Emotion-Image-Classification-V4

jhoppanne/Emotion-Image-Classification-V4

Emotion-Image-Classification-V4 is a image classification model from jhoppanne. Use it when you need a label for an image. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Image Classification
Library: transformers
License: apache-2.0
Model type: vit
Access: Public
Created: Jun 2, 2024
Updated: Jun 2, 2024
SHA: 1c5dee2b

Base models

google/vit-base-patch16-224-in21k

Datasets

imagefolder

Model card

From the Hugging Face model README

Emotion-Image-Classification-V4

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: 1.1652
Accuracy: 0.6188

Model description

PLEASE USE V3, this version is actually a failed experimentation.

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
lr_scheduler_warmup_steps: 500
num_epochs: 2000
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	1.0	20	2.0121	0.2562
No log	2.0	40	2.0015	0.3
No log	3.0	60	1.9788	0.3438
No log	4.0	80	1.9367	0.3625
No log	5.0	100	1.8728	0.3875
No log	6.0	120	1.7775	0.4
No log	7.0	140	1.6791	0.45
No log	8.0	160	1.6020	0.4625
No log	9.0	180	1.5219	0.4813
No log	10.0	200	1.4615	0.4938
No log	11.0	220	1.4289	0.4938
No log	12.0	240	1.3589	0.5437
No log	13.0	260	1.3469	0.5125
No log	14.0	280	1.3180	0.5375
No log	15.0	300	1.2856	0.5625
No log	16.0	320	1.2905	0.55
No log	17.0	340	1.2454	0.5813
No log	18.0	360	1.2209	0.5375
No log	19.0	380	1.1929	0.5687
No log	20.0	400	1.2065	0.6062
No log	21.0	420	1.1705	0.5938
No log	22.0	440	1.2369	0.575
No log	23.0	460	1.1789	0.5938
No log	24.0	480	1.2884	0.5437
1.2763	25.0	500	1.2247	0.5813
1.2763	26.0	520	1.3054	0.5375
1.2763	27.0	540	1.2354	0.5687
1.2763	28.0	560	1.2128	0.5938
1.2763	29.0	580	1.3259	0.55
1.2763	30.0	600	1.3726	0.5188
1.2763	31.0	620	1.2024	0.575
1.2763	32.0	640	1.3656	0.5437
1.2763	33.0	660	1.1535	0.625
1.2763	34.0	680	1.4944	0.4938
1.2763	35.0	700	1.4581	0.5188
1.2763	36.0	720	1.3489	0.5437
1.2763	37.0	740	1.3646	0.5687
1.2763	38.0	760	1.4861	0.5312
1.2763	39.0	780	1.2289	0.5938
1.2763	40.0	800	1.4200	0.5563
1.2763	41.0	820	1.4647	0.5312
1.2763	42.0	840	1.4092	0.5563
1.2763	43.0	860	1.5123	0.5125
1.2763	44.0	880	1.5172	0.5125
1.2763	45.0	900	1.3928	0.55
1.2763	46.0	920	1.4751	0.55
1.2763	47.0	940	1.5289	0.525
1.2763	48.0	960	1.4182	0.55
1.2763	49.0	980	1.5120	0.5375
0.3157	50.0	1000	1.4258	0.5687
0.3157	51.0	1020	1.3661	0.5813
0.3157	52.0	1040	1.6402	0.525
0.3157	53.0	1060	1.4658	0.5563
0.3157	54.0	1080	1.6450	0.5312
0.3157	55.0	1100	1.4516	0.5875
0.3157	56.0	1120	1.6881	0.5188
0.3157	57.0	1140	1.5470	0.5813
0.3157	58.0	1160	1.6983	0.5375
0.3157	59.0	1180	1.5785	0.575
0.3157	60.0	1200	1.6136	0.5437
0.3157	61.0	1220	1.5145	0.6
0.3157	62.0	1240	1.5950	0.525
0.3157	63.0	1260	1.8110	0.5125
0.3157	64.0	1280	1.9276	0.4625
0.3157	65.0	1300	1.5657	0.5813
0.3157	66.0	1320	1.5516	0.5687
0.3157	67.0	1340	1.5971	0.55
0.3157	68.0	1360	1.7450	0.5062
0.3157	69.0	1380	1.8817	0.4562
0.3157	70.0	1400	1.6599	0.5437
0.3157	71.0	1420	1.8409	0.5312
0.3157	72.0	1440	1.6671	0.55
0.3157	73.0	1460	1.6703	0.5437
0.3157	74.0	1480	1.6858	0.525
0.1684	75.0	1500	1.8406	0.5375
0.1684	76.0	1520	1.6095	0.575
0.1684	77.0	1540	1.5492	0.5625
0.1684	78.0	1560	1.7109	0.5437
0.1684	79.0	1580	1.6996	0.5375
0.1684	80.0	1600	1.6078	0.5813
0.1684	81.0	1620	1.7658	0.5625
0.1684	82.0	1640	1.9170	0.5375
0.1684	83.0	1660	1.8406	0.5188
0.1684	84.0	1680	1.8483	0.4813
0.1684	85.0	1700	1.8363	0.5312
0.1684	86.0	1720	1.7411	0.5312
0.1684	87.0	1740	1.8544	0.5375
0.1684	88.0	1760	1.9597	0.4875
0.1684	89.0	1780	1.6751	0.5625
0.1684	90.0	1800	1.7678	0.5625
0.1684	91.0	1820	1.5641	0.5875
0.1684	92.0	1840	1.7144	0.5375
0.1684	93.0	1860	1.8613	0.5437
0.1684	94.0	1880	1.8501	0.5375
0.1684	95.0	1900	1.9007	0.5125
0.1684	96.0	1920	1.9666	0.5062
0.1684	97.0	1940	1.9507	0.5125
0.1684	98.0	1960	1.9259	0.5062
0.1684	99.0	1980	1.8395	0.525
0.1225	100.0	2000	1.8478	0.5563
0.1225	101.0	2020	1.8847	0.5312
0.1225	102.0	2040	1.8577	0.55
0.1225	103.0	2060	1.8242	0.5437
0.1225	104.0	2080	1.9379	0.5375
0.1225	105.0	2100	1.8725	0.575
0.1225	106.0	2120	1.7666	0.55
0.1225	107.0	2140	1.8088	0.5625
0.1225	108.0	2160	1.8480	0.5563
0.1225	109.0	2180	2.0397	0.5062
0.1225	110.0	2200	1.9474	0.5062
0.1225	111.0	2220	1.9714	0.5687
0.1225	112.0	2240	1.9704	0.5312
0.1225	113.0	2260	1.9972	0.525
0.1225	114.0	2280	1.8375	0.5563
0.1225	115.0	2300	2.0335	0.5437
0.1225	116.0	2320	1.9611	0.5312
0.1225	117.0	2340	1.9943	0.5312
0.1225	118.0	2360	2.1272	0.5437
0.1225	119.0	2380	2.0212	0.525
0.1225	120.0	2400	2.1749	0.5125
0.1225	121.0	2420	1.9099	0.5563
0.1225	122.0	2440	1.9930	0.55
0.1225	123.0	2460	2.2282	0.5125
0.1225	124.0	2480	2.1032	0.55
0.0878	125.0	2500	2.1154	0.5
0.0878	126.0	2520	1.7890	0.5625
0.0878	127.0	2540	1.7643	0.5625
0.0878	128.0	2560	2.1682	0.5188
0.0878	129.0	2580	2.1466	0.4875
0.0878	130.0	2600	2.1400	0.55
0.0878	131.0	2620	2.1615	0.5062
0.0878	132.0	2640	2.2572	0.5062
0.0878	133.0	2660	2.0770	0.5312
0.0878	134.0	2680	2.1247	0.5062
0.0878	135.0	2700	2.3140	0.5125
0.0878	136.0	2720	1.9235	0.5813
0.0878	137.0	2740	2.3275	0.5
0.0878	138.0	2760	2.0761	0.5437
0.0878	139.0	2780	1.9032	0.5813
0.0878	140.0	2800	2.0814	0.5625
0.0878	141.0	2820	1.9853	0.5312
0.0878	142.0	2840	1.9888	0.5687
0.0878	143.0	2860	1.9405	0.575
0.0878	144.0	2880	2.0414	0.5563
0.0878	145.0	2900	1.9250	0.6
0.0878	146.0	2920	2.1354	0.575
0.0878	147.0	2940	1.9694	0.5687
0.0878	148.0	2960	1.9363	0.5938
0.0878	149.0	2980	1.8629	0.6062
0.0814	150.0	3000	2.2599	0.4938
0.0814	151.0	3020	2.0318	0.5813
0.0814	152.0	3040	1.8663	0.5813
0.0814	153.0	3060	1.7831	0.6188
0.0814	154.0	3080	1.8572	0.6188
0.0814	155.0	3100	1.9348	0.5437
0.0814	156.0	3120	2.0568	0.5625
0.0814	157.0	3140	2.3126	0.5375
0.0814	158.0	3160	2.1333	0.525
0.0814	159.0	3180	2.2072	0.5312
0.0814	160.0	3200	2.0739	0.5875
0.0814	161.0	3220	2.2963	0.5062
0.0814	162.0	3240	2.1110	0.5563
0.0814	163.0	3260	2.2617	0.5125
0.0814	164.0	3280	2.0991	0.5312
0.0814	165.0	3300	2.2321	0.5375
0.0814	166.0	3320	2.1916	0.575
0.0814	167.0	3340	2.0905	0.5687
0.0814	168.0	3360	2.0122	0.575
0.0814	169.0	3380	2.2357	0.5188
0.0814	170.0	3400	2.1023	0.5813
0.0814	171.0	3420	2.3561	0.5375
0.0814	172.0	3440	2.3954	0.5312
0.0814	173.0	3460	2.2037	0.5563
0.0814	174.0	3480	2.4016	0.5312
0.0651	175.0	3500	2.4744	0.5312
0.0651	176.0	3520	2.3519	0.5437
0.0651	177.0	3540	2.2680	0.5312
0.0651	178.0	3560	2.2920	0.5437
0.0651	179.0	3580	2.1542	0.5813
