---
license: cc-by-nc-4.0
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: videomae-base1-finetuned-ucf101-subset
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# videomae-base1-finetuned-ucf101-subset

This model is a fine-tuned version of [MCG-NJU/videomae-base](https://huggingface.co/MCG-NJU/videomae-base) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 4.8185
- Accuracy: 0.5

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 7
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- training_steps: 2000

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| No log        | 0.0   | 2    | 2.4745          | 0.2      |
| No log        | 1.0   | 4    | 2.4718          | 0.2      |
| No log        | 2.0   | 6    | 2.4670          | 0.2      |
| No log        | 3.0   | 8    | 2.4604          | 0.2      |
| 2.5675        | 4.0   | 10   | 2.4521          | 0.2      |
| 2.5675        | 5.0   | 12   | 2.4422          | 0.2      |
| 2.5675        | 6.0   | 14   | 2.4308          | 0.2      |
| 2.5675        | 7.0   | 16   | 2.4179          | 0.2      |
| 2.5675        | 8.0   | 18   | 2.4035          | 0.2      |
| 2.4987        | 9.0   | 20   | 2.3876          | 0.2      |
| 2.4987        | 10.0  | 22   | 2.3701          | 0.2      |
| 2.4987        | 11.0  | 24   | 2.3501          | 0.2      |
| 2.4987        | 12.0  | 26   | 2.3295          | 0.2      |
| 2.4987        | 13.0  | 28   | 2.3079          | 0.2      |
| 2.2772        | 14.0  | 30   | 2.2849          | 0.2      |
| 2.2772        | 15.0  | 32   | 2.2605          | 0.2      |
| 2.2772        | 16.0  | 34   | 2.2349          | 0.2      |
| 2.2772        | 17.0  | 36   | 2.2063          | 0.2      |
| 2.2772        | 18.0  | 38   | 2.1797          | 0.2      |
| 2.0184        | 19.0  | 40   | 2.1541          | 0.2      |
| 2.0184        | 20.0  | 42   | 2.1299          | 0.2      |
| 2.0184        | 21.0  | 44   | 2.1057          | 0.2      |
| 2.0184        | 22.0  | 46   | 2.0815          | 0.2      |
| 2.0184        | 23.0  | 48   | 2.0606          | 0.2      |
| 1.7273        | 24.0  | 50   | 2.0426          | 0.2      |
| 1.7273        | 25.0  | 52   | 2.0295          | 0.2      |
| 1.7273        | 26.0  | 54   | 2.0206          | 0.1      |
| 1.7273        | 27.0  | 56   | 2.0173          | 0.3      |
| 1.7273        | 28.0  | 58   | 2.0193          | 0.2      |
| 1.5371        | 29.0  | 60   | 2.0285          | 0.2      |
| 1.5371        | 30.0  | 62   | 2.0467          | 0.2      |
| 1.5371        | 31.0  | 64   | 2.0718          | 0.2      |
| 1.5371        | 32.0  | 66   | 2.0839          | 0.2      |
| 1.5371        | 33.0  | 68   | 2.1047          | 0.2      |
| 1.5198        | 34.0  | 70   | 2.1223          | 0.1      |
| 1.5198        | 35.0  | 72   | 2.1367          | 0.2      |
| 1.5198        | 36.0  | 74   | 2.1394          | 0.2      |
| 1.5198        | 37.0  | 76   | 2.1268          | 0.2      |
| 1.5198        | 38.0  | 78   | 2.1274          | 0.2      |
| 1.4342        | 39.0  | 80   | 2.1104          | 0.2      |
| 1.4342        | 40.0  | 82   | 2.0638          | 0.2      |
| 1.4342        | 41.0  | 84   | 2.0310          | 0.2      |
| 1.4342        | 42.0  | 86   | 2.0289          | 0.1      |
| 1.4342        | 43.0  | 88   | 2.0394          | 0.3      |
| 1.4434        | 44.0  | 90   | 2.0674          | 0.2      |
| 1.4434        | 45.0  | 92   | 2.0902          | 0.2      |
| 1.4434        | 46.0  | 94   | 2.1264          | 0.2      |
| 1.4434        | 47.0  | 96   | 2.1312          | 0.2      |
| 1.4434        | 48.0  | 98   | 2.1204          | 0.3      |
| 1.2966        | 49.0  | 100  | 2.1036          | 0.3      |
| 1.2966        | 50.0  | 102  | 2.1152          | 0.2      |
| 1.2966        | 51.0  | 104  | 2.0926          | 0.3      |
| 1.2966        | 52.0  | 106  | 2.1744          | 0.2      |
| 1.2966        | 53.0  | 108  | 2.1282          | 0.2      |
| 1.0687        | 54.0  | 110  | 2.2731          | 0.3      |
| 1.0687        | 55.0  | 112  | 2.1745          | 0.4      |
| 1.0687        | 56.0  | 114  | 2.4089          | 0.1      |
| 1.0687        | 57.0  | 116  | 2.2631          | 0.3      |
| 1.0687        | 58.0  | 118  | 2.3200          | 0.3      |
| 1.3028        | 59.0  | 120  | 2.2009          | 0.4      |
| 1.3028        | 60.0  | 122  | 2.4184          | 0.2      |
| 1.3028        | 61.0  | 124  | 2.3126          | 0.2      |
| 1.3028        | 62.0  | 126  | 2.3075          | 0.3      |
| 1.3028        | 63.0  | 128  | 2.4470          | 0.2      |
| 1.3572        | 64.0  | 130  | 2.2244          | 0.3      |
| 1.3572        | 65.0  | 132  | 2.2738          | 0.2      |
| 1.3572        | 66.0  | 134  | 2.2810          | 0.4      |
| 1.3572        | 67.0  | 136  | 2.3954          | 0.3      |
| 1.3572        | 68.0  | 138  | 2.3657          | 0.3      |
| 1.0177        | 69.0  | 140  | 2.4434          | 0.2      |
| 1.0177        | 70.0  | 142  | 2.3893          | 0.3      |
| 1.0177        | 71.0  | 144  | 2.4159          | 0.3      |
| 1.0177        | 72.0  | 146  | 2.3038          | 0.3      |
| 1.0177        | 73.0  | 148  | 2.4022          | 0.1      |
| 0.9054        | 74.0  | 150  | 2.2584          | 0.3      |
| 0.9054        | 75.0  | 152  | 2.5548          | 0.2      |
| 0.9054        | 76.0  | 154  | 2.3082          | 0.4      |
| 0.9054        | 77.0  | 156  | 2.9677          | 0.1      |
| 0.9054        | 78.0  | 158  | 2.4600          | 0.3      |
| 1.1634        | 79.0  | 160  | 2.4689          | 0.2      |
| 1.1634        | 80.0  | 162  | 2.3030          | 0.4      |
| 1.1634        | 81.0  | 164  | 2.3690          | 0.2      |
| 1.1634        | 82.0  | 166  | 2.3603          | 0.2      |
| 1.1634        | 83.0  | 168  | 2.4828          | 0.4      |
| 0.9739        | 84.0  | 170  | 2.4892          | 0.3      |
| 0.9739        | 85.0  | 172  | 2.5630          | 0.4      |
| 0.9739        | 86.0  | 174  | 2.6769          | 0.3      |
| 0.9739        | 87.0  | 176  | 2.6521          | 0.4      |
| 0.9739        | 88.0  | 178  | 2.6791          | 0.4      |
| 0.6104        | 89.0  | 180  | 2.7317          | 0.3      |
| 0.6104        | 90.0  | 182  | 2.8657          | 0.2      |
| 0.6104        | 91.0  | 184  | 2.7898          | 0.4      |
| 0.6104        | 92.0  | 186  | 2.8072          | 0.4      |
| 0.6104        | 93.0  | 188  | 2.9293          | 0.2      |
| 0.6112        | 94.0  | 190  | 2.8305          | 0.4      |
| 0.6112        | 95.0  | 192  | 2.8556          | 0.4      |
| 0.6112        | 96.0  | 194  | 3.0951          | 0.2      |
| 0.6112        | 97.0  | 196  | 3.0107          | 0.2      |
| 0.6112        | 98.0  | 198  | 2.9519          | 0.5      |
| 0.9568        | 99.0  | 200  | 2.9303          | 0.3      |
| 0.9568        | 100.0 | 202  | 2.7760          | 0.2      |
| 0.9568        | 101.0 | 204  | 2.7666          | 0.3      |
| 0.9568        | 102.0 | 206  | 2.9130          | 0.3      |
| 0.9568        | 103.0 | 208  | 2.8963          | 0.2      |
| 0.898         | 104.0 | 210  | 2.8897          | 0.2      |
| 0.898         | 105.0 | 212  | 2.8611          | 0.4      |
| 0.898         | 106.0 | 214  | 2.7775          | 0.5      |
| 0.898         | 107.0 | 216  | 2.9720          | 0.3      |
| 0.898         | 108.0 | 218  | 2.8792          | 0.3      |
| 0.424         | 109.0 | 220  | 2.9112          | 0.3      |
| 0.424         | 110.0 | 222  | 2.9898          | 0.3      |
| 0.424         | 111.0 | 224  | 2.8834          | 0.5      |
| 0.424         | 112.0 | 226  | 3.0305          | 0.4      |
| 0.424         | 113.0 | 228  | 3.0158          | 0.5      |
| 0.2498        | 114.0 | 230  | 3.2057          | 0.4      |
| 0.2498        | 115.0 | 232  | 3.1260          | 0.4      |
| 0.2498        | 116.0 | 234  | 3.1267          | 0.5      |
