--- tags: - generated_from_trainer model-index: - name: RoBERTa-legal-de-cased_German_legal_SQuAD_1000 results: [] --- # RoBERTa-legal-de-cased_German_legal_SQuAD_1000 This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set: - Loss: 5.6452 ## 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: 128 - eval_batch_size: 32 - 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 | 5.6947 | | No log | 2.0 | 6 | 5.1954 | | No log | 3.0 | 9 | 4.6052 | | No log | 4.0 | 12 | 4.1370 | | No log | 5.0 | 15 | 3.8636 | | No log | 6.0 | 18 | 3.4027 | | No log | 7.0 | 21 | 3.4250 | | No log | 8.0 | 24 | 3.0216 | | No log | 9.0 | 27 | 3.0870 | | No log | 10.0 | 30 | 2.6439 | | No log | 11.0 | 33 | 2.7132 | | No log | 12.0 | 36 | 2.4365 | | No log | 13.0 | 39 | 2.9435 | | No log | 14.0 | 42 | 2.6702 | | No log | 15.0 | 45 | 2.3505 | | No log | 16.0 | 48 | 2.8324 | | No log | 17.0 | 51 | 2.7316 | | No log | 18.0 | 54 | 2.5073 | | No log | 19.0 | 57 | 2.9106 | | No log | 20.0 | 60 | 2.6635 | | No log | 21.0 | 63 | 2.5209 | | No log | 22.0 | 66 | 2.8688 | | No log | 23.0 | 69 | 2.8064 | | No log | 24.0 | 72 | 3.0452 | | No log | 25.0 | 75 | 3.0387 | | No log | 26.0 | 78 | 2.9657 | | No log | 27.0 | 81 | 3.1876 | | No log | 28.0 | 84 | 2.9162 | | No log | 29.0 | 87 | 2.9666 | | No log | 30.0 | 90 | 3.1058 | | No log | 31.0 | 93 | 3.1550 | | No log | 32.0 | 96 | 3.1996 | | No log | 33.0 | 99 | 3.2820 | | No log | 34.0 | 102 | 3.3380 | | No log | 35.0 | 105 | 3.2726 | | No log | 36.0 | 108 | 3.4693 | | No log | 37.0 | 111 | 3.4279 | | No log | 38.0 | 114 | 3.5814 | | No log | 39.0 | 117 | 3.6527 | | No log | 40.0 | 120 | 3.8300 | | No log | 41.0 | 123 | 3.7870 | | No log | 42.0 | 126 | 3.8905 | | No log | 43.0 | 129 | 3.8809 | | No log | 44.0 | 132 | 3.8656 | | No log | 45.0 | 135 | 3.9562 | | No log | 46.0 | 138 | 4.0665 | | No log | 47.0 | 141 | 4.2994 | | No log | 48.0 | 144 | 4.1472 | | No log | 49.0 | 147 | 4.2632 | | No log | 50.0 | 150 | 4.6800 | | No log | 51.0 | 153 | 4.2398 | | No log | 52.0 | 156 | 4.5708 | | No log | 53.0 | 159 | 4.2461 | | No log | 54.0 | 162 | 4.1740 | | No log | 55.0 | 165 | 4.5297 | | No log | 56.0 | 168 | 4.0936 | | No log | 57.0 | 171 | 4.4434 | | No log | 58.0 | 174 | 4.6077 | | No log | 59.0 | 177 | 4.5631 | | No log | 60.0 | 180 | 4.6806 | | No log | 61.0 | 183 | 4.6958 | | No log | 62.0 | 186 | 4.4510 | | No log | 63.0 | 189 | 4.4317 | | No log | 64.0 | 192 | 4.6735 | | No log | 65.0 | 195 | 4.6081 | | No log | 66.0 | 198 | 5.0173 | | No log | 67.0 | 201 | 4.6521 | | No log | 68.0 | 204 | 4.7164 | | No log | 69.0 | 207 | 4.8375 | | No log | 70.0 | 210 | 4.8289 | | No log | 71.0 | 213 | 4.7528 | | No log | 72.0 | 216 | 5.1500 | | No log | 73.0 | 219 | 5.0885 | | No log | 74.0 | 222 | 5.1445 | | No log | 75.0 | 225 | 5.1097 | | No log | 76.0 | 228 | 5.1642 | | No log | 77.0 | 231 | 4.9672 | | No log | 78.0 | 234 | 4.9716 | | No log | 79.0 | 237 | 5.2929 | | No log | 80.0 | 240 | 5.0157 | | No log | 81.0 | 243 | 5.1353 | | No log | 82.0 | 246 | 5.5683 | | No log | 83.0 | 249 | 4.9978 | | No log | 84.0 | 252 | 4.8055 | | No log | 85.0 | 255 | 5.3119 | | No log | 86.0 | 258 | 5.2239 | | No log | 87.0 | 261 | 4.9671 | | No log | 88.0 | 264 | 4.9599 | | No log | 89.0 | 267 | 5.2382 | | No log | 90.0 | 270 | 5.0109 | | No log | 91.0 | 273 | 5.0622 | | No log | 92.0 | 276 | 5.1434 | | No log | 93.0 | 279 | 5.0290 | | No log | 94.0 | 282 | 5.1115 | | No log | 95.0 | 285 | 4.9397 | | No log | 96.0 | 288 | 4.9767 | | No log | 97.0 | 291 | 5.0665 | | No log | 98.0 | 294 | 5.2069 | | No log | 99.0 | 297 | 5.2140 | | No log | 100.0 | 300 | 5.0861 | | No log | 101.0 | 303 | 5.0563 | | No log | 102.0 | 306 | 5.2333 | | No log | 103.0 | 309 | 5.1575 | | No log | 104.0 | 312 | 5.2062 | | No log | 105.0 | 315 | 5.4549 | | No log | 106.0 | 318 | 5.2752 | | No log | 107.0 | 321 | 5.1327 | | No log | 108.0 | 324 | 5.1027 | | No log | 109.0 | 327 | 5.1005 | | No log | 110.0 | 330 | 5.1292 | | No log | 111.0 | 333 | 5.3891 | | No log | 112.0 | 336 | 5.4434 | | No log | 113.0 | 339 | 5.6022 | | No log | 114.0 | 342 | 5.4780 | | No log | 115.0 | 345 | 5.5858 | | No log | 116.0 | 348 | 5.6703 | | No log | 117.0 | 351 | 5.4135 | | No log | 118.0 | 354 | 5.4439 | | No log | 119.0 | 357 | 5.6348 | | No log | 120.0 | 360 | 5.2370 | | No log | 121.0 | 363 | 5.3541 | | No log | 122.0 | 366 | 5.5423 | | No