flan-t5-rouge-squad-qg-test-06
This model is a fine-tuned version of google/flan-t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.1894
- Rouge1: 0.0918
- Rouge2: 0.0
- Rougel: 0.0918
- Rougelsum: 0.0919
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: 0.6
- train_batch_size: 100
- eval_batch_size: 100
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 400
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 640
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
|---|---|---|---|---|---|---|---|
| 40.2347 | 1.0 | 1 | 33.7433 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 36.3885 | 2.0 | 2 | 64.7766 | 0.0 | 0.0 | 0.0 | 0.0 |
| 69.9146 | 3.0 | 3 | 125.8855 | 0.0 | 0.0 | 0.0 | 0.0 |
| 119.8815 | 4.0 | 4 | 30.0169 | 0.0 | 0.0 | 0.0 | 0.0 |
| 35.8783 | 5.0 | 5 | 58.8481 | 0.0 | 0.0 | 0.0 | 0.0 |
| 54.9147 | 6.0 | 6 | 151.2756 | 0.0 | 0.0 | 0.0 | 0.0 |
| 142.3947 | 7.0 | 7 | 158.1704 | 0.0033 | 0.0 | 0.0034 | 0.0034 |
| 149.9686 | 8.0 | 8 | 75.5901 | 0.0 | 0.0 | 0.0 | 0.0 |
| 72.219 | 9.0 | 9 | 40.4456 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36.1802 | 10.0 | 10 | 28.5114 | 0.0 | 0.0 | 0.0 | 0.0 |
| 29.0775 | 11.0 | 11 | 36.9599 | 0.0 | 0.0 | 0.0 | 0.0 |
| 39.0886 | 12.0 | 12 | 25.2562 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 35.5234 | 13.0 | 13 | 31.1751 | 0.0 | 0.0 | 0.0 | 0.0 |
| 27.7981 | 14.0 | 14 | 35.1381 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.3757 | 15.0 | 15 | 108.5518 | 0.0 | 0.0 | 0.0 | 0.0 |
| 107.785 | 16.0 | 16 | 122.8512 | 0.0034 | 0.0 | 0.0034 | 0.0034 |
| 124.9635 | 17.0 | 17 | 84.1512 | 0.0067 | 0.0009 | 0.0068 | 0.0068 |
| 94.7839 | 18.0 | 18 | 28.3468 | 0.0 | 0.0 | 0.0 | 0.0 |
| 38.0059 | 19.0 | 19 | 32.5312 | 0.0 | 0.0 | 0.0 | 0.0 |
| 34.5793 | 20.0 | 20 | 28.2145 | 0.0 | 0.0 | 0.0 | 0.0 |
| 29.5387 | 21.0 | 21 | 107.6659 | 0.0 | 0.0 | 0.0 | 0.0 |
| 104.0908 | 22.0 | 22 | 168.7878 | 0.0 | 0.0 | 0.0 | 0.0 |
| 158.0492 | 23.0 | 23 | 154.0533 | 0.0 | 0.0 | 0.0 | 0.0 |
| 156.562 | 24.0 | 24 | 154.1964 | 0.0535 | 0.0 | 0.0536 | 0.0534 |
| 151.6026 | 25.0 | 25 | 98.6303 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 113.476 | 26.0 | 26 | 61.8429 | 0.0 | 0.0 | 0.0 | 0.0 |
| 68.4994 | 27.0 | 27 | 33.6757 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 45.3217 | 28.0 | 28 | 28.5388 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.6088 | 29.0 | 29 | 27.8379 | 0.0 | 0.0 | 0.0 | 0.0 |
| 34.6795 | 30.0 | 30 | 25.5698 | 0.0 | 0.0 | 0.0 | 0.0 |
| 33.7863 | 31.0 | 31 | 27.1661 | 0.0 | 0.0 | 0.0 | 0.0 |
| 33.3016 | 32.0 | 32 | 25.9773 | 0.0 | 0.0 | 0.0 | 0.0 |
| 30.0002 | 33.0 | 33 | 28.1917 | 0.0 | 0.0 | 0.0 | 0.0 |
| 28.6488 | 34.0 | 34 | 21.4786 | 0.0 | 0.0 | 0.0 | 0.0 |
| 30.6577 | 35.0 | 35 | 20.3777 | 0.0 | 0.0 | 0.0 | 0.0 |
| 30.3657 | 36.0 | 36 | 20.0452 | 0.0 | 0.0 | 0.0 | 0.0 |
| 25.3713 | 37.0 | 37 | 18.9815 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.5606 | 38.0 | 38 | 20.1056 | 0.0 | 0.0 | 0.0 | 0.0 |
| 27.2747 | 39.0 | 39 | 43.8675 | 0.0 | 0.0 | 0.0 | 0.0 |
| 53.194 | 40.0 | 40 | 15.6047 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 31.3452 | 41.0 | 41 | 44.2592 | 0.0 | 0.0 | 0.0 | 0.0 |
| 45.3428 | 42.0 | 42 | 29.6704 | 0.0 | 0.0 | 0.0 | 0.0 |
| 34.4372 | 43.0 | 43 | 22.7950 | 0.0 | 0.0 | 0.0 | 0.0 |
| 31.1298 | 44.0 | 44 | 21.3676 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.3005 | 45.0 | 45 | 19.1851 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.0925 | 46.0 | 46 | 20.8174 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 23.4132 | 47.0 | 47 | 22.7687 | 0.0 | 0.0 | 0.0 | 0.0 |
| 25.9221 | 48.0 | 48 | 22.5807 | 0.0 | 0.0 | 0.0 | 0.0 |
| 26.5103 | 49.0 | 49 | 24.0134 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.2745 | 50.0 | 50 | 23.1597 | 0.0535 | 0.0 | 0.0536 | 0.0534 |
| 27.1322 | 51.0 | 51 | 19.2766 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.9169 | 52.0 | 52 | 19.2269 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.9032 | 53.0 | 53 | 16.3714 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.7316 | 54.0 | 54 | 29.7686 | 0.0 | 0.0 | 0.0 | 0.0 |
| 31.4185 | 55.0 | 55 | 16.2568 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.0499 | 56.0 | 56 | 19.5645 | 0.0 | 0.0 | 0.0 | 0.0 |
| 27.9379 | 57.0 | 57 | 11.8118 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.0973 | 58.0 | 58 | 19.3518 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.786 | 59.0 | 59 | 20.5825 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.2411 | 60.0 | 60 | 23.8027 | 0.0 | 0.0 | 0.0 | 0.0 |
| 28.8742 | 61.0 | 61 | 11.2921 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.9652 | 62.0 | 62 | 11.9087 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.4324 | 63.0 | 63 | 16.0968 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.101 | 64.0 | 64 | 11.0381 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.6113 | 65.0 | 65 | 11.8549 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.329 | 66.0 | 66 | 10.8088 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.9264 | 67.0 | 67 | 12.5245 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.6985 | 68.0 | 68 | 14.4210 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.0439 | 69.0 | 69 | 13.5267 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.1974 | 70.0 | 70 | 7.8603 | 0.0535 | 0.0 | 0.0536 | 0.0534 |
| 13.6142 | 71.0 | 71 | 9.6988 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.3835 | 72.0 | 72 | 7.4025 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 10.0803 | 73.0 | 73 | 14.0563 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 15.6941 | 74.0 | 74 | 9.8946 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.4856 | 75.0 | 75 | 7.4784 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.8245 | 76.0 | 76 | 8.6199 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.9969 | 77.0 | 77 | 6.6801 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 7.6497 | 78.0 | 78 | 23.8849 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.0417 | 79.0 | 79 | 13.5014 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.3097 | 80.0 | 80 | 9.4074 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.6398 | 81.0 | 81 | 8.7053 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.08 | 82.0 | 82 | 9.6174 | 0.0011 | 0.0 | 0.0011 | 0.0011 |