| 0.2498        | 117.0 | 236  | 3.2345          | 0.4      |
| 0.2498        | 118.0 | 238  | 3.3186          | 0.4      |
| 0.0794        | 119.0 | 240  | 3.3020          | 0.5      |
| 0.0794        | 120.0 | 242  | 3.5946          | 0.4      |
| 0.0794        | 121.0 | 244  | 3.3874          | 0.5      |
| 0.0794        | 122.0 | 246  | 3.3775          | 0.5      |
| 0.0794        | 123.0 | 248  | 3.4381          | 0.5      |
| 0.1477        | 124.0 | 250  | 3.7762          | 0.3      |
| 0.1477        | 125.0 | 252  | 3.5115          | 0.5      |
| 0.1477        | 126.0 | 254  | 3.4998          | 0.5      |
| 0.1477        | 127.0 | 256  | 3.5733          | 0.5      |
| 0.1477        | 128.0 | 258  | 3.7375          | 0.4      |
| 0.0146        | 129.0 | 260  | 3.6830          | 0.5      |
| 0.0146        | 130.0 | 262  | 3.7462          | 0.5      |
| 0.0146        | 131.0 | 264  | 3.7268          | 0.5      |
| 0.0146        | 132.0 | 266  | 4.1224          | 0.4      |
| 0.0146        | 133.0 | 268  | 4.1612          | 0.4      |
| 0.2519        | 134.0 | 270  | 3.8869          | 0.4      |
| 0.2519        | 135.0 | 272  | 4.1719          | 0.4      |
| 0.2519        | 136.0 | 274  | 3.6361          | 0.5      |
| 0.2519        | 137.0 | 276  | 3.6827          | 0.5      |
| 0.2519        | 138.0 | 278  | 3.7314          | 0.5      |
| 0.0315        | 139.0 | 280  | 3.8944          | 0.4      |
| 0.0315        | 140.0 | 282  | 4.5720          | 0.3      |
| 0.0315        | 141.0 | 284  | 4.1255          | 0.4      |
| 0.0315        | 142.0 | 286  | 4.2029          | 0.4      |
| 0.0315        | 143.0 | 288  | 4.1712          | 0.4      |
| 0.1304        | 144.0 | 290  | 3.7247          | 0.5      |
| 0.1304        | 145.0 | 292  | 3.9511          | 0.4      |
| 0.1304        | 146.0 | 294  | 3.8214          | 0.5      |
| 0.1304        | 147.0 | 296  | 3.7227          | 0.5      |
| 0.1304        | 148.0 | 298  | 3.7073          | 0.5      |
| 0.1357        | 149.0 | 300  | 3.7567          | 0.5      |
| 0.1357        | 150.0 | 302  | 3.7524          | 0.5      |
| 0.1357        | 151.0 | 304  | 3.9618          | 0.4      |
| 0.1357        | 152.0 | 306  | 3.9137          | 0.4      |
| 0.1357        | 153.0 | 308  | 3.8626          | 0.5      |
| 0.1228        | 154.0 | 310  | 3.9076          | 0.5      |
| 0.1228        | 155.0 | 312  | 3.8473          | 0.5      |
| 0.1228        | 156.0 | 314  | 3.8055          | 0.5      |
| 0.1228        | 157.0 | 316  | 3.8915          | 0.5      |
| 0.1228        | 158.0 | 318  | 3.9482          | 0.5      |
| 0.0983        | 159.0 | 320  | 3.9596          | 0.5      |
| 0.0983        | 160.0 | 322  | 3.9352          | 0.5      |
| 0.0983        | 161.0 | 324  | 3.8810          | 0.5      |
| 0.0983        | 162.0 | 326  | 3.8527          | 0.5      |
| 0.0983        | 163.0 | 328  | 4.0229          | 0.5      |
| 0.0034        | 164.0 | 330  | 4.8145          | 0.3      |
| 0.0034        | 165.0 | 332  | 4.4013          | 0.4      |
| 0.0034        | 166.0 | 334  | 4.3569          | 0.4      |
| 0.0034        | 167.0 | 336  | 4.2747          | 0.4      |
| 0.0034        | 168.0 | 338  | 3.8616          | 0.5      |
| 0.1181        | 169.0 | 340  | 3.9111          | 0.5      |
| 0.1181        | 170.0 | 342  | 3.9197          | 0.5      |
| 0.1181        | 171.0 | 344  | 3.9214          | 0.5      |
| 0.1181        | 172.0 | 346  | 4.0159          | 0.5      |
| 0.1181        | 173.0 | 348  | 4.0757          | 0.5      |
| 0.0049        | 174.0 | 350  | 4.1884          | 0.4      |
| 0.0049        | 175.0 | 352  | 3.9563          | 0.5      |
| 0.0049        | 176.0 | 354  | 3.8313          | 0.5      |
| 0.0049        | 177.0 | 356  | 3.1212          | 0.3      |
| 0.0049        | 178.0 | 358  | 3.9618          | 0.4      |
| 0.3871        | 179.0 | 360  | 4.3182          | 0.3      |
| 0.3871        | 180.0 | 362  | 4.7688          | 0.3      |
| 0.3871        | 181.0 | 364  | 4.6842          | 0.3      |
| 0.3871        | 182.0 | 366  | 4.4580          | 0.3      |
| 0.3871        | 183.0 | 368  | 4.1788          | 0.3      |
| 0.1369        | 184.0 | 370  | 4.1003          | 0.3      |
| 0.1369        | 185.0 | 372  | 4.1434          | 0.3      |
| 0.1369        | 186.0 | 374  | 4.0432          | 0.4      |
| 0.1369        | 187.0 | 376  | 4.0123          | 0.4      |
| 0.1369        | 188.0 | 378  | 4.2948          | 0.4      |
| 0.0078        | 189.0 | 380  | 3.8241          | 0.5      |
| 0.0078        | 190.0 | 382  | 3.9948          | 0.5      |
| 0.0078        | 191.0 | 384  | 4.0550          | 0.5      |
| 0.0078        | 192.0 | 386  | 4.0817          | 0.5      |
| 0.0078        | 193.0 | 388  | 4.1037          | 0.5      |
| 0.0031        | 194.0 | 390  | 4.1223          | 0.5      |
| 0.0031        | 195.0 | 392  | 4.2093          | 0.4      |
| 0.0031        | 196.0 | 394  | 4.2551          | 0.4      |
| 0.0031        | 197.0 | 396  | 4.4349          | 0.4      |
| 0.0031        | 198.0 | 398  | 4.4368          | 0.4      |
| 0.0027        | 199.0 | 400  | 4.4135          | 0.4      |
| 0.0027        | 200.0 | 402  | 5.0828          | 0.3      |
| 0.0027        | 201.0 | 404  | 5.4061          | 0.3      |
| 0.0027        | 202.0 | 406  | 5.3602          | 0.3      |
| 0.0027        | 203.0 | 408  | 5.5919          | 0.3      |
| 0.0029        | 204.0 | 410  | 4.8283          | 0.3      |
| 0.0029        | 205.0 | 412  | 4.5788          | 0.4      |
| 0.0029        | 206.0 | 414  | 4.7062          | 0.4      |
| 0.0029        | 207.0 | 416  | 4.9944          | 0.3      |
| 0.0029        | 208.0 | 418  | 5.0415          | 0.3      |
| 0.1388        | 209.0 | 420  | 4.8331          | 0.4      |
| 0.1388        | 210.0 | 422  | 4.9180          | 0.4      |
| 0.1388        | 211.0 | 424  | 4.5933          | 0.4      |
| 0.1388        | 212.0 | 426  | 4.9094          | 0.4      |
| 0.1388        | 213.0 | 428  | 4.9727          | 0.4      |
| 0.0064        | 214.0 | 430  | 4.8511          | 0.4      |
| 0.0064        | 215.0 | 432  | 4.5327          | 0.4      |
| 0.0064        | 216.0 | 434  | 4.6118          | 0.4      |
| 0.0064        | 217.0 | 436  | 4.4646          | 0.4      |
| 0.0064        | 218.0 | 438  | 4.0411          | 0.4      |
| 0.1051        | 219.0 | 440  | 3.9786          | 0.5      |
| 0.1051        | 220.0 | 442  | 3.9639          | 0.5      |
| 0.1051        | 221.0 | 444  | 3.9092          | 0.5      |
| 0.1051        | 222.0 | 446  | 4.0199          | 0.4      |
| 0.1051        | 223.0 | 448  | 4.8326          | 0.4      |
| 0.2007        | 224.0 | 450  | 4.8605          | 0.4      |
| 0.2007        | 225.0 | 452  | 4.7699          | 0.4      |
| 0.2007        | 226.0 | 454  | 4.6834          | 0.4      |
| 0.2007        | 227.0 | 456  | 4.6986          | 0.4      |
| 0.2007        | 228.0 | 458  | 4.7650          | 0.4      |
| 0.0041        | 229.0 | 460  | 4.8314          | 0.4      |
| 0.0041        | 230.0 | 462  | 5.1570          | 0.3      |
| 0.0041        | 231.0 | 464  | 5.2254          | 0.3      |
| 0.0041        | 232.0 | 466  | 5.3054          | 0.3      |
| 0.0041        | 233.0 | 468  | 5.2609          | 0.3      |
| 0.0289        | 234.0 | 470  | 4.6146          | 0.4      |
| 0.0289        | 235.0 | 472  | 4.4941          | 0.4      |
| 0.0289        | 236.0 | 474  | 4.4315          | 0.4      |
| 0.0289        | 237.0 | 476  | 4.1851          | 0.5      |
| 0.0289        | 238.0 | 478  | 4.1115          | 0.5      |
| 0.1014        | 239.0 | 480  | 4.0900          | 0.5      |
| 0.1014        | 240.0 | 482  | 4.1048          | 0.5      |
| 0.1014        | 241.0 | 484  | 4.3319          | 0.4      |
| 0.1014        | 242.0 | 486  | 4.5250          | 0.4      |
