generated_from_trainer

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text_shortening_model_v52

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss Rouge1 Rouge2 Rougel Rougelsum Bert precision Bert recall Average word count Max word count Min word count Average token count % shortened texts with length > 12
2.1707 1.0 83 1.8170 0.4878 0.2747 0.4466 0.445 0.8688 0.8685 8.6667 17 3 13.0767 12.963
1.7733 2.0 166 1.6790 0.4915 0.2767 0.4462 0.4458 0.8665 0.8724 9.1825 17 4 13.7778 14.8148
1.6346 3.0 249 1.6275 0.5003 0.2755 0.4523 0.4517 0.8706 0.8723 8.8148 17 4 13.4206 12.963
1.5193 4.0 332 1.5648 0.5179 0.2984 0.4686 0.4674 0.8717 0.8795 9.373 17 4 13.8995 15.6085
1.414 5.0 415 1.5338 0.512 0.2843 0.4591 0.4585 0.8721 0.8747 8.8598 17 4 13.3122 13.7566
1.3401 6.0 498 1.4932 0.5067 0.2814 0.4543 0.4539 0.8712 0.874 8.9074 17 4 13.3942 14.0212
1.2739 7.0 581 1.4780 0.5015 0.2726 0.4498 0.4496 0.8717 0.8715 8.5714 16 4 13.0 10.8466
1.2165 8.0 664 1.4522 0.5188 0.2933 0.469 0.469 0.8746 0.8776 8.9021 16 4 13.3519 14.5503
1.1494 9.0 747 1.4381 0.5105 0.2825 0.4587 0.4584 0.8734 0.8746 8.6878 16 4 13.119 12.963
1.0923 10.0 830 1.4354 0.513 0.2855 0.462 0.4618 0.8725 0.8753 9.0053 17 4 13.3624 14.2857
1.0625 11.0 913 1.4224 0.5132 0.2841 0.4645 0.4643 0.8736 0.8766 8.9497 16 4 13.3704 15.3439
1.0264 12.0 996 1.4196 0.4984 0.2716 0.4458 0.4456 0.8701 0.8712 8.8148 16 4 13.172 14.8148
0.9701 13.0 1079 1.4137 0.5065 0.2765 0.4541 0.4537 0.8753 0.8737 8.545 16 4 12.7434 11.1111
0.9328 14.0 1162 1.4155 0.5073 0.2786 0.4543 0.4541 0.8727 0.873 8.6349 16 4 12.9868 11.6402
0.8992 15.0 1245 1.4097 0.5116 0.28 0.4602 0.4604 0.8758 0.875 8.6402 16 4 12.8598 11.6402
0.8526 16.0 1328 1.4446 0.5055 0.276 0.4526 0.4523 0.8721 0.8732 8.746 16 4 13.0741 11.9048
0.8119 17.0 1411 1.4334 0.5084 0.2772 0.4557 0.4552 0.8744 0.8722 8.5212 16 4 12.8333 9.7884
0.8129 18.0 1494 1.4401 0.5039 0.2719 0.4526 0.4518 0.8743 0.8727 8.5238 17 4 12.7222 10.3175
0.7636 19.0 1577 1.4418 0.5037 0.269 0.4493 0.4492 0.8721 0.8726 8.6455 17 4 13.0159 10.0529
0.7277 20.0 1660 1.4461 0.5064 0.2769 0.452 0.452 0.8733 0.8736 8.5423 17 4 12.9788 10.0529
0.7254 21.0 1743 1.4375 0.5059 0.2761 0.4534 0.453 0.8759 0.8732 8.373 17 3 12.7884 8.9947
0.6898 22.0 1826 1.4799 0.5096 0.2825 0.4594 0.4594 0.876 0.8751 8.5026 17 4 12.9841 9.5238
0.6712 23.0 1909 1.4885 0.5164 0.2874 0.4599 0.4602 0.8743 0.8768 8.8624 17 4 13.3175 13.2275
0.6456 24.0 1992 1.4956 0.5168 0.2876 0.4653 0.465 0.8784 0.8763 8.4788 17 4 12.7381 9.2593
0.619 25.0 2075 1.5044 0.5054 0.2762 0.4569 0.4568 0.8765 0.8728 8.2804 17 4 12.6825 8.7302
0.6044 26.0 2158 1.5089 0.511 0.2902 0.4624 0.463 0.8767 0.8737 8.3915 16 4 12.7275 10.0529
0.58 27.0 2241 1.5231 0.511 0.2814 0.4567 0.4574 0.8756 0.8754 8.6984 17 4 12.9868 11.3757
0.5671 28.0 2324 1.5270 0.5095 0.2766 0.4524 0.4529 0.8745 0.8746 8.672 17 4 13.0291 12.1693
0.5547 29.0 2407 1.5530 0.5019 0.27 0.4482 0.4485 0.8737 0.8719 8.4233 17 4 12.8042 8.2011