log | 123.0 | 369 | 5.4932 | | No log | 124.0 | 372 | 5.1491 | | No log | 125.0 | 375 | 5.2077 | | No log | 126.0 | 378 | 5.2625 | | No log | 127.0 | 381 | 5.1456 | | No log | 128.0 | 384 | 5.2715 | | No log | 129.0 | 387 | 5.3650 | | No log | 130.0 | 390 | 5.2730 | | No log | 131.0 | 393 | 5.5526 | | No log | 132.0 | 396 | 5.6488 | | No log | 133.0 | 399 | 5.3759 | | No log | 134.0 | 402 | 5.6901 | | No log | 135.0 | 405 | 5.6953 | | No log | 136.0 | 408 | 5.5353 | | No log | 137.0 | 411 | 5.3983 | | No log | 138.0 | 414 | 5.4914 | | No log | 139.0 | 417 | 5.6261 | | No log | 140.0 | 420 | 5.8345 | | No log | 141.0 | 423 | 5.6557 | | No log | 142.0 | 426 | 5.4710 | | No log | 143.0 | 429 | 5.6258 | | No log | 144.0 | 432 | 5.5411 | | No log | 145.0 | 435 | 5.3598 | | No log | 146.0 | 438 | 5.5702 | | No log | 147.0 | 441 | 5.7085 | | No log | 148.0 | 444 | 5.5727 | | No log | 149.0 | 447 | 5.2242 | | No log | 150.0 | 450 | 4.8414 | | No log | 151.0 | 453 | 5.1612 | | No log | 152.0 | 456 | 5.7066 | | No log | 153.0 | 459 | 5.5880 | | No log | 154.0 | 462 | 5.4925 | | No log | 155.0 | 465 | 5.0759 | | No log | 156.0 | 468 | 5.1087 | | No log | 157.0 | 471 | 4.8812 | | No log | 158.0 | 474 | 5.1039 | | No log | 159.0 | 477 | 5.3085 | | No log | 160.0 | 480 | 5.4673 | | No log | 161.0 | 483 | 5.4923 | | No log | 162.0 | 486 | 5.3763 | | No log | 163.0 | 489 | 5.3828 | | No log | 164.0 | 492 | 5.4743 | | No log | 165.0 | 495 | 5.5063 | | No log | 166.0 | 498 | 5.5266 | | 0.9626 | 167.0 | 501 | 5.6097 | | 0.9626 | 168.0 | 504 | 5.7058 | | 0.9626 | 169.0 | 507 | 5.6119 | | 0.9626 | 170.0 | 510 | 5.6548 | | 0.9626 | 171.0 | 513 | 5.5099 | | 0.9626 | 172.0 | 516 | 5.3342 | | 0.9626 | 173.0 | 519 | 5.2870 | | 0.9626 | 174.0 | 522 | 5.4253 | | 0.9626 | 175.0 | 525 | 5.7742 | | 0.9626 | 176.0 | 528 | 5.8432 | | 0.9626 | 177.0 | 531 | 5.5272 | | 0.9626 | 178.0 | 534 | 5.2450 | | 0.9626 | 179.0 | 537 | 5.1555 | | 0.9626 | 180.0 | 540 | 5.3367 | | 0.9626 | 181.0 | 543 | 5.2178 | | 0.9626 | 182.0 | 546 | 5.2961 | | 0.9626 | 183.0 | 549 | 5.6308 | | 0.9626 | 184.0 | 552 | 5.7983 | | 0.9626 | 185.0 | 555 | 5.5055 | | 0.9626 | 186.0 | 558 | 5.3565 | | 0.9626 | 187.0 | 561 | 5.7367 | | 0.9626 | 188.0 | 564 | 5.8478 | | 0.9626 | 189.0 | 567 | 5.5833 | | 0.9626 | 190.0 | 570 | 5.3557 | | 0.9626 | 191.0 | 573 | 5.2786 | | 0.9626 | 192.0 | 576 | 5.5348 | | 0.9626 | 193.0 | 579 | 5.8257 | | 0.9626 | 194.0 | 582 | 5.7645 | | 0.9626 | 195.0 | 585 | 5.7769 | | 0.9626 | 196.0 | 588 | 5.7062 | | 0.9626 | 197.0 | 591 | 5.7728 | | 0.9626 | 198.0 | 594 | 5.6809 | | 0.9626 | 199.0 | 597 | 5.4219 | | 0.9626 | 200.0 | 600 | 5.3080 | | 0.9626 | 201.0 | 603 | 5.4554 | | 0.9626 | 202.0 | 606 | 5.6018 | | 0.9626 | 203.0 | 609 | 5.6665 | | 0.9626 | 204.0 | 612 | 5.6521 | | 0.9626 | 205.0 | 615 | 5.7583 | | 0.9626 | 206.0 | 618 | 5.7746 | | 0.9626 | 207.0 | 621 | 5.6901 | | 0.9626 | 208.0 | 624 | 5.6424 | | 0.9626 | 209.0 | 627 | 5.5855 | | 0.9626 | 210.0 | 630 | 5.5050 | | 0.9626 | 211.0 | 633 | 5.5368 | | 0.9626 | 212.0 | 636 | 5.6645 | | 0.9626 | 213.0 | 639 | 5.6972 | | 0.9626 | 214.0 | 642 | 5.6844 | | 0.9626 | 215.0 | 645 | 5.5210 | | 0.9626 | 216.0 | 648 | 5.5874 | | 0.9626 | 217.0 | 651 | 5.6255 | | 0.9626 | 218.0 | 654 | 5.6134 | | 0.9626 | 219.0 | 657 | 5.6443 | | 0.9626 | 220.0 | 660 | 5.9667 | | 0.9626 | 221.0 | 663 | 5.9353 | | 0.9626 | 222.0 | 666 | 5.6914 | | 0.9626 | 223.0 | 669 | 5.5886 | | 0.9626 | 224.0 | 672 | 5.7343 | | 0.9626 | 225.0 | 675 | 5.7949 | | 0.9626 | 226.0 | 678 | 5.7133 | | 0.9626 | 227.0 | 681 | 5.5860 | | 0.9626 | 228.0 | 684 | 5.5021 | | 0.9626 | 229.0 | 687 | 5.6302 | | 0.9626 | 230.0 | 690 | 5.9072 | | 0.9626 | 231.0 | 693 | 6.0590 | | 0.9626 | 232.0 | 696 | 6.0463 | | 0.9626 | 233.0 | 699 | 5.8862 | | 0.9626 | 234.0 | 702 | 5.7384 | | 0.9626 | 235.0 | 705 | 5.6861 | | 0.9626 | 236.0 | 708 | 5.7841 | | 0.9626 | 237.0 | 711 | 5.7964 | | 0.9626 | 238.0 | 714 | 5.5671 | | 0.9626 | 239.0 | 717 | 5.2549 | | 0.9626 | 240.0 | 720 | 5.2110 | | 0.9626 | 241.0 | 723 | 5.4166 | | 0.9626 | 242.0 | 726 | 5.6924 | | 0.9626 | 243.0 | 729 | 5.9362 | | 0.9626 | 244.0 | 732 | 6.0487 | | 0.9626 | 245.0 | 735 | 6.0187 | | 0.9626 | 246.0 | 738 | 5.7336 | | 0.9626 | 247.0 | 741 | 5.4815 | | 0.9626 | 248.0 | 744 | 5.3905 | | 0.9626 | 249.0 | 747 | 5.4187 | | 0.9626 | 250.0 | 750 | 5.6042 | | 0.9626 | 251.0 | 753 | 