flan-t5-rouge-squad-qg-test-05
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: 1.2879
- Rouge1: 0.1609
- Rouge2: 0.0413
- Rougel: 0.1609
- Rougelsum: 0.1608
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: 0.3
- 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 | 16.2869 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.6027 | 2.0 | 2 | 17.3235 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.9127 | 3.0 | 3 | 155.7456 | 0.0 | 0.0 | 0.0 | 0.0 |
| 145.2583 | 4.0 | 4 | 45.2906 | 0.0 | 0.0 | 0.0 | 0.0 |
| 47.9917 | 5.0 | 5 | 158.4250 | 0.0232 | 0.0 | 0.0232 | 0.0233 |
| 149.6073 | 6.0 | 6 | 13.7644 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.6105 | 7.0 | 7 | 34.3089 | 0.0 | 0.0 | 0.0 | 0.0 |
| 35.6312 | 8.0 | 8 | 7.6653 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.5851 | 9.0 | 9 | 17.0506 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.0311 | 10.0 | 10 | 14.2113 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.0723 | 11.0 | 11 | 38.4727 | 0.0021 | 0.0 | 0.0021 | 0.0020 |
| 39.7951 | 12.0 | 12 | 48.5385 | 0.0163 | 0.0 | 0.0163 | 0.0162 |
| 48.2801 | 13.0 | 13 | 28.5377 | 0.0 | 0.0 | 0.0 | 0.0 |
| 31.456 | 14.0 | 14 | 10.1207 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.5987 | 15.0 | 15 | 9.3591 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.4729 | 16.0 | 16 | 14.8226 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.4715 | 17.0 | 17 | 7.9249 | 0.0216 | 0.0 | 0.0215 | 0.0216 |
| 11.059 | 18.0 | 18 | 7.1517 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.4502 | 19.0 | 19 | 7.7773 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.3332 | 20.0 | 20 | 13.6647 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.8677 | 21.0 | 21 | 14.1946 | 0.0014 | 0.0 | 0.0014 | 0.0014 |
| 15.6609 | 22.0 | 22 | 5.7470 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.0459 | 23.0 | 23 | 7.7323 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.4884 | 24.0 | 24 | 6.6348 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.0225 | 25.0 | 25 | 12.1956 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.7454 | 26.0 | 26 | 10.2007 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.5457 | 27.0 | 27 | 5.9272 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.1754 | 28.0 | 28 | 6.7904 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.8796 | 29.0 | 29 | 6.2752 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.1641 | 30.0 | 30 | 5.8023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.1662 | 31.0 | 31 | 4.9487 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.0633 | 32.0 | 32 | 4.8903 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.7092 | 33.0 | 33 | 7.0938 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.6907 | 34.0 | 34 | 5.7686 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.1411 | 35.0 | 35 | 7.1345 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.4148 | 36.0 | 36 | 6.7734 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.0251 | 37.0 | 37 | 5.9856 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.7495 | 38.0 | 38 | 5.8502 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.8898 | 39.0 | 39 | 6.3412 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.4743 | 40.0 | 40 | 6.7199 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.3751 | 41.0 | 41 | 9.1818 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.8002 | 42.0 | 42 | 8.8931 | 0.0019 | 0.0 | 0.0020 | 0.0020 |
| 12.0692 | 43.0 | 43 | 6.3192 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.5762 | 44.0 | 44 | 4.6745 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.4852 | 45.0 | 45 | 4.6488 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.4705 | 46.0 | 46 | 4.7263 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1228 | 47.0 | 47 | 4.2506 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.0189 | 48.0 | 48 | 5.4043 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.2128 | 49.0 | 49 | 4.3347 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.6437 | 50.0 | 50 | 4.6915 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.995 | 51.0 | 51 | 4.6945 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0924 | 52.0 | 52 | 4.0829 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6113 | 53.0 | 53 | 3.4959 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.5378 | 54.0 | 54 | 3.7361 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.9573 | 55.0 | 55 | 4.7885 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.5917 | 56.0 | 56 | 4.7655 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1008 | 57.0 | 57 | 5.4930 | 0.0232 | 0.0 | 0.0232 | 0.0233 |
| 7.7488 | 58.0 | 58 | 5.8936 | 0.0536 | 0.0 | 0.0535 | 0.0534 |
| 7.3376 | 59.0 | 59 | 6.4882 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.8907 | 60.0 | 60 | 3.5691 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3578 | 61.0 | 61 | 4.1328 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.4764 | 62.0 | 62 | 3.7126 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6723 | 63.0 | 63 | 4.1024 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3444 | 64.0 | 64 | 5.0039 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.1545 | 65.0 | 65 | 5.5452 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.7308 | 66.0 | 66 | 5.6411 | 0.0035 | 0.0 | 0.0035 | 0.0034 |
| 6.8695 | 67.0 | 67 | 4.5393 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.584 | 68.0 | 68 | 5.3817 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.8606 | 69.0 | 69 | 4.1829 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2523 | 70.0 | 70 | 3.8094 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0511 | 71.0 | 71 | 8.8769 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.6477 | 72.0 | 72 | 7.5932 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 8.9867 | 73.0 | 73 | 6.5000 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.5354 | 74.0 | 74 | 3.5679 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0578 | 75.0 | 75 | 4.3368 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3137 | 76.0 | 76 | 4.0814 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6785 | 77.0 | 77 | 3.7371 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.7984 | 78.0 | 78 | 3.8120 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8521 | 79.0 | 79 | 3.4875 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.5353 | 80.0 | 80 | 3.8047 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8208 | 81.0 | 81 | 2.9429 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.163 | 82.0 | 82 | 4.3500 | 0.0536 | 0.0 | 0.0535 | 0.0534 |
