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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/jhoppanne-myself/finalProject/runs/l2ftprb7)
# SkinCancerClassifier_smote-V0

This model is a fine-tuned version of [google/efficientnet-b0](https://huggingface.co/google/efficientnet-b0) on the imagefolder dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6170
- Accuracy: 0.8042

## Model description

This model is designed for the classification of skin cancer images and was trained using the SMOTE technique to handle class imbalance. The dataset used for training is from the [ISIC 2024 - Skin Cancer Detection with 3D-TBP](https://www.kaggle.com/competitions/isic-2024-challenge/data) competition.

## Intended uses & limitations

This model is intended for educational purposes and research in skin cancer detection. It should not be used for actual medical diagnosis or treatment planning. Further validation on clinical data is required before any real-world application.

## Training and evaluation data

The model was trained on the ISIC 2024 dataset, which contains a diverse set of skin images labeled with different types of skin cancer. The training data was augmented using the SMOTE technique to address class imbalance.

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-06
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2000

### Training results

| Training Loss | Epoch  | Step  | Validation Loss | Accuracy |
|:-------------:|:------:|:-----:|:---------------:|:--------:|
| No log        | 1.0    | 30    | 6.7943          | 0.0042   |
| No log        | 2.0    | 60    | 6.7825          | 0.0042   |
| No log        | 3.0    | 90    | 6.7019          | 0.0042   |
| No log        | 4.0    | 120   | 6.6665          | 0.0042   |
| No log        | 5.0    | 150   | 6.5872          | 0.0167   |
| No log        | 6.0    | 180   | 6.5684          | 0.0292   |
| No log        | 7.0    | 210   | 6.5135          | 0.0625   |
| No log        | 8.0    | 240   | 6.4748          | 0.0917   |
| No log        | 9.0    | 270   | 6.3794          | 0.1458   |
| No log        | 10.0   | 300   | 6.3851          | 0.1583   |
| No log        | 11.0   | 330   | 6.3323          | 0.2208   |
| No log        | 12.0   | 360   | 6.3074          | 0.2208   |
| No log        | 13.0   | 390   | 6.2001          | 0.2708   |
| No log        | 14.0   | 420   | 6.1662          | 0.3375   |
| No log        | 15.0   | 450   | 6.2537          | 0.275    |
| No log        | 16.0   | 480   | 6.0434          | 0.3583   |
| 6.3833        | 17.0   | 510   | 5.9091          | 0.4083   |
| 6.3833        | 18.0   | 540   | 5.9385          | 0.3625   |
| 6.3833        | 19.0   | 570   | 5.7777          | 0.4792   |
| 6.3833        | 20.0   | 600   | 5.8297          | 0.3708   |
| 6.3833        | 21.0   | 630   | 5.5555          | 0.5125   |
| 6.3833        | 22.0   | 660   | 5.7096          | 0.4417   |
| 6.3833        | 23.0   | 690   | 5.6401          | 0.4167   |
| 6.3833        | 24.0   | 720   | 5.3735          | 0.5458   |
| 6.3833        | 25.0   | 750   | 5.4768          | 0.5375   |
| 6.3833        | 26.0   | 780   | 5.1468          | 0.55     |
| 6.3833        | 27.0   | 810   | 5.0193          | 0.5167   |
| 6.3833        | 28.0   | 840   | 4.7966          | 0.5667   |
| 6.3833        | 29.0   | 870   | 4.8825          | 0.5625   |
| 6.3833        | 30.0   | 900   | 4.9566          | 0.5042   |
| 6.3833        | 31.0   | 930   | 4.6407          | 0.5625   |
| 6.3833        | 32.0   | 960   | 4.7814          | 0.5417   |
| 6.3833        | 33.0   | 990   | 4.4359          | 0.5667   |
| 5.0833        | 34.0   | 1020  | 4.0800          | 0.6      |
| 5.0833        | 35.0   | 1050  | 4.0507          | 0.5708   |
| 5.0833        | 36.0   | 1080  | 4.1396          | 0.5542   |
| 5.0833        | 37.0   | 1110  | 3.8816          | 0.6083   |
| 5.0833        | 38.0   | 1140  | 3.8375          | 0.625    |
| 5.0833        | 39.0   | 1170  | 3.7560          | 0.6125   |
| 5.0833        | 40.0   | 1200  | 3.5860          | 0.6083   |
| 5.0833        | 41.0   | 1230  | 3.4339          | 0.5792   |
| 5.0833        | 42.0   | 1260  | 3.2689          | 0.6042   |
| 5.0833        | 43.0   | 1290  | 3.2131          | 0.5917   |
| 5.0833        | 44.0   | 1320  | 3.0630          | 0.6375   |
| 5.0833        | 45.0   | 1350  | 2.7808          | 0.6292   |
| 5.0833        | 46.0   | 1380  | 2.7642          | 0.6417   |
| 5.0833        | 47.0   | 1410  | 2.5321          | 0.6667   |
| 5.0833        | 48.0   | 1440  | 2.3647          | 0.6083   |
| 5.0833        | 49.0   | 1470  | 2.4837          | 0.625    |
| 3.1484        | 50.0   | 1500  | 2.1881          | 0.6375   |
| 3.1484        | 51.0   | 1530  | 2.1573          | 0.6375   |
| 3.1484        | 52.0   | 1560  | 1.9715          | 0.65     |
| 3.1484        | 53.0   | 1590  | 2.1185          | 0.675    |
| 3.1484        | 54.0   | 1620  | 2.1301          | 0.6542   |
| 3.1484        | 55.0   | 1650  | 1.7292          | 0.6375   |
| 3.1484        | 56.0   | 1680  | 1.9750          | 0.625    |
| 3.1484        | 57.0   | 1710  | 1.6784          | 0.6667   |
| 3.1484        | 58.0   | 1740  | 1.5947          | 0.65     |
| 3.1484        | 59.0   | 1770  | 1.5680          | 0.6667   |
| 3.1484        | 60.0   | 1800  | 1.5720          | 0.6625   |
| 3.1484        | 61.0   | 1830  | 1.4629          | 0.7042   |
| 3.1484        | 62.0   | 1860  | 1.4647          | 0.6542   |
| 3.1484        | 63.0   | 1890  | 1.4588          | 0.6458   |
| 3.1484        | 64.0   | 1920  | 1.3771          | 0.7      |
| 3.1484        | 65.0   | 1950  | 1.4022          | 0.6458   |
| 3.1484        | 66.0   | 1980  | 1.3628          | 0.6708   |
| 1.6168        | 67.0   | 2010  | 1.2906          | 0.6625   |
| 1.6168        | 68.0   | 2040  | 1.5474          | 0.6208   |
| 1.6168        | 69.0   | 2070  | 1.2712          | 0.6708   |
| 1.6168        | 70.0   | 2100  | 1.3176          | 0.6417   |
| 1.6168        | 71.0   | 2130  | 1.3137          | 0.6667   |
| 1.6168        | 72.0   | 2160  | 1.1199          | 0.6792   |
| 1.6168        | 73.0   | 2190  | 1.1273          | 0.6583   |
| 1.6168        | 74.0   | 2220  | 1.1283          | 0.6875   |
| 1.6168        | 75.0   | 2250  | 1.0464          | 0.6875   |
| 1.6168        | 76.0   | 2280  | 1.0722          | 0.6833   |
| 1.6168        | 77.0   | 2310  | 0.9783          | 0.725    |
| 1.6168        | 78.0   | 2340  | 1.0548          | 0.675    |
| 1.6168        | 79.0   | 2370  | 1.0064          | 0.6708   |
| 1.6168        | 80.0   | 2400  | 0.9031          | 0.7083   |
| 1.6168        | 81.0   | 2430  | 0.9418          | 0.6542   |
| 1.6168        | 82.0   | 2460  | 0.9195          | 0.7125   |
| 1.6168        | 83.0   | 2490  | 0.9451          | 0.6667   |
| 1.0004        | 84.0   | 2520  | 1.0035          | 0.6792   |
| 1.0004        | 85.0   | 2550  | 0.9345          | 0.6875   |
| 1.0004        | 86.0   | 2580  | 0.8992          | 0.6708   |
| 1.0004        | 87.0   | 2610  | 0.8348          | 0.6583   |
| 1.0004        | 88.0   | 2640  | 0.8885          | 0.7042   |
| 1.0004        | 89.0   | 2670  | 0.8627          | 0.7208   |
| 1.0004        | 90.0   | 2700  | 0.8333          | 0.7042   |
| 1.0004        | 91.0   | 2730  | 0.8811          | 0.6917   |
| 1.0004        | 92.0   | 2760  | 0.8792          | 0.7167   |
| 1.0004        | 93.0   | 2790  | 0.8650          | 0.6833   |
| 1.0004        | 94.0   | 2820  | 0.7681          | 0.7208   |
| 1.0004        | 95.0   | 2850  | 0.8514          | 0.7292   |
| 1.0004        | 96.0   | 2880  | 0.8744          | 0.6792   |
| 1.0004        | 97.0   | 2910  | 0.8674          | 0.7083   |
| 1.0004        | 98.0   | 2940  | 0.8486          | 0.7167   |
| 1.0004        | 99.0   | 2970  | 0.8676          | 0.6625   |
| 0.7749        | 100.0  | 3000  | 0.7971          | 0.7208   |
| 0.7749        | 101.0  | 3030  | 0.8681          | 0.6917   |
| 0.7749        | 102.0  | 3060  | 0.8081          | 0.7083   |
| 0.7749        | 103.0  | 3090  | 0.9258          | 0.6875   |
| 0.7749        | 104.0  | 3120  | 0.8388          | 0.7      |
| 0.7749        | 105.0  | 3150  | 0.8101          | 0.7      |
| 0.7749        | 106.0  | 3180  | 0.7663          | 0.7375   |
| 0.7749        | 107.0  | 3210  | 0.8520          | 0.6833   |
| 0.7749        | 108.0  | 3240  | 0.7547          | 0.7375   |
| 0.7749        | 109.0  | 3270  | 0.7945          | 0.725    |
| 0.7749        | 110.0  | 3300  | 0.7452          | 0.7333   |
| 0.7749        | 111.0  | 3330  | 0.8002          | 0.7125   |
| 0.7749        | 112.0  | 3360  | 0.7156          | 0.7417   |
| 0.7749        | 113.0  | 3390  | 0.7751          | 0.725    |
| 0.7749        | 114.0  | 3420  | 0.7902          | 0.7125   |
| 0.7749        | 115.0  | 3450  | 0.7980          | 0.725    |
| 0.7749        | 116.0  | 3480  | 0.7548          | 0.7042   |
| 0.6543        | 117.0  | 3510  | 0.6958          | 0.7333   |
| 0.6543        | 118.0  | 3540  | 0.6582          | 0.7375   |
| 0.6543        | 119.0  | 3570  | 0.7922          | 0.7      |
| 0.6543        | 120.0  | 3600  | 0.7022          | 0.7167   |
| 0.6543        | 121.0  | 3630  | 0.7479          | 0.6958   |
| 0.6543        | 122.0  | 3660  | 0.7118          | 0.75     |
| 0.6543        | 123.0  | 3690  | 0.7521          | 0.7292   |
| 0.6543        | 124.0  | 3720  | 0.7132          | 0.7333   |
| 0.6543        | 125.0  | 3750  | 0.7345          | 0.7333   |
| 0.6543        | 126.0  | 3780  | 0.7896          | 0.6625   |
| 0.6543        | 127.0  | 3810  | 0.7449          | 0.7167   |
| 0.6543        | 128.0  | 3840  | 0.6486          | 0.7125   |
| 0.6543        | 129.0  | 3870  | 0.8283          | 0.7375   |
| 0.6543        | 130.0  | 3900  | 0.7138          | 0.75     |
| 0.6543        | 131.0  | 3930  | 0.7498          | 0.7083   |
| 0.6543        | 132.0  | 3960  | 0.6947          | 0.7458   |
| 0.6543        | 133.0  | 3990  | 0.7423          | 0.7375   |
| 0.5814        | 134.0  | 4020  | 0.7298          | 0.7083   |
| 0.5814        | 135.0  | 4050  | 0.6576          | 0.75     |
| 0.5814        | 136.0  | 4080  | 0.7127          | 0.7417   |
| 0.5814        | 137.0  | 4110  | 0.6741          | 0.7583   |
| 0.5814        | 138.0  | 4140  | 0.8170          | 0.6875   |
| 0.5814        | 139.0  | 4170  | 0.6322          | 0.7542   |
| 0.5814        | 140.0  | 4200  | 0.6532          | 0.7292   |
| 0.5814        | 141.0  | 4230  | 0.7523          | 0.7375   |
| 0.5814        | 142.0  | 4260  | 0.7976          | 0.7042   |
| 0.5814        | 143.0  | 4290  | 0.6449          | 0.7458   |
| 0.5814        | 144.0  | 4320  | 0.7749          | 0.725    |
| 0.5814        | 145.0  | 4350  | 0.6823          | 0.7333   |
| 0.5814        | 146.0  | 4380  | 0.7293          | 0.6833   |
| 0.5814        | 147.0  | 4410  | 0.7043          | 0.7708   |
| 0.5814        | 148.0  | 4440  | 0.7280          | 0.725    |
| 0.5814        | 149.0  | 4470  | 0.6766          | 0.7167   |
| 0.5041        | 150.0  | 4500  | 0.6659          | 0.7583   |
| 0.5041        | 151.0  | 4530  | 0.6706          | 0.75     |
| 0.5041        | 152.0  | 4560  | 0.8339          | 0.6958   |
| 0.5041        | 153.0  | 4590  | 0.6291          | 0.7458   |
| 0.5041        | 154.0  | 4620  | 0.6723          | 0.725    |
| 0.5041        | 155.0  | 4650  | 0.6450          | 0.775    |
| 0.5041        | 156.0  | 4680  | 0.7696          | 0.7042   |
| 0.5041        | 157.0  | 4710  | 0.6793          | 0.725    |
| 0.5041        | 158.0  | 4740  | 0.7299          | 0.7042   |
| 0.5041        | 159.0  | 4770  | 0.6984          | 0.7542   |
| 0.5041        | 160.0  | 4800  | 0.6853          | 0.7042   |
| 0.5041        | 161.0  | 4830  | 0.6883          | 0.7667   |
| 0.5041        | 162.0  | 4860  | 0.6910          | 0.7292   |
| 0.5041        | 163.0  | 4890  | 0.6833          | 0.7417   |
| 0.5041        | 164.0  | 4920  | 0.6117          | 0.7542   |
| 0.5041        | 165.0  | 4950  | 0.6456          | 0.775    |
| 0.5041        | 166.0  | 4980  | 0.6448          | 0.7375   |
| 0.4627        | 167.0  | 5010  | 0.6675          | 0.75     |
| 0.4627        | 168.0  | 5040  | 0.7636          | 0.725    |
| 0.4627        | 169.0  | 5070  | 0.6608          | 0.7417   |
| 0.4627        | 170.0  | 5100  | 0.6971          | 0.7458   |
| 0.4627        | 171.0  | 5130  | 0.6536          | 0.7458   |
| 0.4627        | 172.0  | 5160  | 0.6441          | 0.7458   |
| 0.4627        | 173.0  | 5190  | 0.6241          | 0.7542   |
| 0.4627        | 174.0  | 5220  | 0.6801          | 0.7458   |
| 0.4627        | 175.0  | 5250  | 0.6454          | 0.7417   |
| 0.4627        | 176.0  | 5280  | 0.7308          | 0.7208   |
| 0.4627        | 177.0  | 5310  | 0.6902          | 0.7292   |
| 0.4627        | 178.0  | 5340  | 0.6786          | 0.7125   |
| 0.4627        | 179.0  | 5370  | 0.7752          | 0.7208   |
| 0.4627        | 180.0  | 5400  | 0.7500          | 0.7333   |
| 0.4627        | 181.0  | 5430  | 0.7047          | 0.7042   |
| 0.4627        | 182.0  | 5460  | 0.6155          | 0.75     |
| 0.4627        | 183.0  | 5490  | 0.6885          | 0.7125   |
| 0.4095        | 184.0  | 5520  | 0.7181          | 0.7083   |
| 0.4095        | 185.0  | 5550  | 0.7138          | 0.7292   |
| 0.4095        | 186.0  | 5580  | 0.7649          | 0.725    |
| 0.4095        | 187.0  | 5610  | 0.6874          | 0.7417   |
| 0.4095        | 188.0  | 5640  | 0.7002          | 0.7292   |
| 0.4095        | 189.0  | 5670  | 0.6796          | 0.7125   |
| 0.4095        | 190.0  | 5700  | 0.5897          | 0.7667   |
| 0.4095        | 191.0  | 5730  | 0.7148          | 0.7542   |
| 0.4095        | 192.0  | 5760  | 0.5560          | 0.7708   |
| 0.4095        | 193.0  | 5790  | 0.7173          | 0.7042   |
| 0.4095        | 194.0  | 5820  | 0.6560          | 0.7417   |
| 0.4095        | 195.0  | 5850  | 0.7184          | 0.7208   |
| 0.4095        | 196.0  | 5880  | 0.6937          | 0.7458   |
| 0.4095        | 197.0  | 5910  | 0.7623          | 0.7125   |
| 0.4095        | 198.0  | 5940  | 0.6437          | 0.7542   |
| 0.4095        | 199.0  | 5970  | 0.6408          | 0.7708   |
| 0.356         | 200.0  | 6000  | 0.6752          | 0.75     |
| 0.356         | 201.0  | 6030  | 0.6156          | 0.75     |
| 0.356         | 202.0  | 6060  | 0.6467          | 0.7792   |
| 0.356         | 203.0  | 6090  | 0.6800          | 0.7375   |
| 0.356         | 204.0  | 6120  | 0.6864          | 0.7625   |
| 0.356         | 205.0  | 6150  | 0.7565          | 0.7375   |
| 0.356         | 206.0  | 6180  | 0.7232          | 0.725    |
| 0.356         | 207.0  | 6210  | 0.6148          | 0.7542   |
| 0.356         | 208.0  | 6240  | 0.7386          | 0.75     |
| 0.356         | 209.0  | 6270  | 0.6825          | 0.75     |
| 0.356         | 210.0  | 6300  | 0.6789          | 0.75     |
| 0.356         | 211.0  | 6330  | 0.6893          | 0.7625   |
| 0.356         | 212.0  | 6360  | 0.7192          | 0.75     |
| 0.356         | 213.0  | 6390  | 0.6908          | 0.7292   |
| 0.356         | 214.0  | 6420  | 0.6376          | 0.7458   |
| 0.356         | 215.0  | 6450  | 0.6130          | 0.7792   |
| 0.356         | 216.0  | 6480  | 0.6527          | 0.7708   |
| 0.313         | 217.0  | 6510  | 0.6995          | 0.7625   |
| 0.313         | 218.0  | 6540  | 0.6987          | 0.7583   |
| 0.313         | 219.0  | 6570  | 0.6439          | 0.7833   |
| 0.313         | 220.0  | 6600  | 0.6347          | 0.7875   |
| 0.313         | 221.0  | 6630  | 0.6133          | 0.7667   |
| 0.313         | 222.0  | 6660  | 0.7384          | 0.7208   |
| 0.313         | 223.0  | 6690  | 0.6899          | 0.7375   |
| 0.313         | 224.0  | 6720  | 0.6132          | 0.7958   |
| 0.313         | 225.0  | 6750  | 0.6579          | 0.7292   |
| 0.313         | 226.0  | 6780  | 0.7425          | 0.725    |
| 0.313         | 227.0  | 6810  | 0.6475          | 0.75     |
| 0.313         | 228.0  | 6840  | 0.7864          | 0.7417   |
| 0.313         | 229.0  | 6870  | 0.7130          | 0.775    |
| 0.313         | 230.0  | 6900  | 0.6899          | 0.75     |
