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# Emotion-Image-Classification-V4

This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/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   |
| 0.0089        | 1544.0 | 30880 | 3.6062          | 0.525    |
| 0.0089        | 1545.0 | 30900 | 3.6382          | 0.55     |
| 0.0089        | 1546.0 | 30920 | 3.7286          | 0.5312   |
| 0.0089        | 1547.0 | 30940 | 3.5112          | 0.5437   |
| 0.0089        | 1548.0 | 30960 | 3.5616          | 0.55     |
| 0.0089        | 1549.0 | 30980 | 3.8540          | 0.5062   |
| 0.0069        | 1550.0 | 31000 | 3.6433          | 0.5188   |
| 0.0069        | 1551.0 | 31020 | 3.3866          | 0.55     |
| 0.0069        | 1552.0 | 31040 | 3.5347          | 0.5437   |
| 0.0069        | 1553.0 | 31060 | 3.3935          | 0.5563   |
| 0.0069        | 1554.0 | 31080 | 3.6488          | 0.5312   |
| 0.0069        | 1555.0 | 31100 | 3.3029          | 0.5563   |
| 0.0069        | 1556.0 | 31120 | 3.3520          | 0.5563   |
| 0.0069        | 1557.0 | 31140 | 3.8049          | 0.4875   |
| 0.0069        | 1558.0 | 31160 | 3.9492          | 0.4688   |
| 0.0069        | 1559.0 | 31180 | 3.8403          | 0.5188   |
| 0.0069        | 1560.0 | 31200 | 3.7844          | 0.5062   |
| 0.0069        | 1561.0 | 31220 | 4.0335          | 0.4813   |
| 0.0069        | 1562.0 | 31240 | 3.3750          | 0.5437   |
| 0.0069        | 1563.0 | 31260 | 3.7349          | 0.5125   |
| 0.0069        | 1564.0 | 31280 | 3.8354          | 0.5      |
| 0.0069        | 1565.0 | 31300 | 3.9020          | 0.5188   |
| 0.0069        | 1566.0 | 31320 | 3.9173          | 0.4875   |
| 0.0069        | 1567.0 | 31340 | 3.6398          | 0.5125   |
| 0.0069        | 1568.0 | 31360 | 3.6770          | 0.5188   |
| 0.0069        | 1569.0 | 31380 | 3.8472          | 0.4938   |
| 0.0069        | 1570.0 | 31400 | 3.5598          | 0.5437   |
| 0.0069        | 1571.0 | 31420 | 3.7253          | 0.5125   |
| 0.0069        | 1572.0 | 31440 | 3.5026          | 0.5375   |
| 0.0069        | 1573.0 | 31460 | 3.7514          | 0.5      |
| 0.0069        | 1574.0 | 31480 | 4.1247          | 0.4688   |
| 0.0089        | 1575.0 | 31500 | 3.9001          | 0.5062   |
| 0.0089        | 1576.0 | 31520 | 3.3372          | 0.5062   |
| 0.0089        | 1577.0 | 31540 | 4.0196          | 0.4688   |
| 0.0089        | 1578.0 | 31560 | 3.5506          | 0.4938   |
| 0.0089        | 1579.0 | 31580 | 3.8281          | 0.4688   |
| 0.0089        | 1580.0 | 31600 | 3.5393          | 0.5188   |
| 0.0089        | 1581.0 | 31620 | 3.8749          | 0.4688   |
| 0.0089        | 1582.0 | 31640 | 3.9261          | 0.4625   |
| 0.0089        | 1583.0 | 31660 | 3.5799          | 0.5188   |
| 0.0089        | 1584.0 | 31680 | 3.7924          | 0.4938   |
| 0.0089        | 1585.0 | 31700 | 3.8423          | 0.5375   |
| 0.0089        | 1586.0 | 31720 | 3.8409          | 0.5188   |
| 0.0089        | 1587.0 | 31740 | 3.7562          | 0.5062   |
| 0.0089        | 1588.0 | 31760 | 3.6478          | 0.5125   |
| 0.0089        | 1589.0 | 31780 | 3.9379          | 0.5062   |
| 0.0089        | 1590.0 | 31800 | 3.6161          | 0.5312   |
| 0.0089        | 1591.0 | 31820 | 3.7724          | 0.5312   |
| 0.0089        | 1592.0 | 31840 | 3.4132          | 0.55     |
| 0.0089        | 1593.0 | 31860 | 3.8260          | 0.475    |
| 0.0089        | 1594.0 | 31880 | 3.6488          | 0.5188   |
| 0.0089        | 1595.0 | 31900 | 3.9468          | 0.5062   |
| 0.0089        | 1596.0 | 31920 | 3.5927          | 0.5188   |
| 0.0089        | 1597.0 | 31940 | 3.9776          | 0.4813   |
| 0.0089        | 1598.0 | 31960 | 3.5431          | 0.4813   |