| 5.1097 | 83.0 | 83 | 5.5726 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.873 | 84.0 | 84 | 2.7307 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3049 | 85.0 | 85 | 3.6374 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4152 | 86.0 | 86 | 3.3094 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3477 | 87.0 | 87 | 3.1828 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8781 | 88.0 | 88 | 2.9718 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0272 | 89.0 | 89 | 3.1755 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1383 | 90.0 | 90 | 2.6425 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3085 | 91.0 | 91 | 2.9630 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2963 | 92.0 | 92 | 3.2439 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4555 | 93.0 | 93 | 3.6699 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5691 | 94.0 | 94 | 4.2286 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1157 | 95.0 | 95 | 3.4156 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9623 | 96.0 | 96 | 3.7663 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7311 | 97.0 | 97 | 3.8244 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6609 | 98.0 | 98 | 3.5963 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6634 | 99.0 | 99 | 3.1468 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2646 | 100.0 | 100 | 2.4633 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6397 | 101.0 | 101 | 2.7094 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3703 | 102.0 | 102 | 3.0298 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.979 | 103.0 | 103 | 2.7909 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0541 | 104.0 | 104 | 3.4902 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3268 | 105.0 | 105 | 2.7438 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3248 | 106.0 | 106 | 2.6150 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7391 | 107.0 | 107 | 2.8197 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7694 | 108.0 | 108 | 3.2477 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9586 | 109.0 | 109 | 2.6584 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1711 | 110.0 | 110 | 2.5749 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7161 | 111.0 | 111 | 2.6661 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0445 | 112.0 | 112 | 3.0404 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9898 | 113.0 | 113 | 3.0647 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7411 | 114.0 | 114 | 2.6922 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.043 | 115.0 | 115 | 2.8726 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.759 | 116.0 | 116 | 2.5984 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8031 | 117.0 | 117 | 2.5525 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8781 | 118.0 | 118 | 2.8166 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7046 | 119.0 | 119 | 2.2125 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3607 | 120.0 | 120 | 2.0949 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4253 | 121.0 | 121 | 2.3782 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3358 | 122.0 | 122 | 2.3794 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5159 | 123.0 | 123 | 2.5116 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4332 | 124.0 | 124 | 2.7160 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4864 | 125.0 | 125 | 2.3571 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2767 | 126.0 | 126 | 2.1524 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3977 | 127.0 | 127 | 2.3416 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3702 | 128.0 | 128 | 2.4463 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3318 | 129.0 | 129 | 2.3958 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2476 | 130.0 | 130 | 4.6766 | 0.0232 | 0.0 | 0.0232 | 0.0233 |
| 5.311 | 131.0 | 131 | 5.0114 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 5.5119 | 132.0 | 132 | 2.9268 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1265 | 133.0 | 133 | 2.4034 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1585 | 134.0 | 134 | 2.8257 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.525 | 135.0 | 135 | 2.7488 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5664 | 136.0 | 136 | 2.7205 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.775 | 137.0 | 137 | 2.8050 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.608 | 138.0 | 138 | 2.3742 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0571 | 139.0 | 139 | 2.5048 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8114 | 140.0 | 140 | 2.2771 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.391 | 141.0 | 141 | 2.0989 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2577 | 142.0 | 142 | 2.3773 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3415 | 143.0 | 143 | 2.3776 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8606 | 144.0 | 144 | 2.6151 | 0.0028 | 0.0 | 0.0028 | 0.0028 |
| 3.0 | 145.0 | 145 | 3.1553 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0918 | 146.0 | 146 | 2.4066 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1744 | 147.0 | 147 | 2.1615 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0739 | 148.0 | 148 | 1.7337 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8582 | 149.0 | 149 | 1.7877 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8684 | 150.0 | 150 | 1.6040 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.6867 | 151.0 | 151 | 1.6211 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6521 | 152.0 | 152 | 1.5903 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6151 | 153.0 | 153 | 1.7424 | 0.0536 | 0.0 | 0.0535 | 0.0534 |
| 1.6525 | 154.0 | 154 | 1.8780 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8801 | 155.0 | 155 | 1.6995 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6194 | 156.0 | 156 | 1.6263 | 0.0010 | 0.0 | 0.0010 | 0.0010 |
