flan-t5-rouge-squad-qg-test-04
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: 1.2152
- Rouge1: 0.2486
- Rouge2: 0.0388
- Rougel: 0.2486
- Rougelsum: 0.2487
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: 0.4
- 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 | 16.0219 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.455 | 2.0 | 2 | 31.5390 | 0.0 | 0.0 | 0.0 | 0.0 |
| 33.692 | 3.0 | 3 | 197.4205 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 184.344 | 4.0 | 4 | 73.3974 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 73.1822 | 5.0 | 5 | 20.3785 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.0474 | 6.0 | 6 | 42.2101 | 0.0 | 0.0 | 0.0 | 0.0 |
| 43.4471 | 7.0 | 7 | 29.2873 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 28.8091 | 8.0 | 8 | 21.8820 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.6401 | 9.0 | 9 | 24.3029 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.1352 | 10.0 | 10 | 18.7211 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.9293 | 11.0 | 11 | 23.7658 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.781 | 12.0 | 12 | 26.8086 | 0.0 | 0.0 | 0.0 | 0.0 |
| 26.7096 | 13.0 | 13 | 18.1772 | 0.0534 | 0.0 | 0.0537 | 0.0534 |
| 22.2592 | 14.0 | 14 | 21.3540 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.8005 | 15.0 | 15 | 20.9781 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.0292 | 16.0 | 16 | 17.1320 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.1066 | 17.0 | 17 | 19.1508 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.3072 | 18.0 | 18 | 26.3206 | 0.0 | 0.0 | 0.0 | 0.0 |
| 29.0061 | 19.0 | 19 | 26.8226 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.4446 | 20.0 | 20 | 14.2161 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.4475 | 21.0 | 21 | 19.3053 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.805 | 22.0 | 22 | 33.2964 | 0.0 | 0.0 | 0.0 | 0.0 |
| 34.2312 | 23.0 | 23 | 24.3656 | 0.0 | 0.0 | 0.0 | 0.0 |
| 29.0603 | 24.0 | 24 | 15.8149 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.1522 | 25.0 | 25 | 18.4117 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.984 | 26.0 | 26 | 20.6120 | 0.0 | 0.0 | 0.0 | 0.0 |
| 28.6394 | 27.0 | 27 | 36.6668 | 0.0 | 0.0 | 0.0 | 0.0 |
| 40.0548 | 28.0 | 28 | 13.8604 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.634 | 29.0 | 29 | 16.7791 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.167 | 30.0 | 30 | 19.2388 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.9298 | 31.0 | 31 | 17.2236 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.8365 | 32.0 | 32 | 28.8467 | 0.0 | 0.0 | 0.0 | 0.0 |
| 31.9018 | 33.0 | 33 | 14.6632 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.6583 | 34.0 | 34 | 16.4591 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.3476 | 35.0 | 35 | 17.6414 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.077 | 36.0 | 36 | 22.6157 | 0.0 | 0.0 | 0.0 | 0.0 |
| 28.8949 | 37.0 | 37 | 21.6445 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 29.2962 | 38.0 | 38 | 20.4496 | 0.0 | 0.0 | 0.0 | 0.0 |
| 28.1175 | 39.0 | 39 | 11.7932 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.8387 | 40.0 | 40 | 13.9697 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.9107 | 41.0 | 41 | 29.2343 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.9152 | 42.0 | 42 | 15.5531 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.6142 | 43.0 | 43 | 15.4879 | 0.0 | 0.0 | 0.0 | 0.0 |
| 27.1165 | 44.0 | 44 | 16.0528 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.5702 | 45.0 | 45 | 18.1365 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.4221 | 46.0 | 46 | 31.9882 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 37.4214 | 47.0 | 47 | 28.3004 | 0.0 | 0.0 | 0.0 | 0.0 |
| 37.1606 | 48.0 | 48 | 22.8820 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 30.5788 | 49.0 | 49 | 20.1993 | 0.0534 | 0.0 | 0.0537 | 0.0534 |
| 25.0979 | 50.0 | 50 | 11.5085 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.9004 | 51.0 | 51 | 14.0245 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.2471 | 52.0 | 52 | 12.2109 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.2539 | 53.0 | 53 | 27.9503 | 0.0 | 0.0 | 0.0 | 0.0 |
| 33.2014 | 54.0 | 54 | 29.8893 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 35.5761 | 55.0 | 55 | 24.5485 | 0.0007 | 0.0 | 0.0007 | 0.0007 |
| 27.7285 | 56.0 | 56 | 18.3517 | 0.0214 | 0.0 | 0.0215 | 0.0215 |
| 23.2622 | 57.0 | 57 | 16.1799 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.4649 | 58.0 | 58 | 7.3384 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.6374 | 59.0 | 59 | 9.6977 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.4602 | 60.0 | 60 | 10.4192 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.3542 | 61.0 | 61 | 9.9584 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 14.2216 | 62.0 | 62 | 6.6445 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.6863 | 63.0 | 63 | 8.1983 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.2387 | 64.0 | 64 | 9.0417 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.7246 | 65.0 | 65 | 8.5955 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.8968 | 66.0 | 66 | 9.3482 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.3655 | 67.0 | 67 | 9.0036 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.8258 | 68.0 | 68 | 9.8534 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.4985 | 69.0 | 69 | 8.3843 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.5932 | 70.0 | 70 | 10.0148 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.003 | 71.0 | 71 | 9.6610 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.7868 | 72.0 | 72 | 8.9187 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.6063 | 73.0 | 73 | 9.0996 | 0.0085 | 0.0 | 0.0085 | 0.0085 |
| 10.7353 | 74.0 | 74 | 7.9103 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.9026 | 75.0 | 75 | 8.7066 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.3106 | 76.0 | 76 | 8.0712 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.5252 | 77.0 | 77 | 10.7906 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.3294 | 78.0 | 78 | 19.4941 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.2722 | 79.0 | 79 | 9.7761 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.3881 | 80.0 | 80 | 5.6219 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.2274 | 81.0 | 81 | 7.4866 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.5713 | 82.0 | 82 | 6.5238 | 0.0233 | 0.0 | 0.0231 | 0.0233 |
