---
tags:
- generated_from_trainer
model-index:
- name: GQA_BERT_legal_SQuAD_complete_augmented_1000
  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. -->

# GQA_BERT_legal_SQuAD_complete_augmented_1000

This model was trained from scratch on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.1590

## 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: 2e-05
- train_batch_size: 160
- eval_batch_size: 40
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1000

### Training results

| Training Loss | Epoch  | Step | Validation Loss |
|:-------------:|:------:|:----:|:---------------:|
| No log        | 1.0    | 3    | 5.1193          |
| No log        | 2.0    | 6    | 4.5799          |
| No log        | 3.0    | 9    | 3.9567          |
| No log        | 4.0    | 12   | 3.6237          |
| No log        | 5.0    | 15   | 3.1782          |
| No log        | 6.0    | 18   | 2.8046          |
| No log        | 7.0    | 21   | 2.5128          |
| No log        | 8.0    | 24   | 2.2374          |
| No log        | 9.0    | 27   | 2.0316          |
| No log        | 10.0   | 30   | 1.8078          |
| No log        | 11.0   | 33   | 1.6466          |
| No log        | 12.0   | 36   | 1.4863          |
| No log        | 13.0   | 39   | 1.3314          |
| No log        | 14.0   | 42   | 1.2554          |
| No log        | 15.0   | 45   | 1.1996          |
| No log        | 16.0   | 48   | 1.1472          |
| No log        | 17.0   | 51   | 1.1241          |
| No log        | 18.0   | 54   | 1.1021          |
| No log        | 19.0   | 57   | 1.0756          |
| No log        | 20.0   | 60   | 1.0455          |
| No log        | 21.0   | 63   | 1.0384          |
| No log        | 22.0   | 66   | 1.0371          |
| No log        | 23.0   | 69   | 1.0400          |
| No log        | 24.0   | 72   | 1.0343          |
| No log        | 25.0   | 75   | 1.0282          |
| No log        | 26.0   | 78   | 1.0215          |
| No log        | 27.0   | 81   | 1.0235          |
| No log        | 28.0   | 84   | 1.0281          |
| No log        | 29.0   | 87   | 1.0335          |
| No log        | 30.0   | 90   | 1.0226          |
| No log        | 31.0   | 93   | 1.0375          |
| No log        | 32.0   | 96   | 1.0567          |
| No log        | 33.0   | 99   | 1.0612          |
| No log        | 34.0   | 102  | 1.0516          |
| No log        | 35.0   | 105  | 1.0574          |
| No log        | 36.0   | 108  | 1.0527          |
| No log        | 37.0   | 111  | 1.0364          |
| No log        | 38.0   | 114  | 1.0571          |
| No log        | 39.0   | 117  | 1.0338          |
| No log        | 40.0   | 120  | 1.0056          |
| No log        | 41.0   | 123  | 1.0375          |
| No log        | 42.0   | 126  | 1.0606          |
| No log        | 43.0   | 129  | 1.0335          |
| No log        | 44.0   | 132  | 1.0536          |
| No log        | 45.0   | 135  | 1.0963          |
| No log        | 46.0   | 138  | 1.0876          |
| No log        | 47.0   | 141  | 1.0824          |
| No log        | 48.0   | 144  | 1.0867          |
| No log        | 49.0   | 147  | 1.0898          |
| No log        | 50.0   | 150  | 1.0947          |
| No log        | 51.0   | 153  | 1.0833          |
| No log        | 52.0   | 156  | 1.0795          |
| No log        | 53.0   | 159  | 1.0890          |
| No log        | 54.0   | 162  | 1.1027          |
| No log        | 55.0   | 165  | 1.0710          |
| No log        | 56.0   | 168  | 1.1119          |
| No log        | 57.0   | 171  | 1.1167          |
| No log        | 58.0   | 174  | 1.1019          |
| No log        | 59.0   | 177  | 1.1102          |
| No log        | 60.0   | 180  | 1.1040          |
| No log        | 61.0   | 183  | 1.0985          |
| No log        | 62.0   | 186  | 1.1447          |
| No log        | 63.0   | 189  | 1.1205          |
| No log        | 64.0   | 192  | 1.1286          |
| No log        | 65.0   | 195  | 1.1538          |
| No log        | 66.0   | 198  | 1.1575          |
| No log        | 67.0   | 201  | 1.1532          |
| No log        | 68.0   | 204  | 1.1379          |
| No log        | 69.0   | 207  | 1.1971          |
| No log        | 70.0   | 210  | 1.1726          |
| No log        | 71.0   | 213  | 1.1800          |
| No log        | 72.0   | 216  | 1.1861          |
| No log        | 73.0   | 219  | 1.1463          |
| No log        | 74.0   | 222  | 1.1704          |
| No log        | 75.0   | 225  | 1.1275          |
| No log        | 76.0   | 228  | 1.0847          |
| No log        | 77.0   | 231  | 1.1109          |
| No log        | 78.0   | 234  | 1.1514          |
| No log        | 79.0   | 237  | 1.1237          |
| No log        | 80.0   | 240  | 1.1396          |
| No log        | 81.0   | 243  | 1.1494          |
| No log        | 82.0   | 246  | 1.0609          |
| No log        | 83.0   | 249  | 1.1209          |
| No log        | 84.0   | 252  | 1.1821          |
| No log        | 85.0   | 255  | 1.0816          |
| No log        | 86.0   | 258  | 1.1173          |
| No log        | 87.0   | 261  | 1.1777          |
| No log        | 88.0   | 264  | 1.1400          |
| No log        | 89.0   | 267  | 1.2374          |
| No log        | 90.0   | 270  | 1.2227          |
| No log        | 91.0   | 273  | 1.1647          |
| No log        | 92.0   | 276  | 1.3076          |
| No log        | 93.0   | 279  | 1.2866          |
| No log        | 94.0   | 282  | 1.1507          |
| No log        | 95.0   | 285  | 1.1742          |
| No log        | 96.0   | 288  | 1.2750          |
| No log        | 97.0   | 291  | 1.1480          |
| No log        | 98.0   | 294  | 1.0779          |
| No log        | 99.0   | 297  | 1.1850          |
| No log        | 100.0  | 300  | 1.1745          |
| No log        | 101.0  | 303  | 1.0987          |
| No log        | 102.0  | 306  | 1.1721          |
| No log        | 103.0  | 309  | 1.1679          |
| No log        | 104.0  | 312  | 1.1257          |
| No log        | 105.0  | 315  | 1.1888          |
| No log        | 106.0  | 318  | 1.2515          |
| No log        | 107.0  | 321  | 1.1134          |
| No log        | 108.0  | 324  | 1.0962          |
| No log        | 109.0  | 327  | 1.1823          |
| No log        | 110.0  | 330  | 1.2550          |
| No log        | 111.0  | 333  | 1.1812          |
| No log        | 112.0  | 336  | 1.1463          |
| No log        | 113.0  | 339  | 1.2233          |
| No log        | 114.0  | 342  | 1.2499          |
| No log        | 115.0  | 345  | 1.1986          |