0.0651	180.0	3600	2.3862	0.5312
0.0651	181.0	3620	2.3492	0.5188
0.0651	182.0	3640	2.1613	0.5437
0.0651	183.0	3660	2.2116	0.5188
0.0651	184.0	3680	2.3259	0.525
0.0651	185.0	3700	2.3393	0.525
0.0651	186.0	3720	1.9444	0.5625
0.0651	187.0	3740	2.5137	0.5125
0.0651	188.0	3760	2.3974	0.5125
0.0651	189.0	3780	2.4570	0.5188
0.0651	190.0	3800	2.4175	0.525
0.0651	191.0	3820	2.2267	0.5563
0.0651	192.0	3840	2.2081	0.5563
0.0651	193.0	3860	2.2706	0.5813
0.0651	194.0	3880	2.6831	0.475
0.0651	195.0	3900	2.5952	0.4938
0.0651	196.0	3920	2.3150	0.525
0.0651	197.0	3940	2.2110	0.55
0.0651	198.0	3960	2.3745	0.5312
0.0651	199.0	3980	2.5670	0.525
0.0621	200.0	4000	2.2975	0.5563
0.0621	201.0	4020	2.4259	0.525
0.0621	202.0	4040	2.5961	0.5312
0.0621	203.0	4060	2.4039	0.5
0.0621	204.0	4080	2.4485	0.5375
0.0621	205.0	4100	2.6938	0.4688
0.0621	206.0	4120	2.4700	0.5625
0.0621	207.0	4140	2.4536	0.5563
0.0621	208.0	4160	2.5163	0.5563
0.0621	209.0	4180	2.8310	0.5
0.0621	210.0	4200	2.2536	0.5938
0.0621	211.0	4220	2.5753	0.5312
0.0621	212.0	4240	2.3682	0.5375
0.0621	213.0	4260	2.6028	0.4875
0.0621	214.0	4280	2.6790	0.4875
0.0621	215.0	4300	2.3909	0.55
0.0621	216.0	4320	2.3565	0.5188
0.0621	217.0	4340	2.2053	0.55
0.0621	218.0	4360	2.4530	0.5312
0.0621	219.0	4380	2.5586	0.5062
0.0621	220.0	4400	2.4608	0.5312
0.0621	221.0	4420	2.1898	0.55
0.0621	222.0	4440	2.5929	0.4688
0.0621	223.0	4460	2.2917	0.5563
0.0621	224.0	4480	2.3425	0.55
0.0527	225.0	4500	2.6319	0.5125
0.0527	226.0	4520	2.4065	0.5188
0.0527	227.0	4540	2.6641	0.4625
0.0527	228.0	4560	2.3510	0.5062
0.0527	229.0	4580	2.4521	0.5188
0.0527	230.0	4600	2.2933	0.5188
0.0527	231.0	4620	2.5642	0.5
0.0527	232.0	4640	2.3346	0.5437
0.0527	233.0	4660	2.4720	0.5
0.0527	234.0	4680	2.4970	0.525
0.0527	235.0	4700	2.3615	0.5125
0.0527	236.0	4720	2.4879	0.5
0.0527	237.0	4740	2.2096	0.575
0.0527	238.0	4760	2.2384	0.5375
0.0527	239.0	4780	2.2453	0.575
0.0527	240.0	4800	2.6285	0.5
0.0527	241.0	4820	2.3726	0.5625
0.0527	242.0	4840	2.7939	0.5
0.0527	243.0	4860	2.6045	0.5375
0.0527	244.0	4880	2.3976	0.5312
0.0527	245.0	4900	2.4301	0.5312
0.0527	246.0	4920	2.1274	0.5437
0.0527	247.0	4940	2.7456	0.4938
0.0527	248.0	4960	2.3123	0.5437
0.0527	249.0	4980	2.4475	0.5875
0.05	250.0	5000	2.5199	0.5563
0.05	251.0	5020	2.4410	0.55
0.05	252.0	5040	2.7172	0.5188
0.05	253.0	5060	2.5250	0.4813
0.05	254.0	5080	2.3148	0.5563
0.05	255.0	5100	2.5594	0.5062
0.05	256.0	5120	2.2681	0.6062
0.05	257.0	5140	2.6135	0.475
0.05	258.0	5160	2.2693	0.5312
0.05	259.0	5180	2.4460	0.5062
0.05	260.0	5200	2.2972	0.55
0.05	261.0	5220	2.5514	0.5
0.05	262.0	5240	2.3542	0.55
0.05	263.0	5260	2.2098	0.575
0.05	264.0	5280	2.5721	0.5125
0.05	265.0	5300	2.6195	0.4938
0.05	266.0	5320	2.5830	0.5125
0.05	267.0	5340	2.6905	0.4625
0.05	268.0	5360	2.6601	0.525
0.05	269.0	5380	2.9620	0.4562
0.05	270.0	5400	2.6237	0.5375
0.05	271.0	5420	2.5356	0.5375
0.05	272.0	5440	2.6506	0.5312
0.05	273.0	5460	2.8532	0.5
0.05	274.0	5480	2.9648	0.475
0.0523	275.0	5500	2.7329	0.4562
0.0523	276.0	5520	2.7759	0.4938
0.0523	277.0	5540	2.4987	0.55
0.0523	278.0	5560	2.6698	0.5437
0.0523	279.0	5580	2.4569	0.5375
0.0523	280.0	5600	2.4297	0.5625
0.0523	281.0	5620	2.6191	0.5
0.0523	282.0	5640	2.5297	0.5
0.0523	283.0	5660	2.5636	0.5375
0.0523	284.0	5680	2.7973	0.5062
0.0523	285.0	5700	2.3474	0.5687
0.0523	286.0	5720	2.6131	0.55
0.0523	287.0	5740	2.4718	0.55
0.0523	288.0	5760	2.8421	0.525
0.0523	289.0	5780	2.8844	0.5
0.0523	290.0	5800	2.5944	0.5188
0.0523	291.0	5820	2.4062	0.55
0.0523	292.0	5840	2.4811	0.5563
0.0523	293.0	5860	2.7602	0.5125
0.0523	294.0	5880	2.7091	0.5125
0.0523	295.0	5900	2.5339	0.5437
0.0523	296.0	5920	2.5612	0.5437
0.0523	297.0	5940	2.8206	0.4562
0.0523	298.0	5960	2.5786	0.5312
0.0523	299.0	5980	2.6809	0.5125
0.0447	300.0	6000	2.3797	0.55
0.0447	301.0	6020	2.7482	0.5563
0.0447	302.0	6040	2.9780	0.4625
0.0447	303.0	6060	2.7361	0.525
0.0447	304.0	6080	2.2626	0.5563
0.0447	305.0	6100	2.7041	0.5312
0.0447	306.0	6120	2.6566	0.4938
0.0447	307.0	6140	2.6968	0.5188
0.0447	308.0	6160	2.7910	0.5375
0.0447	309.0	6180	2.8988	0.4562
0.0447	310.0	6200	2.2917	0.575
0.0447	311.0	6220	2.7298	0.5
0.0447	312.0	6240	2.6902	0.5062
0.0447	313.0	6260	2.3382	0.5437
0.0447	314.0	6280	2.7717	0.4875
0.0447	315.0	6300	2.6931	0.4813
0.0447	316.0	6320	2.6733	0.4813
0.0447	317.0	6340	2.7120	0.4875
0.0447	318.0	6360	2.6607	0.4938
0.0447	319.0	6380	2.6761	0.5062
0.0447	320.0	6400	2.5630	0.5
0.0447	321.0	6420	2.4362	0.525
0.0447	322.0	6440	2.4536	0.525
0.0447	323.0	6460	2.6840	0.4813
0.0447	324.0	6480	2.9293	0.5
0.0428	325.0	6500	2.5396	0.55
0.0428	326.0	6520	3.0696	0.4688
0.0428	327.0	6540	3.2437	0.475
0.0428	328.0	6560	2.8022	0.5188
0.0428	329.0	6580	2.9915	0.4875
0.0428	330.0	6600	3.2393	0.4875
0.0428	331.0	6620	2.5749	0.5312
0.0428	332.0	6640	3.1038	0.4813
0.0428	333.0	6660	2.7027	0.5125
0.0428	334.0	6680	2.8337	0.5312
0.0428	335.0	6700	2.9589	0.475
0.0428	336.0	6720	2.6635	0.4625
0.0428	337.0	6740	2.8998	0.4938
0.0428	338.0	6760	2.5929	0.5375
0.0428	339.0	6780	2.6368	0.5375
0.0428	340.0	6800	2.9319	0.475
0.0428	341.0	6820	2.6886	0.4813
0.0428	342.0	6840	2.7968	0.5375
0.0428	343.0	6860	2.7904	0.4875
0.0428	344.0	6880	2.8155	0.4688
0.0428	345.0	6900	2.7986	0.55
0.0428	346.0	6920	2.9393	0.4875
0.0428	347.0	6940	2.6276	0.5188
0.0428	348.0	6960	2.6183	0.5188
0.0428	349.0	6980	2.4834	0.5125
0.043	350.0	7000	2.5309	0.55
0.043	351.0	7020	2.5314	0.5437
0.043	352.0	7040	2.3776	0.5687
0.043	353.0	7060	2.8523	0.5312
0.043	354.0	7080	2.9423	0.4875
0.043	355.0	7100	2.8003	0.4875
0.043	356.0	7120	2.8745	0.475
0.043	357.0	7140	2.7664	0.5437
0.043	358.0	7160	2.8356	0.5563
0.043	359.0	7180	2.7922	0.4938
0.043	360.0	7200	2.4857	0.5938
0.043	361.0	7220	2.7351	0.5125
0.043	362.0	7240	2.6600	0.5188
0.043	363.0	7260	2.6057	0.5437
0.043	364.0	7280	2.7796	0.5188
0.043	365.0	7300	2.9362	0.4375
0.043	366.0	7320	2.8959	0.5188
0.043	367.0	7340	2.8049	0.5312
0.043	368.0	7360	2.7304	0.5312
0.043	369.0	7380	3.0583	0.475
0.043	370.0	7400	3.0339	0.4938
0.043	371.0	7420	2.7374	0.525
0.043	372.0	7440	2.6076	0.5125
0.043	373.0	7460	2.5368	0.5062
0.043	374.0	7480	2.8187	0.4688
0.04	375.0	7500	2.6528	0.5312
0.04	376.0	7520	2.4923	0.55
0.04	377.0	7540	2.6076	0.5375
0.04	378.0	7560	3.0805	0.4313
0.04	379.0	7580	2.5722	0.5437
0.04	380.0	7600	2.7129	0.5125
0.04	381.0	7620	2.5443	0.55
0.04	382.0	7640	2.7156	0.5062
0.04	383.0	7660	2.6881	0.5563
0.04	384.0	7680	2.9968	0.5062