| 10.0146 | 83.0 | 83 | 7.0829 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.3591 | 84.0 | 84 | 6.5312 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.7611 | 85.0 | 85 | 8.8651 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 12.8063 | 86.0 | 86 | 14.7514 | 0.0163 | 0.0 | 0.0161 | 0.0163 |
| 16.0754 | 87.0 | 87 | 10.2024 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.5093 | 88.0 | 88 | 5.5071 | 0.0013 | 0.0 | 0.0013 | 0.0013 |
| 8.7486 | 89.0 | 89 | 7.0029 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.3908 | 90.0 | 90 | 6.4490 | 0.0034 | 0.0 | 0.0035 | 0.0035 |
| 7.407 | 91.0 | 91 | 12.7370 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.696 | 92.0 | 92 | 6.9324 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.9839 | 93.0 | 93 | 4.3503 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.3156 | 94.0 | 94 | 4.3900 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.5562 | 95.0 | 95 | 4.7743 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2117 | 96.0 | 96 | 3.6033 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.4366 | 97.0 | 97 | 4.9296 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.8001 | 98.0 | 98 | 4.9594 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.5795 | 99.0 | 99 | 4.1185 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.7486 | 100.0 | 100 | 3.1528 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1963 | 101.0 | 101 | 4.3762 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.9059 | 102.0 | 102 | 4.5871 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2982 | 103.0 | 103 | 3.9382 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6495 | 104.0 | 104 | 3.6156 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0875 | 105.0 | 105 | 3.1087 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0332 | 106.0 | 106 | 4.4831 | 0.0085 | 0.0 | 0.0085 | 0.0085 |
| 4.6373 | 107.0 | 107 | 4.4479 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.6459 | 108.0 | 108 | 3.9639 | 0.0017 | 0.0 | 0.0017 | 0.0016 |
| 5.1254 | 109.0 | 109 | 3.6078 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6828 | 110.0 | 110 | 3.4882 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8804 | 111.0 | 111 | 4.9061 | 0.0214 | 0.0 | 0.0215 | 0.0215 |
| 5.7167 | 112.0 | 112 | 4.0331 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8434 | 113.0 | 113 | 4.8499 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.3672 | 114.0 | 114 | 3.4450 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.6201 | 115.0 | 115 | 3.7272 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1626 | 116.0 | 116 | 3.5726 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.4476 | 117.0 | 117 | 3.9890 | 0.0066 | 0.0 | 0.0066 | 0.0065 |
| 4.8037 | 118.0 | 118 | 3.5609 | 0.0231 | 0.0 | 0.0229 | 0.0231 |
| 4.7471 | 119.0 | 119 | 4.0288 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6282 | 120.0 | 120 | 3.1042 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8126 | 121.0 | 121 | 3.3612 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8913 | 122.0 | 122 | 2.6244 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5486 | 123.0 | 123 | 3.5316 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8834 | 124.0 | 124 | 4.0640 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.867 | 125.0 | 125 | 3.1609 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9464 | 126.0 | 126 | 3.8254 | 0.0233 | 0.0 | 0.0231 | 0.0233 |
| 4.1685 | 127.0 | 127 | 3.9468 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.5446 | 128.0 | 128 | 3.8867 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 4.961 | 129.0 | 129 | 3.8960 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.549 | 130.0 | 130 | 3.3984 | 0.0029 | 0.0 | 0.0028 | 0.0029 |
| 4.17 | 131.0 | 131 | 3.4566 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.5379 | 132.0 | 132 | 4.0897 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6439 | 133.0 | 133 | 3.7517 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3534 | 134.0 | 134 | 3.7722 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1807 | 135.0 | 135 | 2.8795 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5922 | 136.0 | 136 | 4.2131 | 0.0534 | 0.0 | 0.0537 | 0.0534 |
| 4.6178 | 137.0 | 137 | 3.7202 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 4.3132 | 138.0 | 138 | 3.9927 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1725 | 139.0 | 139 | 4.1347 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.7982 | 140.0 | 140 | 3.9234 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.938 | 141.0 | 141 | 4.2164 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.833 | 142.0 | 142 | 4.1900 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.7801 | 143.0 | 143 | 3.3416 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7128 | 144.0 | 144 | 5.1693 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.6713 | 145.0 | 145 | 4.3185 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1744 | 146.0 | 146 | 3.1060 | 0.0088 | 0.0 | 0.0087 | 0.0088 |
| 4.0207 | 147.0 | 147 | 3.0053 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.083 | 148.0 | 148 | 3.7835 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.413 | 149.0 | 149 | 3.2100 | 0.0063 | 0.0 | 0.0062 | 0.0062 |
| 4.1427 | 150.0 | 150 | 3.4465 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.4833 | 151.0 | 151 | 3.3371 | 0.0066 | 0.0 | 0.0066 | 0.0065 |
| 3.8757 | 152.0 | 152 | 2.6935 | 0.0083 | 0.0 | 0.0084 | 0.0083 |
| 3.2553 | 153.0 | 153 | 3.1985 | 0.1038 | 0.0 | 0.1037 | 0.1039 |
| 4.2185 | 154.0 | 154 | 3.0649 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6175 | 155.0 | 155 | 4.1368 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6927 | 156.0 | 156 | 3.4780 | 0.0113 | 0.0 | 0.0113 | 0.0112 |
| 3.89 | 157.0 | 157 | 2.8665 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3373 | 158.0 | 158 | 3.0355 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.246 | 159.0 | 159 | 3.5030 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.0932 | 160.0 | 160 | 2.8363 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.384 | 161.0 | 161 | 3.0466 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5869 | 162.0 | 162 | 3.2223 | 0.0061 | 0.0 | 0.0061 | 0.0061 |