| No log        | 116.0  | 348  | 1.2197          |
| No log        | 117.0  | 351  | 1.1806          |
| No log        | 118.0  | 354  | 1.2562          |
| No log        | 119.0  | 357  | 1.1836          |
| No log        | 120.0  | 360  | 1.1398          |
| No log        | 121.0  | 363  | 1.1737          |
| No log        | 122.0  | 366  | 1.1796          |
| No log        | 123.0  | 369  | 1.1494          |
| No log        | 124.0  | 372  | 1.1725          |
| No log        | 125.0  | 375  | 1.1785          |
| No log        | 126.0  | 378  | 1.1925          |
| No log        | 127.0  | 381  | 1.2297          |
| No log        | 128.0  | 384  | 1.1730          |
| No log        | 129.0  | 387  | 1.2427          |
| No log        | 130.0  | 390  | 1.3419          |
| No log        | 131.0  | 393  | 1.2353          |
| No log        | 132.0  | 396  | 1.1667          |
| No log        | 133.0  | 399  | 1.2442          |
| No log        | 134.0  | 402  | 1.3210          |
| No log        | 135.0  | 405  | 1.3273          |
| No log        | 136.0  | 408  | 1.2971          |
| No log        | 137.0  | 411  | 1.3059          |
| No log        | 138.0  | 414  | 1.2881          |
| No log        | 139.0  | 417  | 1.2596          |
| No log        | 140.0  | 420  | 1.2907          |
| No log        | 141.0  | 423  | 1.4198          |
| No log        | 142.0  | 426  | 1.2816          |
| No log        | 143.0  | 429  | 1.2489          |
| No log        | 144.0  | 432  | 1.2540          |
| No log        | 145.0  | 435  | 1.2669          |
| No log        | 146.0  | 438  | 1.1884          |
| No log        | 147.0  | 441  | 1.1789          |
| No log        | 148.0  | 444  | 1.1828          |
| No log        | 149.0  | 447  | 1.2189          |
| No log        | 150.0  | 450  | 1.2064          |
| No log        | 151.0  | 453  | 1.1665          |
| No log        | 152.0  | 456  | 1.1841          |
| No log        | 153.0  | 459  | 1.2595          |
| No log        | 154.0  | 462  | 1.2757          |
| No log        | 155.0  | 465  | 1.2431          |
| No log        | 156.0  | 468  | 1.2333          |
| No log        | 157.0  | 471  | 1.2409          |
| No log        | 158.0  | 474  | 1.2384          |
| No log        | 159.0  | 477  | 1.1822          |
| No log        | 160.0  | 480  | 1.1944          |
| No log        | 161.0  | 483  | 1.1245          |
| No log        | 162.0  | 486  | 1.1272          |
| No log        | 163.0  | 489  | 1.1473          |
| No log        | 164.0  | 492  | 1.1434          |
| No log        | 165.0  | 495  | 1.2481          |
| No log        | 166.0  | 498  | 1.2696          |
| 1.011         | 167.0  | 501  | 1.1787          |
| 1.011         | 168.0  | 504  | 1.1010          |
| 1.011         | 169.0  | 507  | 1.2381          |
| 1.011         | 170.0  | 510  | 1.3548          |
| 1.011         | 171.0  | 513  | 1.2571          |
| 1.011         | 172.0  | 516  | 1.1513          |
| 1.011         | 173.0  | 519  | 1.2023          |
| 1.011         | 174.0  | 522  | 1.3151          |
| 1.011         | 175.0  | 525  | 1.2439          |
| 1.011         | 176.0  | 528  | 1.1787          |
| 1.011         | 177.0  | 531  | 1.2082          |
| 1.011         | 178.0  | 534  | 1.1628          |
| 1.011         | 179.0  | 537  | 1.1537          |
| 1.011         | 180.0  | 540  | 1.1693          |
| 1.011         | 181.0  | 543  | 1.2020          |
| 1.011         | 182.0  | 546  | 1.2659          |
| 1.011         | 183.0  | 549  | 1.2523          |
| 1.011         | 184.0  | 552  | 1.2889          |
| 1.011         | 185.0  | 555  | 1.2769          |
| 1.011         | 186.0  | 558  | 1.1812          |
| 1.011         | 187.0  | 561  | 1.2795          |
| 1.011         | 188.0  | 564  | 1.3695          |
| 1.011         | 189.0  | 567  | 1.2992          |
| 1.011         | 190.0  | 570  | 1.1889          |
| 1.011         | 191.0  | 573  | 1.2498          |
| 1.011         | 192.0  | 576  | 1.3926          |
| 1.011         | 193.0  | 579  | 1.3189          |
| 1.011         | 194.0  | 582  | 1.2336          |
| 1.011         | 195.0  | 585  | 1.2429          |
| 1.011         | 196.0  | 588  | 1.3424          |
| 1.011         | 197.0  | 591  | 1.2656          |
| 1.011         | 198.0  | 594  | 1.1868          |
| 1.011         | 199.0  | 597  | 1.2422          |
| 1.011         | 200.0  | 600  | 1.3169          |
| 1.011         | 201.0  | 603  | 1.2882          |
| 1.011         | 202.0  | 606  | 1.2062          |
| 1.011         | 203.0  | 609  | 1.2312          |
| 1.011         | 204.0  | 612  | 1.2377          |
| 1.011         | 205.0  | 615  | 1.1899          |
| 1.011         | 206.0  | 618  | 1.2552          |
| 1.011         | 207.0  | 621  | 1.2026          |
| 1.011         | 208.0  | 624  | 1.1862          |
| 1.011         | 209.0  | 627  | 1.1977          |
| 1.011         | 210.0  | 630  | 1.1801          |
| 1.011         | 211.0  | 633  | 1.1900          |
| 1.011         | 212.0  | 636  | 1.3119          |
| 1.011         | 213.0  | 639  | 1.3340          |
| 1.011         | 214.0  | 642  | 1.2406          |
| 1.011         | 215.0  | 645  | 1.2233          |
| 1.011         | 216.0  | 648  | 1.2326          |
| 1.011         | 217.0  | 651  | 1.2835          |
| 1.011         | 218.0  | 654  | 1.2755          |
| 1.011         | 219.0  | 657  | 1.2479          |
| 1.011         | 220.0  | 660  | 1.2538          |
| 1.011         | 221.0  | 663  | 1.3152          |
| 1.011         | 222.0  | 666  | 1.2363          |
| 1.011         | 223.0  | 669  | 1.1776          |
| 1.011         | 224.0  | 672  | 1.2833          |
| 1.011         | 225.0  | 675  | 1.3166          |
| 1.011         | 226.0  | 678  | 1.1878          |
| 1.011         | 227.0  | 681  | 1.1190          |
| 1.011         | 228.0  | 684  | 1.2481          |
| 1.011         | 229.0  | 687  | 1.3140          |
| 1.011         | 230.0  | 690  | 1.1750          |
| 1.011         | 231.0  | 693  | 1.1255          |
| 1.011         | 232.0  | 696  | 1.1758          |
| 1.011         | 233.0  | 699  | 1.2614          |
| 1.011         | 234.0  | 702  | 1.2244          |
| 1.011         | 235.0  | 705  | 1.2471          |
| 1.011         | 236.0  | 708  | 1.2735          |
| 1.011         | 237.0  | 711  | 1.2557          |
| 1.011         | 238.0  | 714  | 1.1484          |
| 1.011         | 239.0  | 717  | 1.1619          |
| 1.011         | 240.0  | 720  | 1.2471          |
| 1.011         | 241.0  | 723  | 1.2403          |
| 1.011         | 242.0  | 726  | 1.2039          |