5.7964 | | 0.9626 | 252.0 | 756 | 5.7236 | | 0.9626 | 253.0 | 759 | 5.6934 | | 0.9626 | 254.0 | 762 | 5.7492 | | 0.9626 | 255.0 | 765 | 5.7811 | | 0.9626 | 256.0 | 768 | 5.9179 | | 0.9626 | 257.0 | 771 | 6.1942 | | 0.9626 | 258.0 | 774 | 6.3682 | | 0.9626 | 259.0 | 777 | 6.1732 | | 0.9626 | 260.0 | 780 | 5.8047 | | 0.9626 | 261.0 | 783 | 5.5860 | | 0.9626 | 262.0 | 786 | 5.4698 | | 0.9626 | 263.0 | 789 | 5.4755 | | 0.9626 | 264.0 | 792 | 5.5021 | | 0.9626 | 265.0 | 795 | 5.5605 | | 0.9626 | 266.0 | 798 | 5.6283 | | 0.9626 | 267.0 | 801 | 5.6758 | | 0.9626 | 268.0 | 804 | 5.7635 | | 0.9626 | 269.0 | 807 | 5.8798 | | 0.9626 | 270.0 | 810 | 5.9836 | | 0.9626 | 271.0 | 813 | 6.0072 | | 0.9626 | 272.0 | 816 | 5.9569 | | 0.9626 | 273.0 | 819 | 5.7397 | | 0.9626 | 274.0 | 822 | 5.5503 | | 0.9626 | 275.0 | 825 | 5.4437 | | 0.9626 | 276.0 | 828 | 5.3607 | | 0.9626 | 277.0 | 831 | 5.4918 | | 0.9626 | 278.0 | 834 | 5.8039 | | 0.9626 | 279.0 | 837 | 6.2400 | | 0.9626 | 280.0 | 840 | 5.9827 | | 0.9626 | 281.0 | 843 | 5.5497 | | 0.9626 | 282.0 | 846 | 5.5525 | | 0.9626 | 283.0 | 849 | 5.8022 | | 0.9626 | 284.0 | 852 | 6.3791 | | 0.9626 | 285.0 | 855 | 6.7389 | | 0.9626 | 286.0 | 858 | 5.9089 | | 0.9626 | 287.0 | 861 | 5.7098 | | 0.9626 | 288.0 | 864 | 5.6714 | | 0.9626 | 289.0 | 867 | 5.8456 | | 0.9626 | 290.0 | 870 | 6.2535 | | 0.9626 | 291.0 | 873 | 5.9029 | | 0.9626 | 292.0 | 876 | 5.8216 | | 0.9626 | 293.0 | 879 | 5.7448 | | 0.9626 | 294.0 | 882 | 5.5862 | | 0.9626 | 295.0 | 885 | 5.7102 | | 0.9626 | 296.0 | 888 | 5.7558 | | 0.9626 | 297.0 | 891 | 5.7961 | | 0.9626 | 298.0 | 894 | 5.9028 | | 0.9626 | 299.0 | 897 | 6.0491 | | 0.9626 | 300.0 | 900 | 5.7925 | | 0.9626 | 301.0 | 903 | 5.4700 | | 0.9626 | 302.0 | 906 | 5.4588 | | 0.9626 | 303.0 | 909 | 5.6720 | | 0.9626 | 304.0 | 912 | 6.0230 | | 0.9626 | 305.0 | 915 | 6.4647 | | 0.9626 | 306.0 | 918 | 6.2420 | | 0.9626 | 307.0 | 921 | 5.8295 | | 0.9626 | 308.0 | 924 | 5.3617 | | 0.9626 | 309.0 | 927 | 4.9577 | | 0.9626 | 310.0 | 930 | 5.0150 | | 0.9626 | 311.0 | 933 | 5.2875 | | 0.9626 | 312.0 | 936 | 5.5462 | | 0.9626 | 313.0 | 939 | 5.7277 | | 0.9626 | 314.0 | 942 | 5.8906 | | 0.9626 | 315.0 | 945 | 5.9169 | | 0.9626 | 316.0 | 948 | 5.7673 | | 0.9626 | 317.0 | 951 | 5.6064 | | 0.9626 | 318.0 | 954 | 5.5556 | | 0.9626 | 319.0 | 957 | 5.6220 | | 0.9626 | 320.0 | 960 | 5.6146 | | 0.9626 | 321.0 | 963 | 5.3099 | | 0.9626 | 322.0 | 966 | 5.3364 | | 0.9626 | 323.0 | 969 | 5.4730 | | 0.9626 | 324.0 | 972 | 5.5880 | | 0.9626 | 325.0 | 975 | 5.6150 | | 0.9626 | 326.0 | 978 | 5.5781 | | 0.9626 | 327.0 | 981 | 5.5182 | | 0.9626 | 328.0 | 984 | 5.4356 | | 0.9626 | 329.0 | 987 | 5.3527 | | 0.9626 | 330.0 | 990 | 5.3635 | | 0.9626 | 331.0 | 993 | 5.4554 | | 0.9626 | 332.0 | 996 | 5.3901 | | 0.9626 | 333.0 | 999 | 5.3446 | | 0.5993 | 334.0 | 1002 | 5.3783 | | 0.5993 | 335.0 | 1005 | 5.4306 | | 0.5993 | 336.0 | 1008 | 5.4794 | | 0.5993 | 337.0 | 1011 | 5.4791 | | 0.5993 | 338.0 | 1014 | 5.4642 | | 0.5993 | 339.0 | 1017 | 5.4626 | | 0.5993 | 340.0 | 1020 | 5.4538 | | 0.5993 | 341.0 | 1023 | 5.5067 | | 0.5993 | 342.0 | 1026 | 5.5883 | | 0.5993 | 343.0 | 1029 | 5.7722 | | 0.5993 | 344.0 | 1032 | 5.8934 | | 0.5993 | 345.0 | 1035 | 5.9222 | | 0.5993 | 346.0 | 1038 | 6.1447 | | 0.5993 | 347.0 | 1041 | 6.0570 | | 0.5993 | 348.0 | 1044 | 5.8083 | | 0.5993 | 349.0 | 1047 | 5.7410 | | 0.5993 | 350.0 | 1050 | 5.7618 | | 0.5993 | 351.0 | 1053 | 5.7705 | | 0.5993 | 352.0 | 1056 | 5.6972 | | 0.5993 | 353.0 | 1059 | 5.5708 | | 0.5993 | 354.0 | 1062 | 5.4482 | | 0.5993 | 355.0 | 1065 | 5.4064 | | 0.5993 | 356.0 | 1068 | 5.4951 | | 0.5993 | 357.0 | 1071 | 5.6875 | | 0.5993 | 358.0 | 1074 | 5.6339 | | 0.5993 | 359.0 | 1077 | 5.5631 | | 0.5993 | 360.0 | 1080 | 5.4478 | | 0.5993 | 361.0 | 1083 | 5.2951 | | 0.5993 | 362.0 | 1086 | 5.1161 | | 0.5993 | 363.0 | 1089 | 5.1569 | | 0.5993 | 364.0 | 1092 | 5.4528 | | 0.5993 | 365.0 | 1095 | 5.7312 | | 0.5993 | 366.0 | 1098 | 5.8821 | | 0.5993 | 367.0 | 1101 | 5.8459 | | 0.5993 | 368.0 | 1104 | 5.6726 | | 0.5993 | 369.0 | 1107 | 5.5405 | | 0.5993 | 370.0 | 1110 | 5.4275 | | 0.5993 | 371.0 | 1113 | 5.4765 | | 0.5993 | 372.0 | 1116 | 5.7440 | | 0.5993 | 373.0 | 1119 | 6.0895 | | 0.5993 | 374.0 | 1122 | 6.2869 | | 0.5993 | 375.0 | 1125 | 5.9376 | | 0.5993 | 376.0 | 1128 | 5.6037 | | 0.5993 | 377.0 | 1131 | 5.4221 | | 0.5993 | 378.0 | 1134 | 5.3323 | | 