0.04	385.0	7700	2.9371	0.5312
0.04	386.0	7720	2.8391	0.525
0.04	387.0	7740	2.5960	0.5563
0.04	388.0	7760	2.7205	0.5437
0.04	389.0	7780	2.7197	0.5312
0.04	390.0	7800	2.8211	0.55
0.04	391.0	7820	2.6801	0.5312
0.04	392.0	7840	2.8473	0.5062
0.04	393.0	7860	2.9110	0.525
0.04	394.0	7880	2.4310	0.575
0.04	395.0	7900	2.7392	0.5375
0.04	396.0	7920	2.6569	0.525
0.04	397.0	7940	2.9231	0.4875
0.04	398.0	7960	2.7923	0.55
0.04	399.0	7980	2.6365	0.575
0.0336	400.0	8000	2.5998	0.5437
0.0336	401.0	8020	2.4161	0.55
0.0336	402.0	8040	2.8682	0.5188
0.0336	403.0	8060	2.9807	0.5312
0.0336	404.0	8080	2.5072	0.525
0.0336	405.0	8100	2.6102	0.5437
0.0336	406.0	8120	2.8422	0.5188
0.0336	407.0	8140	3.0036	0.4938
0.0336	408.0	8160	2.5482	0.5188
0.0336	409.0	8180	2.6271	0.5375
0.0336	410.0	8200	2.5182	0.5687
0.0336	411.0	8220	2.5766	0.55
0.0336	412.0	8240	2.8532	0.5312
0.0336	413.0	8260	2.5856	0.525
0.0336	414.0	8280	2.9044	0.55
0.0336	415.0	8300	2.8210	0.5188
0.0336	416.0	8320	2.9353	0.5188
0.0336	417.0	8340	2.7483	0.5062
0.0336	418.0	8360	2.9061	0.5062
0.0336	419.0	8380	3.3522	0.4688
0.0336	420.0	8400	3.1388	0.475
0.0336	421.0	8420	3.1046	0.5062
0.0336	422.0	8440	2.9368	0.4938
0.0336	423.0	8460	2.7796	0.5375
0.0336	424.0	8480	3.1725	0.4688
0.0328	425.0	8500	2.6189	0.6062
0.0328	426.0	8520	2.5914	0.5875
0.0328	427.0	8540	2.6652	0.5938
0.0328	428.0	8560	2.8591	0.5188
0.0328	429.0	8580	2.8380	0.5375
0.0328	430.0	8600	2.6503	0.5563
0.0328	431.0	8620	2.5331	0.575
0.0328	432.0	8640	2.7970	0.525
0.0328	433.0	8660	2.4726	0.575
0.0328	434.0	8680	2.8744	0.5125
0.0328	435.0	8700	2.5710	0.525
0.0328	436.0	8720	2.5070	0.5813
0.0328	437.0	8740	2.7933	0.5375
0.0328	438.0	8760	2.5494	0.5
0.0328	439.0	8780	2.7964	0.5125
0.0328	440.0	8800	3.1299	0.4938
0.0328	441.0	8820	3.2866	0.4375
0.0328	442.0	8840	2.9410	0.5
0.0328	443.0	8860	2.6207	0.575
0.0328	444.0	8880	2.7536	0.5312
0.0328	445.0	8900	2.5812	0.5375
0.0328	446.0	8920	2.7688	0.5
0.0328	447.0	8940	2.4916	0.5375
0.0328	448.0	8960	3.1514	0.4938
0.0328	449.0	8980	2.8677	0.4875
0.0322	450.0	9000	2.6871	0.5687
0.0322	451.0	9020	3.1036	0.5
0.0322	452.0	9040	2.8605	0.4875
0.0322	453.0	9060	2.6595	0.5563
0.0322	454.0	9080	3.1538	0.4688
0.0322	455.0	9100	2.9329	0.5188
0.0322	456.0	9120	3.0722	0.4938
0.0322	457.0	9140	2.8128	0.5312
0.0322	458.0	9160	2.6441	0.5312
0.0322	459.0	9180	2.7462	0.5375
0.0322	460.0	9200	2.6564	0.5375
0.0322	461.0	9220	2.7714	0.5125
0.0322	462.0	9240	2.6740	0.55
0.0322	463.0	9260	3.1369	0.4375
0.0322	464.0	9280	2.4048	0.5813
0.0322	465.0	9300	2.5334	0.575
0.0322	466.0	9320	2.8545	0.5188
0.0322	467.0	9340	2.5381	0.5312
0.0322	468.0	9360	2.7291	0.5375
0.0322	469.0	9380	2.8375	0.5
0.0322	470.0	9400	2.8723	0.5062
0.0322	471.0	9420	2.5695	0.575
0.0322	472.0	9440	2.9997	0.4688
0.0322	473.0	9460	2.5538	0.55
0.0322	474.0	9480	3.1746	0.4875
0.0299	475.0	9500	3.0230	0.4938
0.0299	476.0	9520	2.9619	0.4875
0.0299	477.0	9540	3.0905	0.4813
0.0299	478.0	9560	2.8449	0.5188
0.0299	479.0	9580	2.7795	0.5563
0.0299	480.0	9600	2.9535	0.4875
0.0299	481.0	9620	2.6961	0.525
0.0299	482.0	9640	2.9728	0.4813
0.0299	483.0	9660	3.0315	0.4875
0.0299	484.0	9680	3.1657	0.4437
0.0299	485.0	9700	2.7406	0.5062
0.0299	486.0	9720	3.2708	0.5
0.0299	487.0	9740	2.5846	0.5375
0.0299	488.0	9760	2.8808	0.4625
0.0299	489.0	9780	3.4741	0.4625
0.0299	490.0	9800	3.3388	0.4688
0.0299	491.0	9820	3.1247	0.5312
0.0299	492.0	9840	3.1835	0.4625
0.0299	493.0	9860	2.5762	0.5375
0.0299	494.0	9880	3.0319	0.475
0.0299	495.0	9900	2.8859	0.5375
0.0299	496.0	9920	3.0184	0.4875
0.0299	497.0	9940	2.6314	0.5437
0.0299	498.0	9960	2.9153	0.5188
0.0299	499.0	9980	2.8878	0.525
0.0336	500.0	10000	2.8482	0.5437
0.0336	501.0	10020	3.1047	0.4938
0.0336	502.0	10040	2.8065	0.55
0.0336	503.0	10060	2.7722	0.5312
0.0336	504.0	10080	2.8124	0.5563
0.0336	505.0	10100	2.7980	0.525
0.0336	506.0	10120	2.9883	0.5
0.0336	507.0	10140	3.0911	0.4813
0.0336	508.0	10160	3.2375	0.4437
0.0336	509.0	10180	2.7020	0.5312
0.0336	510.0	10200	3.1328	0.4813
0.0336	511.0	10220	3.0353	0.5312
0.0336	512.0	10240	3.1847	0.4562
0.0336	513.0	10260	3.2743	0.4625
0.0336	514.0	10280	2.9655	0.4813
0.0336	515.0	10300	2.9211	0.5062
0.0336	516.0	10320	2.9839	0.5
0.0336	517.0	10340	3.1039	0.45
0.0336	518.0	10360	2.7300	0.55
0.0336	519.0	10380	2.9269	0.4938
0.0336	520.0	10400	2.6967	0.5437
0.0336	521.0	10420	3.1795	0.4688
0.0336	522.0	10440	3.1672	0.5062
0.0336	523.0	10460	3.1121	0.5
0.0336	524.0	10480	3.1320	0.5062
0.0283	525.0	10500	3.1513	0.5188
0.0283	526.0	10520	2.8397	0.5062
0.0283	527.0	10540	3.0629	0.5062
0.0283	528.0	10560	3.3958	0.4562
0.0283	529.0	10580	3.0980	0.525
0.0283	530.0	10600	3.2881	0.4625
0.0283	531.0	10620	3.0363	0.5
0.0283	532.0	10640	3.1124	0.4688
0.0283	533.0	10660	3.3612	0.4375
0.0283	534.0	10680	2.9739	0.4875
0.0283	535.0	10700	2.8246	0.5437
0.0283	536.0	10720	2.9713	0.4813
0.0283	537.0	10740	2.7279	0.5062
0.0283	538.0	10760	2.6935	0.525
0.0283	539.0	10780	2.7719	0.5437
0.0283	540.0	10800	2.8171	0.55
0.0283	541.0	10820	2.7532	0.55
0.0283	542.0	10840	2.8946	0.55
0.0283	543.0	10860	3.0200	0.5188
0.0283	544.0	10880	2.9110	0.5188
0.0283	545.0	10900	2.8910	0.55
0.0283	546.0	10920	2.9661	0.5312
0.0283	547.0	10940	2.9054	0.575
0.0283	548.0	10960	2.7743	0.525
0.0283	549.0	10980	3.0589	0.5125
0.0236	550.0	11000	3.1173	0.5062
0.0236	551.0	11020	2.9802	0.5188
0.0236	552.0	11040	3.1074	0.4875
0.0236	553.0	11060	3.1268	0.5062
0.0236	554.0	11080	2.7697	0.5437
0.0236	555.0	11100	3.1834	0.5125
0.0236	556.0	11120	3.0080	0.5125
0.0236	557.0	11140	3.0375	0.4813
0.0236	558.0	11160	3.0128	0.4938
0.0236	559.0	11180	2.8336	0.5375
0.0236	560.0	11200	3.2172	0.5
0.0236	561.0	11220	3.0971	0.4688
0.0236	562.0	11240	3.2874	0.4625
0.0236	563.0	11260	3.3946	0.4938
0.0236	564.0	11280	3.1321	0.5062
0.0236	565.0	11300	2.9714	0.5375
0.0236	566.0	11320	3.1034	0.5062
0.0236	567.0	11340	2.9303	0.525
0.0236	568.0	11360	2.5886	0.5687
0.0236	569.0	11380	3.0526	0.5
0.0236	570.0	11400	2.7140	0.5563
0.0236	571.0	11420	2.8159	0.55
0.0236	572.0	11440	2.8911	0.5
0.0236	573.0	11460	3.0652	0.5125
0.0236	574.0	11480	3.1796	0.4938
0.0264	575.0	11500	3.4012	0.5
0.0264	576.0	11520	3.0414	0.5312
0.0264	577.0	11540	3.2492	0.5125
0.0264	578.0	11560	3.0651	0.4875
0.0264	579.0	11580	3.1023	0.525
0.0264	580.0	11600	3.1828	0.4938
0.0264	581.0	11620	3.1757	0.5062
0.0264	582.0	11640	3.0893	0.5062
0.0264	583.0	11660	2.9892	0.5
0.0264	584.0	11680	3.4226	0.4562
0.0264	585.0	11700	3.1141	0.4938