| 11.8782 | 83.0 | 83 | 12.6037 | 0.0086 | 0.0 | 0.0085 | 0.0085 |
| 13.1831 | 84.0 | 84 | 9.4845 | 0.0008 | 0.0 | 0.0008 | 0.0008 |
| 10.5011 | 85.0 | 85 | 10.0369 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.1453 | 86.0 | 86 | 10.0624 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.4988 | 87.0 | 87 | 7.9519 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.9584 | 88.0 | 88 | 9.6911 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.9168 | 89.0 | 89 | 8.6611 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 9.7619 | 90.0 | 90 | 8.0707 | 0.0009 | 0.0 | 0.0008 | 0.0008 |
| 8.4084 | 91.0 | 91 | 7.8000 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.2137 | 92.0 | 92 | 7.7411 | 0.0126 | 0.0 | 0.0124 | 0.0125 |
| 8.4927 | 93.0 | 93 | 11.5054 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.2666 | 94.0 | 94 | 9.1321 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.0698 | 95.0 | 95 | 8.4519 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.8984 | 96.0 | 96 | 8.1720 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.7492 | 97.0 | 97 | 6.6278 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 7.6789 | 98.0 | 98 | 9.2584 | 0.0009 | 0.0 | 0.0009 | 0.0009 |
| 9.5306 | 99.0 | 99 | 9.0040 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.9297 | 100.0 | 100 | 7.9108 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.9297 | 101.0 | 101 | 8.6839 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.1688 | 102.0 | 102 | 6.4543 | 0.0234 | 0.0 | 0.0234 | 0.0232 |
| 7.2502 | 103.0 | 103 | 6.5278 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.4729 | 104.0 | 104 | 8.0584 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.9745 | 105.0 | 105 | 6.6407 | 0.0066 | 0.0 | 0.0062 | 0.0063 |
| 7.1919 | 106.0 | 106 | 5.9186 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.318 | 107.0 | 107 | 6.3094 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.6869 | 108.0 | 108 | 8.4527 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.6457 | 109.0 | 109 | 6.4071 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.5685 | 110.0 | 110 | 5.1452 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.9328 | 111.0 | 111 | 6.9513 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.5479 | 112.0 | 112 | 5.8841 | 0.0018 | 0.0 | 0.0018 | 0.0019 |
| 7.6245 | 113.0 | 113 | 4.6364 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.7952 | 114.0 | 114 | 4.7068 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 5.364 | 115.0 | 115 | 7.5010 | 0.0086 | 0.0 | 0.0085 | 0.0085 |
| 7.2457 | 116.0 | 116 | 6.7921 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.4064 | 117.0 | 117 | 8.4638 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.3391 | 118.0 | 118 | 5.9462 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.4285 | 119.0 | 119 | 9.4400 | 0.0163 | 0.0 | 0.0162 | 0.0162 |
| 9.6475 | 120.0 | 120 | 8.0455 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.5279 | 121.0 | 121 | 6.4996 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.3825 | 122.0 | 122 | 6.5402 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.2011 | 123.0 | 123 | 5.9428 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.2419 | 124.0 | 124 | 5.7172 | 0.0028 | 0.0 | 0.0028 | 0.0029 |
| 6.3254 | 125.0 | 125 | 4.3959 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1949 | 126.0 | 126 | 6.8793 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.7967 | 127.0 | 127 | 7.2231 | 0.0155 | 0.0 | 0.0154 | 0.0154 |
| 6.9156 | 128.0 | 128 | 5.6931 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.359 | 129.0 | 129 | 5.8369 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.9677 | 130.0 | 130 | 5.4683 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.4712 | 131.0 | 131 | 4.3834 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 5.4746 | 132.0 | 132 | 5.6709 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.9028 | 133.0 | 133 | 6.3006 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.8008 | 134.0 | 134 | 6.2972 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.9365 | 135.0 | 135 | 5.1355 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.7102 | 136.0 | 136 | 5.4217 | 0.0006 | 0.0 | 0.0006 | 0.0006 |
| 6.7211 | 137.0 | 137 | 4.9019 | 0.0535 | 0.0 | 0.0536 | 0.0534 |
| 5.6379 | 138.0 | 138 | 4.1165 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0396 | 139.0 | 139 | 6.0978 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.2689 | 140.0 | 140 | 6.3010 | 0.0005 | 0.0 | 0.0005 | 0.0005 |
| 7.1019 | 141.0 | 141 | 4.9121 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.0985 | 142.0 | 142 | 4.7461 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.6114 | 143.0 | 143 | 4.8878 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2667 | 144.0 | 144 | 4.8130 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.443 | 145.0 | 145 | 4.5234 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.4755 | 146.0 | 146 | 5.0055 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.6898 | 147.0 | 147 | 4.3033 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2315 | 148.0 | 148 | 4.7835 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.7432 | 149.0 | 149 | 3.1687 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0203 | 150.0 | 150 | 3.6019 | 0.0351 | 0.0 | 0.0351 | 0.0350 |
| 3.9312 | 151.0 | 151 | 3.8215 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8352 | 152.0 | 152 | 4.3903 | 0.0029 | 0.0 | 0.0028 | 0.0028 |
| 4.4847 | 153.0 | 153 | 4.0205 | 0.0007 | 0.0 | 0.0007 | 0.0007 |