| 0.0089        | 1599.0 | 31980 | 3.5767          | 0.5125   |
| 0.0069        | 1600.0 | 32000 | 3.6854          | 0.5062   |
| 0.0069        | 1601.0 | 32020 | 3.6526          | 0.5312   |
| 0.0069        | 1602.0 | 32040 | 3.6425          | 0.5312   |
| 0.0069        | 1603.0 | 32060 | 3.4591          | 0.5563   |
| 0.0069        | 1604.0 | 32080 | 3.5137          | 0.5437   |
| 0.0069        | 1605.0 | 32100 | 3.5506          | 0.5375   |
| 0.0069        | 1606.0 | 32120 | 3.9099          | 0.4875   |
| 0.0069        | 1607.0 | 32140 | 3.9711          | 0.475    |
| 0.0069        | 1608.0 | 32160 | 4.0674          | 0.4938   |
| 0.0069        | 1609.0 | 32180 | 3.8455          | 0.525    |
| 0.0069        | 1610.0 | 32200 | 3.8030          | 0.5062   |
| 0.0069        | 1611.0 | 32220 | 4.0173          | 0.4875   |
| 0.0069        | 1612.0 | 32240 | 3.8069          | 0.5062   |
| 0.0069        | 1613.0 | 32260 | 3.5816          | 0.5      |
| 0.0069        | 1614.0 | 32280 | 3.8843          | 0.4938   |
| 0.0069        | 1615.0 | 32300 | 3.4325          | 0.5437   |
| 0.0069        | 1616.0 | 32320 | 3.6636          | 0.525    |
| 0.0069        | 1617.0 | 32340 | 3.6169          | 0.525    |
| 0.0069        | 1618.0 | 32360 | 3.5510          | 0.5062   |
| 0.0069        | 1619.0 | 32380 | 3.7135          | 0.4875   |
| 0.0069        | 1620.0 | 32400 | 4.0262          | 0.4875   |
| 0.0069        | 1621.0 | 32420 | 3.9107          | 0.475    |
| 0.0069        | 1622.0 | 32440 | 3.6845          | 0.5062   |
| 0.0069        | 1623.0 | 32460 | 3.6580          | 0.5125   |
| 0.0069        | 1624.0 | 32480 | 3.4443          | 0.5125   |
| 0.0072        | 1625.0 | 32500 | 3.7480          | 0.4938   |
| 0.0072        | 1626.0 | 32520 | 3.9409          | 0.475    |
| 0.0072        | 1627.0 | 32540 | 4.0518          | 0.4875   |
| 0.0072        | 1628.0 | 32560 | 3.6102          | 0.5312   |
| 0.0072        | 1629.0 | 32580 | 3.8074          | 0.5      |
| 0.0072        | 1630.0 | 32600 | 4.0326          | 0.4875   |
| 0.0072        | 1631.0 | 32620 | 3.7451          | 0.5188   |
| 0.0072        | 1632.0 | 32640 | 3.9532          | 0.4813   |
| 0.0072        | 1633.0 | 32660 | 3.7434          | 0.5312   |
| 0.0072        | 1634.0 | 32680 | 3.8486          | 0.4938   |
| 0.0072        | 1635.0 | 32700 | 4.1172          | 0.475    |
| 0.0072        | 1636.0 | 32720 | 3.7096          | 0.5312   |
| 0.0072        | 1637.0 | 32740 | 3.7737          | 0.525    |
| 0.0072        | 1638.0 | 32760 | 3.8021          | 0.5      |
| 0.0072        | 1639.0 | 32780 | 4.2983          | 0.4562   |
| 0.0072        | 1640.0 | 32800 | 3.7786          | 0.5375   |
| 0.0072        | 1641.0 | 32820 | 3.6014          | 0.5312   |
| 0.0072        | 1642.0 | 32840 | 3.9173          | 0.5312   |
| 0.0072        | 1643.0 | 32860 | 3.5864          | 0.525    |
| 0.0072        | 1644.0 | 32880 | 3.8860          | 0.4938   |
| 0.0072        | 1645.0 | 32900 | 3.8441          | 0.4938   |
| 0.0072        | 1646.0 | 32920 | 3.7427          | 0.5188   |
| 0.0072        | 1647.0 | 32940 | 3.8448          | 0.5125   |
| 0.0072        | 1648.0 | 32960 | 3.7688          | 0.475    |
| 0.0072        | 1649.0 | 32980 | 3.6119          | 0.5125   |
| 0.007         | 1650.0 | 33000 | 3.8529          | 0.4938   |
| 0.007         | 1651.0 | 33020 | 3.8934          | 0.5      |
| 0.007         | 1652.0 | 33040 | 3.6918          | 0.5375   |
| 0.007         | 1653.0 | 33060 | 3.9749          | 0.4688   |
| 0.007         | 1654.0 | 33080 | 4.3573          | 0.475    |
| 0.007         | 1655.0 | 33100 | 4.0627          | 0.475    |