| 1.011         | 243.0  | 729  | 1.2126          |
| 1.011         | 244.0  | 732  | 1.2413          |
| 1.011         | 245.0  | 735  | 1.2021          |
| 1.011         | 246.0  | 738  | 1.1651          |
| 1.011         | 247.0  | 741  | 1.1945          |
| 1.011         | 248.0  | 744  | 1.1920          |
| 1.011         | 249.0  | 747  | 1.1741          |
| 1.011         | 250.0  | 750  | 1.1544          |
| 1.011         | 251.0  | 753  | 1.1757          |
| 1.011         | 252.0  | 756  | 1.2283          |
| 1.011         | 253.0  | 759  | 1.1520          |
| 1.011         | 254.0  | 762  | 1.1001          |
| 1.011         | 255.0  | 765  | 1.1319          |
| 1.011         | 256.0  | 768  | 1.2306          |
| 1.011         | 257.0  | 771  | 1.2233          |
| 1.011         | 258.0  | 774  | 1.1541          |
| 1.011         | 259.0  | 777  | 1.2105          |
| 1.011         | 260.0  | 780  | 1.2084          |
| 1.011         | 261.0  | 783  | 1.1656          |
| 1.011         | 262.0  | 786  | 1.1414          |
| 1.011         | 263.0  | 789  | 1.1738          |
| 1.011         | 264.0  | 792  | 1.2153          |
| 1.011         | 265.0  | 795  | 1.2846          |
| 1.011         | 266.0  | 798  | 1.2991          |
| 1.011         | 267.0  | 801  | 1.2698          |
| 1.011         | 268.0  | 804  | 1.2488          |
| 1.011         | 269.0  | 807  | 1.3379          |
| 1.011         | 270.0  | 810  | 1.3777          |
| 1.011         | 271.0  | 813  | 1.3034          |
| 1.011         | 272.0  | 816  | 1.2925          |
| 1.011         | 273.0  | 819  | 1.3598          |
| 1.011         | 274.0  | 822  | 1.3181          |
| 1.011         | 275.0  | 825  | 1.1246          |
| 1.011         | 276.0  | 828  | 1.0685          |
| 1.011         | 277.0  | 831  | 1.1546          |
| 1.011         | 278.0  | 834  | 1.2029          |
| 1.011         | 279.0  | 837  | 1.2433          |
| 1.011         | 280.0  | 840  | 1.3051          |
| 1.011         | 281.0  | 843  | 1.3124          |
| 1.011         | 282.0  | 846  | 1.2468          |
| 1.011         | 283.0  | 849  | 1.2155          |
| 1.011         | 284.0  | 852  | 1.2340          |
| 1.011         | 285.0  | 855  | 1.2815          |
| 1.011         | 286.0  | 858  | 1.3270          |
| 1.011         | 287.0  | 861  | 1.3363          |
| 1.011         | 288.0  | 864  | 1.3316          |
| 1.011         | 289.0  | 867  | 1.3048          |
| 1.011         | 290.0  | 870  | 1.2741          |
| 1.011         | 291.0  | 873  | 1.2994          |
| 1.011         | 292.0  | 876  | 1.3124          |
| 1.011         | 293.0  | 879  | 1.2510          |
| 1.011         | 294.0  | 882  | 1.2051          |
| 1.011         | 295.0  | 885  | 1.2394          |
| 1.011         | 296.0  | 888  | 1.2530          |
| 1.011         | 297.0  | 891  | 1.2104          |
| 1.011         | 298.0  | 894  | 1.1540          |
| 1.011         | 299.0  | 897  | 1.1353          |
| 1.011         | 300.0  | 900  | 1.1786          |
| 1.011         | 301.0  | 903  | 1.2086          |
| 1.011         | 302.0  | 906  | 1.2456          |
| 1.011         | 303.0  | 909  | 1.2706          |
| 1.011         | 304.0  | 912  | 1.3325          |
| 1.011         | 305.0  | 915  | 1.2892          |
| 1.011         | 306.0  | 918  | 1.2357          |
| 1.011         | 307.0  | 921  | 1.2447          |
| 1.011         | 308.0  | 924  | 1.3212          |
| 1.011         | 309.0  | 927  | 1.2885          |
| 1.011         | 310.0  | 930  | 1.2718          |
| 1.011         | 311.0  | 933  | 1.3002          |
| 1.011         | 312.0  | 936  | 1.2508          |
| 1.011         | 313.0  | 939  | 1.3075          |
| 1.011         | 314.0  | 942  | 1.3327          |
| 1.011         | 315.0  | 945  | 1.2802          |
| 1.011         | 316.0  | 948  | 1.1862          |
| 1.011         | 317.0  | 951  | 1.2011          |
| 1.011         | 318.0  | 954  | 1.2118          |
| 1.011         | 319.0  | 957  | 1.2621          |
| 1.011         | 320.0  | 960  | 1.3194          |
| 1.011         | 321.0  | 963  | 1.3178          |
| 1.011         | 322.0  | 966  | 1.3375          |
| 1.011         | 323.0  | 969  | 1.2784          |
| 1.011         | 324.0  | 972  | 1.2132          |
| 1.011         | 325.0  | 975  | 1.1895          |
| 1.011         | 326.0  | 978  | 1.2521          |
| 1.011         | 327.0  | 981  | 1.3398          |
| 1.011         | 328.0  | 984  | 1.2295          |
| 1.011         | 329.0  | 987  | 1.1417          |
| 1.011         | 330.0  | 990  | 1.1594          |
| 1.011         | 331.0  | 993  | 1.3099          |
| 1.011         | 332.0  | 996  | 1.3461          |
| 1.011         | 333.0  | 999  | 1.1772          |
| 0.5949        | 334.0  | 1002 | 1.0855          |
| 0.5949        | 335.0  | 1005 | 1.1587          |
| 0.5949        | 336.0  | 1008 | 1.2964          |
| 0.5949        | 337.0  | 1011 | 1.2694          |
| 0.5949        | 338.0  | 1014 | 1.2127          |
| 0.5949        | 339.0  | 1017 | 1.1815          |
| 0.5949        | 340.0  | 1020 | 1.1907          |
| 0.5949        | 341.0  | 1023 | 1.2233          |
| 0.5949        | 342.0  | 1026 | 1.1774          |
| 0.5949        | 343.0  | 1029 | 1.1496          |
| 0.5949        | 344.0  | 1032 | 1.1266          |
| 0.5949        | 345.0  | 1035 | 1.1182          |
| 0.5949        | 346.0  | 1038 | 1.1806          |
| 0.5949        | 347.0  | 1041 | 1.1528          |
| 0.5949        | 348.0  | 1044 | 1.1292          |
| 0.5949        | 349.0  | 1047 | 1.1044          |
| 0.5949        | 350.0  | 1050 | 1.1721          |
| 0.5949        | 351.0  | 1053 | 1.2474          |
| 0.5949        | 352.0  | 1056 | 1.2158          |
| 0.5949        | 353.0  | 1059 | 1.1859          |
| 0.5949        | 354.0  | 1062 | 1.1686          |
| 0.5949        | 355.0  | 1065 | 1.1558          |
| 0.5949        | 356.0  | 1068 | 1.1703          |
| 0.5949        | 357.0  | 1071 | 1.1504          |
| 0.5949        | 358.0  | 1074 | 1.1182          |
| 0.5949        | 359.0  | 1077 | 1.1441          |
| 0.5949        | 360.0  | 1080 | 1.1833          |
| 0.5949        | 361.0  | 1083 | 1.2068          |
| 0.5949        | 362.0  | 1086 | 1.1335          |
| 0.5949        | 363.0  | 1089 | 1.0419          |
| 0.5949        | 364.0  | 1092 | 1.0862          |
| 0.5949        | 365.0  | 1095 | 1.2001          |
| 0.5949        | 366.0  | 1098 | 1.2415          |
| 0.5949        | 367.0  | 1101 | 1.1930          |
| 0.5949        | 368.0  | 1104 | 1.1220          |
| 0.5949        | 369.0  | 1107 | 1.0307          |