| 4.6282 | 154.0 | 154 | 4.5310 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.118 | 155.0 | 155 | 4.9919 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.3314 | 156.0 | 156 | 5.1180 | 0.0027 | 0.0 | 0.0028 | 0.0028 |
| 5.8474 | 157.0 | 157 | 5.3141 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.7384 | 158.0 | 158 | 4.4683 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8437 | 159.0 | 159 | 4.8102 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 5.6594 | 160.0 | 160 | 4.1044 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 4.6446 | 161.0 | 161 | 4.9171 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2882 | 162.0 | 162 | 4.5418 | 0.0017 | 0.0 | 0.0017 | 0.0017 |
| 4.7546 | 163.0 | 163 | 3.4558 | 0.0016 | 0.0 | 0.0016 | 0.0016 |
| 4.2885 | 164.0 | 164 | 3.7866 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.7963 | 165.0 | 165 | 4.3545 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.7441 | 166.0 | 166 | 3.1793 | 0.0059 | 0.0 | 0.0059 | 0.0060 |
| 4.0592 | 167.0 | 167 | 3.2417 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.2155 | 168.0 | 168 | 4.1006 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2471 | 169.0 | 169 | 3.8856 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9349 | 170.0 | 170 | 3.2280 | 0.0217 | 0.0 | 0.0216 | 0.0218 |
| 3.3959 | 171.0 | 171 | 3.5542 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2419 | 172.0 | 172 | 4.7591 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.969 | 173.0 | 173 | 3.6297 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9501 | 174.0 | 174 | 4.1526 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.4751 | 175.0 | 175 | 4.4369 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2495 | 176.0 | 176 | 3.8235 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.307 | 177.0 | 177 | 3.3899 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7593 | 178.0 | 178 | 3.7201 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8134 | 179.0 | 179 | 4.7106 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0967 | 180.0 | 180 | 5.2483 | 0.0038 | 0.0 | 0.0039 | 0.0039 |
| 5.7981 | 181.0 | 181 | 4.2254 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.589 | 182.0 | 182 | 3.4169 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8898 | 183.0 | 183 | 4.2604 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 5.1314 | 184.0 | 184 | 4.3308 | 0.0515 | 0.0003 | 0.0514 | 0.0513 |
| 4.6356 | 185.0 | 185 | 4.3115 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.481 | 186.0 | 186 | 4.5663 | 0.0067 | 0.0 | 0.0066 | 0.0066 |
| 5.051 | 187.0 | 187 | 3.9146 | 0.0009 | 0.0 | 0.0009 | 0.0009 |
| 4.2575 | 188.0 | 188 | 3.6694 | 0.0155 | 0.0 | 0.0154 | 0.0154 |
| 4.1143 | 189.0 | 189 | 3.5085 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.4381 | 190.0 | 190 | 5.2487 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 5.6534 | 191.0 | 191 | 4.7710 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0387 | 192.0 | 192 | 4.4980 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.4966 | 193.0 | 193 | 3.4236 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.9662 | 194.0 | 194 | 4.8858 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0339 | 195.0 | 195 | 4.8060 | 0.0535 | 0.0 | 0.0536 | 0.0534 |
| 5.1274 | 196.0 | 196 | 3.8466 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.4491 | 197.0 | 197 | 3.7737 | 0.0079 | 0.0 | 0.0079 | 0.0079 |
| 4.5357 | 198.0 | 198 | 5.1603 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.3162 | 199.0 | 199 | 3.8176 | 0.0187 | 0.0 | 0.0183 | 0.0183 |
| 4.2376 | 200.0 | 200 | 4.4262 | 0.0022 | 0.0 | 0.0022 | 0.0021 |
| 5.0744 | 201.0 | 201 | 5.6194 | 0.0020 | 0.0 | 0.0020 | 0.0019 |
| 6.5269 | 202.0 | 202 | 4.5495 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.3721 | 203.0 | 203 | 4.2073 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6001 | 204.0 | 204 | 3.8767 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.556 | 205.0 | 205 | 3.9630 | 0.0012 | 0.0 | 0.0012 | 0.0012 |
| 5.0554 | 206.0 | 206 | 2.8237 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9333 | 207.0 | 207 | 3.1659 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6143 | 208.0 | 208 | 3.3800 | 0.0024 | 0.0 | 0.0024 | 0.0024 |
| 3.9473 | 209.0 | 209 | 4.2479 | 0.0216 | 0.0 | 0.0214 | 0.0217 |
| 4.6566 | 210.0 | 210 | 4.0537 | 0.0086 | 0.0 | 0.0085 | 0.0085 |
| 4.3221 | 211.0 | 211 | 3.5082 | 0.0400 | 0.0 | 0.0400 | 0.0398 |
| 4.469 | 212.0 | 212 | 3.7264 | 0.0078 | 0.0 | 0.0079 | 0.0080 |
| 4.2388 | 213.0 | 213 | 3.5855 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8701 | 214.0 | 214 | 3.6763 | 0.0589 | 0.0 | 0.0589 | 0.0589 |
| 3.8477 | 215.0 | 215 | 3.8313 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8787 | 216.0 | 216 | 3.9319 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1011 | 217.0 | 217 | 3.5307 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4705 | 218.0 | 218 | 2.5047 | 0.0038 | 0.0 | 0.0038 | 0.0039 |
| 2.7253 | 219.0 | 219 | 3.1595 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7197 | 220.0 | 220 | 4.1119 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.7523 | 221.0 | 221 | 3.8248 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2264 | 222.0 | 222 | 2.9935 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 3.8469 | 223.0 | 223 | 3.3387 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7302 | 224.0 | 224 | 3.4713 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6689 | 225.0 | 225 | 2.9052 | 0.0046 | 0.0 | 0.0047 | 0.0045 |
| 3.0459 | 226.0 | 226 | 3.3424 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9142 | 227.0 | 227 | 2.5735 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9026 | 228.0 | 228 | 3.1278 | 0.0261 | 0.0003 | 0.0260 | 0.0258 |
| 3.1671 | 229.0 | 229 | 2.3426 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7244 | 230.0 | 230 | 2.3281 | 0.0612 | 0.0 | 0.0612 | 0.0613 |
| 2.8248 | 231.0 | 231 | 3.6430 | 0.0086 | 0.0 | 0.0085 | 0.0085 |