| 3.5293 | 163.0 | 163 | 3.2402 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3278 | 164.0 | 164 | 3.5546 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7373 | 165.0 | 165 | 4.1721 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1369 | 166.0 | 166 | 4.2950 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.62 | 167.0 | 167 | 4.2191 | 0.0022 | 0.0 | 0.0022 | 0.0022 |
| 4.8347 | 168.0 | 168 | 3.4131 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.061 | 169.0 | 169 | 4.1140 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 4.1555 | 170.0 | 170 | 3.9348 | 0.0534 | 0.0 | 0.0537 | 0.0534 |
| 3.8999 | 171.0 | 171 | 3.3121 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5829 | 172.0 | 172 | 3.7101 | 0.0008 | 0.0 | 0.0008 | 0.0008 |
| 3.8753 | 173.0 | 173 | 3.2086 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4737 | 174.0 | 174 | 3.4227 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5587 | 175.0 | 175 | 2.9570 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 3.396 | 176.0 | 176 | 2.8612 | 0.0057 | 0.0 | 0.0058 | 0.0057 |
| 3.2066 | 177.0 | 177 | 2.6097 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1486 | 178.0 | 178 | 2.1522 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6713 | 179.0 | 179 | 4.0739 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1253 | 180.0 | 180 | 3.8060 | 0.0034 | 0.0 | 0.0033 | 0.0033 |
| 3.7578 | 181.0 | 181 | 2.6577 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8754 | 182.0 | 182 | 3.4642 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5343 | 183.0 | 183 | 3.0506 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1273 | 184.0 | 184 | 2.5949 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.7416 | 185.0 | 185 | 3.1804 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9927 | 186.0 | 186 | 3.1607 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0332 | 187.0 | 187 | 3.0634 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1315 | 188.0 | 188 | 4.3253 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3981 | 189.0 | 189 | 3.2589 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8427 | 190.0 | 190 | 2.7597 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 3.2488 | 191.0 | 191 | 2.7481 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0487 | 192.0 | 192 | 2.6762 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8221 | 193.0 | 193 | 3.0087 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2018 | 194.0 | 194 | 3.6489 | 0.0085 | 0.0 | 0.0085 | 0.0085 |
| 3.5173 | 195.0 | 195 | 2.9892 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9974 | 196.0 | 196 | 3.3173 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7787 | 197.0 | 197 | 2.2824 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5002 | 198.0 | 198 | 4.8027 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8295 | 199.0 | 199 | 5.3398 | 0.0233 | 0.0 | 0.0231 | 0.0233 |
| 5.3482 | 200.0 | 200 | 3.3830 | 0.0097 | 0.0 | 0.0097 | 0.0097 |
| 3.3742 | 201.0 | 201 | 2.4498 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 3.0818 | 202.0 | 202 | 2.7559 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4968 | 203.0 | 203 | 2.8636 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9977 | 204.0 | 204 | 3.4069 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2316 | 205.0 | 205 | 3.3498 | 0.0156 | 0.0 | 0.0154 | 0.0155 |
| 3.2488 | 206.0 | 206 | 3.5946 | 0.0119 | 0.0 | 0.0117 | 0.0115 |
| 3.9357 | 207.0 | 207 | 2.7182 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 3.0432 | 208.0 | 208 | 3.3673 | 0.0007 | 0.0 | 0.0007 | 0.0007 |
| 3.5031 | 209.0 | 209 | 3.0547 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2086 | 210.0 | 210 | 2.5287 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7682 | 211.0 | 211 | 2.3442 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4771 | 212.0 | 212 | 2.0860 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2822 | 213.0 | 213 | 2.7773 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.625 | 214.0 | 214 | 2.0415 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2275 | 215.0 | 215 | 2.3276 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3778 | 216.0 | 216 | 2.5548 | 0.0085 | 0.0 | 0.0085 | 0.0085 |
| 2.6467 | 217.0 | 217 | 2.0969 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3499 | 218.0 | 218 | 1.9221 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2348 | 219.0 | 219 | 2.2562 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6427 | 220.0 | 220 | 2.0777 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3516 | 221.0 | 221 | 2.1395 | 0.0113 | 0.0 | 0.0113 | 0.0112 |
| 2.3944 | 222.0 | 222 | 2.4222 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.7756 | 223.0 | 223 | 2.7546 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8023 | 224.0 | 224 | 2.5355 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5757 | 225.0 | 225 | 2.2042 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3129 | 226.0 | 226 | 2.6085 | 0.0534 | 0.0 | 0.0537 | 0.0534 |
| 2.7185 | 227.0 | 227 | 2.5796 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9377 | 228.0 | 228 | 2.3942 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.7967 | 229.0 | 229 | 2.6277 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7032 | 230.0 | 230 | 2.9292 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7889 | 231.0 | 231 | 2.4121 | 0.0200 | 0.0 | 0.0190 | 0.0196 |
| 2.4664 | 232.0 | 232 | 2.3435 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4874 | 233.0 | 233 | 2.6535 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6103 | 234.0 | 234 | 2.3815 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.4494 | 235.0 | 235 | 2.3797 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3108 | 236.0 | 236 | 2.2012 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3319 | 237.0 | 237 | 1.8000 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.02 | 238.0 | 238 | 2.5257 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5289 | 239.0 | 239 | 2.6165 | 0.0038 | 0.0 | 0.0039 | 0.0039 |
| 2.794 | 240.0 | 240 | 1.9084 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.1357 | 241.0 | 241 | 1.7062 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8209 | 242.0 | 242 | 2.7842 | 0.0066 | 0.0 | 0.0066 | 0.0065 |