0.5371 30.0 2490 1.5537 0.5021 0.2693 0.4491 0.4488 0.8737 0.8711 8.3995 16 4 12.7884 9.5238
0.526 31.0 2573 1.5595 0.5024 0.273 0.4481 0.4482 0.8737 0.8722 8.4868 17 4 12.8836 10.0529
0.5067 32.0 2656 1.5753 0.5048 0.2745 0.4535 0.4537 0.8752 0.8717 8.3413 16 4 12.7513 9.2593
0.4954 33.0 2739 1.5977 0.5011 0.2713 0.4523 0.4523 0.8738 0.8721 8.4815 16 4 12.8545 12.1693
0.4766 34.0 2822 1.6143 0.5083 0.2764 0.4528 0.453 0.8744 0.874 8.6085 17 4 12.955 10.8466
0.4603 35.0 2905 1.6225 0.5058 0.2768 0.4541 0.4541 0.8743 0.8724 8.5397 16 4 12.8624 10.0529
0.449 36.0 2988 1.6171 0.5004 0.2704 0.4484 0.4485 0.8758 0.8717 8.3042 16 4 12.6005 6.8783
0.4299 37.0 3071 1.6431 0.5016 0.2757 0.4508 0.4504 0.8763 0.8705 8.1455 16 4 12.5053 6.8783
0.4177 38.0 3154 1.6731 0.5 0.2695 0.4434 0.4437 0.8736 0.8707 8.2698 16 3 12.664 8.2011
0.4092 39.0 3237 1.6705 0.5041 0.2726 0.4512 0.4506 0.8742 0.8735 8.5106 16 4 12.9524 8.4656
0.3996 40.0 3320 1.6956 0.5066 0.277 0.4538 0.4538 0.876 0.8733 8.2566 16 4 12.6534 7.9365
0.3949 41.0 3403 1.6975 0.5089 0.2773 0.4573 0.4576 0.8759 0.8753 8.4577 16 4 12.9339 8.2011
0.3802 42.0 3486 1.7115 0.4986 0.2676 0.4458 0.4459 0.8739 0.8711 8.3466 17 4 12.8651 8.9947
0.3734 43.0 3569 1.7011 0.5055 0.2793 0.4541 0.454 0.8756 0.8746 8.4127 16 4 12.8413 9.2593
0.356 44.0 3652 1.7285 0.5015 0.2728 0.4469 0.4474 0.8741 0.8727 8.3862 17 4 12.8836 7.9365
0.3438 45.0 3735 1.7326 0.4989 0.2731 0.4426 0.4432 0.8744 0.8709 8.2566 17 4 12.6667 7.9365
0.3412 46.0 3818 1.7328 0.5051 0.2777 0.4519 0.4523 0.8753 0.8731 8.3254 16 4 12.7963 6.6138
0.3404 47.0 3901 1.7651 0.5135 0.2825 0.4584 0.459 0.8746 0.8749 8.6032 16 4 13.0582 10.0529
0.3283 48.0 3984 1.7700 0.5052 0.2763 0.4519 0.453 0.8749 0.873 8.3704 17 4 12.8254 6.8783
0.3206 49.0 4067 1.7754 0.5028 0.2741 0.4481 0.4489 0.8744 0.8728 8.3836 17 4 12.8122 6.0847
0.3116 50.0 4150 1.7851 0.5027 0.2769 0.4491 0.4494 0.8747 0.8727 8.3439 17 4 12.754 6.0847
0.3081 51.0 4233 1.8009 0.4975 0.2673 0.4392 0.4394 0.8727 0.8699 8.3175 17 4 12.746 7.4074
0.2999 52.0 4316 1.8090 0.502 0.2706 0.4464 0.4468 0.8741 0.8716 8.3122 17 4 12.7487 6.3492
0.2925 53.0 4399 1.8183 0.5082 0.2794 0.4535 0.4543 0.8762 0.8734 8.2725 16 4 12.672 7.672
0.2837 54.0 4482 1.8324 0.5101 0.28 0.4525 0.4538 0.8763 0.8741 8.3201 17 4 12.7857 6.6138
0.2763 55.0 4565 1.8444 0.4984 0.2688 0.4437 0.4446 0.8745 0.8703 8.2169 16 4 12.6825 6.0847
0.2663 56.0 4648 1.8723 0.4998 0.2715 0.4451 0.4451 0.874 0.8712 8.3175 16 4 12.7672 7.9365
0.2659 57.0 4731 1.8871 0.5043 0.2818 0.4513 0.4513 0.8754 0.8726 8.2751 16 4 12.7646 6.6138
0.2532 58.0 4814 1.8827 0.5084 0.2848 0.4542 0.4547 0.8769 0.8748 8.254 16 4 12.7672 5.8201
0.2528 59.0 4897 1.8852 0.4997 0.2749 0.4467 0.4472 0.8752 0.8709 8.2037 16 4 12.6376 7.4074
0.2408 60.0 4980 1.9075 0.5026 0.2833 0.452 0.4531 0.8755 0.8726 8.2434 16 4 12.7328 6.8783
0.2405 61.0 5063 1.9030 0.5028 0.2798 0.4508 0.4512 0.8759 0.8725 8.2037 16 4 12.6349 8.4656