| 0.007         | 1656.0 | 33120 | 3.7453          | 0.5188   |
| 0.007         | 1657.0 | 33140 | 3.8375          | 0.5375   |
| 0.007         | 1658.0 | 33160 | 3.8297          | 0.4938   |
| 0.007         | 1659.0 | 33180 | 3.7262          | 0.4938   |
| 0.007         | 1660.0 | 33200 | 4.2303          | 0.4375   |
| 0.007         | 1661.0 | 33220 | 3.6101          | 0.525    |
| 0.007         | 1662.0 | 33240 | 3.8502          | 0.5062   |
| 0.007         | 1663.0 | 33260 | 3.7897          | 0.5188   |
| 0.007         | 1664.0 | 33280 | 3.9631          | 0.5062   |
| 0.007         | 1665.0 | 33300 | 3.4027          | 0.5625   |
| 0.007         | 1666.0 | 33320 | 3.7326          | 0.5375   |
| 0.007         | 1667.0 | 33340 | 3.9784          | 0.525    |
| 0.007         | 1668.0 | 33360 | 3.3662          | 0.5375   |
| 0.007         | 1669.0 | 33380 | 3.8226          | 0.5      |
| 0.007         | 1670.0 | 33400 | 3.8913          | 0.5188   |
| 0.007         | 1671.0 | 33420 | 3.7381          | 0.5      |
| 0.007         | 1672.0 | 33440 | 3.6422          | 0.5188   |
| 0.007         | 1673.0 | 33460 | 3.3030          | 0.5875   |
| 0.007         | 1674.0 | 33480 | 3.6164          | 0.5375   |
| 0.0066        | 1675.0 | 33500 | 3.8416          | 0.5188   |
| 0.0066        | 1676.0 | 33520 | 3.5980          | 0.5188   |
| 0.0066        | 1677.0 | 33540 | 3.9038          | 0.4875   |
| 0.0066        | 1678.0 | 33560 | 3.7403          | 0.5312   |
| 0.0066        | 1679.0 | 33580 | 3.6090          | 0.5125   |
| 0.0066        | 1680.0 | 33600 | 3.7854          | 0.5312   |
| 0.0066        | 1681.0 | 33620 | 3.6119          | 0.5312   |
| 0.0066        | 1682.0 | 33640 | 3.6165          | 0.4875   |
| 0.0066        | 1683.0 | 33660 | 3.8487          | 0.5062   |
| 0.0066        | 1684.0 | 33680 | 3.8031          | 0.5125   |
| 0.0066        | 1685.0 | 33700 | 3.8547          | 0.5      |
| 0.0066        | 1686.0 | 33720 | 3.6840          | 0.4875   |
| 0.0066        | 1687.0 | 33740 | 3.5057          | 0.5437   |
| 0.0066        | 1688.0 | 33760 | 3.6624          | 0.5188   |
| 0.0066        | 1689.0 | 33780 | 3.6688          | 0.5188   |
| 0.0066        | 1690.0 | 33800 | 4.1043          | 0.4875   |
| 0.0066        | 1691.0 | 33820 | 3.6870          | 0.55     |
| 0.0066        | 1692.0 | 33840 | 3.5136          | 0.525    |
| 0.0066        | 1693.0 | 33860 | 3.3991          | 0.55     |
| 0.0066        | 1694.0 | 33880 | 3.7252          | 0.4938   |
| 0.0066        | 1695.0 | 33900 | 3.4683          | 0.5375   |
| 0.0066        | 1696.0 | 33920 | 3.8333          | 0.5188   |
| 0.0066        | 1697.0 | 33940 | 4.2411          | 0.475    |
| 0.0066        | 1698.0 | 33960 | 3.6630          | 0.5312   |
| 0.0066        | 1699.0 | 33980 | 3.6544          | 0.5      |
| 0.0087        | 1700.0 | 34000 | 3.6817          | 0.5312   |
| 0.0087        | 1701.0 | 34020 | 3.6503          | 0.5125   |
| 0.0087        | 1702.0 | 34040 | 3.7585          | 0.4938   |
| 0.0087        | 1703.0 | 34060 | 3.8614          | 0.5      |
| 0.0087        | 1704.0 | 34080 | 4.0259          | 0.475    |
| 0.0087        | 1705.0 | 34100 | 3.7443          | 0.5125   |
| 0.0087        | 1706.0 | 34120 | 3.9810          | 0.4813   |
| 0.0087        | 1707.0 | 34140 | 4.0476          | 0.4813   |
| 0.0087        | 1708.0 | 34160 | 4.0666          | 0.4938   |
| 0.0087        | 1709.0 | 34180 | 3.9116          | 0.5062   |
| 0.0087        | 1710.0 | 34200 | 4.1881          | 0.475    |
| 0.0087        | 1711.0 | 34220 | 4.3064          | 0.4313   |
| 0.0087        | 1712.0 | 34240 | 3.9008          | 0.525    |
| 0.0087        | 1713.0 | 34260 | 3.8575          | 0.5312   |