| 2.8002 | 243.0 | 243 | 2.7818 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.769 | 244.0 | 244 | 2.3552 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2363 | 245.0 | 245 | 2.1362 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2479 | 246.0 | 246 | 2.1144 | 0.0020 | 0.0 | 0.0020 | 0.0020 |
| 2.2857 | 247.0 | 247 | 2.1603 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1886 | 248.0 | 248 | 1.9371 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.212 | 249.0 | 249 | 2.3188 | 0.0009 | 0.0 | 0.0009 | 0.0009 |
| 2.415 | 250.0 | 250 | 2.1078 | 0.0048 | 0.0 | 0.0050 | 0.0049 |
| 2.0149 | 251.0 | 251 | 2.0868 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3827 | 252.0 | 252 | 1.9435 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0686 | 253.0 | 253 | 2.2565 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2068 | 254.0 | 254 | 2.0862 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0445 | 255.0 | 255 | 2.0182 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2053 | 256.0 | 256 | 2.0345 | 0.0005 | 0.0 | 0.0005 | 0.0005 |
| 2.1671 | 257.0 | 257 | 1.9548 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8203 | 258.0 | 258 | 1.9466 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.063 | 259.0 | 259 | 2.0707 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1146 | 260.0 | 260 | 2.0264 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2133 | 261.0 | 261 | 1.7305 | 0.0613 | 0.0 | 0.0612 | 0.0612 |
| 1.8565 | 262.0 | 262 | 1.6443 | 0.0608 | 0.0 | 0.0607 | 0.0608 |
| 1.6016 | 263.0 | 263 | 1.6219 | 0.1159 | 0.0 | 0.1158 | 0.1158 |
| 1.6174 | 264.0 | 264 | 2.0070 | 0.0064 | 0.0 | 0.0064 | 0.0064 |
| 1.8639 | 265.0 | 265 | 1.8647 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7387 | 266.0 | 266 | 1.7416 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.6727 | 267.0 | 267 | 1.8191 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6434 | 268.0 | 268 | 1.6044 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.6991 | 269.0 | 269 | 1.5762 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5309 | 270.0 | 270 | 1.6255 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4595 | 271.0 | 271 | 1.7028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7729 | 272.0 | 272 | 1.6386 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.5874 | 273.0 | 273 | 1.8749 | 0.0085 | 0.0 | 0.0085 | 0.0085 |
| 1.7542 | 274.0 | 274 | 1.6201 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5633 | 275.0 | 275 | 1.6478 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.6264 | 276.0 | 276 | 1.7401 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5161 | 277.0 | 277 | 1.6843 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4504 | 278.0 | 278 | 1.6375 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.6378 | 279.0 | 279 | 1.7766 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.6616 | 280.0 | 280 | 1.6914 | 0.0664 | 0.0 | 0.0664 | 0.0664 |
| 1.5174 | 281.0 | 281 | 1.4583 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.4289 | 282.0 | 282 | 1.6232 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.476 | 283.0 | 283 | 1.5305 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.3415 | 284.0 | 284 | 1.4076 | 0.0635 | 0.0 | 0.0635 | 0.0635 |
| 1.3261 | 285.0 | 285 | 1.7016 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5218 | 286.0 | 286 | 1.6217 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.4804 | 287.0 | 287 | 1.4644 | 0.1159 | 0.0 | 0.1158 | 0.1158 |
| 1.435 | 288.0 | 288 | 1.4513 | 0.1159 | 0.0 | 0.1158 | 0.1158 |
| 1.3672 | 289.0 | 289 | 1.5078 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.3866 | 290.0 | 290 | 1.4166 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.4262 | 291.0 | 291 | 1.4141 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.3155 | 292.0 | 292 | 1.5850 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.3751 | 293.0 | 293 | 1.4638 | 0.1240 | 0.0 | 0.1240 | 0.1240 |
| 1.3271 | 294.0 | 294 | 1.3786 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2532 | 295.0 | 295 | 1.3665 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.3555 | 296.0 | 296 | 1.4469 | 0.1113 | 0.0003 | 0.1116 | 0.1114 |
| 1.3637 | 297.0 | 297 | 1.4100 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.2731 | 298.0 | 298 | 1.3435 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.2883 | 299.0 | 299 | 1.5372 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3645 | 300.0 | 300 | 1.5062 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.3333 | 301.0 | 301 | 1.3859 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.2537 | 302.0 | 302 | 1.5547 | 0.0897 | 0.0 | 0.0898 | 0.0897 |
| 1.3735 | 303.0 | 303 | 1.3711 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.293 | 304.0 | 304 | 1.3989 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.3982 | 305.0 | 305 | 1.5221 | 0.1113 | 0.0003 | 0.1116 | 0.1114 |
| 1.368 | 306.0 | 306 | 1.5505 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.3671 | 307.0 | 307 | 1.4284 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2846 | 308.0 | 308 | 1.5235 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.5037 | 309.0 | 309 | 1.4998 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.3793 | 310.0 | 310 | 1.5763 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.334 | 311.0 | 311 | 1.4538 | 0.0597 | 0.0 | 0.0597 | 0.0597 |
| 1.3002 | 312.0 | 312 | 1.4955 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.4192 | 313.0 | 313 | 1.3890 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2963 | 314.0 | 314 | 1.3621 | 0.0821 | 0.0 | 0.0820 | 0.0820 |
| 1.3366 | 315.0 | 315 | 1.4886 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3721 | 316.0 | 316 | 1.3864 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.2749 | 317.0 | 317 | 1.3630 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2027 | 318.0 | 318 | 1.4372 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2114 | 319.0 | 319 | 1.4860 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.3163 | 320.0 | 320 | 1.4335 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.192 | 321.0 | 321 | 1.5326 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2911 | 322.0 | 322 | 1.4411 | 0.1194 | 0.0 | 0.1193 | 0.1193 |