0.233 62.0 5146 1.8968 0.5018 0.2775 0.4484 0.4487 0.874 0.8723 8.3598 16 4 12.7989 7.1429
0.2272 63.0 5229 1.9150 0.4976 0.2737 0.4432 0.4437 0.8745 0.8702 8.1243 16 4 12.4788 4.7619
0.2204 64.0 5312 1.9315 0.4971 0.2731 0.443 0.4438 0.8745 0.8698 8.1111 16 4 12.5053 6.8783
0.2222 65.0 5395 1.9321 0.5043 0.2778 0.4455 0.4457 0.8746 0.8719 8.2222 16 4 12.7672 5.8201
0.2179 66.0 5478 1.9581 0.4965 0.2712 0.4403 0.4412 0.8738 0.8691 8.1217 16 4 12.5397 6.6138
0.2083 67.0 5561 1.9525 0.5056 0.2783 0.452 0.4526 0.8755 0.8727 8.2857 16 4 12.7249 6.8783
0.2064 68.0 5644 1.9598 0.5025 0.2715 0.4453 0.4462 0.8746 0.8711 8.2249 16 4 12.5899 7.1429
0.1988 69.0 5727 2.0058 0.5017 0.2793 0.4493 0.4502 0.8757 0.8736 8.2487 16 4 12.8862 6.8783
0.202 70.0 5810 1.9937 0.4954 0.2668 0.4418 0.443 0.8743 0.8697 8.1111 16 4 12.5265 7.9365
0.1886 71.0 5893 2.0146 0.5008 0.2757 0.4477 0.4491 0.8754 0.871 8.1587 16 4 12.5582 7.1429
0.1911 72.0 5976 2.0179 0.4938 0.2703 0.4424 0.4436 0.8741 0.8692 8.119 16 4 12.4603 6.3492
0.1842 73.0 6059 2.0298 0.5016 0.2783 0.4517 0.4523 0.8766 0.8718 8.1058 16 4 12.5397 6.0847
0.1879 74.0 6142 2.0286 0.4974 0.2728 0.4445 0.4446 0.8754 0.8707 8.1958 16 4 12.5529 5.291
0.1848 75.0 6225 2.0334 0.4983 0.2742 0.4447 0.4453 0.875 0.8705 8.1111 16 4 12.5026 5.8201
0.1739 76.0 6308 2.0553 0.4928 0.2695 0.4402 0.4403 0.8749 0.869 8.0026 16 4 12.3836 5.5556
0.1755 77.0 6391 2.0758 0.4987 0.2723 0.4447 0.4449 0.8745 0.8715 8.1852 16 4 12.6693 5.8201
0.1718 78.0 6474 2.0837 0.4978 0.2746 0.4467 0.4473 0.8759 0.8708 8.0503 16 4 12.4101 6.3492
0.1627 79.0 6557 2.0698 0.5026 0.2797 0.4523 0.4522 0.8758 0.8739 8.3016 16 4 12.7143 8.4656
0.173 80.0 6640 2.0829 0.5042 0.2825 0.4542 0.4544 0.876 0.8736 8.2857 16 4 12.7487 7.4074
0.1644 81.0 6723 2.0771 0.4957 0.2718 0.443 0.4438 0.8757 0.871 8.1243 16 4 12.4815 6.0847
0.1613 82.0 6806 2.0779 0.4972 0.2741 0.4486 0.4495 0.876 0.8725 8.2487 16 4 12.6243 6.6138
0.155 83.0 6889 2.1022 0.4997 0.2781 0.4475 0.4481 0.8751 0.8718 8.2884 16 4 12.6958 6.8783
0.1506 84.0 6972 2.1198 0.503 0.2782 0.4495 0.4504 0.8759 0.8728 8.3677 16 4 12.7831 8.4656
0.1526 85.0 7055 2.1269 0.4977 0.2738 0.4472 0.4475 0.8748 0.8721 8.3016 16 4 12.709 7.1429
0.149 86.0 7138 2.1286 0.4966 0.2699 0.4454 0.4458 0.8764 0.8698 8.0053 16 4 12.2751 5.291
0.1472 87.0 7221 2.1412 0.5 0.2788 0.4473 0.4474 0.8758 0.8713 8.1005 16 4 12.4524 6.3492
0.1491 88.0 7304 2.1345 0.4969 0.2782 0.4451 0.4451 0.8753 0.8709 8.119 16 4 12.4947 6.8783
0.1381 89.0 7387 2.1461 0.4964 0.2742 0.4443 0.4442 0.8756 0.8705 8.1296 16 4 12.5053 6.0847
0.1437 90.0 7470 2.1432 0.4992 0.279 0.4451 0.4459 0.8755 0.8712 8.2566 16 4 12.5979 6.3492
0.1404 91.0 7553 2.1540 0.5004 0.2789 0.4486 0.4489 0.8765 0.8719 8.1138 16 4 12.5582 5.291
0.1329 92.0 7636 2.1649 0.5012 0.2804 0.4476 0.4488 0.8765 0.8724 8.1587 16 4 12.5503 5.8201
0.1351 93.0 7719 2.1639 0.4965 0.2757 0.4449 0.4459 0.8752 0.8715 8.1693 15 4 12.4894 7.4074