| 0.1014        | 243.0 | 488  | 4.6102          | 0.4      |
| 0.0019        | 244.0 | 490  | 4.7393          | 0.4      |
| 0.0019        | 245.0 | 492  | 4.7135          | 0.4      |
| 0.0019        | 246.0 | 494  | 4.5779          | 0.4      |
| 0.0019        | 247.0 | 496  | 4.6648          | 0.4      |
| 0.0019        | 248.0 | 498  | 4.9146          | 0.4      |
| 0.0015        | 249.0 | 500  | 5.0278          | 0.4      |
| 0.0015        | 250.0 | 502  | 5.0817          | 0.4      |
| 0.0015        | 251.0 | 504  | 5.1131          | 0.4      |
| 0.0015        | 252.0 | 506  | 5.1299          | 0.4      |
| 0.0015        | 253.0 | 508  | 5.1400          | 0.4      |
| 0.0015        | 254.0 | 510  | 5.1471          | 0.4      |
| 0.0015        | 255.0 | 512  | 5.1463          | 0.4      |
| 0.0015        | 256.0 | 514  | 5.1443          | 0.4      |
| 0.0015        | 257.0 | 516  | 5.1360          | 0.4      |
| 0.0015        | 258.0 | 518  | 5.1272          | 0.4      |
| 0.0014        | 259.0 | 520  | 5.1176          | 0.4      |
| 0.0014        | 260.0 | 522  | 5.1072          | 0.4      |
| 0.0014        | 261.0 | 524  | 5.0972          | 0.4      |
| 0.0014        | 262.0 | 526  | 5.0866          | 0.4      |
| 0.0014        | 263.0 | 528  | 5.0213          | 0.4      |
| 0.1366        | 264.0 | 530  | 4.7750          | 0.4      |
| 0.1366        | 265.0 | 532  | 4.4172          | 0.5      |
| 0.1366        | 266.0 | 534  | 4.3672          | 0.5      |
| 0.1366        | 267.0 | 536  | 4.3563          | 0.5      |
| 0.1366        | 268.0 | 538  | 4.3482          | 0.5      |
| 0.0024        | 269.0 | 540  | 4.3947          | 0.5      |
| 0.0024        | 270.0 | 542  | 5.0804          | 0.4      |
| 0.0024        | 271.0 | 544  | 5.1406          | 0.4      |
| 0.0024        | 272.0 | 546  | 5.0479          | 0.4      |
| 0.0024        | 273.0 | 548  | 4.8098          | 0.4      |
| 0.0029        | 274.0 | 550  | 4.4548          | 0.5      |
| 0.0029        | 275.0 | 552  | 4.4247          | 0.5      |
| 0.0029        | 276.0 | 554  | 4.5760          | 0.4      |
| 0.0029        | 277.0 | 556  | 4.7729          | 0.4      |
| 0.0029        | 278.0 | 558  | 4.8727          | 0.4      |
| 0.0015        | 279.0 | 560  | 4.9243          | 0.4      |
| 0.0015        | 280.0 | 562  | 4.9483          | 0.4      |
| 0.0015        | 281.0 | 564  | 4.9602          | 0.4      |
| 0.0015        | 282.0 | 566  | 4.9497          | 0.4      |
| 0.0015        | 283.0 | 568  | 4.9142          | 0.4      |
| 0.0013        | 284.0 | 570  | 4.8742          | 0.4      |
| 0.0013        | 285.0 | 572  | 4.8003          | 0.4      |
| 0.0013        | 286.0 | 574  | 4.7154          | 0.4      |
| 0.0013        | 287.0 | 576  | 5.1761          | 0.4      |
| 0.0013        | 288.0 | 578  | 5.2184          | 0.4      |
| 0.0763        | 289.0 | 580  | 5.1733          | 0.4      |
| 0.0763        | 290.0 | 582  | 5.1539          | 0.4      |
| 0.0763        | 291.0 | 584  | 5.1301          | 0.4      |
| 0.0763        | 292.0 | 586  | 5.0973          | 0.4      |
| 0.0763        | 293.0 | 588  | 5.0530          | 0.4      |
| 0.0013        | 294.0 | 590  | 4.9978          | 0.4      |
| 0.0013        | 295.0 | 592  | 4.9452          | 0.4      |
| 0.0013        | 296.0 | 594  | 4.8900          | 0.4      |
| 0.0013        | 297.0 | 596  | 4.8383          | 0.4      |
| 0.0013        | 298.0 | 598  | 4.7939          | 0.4      |
| 0.1308        | 299.0 | 600  | 4.6892          | 0.4      |
| 0.1308        | 300.0 | 602  | 4.5001          | 0.4      |
| 0.1308        | 301.0 | 604  | 4.8968          | 0.4      |
| 0.1308        | 302.0 | 606  | 4.8577          | 0.4      |
| 0.1308        | 303.0 | 608  | 5.1822          | 0.4      |
| 0.1026        | 304.0 | 610  | 5.2357          | 0.4      |
| 0.1026        | 305.0 | 612  | 5.5578          | 0.3      |
| 0.1026        | 306.0 | 614  | 5.7915          | 0.3      |
| 0.1026        | 307.0 | 616  | 5.8031          | 0.3      |
| 0.1026        | 308.0 | 618  | 5.2805          | 0.3      |
| 0.1147        | 309.0 | 620  | 5.0675          | 0.3      |
| 0.1147        | 310.0 | 622  | 4.9998          | 0.3      |
| 0.1147        | 311.0 | 624  | 4.8946          | 0.3      |
| 0.1147        | 312.0 | 626  | 4.3232          | 0.4      |
| 0.1147        | 313.0 | 628  | 4.8305          | 0.4      |
| 0.1791        | 314.0 | 630  | 5.4236          | 0.3      |
| 0.1791        | 315.0 | 632  | 5.0361          | 0.4      |
| 0.1791        | 316.0 | 634  | 4.9814          | 0.4      |
| 0.1791        | 317.0 | 636  | 4.8846          | 0.4      |
| 0.1791        | 318.0 | 638  | 4.8798          | 0.4      |
| 0.1832        | 319.0 | 640  | 4.8023          | 0.4      |
| 0.1832        | 320.0 | 642  | 4.6676          | 0.4      |
| 0.1832        | 321.0 | 644  | 4.5899          | 0.4      |
| 0.1832        | 322.0 | 646  | 4.5645          | 0.4      |
| 0.1832        | 323.0 | 648  | 4.7455          | 0.4      |
| 0.0041        | 324.0 | 650  | 4.9554          | 0.4      |
| 0.0041        | 325.0 | 652  | 5.0582          | 0.4      |
| 0.0041        | 326.0 | 654  | 5.1037          | 0.4      |
| 0.0041        | 327.0 | 656  | 5.1293          | 0.4      |
| 0.0041        | 328.0 | 658  | 5.0103          | 0.4      |
| 0.1165        | 329.0 | 660  | 4.8124          | 0.4      |
| 0.1165        | 330.0 | 662  | 4.8140          | 0.4      |
| 0.1165        | 331.0 | 664  | 4.8046          | 0.4      |
| 0.1165        | 332.0 | 666  | 4.7858          | 0.4      |
| 0.1165        | 333.0 | 668  | 4.7975          | 0.4      |
| 0.0019        | 334.0 | 670  | 4.8348          | 0.4      |
| 0.0019        | 335.0 | 672  | 4.8655          | 0.4      |
| 0.0019        | 336.0 | 674  | 4.8888          | 0.4      |
| 0.0019        | 337.0 | 676  | 4.9048          | 0.4      |
| 0.0019        | 338.0 | 678  | 4.9234          | 0.4      |
| 0.0013        | 339.0 | 680  | 4.9741          | 0.4      |
| 0.0013        | 340.0 | 682  | 5.0260          | 0.4      |
| 0.0013        | 341.0 | 684  | 5.0619          | 0.4      |
| 0.0013        | 342.0 | 686  | 5.0881          | 0.4      |
| 0.0013        | 343.0 | 688  | 5.1052          | 0.4      |
| 0.0012        | 344.0 | 690  | 5.1183          | 0.4      |
| 0.0012        | 345.0 | 692  | 5.1288          | 0.4      |
| 0.0012        | 346.0 | 694  | 5.1368          | 0.4      |
| 0.0012        | 347.0 | 696  | 5.1439          | 0.4      |
| 0.0012        | 348.0 | 698  | 5.1486          | 0.4      |
| 0.0011        | 349.0 | 700  | 5.1503          | 0.4      |
| 0.0011        | 350.0 | 702  | 5.1524          | 0.4      |
| 0.0011        | 351.0 | 704  | 5.1545          | 0.4      |
| 0.0011        | 352.0 | 706  | 5.1205          | 0.4      |
| 0.0011        | 353.0 | 708  | 5.1185          | 0.4      |
| 0.0017        | 354.0 | 710  | 5.1372          | 0.4      |
| 0.0017        | 355.0 | 712  | 5.1460          | 0.4      |
| 0.0017        | 356.0 | 714  | 5.1473          | 0.4      |
| 0.0017        | 357.0 | 716  | 5.1460          | 0.4      |
| 0.0017        | 358.0 | 718  | 5.1385          | 0.4      |
| 0.1062        | 359.0 | 720  | 5.1536          | 0.4      |
| 0.1062        | 360.0 | 722  | 5.1412          | 0.4      |
| 0.1062        | 361.0 | 724  | 5.2805          | 0.4      |
| 0.1062        | 362.0 | 726  | 5.8815          | 0.3      |
| 0.1062        | 363.0 | 728  | 6.0228          | 0.3      |
| 0.2153        | 364.0 | 730  | 5.8434          | 0.3      |
| 0.2153        | 365.0 | 732  | 4.6024          | 0.4      |
| 0.2153        | 366.0 | 734  | 3.6080          | 0.5      |
| 0.2153        | 367.0 | 736  | 3.7923          | 0.5      |
| 0.2153        | 368.0 | 738  | 3.9274          | 0.5      |
| 0.3015        | 369.0 | 740  | 4.3524          | 0.4      |
