0.5062
0.2743	1469.0	29380	1.5054	0.4813
0.2743	1470.0	29400	1.4894	0.4562
0.2743	1471.0	29420	1.5172	0.4625
0.2743	1472.0	29440	1.4878	0.4813
0.2743	1473.0	29460	1.4720	0.4938
0.2743	1474.0	29480	1.4639	0.5062
0.2785	1475.0	29500	1.4667	0.4938
0.2785	1476.0	29520	1.4408	0.5125
0.2785	1477.0	29540	1.4771	0.5062
0.2785	1478.0	29560	1.3936	0.5375
0.2785	1479.0	29580	1.4308	0.475
0.2785	1480.0	29600	1.5399	0.4437
0.2785	1481.0	29620	1.5077	0.5062
0.2785	1482.0	29640	1.5083	0.5062
0.2785	1483.0	29660	1.5410	0.4625
0.2785	1484.0	29680	1.4391	0.5125
0.2785	1485.0	29700	1.5085	0.4875
0.2785	1486.0	29720	1.3403	0.5312
0.2785	1487.0	29740	1.4827	0.5062
0.2785	1488.0	29760	1.3823	0.4938
0.2785	1489.0	29780	1.3906	0.5563
0.2785	1490.0	29800	1.4016	0.5188
0.2785	1491.0	29820	1.3938	0.5375
0.2785	1492.0	29840	1.4321	0.5125
0.2785	1493.0	29860	1.5029	0.475
0.2785	1494.0	29880	1.4466	0.5
0.2785	1495.0	29900	1.4355	0.4938
0.2785	1496.0	29920	1.4482	0.5125
0.2785	1497.0	29940	1.4275	0.5188
0.2785	1498.0	29960	1.5046	0.475
0.2785	1499.0	29980	1.4453	0.5125
0.2766	1500.0	30000	1.3290	0.5437
0.2766	1501.0	30020	1.4743	0.475
0.2766	1502.0	30040	1.5197	0.4625
0.2766	1503.0	30060	1.4305	0.5625
0.2766	1504.0	30080	1.4716	0.4813
0.2766	1505.0	30100	1.4003	0.5625
0.2766	1506.0	30120	1.4396	0.4875
0.2766	1507.0	30140	1.4425	0.4813
0.2766	1508.0	30160	1.4472	0.4938
0.2766	1509.0	30180	1.5083	0.475
0.2766	1510.0	30200	1.3383	0.5312
0.2766	1511.0	30220	1.3624	0.5312
0.2766	1512.0	30240	1.4646	0.4813
0.2766	1513.0	30260	1.3511	0.5563
0.2766	1514.0	30280	1.4240	0.5188
0.2766	1515.0	30300	1.4329	0.4688
0.2766	1516.0	30320	1.4613	0.5188
0.2766	1517.0	30340	1.4115	0.5188
0.2766	1518.0	30360	1.4163	0.4938
0.2766	1519.0	30380	1.4269	0.5
0.2766	1520.0	30400	1.3476	0.5125
0.2766	1521.0	30420	1.4298	0.5
0.2766	1522.0	30440	1.5222	0.4875
0.2766	1523.0	30460	1.4276	0.4938
0.2766	1524.0	30480	1.3477	0.5312
0.2758	1525.0	30500	1.3653	0.55
0.2758	1526.0	30520	1.4004	0.5312
0.2758	1527.0	30540	1.3683	0.5125
0.2758	1528.0	30560	1.4337	0.4938
0.2758	1529.0	30580	1.5037	0.5062
0.2758	1530.0	30600	1.5474	0.45
0.2758	1531.0	30620	1.4607	0.4938
0.2758	1532.0	30640	1.4329	0.525
0.2758	1533.0	30660	1.3821	0.5437
0.2758	1534.0	30680	1.5021	0.4875
0.2758	1535.0	30700	1.4299	0.525
0.2758	1536.0	30720	1.4694	0.4625
0.2758	1537.0	30740	1.4684	0.4938
0.2758	1538.0	30760	1.5205	0.4562
0.2758	1539.0	30780	1.3924	0.5188