| 0.0087        | 1714.0 | 34280 | 4.2154          | 0.4437   |
| 0.0087        | 1715.0 | 34300 | 3.6505          | 0.5062   |
| 0.0087        | 1716.0 | 34320 | 3.8690          | 0.5      |
| 0.0087        | 1717.0 | 34340 | 3.9970          | 0.4688   |
| 0.0087        | 1718.0 | 34360 | 3.8468          | 0.4875   |
| 0.0087        | 1719.0 | 34380 | 4.1328          | 0.4938   |
| 0.0087        | 1720.0 | 34400 | 3.6152          | 0.5375   |
| 0.0087        | 1721.0 | 34420 | 3.5483          | 0.5375   |
| 0.0087        | 1722.0 | 34440 | 3.9786          | 0.525    |
| 0.0087        | 1723.0 | 34460 | 3.9070          | 0.4938   |
| 0.0087        | 1724.0 | 34480 | 4.0482          | 0.4938   |
| 0.0066        | 1725.0 | 34500 | 3.7322          | 0.5375   |
| 0.0066        | 1726.0 | 34520 | 3.7879          | 0.5125   |
| 0.0066        | 1727.0 | 34540 | 4.0192          | 0.4875   |
| 0.0066        | 1728.0 | 34560 | 3.9940          | 0.4625   |
| 0.0066        | 1729.0 | 34580 | 3.9109          | 0.525    |
| 0.0066        | 1730.0 | 34600 | 3.9896          | 0.4813   |
| 0.0066        | 1731.0 | 34620 | 4.0438          | 0.525    |
| 0.0066        | 1732.0 | 34640 | 3.8162          | 0.5188   |
| 0.0066        | 1733.0 | 34660 | 3.9106          | 0.5062   |
| 0.0066        | 1734.0 | 34680 | 4.0294          | 0.5      |
| 0.0066        | 1735.0 | 34700 | 4.0225          | 0.4688   |
| 0.0066        | 1736.0 | 34720 | 4.0172          | 0.5062   |
| 0.0066        | 1737.0 | 34740 | 3.5384          | 0.5563   |
| 0.0066        | 1738.0 | 34760 | 3.6888          | 0.5375   |
| 0.0066        | 1739.0 | 34780 | 4.0128          | 0.4875   |
| 0.0066        | 1740.0 | 34800 | 3.9046          | 0.4813   |
| 0.0066        | 1741.0 | 34820 | 3.9191          | 0.4875   |
| 0.0066        | 1742.0 | 34840 | 4.2556          | 0.475    |
| 0.0066        | 1743.0 | 34860 | 3.9387          | 0.4875   |
| 0.0066        | 1744.0 | 34880 | 3.9605          | 0.5062   |
| 0.0066        | 1745.0 | 34900 | 4.1412          | 0.4813   |
| 0.0066        | 1746.0 | 34920 | 3.8601          | 0.525    |
| 0.0066        | 1747.0 | 34940 | 4.1124          | 0.475    |
| 0.0066        | 1748.0 | 34960 | 4.1563          | 0.4938   |
| 0.0066        | 1749.0 | 34980 | 4.1383          | 0.4562   |
| 0.0065        | 1750.0 | 35000 | 3.9514          | 0.5062   |
| 0.0065        | 1751.0 | 35020 | 4.0875          | 0.475    |
| 0.0065        | 1752.0 | 35040 | 3.8139          | 0.5375   |
| 0.0065        | 1753.0 | 35060 | 3.9842          | 0.4938   |
| 0.0065        | 1754.0 | 35080 | 3.9793          | 0.4813   |
| 0.0065        | 1755.0 | 35100 | 4.0870          | 0.475    |
| 0.0065        | 1756.0 | 35120 | 3.9340          | 0.475    |
| 0.0065        | 1757.0 | 35140 | 3.9020          | 0.5375   |
| 0.0065        | 1758.0 | 35160 | 3.9085          | 0.5      |
| 0.0065        | 1759.0 | 35180 | 3.8478          | 0.5125   |
| 0.0065        | 1760.0 | 35200 | 3.9081          | 0.5      |
| 0.0065        | 1761.0 | 35220 | 4.0758          | 0.4625   |
| 0.0065        | 1762.0 | 35240 | 4.0406          | 0.4688   |
| 0.0065        | 1763.0 | 35260 | 4.0557          | 0.4813   |
| 0.0065        | 1764.0 | 35280 | 4.0862          | 0.5062   |
| 0.0065        | 1765.0 | 35300 | 3.7020          | 0.4875   |
| 0.0065        | 1766.0 | 35320 | 4.1734          | 0.4875   |
| 0.0065        | 1767.0 | 35340 | 4.2329          | 0.4437   |
| 0.0065        | 1768.0 | 35360 | 4.0638          | 0.4813   |
| 0.0065        | 1769.0 | 35380 | 4.1857          | 0.4938   |
| 0.0065        | 1770.0 | 35400 | 4.3392          | 0.4375   |
| 0.0065        | 1771.0 | 35420 | 4.1764          | 0.4562   |