| 3.4988 | 232.0 | 232 | 2.6363 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7294 | 233.0 | 233 | 2.1783 | 0.0163 | 0.0 | 0.0162 | 0.0162 |
| 2.4991 | 234.0 | 234 | 2.1683 | 0.0235 | 0.0 | 0.0234 | 0.0232 |
| 2.8561 | 235.0 | 235 | 3.2146 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5931 | 236.0 | 236 | 2.4892 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7847 | 237.0 | 237 | 2.5382 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7916 | 238.0 | 238 | 2.7594 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0761 | 239.0 | 239 | 2.3500 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 2.7195 | 240.0 | 240 | 2.3641 | 0.0649 | 0.0 | 0.0649 | 0.0649 |
| 2.5752 | 241.0 | 241 | 2.3242 | 0.0013 | 0.0 | 0.0013 | 0.0013 |
| 2.5737 | 242.0 | 242 | 2.5535 | 0.0078 | 0.0 | 0.0079 | 0.0080 |
| 2.858 | 243.0 | 243 | 2.1282 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2746 | 244.0 | 244 | 2.9693 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2237 | 245.0 | 245 | 2.6589 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3154 | 246.0 | 246 | 2.3338 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7374 | 247.0 | 247 | 2.4175 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8315 | 248.0 | 248 | 2.5836 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 2.9335 | 249.0 | 249 | 2.2468 | 0.0022 | 0.0 | 0.0022 | 0.0022 |
| 2.529 | 250.0 | 250 | 1.9464 | 0.0650 | 0.0 | 0.0649 | 0.0649 |
| 2.2569 | 251.0 | 251 | 2.3975 | 0.0598 | 0.0 | 0.0595 | 0.0592 |
| 2.4642 | 252.0 | 252 | 2.1968 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4768 | 253.0 | 253 | 2.1370 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2964 | 254.0 | 254 | 2.4860 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2464 | 255.0 | 255 | 1.9279 | 0.0817 | 0.0 | 0.0816 | 0.0813 |
| 2.4535 | 256.0 | 256 | 1.9065 | 0.0196 | 0.0 | 0.0195 | 0.0196 |
| 2.1251 | 257.0 | 257 | 1.8420 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8933 | 258.0 | 258 | 2.2349 | 0.0025 | 0.0 | 0.0025 | 0.0025 |
| 2.6929 | 259.0 | 259 | 2.5149 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5937 | 260.0 | 260 | 2.1601 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2956 | 261.0 | 261 | 1.8390 | 0.1062 | 0.0 | 0.1062 | 0.1062 |
| 2.1608 | 262.0 | 262 | 2.2327 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2915 | 263.0 | 263 | 2.0969 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.194 | 264.0 | 264 | 1.9829 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1219 | 265.0 | 265 | 1.7325 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.87 | 266.0 | 266 | 1.7945 | 0.0075 | 0.0 | 0.0075 | 0.0074 |
| 2.1482 | 267.0 | 267 | 2.4744 | 0.0127 | 0.0 | 0.0126 | 0.0126 |
| 2.6461 | 268.0 | 268 | 2.3926 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4395 | 269.0 | 269 | 2.1818 | 0.0083 | 0.0 | 0.0082 | 0.0082 |
| 2.5624 | 270.0 | 270 | 1.9292 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 2.1063 | 271.0 | 271 | 2.2322 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2075 | 272.0 | 272 | 2.4844 | 0.0137 | 0.0 | 0.0135 | 0.0137 |
| 2.6438 | 273.0 | 273 | 1.8919 | 0.1158 | 0.0 | 0.1158 | 0.1158 |
| 2.069 | 274.0 | 274 | 2.8910 | 0.0021 | 0.0 | 0.0021 | 0.0021 |
| 3.0742 | 275.0 | 275 | 2.8081 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9002 | 276.0 | 276 | 2.2132 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.156 | 277.0 | 277 | 2.3242 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7347 | 278.0 | 278 | 2.2302 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8599 | 279.0 | 279 | 3.0019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9805 | 280.0 | 280 | 2.5857 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5354 | 281.0 | 281 | 2.8851 | 0.0199 | 0.0 | 0.0197 | 0.0199 |
| 3.296 | 282.0 | 282 | 2.2916 | 0.0618 | 0.0003 | 0.0618 | 0.0618 |
| 2.7542 | 283.0 | 283 | 2.1899 | 0.0035 | 0.0 | 0.0036 | 0.0034 |
| 2.4329 | 284.0 | 284 | 2.3329 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3171 | 285.0 | 285 | 2.3409 | 0.0100 | 0.0 | 0.0099 | 0.0099 |
| 2.5133 | 286.0 | 286 | 2.0458 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9714 | 287.0 | 287 | 1.8373 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7862 | 288.0 | 288 | 1.8968 | 0.0718 | 0.0 | 0.0717 | 0.0717 |
| 1.9108 | 289.0 | 289 | 1.7861 | 0.0645 | 0.0 | 0.0646 | 0.0646 |
| 1.7947 | 290.0 | 290 | 1.7393 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.7609 | 291.0 | 291 | 1.5399 | 0.0645 | 0.0066 | 0.0645 | 0.0645 |
| 1.6191 | 292.0 | 292 | 1.6730 | 0.0155 | 0.0 | 0.0154 | 0.0154 |
| 1.7537 | 293.0 | 293 | 1.5819 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7341 | 294.0 | 294 | 1.7009 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7269 | 295.0 | 295 | 1.4794 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6016 | 296.0 | 296 | 2.2672 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2593 | 297.0 | 297 | 1.9732 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8942 | 298.0 | 298 | 1.8041 | 0.0163 | 0.0 | 0.0162 | 0.0162 |
| 2.02 | 299.0 | 299 | 1.7588 | 0.0415 | 0.0 | 0.0414 | 0.0415 |
| 1.9166 | 300.0 | 300 | 2.2472 | 0.0086 | 0.0 | 0.0085 | 0.0085 |
| 2.0828 | 301.0 | 301 | 1.8187 | 0.0221 | 0.0 | 0.0221 | 0.0191 |
| 1.753 | 302.0 | 302 | 2.3620 | 0.0028 | 0.0 | 0.0028 | 0.0029 |
| 2.8024 | 303.0 | 303 | 2.4244 | 0.0018 | 0.0 | 0.0018 | 0.0018 |
| 3.0212 | 304.0 | 304 | 2.2743 | 0.0065 | 0.0 | 0.0066 | 0.0066 |
| 2.617 | 305.0 | 305 | 2.2244 | 0.0012 | 0.0 | 0.0012 | 0.0012 |
| 2.161 | 306.0 | 306 | 1.9536 | 0.0894 | 0.0 | 0.0893 | 0.0895 |
| 1.9366 | 307.0 | 307 | 2.0863 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.2463 | 308.0 | 308 | 2.1679 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 2.1133 | 309.0 | 309 | 1.9890 | 0.0728 | 0.0 | 0.0728 | 0.0731 |
| 1.9034 | 310.0 | 310 | 1.6955 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.8184 | 311.0 | 311 | 1.6305 | 0.0225 | 0.0 | 0.0222 | 0.0226 |