0.5993 | 379.0 | 1137 | 5.3272 | | 0.5993 | 380.0 | 1140 | 5.3885 | | 0.5993 | 381.0 | 1143 | 5.5124 | | 0.5993 | 382.0 | 1146 | 5.6263 | | 0.5993 | 383.0 | 1149 | 5.7585 | | 0.5993 | 384.0 | 1152 | 6.0367 | | 0.5993 | 385.0 | 1155 | 5.5934 | | 0.5993 | 386.0 | 1158 | 5.2997 | | 0.5993 | 387.0 | 1161 | 5.2513 | | 0.5993 | 388.0 | 1164 | 5.4970 | | 0.5993 | 389.0 | 1167 | 5.7936 | | 0.5993 | 390.0 | 1170 | 6.3089 | | 0.5993 | 391.0 | 1173 | 6.2614 | | 0.5993 | 392.0 | 1176 | 5.8308 | | 0.5993 | 393.0 | 1179 | 5.6612 | | 0.5993 | 394.0 | 1182 | 5.6080 | | 0.5993 | 395.0 | 1185 | 5.7647 | | 0.5993 | 396.0 | 1188 | 5.9246 | | 0.5993 | 397.0 | 1191 | 6.0651 | | 0.5993 | 398.0 | 1194 | 5.8385 | | 0.5993 | 399.0 | 1197 | 5.7327 | | 0.5993 | 400.0 | 1200 | 5.6004 | | 0.5993 | 401.0 | 1203 | 5.5131 | | 0.5993 | 402.0 | 1206 | 5.4752 | | 0.5993 | 403.0 | 1209 | 5.5536 | | 0.5993 | 404.0 | 1212 | 5.5968 | | 0.5993 | 405.0 | 1215 | 5.5586 | | 0.5993 | 406.0 | 1218 | 5.4702 | | 0.5993 | 407.0 | 1221 | 5.4310 | | 0.5993 | 408.0 | 1224 | 5.3599 | | 0.5993 | 409.0 | 1227 | 5.3116 | | 0.5993 | 410.0 | 1230 | 5.2862 | | 0.5993 | 411.0 | 1233 | 5.2657 | | 0.5993 | 412.0 | 1236 | 5.3123 | | 0.5993 | 413.0 | 1239 | 5.3882 | | 0.5993 | 414.0 | 1242 | 5.4576 | | 0.5993 | 415.0 | 1245 | 5.5410 | | 0.5993 | 416.0 | 1248 | 5.5672 | | 0.5993 | 417.0 | 1251 | 5.4924 | | 0.5993 | 418.0 | 1254 | 5.4614 | | 0.5993 | 419.0 | 1257 | 5.4992 | | 0.5993 | 420.0 | 1260 | 5.5625 | | 0.5993 | 421.0 | 1263 | 5.6032 | | 0.5993 | 422.0 | 1266 | 5.6243 | | 0.5993 | 423.0 | 1269 | 5.6728 | | 0.5993 | 424.0 | 1272 | 5.7510 | | 0.5993 | 425.0 | 1275 | 5.8316 | | 0.5993 | 426.0 | 1278 | 5.8459 | | 0.5993 | 427.0 | 1281 | 5.8233 | | 0.5993 | 428.0 | 1284 | 5.8041 | | 0.5993 | 429.0 | 1287 | 5.7928 | | 0.5993 | 430.0 | 1290 | 5.9102 | | 0.5993 | 431.0 | 1293 | 5.9400 | | 0.5993 | 432.0 | 1296 | 5.9258 | | 0.5993 | 433.0 | 1299 | 5.9518 | | 0.5993 | 434.0 | 1302 | 5.9328 | | 0.5993 | 435.0 | 1305 | 5.9048 | | 0.5993 | 436.0 | 1308 | 5.8480 | | 0.5993 | 437.0 | 1311 | 5.7373 | | 0.5993 | 438.0 | 1314 | 5.7134 | | 0.5993 | 439.0 | 1317 | 5.7925 | | 0.5993 | 440.0 | 1320 | 5.8441 | | 0.5993 | 441.0 | 1323 | 5.8586 | | 0.5993 | 442.0 | 1326 | 5.8572 | | 0.5993 | 443.0 | 1329 | 5.8791 | | 0.5993 | 444.0 | 1332 | 5.8760 | | 0.5993 | 445.0 | 1335 | 5.8304 | | 0.5993 | 446.0 | 1338 | 5.7682 | | 0.5993 | 447.0 | 1341 | 5.7088 | | 0.5993 | 448.0 | 1344 | 5.7478 | | 0.5993 | 449.0 | 1347 | 5.7562 | | 0.5993 | 450.0 | 1350 | 5.7182 | | 0.5993 | 451.0 | 1353 | 5.6661 | | 0.5993 | 452.0 | 1356 | 5.6393 | | 0.5993 | 453.0 | 1359 | 5.5784 | | 0.5993 | 454.0 | 1362 | 5.3709 | | 0.5993 | 455.0 | 1365 | 5.2503 | | 0.5993 | 456.0 | 1368 | 5.2249 | | 0.5993 | 457.0 | 1371 | 5.4051 | | 0.5993 | 458.0 | 1374 | 5.6094 | | 0.5993 | 459.0 | 1377 | 5.7869 | | 0.5993 | 460.0 | 1380 | 5.9199 | | 0.5993 | 461.0 | 1383 | 5.9639 | | 0.5993 | 462.0 | 1386 | 5.9691 | | 0.5993 | 463.0 | 1389 | 5.9153 | | 0.5993 | 464.0 | 1392 | 5.7866 | | 0.5993 | 465.0 | 1395 | 5.5898 | | 0.5993 | 466.0 | 1398 | 5.4537 | | 0.5993 | 467.0 | 1401 | 5.3700 | | 0.5993 | 468.0 | 1404 | 5.3751 | | 0.5993 | 469.0 | 1407 | 5.3956 | | 0.5993 | 470.0 | 1410 | 5.4520 | | 0.5993 | 471.0 | 1413 | 5.6162 | | 0.5993 | 472.0 | 1416 | 5.7741 | | 0.5993 | 473.0 | 1419 | 5.8836 | | 0.5993 | 474.0 | 1422 | 5.9866 | | 0.5993 | 475.0 | 1425 | 6.0514 | | 0.5993 | 476.0 | 1428 | 6.0535 | | 0.5993 | 477.0 | 1431 | 6.0336 | | 0.5993 | 478.0 | 1434 | 6.0041 | | 0.5993 | 479.0 | 1437 | 5.9570 | | 0.5993 | 480.0 | 1440 | 5.9294 | | 0.5993 | 481.0 | 1443 | 5.8618 | | 0.5993 | 482.0 | 1446 | 5.7985 | | 0.5993 | 483.0 | 1449 | 5.7649 | | 0.5993 | 484.0 | 1452 | 5.7789 | | 0.5993 | 485.0 | 1455 | 5.7765 | | 0.5993 | 486.0 | 1458 | 5.8054 | | 0.5993 | 487.0 | 1461 | 5.8311 | | 0.5993 | 488.0 | 1464 | 5.8436 | | 0.5993 | 489.0 | 1467 | 5.8443 | | 0.5993 | 490.0 | 1470 | 5.8196 | | 0.5993 | 491.0 | 1473 | 5.7974 | | 0.5993 | 492.0 | 1476 | 5.8441 | | 0.5993 | 493.0 | 1479 | 5.9647 | | 0.5993 | 494.0 | 1482 | 6.0314 | | 0.5993 | 495.0 | 1485 | 6.0491 | | 0.5993 | 496.0 | 1488 | 6.0543 | | 0.5993 | 497.0 | 1491 | 6.0228 | | 0.5993 | 498.0 | 1494 | 5.9230 | | 0.5993 | 499.0 | 1497 | 5.7917 | | 0.5989 | 500.0 | 1500 | 5.6665 | | 0.5989 | 501.0 | 1503 | 5.5716 | | 0.5989 | 502.0 | 1506 | 5.6449 | | 0.5989 | 503.0 | 1509 | 5.7081 | | 