| 1.2962 | 323.0 | 323 | 1.4272 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.2127 | 324.0 | 324 | 1.4108 | 0.0821 | 0.0 | 0.0820 | 0.0820 |
| 1.2069 | 325.0 | 325 | 1.2485 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1417 | 326.0 | 326 | 1.2596 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1624 | 327.0 | 327 | 1.2437 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0922 | 328.0 | 328 | 1.2763 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1461 | 329.0 | 329 | 1.3160 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1544 | 330.0 | 330 | 1.3527 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.2353 | 331.0 | 331 | 1.4416 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.2038 | 332.0 | 332 | 1.4034 | 0.1405 | 0.0 | 0.1407 | 0.1406 |
| 1.1128 | 333.0 | 333 | 1.4813 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4125 | 334.0 | 334 | 1.5000 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4515 | 335.0 | 335 | 1.4250 | 0.0722 | 0.0 | 0.0722 | 0.0722 |
| 1.236 | 336.0 | 336 | 1.3678 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1935 | 337.0 | 337 | 1.3674 | 0.0821 | 0.0 | 0.0820 | 0.0820 |
| 1.2676 | 338.0 | 338 | 1.3383 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1627 | 339.0 | 339 | 1.4953 | 0.1113 | 0.0003 | 0.1116 | 0.1114 |
| 1.2283 | 340.0 | 340 | 1.4668 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2302 | 341.0 | 341 | 1.3815 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1793 | 342.0 | 342 | 1.4009 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1563 | 343.0 | 343 | 1.3322 | 0.1194 | 0.0 | 0.1193 | 0.1193 |
| 1.113 | 344.0 | 344 | 1.3040 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0995 | 345.0 | 345 | 1.1889 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0826 | 346.0 | 346 | 1.2896 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.117 | 347.0 | 347 | 1.2768 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1204 | 348.0 | 348 | 1.3425 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1046 | 349.0 | 349 | 1.2913 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0552 | 350.0 | 350 | 1.3111 | 0.1113 | 0.0003 | 0.1116 | 0.1114 |
| 1.153 | 351.0 | 351 | 1.2486 | 0.1146 | 0.0 | 0.1150 | 0.1147 |
| 1.0965 | 352.0 | 352 | 1.3159 | 0.0821 | 0.0 | 0.0820 | 0.0820 |
| 1.1576 | 353.0 | 353 | 1.3453 | 0.0597 | 0.0 | 0.0597 | 0.0597 |
| 1.1167 | 354.0 | 354 | 1.3960 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1406 | 355.0 | 355 | 1.4003 | 0.1330 | 0.0136 | 0.1330 | 0.1330 |
| 1.2015 | 356.0 | 356 | 1.3305 | 0.1564 | 0.0003 | 0.1562 | 0.1562 |
| 1.0941 | 357.0 | 357 | 1.4293 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1472 | 358.0 | 358 | 1.4187 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.2059 | 359.0 | 359 | 1.2882 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0746 | 360.0 | 360 | 1.2863 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1472 | 361.0 | 361 | 1.3949 | 0.1113 | 0.0003 | 0.1116 | 0.1114 |
| 1.2503 | 362.0 | 362 | 1.3291 | 0.1113 | 0.0003 | 0.1116 | 0.1114 |
| 1.1216 | 363.0 | 363 | 1.2684 | 0.0821 | 0.0 | 0.0820 | 0.0820 |
| 1.1144 | 364.0 | 364 | 1.3125 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1525 | 365.0 | 365 | 1.3969 | 0.0743 | 0.0020 | 0.0741 | 0.0742 |
| 1.1987 | 366.0 | 366 | 1.2876 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.073 | 367.0 | 367 | 1.3798 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.2249 | 368.0 | 368 | 1.4367 | 0.1113 | 0.0003 | 0.1116 | 0.1114 |
| 1.2315 | 369.0 | 369 | 1.5057 | 0.1113 | 0.0003 | 0.1116 | 0.1114 |
| 1.1698 | 370.0 | 370 | 1.5204 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1681 | 371.0 | 371 | 1.3732 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1112 | 372.0 | 372 | 1.2429 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0809 | 373.0 | 373 | 1.2771 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1149 | 374.0 | 374 | 1.2776 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0936 | 375.0 | 375 | 1.2715 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0924 | 376.0 | 376 | 1.2689 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0505 | 377.0 | 377 | 1.3197 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0801 | 378.0 | 378 | 1.4790 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.2812 | 379.0 | 379 | 1.3642 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1554 | 380.0 | 380 | 1.3075 | 0.0821 | 0.0 | 0.0820 | 0.0820 |
| 1.145 | 381.0 | 381 | 1.3577 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.1485 | 382.0 | 382 | 1.4277 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0935 | 383.0 | 383 | 1.3877 | 0.1507 | 0.0005 | 0.1512 | 0.1507 |
| 1.0924 | 384.0 | 384 | 1.3147 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1039 | 385.0 | 385 | 1.2289 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0662 | 386.0 | 386 | 1.2623 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0678 | 387.0 | 387 | 1.2624 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0375 | 388.0 | 388 | 1.2982 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0406 | 389.0 | 389 | 1.2663 | 0.1240 | 0.0 | 0.1240 | 0.1240 |
| 1.0358 | 390.0 | 390 | 1.2385 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0177 | 391.0 | 391 | 1.2277 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0293 | 392.0 | 392 | 1.2881 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0225 | 393.0 | 393 | 1.2713 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0211 | 394.0 | 394 | 1.2448 | 0.0 | 0.0 | 0.0 | 0.0 |
| 0.9995 | 395.0 | 395 | 1.2147 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 0.9935 | 396.0 | 396 | 1.1805 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0099 | 397.0 | 397 | 1.2449 | 0.1240 | 0.0 | 0.1240 | 0.1240 |
| 1.0247 | 398.0 | 398 | 1.2165 | 0.1240 | 0.0 | 0.1240 | 0.1240 |
| 1.0067 | 399.0 | 399 | 1.1987 | 0.1194 | 0.0 | 0.1193 | 0.1193 |
| 0.9973 | 400.0 | 400 | 1.2661 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0222 | 401.0 | 401 | 1.2345 | 0.0716 | 0.0 | 0.0714 | 0.0713 |
| 0.9977 | 402.0 | 402 | 1.2356 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0245 | 403.0 | 403 | 1.2560 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 0.9897 | 404.0 | 404 | 1.3198 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0404 | 405.0 | 405 | 1.2539 | 0.0 | 0.0 | 0.0 | 0.0 |