| 0.0065        | 1772.0 | 35440 | 3.9983          | 0.45     |
| 0.0065        | 1773.0 | 35460 | 4.0224          | 0.4875   |
| 0.0065        | 1774.0 | 35480 | 4.3566          | 0.4688   |
| 0.0075        | 1775.0 | 35500 | 3.9888          | 0.5062   |
| 0.0075        | 1776.0 | 35520 | 3.8429          | 0.5312   |
| 0.0075        | 1777.0 | 35540 | 4.3229          | 0.45     |
| 0.0075        | 1778.0 | 35560 | 4.2507          | 0.4875   |
| 0.0075        | 1779.0 | 35580 | 4.0246          | 0.4875   |
| 0.0075        | 1780.0 | 35600 | 3.8722          | 0.4938   |
| 0.0075        | 1781.0 | 35620 | 3.9819          | 0.4875   |
| 0.0075        | 1782.0 | 35640 | 3.9875          | 0.4813   |
| 0.0075        | 1783.0 | 35660 | 4.1182          | 0.5062   |
| 0.0075        | 1784.0 | 35680 | 4.3868          | 0.4313   |
| 0.0075        | 1785.0 | 35700 | 3.8966          | 0.5062   |
| 0.0075        | 1786.0 | 35720 | 3.8568          | 0.4875   |
| 0.0075        | 1787.0 | 35740 | 3.8075          | 0.5      |
| 0.0075        | 1788.0 | 35760 | 3.8027          | 0.5125   |
| 0.0075        | 1789.0 | 35780 | 3.9431          | 0.5      |
| 0.0075        | 1790.0 | 35800 | 3.8242          | 0.5188   |
| 0.0075        | 1791.0 | 35820 | 3.5250          | 0.5437   |
| 0.0075        | 1792.0 | 35840 | 4.0127          | 0.4688   |
| 0.0075        | 1793.0 | 35860 | 3.9021          | 0.4938   |
| 0.0075        | 1794.0 | 35880 | 4.2327          | 0.475    |
| 0.0075        | 1795.0 | 35900 | 3.8184          | 0.4813   |
| 0.0075        | 1796.0 | 35920 | 4.3007          | 0.475    |
| 0.0075        | 1797.0 | 35940 | 3.8774          | 0.5188   |
| 0.0075        | 1798.0 | 35960 | 4.1321          | 0.45     |
| 0.0075        | 1799.0 | 35980 | 3.9628          | 0.4938   |
| 0.0072        | 1800.0 | 36000 | 4.1066          | 0.4688   |
| 0.0072        | 1801.0 | 36020 | 4.1602          | 0.475    |
| 0.0072        | 1802.0 | 36040 | 3.9392          | 0.4562   |
| 0.0072        | 1803.0 | 36060 | 3.6531          | 0.5125   |
| 0.0072        | 1804.0 | 36080 | 3.9279          | 0.5062   |
| 0.0072        | 1805.0 | 36100 | 4.1197          | 0.4813   |
| 0.0072        | 1806.0 | 36120 | 4.2449          | 0.4625   |
| 0.0072        | 1807.0 | 36140 | 3.6718          | 0.5312   |
| 0.0072        | 1808.0 | 36160 | 3.9131          | 0.5188   |
| 0.0072        | 1809.0 | 36180 | 3.8741          | 0.5062   |
| 0.0072        | 1810.0 | 36200 | 4.0043          | 0.475    |
| 0.0072        | 1811.0 | 36220 | 4.3825          | 0.475    |
| 0.0072        | 1812.0 | 36240 | 4.2649          | 0.45     |
| 0.0072        | 1813.0 | 36260 | 4.3837          | 0.45     |
| 0.0072        | 1814.0 | 36280 | 3.8480          | 0.4938   |
| 0.0072        | 1815.0 | 36300 | 3.8737          | 0.5125   |
| 0.0072        | 1816.0 | 36320 | 4.2808          | 0.4375   |
| 0.0072        | 1817.0 | 36340 | 4.3612          | 0.45     |
| 0.0072        | 1818.0 | 36360 | 3.9679          | 0.4688   |
| 0.0072        | 1819.0 | 36380 | 3.7645          | 0.4938   |
| 0.0072        | 1820.0 | 36400 | 3.9835          | 0.4688   |
| 0.0072        | 1821.0 | 36420 | 3.7358          | 0.4938   |
| 0.0072        | 1822.0 | 36440 | 4.0024          | 0.4938   |
| 0.0072        | 1823.0 | 36460 | 4.0752          | 0.475    |
| 0.0072        | 1824.0 | 36480 | 3.7977          | 0.4875   |
| 0.0057        | 1825.0 | 36500 | 4.0785          | 0.5      |
| 0.0057        | 1826.0 | 36520 | 3.9832          | 0.5      |
| 0.0057        | 1827.0 | 36540 | 4.0113          | 0.4813   |
| 0.0057        | 1828.0 | 36560 | 3.7723          | 0.5125   |
| 0.0057        | 1829.0 | 36580 | 3.8836          | 0.4875   |