0.5989 | 504.0 | 1512 | 5.7447 | | 0.5989 | 505.0 | 1515 | 5.7599 | | 0.5989 | 506.0 | 1518 | 5.8102 | | 0.5989 | 507.0 | 1521 | 5.8193 | | 0.5989 | 508.0 | 1524 | 5.8317 | | 0.5989 | 509.0 | 1527 | 5.8781 | | 0.5989 | 510.0 | 1530 | 5.8215 | | 0.5989 | 511.0 | 1533 | 5.7121 | | 0.5989 | 512.0 | 1536 | 5.5765 | | 0.5989 | 513.0 | 1539 | 5.4906 | | 0.5989 | 514.0 | 1542 | 5.4441 | | 0.5989 | 515.0 | 1545 | 5.4201 | | 0.5989 | 516.0 | 1548 | 5.4155 | | 0.5989 | 517.0 | 1551 | 5.4295 | | 0.5989 | 518.0 | 1554 | 5.4522 | | 0.5989 | 519.0 | 1557 | 5.4818 | | 0.5989 | 520.0 | 1560 | 5.5004 | | 0.5989 | 521.0 | 1563 | 5.5005 | | 0.5989 | 522.0 | 1566 | 5.5116 | | 0.5989 | 523.0 | 1569 | 5.5320 | | 0.5989 | 524.0 | 1572 | 5.5556 | | 0.5989 | 525.0 | 1575 | 5.5624 | | 0.5989 | 526.0 | 1578 | 5.5517 | | 0.5989 | 527.0 | 1581 | 5.5346 | | 0.5989 | 528.0 | 1584 | 5.5168 | | 0.5989 | 529.0 | 1587 | 5.5326 | | 0.5989 | 530.0 | 1590 | 5.5668 | | 0.5989 | 531.0 | 1593 | 5.5919 | | 0.5989 | 532.0 | 1596 | 5.6231 | | 0.5989 | 533.0 | 1599 | 5.6618 | | 0.5989 | 534.0 | 1602 | 5.6814 | | 0.5989 | 535.0 | 1605 | 5.6836 | | 0.5989 | 536.0 | 1608 | 5.6819 | | 0.5989 | 537.0 | 1611 | 5.6891 | | 0.5989 | 538.0 | 1614 | 5.6871 | | 0.5989 | 539.0 | 1617 | 5.6958 | | 0.5989 | 540.0 | 1620 | 5.7133 | | 0.5989 | 541.0 | 1623 | 5.7269 | | 0.5989 | 542.0 | 1626 | 5.7310 | | 0.5989 | 543.0 | 1629 | 5.7368 | | 0.5989 | 544.0 | 1632 | 5.8341 | | 0.5989 | 545.0 | 1635 | 5.9563 | | 0.5989 | 546.0 | 1638 | 6.0104 | | 0.5989 | 547.0 | 1641 | 5.9823 | | 0.5989 | 548.0 | 1644 | 5.9554 | | 0.5989 | 549.0 | 1647 | 5.8786 | | 0.5989 | 550.0 | 1650 | 5.8074 | | 0.5989 | 551.0 | 1653 | 5.7504 | | 0.5989 | 552.0 | 1656 | 5.7026 | | 0.5989 | 553.0 | 1659 | 5.6552 | | 0.5989 | 554.0 | 1662 | 5.6232 | | 0.5989 | 555.0 | 1665 | 5.6048 | | 0.5989 | 556.0 | 1668 | 5.5844 | | 0.5989 | 557.0 | 1671 | 5.5743 | | 0.5989 | 558.0 | 1674 | 5.6240 | | 0.5989 | 559.0 | 1677 | 5.5789 | | 0.5989 | 560.0 | 1680 | 5.6054 | | 0.5989 | 561.0 | 1683 | 5.6537 | | 0.5989 | 562.0 | 1686 | 5.7233 | | 0.5989 | 563.0 | 1689 | 5.8112 | | 0.5989 | 564.0 | 1692 | 5.8399 | | 0.5989 | 565.0 | 1695 | 5.8439 | | 0.5989 | 566.0 | 1698 | 5.8377 | | 0.5989 | 567.0 | 1701 | 5.8439 | | 0.5989 | 568.0 | 1704 | 5.7663 | | 0.5989 | 569.0 | 1707 | 5.7186 | | 0.5989 | 570.0 | 1710 | 5.6732 | | 0.5989 | 571.0 | 1713 | 5.6583 | | 0.5989 | 572.0 | 1716 | 5.6221 | | 0.5989 | 573.0 | 1719 | 5.5685 | | 0.5989 | 574.0 | 1722 | 5.5436 | | 0.5989 | 575.0 | 1725 | 5.6440 | | 0.5989 | 576.0 | 1728 | 5.7316 | | 0.5989 | 577.0 | 1731 | 5.8156 | | 0.5989 | 578.0 | 1734 | 5.7837 | | 0.5989 | 579.0 | 1737 | 5.5954 | | 0.5989 | 580.0 | 1740 | 5.4828 | | 0.5989 | 581.0 | 1743 | 5.5435 | | 0.5989 | 582.0 | 1746 | 5.5503 | | 0.5989 | 583.0 | 1749 | 5.5725 | | 0.5989 | 584.0 | 1752 | 5.4932 | | 0.5989 | 585.0 | 1755 | 5.4785 | | 0.5989 | 586.0 | 1758 | 5.5084 | | 0.5989 | 587.0 | 1761 | 5.5705 | | 0.5989 | 588.0 | 1764 | 5.6281 | | 0.5989 | 589.0 | 1767 | 5.6490 | | 0.5989 | 590.0 | 1770 | 5.6242 | | 0.5989 | 591.0 | 1773 | 5.5676 | | 0.5989 | 592.0 | 1776 | 5.5537 | | 0.5989 | 593.0 | 1779 | 5.5501 | | 0.5989 | 594.0 | 1782 | 5.5493 | | 0.5989 | 595.0 | 1785 | 5.5406 | | 0.5989 | 596.0 | 1788 | 5.5269 | | 0.5989 | 597.0 | 1791 | 5.5071 | | 0.5989 | 598.0 | 1794 | 5.4852 | | 0.5989 | 599.0 | 1797 | 5.4659 | | 0.5989 | 600.0 | 1800 | 5.4424 | | 0.5989 | 601.0 | 1803 | 5.4162 | | 0.5989 | 602.0 | 1806 | 5.4022 | | 0.5989 | 603.0 | 1809 | 5.4035 | | 0.5989 | 604.0 | 1812 | 5.4064 | | 0.5989 | 605.0 | 1815 | 5.4068 | | 0.5989 | 606.0 | 1818 | 5.4115 | | 0.5989 | 607.0 | 1821 | 5.4176 | | 0.5989 | 608.0 | 1824 | 5.4145 | | 0.5989 | 609.0 | 1827 | 5.4139 | | 0.5989 | 610.0 | 1830 | 5.4203 | | 0.5989 | 611.0 | 1833 | 5.4295 | | 0.5989 | 612.0 | 1836 | 5.4453 | | 0.5989 | 613.0 | 1839 | 5.4575 | | 0.5989 | 614.0 | 1842 | 5.4645 | | 0.5989 | 615.0 | 1845 | 5.4703 | | 0.5989 | 616.0 | 1848 | 5.5034 | | 0.5989 | 617.0 | 1851 | 5.5715 | | 0.5989 | 618.0 | 1854 | 5.6290 | | 0.5989 | 619.0 | 1857 | 5.6525 | | 0.5989 | 620.0 | 1860 | 5.6161 | | 0.5989 | 621.0 | 1863 | 5.5780 | | 0.5989 | 622.0 | 1866 | 5.5542 | | 0.5989 | 623.0 | 1869 | 5.6009 | | 0.5989 | 624.0 | 1872 | 5.7728 | | 0.5989 | 625.0 | 1875 | 5.9367 | | 0.5989 | 626.0 | 1878 | 6.0806 | | 0.5989 | 627.0 | 1881 | 6.0229 | | 0.5989 | 628.0 | 1884 | 5.9066 | | 