| 0.313         | 231.0  | 6930  | 0.6144          | 0.7625   |
| 0.313         | 232.0  | 6960  | 0.6892          | 0.75     |
| 0.313         | 233.0  | 6990  | 0.7176          | 0.7417   |
| 0.2888        | 234.0  | 7020  | 0.7361          | 0.7083   |
| 0.2888        | 235.0  | 7050  | 0.6285          | 0.7708   |
| 0.2888        | 236.0  | 7080  | 0.7158          | 0.7208   |
| 0.2888        | 237.0  | 7110  | 0.6461          | 0.75     |
| 0.2888        | 238.0  | 7140  | 0.7060          | 0.75     |
| 0.2888        | 239.0  | 7170  | 0.6301          | 0.7583   |
| 0.2888        | 240.0  | 7200  | 0.5899          | 0.7583   |
| 0.2888        | 241.0  | 7230  | 0.6283          | 0.7542   |
| 0.2888        | 242.0  | 7260  | 0.6840          | 0.7542   |
| 0.2888        | 243.0  | 7290  | 0.7016          | 0.7583   |
| 0.2888        | 244.0  | 7320  | 0.6058          | 0.7708   |
| 0.2888        | 245.0  | 7350  | 0.6432          | 0.7375   |
| 0.2888        | 246.0  | 7380  | 0.6569          | 0.7792   |
| 0.2888        | 247.0  | 7410  | 0.6168          | 0.7792   |
| 0.2888        | 248.0  | 7440  | 0.7352          | 0.7333   |
| 0.2888        | 249.0  | 7470  | 0.6468          | 0.75     |
| 0.2554        | 250.0  | 7500  | 0.6646          | 0.7542   |
| 0.2554        | 251.0  | 7530  | 0.7433          | 0.75     |
| 0.2554        | 252.0  | 7560  | 0.7793          | 0.7625   |
| 0.2554        | 253.0  | 7590  | 0.6465          | 0.7458   |
| 0.2554        | 254.0  | 7620  | 0.6032          | 0.7833   |
| 0.2554        | 255.0  | 7650  | 0.7673          | 0.7167   |
| 0.2554        | 256.0  | 7680  | 0.7349          | 0.7083   |
| 0.2554        | 257.0  | 7710  | 0.7279          | 0.7458   |
| 0.2554        | 258.0  | 7740  | 0.6159          | 0.7542   |
| 0.2554        | 259.0  | 7770  | 0.7130          | 0.7625   |
| 0.2554        | 260.0  | 7800  | 0.6907          | 0.7708   |
| 0.2554        | 261.0  | 7830  | 0.6460          | 0.725    |
| 0.2554        | 262.0  | 7860  | 0.7923          | 0.725    |
| 0.2554        | 263.0  | 7890  | 0.7290          | 0.7125   |
| 0.2554        | 264.0  | 7920  | 0.7246          | 0.7542   |
| 0.2554        | 265.0  | 7950  | 0.6314          | 0.7792   |
| 0.2554        | 266.0  | 7980  | 0.7331          | 0.7708   |
| 0.2271        | 267.0  | 8010  | 0.7471          | 0.775    |
| 0.2271        | 268.0  | 8040  | 0.7945          | 0.7208   |
| 0.2271        | 269.0  | 8070  | 0.8326          | 0.7208   |
| 0.2271        | 270.0  | 8100  | 0.6376          | 0.7833   |
| 0.2271        | 271.0  | 8130  | 0.7209          | 0.7542   |
| 0.2271        | 272.0  | 8160  | 0.7119          | 0.7458   |
| 0.2271        | 273.0  | 8190  | 0.7579          | 0.7375   |
| 0.2271        | 274.0  | 8220  | 0.6190          | 0.7958   |
| 0.2271        | 275.0  | 8250  | 0.7346          | 0.75     |
| 0.2271        | 276.0  | 8280  | 0.5725          | 0.7875   |
| 0.2271        | 277.0  | 8310  | 0.6839          | 0.7542   |
| 0.2271        | 278.0  | 8340  | 0.7181          | 0.7833   |
| 0.2271        | 279.0  | 8370  | 0.7686          | 0.7625   |
| 0.2271        | 280.0  | 8400  | 0.7098          | 0.75     |
| 0.2271        | 281.0  | 8430  | 0.7520          | 0.7542   |
| 0.2271        | 282.0  | 8460  | 0.7100          | 0.7958   |
| 0.2271        | 283.0  | 8490  | 0.7457          | 0.7625   |
| 0.1968        | 284.0  | 8520  | 0.7145          | 0.7542   |
| 0.1968        | 285.0  | 8550  | 0.6266          | 0.7917   |
| 0.1968        | 286.0  | 8580  | 0.6804          | 0.7917   |
| 0.1968        | 287.0  | 8610  | 0.6829          | 0.7542   |
| 0.1968        | 288.0  | 8640  | 0.6663          | 0.7625   |
| 0.1968        | 289.0  | 8670  | 0.8079          | 0.7417   |
| 0.1968        | 290.0  | 8700  | 0.7336          | 0.7792   |
| 0.1968        | 291.0  | 8730  | 0.7564          | 0.7375   |
| 0.1968        | 292.0  | 8760  | 0.6543          | 0.7792   |
| 0.1968        | 293.0  | 8790  | 0.6996          | 0.75     |
| 0.1968        | 294.0  | 8820  | 0.6303          | 0.8042   |
| 0.1968        | 295.0  | 8850  | 0.8041          | 0.725    |
| 0.1968        | 296.0  | 8880  | 0.8126          | 0.7417   |
| 0.1968        | 297.0  | 8910  | 0.8852          | 0.7042   |
| 0.1968        | 298.0  | 8940  | 0.7629          | 0.7292   |
| 0.1968        | 299.0  | 8970  | 0.7488          | 0.7708   |
| 0.1705        | 300.0  | 9000  | 0.8827          | 0.7417   |
| 0.1705        | 301.0  | 9030  | 0.6436          | 0.775    |
| 0.1705        | 302.0  | 9060  | 0.7171          | 0.7417   |
| 0.1705        | 303.0  | 9090  | 0.8214          | 0.7417   |
| 0.1705        | 304.0  | 9120  | 0.7368          | 0.7375   |
| 0.1705        | 305.0  | 9150  | 0.6851          | 0.775    |
| 0.1705        | 306.0  | 9180  | 0.6864          | 0.7667   |
| 0.1705        | 307.0  | 9210  | 0.6693          | 0.7833   |
| 0.1705        | 308.0  | 9240  | 0.7735          | 0.7625   |
| 0.1705        | 309.0  | 9270  | 0.7294          | 0.7417   |
| 0.1705        | 310.0  | 9300  | 0.7177          | 0.7833   |
| 0.1705        | 311.0  | 9330  | 0.7042          | 0.7625   |
| 0.1705        | 312.0  | 9360  | 0.6943          | 0.7875   |
| 0.1705        | 313.0  | 9390  | 0.6023          | 0.7917   |
| 0.1705        | 314.0  | 9420  | 0.8149          | 0.7417   |
| 0.1705        | 315.0  | 9450  | 0.8316          | 0.7542   |
| 0.1705        | 316.0  | 9480  | 0.7498          | 0.7583   |
| 0.1559        | 317.0  | 9510  | 0.7777          | 0.75     |
| 0.1559        | 318.0  | 9540  | 0.7214          | 0.7458   |
| 0.1559        | 319.0  | 9570  | 0.8629          | 0.7375   |
| 0.1559        | 320.0  | 9600  | 0.7550          | 0.7542   |
| 0.1559        | 321.0  | 9630  | 0.7448          | 0.7583   |
| 0.1559        | 322.0  | 9660  | 0.6344          | 0.8208   |
| 0.1559        | 323.0  | 9690  | 0.8020          | 0.7542   |
| 0.1559        | 324.0  | 9720  | 0.7172          | 0.7792   |
| 0.1559        | 325.0  | 9750  | 0.7229          | 0.7833   |
| 0.1559        | 326.0  | 9780  | 0.8375          | 0.7583   |
| 0.1559        | 327.0  | 9810  | 0.7374          | 0.7583   |
| 0.1559        | 328.0  | 9840  | 0.7407          | 0.7458   |
| 0.1559        | 329.0  | 9870  | 0.7342          | 0.7875   |
| 0.1559        | 330.0  | 9900  | 0.7588          | 0.7917   |
| 0.1559        | 331.0  | 9930  | 0.5773          | 0.7917   |
| 0.1559        | 332.0  | 9960  | 0.7909          | 0.7583   |
| 0.1559        | 333.0  | 9990  | 0.7641          | 0.75     |
| 0.1436        | 334.0  | 10020 | 0.7121          | 0.775    |
| 0.1436        | 335.0  | 10050 | 0.8134          | 0.7542   |
| 0.1436        | 336.0  | 10080 | 0.6390          | 0.7917   |
| 0.1436        | 337.0  | 10110 | 0.7637          | 0.7708   |
| 0.1436        | 338.0  | 10140 | 0.8571          | 0.7625   |
| 0.1436        | 339.0  | 10170 | 0.6932          | 0.7917   |
| 0.1436        | 340.0  | 10200 | 0.7662          | 0.7458   |
| 0.1436        | 341.0  | 10230 | 0.7340          | 0.7708   |
| 0.1436        | 342.0  | 10260 | 0.7839          | 0.7625   |
| 0.1436        | 343.0  | 10290 | 0.8955          | 0.7708   |
| 0.1436        | 344.0  | 10320 | 0.7302          | 0.7792   |
| 0.1436        | 345.0  | 10350 | 0.7184          | 0.7833   |
| 0.1436        | 346.0  | 10380 | 0.8096          | 0.7875   |
| 0.1436        | 347.0  | 10410 | 0.6618          | 0.8042   |
| 0.1436        | 348.0  | 10440 | 0.8814          | 0.725    |
| 0.1436        | 349.0  | 10470 | 0.7115          | 0.7833   |
| 0.1253        | 350.0  | 10500 | 0.7655          | 0.775    |
| 0.1253        | 351.0  | 10530 | 1.0353          | 0.7042   |
| 0.1253        | 352.0  | 10560 | 0.7779          | 0.75     |
| 0.1253        | 353.0  | 10590 | 0.7690          | 0.7708   |
| 0.1253        | 354.0  | 10620 | 0.8513          | 0.7708   |
| 0.1253        | 355.0  | 10650 | 0.8023          | 0.7625   |
| 0.1253        | 356.0  | 10680 | 0.8654          | 0.7375   |
| 0.1253        | 357.0  | 10710 | 0.7158          | 0.7833   |
| 0.1253        | 358.0  | 10740 | 0.7129          | 0.8083   |
| 0.1253        | 359.0  | 10770 | 0.7965          | 0.7833   |
| 0.1253        | 360.0  | 10800 | 0.6912          | 0.775    |
| 0.1253        | 361.0  | 10830 | 0.8931          | 0.775    |
| 0.1253        | 362.0  | 10860 | 0.7996          | 0.7792   |
| 0.1253        | 363.0  | 10890 | 0.8954          | 0.7417   |
| 0.1253        | 364.0  | 10920 | 0.7788          | 0.7583   |
| 0.1253        | 365.0  | 10950 | 0.8762          | 0.7417   |
| 0.1253        | 366.0  | 10980 | 0.7141          | 0.7792   |
| 0.1137        | 367.0  | 11010 | 0.7754          | 0.7667   |
| 0.1137        | 368.0  | 11040 | 0.8462          | 0.8      |
| 0.1137        | 369.0  | 11070 | 0.7514          | 0.7833   |
| 0.1137        | 370.0  | 11100 | 0.8935          | 0.7625   |
| 0.1137        | 371.0  | 11130 | 0.6772          | 0.7875   |
| 0.1137        | 372.0  | 11160 | 0.6557          | 0.8458   |
| 0.1137        | 373.0  | 11190 | 0.7456          | 0.7917   |
| 0.1137        | 374.0  | 11220 | 0.6444          | 0.8125   |
| 0.1137        | 375.0  | 11250 | 0.8195          | 0.75     |
| 0.1137        | 376.0  | 11280 | 0.7144          | 0.8083   |
| 0.1137        | 377.0  | 11310 | 0.7302          | 0.7875   |
| 0.1137        | 378.0  | 11340 | 0.8689          | 0.8      |
| 0.1137        | 379.0  | 11370 | 0.7004          | 0.7625   |
| 0.1137        | 380.0  | 11400 | 0.8927          | 0.7583   |
| 0.1137        | 381.0  | 11430 | 0.8333          | 0.7583   |
| 0.1137        | 382.0  | 11460 | 0.8921          | 0.7375   |
| 0.1137        | 383.0  | 11490 | 0.8607          | 0.7833   |
| 0.101         | 384.0  | 11520 | 0.7740          | 0.7917   |
| 0.101         | 385.0  | 11550 | 0.7396          | 0.7833   |
| 0.101         | 386.0  | 11580 | 0.7352          | 0.775    |
| 0.101         | 387.0  | 11610 | 0.8536          | 0.7542   |
| 0.101         | 388.0  | 11640 | 0.7138          | 0.7708   |
| 0.101         | 389.0  | 11670 | 0.9080          | 0.7375   |
| 0.101         | 390.0  | 11700 | 0.8300          | 0.7583   |
| 0.101         | 391.0  | 11730 | 0.8436          | 0.7417   |
| 0.101         | 392.0  | 11760 | 0.8957          | 0.75     |
| 0.101         | 393.0  | 11790 | 0.7883          | 0.7833   |
| 0.101         | 394.0  | 11820 | 0.8817          | 0.7583   |
| 0.101         | 395.0  | 11850 | 0.8368          | 0.7583   |
| 0.101         | 396.0  | 11880 | 0.7682          | 0.775    |
| 0.101         | 397.0  | 11910 | 0.7059          | 0.8167   |
| 0.101         | 398.0  | 11940 | 0.7397          | 0.7833   |
| 0.101         | 399.0  | 11970 | 0.7836          | 0.7667   |
| 0.0931        | 400.0  | 12000 | 0.8686          | 0.7667   |
| 0.0931        | 401.0  | 12030 | 0.6950          | 0.7708   |
| 0.0931        | 402.0  | 12060 | 0.8184          | 0.7667   |
| 0.0931        | 403.0  | 12090 | 0.8252          | 0.8083   |
| 0.0931        | 404.0  | 12120 | 0.7665          | 0.7792   |
| 0.0931        | 405.0  | 12150 | 0.7455          | 0.8125   |
| 0.0931        | 406.0  | 12180 | 0.9008          | 0.7958   |
| 0.0931        | 407.0  | 12210 | 0.8553          | 0.7667   |
| 0.0931        | 408.0  | 12240 | 0.9953          | 0.7625   |
| 0.0931        | 409.0  | 12270 | 0.6862          | 0.8      |
| 0.0931        | 410.0  | 12300 | 0.8894          | 0.7833   |
| 0.0931        | 411.0  | 12330 | 0.8286          | 0.7792   |
| 0.0931        | 412.0  | 12360 | 0.9056          | 0.7958   |
| 0.0931        | 413.0  | 12390 | 0.7168          | 0.7958   |
| 0.0931        | 414.0  | 12420 | 0.8387          | 0.7958   |
| 0.0931        | 415.0  | 12450 | 0.7707          | 0.7958   |
| 0.0931        | 416.0  | 12480 | 0.8852          | 0.7708   |
| 0.0883        | 417.0  | 12510 | 0.7532          | 0.7833   |
| 0.0883        | 418.0  | 12540 | 0.7912          | 0.7875   |
| 0.0883        | 419.0  | 12570 | 0.7997          | 0.7708   |
| 0.0883        | 420.0  | 12600 | 0.7568          | 0.7833   |
| 0.0883        | 421.0  | 12630 | 0.8160          | 0.7792   |
| 0.0883        | 422.0  | 12660 | 0.9379          | 0.7625   |
| 0.0883        | 423.0  | 12690 | 0.8172          | 0.775    |
| 0.0883        | 424.0  | 12720 | 0.9567          | 0.7458   |
| 0.0883        | 425.0  | 12750 | 0.7185          | 0.8      |
| 0.0883        | 426.0  | 12780 | 0.9086          | 0.7583   |
| 0.0883        | 427.0  | 12810 | 0.8753          | 0.7792   |
| 0.0883        | 428.0  | 12840 | 0.9000          | 0.7708   |
| 0.0883        | 429.0  | 12870 | 0.7688          | 0.7708   |
| 0.0883        | 430.0  | 12900 | 0.9019          | 0.7708   |
| 0.0883        | 431.0  | 12930 | 0.8712          | 0.7833   |
| 0.0883        | 432.0  | 12960 | 0.8873          | 0.7667   |
| 0.0883        | 433.0  | 12990 | 0.8546          | 0.7667   |
| 0.0767        | 434.0  | 13020 | 0.8754          | 0.7792   |
| 0.0767        | 435.0  | 13050 | 0.8427          | 0.775    |
| 0.0767        | 436.0  | 13080 | 0.8272          | 0.7958   |
| 0.0767        | 437.0  | 13110 | 0.9191          | 0.7625   |
| 0.0767        | 438.0  | 13140 | 0.9184          | 0.7583   |
| 0.0767        | 439.0  | 13170 | 0.9290          | 0.775    |
| 0.0767        | 440.0  | 13200 | 0.8154          | 0.7917   |
| 0.0767        | 441.0  | 13230 | 0.9080          | 0.7792   |
| 0.0767        | 442.0  | 13260 | 0.7309          | 0.7875   |
| 0.0767        | 443.0  | 13290 | 0.9137          | 0.7792   |
| 0.0767        | 444.0  | 13320 | 0.8898          | 0.775    |
| 0.0767        | 445.0  | 13350 | 0.8037          | 0.7708   |
| 0.0767        | 446.0  | 13380 | 0.8286          | 0.7708   |
| 0.0767        | 447.0  | 13410 | 0.7343          | 0.8292   |
| 0.0767        | 448.0  | 13440 | 0.9386          | 0.7708   |
| 0.0767        | 449.0  | 13470 | 0.9273          | 0.7625   |
| 0.0765        | 450.0  | 13500 | 0.8368          | 0.8167   |
| 0.0765        | 451.0  | 13530 | 0.9534          | 0.7875   |
| 0.0765        | 452.0  | 13560 | 0.9879          | 0.7708   |
| 0.0765        | 453.0  | 13590 | 0.8020          | 0.7792   |
| 0.0765        | 454.0  | 13620 | 0.8479          | 0.7792   |
| 0.0765        | 455.0  | 13650 | 0.7941          | 0.775    |
| 0.0765        | 456.0  | 13680 | 0.8531          | 0.7875   |
| 0.0765        | 457.0  | 13710 | 0.8524          | 0.775    |
| 0.0765        | 458.0  | 13740 | 0.8314          | 0.7542   |
| 0.0765        | 459.0  | 13770 | 1.0210          | 0.75     |
| 0.0765        | 460.0  | 13800 | 0.7902          | 0.775    |
| 0.0765        | 461.0  | 13830 | 0.8209          | 0.8042   |
| 0.0765        | 462.0  | 13860 | 0.9832          | 0.7542   |
| 0.0765        | 463.0  | 13890 | 0.8477          | 0.7875   |
| 0.0765        | 464.0  | 13920 | 0.8430          | 0.7875   |
| 0.0765        | 465.0  | 13950 | 0.9338          | 0.75     |
| 0.0765        | 466.0  | 13980 | 0.8497          | 0.8042   |
| 0.0624        | 467.0  | 14010 | 0.7791          | 0.8042   |
| 0.0624        | 468.0  | 14040 | 0.8319          | 0.7958   |
| 0.0624        | 469.0  | 14070 | 0.9360          | 0.7708   |
| 0.0624        | 470.0  | 14100 | 0.7524          | 0.7833   |
| 0.0624        | 471.0  | 14130 | 0.9504          | 0.7833   |
| 0.0624        | 472.0  | 14160 | 1.0148          | 0.75     |
| 0.0624        | 473.0  | 14190 | 0.9203          | 0.7708   |
| 0.0624        | 474.0  | 14220 | 0.7555          | 0.7833   |
| 0.0624        | 475.0  | 14250 | 0.8002          | 0.7917   |
| 0.0624        | 476.0  | 14280 | 1.1156          | 0.7875   |
| 0.0624        | 477.0  | 14310 | 0.8743          | 0.7917   |
| 0.0624        | 478.0  | 14340 | 0.8853          | 0.7667   |
| 0.0624        | 479.0  | 14370 | 0.9660          | 0.7792   |
| 0.0624        | 480.0  | 14400 | 0.8608          | 0.7667   |
| 0.0624        | 481.0  | 14430 | 0.8446          | 0.7875   |
| 0.0624        | 482.0  | 14460 | 0.8183          | 0.7875   |
| 0.0624        | 483.0  | 14490 | 1.0341          | 0.7958   |
| 0.0601        | 484.0  | 14520 | 0.8423          | 0.7833   |