| 1.6871 | 157.0 | 157 | 1.5299 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5461 | 158.0 | 158 | 1.4323 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4863 | 159.0 | 159 | 1.8233 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7076 | 160.0 | 160 | 1.6097 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5266 | 161.0 | 161 | 1.6064 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6398 | 162.0 | 162 | 1.5913 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5411 | 163.0 | 163 | 1.5660 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6434 | 164.0 | 164 | 1.4467 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4718 | 165.0 | 165 | 1.5412 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6085 | 166.0 | 166 | 1.7341 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6172 | 167.0 | 167 | 1.6344 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.4579 | 168.0 | 168 | 1.6248 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5337 | 169.0 | 169 | 1.6143 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6108 | 170.0 | 170 | 1.5181 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5578 | 171.0 | 171 | 1.5603 | 0.0536 | 0.0 | 0.0535 | 0.0534 |
| 1.4336 | 172.0 | 172 | 1.5257 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.418 | 173.0 | 173 | 1.5166 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4578 | 174.0 | 174 | 1.5293 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3818 | 175.0 | 175 | 1.4227 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3181 | 176.0 | 176 | 1.4215 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3946 | 177.0 | 177 | 1.6312 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.417 | 178.0 | 178 | 1.4622 | 0.0820 | 0.0 | 0.0821 | 0.0820 |
| 1.321 | 179.0 | 179 | 1.3653 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2498 | 180.0 | 180 | 1.3525 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2866 | 181.0 | 181 | 1.3563 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3319 | 182.0 | 182 | 1.4689 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3003 | 183.0 | 183 | 1.4288 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2344 | 184.0 | 184 | 1.3558 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.3158 | 185.0 | 185 | 1.5006 | 0.0034 | 0.0 | 0.0033 | 0.0033 |
| 1.3844 | 186.0 | 186 | 1.3382 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2148 | 187.0 | 187 | 1.4356 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3132 | 188.0 | 188 | 1.5529 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3209 | 189.0 | 189 | 1.4325 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2769 | 190.0 | 190 | 1.4256 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.2801 | 191.0 | 191 | 1.3690 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.224 | 192.0 | 192 | 1.3895 | 0.0168 | 0.0 | 0.0168 | 0.0167 |
| 1.292 | 193.0 | 193 | 1.3900 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2266 | 194.0 | 194 | 1.6382 | 0.0536 | 0.0 | 0.0535 | 0.0534 |
| 1.3501 | 195.0 | 195 | 1.6000 | 0.0028 | 0.0 | 0.0028 | 0.0028 |
| 1.4574 | 196.0 | 196 | 1.4778 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.279 | 197.0 | 197 | 1.5308 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2962 | 198.0 | 198 | 1.5025 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3368 | 199.0 | 199 | 1.3382 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2335 | 200.0 | 200 | 1.4882 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3061 | 201.0 | 201 | 1.4121 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.2914 | 202.0 | 202 | 1.3369 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2002 | 203.0 | 203 | 1.4998 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3483 | 204.0 | 204 | 1.5100 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3921 | 205.0 | 205 | 1.3879 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.206 | 206.0 | 206 | 1.3999 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.3633 | 207.0 | 207 | 1.4807 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.3256 | 208.0 | 208 | 1.6673 | 0.0155 | 0.0 | 0.0156 | 0.0155 |
| 1.3876 | 209.0 | 209 | 1.5593 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2534 | 210.0 | 210 | 1.4322 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2961 | 211.0 | 211 | 1.4484 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3112 | 212.0 | 212 | 1.3361 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2442 | 213.0 | 213 | 1.4932 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3259 | 214.0 | 214 | 1.3170 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1852 | 215.0 | 215 | 1.3434 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.183 | 216.0 | 216 | 1.3812 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.183 | 217.0 | 217 | 1.4257 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.308 | 218.0 | 218 | 1.4127 | 0.0685 | 0.0 | 0.0684 | 0.0683 |
| 1.1884 | 219.0 | 219 | 1.4894 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3035 | 220.0 | 220 | 1.3017 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2086 | 221.0 | 221 | 1.3585 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2707 | 222.0 | 222 | 1.4902 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3004 | 223.0 | 223 | 1.5347 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2567 | 224.0 | 224 | 1.4201 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2383 | 225.0 | 225 | 1.3828 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2109 | 226.0 | 226 | 1.3643 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2017 | 227.0 | 227 | 1.2457 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1598 | 228.0 | 228 | 1.3614 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1432 | 229.0 | 229 | 1.3860 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1662 | 230.0 | 230 | 1.3532 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1301 | 231.0 | 231 | 1.2521 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1031 | 232.0 | 232 | 1.3197 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1251 | 233.0 | 233 | 1.4579 | 0.0552 | 0.0 | 0.0551 | 0.0550 |
| 1.1696 | 234.0 | 234 | 1.3428 | 0.0116 | 0.0 | 0.0117 | 0.0116 |