| 0.5949        | 370.0  | 1110 | 1.0519          |
| 0.5949        | 371.0  | 1113 | 1.0704          |
| 0.5949        | 372.0  | 1116 | 1.0365          |
| 0.5949        | 373.0  | 1119 | 1.0087          |
| 0.5949        | 374.0  | 1122 | 0.9999          |
| 0.5949        | 375.0  | 1125 | 1.1072          |
| 0.5949        | 376.0  | 1128 | 1.1944          |
| 0.5949        | 377.0  | 1131 | 1.1771          |
| 0.5949        | 378.0  | 1134 | 1.1325          |
| 0.5949        | 379.0  | 1137 | 1.0533          |
| 0.5949        | 380.0  | 1140 | 1.0384          |
| 0.5949        | 381.0  | 1143 | 1.0943          |
| 0.5949        | 382.0  | 1146 | 1.2307          |
| 0.5949        | 383.0  | 1149 | 1.2407          |
| 0.5949        | 384.0  | 1152 | 1.1655          |
| 0.5949        | 385.0  | 1155 | 1.0630          |
| 0.5949        | 386.0  | 1158 | 1.0247          |
| 0.5949        | 387.0  | 1161 | 1.1115          |
| 0.5949        | 388.0  | 1164 | 1.1942          |
| 0.5949        | 389.0  | 1167 | 1.2013          |
| 0.5949        | 390.0  | 1170 | 1.1971          |
| 0.5949        | 391.0  | 1173 | 1.1855          |
| 0.5949        | 392.0  | 1176 | 1.1868          |
| 0.5949        | 393.0  | 1179 | 1.1613          |
| 0.5949        | 394.0  | 1182 | 1.1488          |
| 0.5949        | 395.0  | 1185 | 1.1648          |
| 0.5949        | 396.0  | 1188 | 1.1688          |
| 0.5949        | 397.0  | 1191 | 1.1526          |
| 0.5949        | 398.0  | 1194 | 1.1241          |
| 0.5949        | 399.0  | 1197 | 1.0765          |
| 0.5949        | 400.0  | 1200 | 1.0983          |
| 0.5949        | 401.0  | 1203 | 1.1407          |
| 0.5949        | 402.0  | 1206 | 1.1459          |
| 0.5949        | 403.0  | 1209 | 1.1184          |
| 0.5949        | 404.0  | 1212 | 1.0951          |
| 0.5949        | 405.0  | 1215 | 1.0853          |
| 0.5949        | 406.0  | 1218 | 1.0962          |
| 0.5949        | 407.0  | 1221 | 1.1022          |
| 0.5949        | 408.0  | 1224 | 1.0818          |
| 0.5949        | 409.0  | 1227 | 1.0528          |
| 0.5949        | 410.0  | 1230 | 1.0500          |
| 0.5949        | 411.0  | 1233 | 1.0918          |
| 0.5949        | 412.0  | 1236 | 1.0624          |
| 0.5949        | 413.0  | 1239 | 1.0452          |
| 0.5949        | 414.0  | 1242 | 1.0485          |
| 0.5949        | 415.0  | 1245 | 1.0624          |
| 0.5949        | 416.0  | 1248 | 1.1062          |
| 0.5949        | 417.0  | 1251 | 1.1095          |
| 0.5949        | 418.0  | 1254 | 1.0988          |
| 0.5949        | 419.0  | 1257 | 1.0867          |
| 0.5949        | 420.0  | 1260 | 1.0873          |
| 0.5949        | 421.0  | 1263 | 1.0577          |
| 0.5949        | 422.0  | 1266 | 1.0998          |
| 0.5949        | 423.0  | 1269 | 1.1579          |
| 0.5949        | 424.0  | 1272 | 1.1373          |
| 0.5949        | 425.0  | 1275 | 1.1138          |
| 0.5949        | 426.0  | 1278 | 1.0807          |
| 0.5949        | 427.0  | 1281 | 1.0137          |
| 0.5949        | 428.0  | 1284 | 1.0083          |
| 0.5949        | 429.0  | 1287 | 1.0493          |
| 0.5949        | 430.0  | 1290 | 1.1223          |
| 0.5949        | 431.0  | 1293 | 1.1817          |
| 0.5949        | 432.0  | 1296 | 1.1060          |
| 0.5949        | 433.0  | 1299 | 1.0584          |
| 0.5949        | 434.0  | 1302 | 1.0634          |
| 0.5949        | 435.0  | 1305 | 1.1070          |
| 0.5949        | 436.0  | 1308 | 1.1183          |
| 0.5949        | 437.0  | 1311 | 1.0928          |
| 0.5949        | 438.0  | 1314 | 1.0754          |
| 0.5949        | 439.0  | 1317 | 1.0556          |
| 0.5949        | 440.0  | 1320 | 1.0317          |
| 0.5949        | 441.0  | 1323 | 1.0036          |
| 0.5949        | 442.0  | 1326 | 1.0292          |
| 0.5949        | 443.0  | 1329 | 1.1790          |
| 0.5949        | 444.0  | 1332 | 1.2675          |
| 0.5949        | 445.0  | 1335 | 1.2144          |
| 0.5949        | 446.0  | 1338 | 1.0888          |
| 0.5949        | 447.0  | 1341 | 1.0147          |
| 0.5949        | 448.0  | 1344 | 1.0074          |
| 0.5949        | 449.0  | 1347 | 1.0412          |
| 0.5949        | 450.0  | 1350 | 1.0851          |
| 0.5949        | 451.0  | 1353 | 1.1087          |
| 0.5949        | 452.0  | 1356 | 1.1293          |
| 0.5949        | 453.0  | 1359 | 1.1286          |
| 0.5949        | 454.0  | 1362 | 1.0910          |
| 0.5949        | 455.0  | 1365 | 1.0787          |
| 0.5949        | 456.0  | 1368 | 1.1053          |
| 0.5949        | 457.0  | 1371 | 1.1651          |
| 0.5949        | 458.0  | 1374 | 1.2237          |
| 0.5949        | 459.0  | 1377 | 1.2137          |
| 0.5949        | 460.0  | 1380 | 1.1833          |
| 0.5949        | 461.0  | 1383 | 1.1378          |
| 0.5949        | 462.0  | 1386 | 1.0625          |
| 0.5949        | 463.0  | 1389 | 1.0437          |
| 0.5949        | 464.0  | 1392 | 1.0432          |
| 0.5949        | 465.0  | 1395 | 1.1278          |
| 0.5949        | 466.0  | 1398 | 1.2145          |
| 0.5949        | 467.0  | 1401 | 1.2425          |
| 0.5949        | 468.0  | 1404 | 1.2570          |
| 0.5949        | 469.0  | 1407 | 1.2285          |
| 0.5949        | 470.0  | 1410 | 1.2091          |
| 0.5949        | 471.0  | 1413 | 1.1901          |
| 0.5949        | 472.0  | 1416 | 1.2086          |
| 0.5949        | 473.0  | 1419 | 1.2434          |
| 0.5949        | 474.0  | 1422 | 1.2743          |
| 0.5949        | 475.0  | 1425 | 1.2743          |
| 0.5949        | 476.0  | 1428 | 1.2380          |
| 0.5949        | 477.0  | 1431 | 1.1984          |
| 0.5949        | 478.0  | 1434 | 1.1687          |
| 0.5949        | 479.0  | 1437 | 1.1170          |
| 0.5949        | 480.0  | 1440 | 1.1537          |
| 0.5949        | 481.0  | 1443 | 1.1691          |
| 0.5949        | 482.0  | 1446 | 1.1855          |
| 0.5949        | 483.0  | 1449 | 1.2248          |
| 0.5949        | 484.0  | 1452 | 1.2351          |
| 0.5949        | 485.0  | 1455 | 1.2162          |
| 0.5949        | 486.0  | 1458 | 1.1853          |
| 0.5949        | 487.0  | 1461 | 1.1756          |
| 0.5949        | 488.0  | 1464 | 1.1743          |
| 0.5949        | 489.0  | 1467 | 1.1563          |
| 0.5949        | 490.0  | 1470 | 1.1135          |
| 0.5949        | 491.0  | 1473 | 1.1080          |
| 0.5949        | 492.0  | 1476 | 1.1491          |
| 0.5949        | 493.0  | 1479 | 1.2150          |
| 0.5949        | 494.0  | 1482 | 1.2236          |
| 0.5949        | 495.0  | 1485 | 1.1843          |