0.5989 | 629.0 | 1887 | 5.7914 | | 0.5989 | 630.0 | 1890 | 5.7465 | | 0.5989 | 631.0 | 1893 | 5.7362 | | 0.5989 | 632.0 | 1896 | 5.7263 | | 0.5989 | 633.0 | 1899 | 5.7551 | | 0.5989 | 634.0 | 1902 | 5.8519 | | 0.5989 | 635.0 | 1905 | 5.8798 | | 0.5989 | 636.0 | 1908 | 5.8708 | | 0.5989 | 637.0 | 1911 | 5.8508 | | 0.5989 | 638.0 | 1914 | 5.8248 | | 0.5989 | 639.0 | 1917 | 5.7868 | | 0.5989 | 640.0 | 1920 | 5.7357 | | 0.5989 | 641.0 | 1923 | 5.6146 | | 0.5989 | 642.0 | 1926 | 5.5251 | | 0.5989 | 643.0 | 1929 | 5.4541 | | 0.5989 | 644.0 | 1932 | 5.4036 | | 0.5989 | 645.0 | 1935 | 5.3704 | | 0.5989 | 646.0 | 1938 | 5.4213 | | 0.5989 | 647.0 | 1941 | 5.4369 | | 0.5989 | 648.0 | 1944 | 5.4765 | | 0.5989 | 649.0 | 1947 | 5.5116 | | 0.5989 | 650.0 | 1950 | 5.5560 | | 0.5989 | 651.0 | 1953 | 5.5961 | | 0.5989 | 652.0 | 1956 | 5.5747 | | 0.5989 | 653.0 | 1959 | 5.5212 | | 0.5989 | 654.0 | 1962 | 5.4876 | | 0.5989 | 655.0 | 1965 | 5.4721 | | 0.5989 | 656.0 | 1968 | 5.4778 | | 0.5989 | 657.0 | 1971 | 5.4154 | | 0.5989 | 658.0 | 1974 | 5.3672 | | 0.5989 | 659.0 | 1977 | 5.3911 | | 0.5989 | 660.0 | 1980 | 5.4908 | | 0.5989 | 661.0 | 1983 | 5.6000 | | 0.5989 | 662.0 | 1986 | 5.6974 | | 0.5989 | 663.0 | 1989 | 5.5992 | | 0.5989 | 664.0 | 1992 | 5.4948 | | 0.5989 | 665.0 | 1995 | 5.4234 | | 0.5989 | 666.0 | 1998 | 5.3805 | | 0.5943 | 667.0 | 2001 | 5.3588 | | 0.5943 | 668.0 | 2004 | 5.3593 | | 0.5943 | 669.0 | 2007 | 5.3728 | | 0.5943 | 670.0 | 2010 | 5.4896 | | 0.5943 | 671.0 | 2013 | 5.5719 | | 0.5943 | 672.0 | 2016 | 5.6211 | | 0.5943 | 673.0 | 2019 | 5.6451 | | 0.5943 | 674.0 | 2022 | 5.6532 | | 0.5943 | 675.0 | 2025 | 5.6509 | | 0.5943 | 676.0 | 2028 | 5.6365 | | 0.5943 | 677.0 | 2031 | 5.6065 | | 0.5943 | 678.0 | 2034 | 5.5860 | | 0.5943 | 679.0 | 2037 | 5.5719 | | 0.5943 | 680.0 | 2040 | 5.5616 | | 0.5943 | 681.0 | 2043 | 5.5563 | | 0.5943 | 682.0 | 2046 | 5.5536 | | 0.5943 | 683.0 | 2049 | 5.5537 | | 0.5943 | 684.0 | 2052 | 5.5480 | | 0.5943 | 685.0 | 2055 | 5.5336 | | 0.5943 | 686.0 | 2058 | 5.5181 | | 0.5943 | 687.0 | 2061 | 5.5519 | | 0.5943 | 688.0 | 2064 | 5.5789 | | 0.5943 | 689.0 | 2067 | 5.6070 | | 0.5943 | 690.0 | 2070 | 5.6282 | | 0.5943 | 691.0 | 2073 | 5.6382 | | 0.5943 | 692.0 | 2076 | 5.6444 | | 0.5943 | 693.0 | 2079 | 5.6530 | | 0.5943 | 694.0 | 2082 | 5.6658 | | 0.5943 | 695.0 | 2085 | 5.6758 | | 0.5943 | 696.0 | 2088 | 5.6836 | | 0.5943 | 697.0 | 2091 | 5.6923 | | 0.5943 | 698.0 | 2094 | 5.7027 | | 0.5943 | 699.0 | 2097 | 5.7010 | | 0.5943 | 700.0 | 2100 | 5.6876 | | 0.5943 | 701.0 | 2103 | 5.6627 | | 0.5943 | 702.0 | 2106 | 5.6114 | | 0.5943 | 703.0 | 2109 | 5.5729 | | 0.5943 | 704.0 | 2112 | 5.5447 | | 0.5943 | 705.0 | 2115 | 5.5115 | | 0.5943 | 706.0 | 2118 | 5.5039 | | 0.5943 | 707.0 | 2121 | 5.5111 | | 0.5943 | 708.0 | 2124 | 5.5263 | | 0.5943 | 709.0 | 2127 | 5.5381 | | 0.5943 | 710.0 | 2130 | 5.5412 | | 0.5943 | 711.0 | 2133 | 5.5327 | | 0.5943 | 712.0 | 2136 | 5.5315 | | 0.5943 | 713.0 | 2139 | 5.5324 | | 0.5943 | 714.0 | 2142 | 5.5307 | | 0.5943 | 715.0 | 2145 | 5.5309 | | 0.5943 | 716.0 | 2148 | 5.5247 | | 0.5943 | 717.0 | 2151 | 5.5038 | | 0.5943 | 718.0 | 2154 | 5.4872 | | 0.5943 | 719.0 | 2157 | 5.4731 | | 0.5943 | 720.0 | 2160 | 5.4751 | | 0.5943 | 721.0 | 2163 | 5.4913 | | 0.5943 | 722.0 | 2166 | 5.5224 | | 0.5943 | 723.0 | 2169 | 5.5577 | | 0.5943 | 724.0 | 2172 | 5.5872 | | 0.5943 | 725.0 | 2175 | 5.5797 | | 0.5943 | 726.0 | 2178 | 5.5374 | | 0.5943 | 727.0 | 2181 | 5.5056 | | 0.5943 | 728.0 | 2184 | 5.4855 | | 0.5943 | 729.0 | 2187 | 5.4722 | | 0.5943 | 730.0 | 2190 | 5.4549 | | 0.5943 | 731.0 | 2193 | 5.4413 | | 0.5943 | 732.0 | 2196 | 5.4276 | | 0.5943 | 733.0 | 2199 | 5.4174 | | 0.5943 | 734.0 | 2202 | 5.4178 | | 0.5943 | 735.0 | 2205 | 5.4265 | | 0.5943 | 736.0 | 2208 | 5.4378 | | 0.5943 | 737.0 | 2211 | 5.4377 | | 0.5943 | 738.0 | 2214 | 5.4482 | | 0.5943 | 739.0 | 2217 | 5.4601 | | 0.5943 | 740.0 | 2220 | 5.4723 | | 0.5943 | 741.0 | 2223 | 5.5016 | | 0.5943 | 742.0 | 2226 | 5.5556 | | 0.5943 | 743.0 | 2229 | 5.5645 | | 0.5943 | 744.0 | 2232 | 5.5765 | | 0.5943 | 745.0 | 2235 | 5.5959 | | 0.5943 | 746.0 | 2238 | 5.6354 | | 0.5943 | 747.0 | 2241 | 5.7169 | | 0.5943 | 748.0 | 2244 | 5.6254 | | 0.5943 | 749.0 | 2247 | 5.6293 | | 0.5943 | 750.0 | 2250 | 5.6073 | | 0.5943 | 751.0 | 2253 | 5.6264 | | 0.5943 | 752.0 | 2256 | 5.6045 | | 0.5943 | 753.0 | 2259 | 5.5336 | | 