| 0.9965 | 406.0 | 406 | 1.2861 | 0.1231 | 0.0 | 0.1230 | 0.1230 |
| 1.1208 | 407.0 | 407 | 1.3147 | 0.1159 | 0.0 | 0.1158 | 0.1158 |
| 1.1597 | 408.0 | 408 | 1.2553 | 0.1231 | 0.0 | 0.1230 | 0.1230 |
| 1.0189 | 409.0 | 409 | 1.3914 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1406 | 410.0 | 410 | 1.4888 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2668 | 411.0 | 411 | 1.3754 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1153 | 412.0 | 412 | 1.2864 | 0.1443 | 0.0229 | 0.1444 | 0.1443 |
| 1.0327 | 413.0 | 413 | 1.3146 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 1.0679 | 414.0 | 414 | 1.3074 | 0.1240 | 0.0 | 0.1240 | 0.1240 |
| 1.0329 | 415.0 | 415 | 1.3079 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0567 | 416.0 | 416 | 1.2589 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0744 | 417.0 | 417 | 1.1859 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.0268 | 418.0 | 418 | 1.2104 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.999 | 419.0 | 419 | 1.2854 | 0.1240 | 0.0 | 0.1240 | 0.1240 |
| 1.0068 | 420.0 | 420 | 1.2854 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.9983 | 421.0 | 421 | 1.1901 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.9839 | 422.0 | 422 | 1.1417 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.9864 | 423.0 | 423 | 1.1908 | 0.1725 | 0.0476 | 0.1722 | 0.1725 |
| 0.9809 | 424.0 | 424 | 1.2216 | 0.1725 | 0.0476 | 0.1722 | 0.1725 |
| 0.9699 | 425.0 | 425 | 1.2346 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.989 | 426.0 | 426 | 1.2204 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.9634 | 427.0 | 427 | 1.2050 | 0.1382 | 0.0212 | 0.1380 | 0.1379 |
| 0.9663 | 428.0 | 428 | 1.1623 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.959 | 429.0 | 429 | 1.1420 | 0.1327 | 0.0 | 0.1326 | 0.1326 |
| 0.9651 | 430.0 | 430 | 1.1749 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.953 | 431.0 | 431 | 1.2111 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.9523 | 432.0 | 432 | 1.1901 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.9443 | 433.0 | 433 | 1.1622 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.9516 | 434.0 | 434 | 1.1660 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.9382 | 435.0 | 435 | 1.1901 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.9416 | 436.0 | 436 | 1.1788 | 0.1430 | 0.0215 | 0.1429 | 0.1431 |
| 0.9441 | 437.0 | 437 | 1.1631 | 0.2785 | 0.0448 | 0.2785 | 0.2786 |
| 0.9395 | 438.0 | 438 | 1.1664 | 0.1475 | 0.0223 | 0.1473 | 0.1475 |
| 0.9306 | 439.0 | 439 | 1.1820 | 0.1475 | 0.0223 | 0.1473 | 0.1475 |
| 0.9316 | 440.0 | 440 | 1.1788 | 0.1725 | 0.0476 | 0.1722 | 0.1725 |
| 0.9313 | 441.0 | 441 | 1.1769 | 0.1475 | 0.0219 | 0.1473 | 0.1475 |
| 0.9314 | 442.0 | 442 | 1.1835 | 0.1475 | 0.0219 | 0.1473 | 0.1475 |
| 0.9262 | 443.0 | 443 | 1.1718 | 0.1475 | 0.0219 | 0.1473 | 0.1475 |
| 0.9255 | 444.0 | 444 | 1.1466 | 0.1475 | 0.0219 | 0.1473 | 0.1475 |
| 0.9213 | 445.0 | 445 | 1.1470 | 0.1261 | 0.0069 | 0.1262 | 0.1260 |
| 0.92 | 446.0 | 446 | 1.1743 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.9163 | 447.0 | 447 | 1.1859 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.9162 | 448.0 | 448 | 1.1682 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.9106 | 449.0 | 449 | 1.1535 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.9138 | 450.0 | 450 | 1.1606 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.9135 | 451.0 | 451 | 1.1717 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.9063 | 452.0 | 452 | 1.1721 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.9051 | 453.0 | 453 | 1.1674 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.9093 | 454.0 | 454 | 1.1647 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.9053 | 455.0 | 455 | 1.1572 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.9032 | 456.0 | 456 | 1.1539 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.9035 | 457.0 | 457 | 1.1670 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.9009 | 458.0 | 458 | 1.1714 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8993 | 459.0 | 459 | 1.1587 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8981 | 460.0 | 460 | 1.1466 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8978 | 461.0 | 461 | 1.1550 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.9029 | 462.0 | 462 | 1.1670 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8965 | 463.0 | 463 | 1.1690 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8882 | 464.0 | 464 | 1.1609 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8921 | 465.0 | 465 | 1.1554 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8893 | 466.0 | 466 | 1.1564 | 0.1747 | 0.0410 | 0.1748 | 0.1747 |
| 0.8853 | 467.0 | 467 | 1.1601 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8816 | 468.0 | 468 | 1.1614 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8877 | 469.0 | 469 | 1.1594 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8824 | 470.0 | 470 | 1.1545 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8808 | 471.0 | 471 | 1.1515 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.879 | 472.0 | 472 | 1.1563 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8792 | 473.0 | 473 | 1.1636 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8789 | 474.0 | 474 | 1.1578 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8726 | 475.0 | 475 | 1.1554 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8738 | 476.0 | 476 | 1.1636 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8703 | 477.0 | 477 | 1.1653 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8712 | 478.0 | 478 | 1.1554 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8715 | 479.0 | 479 | 1.1527 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8697 | 480.0 | 480 | 1.1603 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8683 | 481.0 | 481 | 1.1613 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8643 | 482.0 | 482 | 1.1620 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8627 | 483.0 | 483 | 1.1642 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8625 | 484.0 | 484 | 1.1624 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.864 | 485.0 | 485 | 1.1639 