| 0.0601        | 485.0  | 14550 | 1.0109          | 0.7542   |
| 0.0601        | 486.0  | 14580 | 0.8732          | 0.7875   |
| 0.0601        | 487.0  | 14610 | 0.8673          | 0.7583   |
| 0.0601        | 488.0  | 14640 | 0.8886          | 0.7875   |
| 0.0601        | 489.0  | 14670 | 0.9933          | 0.7875   |
| 0.0601        | 490.0  | 14700 | 1.0210          | 0.7458   |
| 0.0601        | 491.0  | 14730 | 0.9674          | 0.7583   |
| 0.0601        | 492.0  | 14760 | 0.8121          | 0.7708   |
| 0.0601        | 493.0  | 14790 | 0.9943          | 0.7542   |
| 0.0601        | 494.0  | 14820 | 0.7857          | 0.7917   |
| 0.0601        | 495.0  | 14850 | 1.0005          | 0.775    |
| 0.0601        | 496.0  | 14880 | 1.0947          | 0.7833   |
| 0.0601        | 497.0  | 14910 | 0.9080          | 0.7833   |
| 0.0601        | 498.0  | 14940 | 0.8516          | 0.8167   |
| 0.0601        | 499.0  | 14970 | 1.0218          | 0.7708   |
| 0.0519        | 500.0  | 15000 | 1.0543          | 0.7458   |
| 0.0519        | 501.0  | 15030 | 0.8406          | 0.8125   |
| 0.0519        | 502.0  | 15060 | 0.8366          | 0.8042   |
| 0.0519        | 503.0  | 15090 | 0.9075          | 0.8083   |
| 0.0519        | 504.0  | 15120 | 1.0783          | 0.775    |
| 0.0519        | 505.0  | 15150 | 0.9681          | 0.7667   |
| 0.0519        | 506.0  | 15180 | 1.1011          | 0.775    |
| 0.0519        | 507.0  | 15210 | 0.9403          | 0.7917   |
| 0.0519        | 508.0  | 15240 | 0.8061          | 0.7917   |
| 0.0519        | 509.0  | 15270 | 0.8726          | 0.8      |
| 0.0519        | 510.0  | 15300 | 1.1059          | 0.7417   |
| 0.0519        | 511.0  | 15330 | 0.8516          | 0.8125   |
| 0.0519        | 512.0  | 15360 | 1.1448          | 0.75     |
| 0.0519        | 513.0  | 15390 | 0.8929          | 0.7583   |
| 0.0519        | 514.0  | 15420 | 0.8666          | 0.8083   |
| 0.0519        | 515.0  | 15450 | 0.9064          | 0.7875   |
| 0.0519        | 516.0  | 15480 | 0.8795          | 0.8083   |
| 0.051         | 517.0  | 15510 | 1.0771          | 0.75     |
| 0.051         | 518.0  | 15540 | 0.9753          | 0.7875   |
| 0.051         | 519.0  | 15570 | 0.8163          | 0.825    |
| 0.051         | 520.0  | 15600 | 0.8755          | 0.7917   |
| 0.051         | 521.0  | 15630 | 0.9051          | 0.7833   |
| 0.051         | 522.0  | 15660 | 1.1984          | 0.7625   |
| 0.051         | 523.0  | 15690 | 1.0198          | 0.775    |
| 0.051         | 524.0  | 15720 | 1.0167          | 0.7958   |
| 0.051         | 525.0  | 15750 | 1.0155          | 0.7792   |
| 0.051         | 526.0  | 15780 | 1.0082          | 0.7458   |
| 0.051         | 527.0  | 15810 | 1.0284          | 0.75     |
| 0.051         | 528.0  | 15840 | 1.1984          | 0.7542   |
| 0.051         | 529.0  | 15870 | 0.7895          | 0.7875   |
| 0.051         | 530.0  | 15900 | 1.1221          | 0.7625   |
| 0.051         | 531.0  | 15930 | 0.9090          | 0.7875   |
| 0.051         | 532.0  | 15960 | 0.9495          | 0.7875   |
| 0.051         | 533.0  | 15990 | 0.9953          | 0.775    |
| 0.0443        | 534.0  | 16020 | 0.9892          | 0.7708   |
| 0.0443        | 535.0  | 16050 | 0.9191          | 0.7917   |
| 0.0443        | 536.0  | 16080 | 0.9072          | 0.7708   |
| 0.0443        | 537.0  | 16110 | 0.9554          | 0.7625   |
| 0.0443        | 538.0  | 16140 | 1.0217          | 0.7667   |
| 0.0443        | 539.0  | 16170 | 0.9230          | 0.7667   |
| 0.0443        | 540.0  | 16200 | 1.0109          | 0.7708   |
| 0.0443        | 541.0  | 16230 | 0.9582          | 0.7667   |
| 0.0443        | 542.0  | 16260 | 0.8373          | 0.7917   |
| 0.0443        | 543.0  | 16290 | 1.0174          | 0.7833   |
| 0.0443        | 544.0  | 16320 | 0.9116          | 0.7833   |
| 0.0443        | 545.0  | 16350 | 0.8073          | 0.7625   |
| 0.0443        | 546.0  | 16380 | 0.8774          | 0.8125   |
| 0.0443        | 547.0  | 16410 | 0.9941          | 0.8      |
| 0.0443        | 548.0  | 16440 | 1.0271          | 0.7708   |
| 0.0443        | 549.0  | 16470 | 1.1320          | 0.8      |
| 0.0482        | 550.0  | 16500 | 0.9242          | 0.7833   |
| 0.0482        | 551.0  | 16530 | 1.1143          | 0.7875   |
| 0.0482        | 552.0  | 16560 | 0.8519          | 0.7958   |
| 0.0482        | 553.0  | 16590 | 0.9047          | 0.7667   |
| 0.0482        | 554.0  | 16620 | 1.0526          | 0.7625   |
| 0.0482        | 555.0  | 16650 | 1.0065          | 0.7958   |
| 0.0482        | 556.0  | 16680 | 0.7897          | 0.8083   |
| 0.0482        | 557.0  | 16710 | 0.9977          | 0.7708   |
| 0.0482        | 558.0  | 16740 | 0.9471          | 0.7958   |
| 0.0482        | 559.0  | 16770 | 0.8924          | 0.8083   |
| 0.0482        | 560.0  | 16800 | 1.0979          | 0.8      |
| 0.0482        | 561.0  | 16830 | 0.9277          | 0.7792   |
| 0.0482        | 562.0  | 16860 | 0.9281          | 0.7917   |
| 0.0482        | 563.0  | 16890 | 0.9837          | 0.7917   |
| 0.0482        | 564.0  | 16920 | 1.0288          | 0.7833   |
| 0.0482        | 565.0  | 16950 | 0.9448          | 0.7833   |
| 0.0482        | 566.0  | 16980 | 0.9409          | 0.7542   |
| 0.0425        | 567.0  | 17010 | 0.9580          | 0.8      |
| 0.0425        | 568.0  | 17040 | 0.9897          | 0.8208   |
| 0.0425        | 569.0  | 17070 | 0.9118          | 0.7917   |
| 0.0425        | 570.0  | 17100 | 0.8612          | 0.8042   |
| 0.0425        | 571.0  | 17130 | 1.0763          | 0.7792   |
| 0.0425        | 572.0  | 17160 | 1.2041          | 0.8042   |
| 0.0425        | 573.0  | 17190 | 1.0140          | 0.8      |
| 0.0425        | 574.0  | 17220 | 1.0150          | 0.775    |
| 0.0425        | 575.0  | 17250 | 0.9961          | 0.7958   |
| 0.0425        | 576.0  | 17280 | 0.9425          | 0.7958   |
| 0.0425        | 577.0  | 17310 | 1.0492          | 0.7958   |
| 0.0425        | 578.0  | 17340 | 1.1043          | 0.7667   |
| 0.0425        | 579.0  | 17370 | 1.0070          | 0.7792   |
| 0.0425        | 580.0  | 17400 | 0.9145          | 0.7917   |
| 0.0425        | 581.0  | 17430 | 0.9027          | 0.7667   |
| 0.0425        | 582.0  | 17460 | 1.0716          | 0.7417   |
| 0.0425        | 583.0  | 17490 | 1.0289          | 0.7708   |
| 0.04          | 584.0  | 17520 | 1.1259          | 0.7417   |
| 0.04          | 585.0  | 17550 | 1.0531          | 0.775    |
| 0.04          | 586.0  | 17580 | 1.1063          | 0.7583   |
| 0.04          | 587.0  | 17610 | 0.8817          | 0.7958   |
| 0.04          | 588.0  | 17640 | 1.1537          | 0.775    |
| 0.04          | 589.0  | 17670 | 0.9091          | 0.7708   |
| 0.04          | 590.0  | 17700 | 1.0775          | 0.775    |
| 0.04          | 591.0  | 17730 | 1.2687          | 0.7292   |
| 0.04          | 592.0  | 17760 | 1.1212          | 0.7708   |
| 0.04          | 593.0  | 17790 | 1.1881          | 0.7667   |
| 0.04          | 594.0  | 17820 | 0.8995          | 0.7667   |
| 0.04          | 595.0  | 17850 | 1.1407          | 0.75     |
| 0.04          | 596.0  | 17880 | 1.1037          | 0.775    |
| 0.04          | 597.0  | 17910 | 1.0381          | 0.7833   |
| 0.04          | 598.0  | 17940 | 1.0942          | 0.7708   |
| 0.04          | 599.0  | 17970 | 1.0618          | 0.7625   |
| 0.0424        | 600.0  | 18000 | 1.1417          | 0.7958   |
| 0.0424        | 601.0  | 18030 | 0.9643          | 0.8      |
| 0.0424        | 602.0  | 18060 | 1.0011          | 0.7958   |
| 0.0424        | 603.0  | 18090 | 1.1746          | 0.7667   |
| 0.0424        | 604.0  | 18120 | 1.0480          | 0.8042   |
| 0.0424        | 605.0  | 18150 | 1.0217          | 0.7875   |
| 0.0424        | 606.0  | 18180 | 1.1289          | 0.7875   |
| 0.0424        | 607.0  | 18210 | 1.0391          | 0.7958   |
| 0.0424        | 608.0  | 18240 | 0.9223          | 0.7833   |
| 0.0424        | 609.0  | 18270 | 0.9656          | 0.7792   |
| 0.0424        | 610.0  | 18300 | 0.9802          | 0.8042   |
| 0.0424        | 611.0  | 18330 | 0.8627          | 0.7917   |
| 0.0424        | 612.0  | 18360 | 1.0566          | 0.7583   |
| 0.0424        | 613.0  | 18390 | 0.9372          | 0.8042   |
| 0.0424        | 614.0  | 18420 | 1.0899          | 0.7667   |
| 0.0424        | 615.0  | 18450 | 0.9943          | 0.8      |
| 0.0424        | 616.0  | 18480 | 1.0667          | 0.7583   |
| 0.0384        | 617.0  | 18510 | 0.9348          | 0.7833   |
| 0.0384        | 618.0  | 18540 | 0.9068          | 0.8042   |
| 0.0384        | 619.0  | 18570 | 0.9632          | 0.8083   |
| 0.0384        | 620.0  | 18600 | 0.9791          | 0.8083   |
| 0.0384        | 621.0  | 18630 | 1.0912          | 0.7917   |
| 0.0384        | 622.0  | 18660 | 0.9291          | 0.8      |
| 0.0384        | 623.0  | 18690 | 1.0545          | 0.775    |
| 0.0384        | 624.0  | 18720 | 0.9779          | 0.7833   |
| 0.0384        | 625.0  | 18750 | 1.1038          | 0.7792   |
| 0.0384        | 626.0  | 18780 | 0.7907          | 0.8208   |
| 0.0384        | 627.0  | 18810 | 1.0893          | 0.7958   |
| 0.0384        | 628.0  | 18840 | 0.8459          | 0.825    |
| 0.0384        | 629.0  | 18870 | 1.1719          | 0.7708   |
| 0.0384        | 630.0  | 18900 | 0.9541          | 0.7792   |
| 0.0384        | 631.0  | 18930 | 1.2298          | 0.775    |
| 0.0384        | 632.0  | 18960 | 1.1361          | 0.75     |
| 0.0384        | 633.0  | 18990 | 1.1265          | 0.7667   |
| 0.0338        | 634.0  | 19020 | 0.9982          | 0.8042   |
| 0.0338        | 635.0  | 19050 | 0.9905          | 0.8042   |
| 0.0338        | 636.0  | 19080 | 1.3666          | 0.7625   |
| 0.0338        | 637.0  | 19110 | 1.1413          | 0.8083   |
| 0.0338        | 638.0  | 19140 | 1.0829          | 0.7875   |
| 0.0338        | 639.0  | 19170 | 1.0280          | 0.7833   |
| 0.0338        | 640.0  | 19200 | 0.9060          | 0.8042   |
| 0.0338        | 641.0  | 19230 | 1.1426          | 0.7583   |
| 0.0338        | 642.0  | 19260 | 1.0235          | 0.775    |
| 0.0338        | 643.0  | 19290 | 1.3322          | 0.7542   |
| 0.0338        | 644.0  | 19320 | 1.2293          | 0.7708   |
| 0.0338        | 645.0  | 19350 | 0.9707          | 0.8      |
| 0.0338        | 646.0  | 19380 | 1.1312          | 0.7583   |
| 0.0338        | 647.0  | 19410 | 1.1248          | 0.7833   |
| 0.0338        | 648.0  | 19440 | 1.0716          | 0.7792   |
| 0.0338        | 649.0  | 19470 | 1.0553          | 0.8042   |
| 0.0385        | 650.0  | 19500 | 1.0426          | 0.8083   |
| 0.0385        | 651.0  | 19530 | 1.2204          | 0.7458   |
| 0.0385        | 652.0  | 19560 | 0.9107          | 0.8      |
| 0.0385        | 653.0  | 19590 | 1.3038          | 0.7583   |
| 0.0385        | 654.0  | 19620 | 1.2031          | 0.7417   |
| 0.0385        | 655.0  | 19650 | 1.1108          | 0.7458   |
| 0.0385        | 656.0  | 19680 | 1.2788          | 0.7917   |
| 0.0385        | 657.0  | 19710 | 0.9632          | 0.8292   |
| 0.0385        | 658.0  | 19740 | 1.0638          | 0.7958   |
| 0.0385        | 659.0  | 19770 | 0.8664          | 0.8      |
| 0.0385        | 660.0  | 19800 | 1.0600          | 0.7708   |
| 0.0385        | 661.0  | 19830 | 1.1436          | 0.7625   |
| 0.0385        | 662.0  | 19860 | 1.2493          | 0.8042   |
| 0.0385        | 663.0  | 19890 | 1.1268          | 0.775    |
| 0.0385        | 664.0  | 19920 | 1.0522          | 0.7708   |
| 0.0385        | 665.0  | 19950 | 1.0047          | 0.7958   |
| 0.0385        | 666.0  | 19980 | 1.1241          | 0.75     |
| 0.0323        | 667.0  | 20010 | 1.0234          | 0.7875   |
| 0.0323        | 668.0  | 20040 | 0.9342          | 0.8167   |
| 0.0323        | 669.0  | 20070 | 1.2394          | 0.7875   |
| 0.0323        | 670.0  | 20100 | 1.1028          | 0.775    |
| 0.0323        | 671.0  | 20130 | 0.9562          | 0.8042   |
| 0.0323        | 672.0  | 20160 | 1.2145          | 0.7583   |
| 0.0323        | 673.0  | 20190 | 1.0855          | 0.7833   |
| 0.0323        | 674.0  | 20220 | 1.3850          | 0.7708   |
| 0.0323        | 675.0  | 20250 | 0.9828          | 0.7958   |
| 0.0323        | 676.0  | 20280 | 1.1585          | 0.8167   |
| 0.0323        | 677.0  | 20310 | 0.9875          | 0.7625   |
| 0.0323        | 678.0  | 20340 | 1.0551          | 0.7792   |
| 0.0323        | 679.0  | 20370 | 1.0060          | 0.7792   |
| 0.0323        | 680.0  | 20400 | 1.1597          | 0.7875   |
| 0.0323        | 681.0  | 20430 | 1.3096          | 0.7792   |
| 0.0323        | 682.0  | 20460 | 1.1257          | 0.7833   |
| 0.0323        | 683.0  | 20490 | 1.2330          | 0.7708   |
| 0.0283        | 684.0  | 20520 | 1.0005          | 0.7917   |
| 0.0283        | 685.0  | 20550 | 1.0816          | 0.7625   |
| 0.0283        | 686.0  | 20580 | 1.1316          | 0.7917   |
| 0.0283        | 687.0  | 20610 | 1.0168          | 0.7958   |
| 0.0283        | 688.0  | 20640 | 1.0353          | 0.8208   |
| 0.0283        | 689.0  | 20670 | 0.9711          | 0.7875   |
| 0.0283        | 690.0  | 20700 | 1.0280          | 0.7917   |
| 0.0283        | 691.0  | 20730 | 1.0708          | 0.8      |
| 0.0283        | 692.0  | 20760 | 1.2052          | 0.7583   |
| 0.0283        | 693.0  | 20790 | 1.1467          | 0.7625   |
| 0.0283        | 694.0  | 20820 | 0.9665          | 0.8      |
| 0.0283        | 695.0  | 20850 | 1.2117          | 0.7667   |
| 0.0283        | 696.0  | 20880 | 0.9303          | 0.8042   |
| 0.0283        | 697.0  | 20910 | 1.0587          | 0.7833   |
| 0.0283        | 698.0  | 20940 | 1.0979          | 0.7833   |
| 0.0283        | 699.0  | 20970 | 0.9975          | 0.8042   |
| 0.0326        | 700.0  | 21000 | 1.1632          | 0.7875   |
| 0.0326        | 701.0  | 21030 | 0.9511          | 0.8167   |
| 0.0326        | 702.0  | 21060 | 1.1559          | 0.7542   |
| 0.0326        | 703.0  | 21090 | 1.2330          | 0.7583   |
| 0.0326        | 704.0  | 21120 | 0.9977          | 0.7833   |
| 0.0326        | 705.0  | 21150 | 1.1061          | 0.775    |
| 0.0326        | 706.0  | 21180 | 1.1159          | 0.7917   |
| 0.0326        | 707.0  | 21210 | 0.9022          | 0.8292   |
| 0.0326        | 708.0  | 21240 | 1.1994          | 0.75     |
| 0.0326        | 709.0  | 21270 | 0.9543          | 0.8208   |
| 0.0326        | 710.0  | 21300 | 0.9715          | 0.8125   |
| 0.0326        | 711.0  | 21330 | 1.3772          | 0.7708   |
| 0.0326        | 712.0  | 21360 | 1.0394          | 0.8083   |
| 0.0326        | 713.0  | 21390 | 0.9502          | 0.7958   |
| 0.0326        | 714.0  | 21420 | 1.1898          | 0.7583   |
| 0.0326        | 715.0  | 21450 | 1.0820          | 0.8      |
| 0.0326        | 716.0  | 21480 | 1.3499          | 0.7375   |
| 0.0301        | 717.0  | 21510 | 1.2789          | 0.7667   |
| 0.0301        | 718.0  | 21540 | 1.0876          | 0.7833   |
| 0.0301        | 719.0  | 21570 | 1.1392          | 0.775    |
| 0.0301        | 720.0  | 21600 | 1.2245          | 0.7667   |
| 0.0301        | 721.0  | 21630 | 1.1443          | 0.8042   |
| 0.0301        | 722.0  | 21660 | 1.1618          | 0.7917   |
| 0.0301        | 723.0  | 21690 | 1.0548          | 0.7958   |
| 0.0301        | 724.0  | 21720 | 1.0702          | 0.8083   |
| 0.0301        | 725.0  | 21750 | 1.0840          | 0.7833   |
| 0.0301        | 726.0  | 21780 | 1.2450          | 0.8125   |
| 0.0301        | 727.0  | 21810 | 1.1175          | 0.7917   |
| 0.0301        | 728.0  | 21840 | 1.3475          | 0.7833   |
| 0.0301        | 729.0  | 21870 | 1.1527          | 0.7625   |
| 0.0301        | 730.0  | 21900 | 1.0586          | 0.7625   |
| 0.0301        | 731.0  | 21930 | 1.0848          | 0.7917   |
| 0.0301        | 732.0  | 21960 | 1.1244          | 0.7708   |
| 0.0301        | 733.0  | 21990 | 1.1275          | 0.775    |
| 0.0272        | 734.0  | 22020 | 0.9909          | 0.8042   |
| 0.0272        | 735.0  | 22050 | 1.2026          | 0.7625   |
| 0.0272        | 736.0  | 22080 | 1.0991          | 0.8125   |
| 0.0272        | 737.0  | 22110 | 1.2394          | 0.7708   |
| 0.0272        | 738.0  | 22140 | 1.0878          | 0.7917   |