0.5943 | 754.0 | 2262 | 5.4837 | | 0.5943 | 755.0 | 2265 | 5.4531 | | 0.5943 | 756.0 | 2268 | 5.4403 | | 0.5943 | 757.0 | 2271 | 5.4554 | | 0.5943 | 758.0 | 2274 | 5.4988 | | 0.5943 | 759.0 | 2277 | 5.5702 | | 0.5943 | 760.0 | 2280 | 5.6264 | | 0.5943 | 761.0 | 2283 | 5.6676 | | 0.5943 | 762.0 | 2286 | 5.6991 | | 0.5943 | 763.0 | 2289 | 5.7244 | | 0.5943 | 764.0 | 2292 | 5.7504 | | 0.5943 | 765.0 | 2295 | 5.7680 | | 0.5943 | 766.0 | 2298 | 5.8258 | | 0.5943 | 767.0 | 2301 | 5.8038 | | 0.5943 | 768.0 | 2304 | 5.7846 | | 0.5943 | 769.0 | 2307 | 5.7824 | | 0.5943 | 770.0 | 2310 | 5.7728 | | 0.5943 | 771.0 | 2313 | 5.7735 | | 0.5943 | 772.0 | 2316 | 5.8200 | | 0.5943 | 773.0 | 2319 | 5.8467 | | 0.5943 | 774.0 | 2322 | 5.8606 | | 0.5943 | 775.0 | 2325 | 5.8710 | | 0.5943 | 776.0 | 2328 | 5.8715 | | 0.5943 | 777.0 | 2331 | 5.8702 | | 0.5943 | 778.0 | 2334 | 5.8695 | | 0.5943 | 779.0 | 2337 | 5.8538 | | 0.5943 | 780.0 | 2340 | 5.8159 | | 0.5943 | 781.0 | 2343 | 5.7849 | | 0.5943 | 782.0 | 2346 | 5.7608 | | 0.5943 | 783.0 | 2349 | 5.7287 | | 0.5943 | 784.0 | 2352 | 5.7020 | | 0.5943 | 785.0 | 2355 | 5.6789 | | 0.5943 | 786.0 | 2358 | 5.6600 | | 0.5943 | 787.0 | 2361 | 5.6445 | | 0.5943 | 788.0 | 2364 | 5.6284 | | 0.5943 | 789.0 | 2367 | 5.6173 | | 0.5943 | 790.0 | 2370 | 5.6107 | | 0.5943 | 791.0 | 2373 | 5.6048 | | 0.5943 | 792.0 | 2376 | 5.6013 | | 0.5943 | 793.0 | 2379 | 5.5992 | | 0.5943 | 794.0 | 2382 | 5.5966 | | 0.5943 | 795.0 | 2385 | 5.5965 | | 0.5943 | 796.0 | 2388 | 5.5962 | | 0.5943 | 797.0 | 2391 | 5.6165 | | 0.5943 | 798.0 | 2394 | 5.6628 | | 0.5943 | 799.0 | 2397 | 5.6959 | | 0.5943 | 800.0 | 2400 | 5.7183 | | 0.5943 | 801.0 | 2403 | 5.7403 | | 0.5943 | 802.0 | 2406 | 5.7411 | | 0.5943 | 803.0 | 2409 | 5.7291 | | 0.5943 | 804.0 | 2412 | 5.7099 | | 0.5943 | 805.0 | 2415 | 5.6763 | | 0.5943 | 806.0 | 2418 | 5.6343 | | 0.5943 | 807.0 | 2421 | 5.6023 | | 0.5943 | 808.0 | 2424 | 5.5799 | | 0.5943 | 809.0 | 2427 | 5.5539 | | 0.5943 | 810.0 | 2430 | 5.5337 | | 0.5943 | 811.0 | 2433 | 5.5186 | | 0.5943 | 812.0 | 2436 | 5.4974 | | 0.5943 | 813.0 | 2439 | 5.4792 | | 0.5943 | 814.0 | 2442 | 5.4706 | | 0.5943 | 815.0 | 2445 | 5.4681 | | 0.5943 | 816.0 | 2448 | 5.4657 | | 0.5943 | 817.0 | 2451 | 5.4684 | | 0.5943 | 818.0 | 2454 | 5.4786 | | 0.5943 | 819.0 | 2457 | 5.4986 | | 0.5943 | 820.0 | 2460 | 5.5182 | | 0.5943 | 821.0 | 2463 | 5.5310 | | 0.5943 | 822.0 | 2466 | 5.5378 | | 0.5943 | 823.0 | 2469 | 5.5491 | | 0.5943 | 824.0 | 2472 | 5.5418 | | 0.5943 | 825.0 | 2475 | 5.5207 | | 0.5943 | 826.0 | 2478 | 5.5200 | | 0.5943 | 827.0 | 2481 | 5.5206 | | 0.5943 | 828.0 | 2484 | 5.5249 | | 0.5943 | 829.0 | 2487 | 5.5324 | | 0.5943 | 830.0 | 2490 | 5.5401 | | 0.5943 | 831.0 | 2493 | 5.5499 | | 0.5943 | 832.0 | 2496 | 5.5584 | | 0.5943 | 833.0 | 2499 | 5.5639 | | 0.5968 | 834.0 | 2502 | 5.5680 | | 0.5968 | 835.0 | 2505 | 5.5849 | | 0.5968 | 836.0 | 2508 | 5.6096 | | 0.5968 | 837.0 | 2511 | 5.6336 | | 0.5968 | 838.0 | 2514 | 5.6567 | | 0.5968 | 839.0 | 2517 | 5.6727 | | 0.5968 | 840.0 | 2520 | 5.6888 | | 0.5968 | 841.0 | 2523 | 5.6830 | | 0.5968 | 842.0 | 2526 | 5.6682 | | 0.5968 | 843.0 | 2529 | 5.6597 | | 0.5968 | 844.0 | 2532 | 5.6581 | | 0.5968 | 845.0 | 2535 | 5.6661 | | 0.5968 | 846.0 | 2538 | 5.6742 | | 0.5968 | 847.0 | 2541 | 5.6779 | | 0.5968 | 848.0 | 2544 | 5.6928 | | 0.5968 | 849.0 | 2547 | 5.6980 | | 0.5968 | 850.0 | 2550 | 5.6799 | | 0.5968 | 851.0 | 2553 | 5.6561 | | 0.5968 | 852.0 | 2556 | 5.6351 | | 0.5968 | 853.0 | 2559 | 5.6224 | | 0.5968 | 854.0 | 2562 | 5.6176 | | 0.5968 | 855.0 | 2565 | 5.6158 | | 0.5968 | 856.0 | 2568 | 5.6243 | | 0.5968 | 857.0 | 2571 | 5.6255 | | 0.5968 | 858.0 | 2574 | 5.6302 | | 0.5968 | 859.0 | 2577 | 5.6440 | | 0.5968 | 860.0 | 2580 | 5.6714 | | 0.5968 | 861.0 | 2583 | 5.7181 | | 0.5968 | 862.0 | 2586 | 5.7487 | | 0.5968 | 863.0 | 2589 | 5.7701 | | 0.5968 | 864.0 | 2592 | 5.7817 | | 0.5968 | 865.0 | 2595 | 5.7876 | | 0.5968 | 866.0 | 2598 | 5.7799 | | 0.5968 | 867.0 | 2601 | 5.7690 | | 0.5968 | 868.0 | 2604 | 5.7548 | | 0.5968 | 869.0 | 2607 | 5.7424 | | 0.5968 | 870.0 | 2610 | 5.7319 | | 0.5968 | 871.0 | 2613 | 5.7233 | | 0.5968 | 872.0 | 2616 | 5.7180 | | 0.5968 | 873.0 | 2619 | 5.7140 | | 0.5968 | 874.0 | 2622 | 5.7158 | | 0.5968 | 875.0 | 2625 | 5.7190 | | 0.5968 | 876.0 | 2628 | 5.7185 | | 0.5968 | 877.0 | 2631 | 5.7168 | | 0.5968 | 878.0 | 2634 | 5.7137 | | 