0.129 94.0 7802 2.1781 0.5063 0.2807 0.4545 0.4552 0.8771 0.8738 8.2646 16 4 12.5688 7.9365
0.1368 95.0 7885 2.1866 0.5007 0.2778 0.4455 0.4456 0.8772 0.8713 8.1058 16 4 12.3704 6.8783
0.1303 96.0 7968 2.1857 0.5038 0.2829 0.4494 0.4496 0.8768 0.8731 8.172 16 3 12.4788 6.8783
0.1258 97.0 8051 2.2108 0.5002 0.2765 0.4461 0.4465 0.8765 0.8724 8.1693 15 4 12.5423 5.8201
0.123 98.0 8134 2.2159 0.5033 0.2838 0.4487 0.4491 0.8771 0.8734 8.2698 16 4 12.6402 7.9365
0.117 99.0 8217 2.2073 0.5101 0.2881 0.4586 0.4584 0.8785 0.875 8.2275 16 4 12.5952 6.8783
0.1231 100.0 8300 2.2047 0.498 0.2775 0.4474 0.4469 0.8756 0.8722 8.328 17 4 12.6905 7.9365
0.12 101.0 8383 2.2128 0.4948 0.2709 0.4437 0.4441 0.8758 0.8714 8.1508 16 4 12.4683 6.6138
0.1135 102.0 8466 2.2282 0.5016 0.2806 0.4505 0.4509 0.8762 0.874 8.3757 17 4 12.7672 8.2011
0.122 103.0 8549 2.2265 0.493 0.2713 0.4437 0.4433 0.8744 0.8697 8.127 17 4 12.5079 5.8201
0.1156 104.0 8632 2.2346 0.4909 0.2684 0.4391 0.439 0.8731 0.8703 8.3519 17 4 12.6931 9.5238
0.1084 105.0 8715 2.2580 0.4891 0.2646 0.437 0.4369 0.8729 0.8697 8.3122 17 4 12.6931 8.2011
0.1122 106.0 8798 2.2623 0.4969 0.2755 0.4443 0.4446 0.8749 0.8719 8.3466 16 4 12.7487 7.4074
0.1131 107.0 8881 2.2554 0.4989 0.2751 0.4481 0.448 0.8758 0.8725 8.2646 16 4 12.7143 6.6138
0.1102 108.0 8964 2.2697 0.5023 0.2787 0.4514 0.4519 0.8768 0.8729 8.2196 16 4 12.6376 7.1429
0.1088 109.0 9047 2.2657 0.4979 0.2778 0.4501 0.4499 0.8746 0.8727 8.4286 16 4 12.8413 8.7302
0.1098 110.0 9130 2.2708 0.4911 0.2698 0.4376 0.4379 0.8749 0.8696 8.0767 16 4 12.4312 6.3492
0.1045 111.0 9213 2.2643 0.5014 0.2778 0.4508 0.4511 0.8758 0.8722 8.1931 16 4 12.5952 6.8783
0.0976 112.0 9296 2.2865 0.5012 0.2802 0.4475 0.4478 0.8761 0.8721 8.1534 16 4 12.5265 7.1429
0.1043 113.0 9379 2.2988 0.5025 0.2858 0.4497 0.4499 0.8767 0.8727 8.2037 16 4 12.5635 7.9365
0.1058 114.0 9462 2.3022 0.5027 0.2833 0.453 0.4535 0.877 0.8734 8.246 16 4 12.6693 8.2011
0.1024 115.0 9545 2.3016 0.498 0.2773 0.4477 0.448 0.8759 0.8721 8.2354 16 4 12.6905 7.9365
0.1049 116.0 9628 2.2934 0.4973 0.2779 0.448 0.4478 0.8758 0.8721 8.1931 16 2 12.6587 7.9365
0.0995 117.0 9711 2.3201 0.4987 0.2766 0.4489 0.4489 0.8766 0.8718 8.1138 16 4 12.5238 6.3492
0.0968 118.0 9794 2.3141 0.492 0.2703 0.4407 0.4403 0.8746 0.8699 8.1138 16 4 12.5079 6.8783
0.095 119.0 9877 2.3291 0.4952 0.2735 0.4456 0.4454 0.8752 0.8703 8.1217 16 2 12.537 6.6138
0.0981 120.0 9960 2.3340 0.4959 0.2765 0.4464 0.446 0.8753 0.8705 8.1429 16 2 12.5556 7.1429
0.0966 121.0 10043 2.3176 0.4953 0.276 0.4464 0.4461 0.875 0.8713 8.1667 16 2 12.5529 6.0847
0.086 122.0 10126 2.3323 0.4999 0.2835 0.4513 0.4516 0.8772 0.8719 8.0688 16 3 12.4577 5.8201
0.092 123.0 10209 2.3340 0.5001 0.2806 0.4512 0.4519 0.8758 0.873 8.2778 16 2 12.7222 7.1429
0.09 124.0 10292 2.3530 0.5054 0.2831 0.4542 0.454 0.8767 0.8743 8.2963 16 2 12.7698 7.1429
0.0935 125.0 10375 2.3389 0.5025 0.2849 0.4526 0.4523 0.8779 0.874 8.1561 16 2 12.5397 7.1429