| 1.14 | 235.0 | 235 | 1.3356 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1046 | 236.0 | 236 | 1.3912 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1781 | 237.0 | 237 | 1.2507 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1286 | 238.0 | 238 | 1.5238 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.1412 | 239.0 | 239 | 1.4936 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1111 | 240.0 | 240 | 1.3357 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.094 | 241.0 | 241 | 1.2902 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0838 | 242.0 | 242 | 1.3310 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.1153 | 243.0 | 243 | 1.2964 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.0966 | 244.0 | 244 | 1.4162 | 0.1158 | 0.0 | 0.1159 | 0.1158 |
| 1.0868 | 245.0 | 245 | 1.2429 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0336 | 246.0 | 246 | 1.2175 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0532 | 247.0 | 247 | 1.3415 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0596 | 248.0 | 248 | 1.2933 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0504 | 249.0 | 249 | 1.2958 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.0683 | 250.0 | 250 | 1.1956 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0559 | 251.0 | 251 | 1.2911 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.0467 | 252.0 | 252 | 1.2612 | 0.0986 | 0.0 | 0.0987 | 0.0986 |
| 1.0319 | 253.0 | 253 | 1.2647 | 0.0570 | 0.0 | 0.0571 | 0.0572 |
| 1.0189 | 254.0 | 254 | 1.2011 | 0.0552 | 0.0 | 0.0551 | 0.0550 |
| 1.0235 | 255.0 | 255 | 1.1848 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0196 | 256.0 | 256 | 1.2698 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.015 | 257.0 | 257 | 1.2099 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0117 | 258.0 | 258 | 1.2367 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0035 | 259.0 | 259 | 1.2135 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0061 | 260.0 | 260 | 1.1922 | 0.0 | 0.0 | 0.0 | 0.0 |
| 0.9972 | 261.0 | 261 | 1.2154 | 0.0227 | 0.0 | 0.0226 | 0.0228 |
| 0.9912 | 262.0 | 262 | 1.2222 | 0.0939 | 0.0 | 0.0939 | 0.0938 |
| 0.9883 | 263.0 | 263 | 1.2238 | 0.1012 | 0.0 | 0.1012 | 0.1011 |
| 1.0108 | 264.0 | 264 | 1.2260 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.0328 | 265.0 | 265 | 1.2459 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0463 | 266.0 | 266 | 1.2183 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.0738 | 267.0 | 267 | 1.2728 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.0802 | 268.0 | 268 | 1.3435 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.098 | 269.0 | 269 | 1.2978 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1037 | 270.0 | 270 | 1.3061 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0942 | 271.0 | 271 | 1.2770 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0949 | 272.0 | 272 | 1.3883 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1049 | 273.0 | 273 | 1.3228 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1041 | 274.0 | 274 | 1.3558 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.0895 | 275.0 | 275 | 1.2677 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0801 | 276.0 | 276 | 1.2360 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.113 | 277.0 | 277 | 1.3624 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0796 | 278.0 | 278 | 1.3223 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0755 | 279.0 | 279 | 1.2159 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0921 | 280.0 | 280 | 1.2817 | 0.0820 | 0.0 | 0.0821 | 0.0820 |
| 1.0459 | 281.0 | 281 | 1.3274 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.0567 | 282.0 | 282 | 1.2480 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0373 | 283.0 | 283 | 1.2316 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.0367 | 284.0 | 284 | 1.2633 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.0271 | 285.0 | 285 | 1.2451 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.0239 | 286.0 | 286 | 1.2571 | 0.0939 | 0.0 | 0.0939 | 0.0938 |
| 1.0219 | 287.0 | 287 | 1.2185 | 0.1240 | 0.0 | 0.1240 | 0.1239 |
| 1.0048 | 288.0 | 288 | 1.2233 | 0.0820 | 0.0 | 0.0821 | 0.0820 |
| 1.0169 | 289.0 | 289 | 1.2761 | 0.0820 | 0.0 | 0.0821 | 0.0820 |
| 1.0128 | 290.0 | 290 | 1.2111 | 0.0820 | 0.0 | 0.0821 | 0.0820 |
| 1.0013 | 291.0 | 291 | 1.1715 | 0.0820 | 0.0 | 0.0821 | 0.0820 |
| 1.0084 | 292.0 | 292 | 1.2828 | 0.1240 | 0.0 | 0.1240 | 0.1239 |
| 1.0093 | 293.0 | 293 | 1.2433 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 1.0041 | 294.0 | 294 | 1.1849 | 0.1148 | 0.0299 | 0.1148 | 0.1148 |
| 1.0127 | 295.0 | 295 | 1.3196 | 0.1326 | 0.0 | 0.1327 | 0.1325 |
| 1.0404 | 296.0 | 296 | 1.2529 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 1.0 | 297.0 | 297 | 1.1896 | 0.1148 | 0.0299 | 0.1148 | 0.1148 |
| 1.0505 | 298.0 | 298 | 1.2621 | 0.2096 | 0.0008 | 0.2095 | 0.2093 |
| 1.0048 | 299.0 | 299 | 1.3255 | 0.1240 | 0.0 | 0.1240 | 0.1239 |
| 1.0149 | 300.0 | 300 | 1.2315 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 1.0025 | 301.0 | 301 | 1.2068 | 0.2461 | 0.0143 | 0.2463 | 0.2460 |
| 1.0002 | 302.0 | 302 | 1.2602 | 0.1379 | 0.0154 | 0.1381 | 0.1378 |
| 0.9884 | 303.0 | 303 | 1.2811 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9962 | 304.0 | 304 | 1.2167 | 0.1488 | 0.0284 | 0.1485 | 0.1484 |
| 0.9801 | 305.0 | 305 | 1.1966 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9724 | 306.0 | 306 | 1.2477 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9672 | 307.0 | 307 | 1.2630 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.963 | 308.0 | 308 | 1.2150 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9599 | 309.0 | 309 | 1.1955 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9555 | 310.0 | 310 | 1.2544 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9479 | 311.0 | 311 | 1.2563 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9452 | 312.0 | 312 | 1.2034 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9387 | 313.0 | 313 | 1.2069 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9367 | 314.0 | 314 | 1.2478 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9265 | 315.0 | 315 | 1.2316 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9251 | 316.0 | 316 | 1.2129 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9195 | 317.0 | 317 | 1.2198 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9175 | 318.0 | 318 | 1.2170 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9132 | 319.0 | 319 | 1.2183 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9074 | 320.0 | 320 | 1.2311 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9063 | 321.0 | 321 | 1.2172 