| 1.7617 | 312.0 | 312 | 1.6888 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5714 | 313.0 | 313 | 1.5019 | 0.1180 | 0.0024 | 0.1181 | 0.1181 |
| 1.4773 | 314.0 | 314 | 2.0040 | 0.0053 | 0.0 | 0.0054 | 0.0053 |
| 2.0528 | 315.0 | 315 | 2.0482 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.1768 | 316.0 | 316 | 1.7038 | 0.1158 | 0.0 | 0.1158 | 0.1158 |
| 1.7957 | 317.0 | 317 | 1.7911 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9055 | 318.0 | 318 | 1.7402 | 0.0163 | 0.0 | 0.0162 | 0.0162 |
| 1.8034 | 319.0 | 319 | 1.9735 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7944 | 320.0 | 320 | 1.8230 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8811 | 321.0 | 321 | 1.6109 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.7703 | 322.0 | 322 | 1.5424 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.5976 | 323.0 | 323 | 1.5026 | 0.0166 | 0.0 | 0.0167 | 0.0166 |
| 1.5828 | 324.0 | 324 | 1.6007 | 0.0035 | 0.0 | 0.0036 | 0.0036 |
| 1.6645 | 325.0 | 325 | 1.4357 | 0.0709 | 0.0 | 0.0711 | 0.0711 |
| 1.4543 | 326.0 | 326 | 1.5941 | 0.0727 | 0.0 | 0.0726 | 0.0727 |
| 1.5748 | 327.0 | 327 | 1.7470 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.726 | 328.0 | 328 | 1.6038 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5101 | 329.0 | 329 | 1.6691 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7841 | 330.0 | 330 | 1.5730 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5616 | 331.0 | 331 | 2.0451 | 0.0116 | 0.0 | 0.0116 | 0.0118 |
| 1.8572 | 332.0 | 332 | 2.0897 | 0.0013 | 0.0 | 0.0012 | 0.0013 |
| 1.9447 | 333.0 | 333 | 1.8378 | 0.0662 | 0.0 | 0.0662 | 0.0661 |
| 1.7406 | 334.0 | 334 | 1.5510 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.5876 | 335.0 | 335 | 1.4765 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.6152 | 336.0 | 336 | 1.7395 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6879 | 337.0 | 337 | 2.1314 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9334 | 338.0 | 338 | 1.7261 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5717 | 339.0 | 339 | 2.0979 | 0.0068 | 0.0 | 0.0069 | 0.0068 |
| 2.4317 | 340.0 | 340 | 2.4188 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.06 | 341.0 | 341 | 1.5461 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.7611 | 342.0 | 342 | 1.8217 | 0.0332 | 0.0 | 0.0330 | 0.0334 |
| 1.7179 | 343.0 | 343 | 2.1497 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9727 | 344.0 | 344 | 1.9488 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7312 | 345.0 | 345 | 1.6110 | 0.1158 | 0.0 | 0.1158 | 0.1158 |
| 1.6688 | 346.0 | 346 | 1.7019 | 0.1158 | 0.0 | 0.1158 | 0.1158 |
| 1.9598 | 347.0 | 347 | 1.7318 | 0.1114 | 0.0003 | 0.1115 | 0.1112 |
| 1.6877 | 348.0 | 348 | 1.8390 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6239 | 349.0 | 349 | 1.7583 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5 | 350.0 | 350 | 1.7144 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.6064 | 351.0 | 351 | 1.5443 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.5773 | 352.0 | 352 | 1.4763 | 0.0580 | 0.0 | 0.0580 | 0.0580 |
| 1.356 | 353.0 | 353 | 1.5560 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5815 | 354.0 | 354 | 1.5875 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5999 | 355.0 | 355 | 1.5735 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5756 | 356.0 | 356 | 1.5177 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5088 | 357.0 | 357 | 1.7335 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7626 | 358.0 | 358 | 1.5910 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5363 | 359.0 | 359 | 1.7579 | 0.0091 | 0.0 | 0.0091 | 0.0089 |
| 1.7037 | 360.0 | 360 | 1.7875 | 0.0599 | 0.0 | 0.0599 | 0.0599 |
| 1.6778 | 361.0 | 361 | 1.6982 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.4972 | 362.0 | 362 | 1.8820 | 0.0033 | 0.0 | 0.0034 | 0.0034 |
| 1.9092 | 363.0 | 363 | 1.8769 | 0.0010 | 0.0 | 0.0010 | 0.0010 |
| 1.9906 | 364.0 | 364 | 1.7888 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8029 | 365.0 | 365 | 1.7797 | 0.0077 | 0.0 | 0.0077 | 0.0078 |
| 1.7237 | 366.0 | 366 | 1.6060 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4998 | 367.0 | 367 | 1.4729 | 0.0031 | 0.0 | 0.0031 | 0.0032 |
| 1.4926 | 368.0 | 368 | 1.3225 | 0.0744 | 0.0 | 0.0744 | 0.0744 |
| 1.3975 | 369.0 | 369 | 1.5834 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.4972 | 370.0 | 370 | 1.6022 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.4372 | 371.0 | 371 | 1.3520 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3311 | 372.0 | 372 | 1.3696 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3118 | 373.0 | 373 | 1.4103 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2554 | 374.0 | 374 | 1.3360 | 0.0016 | 0.0 | 0.0016 | 0.0016 |
| 1.2972 | 375.0 | 375 | 1.2446 | 0.0522 | 0.0 | 0.0523 | 0.0523 |
| 1.2418 | 376.0 | 376 | 1.4392 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.313 | 377.0 | 377 | 1.4047 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2818 | 378.0 | 378 | 1.3165 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.3491 | 379.0 | 379 | 1.3188 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.2437 | 380.0 | 380 | 1.3126 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2056 | 381.0 | 381 | 1.2298 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.177 | 382.0 | 382 | 1.2507 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.246 | 383.0 | 383 | 1.3704 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.2799 | 384.0 | 384 | 1.2963 | 0.0652 | 0.0060 | 0.0652 | 0.0652 |
| 1.1913 | 385.0 | 385 | 1.2933 | 0.0788 | 0.0 | 0.0788 | 0.0790 |
| 1.2486 | 386.0 | 386 | 1.2889 | 0.0839 | 0.0 | 0.0838 | 0.0840 |
| 1.1414 | 387.0 | 387 | 1.4912 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.2602 | 388.0 | 388 | 1.4448 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.2234 | 389.0 | 389 | 1.3028 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.2278 | 390.0 | 390 | 1.3127 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.284 | 391.0 | 391 | 1.2974 | 0.0879 | 0.0 | 0.0878 | 0.0882 |