0.092 126.0 10458 2.3580 0.5057 0.2826 0.4512 0.451 0.8776 0.874 8.2434 16 2 12.5979 7.4074
0.0881 127.0 10541 2.3666 0.5069 0.2839 0.4563 0.4557 0.8775 0.8741 8.2831 16 3 12.6878 7.672
0.0857 128.0 10624 2.3517 0.5041 0.2823 0.4528 0.4526 0.8775 0.8734 8.1746 16 2 12.5661 6.8783
0.0869 129.0 10707 2.3571 0.5009 0.2796 0.4502 0.4502 0.8769 0.8725 8.1217 16 2 12.5 6.3492
0.0818 130.0 10790 2.3604 0.5076 0.2872 0.4591 0.459 0.8792 0.8743 8.0952 16 2 12.4735 6.0847
0.0876 131.0 10873 2.3589 0.4996 0.2815 0.4498 0.4502 0.8766 0.8722 8.1243 16 2 12.5582 5.291
0.0871 132.0 10956 2.3850 0.5 0.2845 0.4512 0.4513 0.877 0.8726 8.1508 16 4 12.5661 6.3492
0.0854 133.0 11039 2.3704 0.4958 0.2757 0.4441 0.4445 0.8766 0.8706 8.0423 15 2 12.4815 5.5556
0.0856 134.0 11122 2.3682 0.4973 0.2754 0.4426 0.4423 0.8746 0.8725 8.2937 16 2 12.7963 7.672
0.0839 135.0 11205 2.3730 0.4978 0.2762 0.4457 0.4455 0.8749 0.8719 8.2566 16 3 12.7196 6.3492
0.0855 136.0 11288 2.3803 0.4942 0.2725 0.4399 0.4401 0.8743 0.8712 8.2381 16 2 12.6878 5.8201
0.0829 137.0 11371 2.3822 0.4959 0.2723 0.4447 0.4445 0.8753 0.8721 8.2566 16 2 12.6587 7.672
0.0832 138.0 11454 2.3868 0.4957 0.2713 0.4438 0.4437 0.8749 0.8714 8.1878 16 3 12.6243 6.3492
0.086 139.0 11537 2.3940 0.4979 0.2744 0.4429 0.4428 0.8754 0.8717 8.1825 16 3 12.582 6.8783
0.0789 140.0 11620 2.3893 0.5057 0.2811 0.4507 0.4511 0.8767 0.8739 8.209 16 3 12.672 6.3492
0.0841 141.0 11703 2.3948 0.5021 0.275 0.4477 0.4476 0.875 0.8725 8.2698 16 3 12.7354 7.1429
0.0784 142.0 11786 2.3889 0.4999 0.2737 0.4464 0.4466 0.8756 0.8727 8.2566 16 2 12.7566 6.3492
0.0752 143.0 11869 2.4188 0.5032 0.2759 0.4477 0.4479 0.8765 0.8729 8.1693 16 2 12.6217 5.291
0.0769 144.0 11952 2.4022 0.4994 0.2743 0.4438 0.4438 0.8753 0.8715 8.2063 16 2 12.6746 6.8783
0.0773 145.0 12035 2.4139 0.5042 0.2819 0.4518 0.4519 0.8772 0.8736 8.209 16 2 12.6243 6.0847
0.0751 146.0 12118 2.4150 0.4909 0.2655 0.4387 0.4386 0.875 0.8694 8.0079 16 2 12.455 3.9683
0.0816 147.0 12201 2.4090 0.4968 0.2711 0.443 0.4437 0.8752 0.8715 8.1667 17 2 12.6058 5.5556
0.0775 148.0 12284 2.4251 0.5002 0.2752 0.4459 0.4463 0.8764 0.8727 8.1878 16 2 12.6693 5.8201
0.0761 149.0 12367 2.4093 0.5032 0.2805 0.4516 0.4512 0.8767 0.8741 8.2011 15 3 12.6243 4.7619
0.078 150.0 12450 2.4119 0.4981 0.2737 0.4484 0.4488 0.8767 0.8726 8.127 16 2 12.5688 5.5556
0.0791 151.0 12533 2.4017 0.4959 0.2723 0.4462 0.4463 0.8756 0.8715 8.1561 16 2 12.5503 5.291
0.0762 152.0 12616 2.4192 0.4995 0.2736 0.4507 0.4503 0.8758 0.8711 8.1243 15 2 12.5688 5.5556
0.0761 153.0 12699 2.4085 0.5022 0.2781 0.4529 0.4524 0.8759 0.8728 8.2804 16 3 12.6667 6.3492
0.0738 154.0 12782 2.4299 0.5019 0.2785 0.452 0.4523 0.8771 0.872 8.0952 16 3 12.4894 5.8201
0.0735 155.0 12865 2.4236 0.5002 0.2792 0.4514 0.4515 0.8771 0.872 8.0767 16 3 12.4947 5.291
0.0722 156.0 12948 2.4271 0.5035 0.279 0.4528 0.4527 0.8765 0.8739 8.3413 16 3 12.7011 7.4074