| 0.3015        | 370.0 | 742  | 4.5226          | 0.4      |
| 0.3015        | 371.0 | 744  | 4.6661          | 0.4      |
| 0.3015        | 372.0 | 746  | 4.7408          | 0.4      |
| 0.3015        | 373.0 | 748  | 4.7904          | 0.4      |
| 0.0015        | 374.0 | 750  | 4.8236          | 0.4      |
| 0.0015        | 375.0 | 752  | 3.8340          | 0.5      |
| 0.0015        | 376.0 | 754  | 3.9098          | 0.5      |
| 0.0015        | 377.0 | 756  | 4.2626          | 0.4      |
| 0.0015        | 378.0 | 758  | 4.6663          | 0.4      |
| 0.0045        | 379.0 | 760  | 4.8504          | 0.4      |
| 0.0045        | 380.0 | 762  | 4.9656          | 0.4      |
| 0.0045        | 381.0 | 764  | 5.0422          | 0.4      |
| 0.0045        | 382.0 | 766  | 5.0581          | 0.4      |
| 0.0045        | 383.0 | 768  | 4.6900          | 0.4      |
| 0.0016        | 384.0 | 770  | 4.3541          | 0.5      |
| 0.0016        | 385.0 | 772  | 4.4005          | 0.5      |
| 0.0016        | 386.0 | 774  | 4.4168          | 0.5      |
| 0.0016        | 387.0 | 776  | 4.4181          | 0.5      |
| 0.0016        | 388.0 | 778  | 4.4110          | 0.5      |
| 0.1053        | 389.0 | 780  | 4.3892          | 0.5      |
| 0.1053        | 390.0 | 782  | 4.3516          | 0.5      |
| 0.1053        | 391.0 | 784  | 4.2962          | 0.5      |
| 0.1053        | 392.0 | 786  | 4.2992          | 0.5      |
| 0.1053        | 393.0 | 788  | 4.3281          | 0.5      |
| 0.0166        | 394.0 | 790  | 4.3437          | 0.5      |
| 0.0166        | 395.0 | 792  | 4.3287          | 0.5      |
| 0.0166        | 396.0 | 794  | 4.3828          | 0.5      |
| 0.0166        | 397.0 | 796  | 5.0280          | 0.4      |
| 0.0166        | 398.0 | 798  | 5.1922          | 0.4      |
| 0.052         | 399.0 | 800  | 5.0757          | 0.4      |
| 0.052         | 400.0 | 802  | 4.6100          | 0.4      |
| 0.052         | 401.0 | 804  | 4.8100          | 0.4      |
| 0.052         | 402.0 | 806  | 4.9800          | 0.4      |
| 0.052         | 403.0 | 808  | 4.9872          | 0.4      |
| 0.0011        | 404.0 | 810  | 4.9315          | 0.4      |
| 0.0011        | 405.0 | 812  | 4.8924          | 0.4      |
| 0.0011        | 406.0 | 814  | 4.9202          | 0.4      |
| 0.0011        | 407.0 | 816  | 4.9297          | 0.4      |
| 0.0011        | 408.0 | 818  | 4.9184          | 0.4      |
| 0.2654        | 409.0 | 820  | 4.8334          | 0.4      |
| 0.2654        | 410.0 | 822  | 4.8137          | 0.4      |
| 0.2654        | 411.0 | 824  | 4.7368          | 0.4      |
| 0.2654        | 412.0 | 826  | 4.6133          | 0.4      |
| 0.2654        | 413.0 | 828  | 4.5280          | 0.4      |
| 0.002         | 414.0 | 830  | 4.5332          | 0.4      |
| 0.002         | 415.0 | 832  | 4.7370          | 0.4      |
| 0.002         | 416.0 | 834  | 4.8751          | 0.4      |
| 0.002         | 417.0 | 836  | 4.9836          | 0.4      |
| 0.002         | 418.0 | 838  | 5.0528          | 0.4      |
| 0.0014        | 419.0 | 840  | 5.0956          | 0.4      |
| 0.0014        | 420.0 | 842  | 5.1234          | 0.4      |
| 0.0014        | 421.0 | 844  | 5.1420          | 0.4      |
| 0.0014        | 422.0 | 846  | 5.1524          | 0.4      |
| 0.0014        | 423.0 | 848  | 5.0702          | 0.4      |
| 0.1706        | 424.0 | 850  | 4.8164          | 0.4      |
| 0.1706        | 425.0 | 852  | 4.8653          | 0.4      |
| 0.1706        | 426.0 | 854  | 5.0897          | 0.4      |
| 0.1706        | 427.0 | 856  | 4.8592          | 0.4      |
| 0.1706        | 428.0 | 858  | 4.4092          | 0.4      |
| 0.0281        | 429.0 | 860  | 4.6262          | 0.4      |
| 0.0281        | 430.0 | 862  | 5.0395          | 0.4      |
| 0.0281        | 431.0 | 864  | 5.0457          | 0.4      |
| 0.0281        | 432.0 | 866  | 5.0773          | 0.4      |
| 0.0281        | 433.0 | 868  | 5.1245          | 0.4      |
| 0.1278        | 434.0 | 870  | 5.0725          | 0.4      |
| 0.1278        | 435.0 | 872  | 5.0381          | 0.4      |
| 0.1278        | 436.0 | 874  | 5.1941          | 0.4      |
| 0.1278        | 437.0 | 876  | 5.1755          | 0.4      |
| 0.1278        | 438.0 | 878  | 5.1231          | 0.4      |
| 0.129         | 439.0 | 880  | 5.0982          | 0.4      |
| 0.129         | 440.0 | 882  | 5.1171          | 0.4      |
| 0.129         | 441.0 | 884  | 5.1442          | 0.4      |
| 0.129         | 442.0 | 886  | 5.1541          | 0.4      |
| 0.129         | 443.0 | 888  | 5.2104          | 0.4      |
| 0.0033        | 444.0 | 890  | 5.2379          | 0.4      |
| 0.0033        | 445.0 | 892  | 5.2516          | 0.4      |
| 0.0033        | 446.0 | 894  | 5.2519          | 0.4      |
| 0.0033        | 447.0 | 896  | 5.2457          | 0.4      |
| 0.0033        | 448.0 | 898  | 5.2359          | 0.4      |
| 0.0014        | 449.0 | 900  | 5.2219          | 0.4      |
| 0.0014        | 450.0 | 902  | 5.2060          | 0.4      |
| 0.0014        | 451.0 | 904  | 5.1876          | 0.4      |
| 0.0014        | 452.0 | 906  | 5.1683          | 0.4      |
| 0.0014        | 453.0 | 908  | 5.1484          | 0.4      |
| 0.0011        | 454.0 | 910  | 5.1349          | 0.4      |
| 0.0011        | 455.0 | 912  | 5.1229          | 0.4      |
| 0.0011        | 456.0 | 914  | 5.0957          | 0.4      |
| 0.0011        | 457.0 | 916  | 4.9986          | 0.4      |
| 0.0011        | 458.0 | 918  | 4.7683          | 0.4      |
| 0.077         | 459.0 | 920  | 4.4902          | 0.5      |
| 0.077         | 460.0 | 922  | 4.4387          | 0.5      |
| 0.077         | 461.0 | 924  | 4.3997          | 0.5      |
| 0.077         | 462.0 | 926  | 4.3912          | 0.5      |
| 0.077         | 463.0 | 928  | 4.3155          | 0.5      |
| 0.0015        | 464.0 | 930  | 4.6994          | 0.4      |
| 0.0015        | 465.0 | 932  | 4.9714          | 0.4      |
| 0.0015        | 466.0 | 934  | 5.0979          | 0.4      |
| 0.0015        | 467.0 | 936  | 5.1684          | 0.4      |
| 0.0015        | 468.0 | 938  | 5.2053          | 0.4      |
| 0.0011        | 469.0 | 940  | 5.2245          | 0.4      |
| 0.0011        | 470.0 | 942  | 5.2367          | 0.4      |
| 0.0011        | 471.0 | 944  | 5.2437          | 0.4      |
| 0.0011        | 472.0 | 946  | 5.2479          | 0.4      |
| 0.0011        | 473.0 | 948  | 5.2501          | 0.4      |
| 0.001         | 474.0 | 950  | 5.2505          | 0.4      |
| 0.001         | 475.0 | 952  | 5.2342          | 0.4      |
| 0.001         | 476.0 | 954  | 5.2161          | 0.4      |
| 0.001         | 477.0 | 956  | 5.1976          | 0.4      |
| 0.001         | 478.0 | 958  | 5.0951          | 0.4      |
| 0.0011        | 479.0 | 960  | 5.0584          | 0.4      |
| 0.0011        | 480.0 | 962  | 5.0471          | 0.4      |
| 0.0011        | 481.0 | 964  | 5.0088          | 0.4      |
| 0.0011        | 482.0 | 966  | 4.9812          | 0.4      |
| 0.0011        | 483.0 | 968  | 5.0062          | 0.4      |
| 0.0008        | 484.0 | 970  | 5.0478          | 0.4      |
| 0.0008        | 485.0 | 972  | 5.0824          | 0.4      |
| 0.0008        | 486.0 | 974  | 5.1080          | 0.4      |
| 0.0008        | 487.0 | 976  | 4.8915          | 0.4      |
| 0.0008        | 488.0 | 978  | 5.1210          | 0.4      |
| 0.2504        | 489.0 | 980  | 5.0341          | 0.4      |
| 0.2504        | 490.0 | 982  | 4.6711          | 0.4      |
| 0.2504        | 491.0 | 984  | 4.1806          | 0.4      |
| 0.2504        | 492.0 | 986  | 4.1325          | 0.5      |
| 0.2504        | 493.0 | 988  | 4.3522          | 0.5      |
| 0.008         | 494.0 | 990  | 4.2853          | 0.5      |
| 0.008         | 495.0 | 992  | 4.8378          | 0.4      |