| 1.137 | 392.0 | 392 | 1.3702 | 0.0643 | 0.0 | 0.0642 | 0.0642 |
| 1.2158 | 393.0 | 393 | 1.3595 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1921 | 394.0 | 394 | 1.2712 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1193 | 395.0 | 395 | 1.2466 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1589 | 396.0 | 396 | 1.3536 | 0.0664 | 0.0068 | 0.0664 | 0.0664 |
| 1.2417 | 397.0 | 397 | 1.3276 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.142 | 398.0 | 398 | 1.3734 | 0.1066 | 0.0 | 0.1065 | 0.1064 |
| 1.1973 | 399.0 | 399 | 1.3203 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1493 | 400.0 | 400 | 1.3232 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1748 | 401.0 | 401 | 1.2725 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1086 | 402.0 | 402 | 1.3683 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.2531 | 403.0 | 403 | 1.4154 | 0.1218 | 0.0 | 0.1218 | 0.1221 |
| 1.268 | 404.0 | 404 | 1.3672 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.1484 | 405.0 | 405 | 1.4070 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.3649 | 406.0 | 406 | 1.3950 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.41 | 407.0 | 407 | 1.2435 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1868 | 408.0 | 408 | 1.3325 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1579 | 409.0 | 409 | 1.3600 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.1427 | 410.0 | 410 | 1.2477 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.2146 | 411.0 | 411 | 1.1920 | 0.1193 | 0.0 | 0.1193 | 0.1193 |
| 1.155 | 412.0 | 412 | 1.2225 | 0.1150 | 0.0 | 0.1149 | 0.1151 |
| 1.0765 | 413.0 | 413 | 1.2592 | 0.1367 | 0.0 | 0.1366 | 0.1367 |
| 1.0773 | 414.0 | 414 | 1.2054 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.0667 | 415.0 | 415 | 1.1780 | 0.0625 | 0.0 | 0.0625 | 0.0625 |
| 1.0548 | 416.0 | 416 | 1.2625 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.0625 | 417.0 | 417 | 1.1989 | 0.0789 | 0.0 | 0.0788 | 0.0790 |
| 1.0325 | 418.0 | 418 | 1.1343 | 0.0658 | 0.0 | 0.0659 | 0.0658 |
| 1.0715 | 419.0 | 419 | 1.1907 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.0199 | 420.0 | 420 | 1.2657 | 0.1367 | 0.0 | 0.1366 | 0.1367 |
| 1.0514 | 421.0 | 421 | 1.2053 | 0.1193 | 0.0 | 0.1193 | 0.1193 |
| 1.0187 | 422.0 | 422 | 1.2238 | 0.0635 | 0.0043 | 0.0635 | 0.0634 |
| 1.1427 | 423.0 | 423 | 1.2529 | 0.0601 | 0.0 | 0.0601 | 0.0601 |
| 1.1566 | 424.0 | 424 | 1.2503 | 0.0844 | 0.0 | 0.0845 | 0.0843 |
| 1.0727 | 425.0 | 425 | 1.2775 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.0816 | 426.0 | 426 | 1.2143 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.0399 | 427.0 | 427 | 1.2082 | 0.1018 | 0.0 | 0.1017 | 0.1018 |
| 1.087 | 428.0 | 428 | 1.2391 | 0.0938 | 0.0 | 0.0938 | 0.0939 |
| 1.0896 | 429.0 | 429 | 1.2688 | 0.0756 | 0.0 | 0.0755 | 0.0755 |
| 1.0624 | 430.0 | 430 | 1.2564 | 0.0926 | 0.0198 | 0.0926 | 0.0925 |
| 1.0435 | 431.0 | 431 | 1.1783 | 0.1220 | 0.0 | 0.1220 | 0.1220 |
| 1.0328 | 432.0 | 432 | 1.1390 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.0288 | 433.0 | 433 | 1.2166 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.0158 | 434.0 | 434 | 1.2592 | 0.0820 | 0.0 | 0.0820 | 0.0820 |
| 1.0273 | 435.0 | 435 | 1.2129 | 0.1472 | 0.0 | 0.1472 | 0.1468 |
| 1.0319 | 436.0 | 436 | 1.2150 | 0.0383 | 0.0 | 0.0386 | 0.0384 |
| 0.9993 | 437.0 | 437 | 1.1512 | 0.1306 | 0.0 | 0.1305 | 0.1307 |
| 1.0154 | 438.0 | 438 | 1.1574 | 0.0834 | 0.0 | 0.0833 | 0.0834 |
| 1.0115 | 439.0 | 439 | 1.1833 | 0.1239 | 0.0 | 0.1239 | 0.1240 |
| 1.0173 | 440.0 | 440 | 1.2206 | 0.1161 | 0.0 | 0.1162 | 0.1160 |
| 1.0116 | 441.0 | 441 | 1.1719 | 0.0987 | 0.0 | 0.0987 | 0.0987 |
| 1.0014 | 442.0 | 442 | 1.1529 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.0171 | 443.0 | 443 | 1.2081 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.0175 | 444.0 | 444 | 1.2323 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 1.0043 | 445.0 | 445 | 1.1653 | 0.1570 | 0.0005 | 0.1570 | 0.1568 |
| 0.9905 | 446.0 | 446 | 1.1721 | 0.1164 | 0.0 | 0.1164 | 0.1164 |
| 0.9928 | 447.0 | 447 | 1.1971 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9904 | 448.0 | 448 | 1.1688 | 0.0853 | 0.0 | 0.0852 | 0.0852 |
| 0.9759 | 449.0 | 449 | 1.1531 | 0.0999 | 0.0 | 0.0998 | 0.0999 |
| 0.9744 | 450.0 | 450 | 1.1887 | 0.1256 | 0.0 | 0.1256 | 0.1253 |
| 0.9803 | 451.0 | 451 | 1.1696 | 0.1570 | 0.0005 | 0.1570 | 0.1568 |
| 0.9678 | 452.0 | 452 | 1.1495 | 0.1629 | 0.0005 | 0.1630 | 0.1628 |
| 0.9676 | 453.0 | 453 | 1.1815 | 0.1004 | 0.0 | 0.1004 | 0.1005 |
| 0.9719 | 454.0 | 454 | 1.1582 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 0.9721 | 455.0 | 455 | 1.1498 | 0.0826 | 0.0 | 0.0826 | 0.0827 |
| 0.9551 | 456.0 | 456 | 1.1848 | 0.0842 | 0.0 | 0.0841 | 0.0842 |
| 0.9681 | 457.0 | 457 | 1.1659 | 0.1065 | 0.0 | 0.1064 | 0.1063 |
| 0.9686 | 458.0 | 458 | 1.1734 | 0.1827 | 0.0 | 0.1826 | 0.1823 |
| 0.9548 | 459.0 | 459 | 1.1523 | 0.0930 | 0.0 | 0.0929 | 0.0931 |
| 0.9612 | 460.0 | 460 | 1.1473 | 0.1325 | 0.0 | 0.1325 | 0.1326 |
| 0.9638 | 461.0 | 461 | 1.1808 | 0.0875 | 0.0 | 0.0874 | 0.0874 |
| 0.9561 | 462.0 | 462 | 1.1603 | 0.0876 | 0.0 | 0.0876 | 0.0876 |
| 0.967 | 463.0 | 463 | 1.1838 | 0.0853 | 0.0 | 0.0852 | 0.0852 |
| 0.9587 | 464.0 | 464 | 1.1994 | 0.0936 | 0.0 | 0.0935 | 0.0936 |
| 0.9521 | 465.0 | 465 | 1.1426 | 0.1180 | 0.0003 | 0.1179 | 0.1178 |
| 0.9737 | 466.0 | 466 | 1.1338 | 0.1193 | 0.0014 | 0.1194 | 0.1191 |
| 0.9477 | 467.0 | 467 | 1.2029 | 0.0951 | 0.0 | 0.0951 | 0.0951 |
| 0.9604 | 468.0 | 468 | 1.1477 | 0.1006 | 0.0005 | 0.1007 | 0.1004 |
| 0.943 | 469.0 | 469 | 1.1560 | 0.0911 | 0.0 | 0.0911 | 0.0910 |
| 0.9358 | 470.0 | 470 | 1.1804 | 0.0987 | 0.0 | 0.0988 | 0.0987 |
| 0.9434 | 471.0 | 471 | 1.1327 | 0.1308 | 0.0 | 0.1306 | 0.1310 |
| 0.9382 | 472.0 | 472 | 1.1341 | 0.1822 | 0.0 | 0.1819 | 0.1818 |
