--- license: apache-2.0 tags: - generated_from_trainer metrics: - rouge model-index: - name: t5-small-replycomments-finetuned-xsum results: [] --- # t5-small-replycomments-finetuned-xsum This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset. It achieves the following results on the evaluation set: - Loss: 0.8890 - Rouge1: 12.9383 - Rouge2: 6.7748 - Rougel: 11.9545 - Rougelsum: 12.8783 - Gen Len: 19.0 ## 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: 16 - eval_batch_size: 16 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 500 ### Training results | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len | |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:-------:|:---------:|:-------:| | No log | 1.0 | 7 | 7.4321 | 4.7237 | 1.8349 | 4.6462 | 4.3875 | 14.6667 | | No log | 2.0 | 14 | 4.7936 | 5.4452 | 1.8349 | 5.3391 | 5.1195 | 16.5556 | | No log | 3.0 | 21 | 4.1632 | 4.2177 | 0.0 | 4.1508 | 3.9608 | 18.2222 | | No log | 4.0 | 28 | 3.9543 | 6.3049 | 0.0 | 6.1512 | 5.8797 | 18.2222 | | No log | 5.0 | 35 | 3.7932 | 6.9935 | 0.0 | 6.8145 | 6.5932 | 18.2222 | | No log | 6.0 | 42 | 3.6629 | 6.5882 | 0.4193 | 5.6491 | 6.1259 | 18.0 | | No log | 7.0 | 49 | 3.5649 | 4.7402 | 0.4233 | 4.3234 | 4.5795 | 18.0 | | No log | 8.0 | 56 | 3.4865 | 5.775 | 0.4233 | 5.3033 | 5.5594 | 18.0 | | No log | 9.0 | 63 | 3.4203 | 6.9002 | 0.9524 | 6.47 | 6.6779 | 18.0 | | No log | 10.0 | 70 | 3.3194 | 6.9393 | 0.9484 | 6.2207 | 6.2332 | 18.7778 | | No log | 11.0 | 77 | 3.2558 | 7.3827 | 0.9484 | 6.6522 | 6.6736 | 18.7778 | | No log | 12.0 | 84 | 3.2015 | 7.8185 | 0.9484 | 6.9201 | 7.1348 | 18.7778 | | No log | 13.0 | 91 | 3.1511 | 8.1565 | 0.4193 | 7.2544 | 7.4978 | 18.7778 | | No log | 14.0 | 98 | 3.1037 | 8.3796 | 0.4193 | 7.2358 | 7.7151 | 18.7778 | | No log | 15.0 | 105 | 3.0534 | 7.919 | 0.4193 | 6.5531 | 6.9982 | 18.7778 | | No log | 16.0 | 112 | 3.0072 | 7.7049 | 0.4193 | 6.5592 | 6.5479 | 18.7778 | | No log | 17.0 | 119 | 2.9635 | 8.1678 | 0.4193 | 7.0538 | 6.8138 | 18.7778 | | No log | 18.0 | 126 | 2.9247 | 8.2075 | 0.4193 | 7.0793 | 7.0665 | 19.0 | | No log | 19.0 | 133 | 2.8874 | 8.4025 | 0.4193 | 7.2685 | 7.0484 | 19.0 | | No log | 20.0 | 140 | 2.8520 | 8.2075 | 0.4193 | 7.2812 | 7.0665 | 19.0 | | No log | 21.0 | 147 | 2.8186 | 7.5225 | 0.4193 | 6.8424 | 7.0635 | 19.0 | | No log | 22.0 | 154 | 2.7831 | 7.5225 | 0.4193 | 6.8424 | 7.0635 | 19.0 | | No log | 23.0 | 161 | 2.7453 | 7.7833 | 0.4193 | 7.0939 | 7.3365 | 19.0 | | No log | 24.0 | 168 | 2.7070 | 7.7823 | 0.6597 | 6.6932 | 7.3535 | 19.0 | | No log | 25.0 | 175 | 2.6713 | 8.9048 | 1.0671 | 7.1716 | 8.0078 | 19.0 | | No log | 26.0 | 182 | 2.6404 | 8.6828 | 1.0465 | 7.1779 | 7.7645 | 19.0 | | No log | 27.0 | 189 | 2.6091 | 7.9555 | 1.0465 | 6.6706 | 7.2834 | 19.0 | | No log | 28.0 | 196 | 2.5782 | 7.701 | 1.0465 | 6.4242 | 7.0418 | 19.0 | | No log | 29.0 | 203 | 2.5492 | 8.0502 | 0.639 | 7.1378 | 7.3572 | 19.0 | | No log | 30.0 | 210 | 2.5222 | 8.4648 | 0.8681 | 7.114 | 7.5501 | 19.0 | | No log | 31.0 | 217 | 2.5002 | 8.2365 | 0.8658 | 7.337 | 7.5443 | 19.0 | | No log | 32.0 | 224 | 2.4714 | 8.2518 | 1.102 | 7.1158 | 7.8184 | 19.0 | | No log | 33.0 | 231 | 2.4445 | 8.2347 | 0.8681 | 7.1088 | 7.7795 | 19.0 | | No log | 34.0 | 238 | 2.4227 | 7.5757 | 0.8681 | 6.4385 | 7.1123 | 19.0 | | No log | 35.0 | 245 | 2.4025 | 7.5757 | 0.8681 | 6.4385 | 7.1123 | 19.0 | | No log | 36.0 | 252 | 2.3822 | 7.7847 | 0.8681 | 6.6475 | 7.3005 | 19.0 | | No log | 37.0 | 259 | 2.3592 | 7.7847 | 0.8681 | 6.6475 | 7.3005 | 19.0 | | No log | 38.0 | 266 | 2.3386 | 8.2189 | 0.8658 | 7.1024 | 7.7293 | 19.0 | | No log | 39.0 | 273 | 2.3163 | 8.2037 | 0.8618 | 7.3339 | 7.4763 | 19.0 | | No log | 40.0 | 280 | 2.2945 | 8.2206 | 0.8618 | 6.906 | 7.4896 | 19.0 | | No log | 41.0 | 287 | 2.2740 | 8.2206 | 0.8618 | 6.6279 | 7.7583 | 19.0 | | No log | 42.0 | 294 | 2.2533 | 7.7495 | 0.8618 | 6.3879 | 7.5282 | 19.0 | | No log | 43.0 | 301 | 2.2356 | 7.7495 | 0.8618 | 6.3879 | 7.5282 | 19.0 | | No log | 44.0 | 308 | 2.2172 | 7.7495 | 0.8618 | 6.3879 | 7.5282 | 19.0 | | No log | 45.0 | 315 | 2.1990 | 7.7495 | 0.8618 | 6.3879 | 7.5282 | 19.0 | | No log | 46.0 | 322 | 2.1796 | 7.1722 | 0.646 | 6.052 | 7.1559 | 19.0 | | No log | 47.0 | 329 | 2.1626 | 8.0551 | 0.88 | 6.7073 | 7.6234 | 19.0 | | No log | 48.0 | 336 | 2.1441 | 8.6616 | 1.0978 | 6.9 | 7.5766 | 19.0 | | No log | 49.0 | 343 | 2.1257 | 9.0646 | 1.0978 | 7.3707 | 8.013 | 19.0 | | No log | 50.0 | 350 | 2.1097 | 9.0646 | 1.0978 | 7.3707 | 7.8106 | 19.0 | | No log | 51.0 | 357 | 2.0934 | 8.4289 | 0.8639 | 6.8775 | 7.0972 | 19.0 | | No log | 52.0 | 364 | 2.0790 | 8.6477 | 0.8639 | 7.1047 | 6.8551 | 19.0 | | No log | 53.0 | 371 | 2.0623 | 8.6734 | 1.0644 | 7.284 | 7.0708 | 19.0 | | No log | 54.0 | 378 | 2.0451 | 8.9206 | 1.2823 | 7.5218 | 7.3052 | 19.0 | | No log | 55.0 | 385 | 2.0288 | 9.2888 | 1.0644 | 7.9389 | 8.1669 | 