| 0.008         | 496.0 | 994  | 5.0248          | 0.4      |
| 0.008         | 497.0 | 996  | 5.0830          | 0.4      |
| 0.008         | 498.0 | 998  | 5.0523          | 0.4      |
| 0.0013        | 499.0 | 1000 | 4.9893          | 0.4      |
| 0.0013        | 500.0 | 1002 | 4.8688          | 0.4      |
| 0.0013        | 501.0 | 1004 | 4.6497          | 0.4      |
| 0.0013        | 502.0 | 1006 | 4.3371          | 0.4      |
| 0.0013        | 503.0 | 1008 | 4.2680          | 0.5      |
| 0.1633        | 504.0 | 1010 | 4.2722          | 0.5      |
| 0.1633        | 505.0 | 1012 | 4.2835          | 0.5      |
| 0.1633        | 506.0 | 1014 | 4.2981          | 0.5      |
| 0.1633        | 507.0 | 1016 | 4.3125          | 0.5      |
| 0.1633        | 508.0 | 1018 | 4.3264          | 0.5      |
| 0.0009        | 509.0 | 1020 | 4.3390          | 0.5      |
| 0.0009        | 510.0 | 1022 | 4.3500          | 0.5      |
| 0.0009        | 511.0 | 1024 | 4.3601          | 0.5      |
| 0.0009        | 512.0 | 1026 | 4.3708          | 0.5      |
| 0.0009        | 513.0 | 1028 | 4.4096          | 0.5      |
| 0.1021        | 514.0 | 1030 | 4.4366          | 0.5      |
| 0.1021        | 515.0 | 1032 | 4.5702          | 0.5      |
| 0.1021        | 516.0 | 1034 | 4.7651          | 0.4      |
| 0.1021        | 517.0 | 1036 | 4.8310          | 0.4      |
| 0.1021        | 518.0 | 1038 | 4.8924          | 0.4      |
| 0.0533        | 519.0 | 1040 | 4.9500          | 0.4      |
| 0.0533        | 520.0 | 1042 | 4.9974          | 0.4      |
| 0.0533        | 521.0 | 1044 | 5.0361          | 0.4      |
| 0.0533        | 522.0 | 1046 | 5.0634          | 0.4      |
| 0.0533        | 523.0 | 1048 | 5.0065          | 0.4      |
| 0.0017        | 524.0 | 1050 | 4.9313          | 0.4      |
| 0.0017        | 525.0 | 1052 | 4.9151          | 0.4      |
| 0.0017        | 526.0 | 1054 | 4.9735          | 0.4      |
| 0.0017        | 527.0 | 1056 | 5.0148          | 0.4      |
| 0.0017        | 528.0 | 1058 | 5.0109          | 0.4      |
| 0.0013        | 529.0 | 1060 | 5.0029          | 0.4      |
| 0.0013        | 530.0 | 1062 | 4.9943          | 0.4      |
| 0.0013        | 531.0 | 1064 | 4.9861          | 0.4      |
| 0.0013        | 532.0 | 1066 | 4.9769          | 0.4      |
| 0.0013        | 533.0 | 1068 | 4.9688          | 0.4      |
| 0.0009        | 534.0 | 1070 | 4.9623          | 0.4      |
| 0.0009        | 535.0 | 1072 | 4.9554          | 0.4      |
| 0.0009        | 536.0 | 1074 | 4.9500          | 0.4      |
| 0.0009        | 537.0 | 1076 | 4.9467          | 0.4      |
| 0.0009        | 538.0 | 1078 | 4.9478          | 0.4      |
| 0.001         | 539.0 | 1080 | 4.9527          | 0.4      |
| 0.001         | 540.0 | 1082 | 4.9641          | 0.4      |
| 0.001         | 541.0 | 1084 | 5.0807          | 0.4      |
| 0.001         | 542.0 | 1086 | 5.2393          | 0.4      |
| 0.001         | 543.0 | 1088 | 5.3110          | 0.4      |
| 0.0852        | 544.0 | 1090 | 4.5525          | 0.5      |
| 0.0852        | 545.0 | 1092 | 4.3844          | 0.5      |
| 0.0852        | 546.0 | 1094 | 4.2071          | 0.5      |
| 0.0852        | 547.0 | 1096 | 3.9544          | 0.5      |
| 0.0852        | 548.0 | 1098 | 3.7127          | 0.5      |
| 0.0387        | 549.0 | 1100 | 4.2909          | 0.5      |
| 0.0387        | 550.0 | 1102 | 4.4700          | 0.5      |
| 0.0387        | 551.0 | 1104 | 4.5862          | 0.5      |
| 0.0387        | 552.0 | 1106 | 4.9002          | 0.4      |
| 0.0387        | 553.0 | 1108 | 5.0948          | 0.4      |
| 0.0009        | 554.0 | 1110 | 5.1771          | 0.4      |
| 0.0009        | 555.0 | 1112 | 5.2130          | 0.4      |
| 0.0009        | 556.0 | 1114 | 5.2369          | 0.4      |
| 0.0009        | 557.0 | 1116 | 5.2544          | 0.4      |
| 0.0009        | 558.0 | 1118 | 5.2668          | 0.4      |
| 0.0008        | 559.0 | 1120 | 5.2664          | 0.4      |
| 0.0008        | 560.0 | 1122 | 5.2645          | 0.4      |
| 0.0008        | 561.0 | 1124 | 5.2549          | 0.4      |
| 0.0008        | 562.0 | 1126 | 5.2452          | 0.4      |
| 0.0008        | 563.0 | 1128 | 5.2305          | 0.4      |
| 0.0008        | 564.0 | 1130 | 5.2161          | 0.4      |
| 0.0008        | 565.0 | 1132 | 5.1994          | 0.4      |
| 0.0008        | 566.0 | 1134 | 5.1839          | 0.4      |
| 0.0008        | 567.0 | 1136 | 5.1681          | 0.4      |
| 0.0008        | 568.0 | 1138 | 5.1521          | 0.4      |
| 0.0007        | 569.0 | 1140 | 5.1397          | 0.4      |
| 0.0007        | 570.0 | 1142 | 5.1298          | 0.4      |
| 0.0007        | 571.0 | 1144 | 5.1189          | 0.4      |
| 0.0007        | 572.0 | 1146 | 5.1092          | 0.4      |
| 0.0007        | 573.0 | 1148 | 5.0997          | 0.4      |
| 0.0007        | 574.0 | 1150 | 5.0890          | 0.4      |
| 0.0007        | 575.0 | 1152 | 5.0794          | 0.4      |
| 0.0007        | 576.0 | 1154 | 5.0689          | 0.4      |
| 0.0007        | 577.0 | 1156 | 5.0588          | 0.4      |
| 0.0007        | 578.0 | 1158 | 5.0478          | 0.4      |
| 0.0007        | 579.0 | 1160 | 5.0394          | 0.4      |
| 0.0007        | 580.0 | 1162 | 5.0324          | 0.4      |
| 0.0007        | 581.0 | 1164 | 5.0273          | 0.4      |
| 0.0007        | 582.0 | 1166 | 5.0211          | 0.4      |
| 0.0007        | 583.0 | 1168 | 5.0131          | 0.4      |
| 0.0778        | 584.0 | 1170 | 4.8797          | 0.4      |
| 0.0778        | 585.0 | 1172 | 5.0837          | 0.4      |
| 0.0778        | 586.0 | 1174 | 5.2046          | 0.4      |
| 0.0778        | 587.0 | 1176 | 5.2685          | 0.4      |
| 0.0778        | 588.0 | 1178 | 5.2791          | 0.4      |
| 0.0068        | 589.0 | 1180 | 5.2303          | 0.4      |
| 0.0068        | 590.0 | 1182 | 5.1557          | 0.4      |
| 0.0068        | 591.0 | 1184 | 5.1739          | 0.4      |
| 0.0068        | 592.0 | 1186 | 5.2345          | 0.4      |
| 0.0068        | 593.0 | 1188 | 5.2668          | 0.4      |
| 0.0008        | 594.0 | 1190 | 5.2815          | 0.4      |
| 0.0008        | 595.0 | 1192 | 5.2834          | 0.4      |
| 0.0008        | 596.0 | 1194 | 5.2797          | 0.4      |
| 0.0008        | 597.0 | 1196 | 5.2596          | 0.4      |
| 0.0008        | 598.0 | 1198 | 5.2388          | 0.4      |
| 0.1024        | 599.0 | 1200 | 5.2559          | 0.4      |
| 0.1024        | 600.0 | 1202 | 5.3320          | 0.4      |
| 0.1024        | 601.0 | 1204 | 5.3590          | 0.4      |
| 0.1024        | 602.0 | 1206 | 5.3656          | 0.4      |
| 0.1024        | 603.0 | 1208 | 5.3570          | 0.4      |
| 0.2082        | 604.0 | 1210 | 5.3464          | 0.4      |
| 0.2082        | 605.0 | 1212 | 5.3443          | 0.4      |
| 0.2082        | 606.0 | 1214 | 5.3914          | 0.4      |
| 0.2082        | 607.0 | 1216 | 5.3727          | 0.4      |
| 0.2082        | 608.0 | 1218 | 5.3145          | 0.4      |
| 0.0007        | 609.0 | 1220 | 5.2153          | 0.4      |
| 0.0007        | 610.0 | 1222 | 5.1128          | 0.4      |
| 0.0007        | 611.0 | 1224 | 5.1248          | 0.4      |
| 0.0007        | 612.0 | 1226 | 5.1972          | 0.4      |
| 0.0007        | 613.0 | 1228 | 5.2525          | 0.4      |
| 0.0007        | 614.0 | 1230 | 5.2885          | 0.4      |
| 0.0007        | 615.0 | 1232 | 5.3103          | 0.4      |
| 0.0007        | 616.0 | 1234 | 5.3349          | 0.4      |
| 0.0007        | 617.0 | 1236 | 5.3500          | 0.4      |
| 0.0007        | 618.0 | 1238 | 5.3587          | 0.4      |
| 0.001         | 619.0 | 1240 | 5.3636          | 0.4      |
| 0.001         | 620.0 | 1242 | 5.3664          | 0.4      |
| 0.001         | 621.0 | 1244 | 5.3676          | 0.4      |
| 0.001         | 622.0 | 1246 | 5.3262          | 0.4      |