| 0.0272        | 739.0  | 22170 | 1.1101          | 0.8125   |
| 0.0272        | 740.0  | 22200 | 1.1070          | 0.8167   |
| 0.0272        | 741.0  | 22230 | 1.0441          | 0.8125   |
| 0.0272        | 742.0  | 22260 | 1.0896          | 0.7958   |
| 0.0272        | 743.0  | 22290 | 1.0720          | 0.8333   |
| 0.0272        | 744.0  | 22320 | 1.0240          | 0.8      |
| 0.0272        | 745.0  | 22350 | 1.0434          | 0.7875   |
| 0.0272        | 746.0  | 22380 | 1.3495          | 0.7708   |
| 0.0272        | 747.0  | 22410 | 1.0755          | 0.775    |
| 0.0272        | 748.0  | 22440 | 1.2062          | 0.7917   |
| 0.0272        | 749.0  | 22470 | 1.1181          | 0.8167   |
| 0.0249        | 750.0  | 22500 | 0.8874          | 0.8      |
| 0.0249        | 751.0  | 22530 | 1.0670          | 0.8042   |
| 0.0249        | 752.0  | 22560 | 1.0972          | 0.8042   |
| 0.0249        | 753.0  | 22590 | 1.2970          | 0.7583   |
| 0.0249        | 754.0  | 22620 | 1.1709          | 0.7875   |
| 0.0249        | 755.0  | 22650 | 1.0521          | 0.8125   |
| 0.0249        | 756.0  | 22680 | 1.1236          | 0.8042   |
| 0.0249        | 757.0  | 22710 | 1.2493          | 0.7792   |
| 0.0249        | 758.0  | 22740 | 1.2774          | 0.8042   |
| 0.0249        | 759.0  | 22770 | 0.9895          | 0.8167   |
| 0.0249        | 760.0  | 22800 | 1.1395          | 0.7833   |
| 0.0249        | 761.0  | 22830 | 1.0139          | 0.8083   |
| 0.0249        | 762.0  | 22860 | 1.2967          | 0.8      |
| 0.0249        | 763.0  | 22890 | 1.1264          | 0.7833   |
| 0.0249        | 764.0  | 22920 | 1.1385          | 0.775    |
| 0.0249        | 765.0  | 22950 | 1.0383          | 0.7958   |
| 0.0249        | 766.0  | 22980 | 1.2166          | 0.8      |
| 0.0262        | 767.0  | 23010 | 1.0318          | 0.8042   |
| 0.0262        | 768.0  | 23040 | 1.2273          | 0.7792   |
| 0.0262        | 769.0  | 23070 | 1.1309          | 0.8167   |
| 0.0262        | 770.0  | 23100 | 1.2404          | 0.7792   |
| 0.0262        | 771.0  | 23130 | 1.2287          | 0.7917   |
| 0.0262        | 772.0  | 23160 | 1.0488          | 0.8208   |
| 0.0262        | 773.0  | 23190 | 1.0266          | 0.7833   |
| 0.0262        | 774.0  | 23220 | 1.1560          | 0.7792   |
| 0.0262        | 775.0  | 23250 | 1.2589          | 0.775    |
| 0.0262        | 776.0  | 23280 | 1.2857          | 0.7542   |
| 0.0262        | 777.0  | 23310 | 1.0205          | 0.7958   |
| 0.0262        | 778.0  | 23340 | 0.9728          | 0.8292   |
| 0.0262        | 779.0  | 23370 | 1.1494          | 0.7958   |
| 0.0262        | 780.0  | 23400 | 1.1652          | 0.7708   |
| 0.0262        | 781.0  | 23430 | 1.1576          | 0.8      |
| 0.0262        | 782.0  | 23460 | 1.1547          | 0.8042   |
| 0.0262        | 783.0  | 23490 | 1.0655          | 0.7792   |
| 0.0253        | 784.0  | 23520 | 1.0329          | 0.8      |
| 0.0253        | 785.0  | 23550 | 1.2010          | 0.7875   |
| 0.0253        | 786.0  | 23580 | 1.3480          | 0.7917   |
| 0.0253        | 787.0  | 23610 | 1.0791          | 0.775    |
| 0.0253        | 788.0  | 23640 | 1.1344          | 0.7875   |
| 0.0253        | 789.0  | 23670 | 1.3103          | 0.7958   |
| 0.0253        | 790.0  | 23700 | 1.2800          | 0.7917   |
| 0.0253        | 791.0  | 23730 | 1.3279          | 0.7792   |
| 0.0253        | 792.0  | 23760 | 1.2755          | 0.825    |
| 0.0253        | 793.0  | 23790 | 1.2713          | 0.7792   |
| 0.0253        | 794.0  | 23820 | 1.2899          | 0.8      |
| 0.0253        | 795.0  | 23850 | 1.2386          | 0.7833   |
| 0.0253        | 796.0  | 23880 | 1.1535          | 0.8      |
| 0.0253        | 797.0  | 23910 | 1.0342          | 0.8125   |
| 0.0253        | 798.0  | 23940 | 1.0722          | 0.7958   |
| 0.0253        | 799.0  | 23970 | 1.2387          | 0.8      |
| 0.0207        | 800.0  | 24000 | 1.0833          | 0.8167   |
| 0.0207        | 801.0  | 24030 | 1.1337          | 0.7792   |
| 0.0207        | 802.0  | 24060 | 1.1895          | 0.7667   |
| 0.0207        | 803.0  | 24090 | 0.9990          | 0.8125   |
| 0.0207        | 804.0  | 24120 | 1.0142          | 0.8083   |
| 0.0207        | 805.0  | 24150 | 1.1297          | 0.7958   |
| 0.0207        | 806.0  | 24180 | 0.9841          | 0.7917   |
| 0.0207        | 807.0  | 24210 | 1.3211          | 0.7625   |
| 0.0207        | 808.0  | 24240 | 1.3687          | 0.7792   |
| 0.0207        | 809.0  | 24270 | 1.4000          | 0.8083   |
| 0.0207        | 810.0  | 24300 | 1.0097          | 0.7833   |
| 0.0207        | 811.0  | 24330 | 0.9740          | 0.8083   |
| 0.0207        | 812.0  | 24360 | 1.4046          | 0.7708   |
| 0.0207        | 813.0  | 24390 | 1.1827          | 0.7833   |
| 0.0207        | 814.0  | 24420 | 0.9860          | 0.8      |
| 0.0207        | 815.0  | 24450 | 1.1385          | 0.775    |
| 0.0207        | 816.0  | 24480 | 1.2281          | 0.8125   |
| 0.0231        | 817.0  | 24510 | 1.3088          | 0.8042   |
| 0.0231        | 818.0  | 24540 | 1.1096          | 0.8      |
| 0.0231        | 819.0  | 24570 | 0.9547          | 0.7833   |
| 0.0231        | 820.0  | 24600 | 1.0840          | 0.7625   |
| 0.0231        | 821.0  | 24630 | 1.1569          | 0.7875   |
| 0.0231        | 822.0  | 24660 | 1.1002          | 0.7792   |
| 0.0231        | 823.0  | 24690 | 1.1376          | 0.7917   |
| 0.0231        | 824.0  | 24720 | 1.0571          | 0.8      |
| 0.0231        | 825.0  | 24750 | 1.0773          | 0.8083   |
| 0.0231        | 826.0  | 24780 | 1.1077          | 0.7833   |
| 0.0231        | 827.0  | 24810 | 1.2458          | 0.775    |
| 0.0231        | 828.0  | 24840 | 1.1643          | 0.7625   |
| 0.0231        | 829.0  | 24870 | 1.3109          | 0.8042   |
| 0.0231        | 830.0  | 24900 | 1.2572          | 0.7833   |
| 0.0231        | 831.0  | 24930 | 1.1068          | 0.8083   |
| 0.0231        | 832.0  | 24960 | 1.1389          | 0.8      |
| 0.0231        | 833.0  | 24990 | 1.0897          | 0.7958   |
| 0.0207        | 834.0  | 25020 | 1.2637          | 0.8042   |
| 0.0207        | 835.0  | 25050 | 1.3100          | 0.7833   |
| 0.0207        | 836.0  | 25080 | 0.9977          | 0.8      |
| 0.0207        | 837.0  | 25110 | 1.1378          | 0.8083   |
| 0.0207        | 838.0  | 25140 | 1.3694          | 0.7917   |
| 0.0207        | 839.0  | 25170 | 1.0631          | 0.8167   |
| 0.0207        | 840.0  | 25200 | 1.1366          | 0.7875   |
| 0.0207        | 841.0  | 25230 | 1.2233          | 0.7625   |
| 0.0207        | 842.0  | 25260 | 1.2924          | 0.7792   |
| 0.0207        | 843.0  | 25290 | 1.2211          | 0.8083   |
| 0.0207        | 844.0  | 25320 | 1.1005          | 0.8      |
| 0.0207        | 845.0  | 25350 | 1.2151          | 0.825    |
| 0.0207        | 846.0  | 25380 | 1.1359          | 0.8      |
| 0.0207        | 847.0  | 25410 | 0.8798          | 0.8208   |
| 0.0207        | 848.0  | 25440 | 1.1880          | 0.7833   |
| 0.0207        | 849.0  | 25470 | 0.9717          | 0.825    |
| 0.0215        | 850.0  | 25500 | 1.5594          | 0.7625   |
| 0.0215        | 851.0  | 25530 | 1.1872          | 0.8083   |
| 0.0215        | 852.0  | 25560 | 1.1898          | 0.8042   |
| 0.0215        | 853.0  | 25590 | 1.1967          | 0.7958   |
| 0.0215        | 854.0  | 25620 | 1.1443          | 0.7667   |
| 0.0215        | 855.0  | 25650 | 1.1826          | 0.7708   |
| 0.0215        | 856.0  | 25680 | 1.1462          | 0.7875   |
| 0.0215        | 857.0  | 25710 | 1.4278          | 0.7625   |
| 0.0215        | 858.0  | 25740 | 1.2068          | 0.8      |
| 0.0215        | 859.0  | 25770 | 1.2596          | 0.7875   |
| 0.0215        | 860.0  | 25800 | 1.1978          | 0.7958   |
| 0.0215        | 861.0  | 25830 | 1.2896          | 0.7958   |
| 0.0215        | 862.0  | 25860 | 1.2299          | 0.7542   |
| 0.0215        | 863.0  | 25890 | 1.2064          | 0.7583   |
| 0.0215        | 864.0  | 25920 | 1.1525          | 0.7875   |
| 0.0215        | 865.0  | 25950 | 1.2343          | 0.7625   |
| 0.0215        | 866.0  | 25980 | 1.0024          | 0.7875   |
| 0.0204        | 867.0  | 26010 | 1.0836          | 0.8125   |
| 0.0204        | 868.0  | 26040 | 1.1291          | 0.7792   |
| 0.0204        | 869.0  | 26070 | 1.0985          | 0.8125   |
| 0.0204        | 870.0  | 26100 | 0.9606          | 0.8125   |
| 0.0204        | 871.0  | 26130 | 1.0972          | 0.7917   |
| 0.0204        | 872.0  | 26160 | 1.2781          | 0.7833   |
| 0.0204        | 873.0  | 26190 | 1.2422          | 0.7792   |
| 0.0204        | 874.0  | 26220 | 1.1804          | 0.7917   |
| 0.0204        | 875.0  | 26250 | 1.1486          | 0.7958   |
| 0.0204        | 876.0  | 26280 | 1.2045          | 0.7583   |
| 0.0204        | 877.0  | 26310 | 1.3727          | 0.8      |
| 0.0204        | 878.0  | 26340 | 1.3952          | 0.7958   |
| 0.0204        | 879.0  | 26370 | 1.3071          | 0.7458   |
| 0.0204        | 880.0  | 26400 | 1.2558          | 0.7667   |
| 0.0204        | 881.0  | 26430 | 0.9884          | 0.825    |
| 0.0204        | 882.0  | 26460 | 1.1677          | 0.8083   |
| 0.0204        | 883.0  | 26490 | 1.0072          | 0.8208   |
| 0.0191        | 884.0  | 26520 | 1.2943          | 0.8042   |
| 0.0191        | 885.0  | 26550 | 1.0277          | 0.8042   |
| 0.0191        | 886.0  | 26580 | 1.0072          | 0.8125   |
| 0.0191        | 887.0  | 26610 | 1.1419          | 0.775    |
| 0.0191        | 888.0  | 26640 | 1.2148          | 0.8083   |
| 0.0191        | 889.0  | 26670 | 1.2696          | 0.7583   |
| 0.0191        | 890.0  | 26700 | 0.9889          | 0.8167   |
| 0.0191        | 891.0  | 26730 | 0.9741          | 0.7958   |
| 0.0191        | 892.0  | 26760 | 1.1884          | 0.8208   |
| 0.0191        | 893.0  | 26790 | 1.1508          | 0.7833   |
| 0.0191        | 894.0  | 26820 | 1.2028          | 0.8208   |
| 0.0191        | 895.0  | 26850 | 1.2590          | 0.8208   |
| 0.0191        | 896.0  | 26880 | 0.9745          | 0.8208   |
| 0.0191        | 897.0  | 26910 | 1.4040          | 0.7667   |
| 0.0191        | 898.0  | 26940 | 1.0628          | 0.7667   |
| 0.0191        | 899.0  | 26970 | 1.1360          | 0.775    |
| 0.0166        | 900.0  | 27000 | 1.1260          | 0.8167   |
| 0.0166        | 901.0  | 27030 | 1.0662          | 0.8125   |
| 0.0166        | 902.0  | 27060 | 1.2636          | 0.7625   |
| 0.0166        | 903.0  | 27090 | 1.2996          | 0.7792   |
| 0.0166        | 904.0  | 27120 | 1.2951          | 0.7792   |
| 0.0166        | 905.0  | 27150 | 0.9613          | 0.8042   |
| 0.0166        | 906.0  | 27180 | 1.0893          | 0.8125   |
| 0.0166        | 907.0  | 27210 | 1.3048          | 0.7958   |
| 0.0166        | 908.0  | 27240 | 1.0748          | 0.7875   |
| 0.0166        | 909.0  | 27270 | 1.3204          | 0.7708   |
| 0.0166        | 910.0  | 27300 | 1.2628          | 0.8083   |
| 0.0166        | 911.0  | 27330 | 1.2394          | 0.7833   |
| 0.0166        | 912.0  | 27360 | 1.1889          | 0.8125   |
| 0.0166        | 913.0  | 27390 | 1.0724          | 0.8167   |
| 0.0166        | 914.0  | 27420 | 1.2091          | 0.7583   |
| 0.0166        | 915.0  | 27450 | 1.2722          | 0.7583   |
| 0.0166        | 916.0  | 27480 | 1.0382          | 0.7917   |
| 0.0184        | 917.0  | 27510 | 1.1779          | 0.7833   |
| 0.0184        | 918.0  | 27540 | 1.1789          | 0.7833   |
| 0.0184        | 919.0  | 27570 | 1.2081          | 0.7833   |
| 0.0184        | 920.0  | 27600 | 1.2754          | 0.7917   |
| 0.0184        | 921.0  | 27630 | 1.2520          | 0.8      |
| 0.0184        | 922.0  | 27660 | 1.2760          | 0.7583   |
| 0.0184        | 923.0  | 27690 | 1.1261          | 0.8042   |
| 0.0184        | 924.0  | 27720 | 1.0372          | 0.8083   |
| 0.0184        | 925.0  | 27750 | 0.9795          | 0.8167   |
| 0.0184        | 926.0  | 27780 | 1.3099          | 0.775    |
| 0.0184        | 927.0  | 27810 | 1.2417          | 0.7625   |
| 0.0184        | 928.0  | 27840 | 1.2214          | 0.75     |
| 0.0184        | 929.0  | 27870 | 1.3354          | 0.7917   |
| 0.0184        | 930.0  | 27900 | 1.2369          | 0.7958   |
| 0.0184        | 931.0  | 27930 | 1.2308          | 0.7958   |
| 0.0184        | 932.0  | 27960 | 1.0644          | 0.8042   |
| 0.0184        | 933.0  | 27990 | 1.2438          | 0.8      |
| 0.0152        | 934.0  | 28020 | 1.1781          | 0.7875   |
| 0.0152        | 935.0  | 28050 | 1.0581          | 0.8042   |
| 0.0152        | 936.0  | 28080 | 1.3594          | 0.7875   |
| 0.0152        | 937.0  | 28110 | 1.3270          | 0.7625   |
| 0.0152        | 938.0  | 28140 | 1.4216          | 0.7833   |
| 0.0152        | 939.0  | 28170 | 1.4995          | 0.7542   |
| 0.0152        | 940.0  | 28200 | 0.9541          | 0.825    |
| 0.0152        | 941.0  | 28230 | 1.1239          | 0.7667   |
| 0.0152        | 942.0  | 28260 | 1.1585          | 0.7792   |
| 0.0152        | 943.0  | 28290 | 1.2934          | 0.7625   |
| 0.0152        | 944.0  | 28320 | 1.0039          | 0.7875   |
| 0.0152        | 945.0  | 28350 | 1.0728          | 0.7833   |
| 0.0152        | 946.0  | 28380 | 1.2731          | 0.8      |
| 0.0152        | 947.0  | 28410 | 1.2042          | 0.8125   |
| 0.0152        | 948.0  | 28440 | 1.3425          | 0.7667   |
| 0.0152        | 949.0  | 28470 | 1.2167          | 0.7958   |
| 0.0154        | 950.0  | 28500 | 1.1224          | 0.8      |
| 0.0154        | 951.0  | 28530 | 1.0493          | 0.8167   |
| 0.0154        | 952.0  | 28560 | 1.4145          | 0.7708   |
| 0.0154        | 953.0  | 28590 | 1.2137          | 0.7917   |
| 0.0154        | 954.0  | 28620 | 1.2327          | 0.8125   |
| 0.0154        | 955.0  | 28650 | 1.2070          | 0.8167   |
| 0.0154        | 956.0  | 28680 | 1.0862          | 0.8042   |
| 0.0154        | 957.0  | 28710 | 1.0016          | 0.8083   |
| 0.0154        | 958.0  | 28740 | 1.2085          | 0.8042   |
| 0.0154        | 959.0  | 28770 | 1.0550          | 0.8083   |
| 0.0154        | 960.0  | 28800 | 1.1622          | 0.7917   |
| 0.0154        | 961.0  | 28830 | 1.1003          | 0.8292   |
| 0.0154        | 962.0  | 28860 | 1.1365          | 0.7958   |
| 0.0154        | 963.0  | 28890 | 1.3100          | 0.7667   |
| 0.0154        | 964.0  | 28920 | 1.2175          | 0.7792   |
| 0.0154        | 965.0  | 28950 | 1.2421          | 0.7833   |
| 0.0154        | 966.0  | 28980 | 1.2706          | 0.7875   |
| 0.0155        | 967.0  | 29010 | 0.9261          | 0.8125   |
| 0.0155        | 968.0  | 29040 | 1.5476          | 0.7917   |
| 0.0155        | 969.0  | 29070 | 1.3698          | 0.7917   |
| 0.0155        | 970.0  | 29100 | 1.3555          | 0.8292   |
| 0.0155        | 971.0  | 29130 | 1.3758          | 0.7875   |
| 0.0155        | 972.0  | 29160 | 1.1446          | 0.8083   |
| 0.0155        | 973.0  | 29190 | 1.1567          | 0.825    |
| 0.0155        | 974.0  | 29220 | 1.2239          | 0.7958   |
| 0.0155        | 975.0  | 29250 | 1.2984          | 0.775    |
| 0.0155        | 976.0  | 29280 | 1.3331          | 0.8042   |
| 0.0155        | 977.0  | 29310 | 1.3698          | 0.7708   |
| 0.0155        | 978.0  | 29340 | 1.3179          | 0.7917   |
| 0.0155        | 979.0  | 29370 | 1.2027          | 0.8      |
| 0.0155        | 980.0  | 29400 | 0.9489          | 0.8208   |
| 0.0155        | 981.0  | 29430 | 1.1286          | 0.7708   |
| 0.0155        | 982.0  | 29460 | 1.2550          | 0.8125   |
| 0.0155        | 983.0  | 29490 | 1.3201          | 0.7833   |
| 0.0176        | 984.0  | 29520 | 1.1823          | 0.8      |
| 0.0176        | 985.0  | 29550 | 1.6433          | 0.7875   |
| 0.0176        | 986.0  | 29580 | 1.1672          | 0.7792   |
| 0.0176        | 987.0  | 29610 | 1.3200          | 0.7917   |
| 0.0176        | 988.0  | 29640 | 1.1838          | 0.8      |
| 0.0176        | 989.0  | 29670 | 1.2769          | 0.7708   |
| 0.0176        | 990.0  | 29700 | 1.1194          | 0.8333   |
| 0.0176        | 991.0  | 29730 | 1.1779          | 0.7708   |
| 0.0176        | 992.0  | 29760 | 1.4575          | 0.7833   |
