flan-t5-rouge-squad-qg-test-09
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: 1.2762
- Rouge1: 0.1327
- Rouge2: 0.0
- Rougel: 0.1326
- Rougelsum: 0.1327
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: 0.9
- 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 | 67.7025 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 71.1168 | 2.0 | 2 | 115.7529 | 0.0 | 0.0 | 0.0 | 0.0 |
| 121.0384 | 3.0 | 3 | 695.1475 | 0.0 | 0.0 | 0.0 | 0.0 |
| 657.2283 | 4.0 | 4 | 399.7098 | 0.0 | 0.0 | 0.0 | 0.0 |
| 379.9301 | 5.0 | 5 | 210.1484 | 0.0 | 0.0 | 0.0 | 0.0 |
| 221.3088 | 6.0 | 6 | 89.5127 | 0.0 | 0.0 | 0.0 | 0.0 |
| 98.9781 | 7.0 | 7 | 151.1041 | 0.0 | 0.0 | 0.0 | 0.0 |
| 146.7279 | 8.0 | 8 | 155.9340 | 0.0 | 0.0 | 0.0 | 0.0 |
| 142.1144 | 9.0 | 9 | 40.1768 | 0.0 | 0.0 | 0.0 | 0.0 |
| 34.8965 | 10.0 | 10 | 180.1891 | 0.0 | 0.0 | 0.0 | 0.0 |
| 174.9345 | 11.0 | 11 | 118.0830 | 0.0232 | 0.0 | 0.0233 | 0.0232 |
| 115.8521 | 12.0 | 12 | 130.1188 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 136.2646 | 13.0 | 13 | 76.9089 | 0.0 | 0.0 | 0.0 | 0.0 |
| 97.0161 | 14.0 | 14 | 97.6932 | 0.0 | 0.0 | 0.0 | 0.0 |
| 105.6284 | 15.0 | 15 | 275.7242 | 0.0028 | 0.0 | 0.0028 | 0.0028 |
| 265.2445 | 16.0 | 16 | 393.3607 | 0.0 | 0.0 | 0.0 | 0.0 |
| 369.2875 | 17.0 | 17 | 301.5455 | 0.0 | 0.0 | 0.0 | 0.0 |
| 280.8746 | 18.0 | 18 | 104.8325 | 0.0 | 0.0 | 0.0 | 0.0 |
| 93.0681 | 19.0 | 19 | 89.1598 | 0.0 | 0.0 | 0.0 | 0.0 |
| 88.0272 | 20.0 | 20 | 79.5146 | 0.0 | 0.0 | 0.0 | 0.0 |
| 74.1359 | 21.0 | 21 | 171.2352 | 0.0 | 0.0 | 0.0 | 0.0 |
| 161.5183 | 22.0 | 22 | 149.0352 | 0.0 | 0.0 | 0.0 | 0.0 |
| 160.7558 | 23.0 | 23 | 101.8120 | 0.0 | 0.0 | 0.0 | 0.0 |
| 106.1476 | 24.0 | 24 | 58.8112 | 0.0 | 0.0 | 0.0 | 0.0 |
| 56.0982 | 25.0 | 25 | 58.4749 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 68.5289 | 26.0 | 26 | 53.5588 | 0.0 | 0.0 | 0.0 | 0.0 |
| 52.8235 | 27.0 | 27 | 107.1064 | 0.0 | 0.0 | 0.0 | 0.0 |
| 116.2639 | 28.0 | 28 | 105.7214 | 0.0007 | 0.0 | 0.0007 | 0.0007 |
| 120.2984 | 29.0 | 29 | 65.8637 | 0.0 | 0.0 | 0.0 | 0.0 |
| 89.9911 | 30.0 | 30 | 50.6358 | 0.0 | 0.0 | 0.0 | 0.0 |
| 50.3527 | 31.0 | 31 | 42.3025 | 0.0 | 0.0 | 0.0 | 0.0 |
| 52.872 | 32.0 | 32 | 42.8653 | 0.0 | 0.0 | 0.0 | 0.0 |
| 50.2743 | 33.0 | 33 | 49.0515 | 0.0 | 0.0 | 0.0 | 0.0 |
| 58.8689 | 34.0 | 34 | 53.5942 | 0.0 | 0.0 | 0.0 | 0.0 |
| 59.1278 | 35.0 | 35 | 51.6943 | 0.0 | 0.0 | 0.0 | 0.0 |
| 60.2449 | 36.0 | 36 | 53.2511 | 0.0 | 0.0 | 0.0 | 0.0 |
| 60.7122 | 37.0 | 37 | 54.3485 | 0.0 | 0.0 | 0.0 | 0.0 |
| 69.035 | 38.0 | 38 | 68.7670 | 0.0 | 0.0 | 0.0 | 0.0 |
| 91.4739 | 39.0 | 39 | 61.8712 | 0.0 | 0.0 | 0.0 | 0.0 |
| 66.6305 | 40.0 | 40 | 58.3201 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 86.4893 | 41.0 | 41 | 36.7935 | 0.0 | 0.0 | 0.0 | 0.0 |
| 68.259 | 42.0 | 42 | 40.2824 | 0.0 | 0.0 | 0.0 | 0.0 |
| 51.1951 | 43.0 | 43 | 38.3274 | 0.0 | 0.0 | 0.0 | 0.0 |
| 74.6317 | 44.0 | 44 | 43.3929 | 0.0 | 0.0 | 0.0 | 0.0 |
| 51.1906 | 45.0 | 45 | 107.4889 | 0.0 | 0.0 | 0.0 | 0.0 |