| 0.0057        | 1830.0 | 36600 | 3.8016          | 0.5062   |
| 0.0057        | 1831.0 | 36620 | 3.9214          | 0.475    |
| 0.0057        | 1832.0 | 36640 | 3.9372          | 0.4938   |
| 0.0057        | 1833.0 | 36660 | 4.0176          | 0.5      |
| 0.0057        | 1834.0 | 36680 | 3.9285          | 0.5188   |
| 0.0057        | 1835.0 | 36700 | 3.7404          | 0.5062   |
| 0.0057        | 1836.0 | 36720 | 4.0814          | 0.475    |
| 0.0057        | 1837.0 | 36740 | 4.4025          | 0.4625   |
| 0.0057        | 1838.0 | 36760 | 3.8625          | 0.4938   |
| 0.0057        | 1839.0 | 36780 | 3.7725          | 0.475    |
| 0.0057        | 1840.0 | 36800 | 3.8341          | 0.5      |
| 0.0057        | 1841.0 | 36820 | 3.8060          | 0.5      |
| 0.0057        | 1842.0 | 36840 | 4.1753          | 0.4813   |
| 0.0057        | 1843.0 | 36860 | 4.0823          | 0.4938   |
| 0.0057        | 1844.0 | 36880 | 4.1750          | 0.4688   |
| 0.0057        | 1845.0 | 36900 | 4.0776          | 0.5      |
| 0.0057        | 1846.0 | 36920 | 4.1708          | 0.4813   |
| 0.0057        | 1847.0 | 36940 | 4.2221          | 0.45     |
| 0.0057        | 1848.0 | 36960 | 4.1430          | 0.4625   |
| 0.0057        | 1849.0 | 36980 | 4.2012          | 0.4688   |
| 0.0064        | 1850.0 | 37000 | 4.4108          | 0.4625   |
| 0.0064        | 1851.0 | 37020 | 3.9751          | 0.5      |
| 0.0064        | 1852.0 | 37040 | 4.0475          | 0.5      |
| 0.0064        | 1853.0 | 37060 | 3.8595          | 0.5125   |
| 0.0064        | 1854.0 | 37080 | 3.8368          | 0.5      |
| 0.0064        | 1855.0 | 37100 | 3.5245          | 0.5312   |
| 0.0064        | 1856.0 | 37120 | 3.8211          | 0.55     |
| 0.0064        | 1857.0 | 37140 | 3.9516          | 0.475    |
| 0.0064        | 1858.0 | 37160 | 3.9830          | 0.5      |
| 0.0064        | 1859.0 | 37180 | 4.0530          | 0.45     |
| 0.0064        | 1860.0 | 37200 | 3.7216          | 0.5062   |
| 0.0064        | 1861.0 | 37220 | 3.9681          | 0.475    |
| 0.0064        | 1862.0 | 37240 | 3.8846          | 0.5375   |
| 0.0064        | 1863.0 | 37260 | 3.8013          | 0.5312   |
| 0.0064        | 1864.0 | 37280 | 3.9241          | 0.4875   |
| 0.0064        | 1865.0 | 37300 | 4.0860          | 0.5062   |
| 0.0064        | 1866.0 | 37320 | 3.9133          | 0.5125   |
| 0.0064        | 1867.0 | 37340 | 4.0435          | 0.4875   |
| 0.0064        | 1868.0 | 37360 | 3.6957          | 0.525    |
| 0.0064        | 1869.0 | 37380 | 3.8919          | 0.5312   |
| 0.0064        | 1870.0 | 37400 | 4.0624          | 0.5062   |
| 0.0064        | 1871.0 | 37420 | 3.8735          | 0.5      |
| 0.0064        | 1872.0 | 37440 | 3.9985          | 0.4938   |
| 0.0064        | 1873.0 | 37460 | 3.8786          | 0.5188   |
| 0.0064        | 1874.0 | 37480 | 4.1785          | 0.4688   |
| 0.0058        | 1875.0 | 37500 | 3.9927          | 0.5062   |
| 0.0058        | 1876.0 | 37520 | 4.0092          | 0.4813   |
| 0.0058        | 1877.0 | 37540 | 4.0539          | 0.4875   |
| 0.0058        | 1878.0 | 37560 | 3.9032          | 0.4938   |
| 0.0058        | 1879.0 | 37580 | 3.7410          | 0.5375   |
| 0.0058        | 1880.0 | 37600 | 3.9092          | 0.5062   |
| 0.0058        | 1881.0 | 37620 | 4.1035          | 0.4875   |
| 0.0058        | 1882.0 | 37640 | 3.9595          | 0.5      |
| 0.0058        | 1883.0 | 37660 | 3.7514          | 0.525    |
| 0.0058        | 1884.0 | 37680 | 3.8702          | 0.5      |
| 0.0058        | 1885.0 | 37700 | 3.8307          | 0.5062   |
| 0.0058        | 1886.0 | 37720 | 3.7795          | 0.525    |
| 0.0058        | 1887.0 | 37740 | 3.8831          | 0.4875   |