| 0.0176        | 993.0  | 29790 | 1.3840          | 0.775    |
| 0.0176        | 994.0  | 29820 | 1.5852          | 0.7833   |
| 0.0176        | 995.0  | 29850 | 1.2423          | 0.8      |
| 0.0176        | 996.0  | 29880 | 1.2358          | 0.8167   |
| 0.0176        | 997.0  | 29910 | 1.3483          | 0.7792   |
| 0.0176        | 998.0  | 29940 | 1.4198          | 0.75     |
| 0.0176        | 999.0  | 29970 | 1.1185          | 0.7917   |
| 0.015         | 1000.0 | 30000 | 1.4292          | 0.8      |
| 0.015         | 1001.0 | 30030 | 1.3571          | 0.8      |
| 0.015         | 1002.0 | 30060 | 1.4920          | 0.7583   |
| 0.015         | 1003.0 | 30090 | 1.3661          | 0.8083   |
| 0.015         | 1004.0 | 30120 | 1.4176          | 0.7708   |
| 0.015         | 1005.0 | 30150 | 1.3307          | 0.825    |
| 0.015         | 1006.0 | 30180 | 1.4701          | 0.7792   |
| 0.015         | 1007.0 | 30210 | 1.2148          | 0.7875   |
| 0.015         | 1008.0 | 30240 | 1.2507          | 0.7667   |
| 0.015         | 1009.0 | 30270 | 1.0981          | 0.775    |
| 0.015         | 1010.0 | 30300 | 1.1084          | 0.8125   |
| 0.015         | 1011.0 | 30330 | 1.1015          | 0.8      |
| 0.015         | 1012.0 | 30360 | 1.3804          | 0.7917   |
| 0.015         | 1013.0 | 30390 | 1.2149          | 0.8125   |
| 0.015         | 1014.0 | 30420 | 1.0234          | 0.7958   |
| 0.015         | 1015.0 | 30450 | 1.2014          | 0.7958   |
| 0.015         | 1016.0 | 30480 | 1.0906          | 0.8125   |
| 0.0172        | 1017.0 | 30510 | 1.1625          | 0.8083   |
| 0.0172        | 1018.0 | 30540 | 1.1962          | 0.8167   |
| 0.0172        | 1019.0 | 30570 | 1.2694          | 0.8      |
| 0.0172        | 1020.0 | 30600 | 1.1312          | 0.8167   |
| 0.0172        | 1021.0 | 30630 | 1.6004          | 0.7125   |
| 0.0172        | 1022.0 | 30660 | 0.9532          | 0.8292   |
| 0.0172        | 1023.0 | 30690 | 1.2767          | 0.7833   |
| 0.0172        | 1024.0 | 30720 | 1.2132          | 0.8083   |
| 0.0172        | 1025.0 | 30750 | 1.4019          | 0.8      |
| 0.0172        | 1026.0 | 30780 | 1.1299          | 0.8167   |
| 0.0172        | 1027.0 | 30810 | 1.1287          | 0.7917   |
| 0.0172        | 1028.0 | 30840 | 1.1774          | 0.7667   |
| 0.0172        | 1029.0 | 30870 | 1.1074          | 0.8      |
| 0.0172        | 1030.0 | 30900 | 1.2399          | 0.8042   |
| 0.0172        | 1031.0 | 30930 | 1.1009          | 0.8      |
| 0.0172        | 1032.0 | 30960 | 1.2207          | 0.7667   |
| 0.0172        | 1033.0 | 30990 | 1.4750          | 0.7875   |
| 0.0168        | 1034.0 | 31020 | 1.1526          | 0.7875   |
| 0.0168        | 1035.0 | 31050 | 1.2182          | 0.8167   |
| 0.0168        | 1036.0 | 31080 | 1.1382          | 0.7917   |
| 0.0168        | 1037.0 | 31110 | 1.1549          | 0.7958   |
| 0.0168        | 1038.0 | 31140 | 1.1373          | 0.8375   |
| 0.0168        | 1039.0 | 31170 | 1.1892          | 0.775    |
| 0.0168        | 1040.0 | 31200 | 1.0540          | 0.8167   |
| 0.0168        | 1041.0 | 31230 | 1.0543          | 0.7875   |
| 0.0168        | 1042.0 | 31260 | 1.7781          | 0.7      |
| 0.0168        | 1043.0 | 31290 | 1.2750          | 0.7958   |
| 0.0168        | 1044.0 | 31320 | 1.0537          | 0.7958   |
| 0.0168        | 1045.0 | 31350 | 1.0793          | 0.7958   |
| 0.0168        | 1046.0 | 31380 | 1.2879          | 0.8      |
| 0.0168        | 1047.0 | 31410 | 1.2407          | 0.7917   |
| 0.0168        | 1048.0 | 31440 | 1.2887          | 0.7917   |
| 0.0168        | 1049.0 | 31470 | 1.1768          | 0.7917   |
| 0.0171        | 1050.0 | 31500 | 1.2488          | 0.8167   |
| 0.0171        | 1051.0 | 31530 | 1.2811          | 0.7667   |
| 0.0171        | 1052.0 | 31560 | 1.4288          | 0.7833   |
| 0.0171        | 1053.0 | 31590 | 1.1834          | 0.8208   |
| 0.0171        | 1054.0 | 31620 | 1.4607          | 0.7958   |
| 0.0171        | 1055.0 | 31650 | 1.2909          | 0.7875   |
| 0.0171        | 1056.0 | 31680 | 1.4200          | 0.7917   |
| 0.0171        | 1057.0 | 31710 | 1.1359          | 0.8167   |
| 0.0171        | 1058.0 | 31740 | 1.2413          | 0.8      |
| 0.0171        | 1059.0 | 31770 | 1.1094          | 0.8125   |
| 0.0171        | 1060.0 | 31800 | 1.1526          | 0.7833   |
| 0.0171        | 1061.0 | 31830 | 1.3996          | 0.7625   |
| 0.0171        | 1062.0 | 31860 | 1.2302          | 0.8083   |
| 0.0171        | 1063.0 | 31890 | 1.2330          | 0.775    |
| 0.0171        | 1064.0 | 31920 | 1.2275          | 0.8      |
| 0.0171        | 1065.0 | 31950 | 1.2238          | 0.8208   |
| 0.0171        | 1066.0 | 31980 | 1.2760          | 0.8083   |
| 0.015         | 1067.0 | 32010 | 1.1757          | 0.7917   |
| 0.015         | 1068.0 | 32040 | 1.3817          | 0.7833   |
| 0.015         | 1069.0 | 32070 | 1.3511          | 0.7625   |
| 0.015         | 1070.0 | 32100 | 1.2074          | 0.8042   |
| 0.015         | 1071.0 | 32130 | 1.3793          | 0.7792   |
| 0.015         | 1072.0 | 32160 | 1.0829          | 0.7875   |
| 0.015         | 1073.0 | 32190 | 1.1831          | 0.8042   |
| 0.015         | 1074.0 | 32220 | 1.3478          | 0.8083   |
| 0.015         | 1075.0 | 32250 | 1.2172          | 0.8      |
| 0.015         | 1076.0 | 32280 | 1.1870          | 0.7833   |
| 0.015         | 1077.0 | 32310 | 1.3886          | 0.7833   |
| 0.015         | 1078.0 | 32340 | 1.3042          | 0.8      |
| 0.015         | 1079.0 | 32370 | 1.2325          | 0.7958   |
| 0.015         | 1080.0 | 32400 | 1.5088          | 0.775    |
| 0.015         | 1081.0 | 32430 | 1.1727          | 0.8      |
| 0.015         | 1082.0 | 32460 | 1.2728          | 0.8125   |
| 0.015         | 1083.0 | 32490 | 1.3919          | 0.7667   |
| 0.0177        | 1084.0 | 32520 | 1.3616          | 0.7958   |
| 0.0177        | 1085.0 | 32550 | 1.3399          | 0.7958   |
| 0.0177        | 1086.0 | 32580 | 1.3119          | 0.775    |
| 0.0177        | 1087.0 | 32610 | 1.2765          | 0.7958   |
| 0.0177        | 1088.0 | 32640 | 1.1675          | 0.7708   |
| 0.0177        | 1089.0 | 32670 | 1.2446          | 0.8083   |
| 0.0177        | 1090.0 | 32700 | 1.3678          | 0.7917   |
| 0.0177        | 1091.0 | 32730 | 1.4348          | 0.7542   |
| 0.0177        | 1092.0 | 32760 | 1.4077          | 0.75     |
| 0.0177        | 1093.0 | 32790 | 1.0270          | 0.8208   |
| 0.0177        | 1094.0 | 32820 | 1.1600          | 0.8167   |
| 0.0177        | 1095.0 | 32850 | 1.2207          | 0.7917   |
| 0.0177        | 1096.0 | 32880 | 1.4131          | 0.8042   |
| 0.0177        | 1097.0 | 32910 | 1.3109          | 0.7792   |
| 0.0177        | 1098.0 | 32940 | 1.2776          | 0.7417   |
| 0.0177        | 1099.0 | 32970 | 1.1072          | 0.8042   |
| 0.0142        | 1100.0 | 33000 | 1.1199          | 0.825    |
| 0.0142        | 1101.0 | 33030 | 1.2923          | 0.7833   |
| 0.0142        | 1102.0 | 33060 | 1.3257          | 0.8      |
| 0.0142        | 1103.0 | 33090 | 1.2255          | 0.8125   |
| 0.0142        | 1104.0 | 33120 | 1.4188          | 0.775    |
| 0.0142        | 1105.0 | 33150 | 1.3203          | 0.7833   |
| 0.0142        | 1106.0 | 33180 | 1.3513          | 0.7792   |
| 0.0142        | 1107.0 | 33210 | 1.1060          | 0.8125   |
| 0.0142        | 1108.0 | 33240 | 1.2840          | 0.7875   |
| 0.0142        | 1109.0 | 33270 | 1.2345          | 0.8042   |
| 0.0142        | 1110.0 | 33300 | 1.2918          | 0.8125   |
| 0.0142        | 1111.0 | 33330 | 1.2811          | 0.7875   |
| 0.0142        | 1112.0 | 33360 | 1.2805          | 0.8042   |
| 0.0142        | 1113.0 | 33390 | 1.2860          | 0.7875   |
| 0.0142        | 1114.0 | 33420 | 1.2186          | 0.8042   |
| 0.0142        | 1115.0 | 33450 | 1.1594          | 0.825    |
| 0.0142        | 1116.0 | 33480 | 1.2668          | 0.7833   |
| 0.0148        | 1117.0 | 33510 | 1.2472          | 0.8208   |
| 0.0148        | 1118.0 | 33540 | 1.2199          | 0.8125   |
| 0.0148        | 1119.0 | 33570 | 1.2872          | 0.7875   |
| 0.0148        | 1120.0 | 33600 | 1.2223          | 0.775    |
| 0.0148        | 1121.0 | 33630 | 1.1484          | 0.8125   |
| 0.0148        | 1122.0 | 33660 | 1.3649          | 0.7958   |
| 0.0148        | 1123.0 | 33690 | 1.0882          | 0.7958   |
| 0.0148        | 1124.0 | 33720 | 1.1841          | 0.7625   |
| 0.0148        | 1125.0 | 33750 | 1.1985          | 0.7958   |
| 0.0148        | 1126.0 | 33780 | 1.2063          | 0.7875   |
| 0.0148        | 1127.0 | 33810 | 1.4187          | 0.7958   |
| 0.0148        | 1128.0 | 33840 | 1.3637          | 0.7833   |
| 0.0148        | 1129.0 | 33870 | 1.3114          | 0.7875   |
| 0.0148        | 1130.0 | 33900 | 1.0851          | 0.825    |
| 0.0148        | 1131.0 | 33930 | 1.4881          | 0.7667   |
| 0.0148        | 1132.0 | 33960 | 1.5678          | 0.7792   |
| 0.0148        | 1133.0 | 33990 | 1.4227          | 0.8125   |
| 0.0139        | 1134.0 | 34020 | 1.1429          | 0.8292   |
| 0.0139        | 1135.0 | 34050 | 1.2332          | 0.8      |
| 0.0139        | 1136.0 | 34080 | 1.3828          | 0.7583   |
| 0.0139        | 1137.0 | 34110 | 1.2947          | 0.8083   |
| 0.0139        | 1138.0 | 34140 | 1.1120          | 0.8208   |
| 0.0139        | 1139.0 | 34170 | 1.2132          | 0.7875   |
| 0.0139        | 1140.0 | 34200 | 1.4537          | 0.7667   |
| 0.0139        | 1141.0 | 34230 | 1.3759          | 0.7875   |
| 0.0139        | 1142.0 | 34260 | 1.2975          | 0.8042   |
| 0.0139        | 1143.0 | 34290 | 1.3009          | 0.7792   |
| 0.0139        | 1144.0 | 34320 | 1.1644          | 0.8125   |
| 0.0139        | 1145.0 | 34350 | 1.3290          | 0.7958   |
| 0.0139        | 1146.0 | 34380 | 1.3580          | 0.8042   |
| 0.0139        | 1147.0 | 34410 | 1.1816          | 0.7958   |
| 0.0139        | 1148.0 | 34440 | 1.2178          | 0.8167   |
| 0.0139        | 1149.0 | 34470 | 1.5208          | 0.7625   |
| 0.0131        | 1150.0 | 34500 | 1.2757          | 0.7875   |
| 0.0131        | 1151.0 | 34530 | 1.4133          | 0.7917   |
| 0.0131        | 1152.0 | 34560 | 1.1700          | 0.8125   |
| 0.0131        | 1153.0 | 34590 | 1.3750          | 0.7958   |
| 0.0131        | 1154.0 | 34620 | 1.3490          | 0.8      |
| 0.0131        | 1155.0 | 34650 | 1.3869          | 0.775    |
| 0.0131        | 1156.0 | 34680 | 1.4270          | 0.8042   |
| 0.0131        | 1157.0 | 34710 | 1.1555          | 0.8083   |
| 0.0131        | 1158.0 | 34740 | 1.2426          | 0.775    |
| 0.0131        | 1159.0 | 34770 | 1.2148          | 0.7833   |
| 0.0131        | 1160.0 | 34800 | 1.2437          | 0.825    |
| 0.0131        | 1161.0 | 34830 | 1.4501          | 0.7583   |
| 0.0131        | 1162.0 | 34860 | 1.1728          | 0.7833   |
| 0.0131        | 1163.0 | 34890 | 1.4399          | 0.7792   |
| 0.0131        | 1164.0 | 34920 | 1.3135          | 0.7875   |
| 0.0131        | 1165.0 | 34950 | 1.1913          | 0.8333   |
| 0.0131        | 1166.0 | 34980 | 1.2604          | 0.7875   |
| 0.0141        | 1167.0 | 35010 | 1.4779          | 0.7875   |
| 0.0141        | 1168.0 | 35040 | 1.0426          | 0.8125   |
| 0.0141        | 1169.0 | 35070 | 1.4297          | 0.775    |
| 0.0141        | 1170.0 | 35100 | 1.2091          | 0.7958   |
| 0.0141        | 1171.0 | 35130 | 1.2682          | 0.7833   |
| 0.0141        | 1172.0 | 35160 | 1.4470          | 0.775    |
| 0.0141        | 1173.0 | 35190 | 1.1855          | 0.8167   |
| 0.0141        | 1174.0 | 35220 | 1.3932          | 0.7667   |
| 0.0141        | 1175.0 | 35250 | 1.2889          | 0.7917   |
| 0.0141        | 1176.0 | 35280 | 1.1186          | 0.8208   |
| 0.0141        | 1177.0 | 35310 | 1.4161          | 0.775    |
| 0.0141        | 1178.0 | 35340 | 1.2205          | 0.8      |
| 0.0141        | 1179.0 | 35370 | 1.4083          | 0.7792   |
| 0.0141        | 1180.0 | 35400 | 1.4713          | 0.7958   |
| 0.0141        | 1181.0 | 35430 | 1.2595          | 0.7792   |
| 0.0141        | 1182.0 | 35460 | 1.2736          | 0.7667   |
| 0.0141        | 1183.0 | 35490 | 1.1907          | 0.7917   |
| 0.016         | 1184.0 | 35520 | 1.3182          | 0.7833   |
| 0.016         | 1185.0 | 35550 | 1.2241          | 0.8333   |
| 0.016         | 1186.0 | 35580 | 1.0391          | 0.8125   |
| 0.016         | 1187.0 | 35610 | 1.4469          | 0.775    |
| 0.016         | 1188.0 | 35640 | 1.2545          | 0.8      |
| 0.016         | 1189.0 | 35670 | 1.3608          | 0.7833   |
| 0.016         | 1190.0 | 35700 | 1.2944          | 0.8083   |
| 0.016         | 1191.0 | 35730 | 1.4708          | 0.775    |
| 0.016         | 1192.0 | 35760 | 1.1792          | 0.8208   |
| 0.016         | 1193.0 | 35790 | 1.4941          | 0.7708   |
| 0.016         | 1194.0 | 35820 | 1.3757          | 0.7875   |
| 0.016         | 1195.0 | 35850 | 1.5045          | 0.8083   |
| 0.016         | 1196.0 | 35880 | 1.1618          | 0.8      |
| 0.016         | 1197.0 | 35910 | 1.3231          | 0.7875   |
| 0.016         | 1198.0 | 35940 | 1.6181          | 0.7625   |
| 0.016         | 1199.0 | 35970 | 1.4816          | 0.7583   |
| 0.0108        | 1200.0 | 36000 | 1.4468          | 0.7625   |
| 0.0108        | 1201.0 | 36030 | 1.4746          | 0.7875   |
| 0.0108        | 1202.0 | 36060 | 1.2116          | 0.8042   |
| 0.0108        | 1203.0 | 36090 | 1.1604          | 0.7958   |
| 0.0108        | 1204.0 | 36120 | 1.3660          | 0.7917   |
| 0.0108        | 1205.0 | 36150 | 1.2539          | 0.8125   |
| 0.0108        | 1206.0 | 36180 | 1.6884          | 0.7917   |
| 0.0108        | 1207.0 | 36210 | 1.2239          | 0.8083   |
| 0.0108        | 1208.0 | 36240 | 1.3461          | 0.8083   |
| 0.0108        | 1209.0 | 36270 | 1.3824          | 0.7792   |
| 0.0108        | 1210.0 | 36300 | 1.2422          | 0.8125   |
| 0.0108        | 1211.0 | 36330 | 1.4409          | 0.7875   |
| 0.0108        | 1212.0 | 36360 | 0.9312          | 0.8417   |
| 0.0108        | 1213.0 | 36390 | 1.1455          | 0.7875   |
| 0.0108        | 1214.0 | 36420 | 1.2086          | 0.7875   |
| 0.0108        | 1215.0 | 36450 | 1.2418          | 0.8208   |
| 0.0108        | 1216.0 | 36480 | 1.2790          | 0.8      |
| 0.0121        | 1217.0 | 36510 | 1.3987          | 0.7958   |
| 0.0121        | 1218.0 | 36540 | 1.5869          | 0.7417   |
| 0.0121        | 1219.0 | 36570 | 1.1666          | 0.7792   |
| 0.0121        | 1220.0 | 36600 | 1.2105          | 0.8208   |
| 0.0121        | 1221.0 | 36630 | 1.2959          | 0.775    |
| 0.0121        | 1222.0 | 36660 | 1.3241          | 0.7667   |
| 0.0121        | 1223.0 | 36690 | 1.2996          | 0.8042   |
| 0.0121        | 1224.0 | 36720 | 1.3784          | 0.75     |
| 0.0121        | 1225.0 | 36750 | 1.4736          | 0.7917   |
| 0.0121        | 1226.0 | 36780 | 1.2993          | 0.775    |
| 0.0121        | 1227.0 | 36810 | 1.3094          | 0.7958   |
| 0.0121        | 1228.0 | 36840 | 1.3072          | 0.7875   |
| 0.0121        | 1229.0 | 36870 | 1.2921          | 0.7667   |
| 0.0121        | 1230.0 | 36900 | 1.3255          | 0.8042   |
| 0.0121        | 1231.0 | 36930 | 1.3001          | 0.7833   |
| 0.0121        | 1232.0 | 36960 | 1.3200          | 0.8042   |
| 0.0121        | 1233.0 | 36990 | 1.4908          | 0.7792   |
| 0.0126        | 1234.0 | 37020 | 1.2452          | 0.8083   |
| 0.0126        | 1235.0 | 37050 | 1.3089          | 0.8      |
| 0.0126        | 1236.0 | 37080 | 1.4038          | 0.8083   |
| 0.0126        | 1237.0 | 37110 | 1.1996          | 0.7875   |
| 0.0126        | 1238.0 | 37140 | 1.4119          | 0.8292   |
| 0.0126        | 1239.0 | 37170 | 1.2332          | 0.8167   |
| 0.0126        | 1240.0 | 37200 | 1.1774          | 0.7917   |
| 0.0126        | 1241.0 | 37230 | 1.3389          | 0.8      |
| 0.0126        | 1242.0 | 37260 | 1.4678          | 0.7667   |
| 0.0126        | 1243.0 | 37290 | 1.4133          | 0.775    |
| 0.0126        | 1244.0 | 37320 | 1.3449          | 0.8042   |
| 0.0126        | 1245.0 | 37350 | 1.5209          | 0.7875   |
| 0.0126        | 1246.0 | 37380 | 1.2873          | 0.8125   |