0.2758	1540.0	30800	1.3302	0.5813
0.2758	1541.0	30820	1.3970	0.525
0.2758	1542.0	30840	1.5024	0.4375
0.2758	1543.0	30860	1.4066	0.5062
0.2758	1544.0	30880	1.4827	0.5
0.2758	1545.0	30900	1.4724	0.5062
0.2758	1546.0	30920	1.3244	0.5437
0.2758	1547.0	30940	1.3774	0.4875
0.2758	1548.0	30960	1.5300	0.4813
0.2758	1549.0	30980	1.4806	0.5062
0.2756	1550.0	31000	1.4364	0.5
0.2756	1551.0	31020	1.4185	0.5062
0.2756	1552.0	31040	1.3730	0.5188
0.2756	1553.0	31060	1.4082	0.5125
0.2756	1554.0	31080	1.3745	0.5312
0.2756	1555.0	31100	1.4724	0.4437
0.2756	1556.0	31120	1.4691	0.4875
0.2756	1557.0	31140	1.3968	0.5
0.2756	1558.0	31160	1.5222	0.45
0.2756	1559.0	31180	1.5239	0.5125
0.2756	1560.0	31200	1.5163	0.4375
0.2756	1561.0	31220	1.2894	0.5813
0.2756	1562.0	31240	1.4202	0.5188
0.2756	1563.0	31260	1.3790	0.5
0.2756	1564.0	31280	1.4284	0.5
0.2756	1565.0	31300	1.4031	0.5312
0.2756	1566.0	31320	1.4602	0.5
0.2756	1567.0	31340	1.4664	0.4813
0.2756	1568.0	31360	1.4801	0.4875
0.2756	1569.0	31380	1.5429	0.475
0.2756	1570.0	31400	1.4366	0.4938
0.2756	1571.0	31420	1.3814	0.525
0.2756	1572.0	31440	1.5086	0.4875
0.2756	1573.0	31460	1.4827	0.4938
0.2756	1574.0	31480	1.4607	0.4938
0.2718	1575.0	31500	1.4662	0.4813
0.2718	1576.0	31520	1.5976	0.4562
0.2718	1577.0	31540	1.3768	0.5563
0.2718	1578.0	31560	1.4911	0.4938
0.2718	1579.0	31580	1.4469	0.5188
0.2718	1580.0	31600	1.4668	0.5
0.2718	1581.0	31620	1.4473	0.5188
0.2718	1582.0	31640	1.4289	0.5437
0.2718	1583.0	31660	1.4512	0.5188
0.2718	1584.0	31680	1.5670	0.4375
0.2718	1585.0	31700	1.3894	0.525
0.2718	1586.0	31720	1.4387	0.5
0.2718	1587.0	31740	1.4963	0.4938
0.2718	1588.0	31760	1.3965	0.5312
0.2718	1589.0	31780	1.4742	0.5
0.2718	1590.0	31800	1.4714	0.4813
0.2718	1591.0	31820	1.4471	0.4813
0.2718	1592.0	31840	1.4259	0.5
0.2718	1593.0	31860	1.5475	0.5
0.2718	1594.0	31880	1.4578	0.5062
0.2718	1595.0	31900	1.4545	0.4938
0.2718	1596.0	31920	1.5368	0.4688
0.2718	1597.0	31940	1.4596	0.4813
0.2718	1598.0	31960	1.4468	0.5375
0.2718	1599.0	31980	1.4371	0.5125
0.2719	1600.0	32000	1.4436	0.525
0.2719	1601.0	32020	1.5506	0.4375
0.2719	1602.0	32040	1.5337	0.4562
0.2719	1603.0	32060	1.4638	0.4625
0.2719	1604.0	32080	1.3749	0.5188
0.2719	1605.0	32100	1.3935	0.5188
0.2719	1606.0	32120	1.4744	0.4875
0.2719	1607.0	32140	1.4828	0.475
0.2719	1608.0	32160	1.4926	0.4688
0.2719	1609.0	32180	1.5197	0.4875
0.2719	1610.0	32200	1.4079	0.525