| 0.001         | 623.0 | 1248 | 5.2525          | 0.4      |
| 0.0576        | 624.0 | 1250 | 5.1539          | 0.4      |
| 0.0576        | 625.0 | 1252 | 5.0470          | 0.4      |
| 0.0576        | 626.0 | 1254 | 4.9519          | 0.4      |
| 0.0576        | 627.0 | 1256 | 4.8735          | 0.4      |
| 0.0576        | 628.0 | 1258 | 4.8139          | 0.4      |
| 0.0007        | 629.0 | 1260 | 4.7741          | 0.4      |
| 0.0007        | 630.0 | 1262 | 4.7916          | 0.4      |
| 0.0007        | 631.0 | 1264 | 4.8094          | 0.4      |
| 0.0007        | 632.0 | 1266 | 4.8266          | 0.4      |
| 0.0007        | 633.0 | 1268 | 4.8415          | 0.4      |
| 0.0011        | 634.0 | 1270 | 4.8531          | 0.4      |
| 0.0011        | 635.0 | 1272 | 4.8610          | 0.4      |
| 0.0011        | 636.0 | 1274 | 4.8675          | 0.4      |
| 0.0011        | 637.0 | 1276 | 4.8722          | 0.4      |
| 0.0011        | 638.0 | 1278 | 4.8753          | 0.4      |
| 0.0006        | 639.0 | 1280 | 4.8777          | 0.4      |
| 0.0006        | 640.0 | 1282 | 4.8829          | 0.4      |
| 0.0006        | 641.0 | 1284 | 4.8895          | 0.4      |
| 0.0006        | 642.0 | 1286 | 4.9028          | 0.4      |
| 0.0006        | 643.0 | 1288 | 4.9132          | 0.4      |
| 0.0006        | 644.0 | 1290 | 4.9210          | 0.4      |
| 0.0006        | 645.0 | 1292 | 4.9237          | 0.4      |
| 0.0006        | 646.0 | 1294 | 4.9231          | 0.4      |
| 0.0006        | 647.0 | 1296 | 4.9189          | 0.4      |
| 0.0006        | 648.0 | 1298 | 4.9144          | 0.4      |
| 0.0006        | 649.0 | 1300 | 4.9101          | 0.4      |
| 0.0006        | 650.0 | 1302 | 4.9072          | 0.4      |
| 0.0006        | 651.0 | 1304 | 4.9048          | 0.4      |
| 0.0006        | 652.0 | 1306 | 4.7091          | 0.5      |
| 0.0006        | 653.0 | 1308 | 4.6906          | 0.5      |
| 0.0308        | 654.0 | 1310 | 4.6772          | 0.5      |
| 0.0308        | 655.0 | 1312 | 4.6642          | 0.5      |
| 0.0308        | 656.0 | 1314 | 4.6520          | 0.5      |
| 0.0308        | 657.0 | 1316 | 4.6413          | 0.5      |
| 0.0308        | 658.0 | 1318 | 4.6319          | 0.5      |
| 0.1084        | 659.0 | 1320 | 4.6477          | 0.5      |
| 0.1084        | 660.0 | 1322 | 4.6578          | 0.5      |
| 0.1084        | 661.0 | 1324 | 4.6648          | 0.5      |
| 0.1084        | 662.0 | 1326 | 4.6703          | 0.5      |
| 0.1084        | 663.0 | 1328 | 4.6756          | 0.5      |
| 0.0007        | 664.0 | 1330 | 4.6811          | 0.5      |
| 0.0007        | 665.0 | 1332 | 4.6858          | 0.5      |
| 0.0007        | 666.0 | 1334 | 4.6911          | 0.5      |
| 0.0007        | 667.0 | 1336 | 4.6951          | 0.5      |
| 0.0007        | 668.0 | 1338 | 4.6986          | 0.5      |
| 0.0019        | 669.0 | 1340 | 5.1271          | 0.4      |
| 0.0019        | 670.0 | 1342 | 5.4029          | 0.4      |
| 0.0019        | 671.0 | 1344 | 5.4841          | 0.4      |
| 0.0019        | 672.0 | 1346 | 5.5190          | 0.4      |
| 0.0019        | 673.0 | 1348 | 5.5353          | 0.4      |
| 0.0007        | 674.0 | 1350 | 5.5426          | 0.4      |
| 0.0007        | 675.0 | 1352 | 5.5459          | 0.4      |
| 0.0007        | 676.0 | 1354 | 5.5475          | 0.4      |
| 0.0007        | 677.0 | 1356 | 5.5436          | 0.4      |
| 0.0007        | 678.0 | 1358 | 5.5105          | 0.4      |
| 0.0008        | 679.0 | 1360 | 5.4628          | 0.4      |
| 0.0008        | 680.0 | 1362 | 5.4219          | 0.4      |
| 0.0008        | 681.0 | 1364 | 5.3854          | 0.4      |
| 0.0008        | 682.0 | 1366 | 5.3593          | 0.4      |
| 0.0008        | 683.0 | 1368 | 5.3383          | 0.4      |
| 0.039         | 684.0 | 1370 | 4.5947          | 0.5      |
| 0.039         | 685.0 | 1372 | 4.6453          | 0.5      |
| 0.039         | 686.0 | 1374 | 4.6799          | 0.5      |
| 0.039         | 687.0 | 1376 | 4.6939          | 0.5      |
| 0.039         | 688.0 | 1378 | 4.6990          | 0.5      |
| 0.0007        | 689.0 | 1380 | 4.7000          | 0.5      |
| 0.0007        | 690.0 | 1382 | 4.7001          | 0.5      |
| 0.0007        | 691.0 | 1384 | 4.7005          | 0.5      |
| 0.0007        | 692.0 | 1386 | 4.7009          | 0.5      |
| 0.0007        | 693.0 | 1388 | 4.7022          | 0.5      |
| 0.0008        | 694.0 | 1390 | 4.7054          | 0.5      |
| 0.0008        | 695.0 | 1392 | 4.7095          | 0.5      |
| 0.0008        | 696.0 | 1394 | 4.7036          | 0.5      |
| 0.0008        | 697.0 | 1396 | 4.6774          | 0.5      |
| 0.0008        | 698.0 | 1398 | 4.6329          | 0.5      |
| 0.001         | 699.0 | 1400 | 4.5717          | 0.5      |
| 0.001         | 700.0 | 1402 | 4.5230          | 0.5      |
| 0.001         | 701.0 | 1404 | 4.5362          | 0.5      |
| 0.001         | 702.0 | 1406 | 4.5775          | 0.5      |
| 0.001         | 703.0 | 1408 | 4.6115          | 0.5      |
| 0.0006        | 704.0 | 1410 | 4.6357          | 0.5      |
| 0.0006        | 705.0 | 1412 | 4.6528          | 0.5      |
| 0.0006        | 706.0 | 1414 | 4.6555          | 0.5      |
| 0.0006        | 707.0 | 1416 | 4.6337          | 0.5      |
| 0.0006        | 708.0 | 1418 | 4.6146          | 0.5      |
| 0.0648        | 709.0 | 1420 | 4.5977          | 0.5      |
| 0.0648        | 710.0 | 1422 | 4.5828          | 0.5      |
| 0.0648        | 711.0 | 1424 | 4.5500          | 0.5      |
| 0.0648        | 712.0 | 1426 | 4.5260          | 0.5      |
| 0.0648        | 713.0 | 1428 | 4.5453          | 0.5      |
| 0.0765        | 714.0 | 1430 | 4.5755          | 0.5      |
| 0.0765        | 715.0 | 1432 | 4.6007          | 0.5      |
| 0.0765        | 716.0 | 1434 | 4.6202          | 0.5      |
| 0.0765        | 717.0 | 1436 | 4.6347          | 0.5      |
| 0.0765        | 718.0 | 1438 | 4.6456          | 0.5      |
| 0.0006        | 719.0 | 1440 | 4.6536          | 0.5      |
| 0.0006        | 720.0 | 1442 | 4.6514          | 0.5      |
| 0.0006        | 721.0 | 1444 | 4.6398          | 0.5      |
| 0.0006        | 722.0 | 1446 | 4.6290          | 0.5      |
| 0.0006        | 723.0 | 1448 | 4.6202          | 0.5      |
| 0.0084        | 724.0 | 1450 | 4.6134          | 0.5      |
| 0.0084        | 725.0 | 1452 | 4.6088          | 0.5      |
| 0.0084        | 726.0 | 1454 | 4.6089          | 0.5      |
| 0.0084        | 727.0 | 1456 | 4.6110          | 0.5      |
| 0.0084        | 728.0 | 1458 | 4.6162          | 0.5      |
| 0.0007        | 729.0 | 1460 | 4.6273          | 0.5      |
| 0.0007        | 730.0 | 1462 | 4.6464          | 0.5      |
| 0.0007        | 731.0 | 1464 | 4.6613          | 0.5      |
| 0.0007        | 732.0 | 1466 | 4.6732          | 0.5      |
| 0.0007        | 733.0 | 1468 | 4.6829          | 0.5      |
| 0.0007        | 734.0 | 1470 | 4.6906          | 0.5      |
| 0.0007        | 735.0 | 1472 | 4.6967          | 0.5      |
| 0.0007        | 736.0 | 1474 | 4.7020          | 0.5      |
| 0.0007        | 737.0 | 1476 | 4.7097          | 0.5      |
| 0.0007        | 738.0 | 1478 | 4.7183          | 0.5      |
| 0.0847        | 739.0 | 1480 | 4.7250          | 0.5      |
| 0.0847        | 740.0 | 1482 | 4.7303          | 0.5      |
| 0.0847        | 741.0 | 1484 | 4.7360          | 0.5      |
| 0.0847        | 742.0 | 1486 | 4.7411          | 0.5      |
| 0.0847        | 743.0 | 1488 | 4.7463          | 0.5      |
| 0.0006        | 744.0 | 1490 | 4.7519          | 0.5      |
| 0.0006        | 745.0 | 1492 | 4.7583          | 0.5      |
| 0.0006        | 746.0 | 1494 | 4.7652          | 0.5      |
| 0.0006        | 747.0 | 1496 | 4.7728          | 0.5      |
| 0.0006        | 748.0 | 1498 | 4.7800          | 0.5      |