| 0.5949        | 496.0  | 1488 | 1.1380          |
| 0.5949        | 497.0  | 1491 | 1.1301          |
| 0.5949        | 498.0  | 1494 | 1.1271          |
| 0.5949        | 499.0  | 1497 | 1.1288          |
| 0.571         | 500.0  | 1500 | 1.1521          |
| 0.571         | 501.0  | 1503 | 1.1695          |
| 0.571         | 502.0  | 1506 | 1.1846          |
| 0.571         | 503.0  | 1509 | 1.1920          |
| 0.571         | 504.0  | 1512 | 1.2064          |
| 0.571         | 505.0  | 1515 | 1.1979          |
| 0.571         | 506.0  | 1518 | 1.1894          |
| 0.571         | 507.0  | 1521 | 1.1961          |
| 0.571         | 508.0  | 1524 | 1.1673          |
| 0.571         | 509.0  | 1527 | 1.1427          |
| 0.571         | 510.0  | 1530 | 1.0826          |
| 0.571         | 511.0  | 1533 | 1.0712          |
| 0.571         | 512.0  | 1536 | 1.0924          |
| 0.571         | 513.0  | 1539 | 1.1014          |
| 0.571         | 514.0  | 1542 | 1.0983          |
| 0.571         | 515.0  | 1545 | 1.1061          |
| 0.571         | 516.0  | 1548 | 1.1573          |
| 0.571         | 517.0  | 1551 | 1.1913          |
| 0.571         | 518.0  | 1554 | 1.2075          |
| 0.571         | 519.0  | 1557 | 1.2028          |
| 0.571         | 520.0  | 1560 | 1.1595          |
| 0.571         | 521.0  | 1563 | 1.1596          |
| 0.571         | 522.0  | 1566 | 1.1658          |
| 0.571         | 523.0  | 1569 | 1.1231          |
| 0.571         | 524.0  | 1572 | 1.0694          |
| 0.571         | 525.0  | 1575 | 1.0454          |
| 0.571         | 526.0  | 1578 | 1.0508          |
| 0.571         | 527.0  | 1581 | 1.0686          |
| 0.571         | 528.0  | 1584 | 1.0965          |
| 0.571         | 529.0  | 1587 | 1.1343          |
| 0.571         | 530.0  | 1590 | 1.1618          |
| 0.571         | 531.0  | 1593 | 1.1807          |
| 0.571         | 532.0  | 1596 | 1.1774          |
| 0.571         | 533.0  | 1599 | 1.1541          |
| 0.571         | 534.0  | 1602 | 1.1005          |
| 0.571         | 535.0  | 1605 | 1.0268          |
| 0.571         | 536.0  | 1608 | 0.9818          |
| 0.571         | 537.0  | 1611 | 0.9613          |
| 0.571         | 538.0  | 1614 | 0.9870          |
| 0.571         | 539.0  | 1617 | 1.0816          |
| 0.571         | 540.0  | 1620 | 1.1666          |
| 0.571         | 541.0  | 1623 | 1.2139          |
| 0.571         | 542.0  | 1626 | 1.2001          |
| 0.571         | 543.0  | 1629 | 1.1493          |
| 0.571         | 544.0  | 1632 | 1.1064          |
| 0.571         | 545.0  | 1635 | 1.0677          |
| 0.571         | 546.0  | 1638 | 1.0399          |
| 0.571         | 547.0  | 1641 | 1.0606          |
| 0.571         | 548.0  | 1644 | 1.0844          |
| 0.571         | 549.0  | 1647 | 1.0929          |
| 0.571         | 550.0  | 1650 | 1.1143          |
| 0.571         | 551.0  | 1653 | 1.1430          |
| 0.571         | 552.0  | 1656 | 1.1389          |
| 0.571         | 553.0  | 1659 | 1.1146          |
| 0.571         | 554.0  | 1662 | 1.0844          |
| 0.571         | 555.0  | 1665 | 1.0515          |
| 0.571         | 556.0  | 1668 | 0.9798          |
| 0.571         | 557.0  | 1671 | 0.9584          |
| 0.571         | 558.0  | 1674 | 0.9507          |
| 0.571         | 559.0  | 1677 | 0.9697          |
| 0.571         | 560.0  | 1680 | 1.0111          |
| 0.571         | 561.0  | 1683 | 1.1366          |
| 0.571         | 562.0  | 1686 | 1.1931          |
| 0.571         | 563.0  | 1689 | 1.2054          |
| 0.571         | 564.0  | 1692 | 1.1996          |
| 0.571         | 565.0  | 1695 | 1.1912          |
| 0.571         | 566.0  | 1698 | 1.1710          |
| 0.571         | 567.0  | 1701 | 1.1521          |
| 0.571         | 568.0  | 1704 | 1.1221          |
| 0.571         | 569.0  | 1707 | 1.0651          |
| 0.571         | 570.0  | 1710 | 1.0452          |
| 0.571         | 571.0  | 1713 | 1.0838          |
| 0.571         | 572.0  | 1716 | 1.1103          |
| 0.571         | 573.0  | 1719 | 1.1390          |
| 0.571         | 574.0  | 1722 | 1.1774          |
| 0.571         | 575.0  | 1725 | 1.1868          |
| 0.571         | 576.0  | 1728 | 1.1772          |
| 0.571         | 577.0  | 1731 | 1.1650          |
| 0.571         | 578.0  | 1734 | 1.1581          |
| 0.571         | 579.0  | 1737 | 1.1599          |
| 0.571         | 580.0  | 1740 | 1.1636          |
| 0.571         | 581.0  | 1743 | 1.1610          |
| 0.571         | 582.0  | 1746 | 1.1555          |
| 0.571         | 583.0  | 1749 | 1.1448          |
| 0.571         | 584.0  | 1752 | 1.1494          |
| 0.571         | 585.0  | 1755 | 1.1522          |
| 0.571         | 586.0  | 1758 | 1.1509          |
| 0.571         | 587.0  | 1761 | 1.1568          |
| 0.571         | 588.0  | 1764 | 1.1691          |
| 0.571         | 589.0  | 1767 | 1.1693          |
| 0.571         | 590.0  | 1770 | 1.1546          |
| 0.571         | 591.0  | 1773 | 1.1497          |
| 0.571         | 592.0  | 1776 | 1.1415          |
| 0.571         | 593.0  | 1779 | 1.1379          |
| 0.571         | 594.0  | 1782 | 1.1385          |
| 0.571         | 595.0  | 1785 | 1.1376          |
| 0.571         | 596.0  | 1788 | 1.1376          |
| 0.571         | 597.0  | 1791 | 1.1265          |
| 0.571         | 598.0  | 1794 | 1.1118          |
| 0.571         | 599.0  | 1797 | 1.1027          |
| 0.571         | 600.0  | 1800 | 1.0991          |
| 0.571         | 601.0  | 1803 | 1.1160          |
| 0.571         | 602.0  | 1806 | 1.1335          |
| 0.571         | 603.0  | 1809 | 1.1405          |
| 0.571         | 604.0  | 1812 | 1.1459          |
| 0.571         | 605.0  | 1815 | 1.1514          |
| 0.571         | 606.0  | 1818 | 1.1628          |
| 0.571         | 607.0  | 1821 | 1.1777          |
| 0.571         | 608.0  | 1824 | 1.1711          |
| 0.571         | 609.0  | 1827 | 1.1633          |
| 0.571         | 610.0  | 1830 | 1.1522          |
| 0.571         | 611.0  | 1833 | 1.1396          |
| 0.571         | 612.0  | 1836 | 1.1313          |
| 0.571         | 613.0  | 1839 | 1.1266          |
| 0.571         | 614.0  | 1842 | 1.1233          |
| 0.571         | 615.0  | 1845 | 1.1166          |
| 0.571         | 616.0  | 1848 | 1.1213          |
| 0.571         | 617.0  | 1851 | 1.1258          |
| 0.571         | 618.0  | 1854 | 1.1342          |
| 0.571         | 619.0  | 1857 | 1.1537          |
| 0.571         | 620.0  | 1860 | 1.1591          |
| 0.571         | 621.0  | 1863 | 1.1463          |
| 0.571         | 622.0  | 1866 | 1.1240          |