0.069 157.0 13031 2.4337 0.4978 0.2731 0.4473 0.4475 0.8748 0.8714 8.2937 16 3 12.6402 6.8783
0.0737 158.0 13114 2.4321 0.4962 0.2722 0.4441 0.4444 0.8762 0.8714 8.0926 16 3 12.4815 5.8201
0.0673 159.0 13197 2.4347 0.4967 0.2748 0.4446 0.4438 0.8748 0.8718 8.1905 16 3 12.6111 5.5556
0.0713 160.0 13280 2.4431 0.5017 0.2771 0.4508 0.4509 0.8764 0.8729 8.2011 16 3 12.6058 6.0847
0.0757 161.0 13363 2.4656 0.4969 0.2737 0.4458 0.4459 0.8759 0.8711 8.119 16 3 12.5582 5.5556
0.0756 162.0 13446 2.4435 0.4978 0.2747 0.4454 0.445 0.8749 0.8718 8.2619 16 3 12.6746 6.6138
0.0738 163.0 13529 2.4417 0.5045 0.2824 0.4522 0.4523 0.8765 0.8736 8.2302 16 3 12.6508 5.8201
0.0656 164.0 13612 2.4491 0.5009 0.2757 0.4494 0.4497 0.8763 0.8725 8.164 16 3 12.6032 5.5556
0.0726 165.0 13695 2.4493 0.4994 0.2773 0.4475 0.4478 0.8759 0.8728 8.2407 16 3 12.6508 6.6138
0.0704 166.0 13778 2.4400 0.4982 0.2766 0.4479 0.4478 0.8761 0.8717 8.0952 16 3 12.5344 4.7619
0.0681 167.0 13861 2.4468 0.499 0.2753 0.4469 0.4469 0.8762 0.8717 8.1455 16 3 12.5952 5.0265
0.0646 168.0 13944 2.4546 0.497 0.2754 0.445 0.4447 0.8746 0.8717 8.2116 16 3 12.6878 5.0265
0.0712 169.0 14027 2.4622 0.4959 0.2714 0.442 0.4424 0.8748 0.8713 8.2116 16 3 12.6138 5.5556
0.0724 170.0 14110 2.4731 0.4998 0.2729 0.4445 0.4443 0.8754 0.8715 8.1746 16 3 12.5635 5.0265
0.0689 171.0 14193 2.4743 0.4977 0.273 0.4452 0.4451 0.8749 0.8712 8.2037 16 3 12.6032 5.5556
0.0684 172.0 14276 2.4612 0.5047 0.2798 0.4489 0.4492 0.8761 0.874 8.3333 16 3 12.7857 6.6138
0.069 173.0 14359 2.4644 0.4997 0.2778 0.4492 0.4499 0.8757 0.8726 8.2275 16 3 12.6905 6.0847
0.0703 174.0 14442 2.4594 0.498 0.2722 0.4442 0.4442 0.8748 0.8726 8.2407 16 3 12.6931 5.5556
0.0685 175.0 14525 2.4617 0.4988 0.2762 0.448 0.4484 0.8761 0.8725 8.164 16 3 12.5873 5.8201
0.0647 176.0 14608 2.4674 0.4998 0.2777 0.4481 0.4482 0.8764 0.872 8.1243 16 3 12.5397 5.0265
0.065 177.0 14691 2.4695 0.4998 0.2751 0.4466 0.4467 0.8761 0.8723 8.1746 16 3 12.6005 5.291
0.0622 178.0 14774 2.4708 0.5043 0.283 0.4527 0.4529 0.8773 0.8739 8.1878 16 3 12.5926 5.8201
0.0639 179.0 14857 2.4797 0.4996 0.2745 0.4486 0.4482 0.8756 0.8726 8.164 16 3 12.5952 5.291
0.0646 180.0 14940 2.4685 0.497 0.2757 0.449 0.4486 0.8763 0.8721 8.119 16 3 12.5794 4.4974
0.0625 181.0 15023 2.4856 0.4996 0.2746 0.4486 0.4484 0.8764 0.8723 8.1481 16 3 12.5503 5.0265
0.0653 182.0 15106 2.4901 0.4987 0.2715 0.4473 0.4477 0.8756 0.8723 8.1931 16 3 12.6402 5.8201
0.065 183.0 15189 2.4897 0.5016 0.275 0.4497 0.4494 0.8766 0.8722 8.119 16 2 12.5053 5.291
0.0614 184.0 15272 2.4936 0.4984 0.2738 0.4459 0.4461 0.8758 0.8719 8.1667 16 3 12.5582 5.8201
0.0649 185.0 15355 2.4916 0.4983 0.2731 0.4435 0.4438 0.876 0.8723 8.1931 16 3 12.5926 5.8201
0.0618 186.0 15438 2.4926 0.4992 0.2742 0.4456 0.4456 0.8758 0.8719 8.1958 16 3 12.5899 6.0847
0.0624 187.0 15521 2.4986 0.499 0.2732 0.4452 0.4452 0.8758 0.8722 8.1693 16 3 12.6005 5.291