| 0.0058        | 1888.0 | 37760 | 4.0139          | 0.475    |
| 0.0058        | 1889.0 | 37780 | 3.8620          | 0.525    |
| 0.0058        | 1890.0 | 37800 | 3.8279          | 0.4938   |
| 0.0058        | 1891.0 | 37820 | 3.9242          | 0.5      |
| 0.0058        | 1892.0 | 37840 | 3.9388          | 0.5312   |
| 0.0058        | 1893.0 | 37860 | 3.5526          | 0.55     |
| 0.0058        | 1894.0 | 37880 | 3.8511          | 0.5437   |
| 0.0058        | 1895.0 | 37900 | 4.0646          | 0.5      |
| 0.0058        | 1896.0 | 37920 | 3.8437          | 0.525    |
| 0.0058        | 1897.0 | 37940 | 3.6026          | 0.5312   |
| 0.0058        | 1898.0 | 37960 | 3.7591          | 0.5125   |
| 0.0058        | 1899.0 | 37980 | 3.6423          | 0.525    |
| 0.0073        | 1900.0 | 38000 | 3.5120          | 0.5563   |
| 0.0073        | 1901.0 | 38020 | 3.9360          | 0.5125   |
| 0.0073        | 1902.0 | 38040 | 3.9391          | 0.5      |
| 0.0073        | 1903.0 | 38060 | 3.9434          | 0.475    |
| 0.0073        | 1904.0 | 38080 | 3.8295          | 0.5062   |
| 0.0073        | 1905.0 | 38100 | 4.1694          | 0.4875   |
| 0.0073        | 1906.0 | 38120 | 4.1178          | 0.5062   |
| 0.0073        | 1907.0 | 38140 | 3.7608          | 0.5062   |
| 0.0073        | 1908.0 | 38160 | 3.8547          | 0.5125   |
| 0.0073        | 1909.0 | 38180 | 4.1775          | 0.4813   |
| 0.0073        | 1910.0 | 38200 | 3.8573          | 0.4938   |
| 0.0073        | 1911.0 | 38220 | 3.5556          | 0.55     |
| 0.0073        | 1912.0 | 38240 | 3.8953          | 0.5      |
| 0.0073        | 1913.0 | 38260 | 3.8870          | 0.5062   |
| 0.0073        | 1914.0 | 38280 | 3.7887          | 0.5      |
| 0.0073        | 1915.0 | 38300 | 3.9388          | 0.5062   |
| 0.0073        | 1916.0 | 38320 | 3.8422          | 0.5375   |
| 0.0073        | 1917.0 | 38340 | 4.2401          | 0.4813   |
| 0.0073        | 1918.0 | 38360 | 4.2014          | 0.475    |
| 0.0073        | 1919.0 | 38380 | 3.8615          | 0.5437   |
| 0.0073        | 1920.0 | 38400 | 3.8832          | 0.5      |
| 0.0073        | 1921.0 | 38420 | 3.8236          | 0.475    |
| 0.0073        | 1922.0 | 38440 | 3.7337          | 0.5437   |
| 0.0073        | 1923.0 | 38460 | 3.8517          | 0.5125   |
| 0.0073        | 1924.0 | 38480 | 3.7974          | 0.5      |
| 0.0062        | 1925.0 | 38500 | 4.0730          | 0.45     |
| 0.0062        | 1926.0 | 38520 | 3.9126          | 0.4813   |
| 0.0062        | 1927.0 | 38540 | 3.7544          | 0.5125   |
| 0.0062        | 1928.0 | 38560 | 4.1031          | 0.4813   |
| 0.0062        | 1929.0 | 38580 | 4.1482          | 0.4688   |
| 0.0062        | 1930.0 | 38600 | 4.1480          | 0.4813   |
| 0.0062        | 1931.0 | 38620 | 4.3127          | 0.4625   |
| 0.0062        | 1932.0 | 38640 | 3.8465          | 0.5062   |
| 0.0062        | 1933.0 | 38660 | 3.9449          | 0.5062   |
| 0.0062        | 1934.0 | 38680 | 3.5544          | 0.5312   |
| 0.0062        | 1935.0 | 38700 | 3.9209          | 0.5062   |
| 0.0062        | 1936.0 | 38720 | 4.1716          | 0.475    |
| 0.0062        | 1937.0 | 38740 | 3.8696          | 0.4938   |
| 0.0062        | 1938.0 | 38760 | 3.7458          | 0.5188   |
| 0.0062        | 1939.0 | 38780 | 4.0346          | 0.5125   |
| 0.0062        | 1940.0 | 38800 | 4.1220          | 0.4688   |
| 0.0062        | 1941.0 | 38820 | 3.6921          | 0.525    |
| 0.0062        | 1942.0 | 38840 | 3.7891          | 0.4813   |
| 0.0062        | 1943.0 | 38860 | 3.8902          | 0.4938   |
| 0.0062        | 1944.0 | 38880 | 4.1618          | 0.4813   |