| 116.7207 | 46.0 | 46 | 115.6712 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 119.4679 | 47.0 | 47 | 39.0165 | 0.0 | 0.0 | 0.0 | 0.0 |
| 55.5871 | 48.0 | 48 | 46.4883 | 0.0 | 0.0 | 0.0 | 0.0 |
| 46.5343 | 49.0 | 49 | 36.8336 | 0.0066 | 0.0 | 0.0066 | 0.0066 |
| 53.1332 | 50.0 | 50 | 47.6387 | 0.0 | 0.0 | 0.0 | 0.0 |
| 64.9751 | 51.0 | 51 | 29.9109 | 0.0 | 0.0 | 0.0 | 0.0 |
| 42.4669 | 52.0 | 52 | 30.1997 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 48.7399 | 53.0 | 53 | 34.5037 | 0.0 | 0.0 | 0.0 | 0.0 |
| 37.7893 | 54.0 | 54 | 50.6063 | 0.0 | 0.0 | 0.0 | 0.0 |
| 58.545 | 55.0 | 55 | 94.9205 | 0.0 | 0.0 | 0.0 | 0.0 |
| 108.1217 | 56.0 | 56 | 45.5061 | 0.0 | 0.0 | 0.0 | 0.0 |
| 72.4792 | 57.0 | 57 | 97.2126 | 0.0009 | 0.0 | 0.0009 | 0.0009 |
| 99.8771 | 58.0 | 58 | 45.9195 | 0.0 | 0.0 | 0.0 | 0.0 |
| 62.4185 | 59.0 | 59 | 54.0367 | 0.0 | 0.0 | 0.0 | 0.0 |
| 81.51 | 60.0 | 60 | 27.3582 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36.4067 | 61.0 | 61 | 58.4180 | 0.0 | 0.0 | 0.0 | 0.0 |
| 65.1184 | 62.0 | 62 | 38.0517 | 0.0 | 0.0 | 0.0 | 0.0 |
| 38.2205 | 63.0 | 63 | 33.7238 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 65.5986 | 64.0 | 64 | 47.9855 | 0.0 | 0.0 | 0.0 | 0.0 |
| 67.897 | 65.0 | 65 | 30.7858 | 0.0 | 0.0 | 0.0 | 0.0 |
| 41.0625 | 66.0 | 66 | 39.6287 | 0.0 | 0.0 | 0.0 | 0.0 |
| 41.6861 | 67.0 | 67 | 32.6910 | 0.0 | 0.0 | 0.0 | 0.0 |
| 35.9517 | 68.0 | 68 | 79.1687 | 0.0 | 0.0 | 0.0 | 0.0 |
| 103.2654 | 69.0 | 69 | 98.6265 | 0.0 | 0.0 | 0.0 | 0.0 |
| 108.0973 | 70.0 | 70 | 137.3191 | 0.0008 | 0.0 | 0.0008 | 0.0008 |
| 131.9681 | 71.0 | 71 | 140.1569 | 0.0029 | 0.0 | 0.0028 | 0.0029 |
| 142.7885 | 72.0 | 72 | 80.2447 | 0.0 | 0.0 | 0.0 | 0.0 |
| 91.2371 | 73.0 | 73 | 38.4419 | 0.0 | 0.0 | 0.0 | 0.0 |
| 47.8497 | 74.0 | 74 | 77.5846 | 0.0 | 0.0 | 0.0 | 0.0 |
| 94.8531 | 75.0 | 75 | 28.9754 | 0.0 | 0.0 | 0.0 | 0.0 |
| 54.4023 | 76.0 | 76 | 39.8744 | 0.0029 | 0.0 | 0.0028 | 0.0029 |
| 50.8226 | 77.0 | 77 | 41.8115 | 0.0 | 0.0 | 0.0 | 0.0 |
| 43.8818 | 78.0 | 78 | 35.3806 | 0.0 | 0.0 | 0.0 | 0.0 |
| 38.7161 | 79.0 | 79 | 35.7801 | 0.0 | 0.0 | 0.0 | 0.0 |
| 46.358 | 80.0 | 80 | 31.2952 | 0.0113 | 0.0 | 0.0113 | 0.0114 |
| 48.9928 | 81.0 | 81 | 18.7286 | 0.0 | 0.0 | 0.0 | 0.0 |
| 27.9185 | 82.0 | 82 | 24.1742 | 0.0 | 0.0 | 0.0 | 0.0 |
| 30.9969 | 83.0 | 83 | 23.9828 | 0.0 | 0.0 | 0.0 | 0.0 |
| 42.0196 | 84.0 | 84 | 27.5127 | 0.0 | 0.0 | 0.0 | 0.0 |
| 31.4084 | 85.0 | 85 | 27.1617 | 0.0083 | 0.0 | 0.0082 | 0.0082 |
| 36.5157 | 86.0 | 86 | 27.7420 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 46.7745 | 87.0 | 87 | 25.0031 | 0.0 | 0.0 | 0.0 | 0.0 |
| 34.5241 | 88.0 | 88 | 24.6314 | 0.0 | 0.0 | 0.0 | 0.0 |
| 30.0029 | 89.0 | 89 | 21.6229 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.2166 | 90.0 | 90 | 24.1427 | 0.0 | 0.0 | 0.0 | 0.0 |
| 29.6401 | 91.0 | 91 | 51.8332 | 0.0 | 0.0 | 0.0 | 0.0 |
| 54.4644 | 92.0 | 92 | 34.3747 | 0.0 | 0.0 | 0.0 | 0.0 |
| 43.8098 | 93.0 | 93 | 62.7426 | 0.0 | 0.0 | 0.0 | 0.0 |