| 0.0126        | 1247.0 | 37410 | 1.4443          | 0.7833   |
| 0.0126        | 1248.0 | 37440 | 1.2808          | 0.8125   |
| 0.0126        | 1249.0 | 37470 | 1.5125          | 0.775    |
| 0.0139        | 1250.0 | 37500 | 1.2931          | 0.8042   |
| 0.0139        | 1251.0 | 37530 | 1.1329          | 0.8167   |
| 0.0139        | 1252.0 | 37560 | 1.3924          | 0.8042   |
| 0.0139        | 1253.0 | 37590 | 1.5617          | 0.775    |
| 0.0139        | 1254.0 | 37620 | 1.3317          | 0.8042   |
| 0.0139        | 1255.0 | 37650 | 1.4886          | 0.7917   |
| 0.0139        | 1256.0 | 37680 | 1.2164          | 0.8125   |
| 0.0139        | 1257.0 | 37710 | 1.3023          | 0.8      |
| 0.0139        | 1258.0 | 37740 | 1.3687          | 0.8      |
| 0.0139        | 1259.0 | 37770 | 1.1631          | 0.8125   |
| 0.0139        | 1260.0 | 37800 | 1.2467          | 0.8      |
| 0.0139        | 1261.0 | 37830 | 1.1801          | 0.8375   |
| 0.0139        | 1262.0 | 37860 | 1.1806          | 0.7917   |
| 0.0139        | 1263.0 | 37890 | 1.4988          | 0.7833   |
| 0.0139        | 1264.0 | 37920 | 1.3505          | 0.7875   |
| 0.0139        | 1265.0 | 37950 | 1.2264          | 0.8167   |
| 0.0139        | 1266.0 | 37980 | 1.5791          | 0.8125   |
| 0.014         | 1267.0 | 38010 | 1.2901          | 0.825    |
| 0.014         | 1268.0 | 38040 | 1.2634          | 0.8      |
| 0.014         | 1269.0 | 38070 | 1.1945          | 0.7833   |
| 0.014         | 1270.0 | 38100 | 1.2704          | 0.7625   |
| 0.014         | 1271.0 | 38130 | 1.5594          | 0.7667   |
| 0.014         | 1272.0 | 38160 | 1.3672          | 0.8042   |
| 0.014         | 1273.0 | 38190 | 1.4381          | 0.775    |
| 0.014         | 1274.0 | 38220 | 1.8510          | 0.7208   |
| 0.014         | 1275.0 | 38250 | 1.3156          | 0.7917   |
| 0.014         | 1276.0 | 38280 | 1.2853          | 0.8042   |
| 0.014         | 1277.0 | 38310 | 1.3247          | 0.8      |
| 0.014         | 1278.0 | 38340 | 1.1573          | 0.8167   |
| 0.014         | 1279.0 | 38370 | 1.2918          | 0.8083   |
| 0.014         | 1280.0 | 38400 | 1.3332          | 0.7708   |
| 0.014         | 1281.0 | 38430 | 1.5114          | 0.7583   |
| 0.014         | 1282.0 | 38460 | 1.6017          | 0.7583   |
| 0.014         | 1283.0 | 38490 | 1.2733          | 0.825    |
| 0.0132        | 1284.0 | 38520 | 1.4314          | 0.7875   |
| 0.0132        | 1285.0 | 38550 | 1.3916          | 0.7708   |
| 0.0132        | 1286.0 | 38580 | 1.1371          | 0.8167   |
| 0.0132        | 1287.0 | 38610 | 1.3006          | 0.7833   |
| 0.0132        | 1288.0 | 38640 | 1.2554          | 0.7833   |
| 0.0132        | 1289.0 | 38670 | 1.4035          | 0.7917   |
| 0.0132        | 1290.0 | 38700 | 1.0704          | 0.7875   |
| 0.0132        | 1291.0 | 38730 | 1.3593          | 0.7542   |
| 0.0132        | 1292.0 | 38760 | 1.2005          | 0.8042   |
| 0.0132        | 1293.0 | 38790 | 1.3436          | 0.8042   |
| 0.0132        | 1294.0 | 38820 | 1.3618          | 0.7833   |
| 0.0132        | 1295.0 | 38850 | 1.4030          | 0.8125   |
| 0.0132        | 1296.0 | 38880 | 1.2990          | 0.8167   |
| 0.0132        | 1297.0 | 38910 | 1.0381          | 0.8292   |
| 0.0132        | 1298.0 | 38940 | 1.3280          | 0.7917   |
| 0.0132        | 1299.0 | 38970 | 1.2085          | 0.8042   |
| 0.0135        | 1300.0 | 39000 | 1.1258          | 0.8042   |
| 0.0135        | 1301.0 | 39030 | 1.4681          | 0.7833   |
| 0.0135        | 1302.0 | 39060 | 1.2293          | 0.8083   |
| 0.0135        | 1303.0 | 39090 | 1.3352          | 0.8125   |
| 0.0135        | 1304.0 | 39120 | 1.2390          | 0.8042   |
| 0.0135        | 1305.0 | 39150 | 1.3284          | 0.7958   |
| 0.0135        | 1306.0 | 39180 | 1.3757          | 0.7833   |
| 0.0135        | 1307.0 | 39210 | 1.5578          | 0.775    |
| 0.0135        | 1308.0 | 39240 | 1.2721          | 0.7792   |
| 0.0135        | 1309.0 | 39270 | 1.4933          | 0.8167   |
| 0.0135        | 1310.0 | 39300 | 1.4297          | 0.8042   |
| 0.0135        | 1311.0 | 39330 | 1.1987          | 0.775    |
| 0.0135        | 1312.0 | 39360 | 1.2935          | 0.8083   |
| 0.0135        | 1313.0 | 39390 | 1.2500          | 0.775    |
| 0.0135        | 1314.0 | 39420 | 1.3369          | 0.7917   |
| 0.0135        | 1315.0 | 39450 | 1.2369          | 0.8042   |
| 0.0135        | 1316.0 | 39480 | 1.3597          | 0.8042   |
| 0.0127        | 1317.0 | 39510 | 1.5542          | 0.8042   |
| 0.0127        | 1318.0 | 39540 | 1.2995          | 0.7833   |
| 0.0127        | 1319.0 | 39570 | 1.4383          | 0.7958   |
| 0.0127        | 1320.0 | 39600 | 1.2405          | 0.8083   |
| 0.0127        | 1321.0 | 39630 | 1.4988          | 0.7792   |
| 0.0127        | 1322.0 | 39660 | 1.4485          | 0.7833   |
| 0.0127        | 1323.0 | 39690 | 1.2489          | 0.7875   |
| 0.0127        | 1324.0 | 39720 | 1.1591          | 0.7833   |
| 0.0127        | 1325.0 | 39750 | 1.2731          | 0.7917   |
| 0.0127        | 1326.0 | 39780 | 1.4482          | 0.7958   |
| 0.0127        | 1327.0 | 39810 | 1.2610          | 0.7875   |
| 0.0127        | 1328.0 | 39840 | 1.4610          | 0.7917   |
| 0.0127        | 1329.0 | 39870 | 1.5360          | 0.7708   |
| 0.0127        | 1330.0 | 39900 | 1.3631          | 0.7667   |
| 0.0127        | 1331.0 | 39930 | 1.3288          | 0.7958   |
| 0.0127        | 1332.0 | 39960 | 1.3469          | 0.7958   |
| 0.0127        | 1333.0 | 39990 | 1.4929          | 0.7833   |
| 0.0119        | 1334.0 | 40020 | 1.1060          | 0.7958   |
| 0.0119        | 1335.0 | 40050 | 1.1872          | 0.7958   |
| 0.0119        | 1336.0 | 40080 | 1.3432          | 0.7917   |
| 0.0119        | 1337.0 | 40110 | 1.4642          | 0.7958   |
| 0.0119        | 1338.0 | 40140 | 1.0872          | 0.825    |
| 0.0119        | 1339.0 | 40170 | 1.0611          | 0.8042   |
| 0.0119        | 1340.0 | 40200 | 1.2117          | 0.8083   |
| 0.0119        | 1341.0 | 40230 | 1.1744          | 0.8      |
| 0.0119        | 1342.0 | 40260 | 1.4946          | 0.7875   |
| 0.0119        | 1343.0 | 40290 | 1.4924          | 0.7667   |
| 0.0119        | 1344.0 | 40320 | 1.6512          | 0.7958   |
| 0.0119        | 1345.0 | 40350 | 1.3300          | 0.8333   |
| 0.0119        | 1346.0 | 40380 | 1.4894          | 0.7833   |
| 0.0119        | 1347.0 | 40410 | 1.1712          | 0.7833   |
| 0.0119        | 1348.0 | 40440 | 1.4388          | 0.7792   |
| 0.0119        | 1349.0 | 40470 | 1.3988          | 0.775    |
| 0.0117        | 1350.0 | 40500 | 1.2460          | 0.8042   |
| 0.0117        | 1351.0 | 40530 | 1.1276          | 0.8125   |
| 0.0117        | 1352.0 | 40560 | 1.2683          | 0.7917   |
| 0.0117        | 1353.0 | 40590 | 1.3402          | 0.8167   |
| 0.0117        | 1354.0 | 40620 | 1.1061          | 0.8375   |
| 0.0117        | 1355.0 | 40650 | 1.2443          | 0.8042   |
| 0.0117        | 1356.0 | 40680 | 1.5169          | 0.7542   |
| 0.0117        | 1357.0 | 40710 | 1.1183          | 0.8      |
| 0.0117        | 1358.0 | 40740 | 1.1952          | 0.7917   |
| 0.0117        | 1359.0 | 40770 | 1.2697          | 0.7958   |
| 0.0117        | 1360.0 | 40800 | 1.3521          | 0.7833   |
| 0.0117        | 1361.0 | 40830 | 1.4172          | 0.7917   |
| 0.0117        | 1362.0 | 40860 | 1.4201          | 0.7917   |
| 0.0117        | 1363.0 | 40890 | 1.0224          | 0.8333   |
| 0.0117        | 1364.0 | 40920 | 1.5423          | 0.7833   |
| 0.0117        | 1365.0 | 40950 | 1.2901          | 0.7917   |
| 0.0117        | 1366.0 | 40980 | 1.2830          | 0.7875   |
| 0.0119        | 1367.0 | 41010 | 1.0776          | 0.7958   |
| 0.0119        | 1368.0 | 41040 | 1.2689          | 0.8      |
| 0.0119        | 1369.0 | 41070 | 1.1735          | 0.8208   |
| 0.0119        | 1370.0 | 41100 | 1.3600          | 0.7917   |
| 0.0119        | 1371.0 | 41130 | 1.4670          | 0.8      |
| 0.0119        | 1372.0 | 41160 | 1.3187          | 0.7792   |
| 0.0119        | 1373.0 | 41190 | 1.3816          | 0.8125   |
| 0.0119        | 1374.0 | 41220 | 1.3887          | 0.7917   |
| 0.0119        | 1375.0 | 41250 | 1.3960          | 0.8083   |
| 0.0119        | 1376.0 | 41280 | 1.8548          | 0.7667   |
| 0.0119        | 1377.0 | 41310 | 1.5282          | 0.7875   |
| 0.0119        | 1378.0 | 41340 | 1.2598          | 0.7875   |
| 0.0119        | 1379.0 | 41370 | 1.2086          | 0.7792   |
| 0.0119        | 1380.0 | 41400 | 1.0611          | 0.8042   |
| 0.0119        | 1381.0 | 41430 | 1.4254          | 0.7917   |
| 0.0119        | 1382.0 | 41460 | 1.4113          | 0.7917   |
| 0.0119        | 1383.0 | 41490 | 1.5810          | 0.775    |
| 0.0122        | 1384.0 | 41520 | 1.2773          | 0.7667   |
| 0.0122        | 1385.0 | 41550 | 1.4357          | 0.7875   |
| 0.0122        | 1386.0 | 41580 | 1.5143          | 0.8042   |
| 0.0122        | 1387.0 | 41610 | 1.3586          | 0.7917   |
| 0.0122        | 1388.0 | 41640 | 1.3677          | 0.7542   |
| 0.0122        | 1389.0 | 41670 | 1.4306          | 0.7833   |
| 0.0122        | 1390.0 | 41700 | 1.4094          | 0.775    |
| 0.0122        | 1391.0 | 41730 | 1.2797          | 0.7875   |
| 0.0122        | 1392.0 | 41760 | 1.1697          | 0.7875   |
| 0.0122        | 1393.0 | 41790 | 1.1379          | 0.8125   |
| 0.0122        | 1394.0 | 41820 | 1.2648          | 0.7833   |
| 0.0122        | 1395.0 | 41850 | 1.3288          | 0.7917   |
| 0.0122        | 1396.0 | 41880 | 1.3606          | 0.7958   |
| 0.0122        | 1397.0 | 41910 | 1.2689          | 0.7792   |
| 0.0122        | 1398.0 | 41940 | 1.2074          | 0.8292   |
| 0.0122        | 1399.0 | 41970 | 1.1529          | 0.8083   |
| 0.0117        | 1400.0 | 42000 | 1.2803          | 0.7875   |
| 0.0117        | 1401.0 | 42030 | 1.3206          | 0.8      |
| 0.0117        | 1402.0 | 42060 | 1.3851          | 0.7792   |
| 0.0117        | 1403.0 | 42090 | 1.1094          | 0.8042   |
| 0.0117        | 1404.0 | 42120 | 1.5090          | 0.7875   |
| 0.0117        | 1405.0 | 42150 | 1.3904          | 0.7833   |
| 0.0117        | 1406.0 | 42180 | 1.3749          | 0.8      |
| 0.0117        | 1407.0 | 42210 | 1.2993          | 0.7917   |
| 0.0117        | 1408.0 | 42240 | 1.3366          | 0.7875   |
| 0.0117        | 1409.0 | 42270 | 1.3067          | 0.8083   |
| 0.0117        | 1410.0 | 42300 | 1.4128          | 0.775    |
| 0.0117        | 1411.0 | 42330 | 1.2120          | 0.8208   |
| 0.0117        | 1412.0 | 42360 | 1.1774          | 0.8125   |
| 0.0117        | 1413.0 | 42390 | 1.1445          | 0.8125   |
| 0.0117        | 1414.0 | 42420 | 1.5141          | 0.7833   |
| 0.0117        | 1415.0 | 42450 | 1.4082          | 0.7833   |
| 0.0117        | 1416.0 | 42480 | 1.3647          | 0.7833   |
| 0.0109        | 1417.0 | 42510 | 1.3435          | 0.7958   |
| 0.0109        | 1418.0 | 42540 | 1.4641          | 0.8      |
| 0.0109        | 1419.0 | 42570 | 1.2633          | 0.8125   |
| 0.0109        | 1420.0 | 42600 | 1.3394          | 0.8042   |
| 0.0109        | 1421.0 | 42630 | 1.4154          | 0.8042   |
| 0.0109        | 1422.0 | 42660 | 1.2684          | 0.7958   |
| 0.0109        | 1423.0 | 42690 | 1.3496          | 0.8042   |
| 0.0109        | 1424.0 | 42720 | 1.3884          | 0.8042   |
| 0.0109        | 1425.0 | 42750 | 1.2356          | 0.7708   |
| 0.0109        | 1426.0 | 42780 | 1.2875          | 0.7958   |
| 0.0109        | 1427.0 | 42810 | 1.3178          | 0.8042   |
| 0.0109        | 1428.0 | 42840 | 1.4535          | 0.7917   |
| 0.0109        | 1429.0 | 42870 | 1.2387          | 0.8083   |
| 0.0109        | 1430.0 | 42900 | 1.6628          | 0.7458   |
| 0.0109        | 1431.0 | 42930 | 1.4390          | 0.8125   |
| 0.0109        | 1432.0 | 42960 | 1.2688          | 0.7833   |
| 0.0109        | 1433.0 | 42990 | 1.3232          | 0.8      |
| 0.0133        | 1434.0 | 43020 | 1.1935          | 0.8125   |
| 0.0133        | 1435.0 | 43050 | 1.4634          | 0.7917   |
| 0.0133        | 1436.0 | 43080 | 1.0387          | 0.8167   |
| 0.0133        | 1437.0 | 43110 | 1.5935          | 0.8      |
| 0.0133        | 1438.0 | 43140 | 1.0836          | 0.8      |
| 0.0133        | 1439.0 | 43170 | 1.2449          | 0.8125   |
| 0.0133        | 1440.0 | 43200 | 1.2790          | 0.7958   |
| 0.0133        | 1441.0 | 43230 | 1.3732          | 0.8125   |
| 0.0133        | 1442.0 | 43260 | 1.0954          | 0.8292   |
| 0.0133        | 1443.0 | 43290 | 1.3387          | 0.7917   |
| 0.0133        | 1444.0 | 43320 | 1.4839          | 0.7833   |
| 0.0133        | 1445.0 | 43350 | 1.4672          | 0.7875   |
| 0.0133        | 1446.0 | 43380 | 1.3551          | 0.7667   |
| 0.0133        | 1447.0 | 43410 | 1.5240          | 0.7458   |
| 0.0133        | 1448.0 | 43440 | 1.0737          | 0.8      |
| 0.0133        | 1449.0 | 43470 | 1.3365          | 0.7958   |
| 0.0117        | 1450.0 | 43500 | 1.5471          | 0.8125   |
| 0.0117        | 1451.0 | 43530 | 1.2186          | 0.7875   |
| 0.0117        | 1452.0 | 43560 | 1.4005          | 0.7833   |
| 0.0117        | 1453.0 | 43590 | 1.3964          | 0.8083   |
| 0.0117        | 1454.0 | 43620 | 1.3173          | 0.8042   |
| 0.0117        | 1455.0 | 43650 | 1.1150          | 0.8417   |
| 0.0117        | 1456.0 | 43680 | 1.1728          | 0.7917   |
| 0.0117        | 1457.0 | 43710 | 1.4196          | 0.7792   |
| 0.0117        | 1458.0 | 43740 | 1.4560          | 0.8      |
| 0.0117        | 1459.0 | 43770 | 1.3794          | 0.8167   |
| 0.0117        | 1460.0 | 43800 | 1.3478          | 0.7792   |
| 0.0117        | 1461.0 | 43830 | 1.3383          | 0.8042   |
| 0.0117        | 1462.0 | 43860 | 1.2820          | 0.8125   |
| 0.0117        | 1463.0 | 43890 | 1.1542          | 0.7875   |
| 0.0117        | 1464.0 | 43920 | 1.4135          | 0.7792   |
| 0.0117        | 1465.0 | 43950 | 1.3492          | 0.8      |
| 0.0117        | 1466.0 | 43980 | 2.0121          | 0.7      |
| 0.0086        | 1467.0 | 44010 | 1.5258          | 0.7792   |
| 0.0086        | 1468.0 | 44040 | 1.3612          | 0.8125   |
| 0.0086        | 1469.0 | 44070 | 1.4076          | 0.7917   |
| 0.0086        | 1470.0 | 44100 | 1.2031          | 0.8208   |
| 0.0086        | 1471.0 | 44130 | 1.4157          | 0.7792   |
| 0.0086        | 1472.0 | 44160 | 1.4416          | 0.8083   |
| 0.0086        | 1473.0 | 44190 | 1.4480          | 0.7833   |
| 0.0086        | 1474.0 | 44220 | 1.1862          | 0.8167   |
| 0.0086        | 1475.0 | 44250 | 1.3431          | 0.7792   |
| 0.0086        | 1476.0 | 44280 | 1.2668          | 0.8208   |
| 0.0086        | 1477.0 | 44310 | 1.5297          | 0.775    |
| 0.0086        | 1478.0 | 44340 | 1.4872          | 0.7833   |
| 0.0086        | 1479.0 | 44370 | 1.2053          | 0.8333   |
| 0.0086        | 1480.0 | 44400 | 1.2900          | 0.7833   |
| 0.0086        | 1481.0 | 44430 | 1.4907          | 0.775    |
| 0.0086        | 1482.0 | 44460 | 1.2355          | 0.8083   |
| 0.0086        | 1483.0 | 44490 | 1.1396          | 0.775    |
| 0.0088        | 1484.0 | 44520 | 1.5673          | 0.7833   |
| 0.0088        | 1485.0 | 44550 | 1.4772          | 0.8042   |
| 0.0088        | 1486.0 | 44580 | 1.5385          | 0.7583   |
| 0.0088        | 1487.0 | 44610 | 1.5553          | 0.8125   |
| 0.0088        | 1488.0 | 44640 | 1.4577          | 0.7917   |
| 0.0088        | 1489.0 | 44670 | 0.9210          | 0.8333   |
| 0.0088        | 1490.0 | 44700 | 1.1163          | 0.8083   |
| 0.0088        | 1491.0 | 44730 | 1.2678          | 0.8      |
| 0.0088        | 1492.0 | 44760 | 1.2810          | 0.7958   |
| 0.0088        | 1493.0 | 44790 | 1.5296          | 0.7875   |
| 0.0088        | 1494.0 | 44820 | 1.1364          | 0.775    |
| 0.0088        | 1495.0 | 44850 | 1.1587          | 0.8208   |
| 0.0088        | 1496.0 | 44880 | 1.3942          | 0.7917   |
| 0.0088        | 1497.0 | 44910 | 1.4652          | 0.8083   |
| 0.0088        | 1498.0 | 44940 | 1.5409          | 0.7875   |
| 0.0088        | 1499.0 | 44970 | 1.2924          | 0.8      |
| 0.0129        | 1500.0 | 45000 | 1.4110          | 0.8125   |