0.0264	586.0	11720	2.7522	0.525
0.0264	587.0	11740	2.6665	0.5437
0.0264	588.0	11760	2.8379	0.5125
0.0264	589.0	11780	3.0865	0.5062
0.0264	590.0	11800	3.0522	0.475
0.0264	591.0	11820	3.3883	0.4625
0.0264	592.0	11840	3.0984	0.5125
0.0264	593.0	11860	3.0068	0.5
0.0264	594.0	11880	3.0403	0.5
0.0264	595.0	11900	3.3343	0.45
0.0264	596.0	11920	3.1119	0.4938
0.0264	597.0	11940	3.0967	0.4813
0.0264	598.0	11960	2.9435	0.55
0.0264	599.0	11980	3.4631	0.5
0.0251	600.0	12000	3.2321	0.4875
0.0251	601.0	12020	3.2211	0.4875
0.0251	602.0	12040	3.1503	0.5188
0.0251	603.0	12060	3.1765	0.5188
0.0251	604.0	12080	3.2688	0.4813
0.0251	605.0	12100	3.4142	0.4625
0.0251	606.0	12120	3.4765	0.475
0.0251	607.0	12140	3.5049	0.4688
0.0251	608.0	12160	3.1769	0.4875
0.0251	609.0	12180	3.2786	0.4875
0.0251	610.0	12200	3.0954	0.4875
0.0251	611.0	12220	2.8431	0.5437
0.0251	612.0	12240	2.9152	0.5375
0.0251	613.0	12260	3.2851	0.4688
0.0251	614.0	12280	3.1513	0.5
0.0251	615.0	12300	3.4482	0.4688
0.0251	616.0	12320	3.3032	0.525
0.0251	617.0	12340	3.2119	0.5188
0.0251	618.0	12360	3.1483	0.5
0.0251	619.0	12380	3.0086	0.525
0.0251	620.0	12400	2.9469	0.5312
0.0251	621.0	12420	3.4483	0.4688
0.0251	622.0	12440	2.9444	0.4875
0.0251	623.0	12460	3.2260	0.475
0.0251	624.0	12480	3.4271	0.4813
0.0247	625.0	12500	2.9756	0.525
0.0247	626.0	12520	3.1682	0.5
0.0247	627.0	12540	3.4525	0.475
0.0247	628.0	12560	3.1754	0.4938
0.0247	629.0	12580	3.5677	0.4813
0.0247	630.0	12600	3.4218	0.4875
0.0247	631.0	12620	3.4668	0.4625
0.0247	632.0	12640	2.8701	0.55
0.0247	633.0	12660	3.0775	0.475
0.0247	634.0	12680	3.2377	0.4813
0.0247	635.0	12700	3.1141	0.5
0.0247	636.0	12720	2.9670	0.5125
0.0247	637.0	12740	3.1653	0.4562
0.0247	638.0	12760	3.2647	0.4813
0.0247	639.0	12780	3.4066	0.475
0.0247	640.0	12800	3.0020	0.55
0.0247	641.0	12820	2.9446	0.4938
0.0247	642.0	12840	3.7899	0.4188
0.0247	643.0	12860	3.7342	0.45
0.0247	644.0	12880	3.4848	0.4688
0.0247	645.0	12900	3.5564	0.4375
0.0247	646.0	12920	3.3299	0.5125
0.0247	647.0	12940	3.1980	0.5437
0.0247	648.0	12960	3.2227	0.525
0.0247	649.0	12980	3.0965	0.5188
0.0187	650.0	13000	3.3242	0.4875
0.0187	651.0	13020	3.7800	0.4625
0.0187	652.0	13040	3.8508	0.4813
0.0187	653.0	13060	3.7408	0.4688
0.0187	654.0	13080	3.6607	0.4625
0.0187	655.0	13100	3.7135	0.4562
0.0187	656.0	13120	3.4709	0.475
0.0187	657.0	13140	3.2397	0.5625
0.0187	658.0	13160	3.3939	0.525
0.0187	659.0	13180	3.7410	0.475
0.0187	660.0	13200	3.5717	0.4562
0.0187	661.0	13220	3.5020	0.5062
0.0187	662.0	13240	3.6519	0.4375
0.0187	663.0	13260	3.3531	0.5437
0.0187	664.0	13280	3.0688	0.4938
0.0187	665.0	13300	3.4620	0.5
0.0187	666.0	13320	3.7115	0.425
0.0187	667.0	13340	3.2390	0.5062
0.0187	668.0	13360	3.0555	0.5375
0.0187	669.0	13380	3.5276	0.475
0.0187	670.0	13400	3.5540	0.45
0.0187	671.0	13420	3.4755	0.4875
0.0187	672.0	13440	3.8489	0.4562
0.0187	673.0	13460	3.3364	0.4938
0.0187	674.0	13480	3.4937	0.5188
0.0208	675.0	13500	3.3826	0.4938
0.0208	676.0	13520	3.6541	0.4625
0.0208	677.0	13540	3.6994	0.45
0.0208	678.0	13560	3.1619	0.5312
0.0208	679.0	13580	3.6634	0.4875
0.0208	680.0	13600	3.2453	0.5563
0.0208	681.0	13620	3.9085	0.4313
0.0208	682.0	13640	3.6350	0.4875
0.0208	683.0	13660	3.5170	0.4625
0.0208	684.0	13680	3.6579	0.4375
0.0208	685.0	13700	3.5751	0.4938
0.0208	686.0	13720	3.9537	0.4313
0.0208	687.0	13740	3.3386	0.5188
0.0208	688.0	13760	3.1491	0.5375
0.0208	689.0	13780	3.4482	0.475
0.0208	690.0	13800	3.4538	0.4938
0.0208	691.0	13820	3.2649	0.525
0.0208	692.0	13840	3.7036	0.4375
0.0208	693.0	13860	3.4342	0.4875
0.0208	694.0	13880	3.3715	0.5
0.0208	695.0	13900	3.4497	0.4875
0.0208	696.0	13920	3.1784	0.5062
0.0208	697.0	13940	3.4833	0.5062
0.0208	698.0	13960	3.1016	0.5188
0.0208	699.0	13980	3.3876	0.5062
0.0194	700.0	14000	3.8683	0.425
0.0194	701.0	14020	3.7695	0.4437
0.0194	702.0	14040	3.5087	0.4813
0.0194	703.0	14060	3.2272	0.5375
0.0194	704.0	14080	3.4557	0.4813
0.0194	705.0	14100	3.6840	0.4562
0.0194	706.0	14120	3.7206	0.4625
0.0194	707.0	14140	3.6374	0.475
0.0194	708.0	14160	3.6097	0.5
0.0194	709.0	14180	3.7396	0.4437
0.0194	710.0	14200	3.5317	0.5
0.0194	711.0	14220	3.4635	0.525
0.0194	712.0	14240	3.6778	0.4437
0.0194	713.0	14260	3.4825	0.5062
0.0194	714.0	14280	3.5742	0.5125
0.0194	715.0	14300	3.5381	0.4938
0.0194	716.0	14320	3.6325	0.4813
0.0194	717.0	14340	3.8743	0.4313
0.0194	718.0	14360	3.5469	0.4625
0.0194	719.0	14380	3.5677	0.45
0.0194	720.0	14400	3.8157	0.4375
0.0194	721.0	14420	3.7556	0.4313
0.0194	722.0	14440	3.6656	0.4688
0.0194	723.0	14460	3.3485	0.4875
0.0194	724.0	14480	3.5296	0.5062
0.0219	725.0	14500	3.2779	0.4813
0.0219	726.0	14520	3.3999	0.5
0.0219	727.0	14540	3.2948	0.5312
0.0219	728.0	14560	3.7602	0.4437
0.0219	729.0	14580	3.4597	0.475
0.0219	730.0	14600	3.2035	0.4813
0.0219	731.0	14620	2.9319	0.4938
0.0219	732.0	14640	3.4435	0.5062
0.0219	733.0	14660	3.5118	0.4625
0.0219	734.0	14680	3.3011	0.5312
0.0219	735.0	14700	3.7584	0.4688
0.0219	736.0	14720	3.5354	0.5062
0.0219	737.0	14740	3.4336	0.4938
0.0219	738.0	14760	3.4826	0.5188
0.0219	739.0	14780	3.5342	0.4938
0.0219	740.0	14800	3.3046	0.5125
0.0219	741.0	14820	3.1452	0.5125
0.0219	742.0	14840	3.4072	0.4562
0.0219	743.0	14860	3.4489	0.5
0.0219	744.0	14880	2.9724	0.5437
0.0219	745.0	14900	3.4041	0.5062
0.0219	746.0	14920	3.3389	0.4938
0.0219	747.0	14940	3.4539	0.5062
0.0219	748.0	14960	3.2314	0.4938
0.0219	749.0	14980	3.2421	0.525
0.0186	750.0	15000	3.1563	0.525
0.0186	751.0	15020	3.2166	0.5375
0.0186	752.0	15040	3.4472	0.4375
0.0186	753.0	15060	3.5176	0.4875
0.0186	754.0	15080	3.3548	0.4875
0.0186	755.0	15100	3.0641	0.525
0.0186	756.0	15120	3.4187	0.525
0.0186	757.0	15140	3.1515	0.5125
0.0186	758.0	15160	3.2801	0.5
0.0186	759.0	15180	3.3128	0.5
0.0186	760.0	15200	3.4026	0.5
0.0186	761.0	15220	3.0654	0.5375
0.0186	762.0	15240	3.6768	0.475
0.0186	763.0	15260	3.1694	0.525
0.0186	764.0	15280	3.2043	0.4938
0.0186	765.0	15300	3.2812	0.4938
0.0186	766.0	15320	2.7889	0.5437
0.0186	767.0	15340	3.3431	0.5
0.0186	768.0	15360	3.3585	0.5062
0.0186	769.0	15380	3.2969	0.5125
0.0186	770.0	15400	3.1619	0.5312
0.0186	771.0	15420	3.3553	0.4875
0.0186	772.0	15440	3.6817	0.4562
0.0186	773.0	15460	3.2443	0.5
0.0186	774.0	15480	3.3549	0.4938
0.0189	775.0	15500	3.2437	0.5
0.0189	776.0	15520	3.0989	0.5
0.0189	777.0	15540	3.4724	0.4813
0.0189	778.0	15560	3.0600	0.5437
0.0189	779.0	15580	3.2963	0.5062
0.0189	780.0	15600	3.3513	0.4813
0.0189	781.0	15620	3.1723	0.4938