0.0641 188.0 15604 2.4982 0.5059 0.2806 0.4503 0.4508 0.877 0.8737 8.2063 16 3 12.6005 4.7619
0.0663 189.0 15687 2.4938 0.5031 0.2761 0.4483 0.4488 0.8763 0.8731 8.1614 16 3 12.5847 5.8201
0.0633 190.0 15770 2.4823 0.499 0.278 0.446 0.4457 0.8763 0.8727 8.1481 16 3 12.5608 5.0265
0.0653 191.0 15853 2.4956 0.4983 0.2744 0.4445 0.4446 0.8762 0.8722 8.1217 16 3 12.5741 5.0265
0.0657 192.0 15936 2.4920 0.5034 0.2804 0.4482 0.4476 0.8762 0.8735 8.2566 16 2 12.6693 6.0847
0.0625 193.0 16019 2.4892 0.504 0.2815 0.4499 0.4496 0.8767 0.8735 8.2381 16 2 12.6958 5.8201
0.0621 194.0 16102 2.4890 0.503 0.28 0.45 0.45 0.8765 0.8726 8.1614 16 3 12.5873 5.8201
0.063 195.0 16185 2.4954 0.5013 0.2773 0.4493 0.4487 0.8763 0.8724 8.1984 16 2 12.6323 5.8201
0.0626 196.0 16268 2.4961 0.5001 0.2769 0.4489 0.4493 0.8762 0.872 8.1746 16 2 12.5556 5.8201
0.0623 197.0 16351 2.5007 0.4954 0.271 0.4415 0.4416 0.8749 0.8708 8.2011 16 2 12.537 6.0847
0.0607 198.0 16434 2.5061 0.5023 0.2764 0.4498 0.4497 0.876 0.872 8.1852 16 2 12.5926 6.0847
0.0621 199.0 16517 2.5001 0.4951 0.2746 0.4449 0.4447 0.875 0.8712 8.172 16 2 12.5582 6.0847
0.0581 200.0 16600 2.5074 0.497 0.2725 0.4455 0.4459 0.8757 0.8719 8.2011 15 2 12.5794 5.8201
0.06 201.0 16683 2.5067 0.4948 0.2734 0.4444 0.4445 0.8749 0.8713 8.1958 16 2 12.5661 5.8201
0.0614 202.0 16766 2.5133 0.4941 0.2742 0.445 0.445 0.8752 0.8715 8.1667 16 2 12.5476 6.0847
0.0637 203.0 16849 2.5173 0.4957 0.2739 0.446 0.446 0.8756 0.8717 8.1852 15 2 12.5767 5.291
0.0592 204.0 16932 2.5142 0.4909 0.2726 0.4435 0.4434 0.875 0.871 8.1481 16 2 12.5238 5.5556
0.0594 205.0 17015 2.5157 0.4936 0.2727 0.4458 0.4453 0.8756 0.8715 8.1349 16 2 12.5317 5.5556
0.0584 206.0 17098 2.5139 0.4929 0.2724 0.4439 0.4441 0.8753 0.871 8.172 15 3 12.5688 5.8201
0.0602 207.0 17181 2.5148 0.5 0.2784 0.4503 0.4507 0.8763 0.8726 8.1746 15 3 12.5714 5.5556
0.0623 208.0 17264 2.5022 0.5021 0.2811 0.4545 0.4546 0.8773 0.8733 8.1534 15 3 12.5582 5.291
0.0599 209.0 17347 2.5013 0.4986 0.2768 0.45 0.4502 0.8763 0.8725 8.1825 16 3 12.6032 5.5556
0.0564 210.0 17430 2.5135 0.501 0.2793 0.4518 0.4523 0.8764 0.8728 8.2063 16 3 12.672 5.8201
0.0576 211.0 17513 2.5129 0.4994 0.2762 0.4501 0.4497 0.8754 0.8723 8.2063 15 3 12.6852 5.5556
0.0624 212.0 17596 2.5019 0.4988 0.2755 0.4497 0.4496 0.8753 0.8719 8.1852 15 4 12.619 5.5556
0.0549 213.0 17679 2.5068 0.4993 0.2775 0.4499 0.45 0.8758 0.8724 8.1958 16 4 12.672 6.3492
0.0599 214.0 17762 2.5078 0.4965 0.2741 0.4464 0.4463 0.8753 0.8719 8.1746 17 2 12.582 6.0847
0.0595 215.0 17845 2.5134 0.5021 0.281 0.4527 0.453 0.8766 0.8732 8.1667 16 4 12.6138 5.8201
0.0606 216.0 17928 2.5134 0.5025 0.2804 0.4548 0.4553 0.8768 0.873 8.1376 16 4 12.582 5.5556
0.0593 217.0 18011 2.5090 0.5043 0.2818 0.4547 0.4551 0.8769 0.8734 8.1614 16 4 12.582 5.8201
0.0617 218.0 18094 2.5083 0.4994 0.2755 0.449 0.4491 0.8762 0.8728 8.1852 16 3 12.582 5.8201
0.059 219.0 18177 2.5082 0.4971 0.2731 0.4467 0.4472 0.8759 0.8721 8.1296 16 2 12.5132 5.5556