| 63.6061 | 94.0 | 94 | 31.9385 | 0.0216 | 0.0 | 0.0216 | 0.0216 |
| 40.7439 | 95.0 | 95 | 19.8422 | 0.0 | 0.0 | 0.0 | 0.0 |
| 26.269 | 96.0 | 96 | 47.3574 | 0.0012 | 0.0 | 0.0012 | 0.0013 |
| 47.1914 | 97.0 | 97 | 26.7888 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36.5078 | 98.0 | 98 | 27.4832 | 0.0 | 0.0 | 0.0 | 0.0 |
| 31.9614 | 99.0 | 99 | 19.9428 | 0.0 | 0.0 | 0.0 | 0.0 |
| 29.0332 | 100.0 | 100 | 16.0533 | 0.0 | 0.0 | 0.0 | 0.0 |
| 25.8261 | 101.0 | 101 | 22.3750 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 38.0836 | 102.0 | 102 | 20.5456 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.0062 | 103.0 | 103 | 27.4585 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.1656 | 104.0 | 104 | 21.3435 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.9656 | 105.0 | 105 | 18.8870 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 23.4698 | 106.0 | 106 | 14.9895 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.89 | 107.0 | 107 | 25.0810 | 0.0 | 0.0 | 0.0 | 0.0 |
| 35.4021 | 108.0 | 108 | 15.6944 | 0.0007 | 0.0 | 0.0007 | 0.0007 |
| 25.4825 | 109.0 | 109 | 31.3995 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 30.4104 | 110.0 | 110 | 16.7817 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.9472 | 111.0 | 111 | 15.5364 | 0.0005 | 0.0 | 0.0005 | 0.0005 |
| 22.6025 | 112.0 | 112 | 15.4493 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.7792 | 113.0 | 113 | 18.3739 | 0.0028 | 0.0 | 0.0028 | 0.0028 |
| 19.6131 | 114.0 | 114 | 14.6811 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.2366 | 115.0 | 115 | 13.2431 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.623 | 116.0 | 116 | 10.8878 | 0.0006 | 0.0 | 0.0006 | 0.0006 |
| 14.8108 | 117.0 | 117 | 11.0351 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 14.1805 | 118.0 | 118 | 11.7505 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.3114 | 119.0 | 119 | 9.9570 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.0644 | 120.0 | 120 | 14.0873 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.1536 | 121.0 | 121 | 15.3902 | 0.0084 | 0.0 | 0.0085 | 0.0085 |
| 16.8382 | 122.0 | 122 | 12.2592 | 0.0097 | 0.0 | 0.0097 | 0.0097 |
| 16.6984 | 123.0 | 123 | 14.5642 | 0.0034 | 0.0 | 0.0033 | 0.0034 |
| 17.8663 | 124.0 | 124 | 17.5055 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.2848 | 125.0 | 125 | 16.6153 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.5325 | 126.0 | 126 | 10.9258 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 16.2412 | 127.0 | 127 | 10.3716 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.1561 | 128.0 | 128 | 12.1798 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.6361 | 129.0 | 129 | 12.2334 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.3257 | 130.0 | 130 | 28.5992 | 0.0 | 0.0 | 0.0 | 0.0 |
| 26.1006 | 131.0 | 131 | 120.3494 | 0.0017 | 0.0 | 0.0017 | 0.0017 |
| 87.6381 | 132.0 | 132 | 53.0094 | 0.0009 | 0.0 | 0.0009 | 0.0009 |