0.0189	782.0	15640	3.1693	0.4875
0.0189	783.0	15660	3.0499	0.5312
0.0189	784.0	15680	3.0263	0.525
0.0189	785.0	15700	3.3565	0.4813
0.0189	786.0	15720	3.3357	0.5062
0.0189	787.0	15740	3.5331	0.4313
0.0189	788.0	15760	3.0862	0.5312
0.0189	789.0	15780	3.0945	0.55
0.0189	790.0	15800	3.4001	0.4813
0.0189	791.0	15820	3.5257	0.4625
0.0189	792.0	15840	3.5873	0.4688
0.0189	793.0	15860	3.6111	0.5
0.0189	794.0	15880	3.4212	0.4875
0.0189	795.0	15900	3.6335	0.475
0.0189	796.0	15920	3.5790	0.4688
0.0189	797.0	15940	3.2569	0.4562
0.0189	798.0	15960	3.2504	0.5062
0.0189	799.0	15980	3.3376	0.5125
0.0171	800.0	16000	3.2327	0.5062
0.0171	801.0	16020	3.4211	0.4938
0.0171	802.0	16040	3.3287	0.4875
0.0171	803.0	16060	3.6667	0.4625
0.0171	804.0	16080	3.1037	0.55
0.0171	805.0	16100	3.1523	0.5312
0.0171	806.0	16120	3.6203	0.4875
0.0171	807.0	16140	3.1091	0.575
0.0171	808.0	16160	3.5052	0.4875
0.0171	809.0	16180	3.0989	0.5188
0.0171	810.0	16200	3.2650	0.5125
0.0171	811.0	16220	2.9459	0.5312
0.0171	812.0	16240	3.0503	0.5125
0.0171	813.0	16260	2.8296	0.5625
0.0171	814.0	16280	3.0698	0.5375
0.0171	815.0	16300	3.5656	0.5125
0.0171	816.0	16320	3.2762	0.5188
0.0171	817.0	16340	3.1902	0.5437
0.0171	818.0	16360	3.4275	0.5
0.0171	819.0	16380	3.4902	0.5062
0.0171	820.0	16400	3.3635	0.5312
0.0171	821.0	16420	3.6276	0.5188
0.0171	822.0	16440	3.7854	0.4375
0.0171	823.0	16460	3.4758	0.4938
0.0171	824.0	16480	3.5875	0.5062
0.0158	825.0	16500	3.5179	0.5437
0.0158	826.0	16520	3.1882	0.5125
0.0158	827.0	16540	3.3537	0.4813
0.0158	828.0	16560	3.3230	0.5
0.0158	829.0	16580	3.4055	0.5
0.0158	830.0	16600	3.1668	0.525
0.0158	831.0	16620	3.4888	0.4688
0.0158	832.0	16640	3.3415	0.5312
0.0158	833.0	16660	3.4548	0.4938
0.0158	834.0	16680	3.3465	0.5125
0.0158	835.0	16700	3.4137	0.5437
0.0158	836.0	16720	3.7495	0.4688
0.0158	837.0	16740	3.5539	0.4688
0.0158	838.0	16760	3.5899	0.4938
0.0158	839.0	16780	3.3422	0.5
0.0158	840.0	16800	3.4547	0.5
0.0158	841.0	16820	3.4871	0.4875
0.0158	842.0	16840	3.2093	0.4625
0.0158	843.0	16860	3.4627	0.5
0.0158	844.0	16880	3.3283	0.525
0.0158	845.0	16900	3.2113	0.5188
0.0158	846.0	16920	3.3174	0.4938
0.0158	847.0	16940	3.1593	0.5062
0.0158	848.0	16960	3.0833	0.5
0.0158	849.0	16980	3.2546	0.5062
0.0172	850.0	17000	3.3651	0.4938
0.0172	851.0	17020	3.2355	0.5188
0.0172	852.0	17040	3.0253	0.5375
0.0172	853.0	17060	3.3566	0.4875
0.0172	854.0	17080	3.4037	0.525
0.0172	855.0	17100	3.4384	0.5
0.0172	856.0	17120	3.5776	0.4625
0.0172	857.0	17140	3.1177	0.5188
0.0172	858.0	17160	3.2271	0.4875
0.0172	859.0	17180	3.2747	0.5375
0.0172	860.0	17200	3.4027	0.4938
0.0172	861.0	17220	3.2108	0.5188
0.0172	862.0	17240	3.3711	0.5125
0.0172	863.0	17260	3.4538	0.4688
0.0172	864.0	17280	3.1652	0.5312
0.0172	865.0	17300	3.4152	0.5125
0.0172	866.0	17320	3.5141	0.4562
0.0172	867.0	17340	3.4386	0.4938
0.0172	868.0	17360	3.6905	0.4813
0.0172	869.0	17380	3.6184	0.5062
0.0172	870.0	17400	3.5711	0.5125
0.0172	871.0	17420	3.2943	0.5188
0.0172	872.0	17440	3.2458	0.4875
0.0172	873.0	17460	3.3684	0.5125
0.0172	874.0	17480	3.6615	0.4875
0.0135	875.0	17500	3.7511	0.4688
0.0135	876.0	17520	3.4919	0.5125
0.0135	877.0	17540	3.5298	0.5062
0.0135	878.0	17560	3.7204	0.475
0.0135	879.0	17580	3.4962	0.5
0.0135	880.0	17600	3.5884	0.475
0.0135	881.0	17620	3.8487	0.4875
0.0135	882.0	17640	3.3634	0.55
0.0135	883.0	17660	3.4905	0.5062
0.0135	884.0	17680	3.5408	0.5062
0.0135	885.0	17700	3.4127	0.5312
0.0135	886.0	17720	3.3380	0.5437
0.0135	887.0	17740	3.7342	0.475
0.0135	888.0	17760	3.3371	0.5062
0.0135	889.0	17780	3.6362	0.4813
0.0135	890.0	17800	3.6157	0.5312
0.0135	891.0	17820	3.5988	0.5062
0.0135	892.0	17840	3.4908	0.55
0.0135	893.0	17860	3.6146	0.5188
0.0135	894.0	17880	3.2648	0.5437
0.0135	895.0	17900	3.8487	0.4688
0.0135	896.0	17920	3.3953	0.5188
0.0135	897.0	17940	3.7997	0.4688
0.0135	898.0	17960	3.4144	0.4813
0.0135	899.0	17980	3.7696	0.4437
0.0213	900.0	18000	3.4303	0.5062
0.0213	901.0	18020	3.4265	0.4875
0.0213	902.0	18040	3.6669	0.4625
0.0213	903.0	18060	3.1798	0.5375
0.0213	904.0	18080	3.4875	0.4938
0.0213	905.0	18100	3.5058	0.5125
0.0213	906.0	18120	3.6967	0.4625
0.0213	907.0	18140	3.4056	0.5
0.0213	908.0	18160	3.3782	0.4813
0.0213	909.0	18180	3.3795	0.4688
0.0213	910.0	18200	3.6420	0.4875
0.0213	911.0	18220	3.7671	0.5312
0.0213	912.0	18240	3.3471	0.4938
0.0213	913.0	18260	3.7208	0.4313
0.0213	914.0	18280	3.2939	0.4938
0.0213	915.0	18300	3.5141	0.4625
0.0213	916.0	18320	3.4986	0.4813
0.0213	917.0	18340	3.4707	0.4875
0.0213	918.0	18360	3.3418	0.4625
0.0213	919.0	18380	3.5018	0.45
0.0213	920.0	18400	3.4394	0.4938
0.0213	921.0	18420	3.3961	0.4688
0.0213	922.0	18440	3.1954	0.4938
0.0213	923.0	18460	3.1849	0.475
0.0213	924.0	18480	3.6491	0.4688
0.0168	925.0	18500	3.6858	0.475
0.0168	926.0	18520	3.6026	0.4688
0.0168	927.0	18540	3.5104	0.475
0.0168	928.0	18560	3.4888	0.475
0.0168	929.0	18580	3.6512	0.4938
0.0168	930.0	18600	3.6732	0.4562
0.0168	931.0	18620	3.3840	0.5125
0.0168	932.0	18640	2.8155	0.55
0.0168	933.0	18660	3.3309	0.5
0.0168	934.0	18680	3.4418	0.4875
0.0168	935.0	18700	3.4170	0.5188
0.0168	936.0	18720	3.7004	0.475
0.0168	937.0	18740	3.5172	0.5312
0.0168	938.0	18760	3.2210	0.5625
0.0168	939.0	18780	3.3736	0.5188
0.0168	940.0	18800	3.6214	0.5062
0.0168	941.0	18820	3.4757	0.5125
0.0168	942.0	18840	3.3749	0.5125
0.0168	943.0	18860	3.2529	0.5
0.0168	944.0	18880	3.4653	0.5125
0.0168	945.0	18900	3.8417	0.4813
0.0168	946.0	18920	3.3967	0.525
0.0168	947.0	18940	3.4252	0.5312
0.0168	948.0	18960	3.2966	0.5188
0.0168	949.0	18980	3.3865	0.5375
0.0171	950.0	19000	3.4382	0.4813
0.0171	951.0	19020	3.4109	0.5188
0.0171	952.0	19040	3.4412	0.525
0.0171	953.0	19060	3.5325	0.525
0.0171	954.0	19080	3.5191	0.4875
0.0171	955.0	19100	3.3166	0.5312
0.0171	956.0	19120	3.4496	0.5188
0.0171	957.0	19140	3.3069	0.5437
0.0171	958.0	19160	3.5185	0.5
0.0171	959.0	19180	3.4362	0.4938
0.0171	960.0	19200	3.4036	0.4875
0.0171	961.0	19220	4.0440	0.4688
0.0171	962.0	19240	3.4161	0.525
0.0171	963.0	19260	3.6030	0.5
0.0171	964.0	19280	3.4307	0.5188
0.0171	965.0	19300	3.5162	0.525
0.0171	966.0	19320	3.3578	0.5
0.0171	967.0	19340	3.5613	0.4813
0.0171	968.0	19360	3.7246	0.4688
0.0171	969.0	19380	3.1573	0.5437
0.0171	970.0	19400	3.3149	0.4875
0.0171	971.0	19420	3.1955	0.5375
0.0171	972.0	19440	3.8149	0.4375
0.0171	973.0	19460	3.4372	0.5312
0.0171	974.0	19480	3.8624	0.5125
0.0186	975.0	19500	3.4838	0.5312
0.0186	976.0	19520	3.5602	0.5062