0.5968 | 879.0 | 2637 | 5.7008 | | 0.5968 | 880.0 | 2640 | 5.6844 | | 0.5968 | 881.0 | 2643 | 5.6687 | | 0.5968 | 882.0 | 2646 | 5.6556 | | 0.5968 | 883.0 | 2649 | 5.6467 | | 0.5968 | 884.0 | 2652 | 5.6427 | | 0.5968 | 885.0 | 2655 | 5.6436 | | 0.5968 | 886.0 | 2658 | 5.6465 | | 0.5968 | 887.0 | 2661 | 5.6500 | | 0.5968 | 888.0 | 2664 | 5.6542 | | 0.5968 | 889.0 | 2667 | 5.6564 | | 0.5968 | 890.0 | 2670 | 5.6576 | | 0.5968 | 891.0 | 2673 | 5.6579 | | 0.5968 | 892.0 | 2676 | 5.6567 | | 0.5968 | 893.0 | 2679 | 5.6525 | | 0.5968 | 894.0 | 2682 | 5.6488 | | 0.5968 | 895.0 | 2685 | 5.6457 | | 0.5968 | 896.0 | 2688 | 5.6449 | | 0.5968 | 897.0 | 2691 | 5.6425 | | 0.5968 | 898.0 | 2694 | 5.6397 | | 0.5968 | 899.0 | 2697 | 5.6268 | | 0.5968 | 900.0 | 2700 | 5.6164 | | 0.5968 | 901.0 | 2703 | 5.6098 | | 0.5968 | 902.0 | 2706 | 5.6029 | | 0.5968 | 903.0 | 2709 | 5.5962 | | 0.5968 | 904.0 | 2712 | 5.5914 | | 0.5968 | 905.0 | 2715 | 5.5872 | | 0.5968 | 906.0 | 2718 | 5.5847 | | 0.5968 | 907.0 | 2721 | 5.5854 | | 0.5968 | 908.0 | 2724 | 5.5831 | | 0.5968 | 909.0 | 2727 | 5.6102 | | 0.5968 | 910.0 | 2730 | 5.6330 | | 0.5968 | 911.0 | 2733 | 5.6506 | | 0.5968 | 912.0 | 2736 | 5.6622 | | 0.5968 | 913.0 | 2739 | 5.6651 | | 0.5968 | 914.0 | 2742 | 5.6672 | | 0.5968 | 915.0 | 2745 | 5.6660 | | 0.5968 | 916.0 | 2748 | 5.6654 | | 0.5968 | 917.0 | 2751 | 5.6672 | | 0.5968 | 918.0 | 2754 | 5.6690 | | 0.5968 | 919.0 | 2757 | 5.6710 | | 0.5968 | 920.0 | 2760 | 5.6919 | | 0.5968 | 921.0 | 2763 | 5.7070 | | 0.5968 | 922.0 | 2766 | 5.7179 | | 0.5968 | 923.0 | 2769 | 5.7230 | | 0.5968 | 924.0 | 2772 | 5.7269 | | 0.5968 | 925.0 | 2775 | 5.7280 | | 0.5968 | 926.0 | 2778 | 5.7262 | | 0.5968 | 927.0 | 2781 | 5.7240 | | 0.5968 | 928.0 | 2784 | 5.7216 | | 0.5968 | 929.0 | 2787 | 5.7177 | | 0.5968 | 930.0 | 2790 | 5.7144 | | 0.5968 | 931.0 | 2793 | 5.7125 | | 0.5968 | 932.0 | 2796 | 5.7085 | | 0.5968 | 933.0 | 2799 | 5.7050 | | 0.5968 | 934.0 | 2802 | 5.7010 | | 0.5968 | 935.0 | 2805 | 5.6980 | | 0.5968 | 936.0 | 2808 | 5.6966 | | 0.5968 | 937.0 | 2811 | 5.6950 | | 0.5968 | 938.0 | 2814 | 5.6912 | | 0.5968 | 939.0 | 2817 | 5.6834 | | 0.5968 | 940.0 | 2820 | 5.6776 | | 0.5968 | 941.0 | 2823 | 5.6730 | | 0.5968 | 942.0 | 2826 | 5.6699 | | 0.5968 | 943.0 | 2829 | 5.6676 | | 0.5968 | 944.0 | 2832 | 5.6639 | | 0.5968 | 945.0 | 2835 | 5.6615 | | 0.5968 | 946.0 | 2838 | 5.6605 | | 0.5968 | 947.0 | 2841 | 5.6597 | | 0.5968 | 948.0 | 2844 | 5.6589 | | 0.5968 | 949.0 | 2847 | 5.6577 | | 0.5968 | 950.0 | 2850 | 5.6567 | | 0.5968 | 951.0 | 2853 | 5.6541 | | 0.5968 | 952.0 | 2856 | 5.6521 | | 0.5968 | 953.0 | 2859 | 5.6492 | | 0.5968 | 954.0 | 2862 | 5.6463 | | 0.5968 | 955.0 | 2865 | 5.6436 | | 0.5968 | 956.0 | 2868 | 5.6384 | | 0.5968 | 957.0 | 2871 | 5.6343 | | 0.5968 | 958.0 | 2874 | 5.6311 | | 0.5968 | 959.0 | 2877 | 5.6270 | | 0.5968 | 960.0 | 2880 | 5.6207 | | 0.5968 | 961.0 | 2883 | 5.6163 | | 0.5968 | 962.0 | 2886 | 5.6132 | | 0.5968 | 963.0 | 2889 | 5.6111 | | 0.5968 | 964.0 | 2892 | 5.6102 | | 0.5968 | 965.0 | 2895 | 5.6094 | | 0.5968 | 966.0 | 2898 | 5.6085 | | 0.5968 | 967.0 | 2901 | 5.6081 | | 0.5968 | 968.0 | 2904 | 5.6087 | | 0.5968 | 969.0 | 2907 | 5.6086 | | 0.5968 | 970.0 | 2910 | 5.6086 | | 0.5968 | 971.0 | 2913 | 5.6087 | | 0.5968 | 972.0 | 2916 | 5.6088 | | 0.5968 | 973.0 | 2919 | 5.6091 | | 0.5968 | 974.0 | 2922 | 5.6095 | | 0.5968 | 975.0 | 2925 | 5.6134 | | 0.5968 | 976.0 | 2928 | 5.6172 | | 0.5968 | 977.0 | 2931 | 5.6200 | | 0.5968 | 978.0 | 2934 | 5.6222 | | 0.5968 | 979.0 | 2937 | 5.6254 | | 0.5968 | 980.0 | 2940 | 5.6306 | | 0.5968 | 981.0 | 2943 | 5.6340 | | 0.5968 | 982.0 | 2946 | 5.6366 | | 0.5968 | 983.0 | 2949 | 5.6381 | | 0.5968 | 984.0 | 2952 | 5.6395 | | 0.5968 | 985.0 | 2955 | 5.6407 | | 0.5968 | 986.0 | 2958 | 5.6415 | | 0.5968 | 987.0 | 2961 | 5.6419 | | 0.5968 | 988.0 | 2964 | 5.6419 | | 0.5968 | 989.0 | 2967 | 5.6419 | | 0.5968 | 990.0 | 2970 | 5.6421 | | 0.5968 | 991.0 | 2973 | 5.6422 | | 0.5968 | 992.0 | 2976 | 5.6421 | | 0.5968 | 993.0 | 2979 | 5.6420 | | 0.5968 | 994.0 | 2982 | 5.6435 | | 0.5968 | 995.0 | 2985 | 5.6445 | | 0.5968 | 996.0 | 2988 | 5.6449 | | 0.5968 | 997.0 | 2991 | 5.6452 | | 0.5968 | 998.0 | 2994 | 5.6453 | | 0.5968 | 999.0 | 2997 | 5.6452 | | 0.5974 | 1000.0 | 3000 | 5.6452 | ### Framework versions - Transformers 4.36.2 - Pytorch 2.1.2+cu121 - Datasets 2.14.7 - Tokenizers 0.15.0