0.2719	1611.0	32220	1.4185	0.5062
0.2719	1612.0	32240	1.4210	0.5062
0.2719	1613.0	32260	1.4585	0.4875
0.2719	1614.0	32280	1.4763	0.475
0.2719	1615.0	32300	1.5101	0.475
0.2719	1616.0	32320	1.4968	0.4938
0.2719	1617.0	32340	1.5228	0.4562
0.2719	1618.0	32360	1.3589	0.5188
0.2719	1619.0	32380	1.3532	0.5188
0.2719	1620.0	32400	1.4536	0.5062
0.2719	1621.0	32420	1.4180	0.475
0.2719	1622.0	32440	1.4507	0.5188
0.2719	1623.0	32460	1.3285	0.5563
0.2719	1624.0	32480	1.2809	0.5375
0.2699	1625.0	32500	1.4344	0.525
0.2699	1626.0	32520	1.4535	0.5
0.2699	1627.0	32540	1.5542	0.475
0.2699	1628.0	32560	1.5891	0.4375
0.2699	1629.0	32580	1.5430	0.4625
0.2699	1630.0	32600	1.4423	0.475
0.2699	1631.0	32620	1.4449	0.4875
0.2699	1632.0	32640	1.3946	0.5437
0.2699	1633.0	32660	1.3262	0.55
0.2699	1634.0	32680	1.3367	0.55
0.2699	1635.0	32700	1.4468	0.45
0.2699	1636.0	32720	1.4302	0.5125
0.2699	1637.0	32740	1.5481	0.4625
0.2699	1638.0	32760	1.3970	0.5062
0.2699	1639.0	32780	1.5247	0.4625
0.2699	1640.0	32800	1.3148	0.5375
0.2699	1641.0	32820	1.4591	0.4938
0.2699	1642.0	32840	1.4126	0.5563
0.2699	1643.0	32860	1.4827	0.5
0.2699	1644.0	32880	1.4025	0.5312
0.2699	1645.0	32900	1.4529	0.525
0.2699	1646.0	32920	1.4559	0.475
0.2699	1647.0	32940	1.5547	0.4375
0.2699	1648.0	32960	1.4492	0.4938
0.2699	1649.0	32980	1.5228	0.45
0.2612	1650.0	33000	1.4569	0.4938
0.2612	1651.0	33020	1.4739	0.5062
0.2612	1652.0	33040	1.3789	0.4875
0.2612	1653.0	33060	1.4642	0.4938
0.2612	1654.0	33080	1.4544	0.5062
0.2612	1655.0	33100	1.4793	0.475
0.2612	1656.0	33120	1.3544	0.5625
0.2612	1657.0	33140	1.4798	0.5125
0.2612	1658.0	33160	1.5018	0.4813
0.2612	1659.0	33180	1.5245	0.4313
0.2612	1660.0	33200	1.4227	0.5062
0.2612	1661.0	33220	1.3944	0.4938
0.2612	1662.0	33240	1.4664	0.5125
0.2612	1663.0	33260	1.5123	0.5062
0.2612	1664.0	33280	1.4851	0.475
0.2612	1665.0	33300	1.5370	0.4875
0.2612	1666.0	33320	1.4442	0.5062
0.2612	1667.0	33340	1.3614	0.55
0.2612	1668.0	33360	1.5381	0.4688
0.2612	1669.0	33380	1.4347	0.5188
0.2612	1670.0	33400	1.4191	0.5375
0.2612	1671.0	33420	1.4999	0.4625
0.2612	1672.0	33440	1.4596	0.5125
0.2612	1673.0	33460	1.3416	0.5375
0.2612	1674.0	33480	1.4813	0.525
0.2666	1675.0	33500	1.4499	0.5062
0.2666	1676.0	33520	1.4462	0.5188
0.2666	1677.0	33540	1.4109	0.5312
0.2666	1678.0	33560	1.4430	0.4688
0.2666	1679.0	33580	1.5119	0.475
0.2666	1680.0	33600	1.5080	0.5
0.2666	1681.0	33620	1.4745	0.5125