0.0592 220.0 18260 2.5075 0.4973 0.2754 0.4463 0.4467 0.8761 0.8729 8.1852 16 2 12.5661 5.8201
0.0595 221.0 18343 2.5078 0.4964 0.2738 0.4462 0.4463 0.8758 0.8727 8.1746 16 2 12.537 5.8201
0.0573 222.0 18426 2.5065 0.4929 0.2705 0.4424 0.4425 0.8757 0.8716 8.1323 16 3 12.4709 5.5556
0.0541 223.0 18509 2.5154 0.4937 0.2705 0.443 0.4431 0.8755 0.8715 8.1243 16 3 12.463 5.8201
0.0589 224.0 18592 2.5163 0.4946 0.2718 0.4437 0.4438 0.8755 0.8718 8.164 16 2 12.5185 5.8201
0.0566 225.0 18675 2.5151 0.4922 0.2703 0.4418 0.4423 0.8754 0.8715 8.1508 16 2 12.5053 5.8201
0.0557 226.0 18758 2.5158 0.4926 0.2687 0.4411 0.4415 0.8752 0.8712 8.1481 16 2 12.5185 5.5556
0.053 227.0 18841 2.5210 0.4928 0.2696 0.4418 0.4425 0.8748 0.8712 8.1614 16 2 12.537 6.0847
0.0583 228.0 18924 2.5222 0.4942 0.2702 0.4446 0.4452 0.8751 0.8712 8.1508 16 3 12.5397 5.291
0.0615 229.0 19007 2.5243 0.4927 0.2697 0.4409 0.4413 0.875 0.871 8.1534 16 2 12.5344 5.291
0.0585 230.0 19090 2.5194 0.4916 0.27 0.4404 0.4407 0.875 0.8706 8.1164 16 3 12.4868 5.291
0.0563 231.0 19173 2.5186 0.4901 0.2673 0.4381 0.4389 0.8741 0.8704 8.1614 16 2 12.5794 5.5556
0.0523 232.0 19256 2.5209 0.4913 0.2681 0.4395 0.4402 0.875 0.8703 8.0979 16 2 12.463 5.291
0.0543 233.0 19339 2.5230 0.4932 0.2715 0.4428 0.444 0.8756 0.8707 8.0688 16 2 12.4471 5.291
0.0561 234.0 19422 2.5236 0.4961 0.274 0.4455 0.4459 0.8762 0.8718 8.1005 16 2 12.4868 5.291
0.0551 235.0 19505 2.5214 0.4959 0.2739 0.4456 0.4462 0.876 0.8717 8.1243 16 2 12.4921 5.291
0.0575 236.0 19588 2.5205 0.4984 0.2751 0.4478 0.4485 0.8763 0.8724 8.1349 16 2 12.5159 5.5556
0.0596 237.0 19671 2.5214 0.4957 0.2726 0.4447 0.4455 0.876 0.8716 8.119 16 2 12.4841 5.5556
0.0546 238.0 19754 2.5209 0.4948 0.2733 0.445 0.4455 0.8761 0.8717 8.0926 16 3 12.4868 5.5556
0.0577 239.0 19837 2.5189 0.4962 0.2724 0.446 0.4463 0.8762 0.8717 8.0661 16 3 12.4497 5.5556
0.0577 240.0 19920 2.5190 0.4969 0.2738 0.4465 0.4467 0.8761 0.8722 8.1349 16 3 12.5423 5.8201
0.0547 241.0 20003 2.5187 0.4961 0.2729 0.4459 0.446 0.8759 0.872 8.1217 16 3 12.5265 5.8201
0.0506 242.0 20086 2.5190 0.4965 0.2735 0.4465 0.4469 0.8761 0.8721 8.1217 16 3 12.5132 5.8201
0.0539 243.0 20169 2.5192 0.4968 0.2743 0.4466 0.4469 0.8762 0.8721 8.1164 16 3 12.4974 6.0847
0.0529 244.0 20252 2.5203 0.496 0.2734 0.4461 0.4464 0.8762 0.8718 8.0899 16 3 12.4683 5.5556
0.0567 245.0 20335 2.5208 0.4971 0.2741 0.4476 0.4472 0.8763 0.8723 8.127 16 3 12.5212 5.5556
0.0563 246.0 20418 2.5219 0.4976 0.2749 0.4476 0.4477 0.8764 0.8722 8.1243 16 3 12.5079 6.0847
0.0542 247.0 20501 2.5230 0.4997 0.2766 0.4495 0.4495 0.8766 0.8724 8.119 16 3 12.5079 5.8201
0.0537 248.0 20584 2.5234 0.5001 0.278 0.4505 0.4509 0.8768 0.8725 8.1138 16 3 12.5 5.8201
0.0573 249.0 20667 2.5236 0.4999 0.2774 0.4503 0.4506 0.8767 0.8725 8.1138 16 3 12.5 5.8201
0.0562 250.0 20750 2.5235 0.4999 0.2774 0.4503 0.4506 0.8767 0.8725 8.1138 16 3 12.5 5.8201

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