| 0.0129        | 1501.0 | 45030 | 1.3966          | 0.8042   |
| 0.0129        | 1502.0 | 45060 | 1.3567          | 0.8042   |
| 0.0129        | 1503.0 | 45090 | 1.2921          | 0.775    |
| 0.0129        | 1504.0 | 45120 | 1.1863          | 0.8083   |
| 0.0129        | 1505.0 | 45150 | 1.5501          | 0.7792   |
| 0.0129        | 1506.0 | 45180 | 1.5077          | 0.7792   |
| 0.0129        | 1507.0 | 45210 | 1.4453          | 0.8167   |
| 0.0129        | 1508.0 | 45240 | 1.7031          | 0.8042   |
| 0.0129        | 1509.0 | 45270 | 1.4184          | 0.7958   |
| 0.0129        | 1510.0 | 45300 | 1.4755          | 0.7917   |
| 0.0129        | 1511.0 | 45330 | 1.3509          | 0.7875   |
| 0.0129        | 1512.0 | 45360 | 1.3863          | 0.775    |
| 0.0129        | 1513.0 | 45390 | 1.1137          | 0.8      |
| 0.0129        | 1514.0 | 45420 | 1.6185          | 0.7792   |
| 0.0129        | 1515.0 | 45450 | 1.5356          | 0.7875   |
| 0.0129        | 1516.0 | 45480 | 1.3424          | 0.8042   |
| 0.0091        | 1517.0 | 45510 | 1.3850          | 0.7875   |
| 0.0091        | 1518.0 | 45540 | 1.3671          | 0.7792   |
| 0.0091        | 1519.0 | 45570 | 1.5930          | 0.7917   |
| 0.0091        | 1520.0 | 45600 | 1.2088          | 0.8      |
| 0.0091        | 1521.0 | 45630 | 1.4669          | 0.8042   |
| 0.0091        | 1522.0 | 45660 | 1.3986          | 0.7875   |
| 0.0091        | 1523.0 | 45690 | 1.7112          | 0.75     |
| 0.0091        | 1524.0 | 45720 | 1.1584          | 0.8208   |
| 0.0091        | 1525.0 | 45750 | 1.3584          | 0.7792   |
| 0.0091        | 1526.0 | 45780 | 1.5027          | 0.7542   |
| 0.0091        | 1527.0 | 45810 | 1.3276          | 0.8125   |
| 0.0091        | 1528.0 | 45840 | 1.2703          | 0.8167   |
| 0.0091        | 1529.0 | 45870 | 1.6849          | 0.7125   |
| 0.0091        | 1530.0 | 45900 | 1.4520          | 0.7833   |
| 0.0091        | 1531.0 | 45930 | 1.3507          | 0.7833   |
| 0.0091        | 1532.0 | 45960 | 1.2636          | 0.8125   |
| 0.0091        | 1533.0 | 45990 | 1.3649          | 0.7625   |
| 0.0112        | 1534.0 | 46020 | 1.4273          | 0.7542   |
| 0.0112        | 1535.0 | 46050 | 1.3029          | 0.8      |
| 0.0112        | 1536.0 | 46080 | 1.1719          | 0.8208   |
| 0.0112        | 1537.0 | 46110 | 1.3519          | 0.8083   |
| 0.0112        | 1538.0 | 46140 | 1.0847          | 0.8083   |
| 0.0112        | 1539.0 | 46170 | 1.4050          | 0.8      |
| 0.0112        | 1540.0 | 46200 | 1.6150          | 0.7958   |
| 0.0112        | 1541.0 | 46230 | 1.2510          | 0.7917   |
| 0.0112        | 1542.0 | 46260 | 1.7382          | 0.7833   |
| 0.0112        | 1543.0 | 46290 | 1.2740          | 0.8      |
| 0.0112        | 1544.0 | 46320 | 1.1606          | 0.8167   |
| 0.0112        | 1545.0 | 46350 | 1.0645          | 0.8333   |
| 0.0112        | 1546.0 | 46380 | 1.4396          | 0.7917   |
| 0.0112        | 1547.0 | 46410 | 1.3832          | 0.7875   |
| 0.0112        | 1548.0 | 46440 | 1.0985          | 0.825    |
| 0.0112        | 1549.0 | 46470 | 1.2882          | 0.7792   |
| 0.0096        | 1550.0 | 46500 | 1.3089          | 0.7875   |
| 0.0096        | 1551.0 | 46530 | 1.2983          | 0.8167   |
| 0.0096        | 1552.0 | 46560 | 1.6504          | 0.7583   |
| 0.0096        | 1553.0 | 46590 | 1.4972          | 0.7875   |
| 0.0096        | 1554.0 | 46620 | 1.6400          | 0.7958   |
| 0.0096        | 1555.0 | 46650 | 1.8197          | 0.7667   |
| 0.0096        | 1556.0 | 46680 | 1.3075          | 0.8083   |
| 0.0096        | 1557.0 | 46710 | 1.4223          | 0.7958   |
| 0.0096        | 1558.0 | 46740 | 1.5494          | 0.8292   |
| 0.0096        | 1559.0 | 46770 | 1.3085          | 0.7875   |
| 0.0096        | 1560.0 | 46800 | 1.4508          | 0.7708   |
| 0.0096        | 1561.0 | 46830 | 1.4659          | 0.7958   |
| 0.0096        | 1562.0 | 46860 | 1.3944          | 0.8083   |
| 0.0096        | 1563.0 | 46890 | 1.2353          | 0.7833   |
| 0.0096        | 1564.0 | 46920 | 1.6323          | 0.7417   |
| 0.0096        | 1565.0 | 46950 | 1.1290          | 0.8      |
| 0.0096        | 1566.0 | 46980 | 1.3444          | 0.8208   |
| 0.0126        | 1567.0 | 47010 | 1.1851          | 0.8292   |
| 0.0126        | 1568.0 | 47040 | 1.4688          | 0.8125   |
| 0.0126        | 1569.0 | 47070 | 1.4655          | 0.7833   |
| 0.0126        | 1570.0 | 47100 | 1.0312          | 0.7958   |
| 0.0126        | 1571.0 | 47130 | 1.3962          | 0.7542   |
| 0.0126        | 1572.0 | 47160 | 1.3534          | 0.7917   |
| 0.0126        | 1573.0 | 47190 | 1.6330          | 0.8208   |
| 0.0126        | 1574.0 | 47220 | 1.2064          | 0.7917   |
| 0.0126        | 1575.0 | 47250 | 1.6004          | 0.7792   |
| 0.0126        | 1576.0 | 47280 | 1.4152          | 0.7833   |
| 0.0126        | 1577.0 | 47310 | 1.2253          | 0.8167   |
| 0.0126        | 1578.0 | 47340 | 1.5881          | 0.7833   |
| 0.0126        | 1579.0 | 47370 | 1.6793          | 0.7625   |
| 0.0126        | 1580.0 | 47400 | 1.1328          | 0.8083   |
| 0.0126        | 1581.0 | 47430 | 1.3365          | 0.8083   |
| 0.0126        | 1582.0 | 47460 | 1.0486          | 0.8167   |
| 0.0126        | 1583.0 | 47490 | 1.3892          | 0.7875   |
| 0.0081        | 1584.0 | 47520 | 1.4876          | 0.7833   |
| 0.0081        | 1585.0 | 47550 | 1.2344          | 0.8125   |
| 0.0081        | 1586.0 | 47580 | 1.3279          | 0.7875   |
| 0.0081        | 1587.0 | 47610 | 1.1887          | 0.8208   |
| 0.0081        | 1588.0 | 47640 | 1.4643          | 0.8083   |
| 0.0081        | 1589.0 | 47670 | 1.2302          | 0.8042   |
| 0.0081        | 1590.0 | 47700 | 1.4154          | 0.8      |
| 0.0081        | 1591.0 | 47730 | 1.2831          | 0.7958   |
| 0.0081        | 1592.0 | 47760 | 1.6219          | 0.8125   |
| 0.0081        | 1593.0 | 47790 | 1.3057          | 0.8      |
| 0.0081        | 1594.0 | 47820 | 1.7437          | 0.7417   |
| 0.0081        | 1595.0 | 47850 | 1.1653          | 0.7917   |
| 0.0081        | 1596.0 | 47880 | 1.2753          | 0.8167   |
| 0.0081        | 1597.0 | 47910 | 1.3407          | 0.8125   |
| 0.0081        | 1598.0 | 47940 | 1.3949          | 0.8      |
| 0.0081        | 1599.0 | 47970 | 1.1920          | 0.825    |
| 0.0087        | 1600.0 | 48000 | 1.4784          | 0.7375   |
| 0.0087        | 1601.0 | 48030 | 1.0188          | 0.8292   |
| 0.0087        | 1602.0 | 48060 | 1.4276          | 0.8042   |
| 0.0087        | 1603.0 | 48090 | 1.5804          | 0.775    |
| 0.0087        | 1604.0 | 48120 | 1.4382          | 0.7792   |
| 0.0087        | 1605.0 | 48150 | 1.4162          | 0.7792   |
| 0.0087        | 1606.0 | 48180 | 1.3996          | 0.7958   |
| 0.0087        | 1607.0 | 48210 | 1.5530          | 0.775    |
| 0.0087        | 1608.0 | 48240 | 1.3044          | 0.7958   |
| 0.0087        | 1609.0 | 48270 | 1.1829          | 0.8083   |
| 0.0087        | 1610.0 | 48300 | 1.1712          | 0.825    |
| 0.0087        | 1611.0 | 48330 | 1.3876          | 0.8      |
| 0.0087        | 1612.0 | 48360 | 1.5846          | 0.7917   |
| 0.0087        | 1613.0 | 48390 | 1.4043          | 0.7917   |
| 0.0087        | 1614.0 | 48420 | 1.5841          | 0.7625   |
| 0.0087        | 1615.0 | 48450 | 1.2773          | 0.7875   |
| 0.0087        | 1616.0 | 48480 | 1.5338          | 0.7667   |
| 0.0091        | 1617.0 | 48510 | 1.2505          | 0.7958   |
| 0.0091        | 1618.0 | 48540 | 1.5483          | 0.7333   |
| 0.0091        | 1619.0 | 48570 | 1.4355          | 0.7833   |
| 0.0091        | 1620.0 | 48600 | 1.2665          | 0.8125   |
| 0.0091        | 1621.0 | 48630 | 1.1949          | 0.8083   |
| 0.0091        | 1622.0 | 48660 | 1.3095          | 0.8      |
| 0.0091        | 1623.0 | 48690 | 1.3807          | 0.7958   |
| 0.0091        | 1624.0 | 48720 | 1.2542          | 0.775    |
| 0.0091        | 1625.0 | 48750 | 1.5920          | 0.7625   |
| 0.0091        | 1626.0 | 48780 | 1.3928          | 0.8042   |
| 0.0091        | 1627.0 | 48810 | 1.1826          | 0.8083   |
| 0.0091        | 1628.0 | 48840 | 1.3381          | 0.8208   |
| 0.0091        | 1629.0 | 48870 | 1.5823          | 0.7625   |
| 0.0091        | 1630.0 | 48900 | 1.4224          | 0.7708   |
| 0.0091        | 1631.0 | 48930 | 1.2238          | 0.825    |
| 0.0091        | 1632.0 | 48960 | 1.3098          | 0.8167   |
| 0.0091        | 1633.0 | 48990 | 1.5624          | 0.7875   |
| 0.0102        | 1634.0 | 49020 | 1.3817          | 0.7708   |
| 0.0102        | 1635.0 | 49050 | 1.3306          | 0.7792   |
| 0.0102        | 1636.0 | 49080 | 1.3142          | 0.8208   |
| 0.0102        | 1637.0 | 49110 | 1.3704          | 0.8042   |
| 0.0102        | 1638.0 | 49140 | 1.3550          | 0.7833   |
| 0.0102        | 1639.0 | 49170 | 1.2677          | 0.7875   |
| 0.0102        | 1640.0 | 49200 | 1.3254          | 0.7917   |
| 0.0102        | 1641.0 | 49230 | 1.3160          | 0.8125   |
| 0.0102        | 1642.0 | 49260 | 1.2922          | 0.7958   |
| 0.0102        | 1643.0 | 49290 | 1.4094          | 0.8042   |
| 0.0102        | 1644.0 | 49320 | 1.3884          | 0.7917   |
| 0.0102        | 1645.0 | 49350 | 1.1850          | 0.7875   |
| 0.0102        | 1646.0 | 49380 | 1.3226          | 0.7792   |
| 0.0102        | 1647.0 | 49410 | 1.4120          | 0.8167   |
| 0.0102        | 1648.0 | 49440 | 1.4296          | 0.8      |
| 0.0102        | 1649.0 | 49470 | 1.4205          | 0.8      |
| 0.0114        | 1650.0 | 49500 | 1.2401          | 0.8292   |
| 0.0114        | 1651.0 | 49530 | 1.5770          | 0.7458   |
| 0.0114        | 1652.0 | 49560 | 1.2140          | 0.8125   |
| 0.0114        | 1653.0 | 49590 | 1.3356          | 0.7833   |
| 0.0114        | 1654.0 | 49620 | 1.5649          | 0.7833   |
| 0.0114        | 1655.0 | 49650 | 1.5667          | 0.775    |
| 0.0114        | 1656.0 | 49680 | 1.4604          | 0.7833   |
| 0.0114        | 1657.0 | 49710 | 1.5255          | 0.7833   |
| 0.0114        | 1658.0 | 49740 | 1.4988          | 0.8042   |
| 0.0114        | 1659.0 | 49770 | 1.2903          | 0.7708   |
| 0.0114        | 1660.0 | 49800 | 1.4512          | 0.7958   |
| 0.0114        | 1661.0 | 49830 | 1.4526          | 0.8208   |
| 0.0114        | 1662.0 | 49860 | 1.2664          | 0.8      |
| 0.0114        | 1663.0 | 49890 | 1.2225          | 0.8125   |
| 0.0114        | 1664.0 | 49920 | 1.3423          | 0.8      |
| 0.0114        | 1665.0 | 49950 | 1.2811          | 0.8125   |
| 0.0114        | 1666.0 | 49980 | 1.4179          | 0.8083   |
| 0.0084        | 1667.0 | 50010 | 1.5394          | 0.8042   |
| 0.0084        | 1668.0 | 50040 | 1.3144          | 0.825    |
| 0.0084        | 1669.0 | 50070 | 1.4261          | 0.7833   |
| 0.0084        | 1670.0 | 50100 | 1.4840          | 0.8042   |
| 0.0084        | 1671.0 | 50130 | 1.1391          | 0.825    |
| 0.0084        | 1672.0 | 50160 | 1.4506          | 0.8083   |
| 0.0084        | 1673.0 | 50190 | 1.2468          | 0.8167   |
| 0.0084        | 1674.0 | 50220 | 1.3354          | 0.8      |
| 0.0084        | 1675.0 | 50250 | 1.1121          | 0.8333   |
| 0.0084        | 1676.0 | 50280 | 1.2781          | 0.8125   |
| 0.0084        | 1677.0 | 50310 | 1.2844          | 0.8083   |
| 0.0084        | 1678.0 | 50340 | 1.1945          | 0.825    |
| 0.0084        | 1679.0 | 50370 | 1.3404          | 0.8125   |
| 0.0084        | 1680.0 | 50400 | 1.2188          | 0.8167   |
| 0.0084        | 1681.0 | 50430 | 1.5161          | 0.8083   |
| 0.0084        | 1682.0 | 50460 | 1.3913          | 0.775    |
| 0.0084        | 1683.0 | 50490 | 1.3343          | 0.8167   |
| 0.0098        | 1684.0 | 50520 | 1.4482          | 0.8125   |
| 0.0098        | 1685.0 | 50550 | 1.3223          | 0.775    |
| 0.0098        | 1686.0 | 50580 | 1.2461          | 0.8083   |
| 0.0098        | 1687.0 | 50610 | 1.2945          | 0.8042   |
| 0.0098        | 1688.0 | 50640 | 1.3086          | 0.7958   |
| 0.0098        | 1689.0 | 50670 | 1.3121          | 0.8208   |
| 0.0098        | 1690.0 | 50700 | 1.4512          | 0.7875   |
| 0.0098        | 1691.0 | 50730 | 1.2236          | 0.7958   |
| 0.0098        | 1692.0 | 50760 | 1.3813          | 0.8042   |
| 0.0098        | 1693.0 | 50790 | 1.1950          | 0.8208   |
| 0.0098        | 1694.0 | 50820 | 1.3170          | 0.7792   |
| 0.0098        | 1695.0 | 50850 | 1.4470          | 0.7917   |
| 0.0098        | 1696.0 | 50880 | 1.5317          | 0.7958   |
| 0.0098        | 1697.0 | 50910 | 1.0926          | 0.8292   |
| 0.0098        | 1698.0 | 50940 | 1.3273          | 0.8167   |
| 0.0098        | 1699.0 | 50970 | 1.1896          | 0.8292   |
| 0.0103        | 1700.0 | 51000 | 1.2892          | 0.8083   |
| 0.0103        | 1701.0 | 51030 | 1.3922          | 0.7833   |
| 0.0103        | 1702.0 | 51060 | 1.6931          | 0.7917   |
| 0.0103        | 1703.0 | 51090 | 1.4755          | 0.7583   |
| 0.0103        | 1704.0 | 51120 | 1.2349          | 0.8208   |
| 0.0103        | 1705.0 | 51150 | 1.4495          | 0.7833   |
| 0.0103        | 1706.0 | 51180 | 1.5563          | 0.7917   |
| 0.0103        | 1707.0 | 51210 | 1.1578          | 0.7958   |
| 0.0103        | 1708.0 | 51240 | 1.4043          | 0.8125   |
| 0.0103        | 1709.0 | 51270 | 1.4009          | 0.8292   |
| 0.0103        | 1710.0 | 51300 | 1.3301          | 0.8      |
| 0.0103        | 1711.0 | 51330 | 1.6638          | 0.7917   |
| 0.0103        | 1712.0 | 51360 | 1.1773          | 0.8167   |
| 0.0103        | 1713.0 | 51390 | 1.0919          | 0.8208   |
| 0.0103        | 1714.0 | 51420 | 1.2450          | 0.7917   |
| 0.0103        | 1715.0 | 51450 | 1.3397          | 0.8292   |
| 0.0103        | 1716.0 | 51480 | 1.3613          | 0.7792   |
| 0.0105        | 1717.0 | 51510 | 1.2802          | 0.8      |
| 0.0105        | 1718.0 | 51540 | 1.2437          | 0.8      |
| 0.0105        | 1719.0 | 51570 | 1.3201          | 0.7875   |
| 0.0105        | 1720.0 | 51600 | 1.5726          | 0.7708   |
| 0.0105        | 1721.0 | 51630 | 1.3656          | 0.8042   |
| 0.0105        | 1722.0 | 51660 | 1.7074          | 0.7792   |
| 0.0105        | 1723.0 | 51690 | 1.2694          | 0.8375   |
| 0.0105        | 1724.0 | 51720 | 1.4550          | 0.7792   |
| 0.0105        | 1725.0 | 51750 | 1.4635          | 0.7917   |
| 0.0105        | 1726.0 | 51780 | 1.4889          | 0.7625   |
| 0.0105        | 1727.0 | 51810 | 1.3134          | 0.8042   |
| 0.0105        | 1728.0 | 51840 | 1.4418          | 0.775    |
| 0.0105        | 1729.0 | 51870 | 1.5681          | 0.7583   |
| 0.0105        | 1730.0 | 51900 | 1.1054          | 0.8292   |
| 0.0105        | 1731.0 | 51930 | 1.2462          | 0.8083   |
| 0.0105        | 1732.0 | 51960 | 1.3583          | 0.7792   |
| 0.0105        | 1733.0 | 51990 | 1.3378          | 0.775    |
| 0.0091        | 1734.0 | 52020 | 1.4520          | 0.7583   |
| 0.0091        | 1735.0 | 52050 | 1.3221          | 0.8125   |
| 0.0091        | 1736.0 | 52080 | 1.4677          | 0.8042   |
| 0.0091        | 1737.0 | 52110 | 1.4403          | 0.775    |
| 0.0091        | 1738.0 | 52140 | 1.2008          | 0.8333   |
| 0.0091        | 1739.0 | 52170 | 1.2424          | 0.8167   |
| 0.0091        | 1740.0 | 52200 | 1.3899          | 0.7833   |
| 0.0091        | 1741.0 | 52230 | 1.3449          | 0.8292   |
| 0.0091        | 1742.0 | 52260 | 1.2990          | 0.8167   |
| 0.0091        | 1743.0 | 52290 | 1.5920          | 0.7833   |
| 0.0091        | 1744.0 | 52320 | 1.3588          | 0.7792   |
| 0.0091        | 1745.0 | 52350 | 1.2354          | 0.8042   |
| 0.0091        | 1746.0 | 52380 | 1.1257          | 0.8333   |
| 0.0091        | 1747.0 | 52410 | 1.3577          | 0.7958   |
| 0.0091        | 1748.0 | 52440 | 1.4216          | 0.8125   |
| 0.0091        | 1749.0 | 52470 | 1.1096          | 0.8      |
| 0.0074        | 1750.0 | 52500 | 1.5919          | 0.7708   |
| 0.0074        | 1751.0 | 52530 | 1.3637          | 0.7792   |
| 0.0074        | 1752.0 | 52560 | 1.5916          | 0.775    |
| 0.0074        | 1753.0 | 52590 | 1.4799          | 0.7833   |
| 0.0074        | 1754.0 | 52620 | 1.4437          | 0.7875   |