| 0.0062        | 1945.0 | 38900 | 4.1959          | 0.4938   |
| 0.0062        | 1946.0 | 38920 | 4.2260          | 0.5      |
| 0.0062        | 1947.0 | 38940 | 4.0305          | 0.5188   |
| 0.0062        | 1948.0 | 38960 | 4.0589          | 0.5      |
| 0.0062        | 1949.0 | 38980 | 3.9614          | 0.5125   |
| 0.0052        | 1950.0 | 39000 | 4.0859          | 0.5      |
| 0.0052        | 1951.0 | 39020 | 4.0547          | 0.4813   |
| 0.0052        | 1952.0 | 39040 | 4.1051          | 0.4688   |
| 0.0052        | 1953.0 | 39060 | 3.9420          | 0.5062   |
| 0.0052        | 1954.0 | 39080 | 4.1913          | 0.4938   |
| 0.0052        | 1955.0 | 39100 | 3.6728          | 0.525    |
| 0.0052        | 1956.0 | 39120 | 3.7339          | 0.5062   |
| 0.0052        | 1957.0 | 39140 | 3.8706          | 0.5062   |
| 0.0052        | 1958.0 | 39160 | 4.1083          | 0.45     |
| 0.0052        | 1959.0 | 39180 | 3.8529          | 0.525    |
| 0.0052        | 1960.0 | 39200 | 4.0162          | 0.4875   |
| 0.0052        | 1961.0 | 39220 | 3.9260          | 0.5062   |
| 0.0052        | 1962.0 | 39240 | 3.8766          | 0.5062   |
| 0.0052        | 1963.0 | 39260 | 3.7865          | 0.5      |
| 0.0052        | 1964.0 | 39280 | 3.7958          | 0.5125   |
| 0.0052        | 1965.0 | 39300 | 3.9504          | 0.5188   |
| 0.0052        | 1966.0 | 39320 | 3.7993          | 0.5188   |
| 0.0052        | 1967.0 | 39340 | 3.9304          | 0.5      |
| 0.0052        | 1968.0 | 39360 | 3.5975          | 0.525    |
| 0.0052        | 1969.0 | 39380 | 3.8667          | 0.5062   |
| 0.0052        | 1970.0 | 39400 | 3.9759          | 0.5      |
| 0.0052        | 1971.0 | 39420 | 4.0659          | 0.4688   |
| 0.0052        | 1972.0 | 39440 | 3.6843          | 0.55     |
| 0.0052        | 1973.0 | 39460 | 3.8383          | 0.5      |
| 0.0052        | 1974.0 | 39480 | 4.1042          | 0.4938   |
| 0.0057        | 1975.0 | 39500 | 3.7899          | 0.5125   |
| 0.0057        | 1976.0 | 39520 | 4.1097          | 0.4813   |
| 0.0057        | 1977.0 | 39540 | 3.8478          | 0.5      |
| 0.0057        | 1978.0 | 39560 | 4.0235          | 0.5062   |
| 0.0057        | 1979.0 | 39580 | 4.0713          | 0.4938   |
| 0.0057        | 1980.0 | 39600 | 3.7535          | 0.5188   |
| 0.0057        | 1981.0 | 39620 | 3.9262          | 0.5125   |
| 0.0057        | 1982.0 | 39640 | 3.9658          | 0.4938   |
| 0.0057        | 1983.0 | 39660 | 3.8275          | 0.4938   |
| 0.0057        | 1984.0 | 39680 | 3.9828          | 0.4938   |
| 0.0057        | 1985.0 | 39700 | 4.3540          | 0.4688   |
| 0.0057        | 1986.0 | 39720 | 4.0232          | 0.4813   |
| 0.0057        | 1987.0 | 39740 | 3.8907          | 0.5125   |
| 0.0057        | 1988.0 | 39760 | 4.0194          | 0.5      |
| 0.0057        | 1989.0 | 39780 | 3.6993          | 0.5188   |
| 0.0057        | 1990.0 | 39800 | 3.5655          | 0.525    |
| 0.0057        | 1991.0 | 39820 | 3.9718          | 0.5188   |
| 0.0057        | 1992.0 | 39840 | 3.9040          | 0.5062   |
| 0.0057        | 1993.0 | 39860 | 3.8289          | 0.5188   |
| 0.0057        | 1994.0 | 39880 | 4.3292          | 0.4562   |
| 0.0057        | 1995.0 | 39900 | 3.8009          | 0.5      |
| 0.0057        | 1996.0 | 39920 | 4.1823          | 0.5062   |
| 0.0057        | 1997.0 | 39940 | 3.7399          | 0.5625   |
| 0.0057        | 1998.0 | 39960 | 4.0034          | 0.5188   |
| 0.0057        | 1999.0 | 39980 | 3.8417          | 0.525    |
| 0.0064        | 2000.0 | 40000 | 4.0976          | 0.4625   |


### Framework versions

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

anger contempt disgust fear happy neutral sad surprise