| 0.9408 | 473.0 | 473 | 1.1778 | 0.1134 | 0.0 | 0.1134 | 0.1134 |
| 0.9419 | 474.0 | 474 | 1.1665 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.935 | 475.0 | 475 | 1.1414 | 0.1405 | 0.0 | 0.1402 | 0.1399 |
| 0.9433 | 476.0 | 476 | 1.1944 | 0.1164 | 0.0 | 0.1164 | 0.1164 |
| 0.9422 | 477.0 | 477 | 1.1619 | 0.0916 | 0.0 | 0.0916 | 0.0916 |
| 0.938 | 478.0 | 478 | 1.1263 | 0.0847 | 0.0 | 0.0847 | 0.0847 |
| 0.9515 | 479.0 | 479 | 1.1639 | 0.1677 | 0.0005 | 0.1678 | 0.1676 |
| 0.936 | 480.0 | 480 | 1.2084 | 0.0916 | 0.0 | 0.0916 | 0.0916 |
| 0.9385 | 481.0 | 481 | 1.1415 | 0.1463 | 0.0 | 0.1458 | 0.1455 |
| 0.9349 | 482.0 | 482 | 1.1241 | 0.1566 | 0.0003 | 0.1568 | 0.1565 |
| 0.9379 | 483.0 | 483 | 1.2017 | 0.0899 | 0.0 | 0.0898 | 0.0899 |
| 0.9404 | 484.0 | 484 | 1.1589 | 0.1164 | 0.0 | 0.1164 | 0.1164 |
| 0.9314 | 485.0 | 485 | 1.1145 | 0.1116 | 0.0 | 0.1116 | 0.1116 |
| 0.9324 | 486.0 | 486 | 1.2075 | 0.0968 | 0.0 | 0.0969 | 0.0969 |
| 0.9424 | 487.0 | 487 | 1.2049 | 0.1518 | 0.0 | 0.1519 | 0.1517 |
| 0.9328 | 488.0 | 488 | 1.2142 | 0.1202 | 0.0003 | 0.1203 | 0.1201 |
| 0.9602 | 489.0 | 489 | 1.1727 | 0.0928 | 0.0 | 0.0928 | 0.0927 |
| 0.9292 | 490.0 | 490 | 1.1539 | 0.0664 | 0.0068 | 0.0664 | 0.0664 |
| 0.9683 | 491.0 | 491 | 1.1269 | 0.1411 | 0.0 | 0.1407 | 0.1404 |
| 0.9394 | 492.0 | 492 | 1.2296 | 0.1629 | 0.0 | 0.1633 | 0.1630 |
| 0.9493 | 493.0 | 493 | 1.2147 | 0.1140 | 0.0 | 0.1140 | 0.1137 |
| 0.9462 | 494.0 | 494 | 1.1232 | 0.0851 | 0.0 | 0.0853 | 0.0853 |
| 0.9383 | 495.0 | 495 | 1.1500 | 0.1030 | 0.0 | 0.1031 | 0.1030 |
| 0.9475 | 496.0 | 496 | 1.2102 | 0.1565 | 0.0 | 0.1567 | 0.1565 |
| 0.9371 | 497.0 | 497 | 1.1803 | 0.1393 | 0.0 | 0.1393 | 0.1391 |
| 0.9412 | 498.0 | 498 | 1.1270 | 0.1303 | 0.0 | 0.1300 | 0.1299 |
| 0.935 | 499.0 | 499 | 1.1708 | 0.1642 | 0.0 | 0.1642 | 0.1640 |
| 0.9362 | 500.0 | 500 | 1.1973 | 0.1642 | 0.0 | 0.1642 | 0.1640 |
| 0.9369 | 501.0 | 501 | 1.1580 | 0.1269 | 0.0 | 0.1269 | 0.1270 |
| 0.9367 | 502.0 | 502 | 1.1437 | 0.1226 | 0.0 | 0.1226 | 0.1226 |
| 0.9357 | 503.0 | 503 | 1.1748 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9348 | 504.0 | 504 | 1.1767 | 0.1164 | 0.0 | 0.1164 | 0.1164 |
| 0.9329 | 505.0 | 505 | 1.1580 | 0.1164 | 0.0 | 0.1164 | 0.1164 |
| 0.9311 | 506.0 | 506 | 1.1613 | 0.1006 | 0.0 | 0.1006 | 0.1005 |
| 0.9321 | 507.0 | 507 | 1.1777 | 0.1144 | 0.0 | 0.1145 | 0.1145 |
| 0.9309 | 508.0 | 508 | 1.1797 | 0.1164 | 0.0 | 0.1164 | 0.1164 |
| 0.9295 | 509.0 | 509 | 1.1654 | 0.1096 | 0.0 | 0.1096 | 0.1096 |
| 0.9299 | 510.0 | 510 | 1.1586 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9278 | 511.0 | 511 | 1.1788 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9281 | 512.0 | 512 | 1.1708 | 0.1094 | 0.0 | 0.1094 | 0.1095 |
| 0.9296 | 513.0 | 513 | 1.1559 | 0.0889 | 0.0 | 0.0889 | 0.0889 |
| 0.9266 | 514.0 | 514 | 1.1658 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9257 | 515.0 | 515 | 1.1784 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9247 | 516.0 | 516 | 1.1690 | 0.1183 | 0.0 | 0.1183 | 0.1180 |
| 0.9268 | 517.0 | 517 | 1.1592 | 0.1183 | 0.0 | 0.1183 | 0.1180 |
| 0.925 | 518.0 | 518 | 1.1731 | 0.1164 | 0.0 | 0.1164 | 0.1164 |
| 0.9228 | 519.0 | 519 | 1.1740 | 0.0908 | 0.0 | 0.0908 | 0.0908 |
| 0.924 | 520.0 | 520 | 1.1651 | 0.1101 | 0.0 | 0.1103 | 0.1101 |
| 0.924 | 521.0 | 521 | 1.1657 | 0.1166 | 0.0 | 0.1168 | 0.1167 |
| 0.9178 | 522.0 | 522 | 1.1697 | 0.1108 | 0.0 | 0.1108 | 0.1108 |
| 0.9229 | 523.0 | 523 | 1.1681 | 0.0945 | 0.0 | 0.0946 | 0.0945 |
| 0.9222 | 524.0 | 524 | 1.1690 | 0.0907 | 0.0 | 0.0907 | 0.0907 |
| 0.9239 | 525.0 | 525 | 1.1685 | 0.1164 | 0.0 | 0.1164 | 0.1164 |
| 0.9207 | 526.0 | 526 | 1.1581 | 0.1141 | 0.0 | 0.1141 | 0.1141 |
| 0.9171 | 527.0 | 527 | 1.1600 | 0.1087 | 0.0 | 0.1088 | 0.1085 |
| 0.9177 | 528.0 | 528 | 1.1720 | 0.0910 | 0.0 | 0.0910 | 0.0910 |
| 0.9174 | 529.0 | 529 | 1.1725 | 0.0923 | 0.0 | 0.0923 | 0.0924 |
| 0.9169 | 530.0 | 530 | 1.1656 | 0.1141 | 0.0 | 0.1141 | 0.1141 |
| 0.915 | 531.0 | 531 | 1.1707 | 0.1141 | 0.0 | 0.1141 | 0.1141 |
| 0.9156 | 532.0 | 532 | 1.1767 | 0.1141 | 0.0 | 0.1141 | 0.1141 |
| 0.915 | 533.0 | 533 | 1.1749 | 0.0912 | 0.0 | 0.0912 | 0.0912 |
| 0.9163 | 534.0 | 534 | 1.1697 | 0.0915 | 0.0 | 0.0915 | 0.0915 |
| 0.9133 | 535.0 | 535 | 1.1723 | 0.0909 | 0.0 | 0.0909 | 0.0909 |
| 0.9159 | 536.0 | 536 | 1.1761 | 0.0909 | 0.0 | 0.0909 | 0.0910 |
| 0.9119 | 537.0 | 537 | 1.1811 | 0.0907 | 0.0 | 0.0907 | 0.0907 |
| 0.9133 | 538.0 | 538 | 1.1778 | 0.0907 | 0.0 | 0.0907 | 0.0907 |
| 0.9139 | 539.0 | 539 | 1.1721 | 0.0903 | 0.0 | 0.0903 | 0.0903 |
| 0.9118 | 540.0 | 540 | 1.1744 | 0.0903 | 0.0 | 0.0903 | 0.0903 |
| 0.9149 | 541.0 | 541 | 1.1790 | 0.0903 | 0.0 | 0.0903 | 0.0903 |
| 0.917 | 542.0 | 542 | 1.1783 | 0.0903 | 0.0 | 0.0903 | 0.0903 |
| 0.9162 | 543.0 | 543 | 1.1710 | 0.1002 | 0.0 | 0.1002 | 0.1000 |
| 0.9139 | 544.0 | 544 | 1.1707 | 0.0945 | 0.0 | 0.0945 | 0.0945 |
| 0.9169 | 545.0 | 545 | 1.1800 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.912 | 546.0 | 546 | 1.1809 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9166 | 547.0 | 547 | 1.1745 | 0.0932 | 0.0 | 0.0933 | 0.0933 |
| 0.9167 | 548.0 | 548 | 1.1780 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9158 | 549.0 | 549 | 1.1823 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.914 | 550.0 | 550 | 1.1782 | 0.1064 | 0.0 | 0.1066 | 0.1067 |
| 0.9162 | 551.0 | 551 | 1.1711 | 0.1163 | 0.0 | 0.1166 | 0.1146 |