| 0.571         | 623.0  | 1869 | 1.1186          |
| 0.571         | 624.0  | 1872 | 1.1201          |
| 0.571         | 625.0  | 1875 | 1.1328          |
| 0.571         | 626.0  | 1878 | 1.1401          |
| 0.571         | 627.0  | 1881 | 1.1478          |
| 0.571         | 628.0  | 1884 | 1.1560          |
| 0.571         | 629.0  | 1887 | 1.1570          |
| 0.571         | 630.0  | 1890 | 1.1550          |
| 0.571         | 631.0  | 1893 | 1.1539          |
| 0.571         | 632.0  | 1896 | 1.1528          |
| 0.571         | 633.0  | 1899 | 1.1419          |
| 0.571         | 634.0  | 1902 | 1.1359          |
| 0.571         | 635.0  | 1905 | 1.1231          |
| 0.571         | 636.0  | 1908 | 1.1170          |
| 0.571         | 637.0  | 1911 | 1.1108          |
| 0.571         | 638.0  | 1914 | 1.1065          |
| 0.571         | 639.0  | 1917 | 1.1016          |
| 0.571         | 640.0  | 1920 | 1.1157          |
| 0.571         | 641.0  | 1923 | 1.1263          |
| 0.571         | 642.0  | 1926 | 1.1291          |
| 0.571         | 643.0  | 1929 | 1.1231          |
| 0.571         | 644.0  | 1932 | 1.1157          |
| 0.571         | 645.0  | 1935 | 1.1399          |
| 0.571         | 646.0  | 1938 | 1.1908          |
| 0.571         | 647.0  | 1941 | 1.2225          |
| 0.571         | 648.0  | 1944 | 1.2391          |
| 0.571         | 649.0  | 1947 | 1.2375          |
| 0.571         | 650.0  | 1950 | 1.2170          |
| 0.571         | 651.0  | 1953 | 1.1856          |
| 0.571         | 652.0  | 1956 | 1.1502          |
| 0.571         | 653.0  | 1959 | 1.1326          |
| 0.571         | 654.0  | 1962 | 1.1034          |
| 0.571         | 655.0  | 1965 | 1.0623          |
| 0.571         | 656.0  | 1968 | 1.0506          |
| 0.571         | 657.0  | 1971 | 1.0749          |
| 0.571         | 658.0  | 1974 | 1.2005          |
| 0.571         | 659.0  | 1977 | 1.2534          |
| 0.571         | 660.0  | 1980 | 1.2685          |
| 0.571         | 661.0  | 1983 | 1.2609          |
| 0.571         | 662.0  | 1986 | 1.2400          |
| 0.571         | 663.0  | 1989 | 1.2247          |
| 0.571         | 664.0  | 1992 | 1.2150          |
| 0.571         | 665.0  | 1995 | 1.2068          |
| 0.571         | 666.0  | 1998 | 1.1900          |
| 0.5609        | 667.0  | 2001 | 1.1792          |
| 0.5609        | 668.0  | 2004 | 1.1798          |
| 0.5609        | 669.0  | 2007 | 1.1843          |
| 0.5609        | 670.0  | 2010 | 1.1988          |
| 0.5609        | 671.0  | 2013 | 1.2119          |
| 0.5609        | 672.0  | 2016 | 1.2242          |
| 0.5609        | 673.0  | 2019 | 1.2244          |
| 0.5609        | 674.0  | 2022 | 1.2116          |
| 0.5609        | 675.0  | 2025 | 1.1945          |
| 0.5609        | 676.0  | 2028 | 1.1792          |
| 0.5609        | 677.0  | 2031 | 1.1733          |
| 0.5609        | 678.0  | 2034 | 1.1772          |
| 0.5609        | 679.0  | 2037 | 1.1895          |
| 0.5609        | 680.0  | 2040 | 1.2009          |
| 0.5609        | 681.0  | 2043 | 1.2075          |
| 0.5609        | 682.0  | 2046 | 1.2042          |
| 0.5609        | 683.0  | 2049 | 1.2065          |
| 0.5609        | 684.0  | 2052 | 1.2109          |
| 0.5609        | 685.0  | 2055 | 1.2103          |
| 0.5609        | 686.0  | 2058 | 1.2022          |
| 0.5609        | 687.0  | 2061 | 1.1938          |
| 0.5609        | 688.0  | 2064 | 1.1807          |
| 0.5609        | 689.0  | 2067 | 1.1710          |
| 0.5609        | 690.0  | 2070 | 1.1687          |
| 0.5609        | 691.0  | 2073 | 1.1635          |
| 0.5609        | 692.0  | 2076 | 1.1547          |
| 0.5609        | 693.0  | 2079 | 1.1375          |
| 0.5609        | 694.0  | 2082 | 1.1281          |
| 0.5609        | 695.0  | 2085 | 1.1188          |
| 0.5609        | 696.0  | 2088 | 1.1105          |
| 0.5609        | 697.0  | 2091 | 1.1131          |
| 0.5609        | 698.0  | 2094 | 1.1272          |
| 0.5609        | 699.0  | 2097 | 1.1351          |
| 0.5609        | 700.0  | 2100 | 1.1479          |
| 0.5609        | 701.0  | 2103 | 1.1571          |
| 0.5609        | 702.0  | 2106 | 1.1723          |
| 0.5609        | 703.0  | 2109 | 1.1871          |
| 0.5609        | 704.0  | 2112 | 1.1956          |
| 0.5609        | 705.0  | 2115 | 1.1998          |
| 0.5609        | 706.0  | 2118 | 1.2008          |
| 0.5609        | 707.0  | 2121 | 1.1992          |
| 0.5609        | 708.0  | 2124 | 1.1948          |
| 0.5609        | 709.0  | 2127 | 1.1771          |
| 0.5609        | 710.0  | 2130 | 1.1540          |
| 0.5609        | 711.0  | 2133 | 1.1320          |
| 0.5609        | 712.0  | 2136 | 1.1108          |
| 0.5609        | 713.0  | 2139 | 1.0930          |
| 0.5609        | 714.0  | 2142 | 1.0885          |
| 0.5609        | 715.0  | 2145 | 1.1121          |
| 0.5609        | 716.0  | 2148 | 1.1600          |
| 0.5609        | 717.0  | 2151 | 1.1982          |
| 0.5609        | 718.0  | 2154 | 1.2199          |
| 0.5609        | 719.0  | 2157 | 1.2274          |
| 0.5609        | 720.0  | 2160 | 1.2191          |
| 0.5609        | 721.0  | 2163 | 1.2108          |
| 0.5609        | 722.0  | 2166 | 1.2185          |
| 0.5609        | 723.0  | 2169 | 1.2203          |
| 0.5609        | 724.0  | 2172 | 1.2209          |
| 0.5609        | 725.0  | 2175 | 1.2235          |
| 0.5609        | 726.0  | 2178 | 1.2229          |
| 0.5609        | 727.0  | 2181 | 1.2314          |
| 0.5609        | 728.0  | 2184 | 1.2341          |
| 0.5609        | 729.0  | 2187 | 1.2352          |
| 0.5609        | 730.0  | 2190 | 1.2300          |
| 0.5609        | 731.0  | 2193 | 1.2216          |
| 0.5609        | 732.0  | 2196 | 1.2104          |
| 0.5609        | 733.0  | 2199 | 1.1965          |
| 0.5609        | 734.0  | 2202 | 1.1908          |
| 0.5609        | 735.0  | 2205 | 1.1752          |
| 0.5609        | 736.0  | 2208 | 1.1486          |
| 0.5609        | 737.0  | 2211 | 1.1308          |
| 0.5609        | 738.0  | 2214 | 1.1216          |
| 0.5609        | 739.0  | 2217 | 1.1571          |
| 0.5609        | 740.0  | 2220 | 1.1847          |
| 0.5609        | 741.0  | 2223 | 1.2001          |
| 0.5609        | 742.0  | 2226 | 1.1996          |
| 0.5609        | 743.0  | 2229 | 1.1964          |
| 0.5609        | 744.0  | 2232 | 1.1955          |
| 0.5609        | 745.0  | 2235 | 1.1885          |
| 0.5609        | 746.0  | 2238 | 1.1838          |
| 0.5609        | 747.0  | 2241 | 1.1820          |
| 0.5609        | 748.0  | 2244 | 1.1838          |
| 0.5609        | 749.0  | 2247 | 1.1891          |