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9026 | 322.0 | 322 | 1.2152 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.9001 | 323.0 | 323 | 1.2226 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8959 | 324.0 | 324 | 1.2175 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8928 | 325.0 | 325 | 1.2222 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8892 | 326.0 | 326 | 1.2223 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8823 | 327.0 | 327 | 1.2019 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8857 | 328.0 | 328 | 1.1990 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.881 | 329.0 | 329 | 1.2224 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8762 | 330.0 | 330 | 1.2189 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8716 | 331.0 | 331 | 1.2044 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8702 | 332.0 | 332 | 1.2081 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8681 | 333.0 | 333 | 1.2129 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8688 | 334.0 | 334 | 1.2139 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8639 | 335.0 | 335 | 1.2201 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8593 | 336.0 | 336 | 1.2182 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.854 | 337.0 | 337 | 1.2195 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8561 | 338.0 | 338 | 1.2237 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8496 | 339.0 | 339 | 1.2138 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8463 | 340.0 | 340 | 1.2134 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8468 | 341.0 | 341 | 1.2249 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8437 | 342.0 | 342 | 1.2185 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8429 | 343.0 | 343 | 1.2126 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.838 | 344.0 | 344 | 1.2231 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8354 | 345.0 | 345 | 1.2218 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8337 | 346.0 | 346 | 1.2246 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8366 | 347.0 | 347 | 1.2226 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8308 | 348.0 | 348 | 1.2157 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8333 | 349.0 | 349 | 1.2230 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8342 | 350.0 | 350 | 1.2268 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8302 | 351.0 | 351 | 1.2130 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8298 | 352.0 | 352 | 1.2195 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.829 | 353.0 | 353 | 1.2295 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8257 | 354.0 | 354 | 1.2079 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8287 | 355.0 | 355 | 1.2083 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8226 | 356.0 | 356 | 1.2303 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8251 | 357.0 | 357 | 1.2301 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.823 | 358.0 | 358 | 1.2181 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.824 | 359.0 | 359 | 1.2138 | 0.2966 | 0.0606 | 0.2926 | 0.2963 |
| 0.8287 | 360.0 | 360 | 1.2424 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8361 | 361.0 | 361 | 1.2498 | 0.2676 | 0.0797 | 0.2644 | 0.2642 |
| 0.8323 | 362.0 | 362 | 1.2286 | 0.1969 | 0.0366 | 0.1954 | 0.1968 |
| 0.8328 | 363.0 | 363 | 1.2231 | 0.2676 | 0.0797 | 0.2644 | 0.2642 |
| 0.8336 | 364.0 | 364 | 1.2272 | 0.2106 | 0.0651 | 0.2087 | 0.2089 |
| 0.8339 | 365.0 | 365 | 1.2311 | 0.1724 | 0.0475 | 0.1725 | 0.1724 |
| 0.8298 | 366.0 | 366 | 1.2167 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.8254 | 367.0 | 367 | 1.2203 | 0.2012 | 0.0578 | 0.1994 | 0.1989 |
| 0.8273 | 368.0 | 368 | 1.2388 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.8249 | 369.0 | 369 | 1.2324 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.8251 | 370.0 | 370 | 1.2171 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.82 | 371.0 | 371 | 1.2251 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.8194 | 372.0 | 372 | 1.2760 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.817 | 373.0 | 373 | 1.2638 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.8162 | 374.0 | 374 | 1.2479 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.8171 | 375.0 | 375 | 1.2516 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.8131 | 376.0 | 376 | 1.2599 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.812 | 377.0 | 377 | 1.2440 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.8097 | 378.0 | 378 | 1.2373 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.81 | 379.0 | 379 | 1.2409 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.8091 | 380.0 | 380 | 1.2376 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.8048 | 381.0 | 381 | 1.2339 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.808 | 382.0 | 382 | 1.2350 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.8028 | 383.0 | 383 | 1.2436 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.805 | 384.0 | 384 | 1.2478 | 0.2616 | 0.0531 | 0.2595 | 0.2593 |
| 0.7978 | 385.0 | 385 | 1.2671 | 0.2616 | 0.0531 | 0.2595 | 0.2593 |
| 0.7992 | 386.0 | 386 | 1.2770 | 0.2616 | 0.0531 | 0.2595 | 0.2593 |
| 0.8014 | 387.0 | 387 | 1.2659 | 0.2616 | 0.0531 | 0.2595 | 0.2593 |
| 0.7948 | 388.0 | 388 | 1.2547 | 0.2012 | 0.0578 | 0.1994 | 0.1989 |
| 0.7943 | 389.0 | 389 | 1.2550 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.7965 | 390.0 | 390 | 1.2584 | 0.2719 | 0.0553 | 0.2698 | 0.2697 |
| 0.7985 | 391.0 | 391 | 1.2527 | 0.2624 | 0.0533 | 0.2602 | 0.2601 |
| 0.7902 | 392.0 | 392 | 1.2548 | 0.2672 | 0.0541 | 0.2650 | 0.2649 |
| 0.7942 | 393.0 | 393 | 1.2596 | 0.2012 | 0.0578 | 0.1994 | 0.1989 |
| 0.7948 | 394.0 | 394 | 1.2692 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.7936 | 395.0 | 395 | 1.2751 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.7934 | 396.0 | 396 | 1.2656 | 0.2012 | 0.0578 | 0.1994 | 0.1989 |
| 0.7851 | 397.0 | 397 | 1.2703 | 0.2012 | 0.0578 | 0.1994 | 0.1989 |
| 0.7873 | 398.0 | 398 | 1.2760 | 0.2012 | 0.0578 | 0.1994 | 0.1989 |
| 0.7864 | 399.0 | 399 | 1.3134 | 0.1920 | 0.0526 | 0.1920 | 0.1921 |
| 0.7973 | 400.0 | 400 | 1.2821 | 0.2012 | 0.0578 | 0.1994 | 0.1989 |
| 0.7966 | 401.0 | 401 | 1.2432 | 0.2012 | 0.0578 | 0.1994 | 0.1989 |
| 0.8015 | 402.0 | 402 | 1.2148 | 0.2012 | 0.0578 | 0.1994 | 0.1989 |