| 0.0007        | 749.0 | 1500 | 4.7864          | 0.5      |
| 0.0007        | 750.0 | 1502 | 4.7913          | 0.5      |
| 0.0007        | 751.0 | 1504 | 4.7937          | 0.5      |
| 0.0007        | 752.0 | 1506 | 4.7954          | 0.5      |
| 0.0007        | 753.0 | 1508 | 4.7963          | 0.5      |
| 0.0006        | 754.0 | 1510 | 4.7941          | 0.5      |
| 0.0006        | 755.0 | 1512 | 4.7942          | 0.5      |
| 0.0006        | 756.0 | 1514 | 4.8204          | 0.5      |
| 0.0006        | 757.0 | 1516 | 4.9089          | 0.4      |
| 0.0006        | 758.0 | 1518 | 5.0492          | 0.4      |
| 0.1373        | 759.0 | 1520 | 5.1685          | 0.4      |
| 0.1373        | 760.0 | 1522 | 5.2500          | 0.4      |
| 0.1373        | 761.0 | 1524 | 5.3028          | 0.4      |
| 0.1373        | 762.0 | 1526 | 5.3362          | 0.4      |
| 0.1373        | 763.0 | 1528 | 5.0852          | 0.4      |
| 0.0853        | 764.0 | 1530 | 4.7677          | 0.5      |
| 0.0853        | 765.0 | 1532 | 4.7274          | 0.5      |
| 0.0853        | 766.0 | 1534 | 4.6834          | 0.5      |
| 0.0853        | 767.0 | 1536 | 4.6332          | 0.5      |
| 0.0853        | 768.0 | 1538 | 4.5805          | 0.5      |
| 0.0006        | 769.0 | 1540 | 4.5317          | 0.5      |
| 0.0006        | 770.0 | 1542 | 4.4940          | 0.5      |
| 0.0006        | 771.0 | 1544 | 4.4725          | 0.5      |
| 0.0006        | 772.0 | 1546 | 4.4680          | 0.5      |
| 0.0006        | 773.0 | 1548 | 4.4746          | 0.5      |
| 0.0016        | 774.0 | 1550 | 4.4701          | 0.5      |
| 0.0016        | 775.0 | 1552 | 4.4589          | 0.5      |
| 0.0016        | 776.0 | 1554 | 4.4558          | 0.5      |
| 0.0016        | 777.0 | 1556 | 4.4628          | 0.5      |
| 0.0016        | 778.0 | 1558 | 4.4826          | 0.5      |
| 0.0592        | 779.0 | 1560 | 4.5001          | 0.5      |
| 0.0592        | 780.0 | 1562 | 4.5129          | 0.5      |
| 0.0592        | 781.0 | 1564 | 4.5224          | 0.5      |
| 0.0592        | 782.0 | 1566 | 4.5295          | 0.5      |
| 0.0592        | 783.0 | 1568 | 4.5352          | 0.5      |
| 0.0006        | 784.0 | 1570 | 4.5399          | 0.5      |
| 0.0006        | 785.0 | 1572 | 4.5450          | 0.5      |
| 0.0006        | 786.0 | 1574 | 4.5537          | 0.5      |
| 0.0006        | 787.0 | 1576 | 4.5691          | 0.5      |
| 0.0006        | 788.0 | 1578 | 4.5851          | 0.5      |
| 0.0007        | 789.0 | 1580 | 4.5974          | 0.5      |
| 0.0007        | 790.0 | 1582 | 4.6073          | 0.5      |
| 0.0007        | 791.0 | 1584 | 4.6805          | 0.5      |
| 0.0007        | 792.0 | 1586 | 4.7387          | 0.5      |
| 0.0007        | 793.0 | 1588 | 4.8864          | 0.4      |
| 0.0008        | 794.0 | 1590 | 5.0624          | 0.4      |
| 0.0008        | 795.0 | 1592 | 5.1811          | 0.4      |
| 0.0008        | 796.0 | 1594 | 5.0725          | 0.4      |
| 0.0008        | 797.0 | 1596 | 4.7991          | 0.5      |
| 0.0008        | 798.0 | 1598 | 4.7660          | 0.5      |
| 0.0009        | 799.0 | 1600 | 4.7595          | 0.5      |
| 0.0009        | 800.0 | 1602 | 4.7539          | 0.5      |
| 0.0009        | 801.0 | 1604 | 4.7487          | 0.5      |
| 0.0009        | 802.0 | 1606 | 4.7439          | 0.5      |
| 0.0009        | 803.0 | 1608 | 4.7398          | 0.5      |
| 0.0005        | 804.0 | 1610 | 4.7361          | 0.5      |
| 0.0005        | 805.0 | 1612 | 4.7281          | 0.5      |
| 0.0005        | 806.0 | 1614 | 4.7158          | 0.5      |
| 0.0005        | 807.0 | 1616 | 4.7043          | 0.5      |
| 0.0005        | 808.0 | 1618 | 4.6934          | 0.5      |
| 0.0157        | 809.0 | 1620 | 4.6835          | 0.5      |
| 0.0157        | 810.0 | 1622 | 4.6745          | 0.5      |
| 0.0157        | 811.0 | 1624 | 4.6668          | 0.5      |
| 0.0157        | 812.0 | 1626 | 4.6603          | 0.5      |
| 0.0157        | 813.0 | 1628 | 4.6601          | 0.5      |
| 0.0006        | 814.0 | 1630 | 4.6599          | 0.5      |
| 0.0006        | 815.0 | 1632 | 4.6600          | 0.5      |
| 0.0006        | 816.0 | 1634 | 4.6603          | 0.5      |
| 0.0006        | 817.0 | 1636 | 4.6608          | 0.5      |
| 0.0006        | 818.0 | 1638 | 4.6616          | 0.5      |
| 0.0005        | 819.0 | 1640 | 4.6626          | 0.5      |
| 0.0005        | 820.0 | 1642 | 4.6638          | 0.5      |
| 0.0005        | 821.0 | 1644 | 4.6651          | 0.5      |
| 0.0005        | 822.0 | 1646 | 4.6662          | 0.5      |
| 0.0005        | 823.0 | 1648 | 4.6673          | 0.5      |
| 0.0005        | 824.0 | 1650 | 4.6687          | 0.5      |
| 0.0005        | 825.0 | 1652 | 4.6702          | 0.5      |
| 0.0005        | 826.0 | 1654 | 4.6716          | 0.5      |
| 0.0005        | 827.0 | 1656 | 4.6730          | 0.5      |
| 0.0005        | 828.0 | 1658 | 4.6744          | 0.5      |
| 0.0006        | 829.0 | 1660 | 4.6757          | 0.5      |
| 0.0006        | 830.0 | 1662 | 4.6773          | 0.5      |
| 0.0006        | 831.0 | 1664 | 4.6788          | 0.5      |
| 0.0006        | 832.0 | 1666 | 4.6803          | 0.5      |
| 0.0006        | 833.0 | 1668 | 4.6816          | 0.5      |
| 0.0005        | 834.0 | 1670 | 4.6830          | 0.5      |
| 0.0005        | 835.0 | 1672 | 4.6844          | 0.5      |
| 0.0005        | 836.0 | 1674 | 4.6858          | 0.5      |
| 0.0005        | 837.0 | 1676 | 4.6871          | 0.5      |
| 0.0005        | 838.0 | 1678 | 4.6886          | 0.5      |
| 0.0005        | 839.0 | 1680 | 4.6904          | 0.5      |
| 0.0005        | 840.0 | 1682 | 4.6923          | 0.5      |
| 0.0005        | 841.0 | 1684 | 4.6938          | 0.5      |
| 0.0005        | 842.0 | 1686 | 4.7165          | 0.5      |
| 0.0005        | 843.0 | 1688 | 4.7324          | 0.5      |
| 0.0006        | 844.0 | 1690 | 4.7440          | 0.5      |
| 0.0006        | 845.0 | 1692 | 4.7499          | 0.5      |
| 0.0006        | 846.0 | 1694 | 4.7544          | 0.5      |
| 0.0006        | 847.0 | 1696 | 4.7579          | 0.5      |
| 0.0006        | 848.0 | 1698 | 4.7606          | 0.5      |
| 0.0039        | 849.0 | 1700 | 4.7613          | 0.5      |
| 0.0039        | 850.0 | 1702 | 4.7603          | 0.5      |
| 0.0039        | 851.0 | 1704 | 4.7593          | 0.5      |
| 0.0039        | 852.0 | 1706 | 4.7584          | 0.5      |
| 0.0039        | 853.0 | 1708 | 4.7577          | 0.5      |
| 0.0006        | 854.0 | 1710 | 4.7571          | 0.5      |
| 0.0006        | 855.0 | 1712 | 4.7567          | 0.5      |
| 0.0006        | 856.0 | 1714 | 4.7564          | 0.5      |
| 0.0006        | 857.0 | 1716 | 4.7563          | 0.5      |
| 0.0006        | 858.0 | 1718 | 4.7564          | 0.5      |
| 0.0005        | 859.0 | 1720 | 4.7567          | 0.5      |
| 0.0005        | 860.0 | 1722 | 4.7570          | 0.5      |
| 0.0005        | 861.0 | 1724 | 4.7572          | 0.5      |
| 0.0005        | 862.0 | 1726 | 4.7575          | 0.5      |
| 0.0005        | 863.0 | 1728 | 4.7578          | 0.5      |
| 0.0005        | 864.0 | 1730 | 4.7580          | 0.5      |
| 0.0005        | 865.0 | 1732 | 4.7583          | 0.5      |
| 0.0005        | 866.0 | 1734 | 4.7586          | 0.5      |
| 0.0005        | 867.0 | 1736 | 4.7589          | 0.5      |
| 0.0005        | 868.0 | 1738 | 4.7592          | 0.5      |
| 0.0005        | 869.0 | 1740 | 4.7596          | 0.5      |
| 0.0005        | 870.0 | 1742 | 4.7633          | 0.5      |
| 0.0005        | 871.0 | 1744 | 4.7688          | 0.5      |
| 0.0005        | 872.0 | 1746 | 4.7730          | 0.5      |
| 0.0005        | 873.0 | 1748 | 4.7762          | 0.5      |
| 0.0227        | 874.0 | 1750 | 4.7788          | 0.5      |