0.0186	977.0	19540	3.7370	0.5125
0.0186	978.0	19560	3.5638	0.5062
0.0186	979.0	19580	3.8910	0.4875
0.0186	980.0	19600	3.5572	0.4938
0.0186	981.0	19620	3.5044	0.5
0.0186	982.0	19640	3.4089	0.5437
0.0186	983.0	19660	3.7463	0.4875
0.0186	984.0	19680	3.8636	0.4875
0.0186	985.0	19700	3.4744	0.55
0.0186	986.0	19720	3.8061	0.5062
0.0186	987.0	19740	3.7564	0.5125
0.0186	988.0	19760	3.9321	0.4562
0.0186	989.0	19780	3.7965	0.4625
0.0186	990.0	19800	3.8257	0.4938
0.0186	991.0	19820	3.7433	0.4688
0.0186	992.0	19840	3.3793	0.5312
0.0186	993.0	19860	3.4424	0.5188
0.0186	994.0	19880	3.4566	0.5188
0.0186	995.0	19900	3.3392	0.4938
0.0186	996.0	19920	3.2957	0.5375
0.0186	997.0	19940	3.7091	0.5125
0.0186	998.0	19960	3.6753	0.4938
0.0186	999.0	19980	3.5400	0.5375
0.011	1000.0	20000	4.0133	0.4813
0.011	1001.0	20020	3.6771	0.5125
0.011	1002.0	20040	3.7079	0.5062
0.011	1003.0	20060	3.5897	0.4938
0.011	1004.0	20080	3.7182	0.4875
0.011	1005.0	20100	4.0652	0.4562
0.011	1006.0	20120	3.5384	0.525
0.011	1007.0	20140	3.5488	0.5188
0.011	1008.0	20160	3.6861	0.5
0.011	1009.0	20180	3.7092	0.5062
0.011	1010.0	20200	3.8682	0.4938
0.011	1011.0	20220	3.5995	0.4875
0.011	1012.0	20240	3.8754	0.5062
0.011	1013.0	20260	3.9702	0.4313
0.011	1014.0	20280	3.7304	0.4875
0.011	1015.0	20300	3.7206	0.475
0.011	1016.0	20320	3.8764	0.4688
0.011	1017.0	20340	3.4292	0.525
0.011	1018.0	20360	3.5387	0.5312
0.011	1019.0	20380	3.6078	0.4938
0.011	1020.0	20400	4.0862	0.4813
0.011	1021.0	20420	3.6441	0.5312
0.011	1022.0	20440	3.6640	0.5125
0.011	1023.0	20460	3.7083	0.45
0.011	1024.0	20480	3.9909	0.4313
0.015	1025.0	20500	3.4491	0.4875
0.015	1026.0	20520	3.9622	0.4437
0.015	1027.0	20540	3.7858	0.4938
0.015	1028.0	20560	3.8031	0.4938
0.015	1029.0	20580	3.7171	0.4875
0.015	1030.0	20600	3.8333	0.4625
0.015	1031.0	20620	3.7749	0.475
0.015	1032.0	20640	4.0195	0.45
0.015	1033.0	20660	3.8730	0.5188
0.015	1034.0	20680	3.6782	0.5
0.015	1035.0	20700	3.7017	0.4813
0.015	1036.0	20720	3.7916	0.5
0.015	1037.0	20740	3.8490	0.4625
0.015	1038.0	20760	3.6782	0.5125
0.015	1039.0	20780	3.6679	0.4938
0.015	1040.0	20800	3.8768	0.5
0.015	1041.0	20820	3.6558	0.5062
0.015	1042.0	20840	3.5757	0.4875
0.015	1043.0	20860	3.8252	0.4437
0.015	1044.0	20880	3.8568	0.4688
0.015	1045.0	20900	3.8234	0.4813
0.015	1046.0	20920	3.6540	0.5188
0.015	1047.0	20940	3.7992	0.4938
0.015	1048.0	20960	3.5973	0.4938
0.015	1049.0	20980	3.4249	0.5312
0.0141	1050.0	21000	3.8108	0.5062
0.0141	1051.0	21020	3.6421	0.5062
0.0141	1052.0	21040	3.8307	0.45
0.0141	1053.0	21060	3.4621	0.5312
0.0141	1054.0	21080	3.7689	0.5
0.0141	1055.0	21100	3.2539	0.5625
0.0141	1056.0	21120	3.9158	0.4813
0.0141	1057.0	21140	3.4574	0.5437
0.0141	1058.0	21160	3.5735	0.5437
0.0141	1059.0	21180	3.4748	0.4938
0.0141	1060.0	21200	3.5093	0.5
0.0141	1061.0	21220	3.5599	0.5
0.0141	1062.0	21240	3.5564	0.525
0.0141	1063.0	21260	3.6607	0.525
0.0141	1064.0	21280	3.6460	0.4938
0.0141	1065.0	21300	3.6655	0.4938
0.0141	1066.0	21320	3.5190	0.5375
0.0141	1067.0	21340	3.3980	0.5625
0.0141	1068.0	21360	3.4991	0.5125
0.0141	1069.0	21380	3.6619	0.4938
0.0141	1070.0	21400	3.3954	0.525
0.0141	1071.0	21420	3.8242	0.4813
0.0141	1072.0	21440	3.5276	0.5375
0.0141	1073.0	21460	3.3667	0.5563
0.0141	1074.0	21480	3.5724	0.5375
0.0134	1075.0	21500	3.4200	0.5062
0.0134	1076.0	21520	3.5338	0.5
0.0134	1077.0	21540	3.3272	0.5375
0.0134	1078.0	21560	3.2244	0.5312
0.0134	1079.0	21580	3.2793	0.55
0.0134	1080.0	21600	3.2558	0.5312
0.0134	1081.0	21620	3.5614	0.5
0.0134	1082.0	21640	3.1845	0.5125
0.0134	1083.0	21660	3.5375	0.475
0.0134	1084.0	21680	3.3942	0.5125
0.0134	1085.0	21700	3.3784	0.5188
0.0134	1086.0	21720	3.7768	0.4813
0.0134	1087.0	21740	3.1764	0.55
0.0134	1088.0	21760	3.6479	0.4562
0.0134	1089.0	21780	3.2809	0.5437
0.0134	1090.0	21800	3.4108	0.55
0.0134	1091.0	21820	3.4285	0.5
0.0134	1092.0	21840	3.8633	0.4625
0.0134	1093.0	21860	3.6187	0.5
0.0134	1094.0	21880	3.2444	0.575
0.0134	1095.0	21900	3.3306	0.5563
0.0134	1096.0	21920	3.4809	0.5
0.0134	1097.0	21940	3.6338	0.5188
0.0134	1098.0	21960	3.5744	0.5062
0.0134	1099.0	21980	3.4418	0.5437
0.0104	1100.0	22000	3.4963	0.525
0.0104	1101.0	22020	4.0198	0.4437
0.0104	1102.0	22040	3.6162	0.5125
0.0104	1103.0	22060	3.5303	0.4813
0.0104	1104.0	22080	3.3204	0.5563
0.0104	1105.0	22100	3.4871	0.5
0.0104	1106.0	22120	3.2177	0.5312
0.0104	1107.0	22140	3.2517	0.5125
0.0104	1108.0	22160	3.3260	0.5062
0.0104	1109.0	22180	3.2477	0.5437
0.0104	1110.0	22200	3.3633	0.5062
0.0104	1111.0	22220	3.4001	0.5
0.0104	1112.0	22240	3.1725	0.5125
0.0104	1113.0	22260	3.5251	0.4875
0.0104	1114.0	22280	3.4346	0.5062
0.0104	1115.0	22300	3.3175	0.525
0.0104	1116.0	22320	3.6691	0.4688
0.0104	1117.0	22340	3.5740	0.5188
0.0104	1118.0	22360	3.5779	0.4875
0.0104	1119.0	22380	3.3553	0.5062
0.0104	1120.0	22400	3.8478	0.45
0.0104	1121.0	22420	3.6160	0.4875
0.0104	1122.0	22440	3.5283	0.475
0.0104	1123.0	22460	3.7539	0.475
0.0104	1124.0	22480	3.4582	0.4938
0.0143	1125.0	22500	3.5773	0.5062
0.0143	1126.0	22520	3.5027	0.4813
0.0143	1127.0	22540	3.3546	0.5125
0.0143	1128.0	22560	3.3367	0.525
0.0143	1129.0	22580	3.3234	0.5312
0.0143	1130.0	22600	3.2411	0.525
0.0143	1131.0	22620	3.4712	0.5
0.0143	1132.0	22640	3.5098	0.4813
0.0143	1133.0	22660	3.7129	0.4625
0.0143	1134.0	22680	3.2597	0.5
0.0143	1135.0	22700	3.8299	0.4625
0.0143	1136.0	22720	3.6306	0.4875
0.0143	1137.0	22740	3.6648	0.475
0.0143	1138.0	22760	3.5284	0.5
0.0143	1139.0	22780	3.5223	0.4562
0.0143	1140.0	22800	3.8898	0.4375
0.0143	1141.0	22820	3.8134	0.475
0.0143	1142.0	22840	3.8500	0.4625
0.0143	1143.0	22860	3.8920	0.4375
0.0143	1144.0	22880	3.5737	0.475
0.0143	1145.0	22900	3.6219	0.4813
0.0143	1146.0	22920	3.8998	0.4188
0.0143	1147.0	22940	3.6600	0.475
0.0143	1148.0	22960	3.4994	0.45
0.0143	1149.0	22980	4.0239	0.4625
0.0126	1150.0	23000	3.8786	0.4437
0.0126	1151.0	23020	3.6223	0.4625
0.0126	1152.0	23040	3.7342	0.5188
0.0126	1153.0	23060	3.3619	0.5125
0.0126	1154.0	23080	3.7823	0.4813
0.0126	1155.0	23100	3.8272	0.4625
0.0126	1156.0	23120	3.7280	0.4813
0.0126	1157.0	23140	3.8483	0.475
0.0126	1158.0	23160	3.5284	0.4938
0.0126	1159.0	23180	3.4803	0.5125
0.0126	1160.0	23200	3.6870	0.4437
0.0126	1161.0	23220	3.8050	0.4813
0.0126	1162.0	23240	3.7987	0.4875
0.0126	1163.0	23260	3.8608	0.4375
0.0126	1164.0	23280	3.6855	0.4813
0.0126	1165.0	23300	3.8173	0.4875
0.0126	1166.0	23320	3.9153	0.4625
0.0126	1167.0	23340	3.8678	0.475
0.0126	1168.0	23360	3.8242	0.4625