| 0.9153 | 552.0 | 552 | 1.1729 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.914 | 553.0 | 553 | 1.1781 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9143 | 554.0 | 554 | 1.1747 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9148 | 555.0 | 555 | 1.1745 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9124 | 556.0 | 556 | 1.1808 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9112 | 557.0 | 557 | 1.1853 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9127 | 558.0 | 558 | 1.1846 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9112 | 559.0 | 559 | 1.1805 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9091 | 560.0 | 560 | 1.1768 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9121 | 561.0 | 561 | 1.1744 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9091 | 562.0 | 562 | 1.1759 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9111 | 563.0 | 563 | 1.1745 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.9133 | 564.0 | 564 | 1.1716 | 0.0902 | 0.0 | 0.0901 | 0.0902 |
| 0.9089 | 565.0 | 565 | 1.1735 | 0.0896 | 0.0 | 0.0896 | 0.0896 |
| 0.9092 | 566.0 | 566 | 1.1738 | 0.0896 | 0.0 | 0.0896 | 0.0896 |
| 0.9097 | 567.0 | 567 | 1.1745 | 0.0896 | 0.0 | 0.0896 | 0.0896 |
| 0.9087 | 568.0 | 568 | 1.1741 | 0.0902 | 0.0 | 0.0901 | 0.0902 |
| 0.9069 | 569.0 | 569 | 1.1747 | 0.0896 | 0.0 | 0.0896 | 0.0896 |
| 0.9075 | 570.0 | 570 | 1.1749 | 0.0896 | 0.0 | 0.0896 | 0.0896 |
| 0.9099 | 571.0 | 571 | 1.1713 | 0.0909 | 0.0 | 0.0909 | 0.0910 |
| 0.9028 | 572.0 | 572 | 1.1724 | 0.0909 | 0.0 | 0.0909 | 0.0910 |
| 0.9051 | 573.0 | 573 | 1.1744 | 0.0902 | 0.0 | 0.0901 | 0.0902 |
| 0.9065 | 574.0 | 574 | 1.1779 | 0.0896 | 0.0 | 0.0896 | 0.0896 |
| 0.9079 | 575.0 | 575 | 1.1768 | 0.0902 | 0.0 | 0.0901 | 0.0902 |
| 0.9044 | 576.0 | 576 | 1.1798 | 0.0913 | 0.0 | 0.0913 | 0.0913 |
| 0.9048 | 577.0 | 577 | 1.1833 | 0.0913 | 0.0 | 0.0913 | 0.0913 |
| 0.9039 | 578.0 | 578 | 1.1814 | 0.0913 | 0.0 | 0.0913 | 0.0913 |
| 0.9047 | 579.0 | 579 | 1.1785 | 0.0913 | 0.0 | 0.0913 | 0.0913 |
| 0.9038 | 580.0 | 580 | 1.1769 | 0.0913 | 0.0 | 0.0913 | 0.0913 |
| 0.9049 | 581.0 | 581 | 1.1794 | 0.0913 | 0.0 | 0.0913 | 0.0913 |
| 0.9042 | 582.0 | 582 | 1.1811 | 0.0916 | 0.0 | 0.0916 | 0.0917 |
| 0.9031 | 583.0 | 583 | 1.1794 | 0.0907 | 0.0 | 0.0907 | 0.0907 |
| 0.9036 | 584.0 | 584 | 1.1780 | 0.0896 | 0.0 | 0.0896 | 0.0896 |
| 0.9035 | 585.0 | 585 | 1.1769 | 0.0896 | 0.0 | 0.0896 | 0.0896 |
| 0.9021 | 586.0 | 586 | 1.1790 | 0.0904 | 0.0 | 0.0903 | 0.0904 |
| 0.9022 | 587.0 | 587 | 1.1795 | 0.0907 | 0.0 | 0.0907 | 0.0907 |
| 0.9019 | 588.0 | 588 | 1.1806 | 0.0907 | 0.0 | 0.0907 | 0.0907 |
| 0.9014 | 589.0 | 589 | 1.1868 | 0.0911 | 0.0 | 0.0910 | 0.0911 |
| 0.9008 | 590.0 | 590 | 1.1860 | 0.0916 | 0.0 | 0.0916 | 0.0917 |
| 0.8992 | 591.0 | 591 | 1.1853 | 0.0919 | 0.0 | 0.0918 | 0.0919 |
| 0.9001 | 592.0 | 592 | 1.1843 | 0.0913 | 0.0 | 0.0913 | 0.0913 |
| 0.901 | 593.0 | 593 | 1.1832 | 0.0902 | 0.0 | 0.0902 | 0.0902 |
| 0.9021 | 594.0 | 594 | 1.1849 | 0.0901 | 0.0 | 0.0901 | 0.0901 |
| 0.9023 | 595.0 | 595 | 1.1857 | 0.0901 | 0.0 | 0.0901 | 0.0901 |
| 0.8994 | 596.0 | 596 | 1.1873 | 0.0898 | 0.0 | 0.0899 | 0.0899 |
| 0.8997 | 597.0 | 597 | 1.1880 | 0.0904 | 0.0 | 0.0904 | 0.0905 |
| 0.8969 | 598.0 | 598 | 1.1871 | 0.0904 | 0.0 | 0.0904 | 0.0905 |
| 0.8969 | 599.0 | 599 | 1.1872 | 0.0913 | 0.0 | 0.0913 | 0.0913 |
| 0.8987 | 600.0 | 600 | 1.1883 | 0.0898 | 0.0 | 0.0898 | 0.0899 |
| 0.8981 | 601.0 | 601 | 1.1891 | 0.0898 | 0.0 | 0.0898 | 0.0899 |
| 0.8973 | 602.0 | 602 | 1.1916 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.8989 | 603.0 | 603 | 1.1924 | 0.0898 | 0.0 | 0.0898 | 0.0899 |
| 0.8972 | 604.0 | 604 | 1.1906 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.8982 | 605.0 | 605 | 1.1887 | 0.0895 | 0.0 | 0.0895 | 0.0895 |
| 0.8959 | 606.0 | 606 | 1.1900 | 0.0898 | 0.0 | 0.0898 | 0.0899 |
| 0.8968 | 607.0 | 607 | 1.1903 | 0.0900 | 0.0 | 0.0901 | 0.0901 |
| 0.899 | 608.0 | 608 | 1.1900 | 0.0918 | 0.0 | 0.0918 | 0.0918 |
| 0.8931 | 609.0 | 609 | 1.1902 | 0.0925 | 0.0 | 0.0924 | 0.0925 |
| 0.8966 | 610.0 | 610 | 1.1896 | 0.0930 | 0.0 | 0.0929 | 0.0930 |
| 0.8967 | 611.0 | 611 | 1.1882 | 0.0930 | 0.0 | 0.0929 | 0.0930 |
| 0.895 | 612.0 | 612 | 1.1879 | 0.0930 | 0.0 | 0.0929 | 0.0930 |
| 0.8958 | 613.0 | 613 | 1.1886 | 0.0924 | 0.0 | 0.0923 | 0.0924 |
| 0.8942 | 614.0 | 614 | 1.1898 | 0.0912 | 0.0 | 0.0912 | 0.0913 |
| 0.8947 | 615.0 | 615 | 1.1913 | 0.0901 | 0.0 | 0.0901 | 0.0901 |
| 0.8948 | 616.0 | 616 | 1.1911 | 0.0901 | 0.0 | 0.0901 | 0.0901 |
| 0.8937 | 617.0 | 617 | 1.1913 | 0.0901 | 0.0 | 0.0901 | 0.0901 |
| 0.8968 | 618.0 | 618 | 1.1902 | 0.0904 | 0.0 | 0.0904 | 0.0905 |
| 0.895 | 619.0 | 619 | 1.1893 | 0.0904 | 0.0 | 0.0904 | 0.0905 |
| 0.8949 | 620.0 | 620 | 1.1884 | 0.0904 | 0.0 | 0.0904 | 0.0905 |
| 0.8918 | 621.0 | 621 | 1.1887 | 0.0912 | 0.0 | 0.0912 | 0.0912 |
| 0.8926 | 622.0 | 622 | 1.1894 | 0.0912 | 0.0 | 0.0912 | 0.0912 |
| 0.8943 | 623.0 | 623 | 1.1897 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8941 | 624.0 | 624 | 1.1901 | 0.0912 | 0.0 | 0.0912 | 0.0912 |
| 0.8929 | 625.0 | 625 | 1.1892 | 0.0926 | 0.0 | 0.0926 | 0.0926 |
| 0.8947 | 626.0 | 626 | 1.1898 | 0.0926 | 0.0 | 0.0926 | 0.0926 |
| 0.893 | 627.0 | 627 | 1.1898 | 0.0926 | 0.0 | 0.0926 | 0.0926 |
| 0.8945 | 628.0 | 628 | 1.1894 | 0.0920 | 0.0 | 0.0920 | 0.0921 |
| 0.8941 | 629.0 | 629 | 1.1891 | 0.0920 | 0.0 | 0.0920 | 0.0921 |
| 0.8936 | 630.0 | 630 | 1.1889 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8914 | 631.0 | 631 | 1.1888 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8928 | 632.0 | 632 | 1.1887 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8932 | 633.0 | 633 | 1.1886 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8928 | 634.0 | 634 | 1.1886 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8901 | 635.0 | 635 | 1.1887 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8919 | 636.0 | 636 | 1.1889 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8909 | 637.0 | 637 | 1.1891 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8945 | 638.0 | 638 | 1.1892 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8939 | 639.0 | 639 | 1.1893 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
| 0.8949 | 640.0 | 640 | 1.1894 | 0.0918 | 0.0 | 0.0918 | 0.0919 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.5.1+cu124
- Datasets 3.3.2
- Tokenizers 0.21.0