19.0 | | No log | 56.0 | 392 | 2.0128 | 9.2888 | 1.0644 | 7.6875 | 7.6884 | 19.0 | | No log | 57.0 | 399 | 1.9979 | 8.8755 | 0.6372 | 7.2918 | 7.2646 | 19.0 | | No log | 58.0 | 406 | 1.9843 | 9.2962 | 1.0644 | 7.9467 | 8.1768 | 19.0 | | No log | 59.0 | 413 | 1.9724 | 9.335 | 1.5002 | 7.9436 | 8.4227 | 19.0 | | No log | 60.0 | 420 | 1.9598 | 8.6019 | 1.105 | 7.2861 | 7.6926 | 19.0 | | No log | 61.0 | 427 | 1.9470 | 8.6019 | 1.105 | 7.2861 | 7.6926 | 19.0 | | No log | 62.0 | 434 | 1.9330 | 8.8611 | 1.11 | 7.2941 | 7.9415 | 19.0 | | No log | 63.0 | 441 | 1.9192 | 9.3828 | 1.105 | 7.5452 | 8.4708 | 19.0 | | No log | 64.0 | 448 | 1.9059 | 9.1484 | 1.3229 | 7.3015 | 8.6716 | 19.0 | | No log | 65.0 | 455 | 1.8930 | 9.1585 | 1.3278 | 7.3131 | 8.6797 | 19.0 | | No log | 66.0 | 462 | 1.8806 | 8.9701 | 1.11 | 7.3297 | 8.4947 | 19.0 | | No log | 67.0 | 469 | 1.8687 | 8.9701 | 1.11 | 7.3297 | 8.4947 | 19.0 | | No log | 68.0 | 476 | 1.8572 | 9.3887 | 1.3229 | 7.5569 | 8.686 | 19.0 | | No log | 69.0 | 483 | 1.8463 | 8.7782 | 1.3144 | 7.5917 | 8.5071 | 19.0 | | No log | 70.0 | 490 | 1.8352 | 8.5399 | 1.3144 | 7.3886 | 8.2702 | 19.0 | | No log | 71.0 | 497 | 1.8248 | 9.544 | 1.5002 | 8.2318 | 8.639 | 19.0 | | 3.0541 | 72.0 | 504 | 1.8147 | 8.8897 | 1.109 | 7.5889 | 8.0304 | 19.0 | | 3.0541 | 73.0 | 511 | 1.8037 | 9.3341 | 1.114 | 8.0293 | 8.6714 | 19.0 | | 3.0541 | 74.0 | 518 | 1.7927 | 9.7593 | 1.109 | 8.4294 | 9.082 | 19.0 | | 3.0541 | 75.0 | 525 | 1.7830 | 9.7593 | 1.109 | 8.4294 | 9.082 | 19.0 | | 3.0541 | 76.0 | 532 | 1.7728 | 9.7593 | 1.109 | 8.4294 | 9.082 | 19.0 | | 3.0541 | 77.0 | 539 | 1.7625 | 9.5509 | 1.109 | 8.2305 | 8.8946 | 19.0 | | 3.0541 | 78.0 | 546 | 1.7518 | 9.9778 | 1.4877 | 8.6656 | 8.88 | 19.0 | | 3.0541 | 79.0 | 553 | 1.7410 | 9.9778 | 1.4877 | 8.6656 | 8.88 | 19.0 | | 3.0541 | 80.0 | 560 | 1.7308 | 10.3896 | 1.8713 | 8.8642 | 8.8691 | 19.0 | | 3.0541 | 81.0 | 567 | 1.7203 | 10.331 | 2.0106 | 8.9196 | 9.1751 | 19.0 | | 3.0541 | 82.0 | 574 | 1.7113 | 9.959 | 2.5419 | 8.9281 | 9.1819 | 19.0 | | 3.0541 | 83.0 | 581 | 1.7017 | 9.5325 | 2.3497 | 8.5148 | 8.7292 | 19.0 | | 3.0541 | 84.0 | 588 | 1.6914 | 9.6818 | 2.3497 | 8.5093 | 8.9422 | 19.0 | | 3.0541 | 85.0 | 595 | 1.6808 | 10.3541 | 3.0549 | 9.4079 | 9.624 | 19.0 | | 3.0541 | 86.0 | 602 | 1.6704 | 10.3541 | 3.0549 | 9.4079 | 9.624 | 19.0 | | 3.0541 | 87.0 | 609 | 1.6621 | 10.3541 | 3.0549 | 9.4079 | 9.624 | 19.0 | | 3.0541 | 88.0 | 616 | 1.6523 | 10.5903 | 3.2958 | 9.6497 | 9.8467 | 19.0 | | 3.0541 | 89.0 | 623 | 1.6438 | 10.3287 | 3.5548 | 9.6153 | 9.9002 | 19.0 | | 3.0541 | 90.0 | 630 | 1.6364 | 10.9953 | 4.2184 | 10.3085 | 10.5562 | 19.0 | | 3.0541 | 91.0 | 637 | 1.6274 | 10.9779 | 4.4239 | 10.08 | 10.5444 | 19.0 | | 3.0541 | 92.0 | 644 | 1.6197 | 11.4086 | 4.8863 | 10.9286 | 11.0196 | 19.0 | | 3.0541 | 93.0 | 651 | 1.6117 | 11.7602 | 5.2072 | 11.1986 | 11.3059 | 19.0 | | 3.0541 | 94.0 | 658 | 1.6044 | 12.2064 | 5.2039 | 11.4112 | 11.7848 | 19.0 | | 3.0541 | 95.0 | 665 | 1.5965 | 12.2064 | 5.2039 | 11.4112 | 11.7848 | 19.0 | | 3.0541 | 96.0 | 672 | 1.5895 | 12.6603 | 6.3807 | 11.9017 | 12.5943 | 19.0 | | 3.0541 | 97.0 | 679 | 1.5824 | 12.6603 | 6.3807 | 11.9017 | 12.5943 | 19.0 | | 3.0541 | 98.0 | 686 | 1.5751 | 12.6603 | 6.3807 | 11.9017 | 12.5943 | 19.0 | | 3.0541 | 99.0 | 693 | 1.5714 | 12.192 | 5.6506 | 11.206 | 12.1245 | 19.0 | | 3.0541 | 100.0 | 700 | 1.5629 | 11.9719 | 5.8825 | 11.2192 | 11.9113 | 19.0 | | 3.0541 | 101.0 | 707 | 1.5557 | 11.9719 | 5.8825 | 11.2192 | 11.9113 | 19.0 | | 3.0541 | 102.0 | 714 | 1.5490 | 11.9719 | 5.8825 | 11.2192 | 11.9113 | 19.0 | | 3.0541 | 103.0 | 721 | 1.5421 | 11.9719 | 5.8825 | 11.2192 | 11.9113 | 19.0 | | 3.0541 | 104.0 | 728 | 1.5340 | 11.9719 | 5.8825 | 11.2192 | 11.9113 | 19.0 | | 3.0541 | 105.0 | 735 | 1.5276 | 11.9719 | 5.8825 | 11.2192 | 11.9113 | 19.0 | | 3.0541 | 106.0 | 742 | 1.5216 | 11.9719 | 5.8825 | 11.2192 | 11.9113 | 19.0 | | 3.0541 | 107.0 | 749 | 1.5156 | 11.9719 | 5.8825 | 11.2192 | 11.9113 | 19.0 | | 3.0541 | 108.0 | 756 | 1.5097 | 11.6938 | 5.4081 | 10.7222 | 11.464 | 19.0 | | 3.0541 | 109.0 | 763 | 1.5042 | 11.6938 | 5.4081 | 10.7222 | 11.464 | 19.0 | | 3.0541 | 110.0 | 770 | 1.5002 | 11.6938 | 5.4081 | 10.7222 | 11.464 | 19.0 | | 3.0541 | 111.0 | 777 | 1.4945 | 11.6938 | 5.4081 | 10.7222 | 11.464 | 19.0 | | 3.0541 | 112.0 | 784 | 1.4890 | 11.6938 | 5.4081 | 10.7222 | 11.464 | 19.0 | | 3.0541 | 113.0 | 791 | 1.4817 | 11.6938 | 5.4081 | 10.7222 | 11.464 | 19.0 | | 3.0541 | 114.0 | 798 | 1.4755 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 115.0 | 805 | 1.4693 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 116.0 | 812 | 1.4650 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 117.0 | 819 | 1.4595 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 118.0 | 826 | 1.4536 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 119.0 | 833 | 1.4462 