| 0.0227        | 875.0 | 1752 | 4.7809          | 0.5      |
| 0.0227        | 876.0 | 1754 | 4.7827          | 0.5      |
| 0.0227        | 877.0 | 1756 | 4.7841          | 0.5      |
| 0.0227        | 878.0 | 1758 | 4.7853          | 0.5      |
| 0.0005        | 879.0 | 1760 | 4.7871          | 0.5      |
| 0.0005        | 880.0 | 1762 | 4.7886          | 0.5      |
| 0.0005        | 881.0 | 1764 | 4.7931          | 0.5      |
| 0.0005        | 882.0 | 1766 | 4.7994          | 0.5      |
| 0.0005        | 883.0 | 1768 | 4.8042          | 0.5      |
| 0.0843        | 884.0 | 1770 | 4.8078          | 0.5      |
| 0.0843        | 885.0 | 1772 | 4.8106          | 0.5      |
| 0.0843        | 886.0 | 1774 | 4.8128          | 0.5      |
| 0.0843        | 887.0 | 1776 | 4.8146          | 0.5      |
| 0.0843        | 888.0 | 1778 | 4.8160          | 0.5      |
| 0.0005        | 889.0 | 1780 | 4.8171          | 0.5      |
| 0.0005        | 890.0 | 1782 | 4.8180          | 0.5      |
| 0.0005        | 891.0 | 1784 | 4.8188          | 0.5      |
| 0.0005        | 892.0 | 1786 | 4.8195          | 0.5      |
| 0.0005        | 893.0 | 1788 | 4.8201          | 0.5      |
| 0.0005        | 894.0 | 1790 | 4.8206          | 0.5      |
| 0.0005        | 895.0 | 1792 | 4.8210          | 0.5      |
| 0.0005        | 896.0 | 1794 | 4.8214          | 0.5      |
| 0.0005        | 897.0 | 1796 | 4.8218          | 0.5      |
| 0.0005        | 898.0 | 1798 | 4.8222          | 0.5      |
| 0.0005        | 899.0 | 1800 | 4.8225          | 0.5      |
| 0.0005        | 900.0 | 1802 | 4.8227          | 0.5      |
| 0.0005        | 901.0 | 1804 | 4.8230          | 0.5      |
| 0.0005        | 902.0 | 1806 | 4.8232          | 0.5      |
| 0.0005        | 903.0 | 1808 | 4.8233          | 0.5      |
| 0.0005        | 904.0 | 1810 | 4.8235          | 0.5      |
| 0.0005        | 905.0 | 1812 | 4.8237          | 0.5      |
| 0.0005        | 906.0 | 1814 | 4.8239          | 0.5      |
| 0.0005        | 907.0 | 1816 | 4.8241          | 0.5      |
| 0.0005        | 908.0 | 1818 | 4.8242          | 0.5      |
| 0.0005        | 909.0 | 1820 | 4.8243          | 0.5      |
| 0.0005        | 910.0 | 1822 | 4.8245          | 0.5      |
| 0.0005        | 911.0 | 1824 | 4.8246          | 0.5      |
| 0.0005        | 912.0 | 1826 | 4.8247          | 0.5      |
| 0.0005        | 913.0 | 1828 | 4.8248          | 0.5      |
| 0.0005        | 914.0 | 1830 | 4.8250          | 0.5      |
| 0.0005        | 915.0 | 1832 | 4.8251          | 0.5      |
| 0.0005        | 916.0 | 1834 | 4.8252          | 0.5      |
| 0.0005        | 917.0 | 1836 | 4.8253          | 0.5      |
| 0.0005        | 918.0 | 1838 | 4.8254          | 0.5      |
| 0.0005        | 919.0 | 1840 | 4.8256          | 0.5      |
| 0.0005        | 920.0 | 1842 | 4.8248          | 0.5      |
| 0.0005        | 921.0 | 1844 | 4.8235          | 0.5      |
| 0.0005        | 922.0 | 1846 | 4.8224          | 0.5      |
| 0.0005        | 923.0 | 1848 | 4.8214          | 0.5      |
| 0.0071        | 924.0 | 1850 | 4.8207          | 0.5      |
| 0.0071        | 925.0 | 1852 | 4.8202          | 0.5      |
| 0.0071        | 926.0 | 1854 | 4.8198          | 0.5      |
| 0.0071        | 927.0 | 1856 | 4.8194          | 0.5      |
| 0.0071        | 928.0 | 1858 | 4.8192          | 0.5      |
| 0.0005        | 929.0 | 1860 | 4.8190          | 0.5      |
| 0.0005        | 930.0 | 1862 | 4.8189          | 0.5      |
| 0.0005        | 931.0 | 1864 | 4.8188          | 0.5      |
| 0.0005        | 932.0 | 1866 | 4.8188          | 0.5      |
| 0.0005        | 933.0 | 1868 | 4.8188          | 0.5      |
| 0.0006        | 934.0 | 1870 | 4.8188          | 0.5      |
| 0.0006        | 935.0 | 1872 | 4.8189          | 0.5      |
| 0.0006        | 936.0 | 1874 | 4.8189          | 0.5      |
| 0.0006        | 937.0 | 1876 | 4.8190          | 0.5      |
| 0.0006        | 938.0 | 1878 | 4.8190          | 0.5      |
| 0.0005        | 939.0 | 1880 | 4.8191          | 0.5      |
| 0.0005        | 940.0 | 1882 | 4.8191          | 0.5      |
| 0.0005        | 941.0 | 1884 | 4.8192          | 0.5      |
| 0.0005        | 942.0 | 1886 | 4.8192          | 0.5      |
| 0.0005        | 943.0 | 1888 | 4.8193          | 0.5      |
| 0.0005        | 944.0 | 1890 | 4.8194          | 0.5      |
| 0.0005        | 945.0 | 1892 | 4.8195          | 0.5      |
| 0.0005        | 946.0 | 1894 | 4.8196          | 0.5      |
| 0.0005        | 947.0 | 1896 | 4.8197          | 0.5      |
| 0.0005        | 948.0 | 1898 | 4.8198          | 0.5      |
| 0.0005        | 949.0 | 1900 | 4.8199          | 0.5      |
| 0.0005        | 950.0 | 1902 | 4.8199          | 0.5      |
| 0.0005        | 951.0 | 1904 | 4.8200          | 0.5      |
| 0.0005        | 952.0 | 1906 | 4.8202          | 0.5      |
| 0.0005        | 953.0 | 1908 | 4.8203          | 0.5      |
| 0.0005        | 954.0 | 1910 | 4.8204          | 0.5      |
| 0.0005        | 955.0 | 1912 | 4.8195          | 0.5      |
| 0.0005        | 956.0 | 1914 | 4.8180          | 0.5      |
| 0.0005        | 957.0 | 1916 | 4.8167          | 0.5      |
| 0.0005        | 958.0 | 1918 | 4.8157          | 0.5      |
| 0.003         | 959.0 | 1920 | 4.8148          | 0.5      |
| 0.003         | 960.0 | 1922 | 4.8142          | 0.5      |
| 0.003         | 961.0 | 1924 | 4.8137          | 0.5      |
| 0.003         | 962.0 | 1926 | 4.8133          | 0.5      |
| 0.003         | 963.0 | 1928 | 4.8130          | 0.5      |
| 0.0005        | 964.0 | 1930 | 4.8128          | 0.5      |
| 0.0005        | 965.0 | 1932 | 4.8127          | 0.5      |
| 0.0005        | 966.0 | 1934 | 4.8128          | 0.5      |
| 0.0005        | 967.0 | 1936 | 4.8132          | 0.5      |
| 0.0005        | 968.0 | 1938 | 4.8135          | 0.5      |
| 0.0007        | 969.0 | 1940 | 4.8137          | 0.5      |
| 0.0007        | 970.0 | 1942 | 4.8139          | 0.5      |
| 0.0007        | 971.0 | 1944 | 4.8141          | 0.5      |
| 0.0007        | 972.0 | 1946 | 4.8142          | 0.5      |
| 0.0007        | 973.0 | 1948 | 4.8143          | 0.5      |
| 0.0005        | 974.0 | 1950 | 4.8144          | 0.5      |
| 0.0005        | 975.0 | 1952 | 4.8145          | 0.5      |
| 0.0005        | 976.0 | 1954 | 4.8146          | 0.5      |
| 0.0005        | 977.0 | 1956 | 4.8147          | 0.5      |
| 0.0005        | 978.0 | 1958 | 4.8147          | 0.5      |
| 0.0005        | 979.0 | 1960 | 4.8148          | 0.5      |
| 0.0005        | 980.0 | 1962 | 4.8148          | 0.5      |
| 0.0005        | 981.0 | 1964 | 4.8149          | 0.5      |
| 0.0005        | 982.0 | 1966 | 4.8152          | 0.5      |
| 0.0005        | 983.0 | 1968 | 4.8158          | 0.5      |
| 0.0017        | 984.0 | 1970 | 4.8162          | 0.5      |
| 0.0017        | 985.0 | 1972 | 4.8165          | 0.5      |
| 0.0017        | 986.0 | 1974 | 4.8167          | 0.5      |
| 0.0017        | 987.0 | 1976 | 4.8169          | 0.5      |
| 0.0017        | 988.0 | 1978 | 4.8171          | 0.5      |
| 0.0005        | 989.0 | 1980 | 4.8172          | 0.5      |
| 0.0005        | 990.0 | 1982 | 4.8173          | 0.5      |
| 0.0005        | 991.0 | 1984 | 4.8173          | 0.5      |
| 0.0005        | 992.0 | 1986 | 4.8177          | 0.5      |
| 0.0005        | 993.0 | 1988 | 4.8180          | 0.5      |
| 0.001         | 994.0 | 1990 | 4.8182          | 0.5      |
| 0.001         | 995.0 | 1992 | 4.8183          | 0.5      |
| 0.001         | 996.0 | 1994 | 4.8184          | 0.5      |
| 0.001         | 997.0 | 1996 | 4.8185          | 0.5      |
| 0.001         | 998.0 | 1998 | 4.8185          | 0.5      |
| 0.0005        | 999.0 | 2000 | 4.8185          | 0.5      |


### Framework versions

- Transformers 4.28.0
- Pytorch 1.8.1+cu102
- Datasets 2.19.1
- Tokenizers 0.13.3