0.0126	1169.0	23380	3.8313	0.4625
0.0126	1170.0	23400	3.6683	0.5062
0.0126	1171.0	23420	3.7207	0.4625
0.0126	1172.0	23440	3.4436	0.475
0.0126	1173.0	23460	3.6186	0.4625
0.0126	1174.0	23480	3.3562	0.4875
0.0135	1175.0	23500	3.9389	0.4437
0.0135	1176.0	23520	3.4368	0.4938
0.0135	1177.0	23540	3.5241	0.5
0.0135	1178.0	23560	3.5796	0.4688
0.0135	1179.0	23580	3.4001	0.5
0.0135	1180.0	23600	3.8032	0.4562
0.0135	1181.0	23620	3.4479	0.525
0.0135	1182.0	23640	3.6947	0.4562
0.0135	1183.0	23660	3.8493	0.4813
0.0135	1184.0	23680	3.8253	0.4625
0.0135	1185.0	23700	3.6413	0.4688
0.0135	1186.0	23720	3.8258	0.4875
0.0135	1187.0	23740	3.5969	0.5125
0.0135	1188.0	23760	3.8077	0.4625
0.0135	1189.0	23780	4.0883	0.4062
0.0135	1190.0	23800	3.8560	0.45
0.0135	1191.0	23820	3.6933	0.5
0.0135	1192.0	23840	3.3628	0.5437
0.0135	1193.0	23860	3.5294	0.475
0.0135	1194.0	23880	3.7398	0.5
0.0135	1195.0	23900	3.6202	0.525
0.0135	1196.0	23920	4.0389	0.4688
0.0135	1197.0	23940	3.6201	0.4875
0.0135	1198.0	23960	3.8206	0.475
0.0135	1199.0	23980	3.9146	0.4625
0.0116	1200.0	24000	4.1449	0.4125
0.0116	1201.0	24020	3.9994	0.4625
0.0116	1202.0	24040	3.7682	0.4938
0.0116	1203.0	24060	3.9644	0.4813
0.0116	1204.0	24080	3.8102	0.4875
0.0116	1205.0	24100	3.6941	0.4875
0.0116	1206.0	24120	3.9528	0.4562
0.0116	1207.0	24140	4.0271	0.475
0.0116	1208.0	24160	3.9671	0.4688
0.0116	1209.0	24180	3.5519	0.4813
0.0116	1210.0	24200	4.1291	0.475
0.0116	1211.0	24220	3.7271	0.4875
0.0116	1212.0	24240	3.5911	0.5188
0.0116	1213.0	24260	3.4366	0.5375
0.0116	1214.0	24280	3.6432	0.475
0.0116	1215.0	24300	3.7412	0.5062
0.0116	1216.0	24320	3.8720	0.4625
0.0116	1217.0	24340	3.5761	0.5188
0.0116	1218.0	24360	3.6550	0.525
0.0116	1219.0	24380	3.8529	0.5
0.0116	1220.0	24400	3.4480	0.5375
0.0116	1221.0	24420	3.7373	0.525
0.0116	1222.0	24440	3.8399	0.5062
0.0116	1223.0	24460	3.6710	0.525
0.0116	1224.0	24480	3.6062	0.5312
0.0095	1225.0	24500	3.8396	0.4938
0.0095	1226.0	24520	3.9804	0.475
0.0095	1227.0	24540	3.7097	0.4938
0.0095	1228.0	24560	3.6390	0.5125
0.0095	1229.0	24580	3.7128	0.4625
0.0095	1230.0	24600	3.9178	0.4313
0.0095	1231.0	24620	3.7013	0.4813
0.0095	1232.0	24640	3.5593	0.525
0.0095	1233.0	24660	3.5725	0.5
0.0095	1234.0	24680	3.7370	0.4625
0.0095	1235.0	24700	3.3536	0.525
0.0095	1236.0	24720	3.4406	0.5
0.0095	1237.0	24740	3.4307	0.525
0.0095	1238.0	24760	3.5838	0.5062
0.0095	1239.0	24780	3.6897	0.4813
0.0095	1240.0	24800	3.3975	0.55
0.0095	1241.0	24820	3.6759	0.5188
0.0095	1242.0	24840	3.4060	0.5312
0.0095	1243.0	24860	3.4087	0.5375
0.0095	1244.0	24880	3.4557	0.5125
0.0095	1245.0	24900	3.8503	0.4688
0.0095	1246.0	24920	4.0562	0.4938
0.0095	1247.0	24940	3.6071	0.5
0.0095	1248.0	24960	4.0280	0.5062
0.0095	1249.0	24980	3.8919	0.4813
0.0084	1250.0	25000	3.5932	0.525
0.0084	1251.0	25020	3.4579	0.5125
0.0084	1252.0	25040	3.6288	0.4813
0.0084	1253.0	25060	3.3955	0.525
0.0084	1254.0	25080	4.3306	0.4313
0.0084	1255.0	25100	3.8405	0.4813
0.0084	1256.0	25120	3.8049	0.4875
0.0084	1257.0	25140	3.8477	0.475
0.0084	1258.0	25160	3.6576	0.5125
0.0084	1259.0	25180	3.5887	0.4938
0.0084	1260.0	25200	3.7592	0.4938
0.0084	1261.0	25220	3.4598	0.55
0.0084	1262.0	25240	3.3870	0.5312
0.0084	1263.0	25260	3.8283	0.4938
0.0084	1264.0	25280	3.3254	0.5062
0.0084	1265.0	25300	3.6050	0.4813
0.0084	1266.0	25320	3.3524	0.5
0.0084	1267.0	25340	3.5161	0.5375
0.0084	1268.0	25360	3.9369	0.4437
0.0084	1269.0	25380	3.9966	0.45
0.0084	1270.0	25400	3.5465	0.4875
0.0084	1271.0	25420	3.6032	0.5188
0.0084	1272.0	25440	3.7950	0.4562
0.0084	1273.0	25460	3.4858	0.5437
0.0084	1274.0	25480	3.9630	0.4813
0.0106	1275.0	25500	3.6025	0.5062
0.0106	1276.0	25520	3.7167	0.4813
0.0106	1277.0	25540	3.4734	0.525
0.0106	1278.0	25560	3.5408	0.5188
0.0106	1279.0	25580	3.5365	0.4875
0.0106	1280.0	25600	3.7004	0.5062
0.0106	1281.0	25620	3.7562	0.4875
0.0106	1282.0	25640	3.7253	0.5
0.0106	1283.0	25660	3.5106	0.4813
0.0106	1284.0	25680	3.7159	0.475
0.0106	1285.0	25700	3.4618	0.4938
0.0106	1286.0	25720	3.7475	0.4688
0.0106	1287.0	25740	3.5819	0.45
0.0106	1288.0	25760	3.4539	0.5188
0.0106	1289.0	25780	3.8722	0.5125
0.0106	1290.0	25800	3.7796	0.475
0.0106	1291.0	25820	3.8036	0.4437
0.0106	1292.0	25840	3.6257	0.5125
0.0106	1293.0	25860	3.9312	0.475
0.0106	1294.0	25880	4.2674	0.4625
0.0106	1295.0	25900	4.0903	0.45
0.0106	1296.0	25920	3.4143	0.525
0.0106	1297.0	25940	3.9190	0.475
0.0106	1298.0	25960	3.3792	0.525
0.0106	1299.0	25980	3.9514	0.4875
0.0122	1300.0	26000	3.5441	0.5062
0.0122	1301.0	26020	3.7063	0.4938
0.0122	1302.0	26040	3.5756	0.4875
0.0122	1303.0	26060	3.4837	0.5125
0.0122	1304.0	26080	3.6753	0.4938
0.0122	1305.0	26100	3.6370	0.5125
0.0122	1306.0	26120	3.6111	0.5188
0.0122	1307.0	26140	3.8234	0.475
0.0122	1308.0	26160	3.8143	0.475
0.0122	1309.0	26180	3.8861	0.5125
0.0122	1310.0	26200	3.7993	0.5062
0.0122	1311.0	26220	3.7337	0.5188
0.0122	1312.0	26240	3.5890	0.5375
0.0122	1313.0	26260	4.0214	0.5
0.0122	1314.0	26280	3.4788	0.5375
0.0122	1315.0	26300	3.7564	0.4688
0.0122	1316.0	26320	3.6392	0.5188
0.0122	1317.0	26340	3.5777	0.5437
0.0122	1318.0	26360	3.7381	0.5062
0.0122	1319.0	26380	3.4860	0.5437
0.0122	1320.0	26400	3.6004	0.4875
0.0122	1321.0	26420	3.4299	0.525
0.0122	1322.0	26440	3.5019	0.4938
0.0122	1323.0	26460	3.6046	0.5125
0.0122	1324.0	26480	3.4547	0.5188
0.0107	1325.0	26500	3.9548	0.5
0.0107	1326.0	26520	3.9712	0.4813
0.0107	1327.0	26540	3.8197	0.475
0.0107	1328.0	26560	3.7484	0.4938
0.0107	1329.0	26580	3.7164	0.4938
0.0107	1330.0	26600	3.6570	0.4938
0.0107	1331.0	26620	3.3835	0.5188
0.0107	1332.0	26640	3.8270	0.4625
0.0107	1333.0	26660	3.5905	0.525
0.0107	1334.0	26680	3.6256	0.5
0.0107	1335.0	26700	3.5452	0.5188
0.0107	1336.0	26720	3.7356	0.4875
0.0107	1337.0	26740	3.4892	0.4813
0.0107	1338.0	26760	3.7352	0.5
0.0107	1339.0	26780	3.2937	0.5312
0.0107	1340.0	26800	3.2455	0.5062
0.0107	1341.0	26820	3.1680	0.5375
0.0107	1342.0	26840	3.5461	0.5
0.0107	1343.0	26860	3.6301	0.5062
0.0107	1344.0	26880	3.5519	0.5188
0.0107	1345.0	26900	3.8068	0.5
0.0107	1346.0	26920	3.5718	0.4938
0.0107	1347.0	26940	3.6555	0.5
0.0107	1348.0	26960	3.2991	0.525
0.0107	1349.0	26980	3.7639	0.4875
0.0081	1350.0	27000	3.7317	0.4875
0.0081	1351.0	27020	3.7627	0.5062
0.0081	1352.0	27040	3.9713	0.475
0.0081	1353.0	27060	3.8351	0.4688
0.0081	1354.0	27080	3.5842	0.5062
0.0081	1355.0	27100	3.9685	0.475
0.0081	1356.0	27120	3.4930	0.4813
0.0081	1357.0	27140	3.5605	0.5312
0.0081	1358.0	27160	3.2921	0.5563