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 120.0 | 840 | 1.4404 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 121.0 | 847 | 1.4353 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 122.0 | 854 | 1.4312 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 123.0 | 861 | 1.4263 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 124.0 | 868 | 1.4209 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 125.0 | 875 | 1.4159 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 126.0 | 882 | 1.4119 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 127.0 | 889 | 1.4082 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 128.0 | 896 | 1.4037 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 129.0 | 903 | 1.3991 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 130.0 | 910 | 1.3944 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 131.0 | 917 | 1.3887 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 132.0 | 924 | 1.3854 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 133.0 | 931 | 1.3817 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 134.0 | 938 | 1.3765 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 135.0 | 945 | 1.3721 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 136.0 | 952 | 1.3683 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 137.0 | 959 | 1.3642 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 138.0 | 966 | 1.3602 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 139.0 | 973 | 1.3560 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 140.0 | 980 | 1.3515 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 141.0 | 987 | 1.3476 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 3.0541 | 142.0 | 994 | 1.3440 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 143.0 | 1001 | 1.3407 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 144.0 | 1008 | 1.3367 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 145.0 | 1015 | 1.3320 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 146.0 | 1022 | 1.3280 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 147.0 | 1029 | 1.3233 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 148.0 | 1036 | 1.3185 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 149.0 | 1043 | 1.3141 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 150.0 | 1050 | 1.3106 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 151.0 | 1057 | 1.3069 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 152.0 | 1064 | 1.3034 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 153.0 | 1071 | 1.3016 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 154.0 | 1078 | 1.2990 | 12.1058 | 5.8221 | 10.716 | 11.8546 | 19.0 | | 1.9526 | 155.0 | 1085 | 1.2946 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 156.0 | 1092 | 1.2904 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 157.0 | 1099 | 1.2873 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 158.0 | 1106 | 1.2832 | 12.6489 | 6.319 | 11.5046 | 12.6185 | 19.0 | | 1.9526 | 159.0 | 1113 | 1.2803 | 12.6489 | 6.319 | 11.5046 | 12.6185 | 19.0 | | 1.9526 | 160.0 | 1120 | 1.2767 | 12.6489 | 6.319 | 11.5046 | 12.6185 | 19.0 | | 1.9526 | 161.0 | 1127 | 1.2727 | 12.6489 | 6.319 | 11.5046 | 12.6185 | 19.0 | | 1.9526 | 162.0 | 1134 | 1.2695 | 12.6489 | 6.319 | 11.5046 | 12.6185 | 19.0 | | 1.9526 | 163.0 | 1141 | 1.2678 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 164.0 | 1148 | 1.2656 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 165.0 | 1155 | 1.2635 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 166.0 | 1162 | 1.2604 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 167.0 | 1169 | 1.2568 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 168.0 | 1176 | 1.2537 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 169.0 | 1183 | 1.2506 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 170.0 | 1190 | 1.2464 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 171.0 | 1197 | 1.2437 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 172.0 | 1204 | 1.2417 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 173.0 | 1211 | 1.2387 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 174.0 | 1218 | 1.2351 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 175.0 | 1225 | 1.2306 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 176.0 | 1232 | 1.2271 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 177.0 | 1239 | 1.2251 | 12.3741 | 5.8332 | 11.0241 | 12.1209 | 19.0 | | 1.9526 | 178.0 | 1246 | 1.2223 | 12.6489 | 6.319 | 11.5046 | 12.6185 | 19.0 | | 1.9526 | 179.0 | 1253 | 1.2191 | 12.6489 | 6.319 | 11.5046 | 12.6185 | 19.0 | | 1.9526 | 180.0 | 1260 | 1.2157 | 12.6489 | 6.319 | 11.5046 | 12.6185 | 19.0 | | 1.9526 | 181.0 | 1267 | 1.2130 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.9526 | 182.0 | 1274 | 1.2110 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.9526 | 183.0 | 1281 | 1.2083 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.9526 | 184.0 | 1288 | 1.2053 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.9526 | 185.0 | 1295 | 1.2023 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 186.0 | 1302 | 1.1998 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 187.0 | 1309 | 1.1979 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 188.0 | 1316 | 1.1941 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 189.0 | 1323 | 1.1910 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 190.0 | 1330 | 1.1895 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 191.0 | 1337 | 1.1866 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 192.0 | 1344 | 1.1830 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 193.0 | 1351 | 1.1805 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 194.0 | 1358 | 1.1790 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 195.0 | 1365 | 1.1761 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 196.0 | 1372 | 1.1742 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 197.0 | 1379 | 1.1719 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 198.0 | 1386 | 1.1690 | 12.1789 | 5.8294 | 10.7984 | 11.9324 | 19.0 | | 1.9526 | 199.0 | 1393 | 1.1657 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.9526 | 200.0 | 1400 | 1.1643 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.9526 | 201.0 | 1407 | 1.1623 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.9526 | 202.0 | 1414 | 1.1588 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 203.0 | 1421 | 1.1564 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 204.0 | 1428 | 1.1548 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 205.0 | 1435 | 1.1535 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.9526 | 206.0 | 1442 | 1.1509 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 207.0 | 1449 | 1.1475 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 208.0 | 1456 | 1.1452 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 209.0 | 1463 | 1.1430 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 210.0 | 1470 | 1.1418 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 211.0 | 1477 | 1.1391 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 212.0 | 1484 | 1.1368 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 213.0 | 1491 | 1.1355 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.9526 | 214.0 | 1498 | 1.1338 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 215.0 | 1505 | 1.1315 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 216.0 | 1512 | 1.1299 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 217.0 | 1519 | 1.1281 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 218.0 | 1526 | 1.1258 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 219.0 | 1533 | 1.1226 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.6203 | 220.0 | 1540 | 1.1204 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.6203 | 221.0 | 1547 | 1.1185 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.6203 | 222.0 | 1554 | 1.1166 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.6203 | 223.0 | 1561 | 1.1160 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.6203 | 224.0 | 1568 | 1.1144 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.6203 | 225.0 | 1575 | 1.1114 | 12.459 | 6.3155 | 11.2822 | 12.4396 | 19.0 | | 1.6203 | 226.0 | 1582 | 1.1080 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 227.0 | 1589 | 1.1061 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 228.0 | 1596 | 1.1037 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 229.0 | 1603 | 1.1010 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 230.0 | 1610 | 1.0988 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 231.0 | 1617 | 1.0964 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 232.0 | 1624 | 1.0950 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 233.0 | 1631 | 1.0932 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 234.0 | 1638 | 1.0920 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 235.0 | 1645 | 1.0910 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 236.0 | 1652 | 1.0902 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 237.0 | 1659 | 1.0872 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 238.0 | 1666 | 1.0842 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 239.0 | 1673 | 1.0829 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 240.0 | 1680 | 1.0814 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 241.0 | 1687 | 1.0805 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 242.0 | 1694 | 1.0782 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 243.0 | 1701 | 1.0763 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 244.0 | 1708 | 1.0750 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 245.0 | 1715 | 1.0742 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 