| 0.5609        | 750.0  | 2250 | 1.1866          |
| 0.5609        | 751.0  | 2253 | 1.1797          |
| 0.5609        | 752.0  | 2256 | 1.1721          |
| 0.5609        | 753.0  | 2259 | 1.1611          |
| 0.5609        | 754.0  | 2262 | 1.1519          |
| 0.5609        | 755.0  | 2265 | 1.1407          |
| 0.5609        | 756.0  | 2268 | 1.1216          |
| 0.5609        | 757.0  | 2271 | 1.0963          |
| 0.5609        | 758.0  | 2274 | 1.0794          |
| 0.5609        | 759.0  | 2277 | 1.0741          |
| 0.5609        | 760.0  | 2280 | 1.0928          |
| 0.5609        | 761.0  | 2283 | 1.1165          |
| 0.5609        | 762.0  | 2286 | 1.1480          |
| 0.5609        | 763.0  | 2289 | 1.1834          |
| 0.5609        | 764.0  | 2292 | 1.2018          |
| 0.5609        | 765.0  | 2295 | 1.2098          |
| 0.5609        | 766.0  | 2298 | 1.2140          |
| 0.5609        | 767.0  | 2301 | 1.2204          |
| 0.5609        | 768.0  | 2304 | 1.2251          |
| 0.5609        | 769.0  | 2307 | 1.2276          |
| 0.5609        | 770.0  | 2310 | 1.2279          |
| 0.5609        | 771.0  | 2313 | 1.2264          |
| 0.5609        | 772.0  | 2316 | 1.2230          |
| 0.5609        | 773.0  | 2319 | 1.2169          |
| 0.5609        | 774.0  | 2322 | 1.1973          |
| 0.5609        | 775.0  | 2325 | 1.1658          |
| 0.5609        | 776.0  | 2328 | 1.1314          |
| 0.5609        | 777.0  | 2331 | 1.0967          |
| 0.5609        | 778.0  | 2334 | 1.0720          |
| 0.5609        | 779.0  | 2337 | 1.0603          |
| 0.5609        | 780.0  | 2340 | 1.0603          |
| 0.5609        | 781.0  | 2343 | 1.0969          |
| 0.5609        | 782.0  | 2346 | 1.1418          |
| 0.5609        | 783.0  | 2349 | 1.1850          |
| 0.5609        | 784.0  | 2352 | 1.2089          |
| 0.5609        | 785.0  | 2355 | 1.2210          |
| 0.5609        | 786.0  | 2358 | 1.2242          |
| 0.5609        | 787.0  | 2361 | 1.2232          |
| 0.5609        | 788.0  | 2364 | 1.2249          |
| 0.5609        | 789.0  | 2367 | 1.2262          |
| 0.5609        | 790.0  | 2370 | 1.2225          |
| 0.5609        | 791.0  | 2373 | 1.2153          |
| 0.5609        | 792.0  | 2376 | 1.2055          |
| 0.5609        | 793.0  | 2379 | 1.2109          |
| 0.5609        | 794.0  | 2382 | 1.2173          |
| 0.5609        | 795.0  | 2385 | 1.2182          |
| 0.5609        | 796.0  | 2388 | 1.2156          |
| 0.5609        | 797.0  | 2391 | 1.2170          |
| 0.5609        | 798.0  | 2394 | 1.2110          |
| 0.5609        | 799.0  | 2397 | 1.1985          |
| 0.5609        | 800.0  | 2400 | 1.1834          |
| 0.5609        | 801.0  | 2403 | 1.1597          |
| 0.5609        | 802.0  | 2406 | 1.1457          |
| 0.5609        | 803.0  | 2409 | 1.1432          |
| 0.5609        | 804.0  | 2412 | 1.1409          |
| 0.5609        | 805.0  | 2415 | 1.1360          |
| 0.5609        | 806.0  | 2418 | 1.1461          |
| 0.5609        | 807.0  | 2421 | 1.1626          |
| 0.5609        | 808.0  | 2424 | 1.1707          |
| 0.5609        | 809.0  | 2427 | 1.1774          |
| 0.5609        | 810.0  | 2430 | 1.1812          |
| 0.5609        | 811.0  | 2433 | 1.1855          |
| 0.5609        | 812.0  | 2436 | 1.1865          |
| 0.5609        | 813.0  | 2439 | 1.1843          |
| 0.5609        | 814.0  | 2442 | 1.1849          |
| 0.5609        | 815.0  | 2445 | 1.1902          |
| 0.5609        | 816.0  | 2448 | 1.1900          |
| 0.5609        | 817.0  | 2451 | 1.1887          |
| 0.5609        | 818.0  | 2454 | 1.1885          |
| 0.5609        | 819.0  | 2457 | 1.1884          |
| 0.5609        | 820.0  | 2460 | 1.1831          |
| 0.5609        | 821.0  | 2463 | 1.1759          |
| 0.5609        | 822.0  | 2466 | 1.1766          |
| 0.5609        | 823.0  | 2469 | 1.1818          |
| 0.5609        | 824.0  | 2472 | 1.1898          |
| 0.5609        | 825.0  | 2475 | 1.1949          |
| 0.5609        | 826.0  | 2478 | 1.1970          |
| 0.5609        | 827.0  | 2481 | 1.2047          |
| 0.5609        | 828.0  | 2484 | 1.2086          |
| 0.5609        | 829.0  | 2487 | 1.2049          |
| 0.5609        | 830.0  | 2490 | 1.1998          |
| 0.5609        | 831.0  | 2493 | 1.1987          |
| 0.5609        | 832.0  | 2496 | 1.2038          |
| 0.5609        | 833.0  | 2499 | 1.2137          |
| 0.5599        | 834.0  | 2502 | 1.2197          |
| 0.5599        | 835.0  | 2505 | 1.2264          |
| 0.5599        | 836.0  | 2508 | 1.2293          |
| 0.5599        | 837.0  | 2511 | 1.2281          |
| 0.5599        | 838.0  | 2514 | 1.2262          |
| 0.5599        | 839.0  | 2517 | 1.2209          |
| 0.5599        | 840.0  | 2520 | 1.2126          |
| 0.5599        | 841.0  | 2523 | 1.2055          |
| 0.5599        | 842.0  | 2526 | 1.1972          |
| 0.5599        | 843.0  | 2529 | 1.1880          |
| 0.5599        | 844.0  | 2532 | 1.1799          |
| 0.5599        | 845.0  | 2535 | 1.1767          |
| 0.5599        | 846.0  | 2538 | 1.1792          |
| 0.5599        | 847.0  | 2541 | 1.1769          |
| 0.5599        | 848.0  | 2544 | 1.1715          |
| 0.5599        | 849.0  | 2547 | 1.1668          |
| 0.5599        | 850.0  | 2550 | 1.1641          |
| 0.5599        | 851.0  | 2553 | 1.1639          |
| 0.5599        | 852.0  | 2556 | 1.1642          |
| 0.5599        | 853.0  | 2559 | 1.1589          |
| 0.5599        | 854.0  | 2562 | 1.1554          |
| 0.5599        | 855.0  | 2565 | 1.1556          |
| 0.5599        | 856.0  | 2568 | 1.1517          |
| 0.5599        | 857.0  | 2571 | 1.1528          |
| 0.5599        | 858.0  | 2574 | 1.1559          |
| 0.5599        | 859.0  | 2577 | 1.1622          |
| 0.5599        | 860.0  | 2580 | 1.1635          |
| 0.5599        | 861.0  | 2583 | 1.1649          |
| 0.5599        | 862.0  | 2586 | 1.1650          |
| 0.5599        | 863.0  | 2589 | 1.1639          |
| 0.5599        | 864.0  | 2592 | 1.1631          |
| 0.5599        | 865.0  | 2595 | 1.1627          |
| 0.5599        | 866.0  | 2598 | 1.1555          |
| 0.5599        | 867.0  | 2601 | 1.1510          |
| 0.5599        | 868.0  | 2604 | 1.1513          |
| 0.5599        | 869.0  | 2607 | 1.1551          |
| 0.5599        | 870.0  | 2610 | 1.1630          |
| 0.5599        | 871.0  | 2613 | 1.1689          |
| 0.5599        | 872.0  | 2616 | 1.1722          |
| 0.5599        | 873.0  | 2619 | 1.1720          |
| 0.5599        | 874.0  | 2622 | 1.1710          |
| 0.5599        | 875.0  | 2625 | 1.1698          |