| 39.5683 | 133.0 | 133 | 18.1287 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.1635 | 134.0 | 134 | 21.3574 | 0.0038 | 0.0 | 0.0038 | 0.0037 |
| 23.4735 | 135.0 | 135 | 19.1145 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.386 | 136.0 | 136 | 15.4002 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.738 | 137.0 | 137 | 17.7927 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 20.3959 | 138.0 | 138 | 15.6402 | 0.0157 | 0.0 | 0.0157 | 0.0156 |
| 18.4935 | 139.0 | 139 | 14.6396 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.638 | 140.0 | 140 | 12.5414 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.2495 | 141.0 | 141 | 23.4850 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.3342 | 142.0 | 142 | 21.1572 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.646 | 143.0 | 143 | 12.4258 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.6225 | 144.0 | 144 | 14.3072 | 0.0012 | 0.0 | 0.0012 | 0.0012 |
| 20.9778 | 145.0 | 145 | 14.2267 | 0.0232 | 0.0 | 0.0233 | 0.0232 |
| 20.3104 | 146.0 | 146 | 12.9101 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.5247 | 147.0 | 147 | 12.3464 | 0.0082 | 0.0 | 0.0083 | 0.0082 |
| 15.2695 | 148.0 | 148 | 12.1029 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.865 | 149.0 | 149 | 14.1508 | 0.0005 | 0.0 | 0.0005 | 0.0005 |
| 16.8404 | 150.0 | 150 | 13.4443 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.8936 | 151.0 | 151 | 10.5064 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.1287 | 152.0 | 152 | 12.0879 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.2255 | 153.0 | 153 | 10.6951 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.619 | 154.0 | 154 | 9.2706 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.4358 | 155.0 | 155 | 11.1259 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.3467 | 156.0 | 156 | 10.6478 | 0.0097 | 0.0 | 0.0097 | 0.0097 |
| 13.2987 | 157.0 | 157 | 10.4630 | 0.0162 | 0.0 | 0.0162 | 0.0162 |
| 12.1582 | 158.0 | 158 | 7.3715 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.958 | 159.0 | 159 | 19.8355 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.5491 | 160.0 | 160 | 17.2172 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.1088 | 161.0 | 161 | 26.9034 | 0.0216 | 0.0 | 0.0216 | 0.0216 |
| 19.3189 | 162.0 | 162 | 13.9585 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.787 | 163.0 | 163 | 13.8616 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.0315 | 164.0 | 164 | 13.5581 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.4019 | 165.0 | 165 | 11.3825 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.1297 | 166.0 | 166 | 10.8271 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.5968 | 167.0 | 167 | 10.6753 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.8696 | 168.0 | 168 | 13.2857 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.7227 | 169.0 | 169 | 13.0089 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.1359 | 170.0 | 170 | 11.4587 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.4743 | 171.0 | 171 | 11.2136 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.5893 | 172.0 | 172 | 10.7314 | 0.0034 | 0.0 | 0.0033 | 0.0034 |