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8625 | 486.0 | 486 | 1.1677 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.863 | 487.0 | 487 | 1.1649 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8564 | 488.0 | 488 | 1.1575 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8556 | 489.0 | 489 | 1.1625 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8599 | 490.0 | 490 | 1.1704 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8534 | 491.0 | 491 | 1.1700 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8543 | 492.0 | 492 | 1.1673 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8515 | 493.0 | 493 | 1.1694 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8505 | 494.0 | 494 | 1.1729 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8522 | 495.0 | 495 | 1.1692 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8555 | 496.0 | 496 | 1.1656 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.861 | 497.0 | 497 | 1.1660 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8586 | 498.0 | 498 | 1.1671 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8555 | 499.0 | 499 | 1.1710 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8534 | 500.0 | 500 | 1.1737 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8529 | 501.0 | 501 | 1.1858 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8555 | 502.0 | 502 | 1.1877 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8599 | 503.0 | 503 | 1.1918 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.8635 | 504.0 | 504 | 1.1915 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8642 | 505.0 | 505 | 1.1908 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8647 | 506.0 | 506 | 1.1892 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8646 | 507.0 | 507 | 1.1811 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8646 | 508.0 | 508 | 1.1696 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8629 | 509.0 | 509 | 1.1798 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8617 | 510.0 | 510 | 1.1922 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8593 | 511.0 | 511 | 1.1862 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8544 | 512.0 | 512 | 1.1849 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8538 | 513.0 | 513 | 1.1853 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8505 | 514.0 | 514 | 1.1864 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8513 | 515.0 | 515 | 1.1952 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8508 | 516.0 | 516 | 1.2001 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8495 | 517.0 | 517 | 1.1881 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8467 | 518.0 | 518 | 1.1831 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8429 | 519.0 | 519 | 1.1872 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8418 | 520.0 | 520 | 1.1905 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8421 | 521.0 | 521 | 1.1888 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8411 | 522.0 | 522 | 1.1814 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8388 | 523.0 | 523 | 1.1756 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8376 | 524.0 | 524 | 1.1824 | 0.2054 | 0.0313 | 0.2052 | 0.2054 |
| 0.8329 | 525.0 | 525 | 1.1949 | 0.2054 | 0.0313 | 0.2052 | 0.2054 |
| 0.8377 | 526.0 | 526 | 1.1973 | 0.1451 | 0.0388 | 0.1448 | 0.1452 |
| 0.8309 | 527.0 | 527 | 1.1859 | 0.2054 | 0.0313 | 0.2052 | 0.2054 |
| 0.8282 | 528.0 | 528 | 1.1821 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8264 | 529.0 | 529 | 1.1893 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8231 | 530.0 | 530 | 1.1948 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8263 | 531.0 | 531 | 1.1945 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.824 | 532.0 | 532 | 1.1924 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.824 | 533.0 | 533 | 1.1891 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8197 | 534.0 | 534 | 1.1891 | 0.1529 | 0.0413 | 0.1526 | 0.1529 |
| 0.8211 | 535.0 | 535 | 1.1920 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8173 | 536.0 | 536 | 1.1944 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8164 | 537.0 | 537 | 1.1937 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.817 | 538.0 | 538 | 1.1888 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8151 | 539.0 | 539 | 1.1889 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8177 | 540.0 | 540 | 1.1920 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8138 | 541.0 | 541 | 1.1931 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8107 | 542.0 | 542 | 1.1936 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8122 | 543.0 | 543 | 1.1925 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8081 | 544.0 | 544 | 1.1927 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8119 | 545.0 | 545 | 1.1942 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8108 | 546.0 | 546 | 1.1937 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8072 | 547.0 | 547 | 1.1920 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8063 | 548.0 | 548 | 1.1919 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8088 | 549.0 | 549 | 1.1932 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8042 | 550.0 | 550 | 1.1935 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8062 | 551.0 | 551 | 1.1950 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.803 | 552.0 | 552 | 1.1947 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8028 | 553.0 | 553 | 1.1964 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8017 | 554.0 | 554 | 1.1971 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8044 | 555.0 | 555 | 1.1975 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8003 | 556.0 | 556 | 1.1962 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.8028 | 557.0 | 557 | 1.1987 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7985 | 558.0 | 558 | 1.2031 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.799 | 559.0 | 559 | 1.2052 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7964 | 560.0 | 560 | 1.2032 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7973 | 561.0 | 561 | 1.2004 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7991 | 562.0 | 562 | 1.1993 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7939 | 563.0 | 563 | 1.1998 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7955 | 564.0 | 564 | 1.2006 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7933 | 565.0 | 565 | 1.2014 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7945 | 566.0 | 566 | 1.2022 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7923 | 567.0 | 567 | 1.2000 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7923 | 568.0 | 568 | 1.1998 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7921 | 569.0 | 569 | 1.2044 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7927 | 570.0 | 570 | 1.2121 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7926 | 571.0 | 571 | 1.2146 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.794 | 572.0 | 572 | 1.2090 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7936 | 573.0 | 573 | 1.2048 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7907 | 574.0 | 574 | 1.2026 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.791 | 575.0 | 575 | 1.2000 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7887 | 576.0 | 576 | 1.2002 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7868 | 577.0 | 577 | 1.2026 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7904 | 578.0 | 578 | 1.2049 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7907 | 579.0 | 579 | 1.2038 | 0.1462 | 0.0252 | 0.1455 | 0.1454 |
| 0.7908 | 580.0 | 580 | 1.2013 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7895 | 581.0 | 581 | 1.2028 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7868 | 582.0 | 582 | 1.2076 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7872 | 583.0 | 583 | 1.2099 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7865 | 584.0 | 584 | 1.2095 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7869 | 585.0 | 585 | 1.2083 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7867 | 586.0 | 586 | 1.2080 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7864 | 587.0 | 587 | 1.2101 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7833 | 588.0 | 588 | 1.2116 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7831 | 589.0 | 589 | 1.2115 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7849 | 590.0 | 590 | 1.2123 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7855 | 591.0 | 591 | 1.2128 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7858 | 592.0 | 592 | 1.2134 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7835 | 593.0 | 593 | 1.2114 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7857 | 594.0 | 594 | 1.2082 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7818 | 595.0 | 595 | 1.2083 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7827 | 596.0 | 596 | 1.2110 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7837 | 597.0 | 597 | 1.2136 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7833 | 598.0 | 598 | 1.2131 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7783 | 599.0 | 599 | 1.2103 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.781 | 600.0 | 600 | 1.2094 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7817 | 601.0 | 601 | 1.2102 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7842 | 602.0 | 602 | 1.2126 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7812 | 603.0 | 603 | 1.2139 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7789 | 604.0 | 604 | 1.2117 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7812 | 605.0 | 605 | 1.2107 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7817 | 606.0 | 606 | 1.2098 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7776 | 607.0 | 607 | 1.2105 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7828 | 608.0 | 608 | 1.2120 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7762 | 609.0 | 609 | 1.2133 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7811 | 610.0 | 610 | 1.2138 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7806 | 611.0 | 611 | 1.2128 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7787 | 612.0 | 612 | 1.2130 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7769 | 613.0 | 613 | 1.2135 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7781 | 614.0 | 614 | 1.2152 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7801 | 615.0 | 615 | 1.2167 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7781 | 616.0 | 616 | 1.2173 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7751 | 617.0 | 617 | 1.2173 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7795 | 618.0 | 618 | 1.2170 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7776 | 619.0 | 619 | 1.2170 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7758 | 620.0 | 620 | 1.2170 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7768 | 621.0 | 621 | 1.2183 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7788 | 622.0 | 622 | 1.2183 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7769 | 623.0 | 623 | 1.2179 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7752 | 624.0 | 624 | 1.2175 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7772 | 625.0 | 625 | 1.2173 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7784 | 626.0 | 626 | 1.2171 | 0.2313 | 0.0369 | 0.2312 | 0.2314 |
| 0.7765 | 627.0 | 627 | 1.2174 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7753 | 628.0 | 628 | 1.2178 | 0.2050 | 0.0313 | 0.2049 | 0.2051 |
| 0.7769 | 629.0 | 629 | 1.2177 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7744 | 630.0 | 630 | 1.2176 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7764 | 631.0 | 631 | 1.2171 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7769 | 632.0 | 632 | 1.2167 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7756 | 633.0 | 633 | 1.2163 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.775 | 634.0 | 634 | 1.2160 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7759 | 635.0 | 635 | 1.2157 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7775 | 636.0 | 636 | 1.2155 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7758 | 637.0 | 637 | 1.2153 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7782 | 638.0 | 638 | 1.2153 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7766 | 639.0 | 639 | 1.2152 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
| 0.7767 | 640.0 | 640 | 1.2152 | 0.2486 | 0.0388 | 0.2486 | 0.2487 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.5.1+cu124
- Datasets 3.3.1
- Tokenizers 0.21.0