| 0.5599        | 876.0  | 2628 | 1.1643          |
| 0.5599        | 877.0  | 2631 | 1.1576          |
| 0.5599        | 878.0  | 2634 | 1.1508          |
| 0.5599        | 879.0  | 2637 | 1.1444          |
| 0.5599        | 880.0  | 2640 | 1.1430          |
| 0.5599        | 881.0  | 2643 | 1.1444          |
| 0.5599        | 882.0  | 2646 | 1.1451          |
| 0.5599        | 883.0  | 2649 | 1.1463          |
| 0.5599        | 884.0  | 2652 | 1.1518          |
| 0.5599        | 885.0  | 2655 | 1.1551          |
| 0.5599        | 886.0  | 2658 | 1.1562          |
| 0.5599        | 887.0  | 2661 | 1.1597          |
| 0.5599        | 888.0  | 2664 | 1.1637          |
| 0.5599        | 889.0  | 2667 | 1.1693          |
| 0.5599        | 890.0  | 2670 | 1.1743          |
| 0.5599        | 891.0  | 2673 | 1.1783          |
| 0.5599        | 892.0  | 2676 | 1.1831          |
| 0.5599        | 893.0  | 2679 | 1.1885          |
| 0.5599        | 894.0  | 2682 | 1.1921          |
| 0.5599        | 895.0  | 2685 | 1.1906          |
| 0.5599        | 896.0  | 2688 | 1.1873          |
| 0.5599        | 897.0  | 2691 | 1.1866          |
| 0.5599        | 898.0  | 2694 | 1.1871          |
| 0.5599        | 899.0  | 2697 | 1.1870          |
| 0.5599        | 900.0  | 2700 | 1.1876          |
| 0.5599        | 901.0  | 2703 | 1.1920          |
| 0.5599        | 902.0  | 2706 | 1.1956          |
| 0.5599        | 903.0  | 2709 | 1.1966          |
| 0.5599        | 904.0  | 2712 | 1.1961          |
| 0.5599        | 905.0  | 2715 | 1.1954          |
| 0.5599        | 906.0  | 2718 | 1.1927          |
| 0.5599        | 907.0  | 2721 | 1.1884          |
| 0.5599        | 908.0  | 2724 | 1.1816          |
| 0.5599        | 909.0  | 2727 | 1.1754          |
| 0.5599        | 910.0  | 2730 | 1.1705          |
| 0.5599        | 911.0  | 2733 | 1.1666          |
| 0.5599        | 912.0  | 2736 | 1.1652          |
| 0.5599        | 913.0  | 2739 | 1.1631          |
| 0.5599        | 914.0  | 2742 | 1.1676          |
| 0.5599        | 915.0  | 2745 | 1.1710          |
| 0.5599        | 916.0  | 2748 | 1.1729          |
| 0.5599        | 917.0  | 2751 | 1.1759          |
| 0.5599        | 918.0  | 2754 | 1.1776          |
| 0.5599        | 919.0  | 2757 | 1.1790          |
| 0.5599        | 920.0  | 2760 | 1.1799          |
| 0.5599        | 921.0  | 2763 | 1.1785          |
| 0.5599        | 922.0  | 2766 | 1.1753          |
| 0.5599        | 923.0  | 2769 | 1.1689          |
| 0.5599        | 924.0  | 2772 | 1.1657          |
| 0.5599        | 925.0  | 2775 | 1.1680          |
| 0.5599        | 926.0  | 2778 | 1.1640          |
| 0.5599        | 927.0  | 2781 | 1.1617          |
| 0.5599        | 928.0  | 2784 | 1.1589          |
| 0.5599        | 929.0  | 2787 | 1.1561          |
| 0.5599        | 930.0  | 2790 | 1.1537          |
| 0.5599        | 931.0  | 2793 | 1.1529          |
| 0.5599        | 932.0  | 2796 | 1.1534          |
| 0.5599        | 933.0  | 2799 | 1.1594          |
| 0.5599        | 934.0  | 2802 | 1.1654          |
| 0.5599        | 935.0  | 2805 | 1.1697          |
| 0.5599        | 936.0  | 2808 | 1.1726          |
| 0.5599        | 937.0  | 2811 | 1.1753          |
| 0.5599        | 938.0  | 2814 | 1.1780          |
| 0.5599        | 939.0  | 2817 | 1.1814          |
| 0.5599        | 940.0  | 2820 | 1.1828          |
| 0.5599        | 941.0  | 2823 | 1.1848          |
| 0.5599        | 942.0  | 2826 | 1.1851          |
| 0.5599        | 943.0  | 2829 | 1.1853          |
| 0.5599        | 944.0  | 2832 | 1.1857          |
| 0.5599        | 945.0  | 2835 | 1.1850          |
| 0.5599        | 946.0  | 2838 | 1.1836          |
| 0.5599        | 947.0  | 2841 | 1.1799          |
| 0.5599        | 948.0  | 2844 | 1.1758          |
| 0.5599        | 949.0  | 2847 | 1.1722          |
| 0.5599        | 950.0  | 2850 | 1.1687          |
| 0.5599        | 951.0  | 2853 | 1.1677          |
| 0.5599        | 952.0  | 2856 | 1.1661          |
| 0.5599        | 953.0  | 2859 | 1.1668          |
| 0.5599        | 954.0  | 2862 | 1.1685          |
| 0.5599        | 955.0  | 2865 | 1.1672          |
| 0.5599        | 956.0  | 2868 | 1.1631          |
| 0.5599        | 957.0  | 2871 | 1.1587          |
| 0.5599        | 958.0  | 2874 | 1.1575          |
| 0.5599        | 959.0  | 2877 | 1.1557          |
| 0.5599        | 960.0  | 2880 | 1.1551          |
| 0.5599        | 961.0  | 2883 | 1.1556          |
| 0.5599        | 962.0  | 2886 | 1.1539          |
| 0.5599        | 963.0  | 2889 | 1.1509          |
| 0.5599        | 964.0  | 2892 | 1.1482          |
| 0.5599        | 965.0  | 2895 | 1.1465          |
| 0.5599        | 966.0  | 2898 | 1.1474          |
| 0.5599        | 967.0  | 2901 | 1.1487          |
| 0.5599        | 968.0  | 2904 | 1.1494          |
| 0.5599        | 969.0  | 2907 | 1.1508          |
| 0.5599        | 970.0  | 2910 | 1.1519          |
| 0.5599        | 971.0  | 2913 | 1.1508          |
| 0.5599        | 972.0  | 2916 | 1.1490          |
| 0.5599        | 973.0  | 2919 | 1.1471          |
| 0.5599        | 974.0  | 2922 | 1.1463          |
| 0.5599        | 975.0  | 2925 | 1.1459          |
| 0.5599        | 976.0  | 2928 | 1.1457          |
| 0.5599        | 977.0  | 2931 | 1.1460          |
| 0.5599        | 978.0  | 2934 | 1.1469          |
| 0.5599        | 979.0  | 2937 | 1.1485          |
| 0.5599        | 980.0  | 2940 | 1.1500          |
| 0.5599        | 981.0  | 2943 | 1.1509          |
| 0.5599        | 982.0  | 2946 | 1.1515          |
| 0.5599        | 983.0  | 2949 | 1.1516          |
| 0.5599        | 984.0  | 2952 | 1.1520          |
| 0.5599        | 985.0  | 2955 | 1.1524          |
| 0.5599        | 986.0  | 2958 | 1.1517          |
| 0.5599        | 987.0  | 2961 | 1.1524          |
| 0.5599        | 988.0  | 2964 | 1.1530          |
| 0.5599        | 989.0  | 2967 | 1.1537          |
| 0.5599        | 990.0  | 2970 | 1.1542          |
| 0.5599        | 991.0  | 2973 | 1.1550          |
| 0.5599        | 992.0  | 2976 | 1.1558          |
| 0.5599        | 993.0  | 2979 | 1.1566          |
| 0.5599        | 994.0  | 2982 | 1.1573          |
| 0.5599        | 995.0  | 2985 | 1.1580          |
| 0.5599        | 996.0  | 2988 | 1.1585          |
| 0.5599        | 997.0  | 2991 | 1.1589          |
| 0.5599        | 998.0  | 2994 | 1.1589          |
| 0.5599        | 999.0  | 2997 | 1.1590          |
| 0.5597        | 1000.0 | 3000 | 1.1590          |


### Framework versions

- Transformers 4.36.2
- Pytorch 2.1.2+cu121
- Datasets 2.14.7
- Tokenizers 0.15.0