246.0 | 1722 | 1.0725 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 247.0 | 1729 | 1.0705 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 248.0 | 1736 | 1.0683 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 249.0 | 1743 | 1.0662 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 250.0 | 1750 | 1.0642 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 251.0 | 1757 | 1.0624 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 252.0 | 1764 | 1.0615 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 253.0 | 1771 | 1.0610 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 254.0 | 1778 | 1.0595 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 255.0 | 1785 | 1.0569 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 256.0 | 1792 | 1.0551 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 257.0 | 1799 | 1.0543 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 258.0 | 1806 | 1.0520 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 259.0 | 1813 | 1.0490 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 260.0 | 1820 | 1.0473 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 261.0 | 1827 | 1.0464 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 262.0 | 1834 | 1.0455 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 263.0 | 1841 | 1.0447 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 264.0 | 1848 | 1.0422 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 265.0 | 1855 | 1.0406 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 266.0 | 1862 | 1.0390 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 267.0 | 1869 | 1.0379 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 268.0 | 1876 | 1.0361 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 269.0 | 1883 | 1.0350 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 270.0 | 1890 | 1.0346 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 271.0 | 1897 | 1.0335 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 272.0 | 1904 | 1.0327 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 273.0 | 1911 | 1.0305 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 274.0 | 1918 | 1.0284 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 275.0 | 1925 | 1.0257 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 276.0 | 1932 | 1.0243 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 277.0 | 1939 | 1.0232 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 278.0 | 1946 | 1.0220 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 279.0 | 1953 | 1.0210 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 280.0 | 1960 | 1.0207 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 281.0 | 1967 | 1.0195 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 282.0 | 1974 | 1.0179 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 283.0 | 1981 | 1.0160 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 284.0 | 1988 | 1.0148 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.6203 | 285.0 | 1995 | 1.0139 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 286.0 | 2002 | 1.0132 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 287.0 | 2009 | 1.0121 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 288.0 | 2016 | 1.0103 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 289.0 | 2023 | 1.0082 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 290.0 | 2030 | 1.0063 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 291.0 | 2037 | 1.0049 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 292.0 | 2044 | 1.0040 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 293.0 | 2051 | 1.0028 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 294.0 | 2058 | 1.0018 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 295.0 | 2065 | 1.0004 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 296.0 | 2072 | 0.9993 | 12.7076 | 6.549 | 11.7284 | 12.6527 | 19.0 | | 1.4535 | 297.0 | 2079 | 0.9979 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 298.0 | 2086 | 0.9969 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 299.0 | 2093 | 0.9962 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 300.0 | 2100 | 0.9954 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 301.0 | 2107 | 0.9946 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 302.0 | 2114 | 0.9934 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 303.0 | 2121 | 0.9926 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 304.0 | 2128 | 0.9922 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 305.0 | 2135 | 0.9910 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 306.0 | 2142 | 0.9898 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 307.0 | 2149 | 0.9885 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 308.0 | 2156 | 0.9870 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 309.0 | 2163 | 0.9858 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 310.0 | 2170 | 0.9847 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 311.0 | 2177 | 0.9837 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 312.0 | 2184 | 0.9811 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 313.0 | 2191 | 0.9795 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 314.0 | 2198 | 0.9784 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 315.0 | 2205 | 0.9775 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 316.0 | 2212 | 0.9769 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 317.0 | 2219 | 0.9761 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 318.0 | 2226 | 0.9748 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 319.0 | 2233 | 0.9741 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 320.0 | 2240 | 0.9731 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 321.0 | 2247 | 0.9719 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 322.0 | 2254 | 0.9706 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 323.0 | 2261 | 0.9699 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 324.0 | 2268 | 0.9690 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 325.0 | 2275 | 0.9682 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 326.0 | 2282 | 0.9668 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 327.0 | 2289 | 0.9657 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 328.0 | 2296 | 0.9648 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 329.0 | 2303 | 0.9643 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 330.0 | 2310 | 0.9633 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 331.0 | 2317 | 0.9617 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 332.0 | 2324 | 0.9612 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 333.0 | 2331 | 0.9603 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 334.0 | 2338 | 0.9592 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 335.0 | 2345 | 0.9588 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 336.0 | 2352 | 0.9579 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 337.0 | 2359 | 0.9572 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 338.0 | 2366 | 0.9565 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 339.0 | 2373 | 0.9559 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 340.0 | 2380 | 0.9556 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 341.0 | 2387 | 0.9546 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 342.0 | 2394 | 0.9534 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 343.0 | 2401 | 0.9525 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 344.0 | 2408 | 0.9520 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 345.0 | 2415 | 0.9515 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 346.0 | 2422 | 0.9508 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 347.0 | 2429 | 0.9499 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 348.0 | 2436 | 0.9489 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 349.0 | 2443 | 0.9480 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 350.0 | 2450 | 0.9471 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 351.0 | 2457 | 0.9459 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 352.0 | 2464 | 0.9452 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 353.0 | 2471 | 0.9450 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 354.0 | 2478 | 0.9442 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 355.0 | 2485 | 0.9429 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 356.0 | 2492 | 0.9417 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.4535 | 357.0 | 2499 | 0.9411 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 358.0 | 2506 | 0.9404 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 359.0 | 2513 | 0.9394 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 360.0 | 2520 | 0.9384 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 361.0 | 2527 | 0.9380 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 362.0 | 2534 | 0.9376 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 363.0 | 2541 | 0.9372 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 364.0 | 2548 | 0.9365 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 365.0 | 2555 | 0.9357 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 366.0 | 2562 | 0.9348 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 367.0 | 2569 | 0.9341 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 368.0 | 2576 | 0.9332 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 369.0 | 2583 | 0.9325 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 370.0 | 2590 | 0.9318 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 371.0 | 2597 | 0.9306 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 372.0 | 2604 | 0.9294 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 373.0 | 2611 | 0.9283 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 374.0 | 2618 | 0.9274 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 375.0 | 2625 | 0.9269 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 376.0 | 2632 | 0.9263 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 377.0 | 2639 | 0.9259 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 378.0 | 2646 | 0.9259 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 379.0 | 2653 | 0.9258 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 380.0 | 2660 | 0.9255 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 381.0 | 2667 | 0.9248 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 382.0 | 2674 | 0.9238 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 383.0 | 2681 | 0.9233 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 384.0 | 2688 | 0.9226 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 385.0 | 2695 | 0.9224 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 386.0 | 2702 | 0.9219 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 387.0 | 2709 | 0.9209 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 388.0 | 2716 | 0.9202 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 389.0 | 2723 | 0.9197 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 390.0 | 2730 | 0.9192 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 391.0 | 2737 | 0.9192 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 392.0 | 2744 | 0.9189 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 393.0 | 2751 | 0.9185 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 394.0 | 2758 | 0.9181 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 395.0 | 2765 | 0.9172 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 396.0 | 2772 | 0.9166 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 397.0 | 2779 | 0.9162 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 398.0 | 2786 | 0.9156 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 399.0 | 2793 | 0.9154 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 400.0 | 2800 | 0.9150 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 401.0 | 2807 | 0.9145 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 402.0 | 2814 | 0.9142 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 403.0 | 2821 | 0.9138 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 404.0 | 2828 | 0.9131 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 405.0 | 2835 | 0.9126 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 406.0 | 2842 | 0.9121 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 407.0 | 2849 | 0.9115 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 408.0 | 2856 | 0.9107 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 409.0 | 2863 | 0.9101 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 410.0 | 2870 | 0.9095 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 411.0 | 2877 | 0.9093 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 412.0 | 2884 | 0.9088 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 413.0 | 2891 | 0.9086 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 414.0 | 2898 | 0.9082 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 415.0 | 2905 | 0.9075 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 416.0 | 2912 | 0.9071 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 417.0 | 2919 | 0.9065 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 418.0 | 2926 | 0.9059 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 419.0 | 2933 | 0.9053 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 420.0 | 2940 | 0.9048 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 421.0 | 2947 | 0.9039 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 422.0 | 2954 | 0.9034 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 423.0 | 2961 | 0.9026 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 424.0 | 2968 | 0.9022 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 425.0 | 2975 | 0.9020 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 426.0 | 2982 | 0.9016 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 427.0 | 2989 | 0.9014 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.3501 | 428.0 | 2996 | 0.9013 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 429.0 | 3003 | 0.9010 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 430.0 | 3010 | 0.9006 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 431.0 | 3017 | 0.9003 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 432.0 | 3024 | 0.9002 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 433.0 | 3031 | 0.9000 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 434.0 | 3038 | 0.8997 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 435.0 | 3045 | 0.8994 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 436.0 | 3052 | 0.8989 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 437.0 | 3059 | 0.8986 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 438.0 | 3066 | 0.8982 