0.2666	1682.0	33640	1.4799	0.4938
0.2666	1683.0	33660	1.4436	0.5062
0.2666	1684.0	33680	1.3928	0.5125
0.2666	1685.0	33700	1.4427	0.5062
0.2666	1686.0	33720	1.3572	0.55
0.2666	1687.0	33740	1.4141	0.5062
0.2666	1688.0	33760	1.4079	0.5
0.2666	1689.0	33780	1.3888	0.4938
0.2666	1690.0	33800	1.4878	0.4625
0.2666	1691.0	33820	1.4618	0.4938
0.2666	1692.0	33840	1.5789	0.475
0.2666	1693.0	33860	1.4814	0.4562
0.2666	1694.0	33880	1.4810	0.5437
0.2666	1695.0	33900	1.5088	0.4875
0.2666	1696.0	33920	1.4263	0.5062
0.2666	1697.0	33940	1.5221	0.4437
0.2666	1698.0	33960	1.3571	0.5125
0.2666	1699.0	33980	1.3727	0.5437
0.2654	1700.0	34000	1.4273	0.5062
0.2654	1701.0	34020	1.5031	0.4688
0.2654	1702.0	34040	1.5287	0.4938
0.2654	1703.0	34060	1.4249	0.4875
0.2654	1704.0	34080	1.4168	0.5125
0.2654	1705.0	34100	1.4947	0.475
0.2654	1706.0	34120	1.5093	0.4813
0.2654	1707.0	34140	1.4478	0.525
0.2654	1708.0	34160	1.3681	0.5375
0.2654	1709.0	34180	1.4784	0.475
0.2654	1710.0	34200	1.4736	0.4813
0.2654	1711.0	34220	1.4512	0.5125
0.2654	1712.0	34240	1.4901	0.5125
0.2654	1713.0	34260	1.3999	0.5188
0.2654	1714.0	34280	1.5042	0.4875
0.2654	1715.0	34300	1.4943	0.475
0.2654	1716.0	34320	1.4266	0.5
0.2654	1717.0	34340	1.4092	0.4938
0.2654	1718.0	34360	1.4771	0.5188
0.2654	1719.0	34380	1.4573	0.5
0.2654	1720.0	34400	1.4646	0.5
0.2654	1721.0	34420	1.4718	0.5188
0.2654	1722.0	34440	1.3844	0.4938
0.2654	1723.0	34460	1.5301	0.4813
0.2654	1724.0	34480	1.6132	0.4375
0.2679	1725.0	34500	1.4244	0.4938
0.2679	1726.0	34520	1.4837	0.5188
0.2679	1727.0	34540	1.5501	0.4875
0.2679	1728.0	34560	1.4302	0.5125
0.2679	1729.0	34580	1.3363	0.5563
0.2679	1730.0	34600	1.5036	0.475
0.2679	1731.0	34620	1.4386	0.4875
0.2679	1732.0	34640	1.4130	0.4875
0.2679	1733.0	34660	1.4120	0.5062
0.2679	1734.0	34680	1.5886	0.4375
0.2679	1735.0	34700	1.3803	0.5188
0.2679	1736.0	34720	1.4227	0.4813
0.2679	1737.0	34740	1.4488	0.4938
0.2679	1738.0	34760	1.4735	0.5
0.2679	1739.0	34780	1.5467	0.4688
0.2679	1740.0	34800	1.4766	0.4938
0.2679	1741.0	34820	1.4444	0.5062
0.2679	1742.0	34840	1.3931	0.5437
0.2679	1743.0	34860	1.4914	0.4813
0.2679	1744.0	34880	1.4425	0.5125
0.2679	1745.0	34900	1.4441	0.4938
0.2679	1746.0	34920	1.4857	0.4813
0.2679	1747.0	34940	1.4785	0.5062
0.2679	1748.0	34960	1.4310	0.5375
0.2679	1749.0	34980	1.5680	0.4562
0.2638	1750.0	35000	1.3888	0.5062

Framework versions

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