| 0.0074        | 1755.0 | 52650 | 1.5032          | 0.8      |
| 0.0074        | 1756.0 | 52680 | 1.1719          | 0.8125   |
| 0.0074        | 1757.0 | 52710 | 1.0309          | 0.8208   |
| 0.0074        | 1758.0 | 52740 | 1.3773          | 0.7917   |
| 0.0074        | 1759.0 | 52770 | 1.4090          | 0.7958   |
| 0.0074        | 1760.0 | 52800 | 1.3923          | 0.8      |
| 0.0074        | 1761.0 | 52830 | 1.3306          | 0.8167   |
| 0.0074        | 1762.0 | 52860 | 1.2398          | 0.8      |
| 0.0074        | 1763.0 | 52890 | 1.3714          | 0.8167   |
| 0.0074        | 1764.0 | 52920 | 1.3510          | 0.8042   |
| 0.0074        | 1765.0 | 52950 | 1.4409          | 0.7917   |
| 0.0074        | 1766.0 | 52980 | 1.4872          | 0.7792   |
| 0.0069        | 1767.0 | 53010 | 1.2909          | 0.7833   |
| 0.0069        | 1768.0 | 53040 | 1.1229          | 0.7958   |
| 0.0069        | 1769.0 | 53070 | 1.1504          | 0.8125   |
| 0.0069        | 1770.0 | 53100 | 1.3935          | 0.7958   |
| 0.0069        | 1771.0 | 53130 | 1.3097          | 0.8083   |
| 0.0069        | 1772.0 | 53160 | 1.0690          | 0.8458   |
| 0.0069        | 1773.0 | 53190 | 1.2158          | 0.8083   |
| 0.0069        | 1774.0 | 53220 | 1.3868          | 0.7708   |
| 0.0069        | 1775.0 | 53250 | 1.4253          | 0.775    |
| 0.0069        | 1776.0 | 53280 | 1.3567          | 0.8292   |
| 0.0069        | 1777.0 | 53310 | 1.4256          | 0.8      |
| 0.0069        | 1778.0 | 53340 | 1.4184          | 0.7833   |
| 0.0069        | 1779.0 | 53370 | 1.6955          | 0.7667   |
| 0.0069        | 1780.0 | 53400 | 1.4366          | 0.7833   |
| 0.0069        | 1781.0 | 53430 | 1.2100          | 0.7917   |
| 0.0069        | 1782.0 | 53460 | 1.3288          | 0.8208   |
| 0.0069        | 1783.0 | 53490 | 1.4486          | 0.7958   |
| 0.0092        | 1784.0 | 53520 | 1.4399          | 0.7875   |
| 0.0092        | 1785.0 | 53550 | 1.4844          | 0.75     |
| 0.0092        | 1786.0 | 53580 | 1.4153          | 0.8      |
| 0.0092        | 1787.0 | 53610 | 1.4012          | 0.7875   |
| 0.0092        | 1788.0 | 53640 | 1.4394          | 0.7708   |
| 0.0092        | 1789.0 | 53670 | 1.3736          | 0.8125   |
| 0.0092        | 1790.0 | 53700 | 1.8755          | 0.7458   |
| 0.0092        | 1791.0 | 53730 | 1.3583          | 0.8042   |
| 0.0092        | 1792.0 | 53760 | 1.2741          | 0.7833   |
| 0.0092        | 1793.0 | 53790 | 1.7958          | 0.75     |
| 0.0092        | 1794.0 | 53820 | 1.2800          | 0.8208   |
| 0.0092        | 1795.0 | 53850 | 1.6146          | 0.8042   |
| 0.0092        | 1796.0 | 53880 | 1.5070          | 0.7625   |
| 0.0092        | 1797.0 | 53910 | 1.4889          | 0.7875   |
| 0.0092        | 1798.0 | 53940 | 1.5039          | 0.8208   |
| 0.0092        | 1799.0 | 53970 | 1.3737          | 0.7958   |
| 0.0087        | 1800.0 | 54000 | 1.5132          | 0.7875   |
| 0.0087        | 1801.0 | 54030 | 1.4327          | 0.8167   |
| 0.0087        | 1802.0 | 54060 | 1.3060          | 0.8208   |
| 0.0087        | 1803.0 | 54090 | 1.3390          | 0.775    |
| 0.0087        | 1804.0 | 54120 | 1.4776          | 0.8042   |
| 0.0087        | 1805.0 | 54150 | 1.4412          | 0.8      |
| 0.0087        | 1806.0 | 54180 | 1.4395          | 0.775    |
| 0.0087        | 1807.0 | 54210 | 1.7166          | 0.7708   |
| 0.0087        | 1808.0 | 54240 | 1.3614          | 0.7875   |
| 0.0087        | 1809.0 | 54270 | 1.2557          | 0.8292   |
| 0.0087        | 1810.0 | 54300 | 1.5233          | 0.7833   |
| 0.0087        | 1811.0 | 54330 | 1.1652          | 0.7917   |
| 0.0087        | 1812.0 | 54360 | 1.0636          | 0.8375   |
| 0.0087        | 1813.0 | 54390 | 1.2284          | 0.8042   |
| 0.0087        | 1814.0 | 54420 | 1.2259          | 0.8167   |
| 0.0087        | 1815.0 | 54450 | 1.4544          | 0.8083   |
| 0.0087        | 1816.0 | 54480 | 1.5231          | 0.7833   |
| 0.0092        | 1817.0 | 54510 | 1.4474          | 0.7792   |
| 0.0092        | 1818.0 | 54540 | 1.5503          | 0.8083   |
| 0.0092        | 1819.0 | 54570 | 1.2062          | 0.8083   |
| 0.0092        | 1820.0 | 54600 | 1.2325          | 0.7875   |
| 0.0092        | 1821.0 | 54630 | 1.3989          | 0.8042   |
| 0.0092        | 1822.0 | 54660 | 1.4384          | 0.8      |
| 0.0092        | 1823.0 | 54690 | 1.2723          | 0.7875   |
| 0.0092        | 1824.0 | 54720 | 1.2214          | 0.8125   |
| 0.0092        | 1825.0 | 54750 | 1.4630          | 0.8125   |
| 0.0092        | 1826.0 | 54780 | 1.2539          | 0.7833   |
| 0.0092        | 1827.0 | 54810 | 1.6401          | 0.7667   |
| 0.0092        | 1828.0 | 54840 | 1.4556          | 0.8042   |
| 0.0092        | 1829.0 | 54870 | 1.4111          | 0.7708   |
| 0.0092        | 1830.0 | 54900 | 1.5331          | 0.7875   |
| 0.0092        | 1831.0 | 54930 | 1.4464          | 0.8042   |
| 0.0092        | 1832.0 | 54960 | 1.3866          | 0.8042   |
| 0.0092        | 1833.0 | 54990 | 1.4990          | 0.7667   |
| 0.011         | 1834.0 | 55020 | 1.1754          | 0.8333   |
| 0.011         | 1835.0 | 55050 | 1.2265          | 0.8333   |
| 0.011         | 1836.0 | 55080 | 1.2726          | 0.7958   |
| 0.011         | 1837.0 | 55110 | 1.4070          | 0.7958   |
| 0.011         | 1838.0 | 55140 | 1.5753          | 0.7667   |
| 0.011         | 1839.0 | 55170 | 1.3695          | 0.7667   |
| 0.011         | 1840.0 | 55200 | 1.5525          | 0.7875   |
| 0.011         | 1841.0 | 55230 | 1.1199          | 0.7917   |
| 0.011         | 1842.0 | 55260 | 1.5401          | 0.8083   |
| 0.011         | 1843.0 | 55290 | 1.1869          | 0.8167   |
| 0.011         | 1844.0 | 55320 | 1.3938          | 0.7958   |
| 0.011         | 1845.0 | 55350 | 1.2166          | 0.8333   |
| 0.011         | 1846.0 | 55380 | 1.4912          | 0.7917   |
| 0.011         | 1847.0 | 55410 | 2.0722          | 0.7583   |
| 0.011         | 1848.0 | 55440 | 1.4814          | 0.7792   |
| 0.011         | 1849.0 | 55470 | 1.2156          | 0.7917   |
| 0.0093        | 1850.0 | 55500 | 1.4209          | 0.8292   |
| 0.0093        | 1851.0 | 55530 | 1.4285          | 0.7917   |
| 0.0093        | 1852.0 | 55560 | 1.4826          | 0.7958   |
| 0.0093        | 1853.0 | 55590 | 1.3639          | 0.7708   |
| 0.0093        | 1854.0 | 55620 | 1.5322          | 0.7875   |
| 0.0093        | 1855.0 | 55650 | 1.2177          | 0.8083   |
| 0.0093        | 1856.0 | 55680 | 1.3090          | 0.7792   |
| 0.0093        | 1857.0 | 55710 | 1.3316          | 0.7917   |
| 0.0093        | 1858.0 | 55740 | 1.3497          | 0.8      |
| 0.0093        | 1859.0 | 55770 | 1.4211          | 0.7583   |
| 0.0093        | 1860.0 | 55800 | 1.2918          | 0.8083   |
| 0.0093        | 1861.0 | 55830 | 1.3925          | 0.7917   |
| 0.0093        | 1862.0 | 55860 | 1.4005          | 0.7958   |
| 0.0093        | 1863.0 | 55890 | 1.5641          | 0.7875   |
| 0.0093        | 1864.0 | 55920 | 1.5612          | 0.7875   |
| 0.0093        | 1865.0 | 55950 | 1.3880          | 0.7833   |
| 0.0093        | 1866.0 | 55980 | 1.2307          | 0.825    |
| 0.01          | 1867.0 | 56010 | 1.3204          | 0.8292   |
| 0.01          | 1868.0 | 56040 | 1.6270          | 0.775    |
| 0.01          | 1869.0 | 56070 | 1.3512          | 0.775    |
| 0.01          | 1870.0 | 56100 | 1.2808          | 0.8      |
| 0.01          | 1871.0 | 56130 | 1.5210          | 0.7667   |
| 0.01          | 1872.0 | 56160 | 1.2638          | 0.8083   |
| 0.01          | 1873.0 | 56190 | 1.4639          | 0.7833   |
| 0.01          | 1874.0 | 56220 | 1.7515          | 0.7292   |
| 0.01          | 1875.0 | 56250 | 1.5528          | 0.7875   |
| 0.01          | 1876.0 | 56280 | 1.4582          | 0.7875   |
| 0.01          | 1877.0 | 56310 | 1.5549          | 0.7875   |
| 0.01          | 1878.0 | 56340 | 1.1945          | 0.8208   |
| 0.01          | 1879.0 | 56370 | 1.5149          | 0.8      |
| 0.01          | 1880.0 | 56400 | 1.3831          | 0.7667   |
| 0.01          | 1881.0 | 56430 | 1.5024          | 0.7792   |
| 0.01          | 1882.0 | 56460 | 1.3748          | 0.8167   |
| 0.01          | 1883.0 | 56490 | 1.4295          | 0.8      |
| 0.0075        | 1884.0 | 56520 | 1.4949          | 0.7833   |
| 0.0075        | 1885.0 | 56550 | 1.6528          | 0.7667   |
| 0.0075        | 1886.0 | 56580 | 1.3022          | 0.8042   |
| 0.0075        | 1887.0 | 56610 | 1.4377          | 0.7792   |
| 0.0075        | 1888.0 | 56640 | 1.3229          | 0.8208   |
| 0.0075        | 1889.0 | 56670 | 1.8277          | 0.8      |
| 0.0075        | 1890.0 | 56700 | 1.1062          | 0.825    |
| 0.0075        | 1891.0 | 56730 | 1.5968          | 0.7667   |
| 0.0075        | 1892.0 | 56760 | 1.2030          | 0.8208   |
| 0.0075        | 1893.0 | 56790 | 1.1057          | 0.8208   |
| 0.0075        | 1894.0 | 56820 | 1.1445          | 0.7917   |
| 0.0075        | 1895.0 | 56850 | 1.5530          | 0.8042   |
| 0.0075        | 1896.0 | 56880 | 1.2015          | 0.7958   |
| 0.0075        | 1897.0 | 56910 | 1.3523          | 0.8125   |
| 0.0075        | 1898.0 | 56940 | 1.4890          | 0.7875   |
| 0.0075        | 1899.0 | 56970 | 1.2990          | 0.8333   |
| 0.0073        | 1900.0 | 57000 | 1.3289          | 0.8208   |
| 0.0073        | 1901.0 | 57030 | 1.3369          | 0.7917   |
| 0.0073        | 1902.0 | 57060 | 1.1434          | 0.8375   |
| 0.0073        | 1903.0 | 57090 | 1.4121          | 0.7917   |
| 0.0073        | 1904.0 | 57120 | 1.3132          | 0.7708   |
| 0.0073        | 1905.0 | 57150 | 1.4352          | 0.7958   |
| 0.0073        | 1906.0 | 57180 | 1.4682          | 0.8125   |
| 0.0073        | 1907.0 | 57210 | 1.2368          | 0.7917   |
| 0.0073        | 1908.0 | 57240 | 1.2184          | 0.8458   |
| 0.0073        | 1909.0 | 57270 | 1.5381          | 0.8042   |
| 0.0073        | 1910.0 | 57300 | 1.2602          | 0.8      |
| 0.0073        | 1911.0 | 57330 | 1.4832          | 0.8042   |
| 0.0073        | 1912.0 | 57360 | 1.3544          | 0.7833   |
| 0.0073        | 1913.0 | 57390 | 1.3065          | 0.8125   |
| 0.0073        | 1914.0 | 57420 | 1.3738          | 0.7708   |
| 0.0073        | 1915.0 | 57450 | 1.4057          | 0.7875   |
| 0.0073        | 1916.0 | 57480 | 1.4792          | 0.7917   |
| 0.0096        | 1917.0 | 57510 | 1.4106          | 0.8083   |
| 0.0096        | 1918.0 | 57540 | 1.8933          | 0.7625   |
| 0.0096        | 1919.0 | 57570 | 1.2972          | 0.8083   |
| 0.0096        | 1920.0 | 57600 | 1.5340          | 0.775    |
| 0.0096        | 1921.0 | 57630 | 1.3333          | 0.8125   |
| 0.0096        | 1922.0 | 57660 | 1.6496          | 0.7542   |
| 0.0096        | 1923.0 | 57690 | 1.6254          | 0.7917   |
| 0.0096        | 1924.0 | 57720 | 1.3081          | 0.8      |
| 0.0096        | 1925.0 | 57750 | 1.4128          | 0.7958   |
| 0.0096        | 1926.0 | 57780 | 1.3969          | 0.7958   |
| 0.0096        | 1927.0 | 57810 | 1.3021          | 0.8333   |
| 0.0096        | 1928.0 | 57840 | 1.6577          | 0.8083   |
| 0.0096        | 1929.0 | 57870 | 1.3530          | 0.8458   |
| 0.0096        | 1930.0 | 57900 | 1.6314          | 0.7667   |
| 0.0096        | 1931.0 | 57930 | 1.2392          | 0.7958   |
| 0.0096        | 1932.0 | 57960 | 1.5000          | 0.7833   |
| 0.0096        | 1933.0 | 57990 | 1.5883          | 0.7958   |
| 0.0092        | 1934.0 | 58020 | 1.0950          | 0.8083   |
| 0.0092        | 1935.0 | 58050 | 1.6003          | 0.7875   |
| 0.0092        | 1936.0 | 58080 | 1.2340          | 0.8042   |
| 0.0092        | 1937.0 | 58110 | 1.5221          | 0.7958   |
| 0.0092        | 1938.0 | 58140 | 1.5097          | 0.8042   |
| 0.0092        | 1939.0 | 58170 | 1.2358          | 0.7917   |
| 0.0092        | 1940.0 | 58200 | 1.3919          | 0.8042   |
| 0.0092        | 1941.0 | 58230 | 1.2941          | 0.8125   |
| 0.0092        | 1942.0 | 58260 | 1.3583          | 0.7875   |
| 0.0092        | 1943.0 | 58290 | 1.2504          | 0.775    |
| 0.0092        | 1944.0 | 58320 | 1.2353          | 0.8042   |
| 0.0092        | 1945.0 | 58350 | 1.5725          | 0.7708   |
| 0.0092        | 1946.0 | 58380 | 1.2969          | 0.8042   |
| 0.0092        | 1947.0 | 58410 | 1.3742          | 0.7958   |
| 0.0092        | 1948.0 | 58440 | 1.4705          | 0.8167   |
| 0.0092        | 1949.0 | 58470 | 1.1498          | 0.825    |
| 0.0091        | 1950.0 | 58500 | 1.4432          | 0.7917   |
| 0.0091        | 1951.0 | 58530 | 1.3812          | 0.825    |
| 0.0091        | 1952.0 | 58560 | 1.3279          | 0.8125   |
| 0.0091        | 1953.0 | 58590 | 1.3954          | 0.8      |
| 0.0091        | 1954.0 | 58620 | 1.3180          | 0.8208   |
| 0.0091        | 1955.0 | 58650 | 1.2914          | 0.825    |
| 0.0091        | 1956.0 | 58680 | 1.4334          | 0.8292   |
| 0.0091        | 1957.0 | 58710 | 1.4698          | 0.8083   |
| 0.0091        | 1958.0 | 58740 | 1.3515          | 0.8125   |
| 0.0091        | 1959.0 | 58770 | 1.2476          | 0.8042   |
| 0.0091        | 1960.0 | 58800 | 1.5237          | 0.7792   |
| 0.0091        | 1961.0 | 58830 | 1.4550          | 0.7958   |
| 0.0091        | 1962.0 | 58860 | 1.3967          | 0.8167   |
| 0.0091        | 1963.0 | 58890 | 1.6567          | 0.7542   |
| 0.0091        | 1964.0 | 58920 | 1.5198          | 0.8042   |
| 0.0091        | 1965.0 | 58950 | 1.2391          | 0.8083   |
| 0.0091        | 1966.0 | 58980 | 1.4267          | 0.7625   |
| 0.0078        | 1967.0 | 59010 | 1.2633          | 0.7625   |
| 0.0078        | 1968.0 | 59040 | 1.6378          | 0.8      |
| 0.0078        | 1969.0 | 59070 | 1.2498          | 0.7833   |
| 0.0078        | 1970.0 | 59100 | 1.2138          | 0.7667   |
| 0.0078        | 1971.0 | 59130 | 1.3609          | 0.7667   |
| 0.0078        | 1972.0 | 59160 | 1.1123          | 0.8083   |
| 0.0078        | 1973.0 | 59190 | 1.3055          | 0.8125   |
| 0.0078        | 1974.0 | 59220 | 1.2567          | 0.8375   |
| 0.0078        | 1975.0 | 59250 | 1.2136          | 0.8      |
| 0.0078        | 1976.0 | 59280 | 1.4452          | 0.7667   |
| 0.0078        | 1977.0 | 59310 | 1.3163          | 0.8458   |
| 0.0078        | 1978.0 | 59340 | 1.4422          | 0.7708   |
| 0.0078        | 1979.0 | 59370 | 1.1028          | 0.8083   |
| 0.0078        | 1980.0 | 59400 | 1.2743          | 0.8042   |
| 0.0078        | 1981.0 | 59430 | 1.1929          | 0.8167   |
| 0.0078        | 1982.0 | 59460 | 1.2579          | 0.8083   |
| 0.0078        | 1983.0 | 59490 | 1.3026          | 0.7958   |
| 0.0083        | 1984.0 | 59520 | 1.4051          | 0.8042   |
| 0.0083        | 1985.0 | 59550 | 1.2011          | 0.8083   |
| 0.0083        | 1986.0 | 59580 | 1.3644          | 0.7583   |
| 0.0083        | 1987.0 | 59610 | 1.7503          | 0.7833   |
| 0.0083        | 1988.0 | 59640 | 1.1952          | 0.8042   |
| 0.0083        | 1989.0 | 59670 | 1.5411          | 0.7833   |
| 0.0083        | 1990.0 | 59700 | 1.2093          | 0.8167   |
| 0.0083        | 1991.0 | 59730 | 1.3150          | 0.7708   |
| 0.0083        | 1992.0 | 59760 | 1.5014          | 0.775    |
| 0.0083        | 1993.0 | 59790 | 1.3844          | 0.8042   |
| 0.0083        | 1994.0 | 59820 | 1.4835          | 0.8      |
| 0.0083        | 1995.0 | 59850 | 1.6885          | 0.7708   |
| 0.0083        | 1996.0 | 59880 | 1.6286          | 0.7625   |
| 0.0083        | 1997.0 | 59910 | 1.4851          | 0.8      |
| 0.0083        | 1998.0 | 59940 | 1.3521          | 0.7792   |
| 0.0083        | 1999.0 | 59970 | 1.1506          | 0.7917   |
| 0.0072        | 2000.0 | 60000 | 1.2296          | 0.8125   |


### Framework versions

- Transformers 4.42.2
- Pytorch 2.3.0
- Datasets 2.15.0
- Tokenizers 0.19.1

## Limitations and future work

- The model's performance needs further validation on more diverse and clinical datasets.
- The use of SMOTE for balancing classes can introduce some artifacts, so other balancing techniques could be explored.
- Future work could include experimenting with different architectures and fine-tuning strategies to improve performance.


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