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 439.0 | 3073 | 0.8978 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 440.0 | 3080 | 0.8975 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 441.0 | 3087 | 0.8974 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 442.0 | 3094 | 0.8972 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 443.0 | 3101 | 0.8970 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 444.0 | 3108 | 0.8968 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 445.0 | 3115 | 0.8967 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 446.0 | 3122 | 0.8964 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 447.0 | 3129 | 0.8960 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 448.0 | 3136 | 0.8959 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 449.0 | 3143 | 0.8956 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 450.0 | 3150 | 0.8954 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 451.0 | 3157 | 0.8952 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 452.0 | 3164 | 0.8948 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 453.0 | 3171 | 0.8944 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 454.0 | 3178 | 0.8943 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 455.0 | 3185 | 0.8941 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 456.0 | 3192 | 0.8937 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 457.0 | 3199 | 0.8935 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 458.0 | 3206 | 0.8932 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 459.0 | 3213 | 0.8930 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 460.0 | 3220 | 0.8927 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 461.0 | 3227 | 0.8926 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 462.0 | 3234 | 0.8925 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 463.0 | 3241 | 0.8924 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 464.0 | 3248 | 0.8921 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 465.0 | 3255 | 0.8920 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 466.0 | 3262 | 0.8916 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 467.0 | 3269 | 0.8914 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 468.0 | 3276 | 0.8912 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 469.0 | 3283 | 0.8911 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 470.0 | 3290 | 0.8910 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 471.0 | 3297 | 0.8910 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 472.0 | 3304 | 0.8910 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 473.0 | 3311 | 0.8908 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 474.0 | 3318 | 0.8907 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 475.0 | 3325 | 0.8905 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 476.0 | 3332 | 0.8905 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 477.0 | 3339 | 0.8905 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 478.0 | 3346 | 0.8904 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 479.0 | 3353 | 0.8900 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 480.0 | 3360 | 0.8899 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 481.0 | 3367 | 0.8898 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 482.0 | 3374 | 0.8898 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 483.0 | 3381 | 0.8897 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 484.0 | 3388 | 0.8896 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 485.0 | 3395 | 0.8895 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 486.0 | 3402 | 0.8894 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 487.0 | 3409 | 0.8894 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 488.0 | 3416 | 0.8893 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 489.0 | 3423 | 0.8893 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 490.0 | 3430 | 0.8891 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 491.0 | 3437 | 0.8892 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 492.0 | 3444 | 0.8891 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 493.0 | 3451 | 0.8891 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 494.0 | 3458 | 0.8890 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 495.0 | 3465 | 0.8890 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 496.0 | 3472 | 0.8890 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 497.0 | 3479 | 0.8890 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 498.0 | 3486 | 0.8890 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2934 | 499.0 | 3493 | 0.8890 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | | 1.2671 | 500.0 | 3500 | 0.8890 | 12.9383 | 6.7748 | 11.9545 | 12.8783 | 19.0 | ### Framework versions - Transformers 4.30.1 - Pytorch 2.0.1+cu118 - Datasets 2.12.0 - Tokenizers 0.13.3