| 0.7965 | 403.0 | 403 | 1.2275 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.7943 | 404.0 | 404 | 1.2650 | 0.2012 | 0.0578 | 0.1994 | 0.1992 |
| 0.7955 | 405.0 | 405 | 1.2727 | 0.2293 | 0.0460 | 0.2265 | 0.2269 |
| 0.7933 | 406.0 | 406 | 1.2559 | 0.1968 | 0.0313 | 0.1967 | 0.1962 |
| 0.7953 | 407.0 | 407 | 1.2506 | 0.1968 | 0.0313 | 0.1967 | 0.1962 |
| 0.7958 | 408.0 | 408 | 1.2465 | 0.1328 | 0.0310 | 0.1328 | 0.1325 |
| 0.7929 | 409.0 | 409 | 1.2431 | 0.1197 | 0.0313 | 0.1198 | 0.1194 |
| 0.7927 | 410.0 | 410 | 1.2553 | 0.1198 | 0.0310 | 0.1198 | 0.1194 |
| 0.7871 | 411.0 | 411 | 1.2728 | 0.1974 | 0.0291 | 0.1930 | 0.1971 |
| 0.7934 | 412.0 | 412 | 1.2783 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7954 | 413.0 | 413 | 1.2678 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7907 | 414.0 | 414 | 1.2652 | 0.1956 | 0.0284 | 0.1866 | 0.1956 |
| 0.7882 | 415.0 | 415 | 1.2695 | 0.1576 | 0.0290 | 0.1535 | 0.1579 |
| 0.7854 | 416.0 | 416 | 1.2750 | 0.1165 | 0.0274 | 0.1167 | 0.1165 |
| 0.7887 | 417.0 | 417 | 1.2700 | 0.1897 | 0.0295 | 0.1849 | 0.1902 |
| 0.7829 | 418.0 | 418 | 1.2585 | 0.1926 | 0.0277 | 0.1844 | 0.1926 |
| 0.7819 | 419.0 | 419 | 1.2517 | 0.1927 | 0.0276 | 0.1832 | 0.1927 |
| 0.7822 | 420.0 | 420 | 1.2439 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7801 | 421.0 | 421 | 1.2510 | 0.1826 | 0.0274 | 0.1733 | 0.1827 |
| 0.7774 | 422.0 | 422 | 1.2646 | 0.1836 | 0.0274 | 0.1742 | 0.1836 |
| 0.7767 | 423.0 | 423 | 1.2715 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7793 | 424.0 | 424 | 1.2601 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7735 | 425.0 | 425 | 1.2467 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7736 | 426.0 | 426 | 1.2447 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7714 | 427.0 | 427 | 1.2518 | 0.1923 | 0.0274 | 0.1817 | 0.1924 |
| 0.7739 | 428.0 | 428 | 1.2586 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7692 | 429.0 | 429 | 1.2521 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.768 | 430.0 | 430 | 1.2483 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7674 | 431.0 | 431 | 1.2576 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7658 | 432.0 | 432 | 1.2575 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.765 | 433.0 | 433 | 1.2548 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7638 | 434.0 | 434 | 1.2653 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7654 | 435.0 | 435 | 1.2667 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7614 | 436.0 | 436 | 1.2546 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7615 | 437.0 | 437 | 1.2549 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7579 | 438.0 | 438 | 1.2656 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7572 | 439.0 | 439 | 1.2694 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7541 | 440.0 | 440 | 1.2713 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7565 | 441.0 | 441 | 1.2791 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7552 | 442.0 | 442 | 1.2742 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7565 | 443.0 | 443 | 1.2677 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7569 | 444.0 | 444 | 1.2605 | 0.1463 | 0.0274 | 0.1448 | 0.1466 |
| 0.7534 | 445.0 | 445 | 1.2663 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7556 | 446.0 | 446 | 1.2685 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7533 | 447.0 | 447 | 1.2719 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7541 | 448.0 | 448 | 1.2768 | 0.1914 | 0.0272 | 0.1805 | 0.1915 |
| 0.7524 | 449.0 | 449 | 1.2785 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7551 | 450.0 | 450 | 1.2710 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7514 | 451.0 | 451 | 1.2668 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7525 | 452.0 | 452 | 1.2693 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7491 | 453.0 | 453 | 1.2740 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7502 | 454.0 | 454 | 1.2784 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7487 | 455.0 | 455 | 1.2812 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7464 | 456.0 | 456 | 1.2728 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7474 | 457.0 | 457 | 1.2643 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7447 | 458.0 | 458 | 1.2666 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7476 | 459.0 | 459 | 1.2739 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7502 | 460.0 | 460 | 1.2793 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7467 | 461.0 | 461 | 1.2823 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7459 | 462.0 | 462 | 1.2757 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7397 | 463.0 | 463 | 1.2757 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.741 | 464.0 | 464 | 1.2779 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7451 | 465.0 | 465 | 1.2766 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7414 | 466.0 | 466 | 1.2739 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7423 | 467.0 | 467 | 1.2771 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7393 | 468.0 | 468 | 1.2837 | 0.1166 | 0.0274 | 0.1168 | 0.1167 |
| 0.7433 | 469.0 | 469 | 1.2726 | 0.1166 | 0.0274 | 0.1168 | 0.1167 |
| 0.7418 | 470.0 | 470 | 1.2646 | 0.1166 | 0.0274 | 0.1168 | 0.1167 |
| 0.7388 | 471.0 | 471 | 1.2746 | 0.1545 | 0.0274 | 0.1486 | 0.1544 |
| 0.7389 | 472.0 | 472 | 1.2834 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7383 | 473.0 | 473 | 1.2794 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7373 | 474.0 | 474 | 1.2790 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7359 | 475.0 | 475 | 1.2830 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7384 | 476.0 | 476 | 1.2847 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7338 | 477.0 | 477 | 1.2874 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.736 | 478.0 | 478 | 1.2910 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7336 | 479.0 | 479 | 1.2884 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7326 | 480.0 | 480 | 1.2877 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7318 | 481.0 | 481 | 1.2885 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7281 | 482.0 | 482 | 1.2833 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7358 | 483.0 | 483 | 1.2746 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7314 | 484.0 | 