0.0081	1359.0	27180	3.6348	0.5
0.0081	1360.0	27200	3.7309	0.4813
0.0081	1361.0	27220	3.7031	0.5312
0.0081	1362.0	27240	3.3815	0.5375
0.0081	1363.0	27260	3.6387	0.5
0.0081	1364.0	27280	3.7745	0.5125
0.0081	1365.0	27300	3.6785	0.4938
0.0081	1366.0	27320	3.7608	0.475
0.0081	1367.0	27340	3.6978	0.4875
0.0081	1368.0	27360	3.7038	0.5188
0.0081	1369.0	27380	4.0575	0.4813
0.0081	1370.0	27400	4.1599	0.4625
0.0081	1371.0	27420	3.8038	0.4938
0.0081	1372.0	27440	3.7071	0.5125
0.0081	1373.0	27460	3.5520	0.525
0.0081	1374.0	27480	3.5800	0.525
0.0095	1375.0	27500	3.4188	0.5312
0.0095	1376.0	27520	3.5305	0.5563
0.0095	1377.0	27540	3.6127	0.5312
0.0095	1378.0	27560	3.4183	0.55
0.0095	1379.0	27580	3.7399	0.5188
0.0095	1380.0	27600	3.8165	0.5062
0.0095	1381.0	27620	3.7343	0.4938
0.0095	1382.0	27640	3.8133	0.475
0.0095	1383.0	27660	3.1682	0.575
0.0095	1384.0	27680	3.6179	0.5125
0.0095	1385.0	27700	3.7575	0.5188
0.0095	1386.0	27720	3.4691	0.5125
0.0095	1387.0	27740	3.5560	0.5
0.0095	1388.0	27760	3.5094	0.5312
0.0095	1389.0	27780	3.9450	0.4875
0.0095	1390.0	27800	3.7693	0.5062
0.0095	1391.0	27820	3.6828	0.5125
0.0095	1392.0	27840	3.5659	0.5437
0.0095	1393.0	27860	3.6024	0.5188
0.0095	1394.0	27880	3.8329	0.4938
0.0095	1395.0	27900	4.0129	0.4813
0.0095	1396.0	27920	3.8598	0.4688
0.0095	1397.0	27940	3.7436	0.475
0.0095	1398.0	27960	3.8226	0.475
0.0095	1399.0	27980	3.6616	0.5125
0.0115	1400.0	28000	3.5930	0.5
0.0115	1401.0	28020	3.8654	0.4625
0.0115	1402.0	28040	3.1609	0.55
0.0115	1403.0	28060	3.5215	0.525
0.0115	1404.0	28080	3.4528	0.5062
0.0115	1405.0	28100	3.3662	0.525
0.0115	1406.0	28120	3.5541	0.5
0.0115	1407.0	28140	3.5353	0.525
0.0115	1408.0	28160	3.6740	0.475
0.0115	1409.0	28180	3.4965	0.4875
0.0115	1410.0	28200	3.6049	0.5312
0.0115	1411.0	28220	3.1367	0.5563
0.0115	1412.0	28240	3.6924	0.5
0.0115	1413.0	28260	3.1923	0.5188
0.0115	1414.0	28280	3.2385	0.5188
0.0115	1415.0	28300	3.7007	0.525
0.0115	1416.0	28320	3.4386	0.5188
0.0115	1417.0	28340	3.4700	0.5188
0.0115	1418.0	28360	3.6526	0.4625
0.0115	1419.0	28380	3.6352	0.4938
0.0115	1420.0	28400	3.8229	0.4813
0.0115	1421.0	28420	3.5342	0.5062
0.0115	1422.0	28440	3.6801	0.475
0.0115	1423.0	28460	3.7021	0.4813
0.0115	1424.0	28480	3.5709	0.5188
0.0112	1425.0	28500	3.6728	0.5062
0.0112	1426.0	28520	3.3980	0.5375
0.0112	1427.0	28540	3.6978	0.4938
0.0112	1428.0	28560	3.5568	0.5188
0.0112	1429.0	28580	3.4824	0.55
0.0112	1430.0	28600	3.4618	0.5188
0.0112	1431.0	28620	3.6804	0.5312
0.0112	1432.0	28640	3.6895	0.4875
0.0112	1433.0	28660	3.7384	0.4813
0.0112	1434.0	28680	3.3021	0.5312
0.0112	1435.0	28700	3.2835	0.525
0.0112	1436.0	28720	3.3991	0.5
0.0112	1437.0	28740	3.3143	0.55
0.0112	1438.0	28760	3.4602	0.4875
0.0112	1439.0	28780	3.3178	0.5437
0.0112	1440.0	28800	3.5820	0.5
0.0112	1441.0	28820	3.4220	0.5125
0.0112	1442.0	28840	3.4677	0.5375
0.0112	1443.0	28860	3.4708	0.5375
0.0112	1444.0	28880	3.2785	0.4875
0.0112	1445.0	28900	3.8932	0.45
0.0112	1446.0	28920	3.7989	0.5062
0.0112	1447.0	28940	3.5143	0.525
0.0112	1448.0	28960	3.5789	0.4813
0.0112	1449.0	28980	3.9821	0.4875
0.0066	1450.0	29000	3.6703	0.5125
0.0066	1451.0	29020	3.8154	0.4875
0.0066	1452.0	29040	3.6530	0.4813
0.0066	1453.0	29060	3.4999	0.5312
0.0066	1454.0	29080	3.8512	0.4625
0.0066	1455.0	29100	3.9728	0.4813
0.0066	1456.0	29120	3.6017	0.5062
0.0066	1457.0	29140	3.7258	0.4938
0.0066	1458.0	29160	4.0793	0.4437
0.0066	1459.0	29180	3.3929	0.5188
0.0066	1460.0	29200	3.5463	0.5375
0.0066	1461.0	29220	3.7090	0.5
0.0066	1462.0	29240	3.8308	0.4938
0.0066	1463.0	29260	3.8129	0.4938
0.0066	1464.0	29280	4.3853	0.4562
0.0066	1465.0	29300	3.5725	0.5312
0.0066	1466.0	29320	3.7452	0.4875
0.0066	1467.0	29340	3.5309	0.5312
0.0066	1468.0	29360	4.0853	0.4688
0.0066	1469.0	29380	3.8142	0.4813
0.0066	1470.0	29400	3.5568	0.5188
0.0066	1471.0	29420	3.8125	0.4938
0.0066	1472.0	29440	3.7630	0.5
0.0066	1473.0	29460	3.8326	0.5062
0.0066	1474.0	29480	3.6968	0.5188
0.0078	1475.0	29500	3.8046	0.475
0.0078	1476.0	29520	3.3630	0.5062
0.0078	1477.0	29540	3.4691	0.5188
0.0078	1478.0	29560	3.7730	0.5125
0.0078	1479.0	29580	4.0606	0.475
0.0078	1480.0	29600	3.5753	0.5312
0.0078	1481.0	29620	3.8577	0.4938
0.0078	1482.0	29640	3.8055	0.4875
0.0078	1483.0	29660	3.7099	0.5
0.0078	1484.0	29680	3.6104	0.525
0.0078	1485.0	29700	3.7323	0.5125
0.0078	1486.0	29720	4.0206	0.4813
0.0078	1487.0	29740	3.8966	0.4875
0.0078	1488.0	29760	3.6717	0.525
0.0078	1489.0	29780	3.9528	0.4938
0.0078	1490.0	29800	3.6918	0.5062
0.0078	1491.0	29820	4.1063	0.4875
0.0078	1492.0	29840	3.7489	0.5312
0.0078	1493.0	29860	4.1260	0.4813
0.0078	1494.0	29880	3.9608	0.4875
0.0078	1495.0	29900	3.5339	0.5125
0.0078	1496.0	29920	3.4625	0.5062
0.0078	1497.0	29940	3.7834	0.5375
0.0078	1498.0	29960	3.9895	0.5062
0.0078	1499.0	29980	4.1783	0.4938
0.007	1500.0	30000	4.1188	0.4875
0.007	1501.0	30020	3.8914	0.5062
0.007	1502.0	30040	3.4965	0.5437
0.007	1503.0	30060	3.9493	0.5188
0.007	1504.0	30080	3.8496	0.4562
0.007	1505.0	30100	4.2455	0.4562
0.007	1506.0	30120	3.8217	0.5125
0.007	1507.0	30140	3.5969	0.5125
0.007	1508.0	30160	3.8766	0.5188
0.007	1509.0	30180	3.3987	0.5625
0.007	1510.0	30200	3.8509	0.5062
0.007	1511.0	30220	3.7653	0.4813
0.007	1512.0	30240	3.7414	0.5375
0.007	1513.0	30260	3.8655	0.4562
0.007	1514.0	30280	3.7807	0.4875
0.007	1515.0	30300	3.9968	0.475
0.007	1516.0	30320	3.8638	0.4875
0.007	1517.0	30340	3.7400	0.4875
0.007	1518.0	30360	4.0188	0.4938
0.007	1519.0	30380	3.7271	0.5188
0.007	1520.0	30400	3.8270	0.4437
0.007	1521.0	30420	3.7228	0.4938
0.007	1522.0	30440	3.8751	0.4813
0.007	1523.0	30460	3.9524	0.4875
0.007	1524.0	30480	3.7036	0.5312
0.0089	1525.0	30500	4.1913	0.4813
0.0089	1526.0	30520	3.7283	0.4938
0.0089	1527.0	30540	3.4586	0.5437
0.0089	1528.0	30560	3.9074	0.5062
0.0089	1529.0	30580	3.5957	0.5312
0.0089	1530.0	30600	3.5791	0.5437
0.0089	1531.0	30620	3.5786	0.5375
0.0089	1532.0	30640	3.6926	0.5375
0.0089	1533.0	30660	3.8265	0.5125
0.0089	1534.0	30680	3.4371	0.5563
0.0089	1535.0	30700	3.5720	0.5312
0.0089	1536.0	30720	3.6659	0.4938
0.0089	1537.0	30740	3.5761	0.525
0.0089	1538.0	30760	3.9289	0.475
0.0089	1539.0	30780	3.8175	0.4813
0.0089	1540.0	30800	3.8219	0.5125
0.0089	1541.0	30820	3.3529	0.5188
0.0089	1542.0	30840	3.8853	0.5125
0.0089	1543.0	30860	3.5623	0.5687

The model card is truncated. Read the rest on Hugging Face.

Task: Image Classification
Library: transformers
Type: vit
License: apache-2.0
Created: Jun 2, 2024
Updated: Jun 2, 2024