484 | 1.2748 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7291 | 485.0 | 485 | 1.2774 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7279 | 486.0 | 486 | 1.2732 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7301 | 487.0 | 487 | 1.2691 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7291 | 488.0 | 488 | 1.2782 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7249 | 489.0 | 489 | 1.2876 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7276 | 490.0 | 490 | 1.2846 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7263 | 491.0 | 491 | 1.2831 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7238 | 492.0 | 492 | 1.2868 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7248 | 493.0 | 493 | 1.2808 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7248 | 494.0 | 494 | 1.2739 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7273 | 495.0 | 495 | 1.2742 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7253 | 496.0 | 496 | 1.2810 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7204 | 497.0 | 497 | 1.2832 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7246 | 498.0 | 498 | 1.2815 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7212 | 499.0 | 499 | 1.2816 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7188 | 500.0 | 500 | 1.2849 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7213 | 501.0 | 501 | 1.2856 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7199 | 502.0 | 502 | 1.2869 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7191 | 503.0 | 503 | 1.2869 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7175 | 504.0 | 504 | 1.2864 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7181 | 505.0 | 505 | 1.2883 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7183 | 506.0 | 506 | 1.2887 | 0.1758 | 0.0388 | 0.1698 | 0.1759 |
| 0.7147 | 507.0 | 507 | 1.2834 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7168 | 508.0 | 508 | 1.2767 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7163 | 509.0 | 509 | 1.2766 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7172 | 510.0 | 510 | 1.2848 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7142 | 511.0 | 511 | 1.2897 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7191 | 512.0 | 512 | 1.2880 | 0.1913 | 0.0272 | 0.1810 | 0.1914 |
| 0.7152 | 513.0 | 513 | 1.2860 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.715 | 514.0 | 514 | 1.2873 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7166 | 515.0 | 515 | 1.2913 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7184 | 516.0 | 516 | 1.2966 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7099 | 517.0 | 517 | 1.2944 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7134 | 518.0 | 518 | 1.2957 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7169 | 519.0 | 519 | 1.2958 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7175 | 520.0 | 520 | 1.2916 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7139 | 521.0 | 521 | 1.2839 | 0.1923 | 0.0274 | 0.1814 | 0.1924 |
| 0.7151 | 522.0 | 522 | 1.2834 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7264 | 523.0 | 523 | 1.2847 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7277 | 524.0 | 524 | 1.2884 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.728 | 525.0 | 525 | 1.2895 | 0.2376 | 0.0540 | 0.2300 | 0.2356 |
| 0.7284 | 526.0 | 526 | 1.2907 | 0.2365 | 0.0456 | 0.2251 | 0.2349 |
| 0.7299 | 527.0 | 527 | 1.2913 | 0.1840 | 0.0485 | 0.1805 | 0.1809 |
| 0.7264 | 528.0 | 528 | 1.2886 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.732 | 529.0 | 529 | 1.2822 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.729 | 530.0 | 530 | 1.2829 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7308 | 531.0 | 531 | 1.2868 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7353 | 532.0 | 532 | 1.2850 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7304 | 533.0 | 533 | 1.2828 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7315 | 534.0 | 534 | 1.2874 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7321 | 535.0 | 535 | 1.2928 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7311 | 536.0 | 536 | 1.2913 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7307 | 537.0 | 537 | 1.2860 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.732 | 538.0 | 538 | 1.2819 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7298 | 539.0 | 539 | 1.2841 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7294 | 540.0 | 540 | 1.2871 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7311 | 541.0 | 541 | 1.2851 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7314 | 542.0 | 542 | 1.2824 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7268 | 543.0 | 543 | 1.2827 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7245 | 544.0 | 544 | 1.2838 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7217 | 545.0 | 545 | 1.2862 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7262 | 546.0 | 546 | 1.2842 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.726 | 547.0 | 547 | 1.2838 | 0.1621 | 0.0442 | 0.1621 | 0.1620 |
| 0.7258 | 548.0 | 548 | 1.2884 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7247 | 549.0 | 549 | 1.2918 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7255 | 550.0 | 550 | 1.2863 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7185 | 551.0 | 551 | 1.2791 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.72 | 552.0 | 552 | 1.2784 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7254 | 553.0 | 553 | 1.2828 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7179 | 554.0 | 554 | 1.2872 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7215 | 555.0 | 555 | 1.2851 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.724 | 556.0 | 556 | 1.2821 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7177 | 557.0 | 557 | 1.2835 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7181 | 558.0 | 558 | 1.2853 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7151 | 559.0 | 559 | 1.2859 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.723 | 560.0 | 560 | 1.2855 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7184 | 561.0 | 561 | 1.2853 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7216 | 562.0 | 562 | 1.2880 | 0.1608 | 0.0405 | 0.1609 | 0.1607 |
| 0.7149 | 563.0 | 563 | 1.2927 | 0.1608 | 0.0405 | 0.1609 | 0.1607 |
| 0.7184 | 564.0 | 564 | 1.2913 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7176 | 565.0 | 565 | 1.2908 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7142 | 566.0 | 566 | 1.2878 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7151 | 567.0 | 567 | 1.2864 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7198 | 568.0 | 568 | 1.2832 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7155 | 569.0 | 569 | 1.2809 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7117 | 570.0 | 570 | 1.2800 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7119 | 571.0 | 571 | 1.2828 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7114 | 572.0 | 572 | 1.2854 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7113 | 573.0 | 573 | 1.2873 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.711 | 574.0 | 574 | 1.2867 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7112 | 575.0 | 575 | 1.2838 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7119 | 576.0 | 576 | 1.2835 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7108 | 577.0 | 577 | 1.2847 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7139 | 578.0 | 578 | 1.2875 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.71 | 579.0 | 579 | 1.2894 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7131 | 580.0 | 580 | 1.2890 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.709 | 581.0 | 581 | 1.2876 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7066 | 582.0 | 582 | 1.2864 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7074 | 583.0 | 583 | 1.2856 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7091 | 584.0 | 584 | 1.2828 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7033 | 585.0 | 585 | 1.2814 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7057 | 586.0 | 586 | 1.2793 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7048 | 587.0 | 587 | 1.2788 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7024 | 588.0 | 588 | 1.2812 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7083 | 589.0 | 589 | 1.2852 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7028 | 590.0 | 590 | 1.2884 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7068 | 591.0 | 591 | 1.2883 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7033 | 592.0 | 592 | 1.2859 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7049 | 593.0 | 593 | 1.2830 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7029 | 594.0 | 594 | 1.2807 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7047 | 595.0 | 595 | 1.2796 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7051 | 596.0 | 596 | 1.2789 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7029 | 597.0 | 597 | 1.2796 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.701 | 598.0 | 598 | 1.2804 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7048 | 599.0 | 599 | 1.2822 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7026 | 600.0 | 600 | 1.2844 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6994 | 601.0 | 601 | 1.2860 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7045 | 602.0 | 602 | 1.2857 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7026 | 603.0 | 603 | 1.2840 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7026 | 604.0 | 604 | 1.2823 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7037 | 605.0 | 605 | 1.2804 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7014 | 606.0 | 606 | 1.2802 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7026 | 607.0 | 607 | 1.2816 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7002 | 608.0 | 608 | 1.2841 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7009 | 609.0 | 609 | 1.2865 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6925 | 610.0 | 610 | 1.2890 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7016 | 611.0 | 611 | 1.2903 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7037 | 612.0 | 612 | 1.2903 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6972 | 613.0 | 613 | 1.2901 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.7008 | 614.0 | 614 | 1.2900 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6995 | 615.0 | 615 | 1.2896 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6983 | 616.0 | 616 | 1.2893 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6998 | 617.0 | 617 | 1.2887 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6993 | 618.0 | 618 | 1.2880 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6992 | 619.0 | 619 | 1.2874 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6964 | 620.0 | 620 | 1.2871 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6988 | 621.0 | 621 | 1.2869 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6983 | 622.0 | 622 | 1.2869 | 0.1668 | 0.0235 | 0.1572 | 0.1666 |
| 0.6999 | 623.0 | 623 | 1.2871 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.7003 | 624.0 | 624 | 1.2873 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6988 | 625.0 | 625 | 1.2877 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.697 | 626.0 | 626 | 1.2881 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6993 | 627.0 | 627 | 1.2883 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6987 | 628.0 | 628 | 1.2884 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6984 | 629.0 | 629 | 1.2887 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.7021 | 630.0 | 630 | 1.2886 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6967 | 631.0 | 631 | 1.2886 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6959 | 632.0 | 632 | 1.2885 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.7017 | 633.0 | 633 | 1.2884 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6947 | 634.0 | 634 | 1.2882 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6991 | 635.0 | 635 | 1.2882 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6974 | 636.0 | 636 | 1.2882 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.7019 | 637.0 | 637 | 1.2881 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6987 | 638.0 | 638 | 1.2880 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6999 | 639.0 | 639 | 1.2879 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
| 0.6975 | 640.0 | 640 | 1.2879 | 0.1609 | 0.0413 | 0.1609 | 0.1608 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.5.1+cu124
- Datasets 3.3.1
- Tokenizers 0.21.0