| 13.4656 | 173.0 | 173 | 9.2619 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.5327 | 174.0 | 174 | 10.3582 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.8498 | 175.0 | 175 | 8.3621 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.4355 | 176.0 | 176 | 6.4258 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.4138 | 177.0 | 177 | 6.8361 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.2556 | 178.0 | 178 | 9.1977 | 0.0014 | 0.0 | 0.0014 | 0.0013 |
| 10.827 | 179.0 | 179 | 8.0325 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.8845 | 180.0 | 180 | 5.9604 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.9876 | 181.0 | 181 | 8.3206 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.4248 | 182.0 | 182 | 6.9428 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.0506 | 183.0 | 183 | 7.5677 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.4178 | 184.0 | 184 | 7.4374 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.0358 | 185.0 | 185 | 10.5184 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.133 | 186.0 | 186 | 9.9359 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.8886 | 187.0 | 187 | 7.1988 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.9969 | 188.0 | 188 | 7.2979 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.0015 | 189.0 | 189 | 7.4643 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.3562 | 190.0 | 190 | 7.1108 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.9194 | 191.0 | 191 | 7.0316 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.459 | 192.0 | 192 | 7.5848 | 0.0012 | 0.0 | 0.0012 | 0.0013 |
| 9.8593 | 193.0 | 193 | 10.4175 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.2623 | 194.0 | 194 | 12.4496 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 13.2261 | 195.0 | 195 | 9.5969 | 0.0048 | 0.0 | 0.0049 | 0.0050 |
| 11.8849 | 196.0 | 196 | 11.0129 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.2715 | 197.0 | 197 | 11.4081 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 12.9415 | 198.0 | 198 | 10.6395 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.1542 | 199.0 | 199 | 9.4777 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.6681 | 200.0 | 200 | 8.8344 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.9378 | 201.0 | 201 | 9.7790 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.0215 | 202.0 | 202 | 10.2615 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 13.4042 | 203.0 | 203 | 10.4747 | 0.0006 | 0.0 | 0.0006 | 0.0006 |
| 12.1295 | 204.0 | 204 | 9.6106 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.48 | 205.0 | 205 | 8.5029 | 0.0011 | 0.0 | 0.0011 | 0.0011 |
| 11.169 | 206.0 | 206 | 6.8395 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.92 | 207.0 | 207 | 8.5217 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.2752 | 208.0 | 208 | 7.0185 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.1068 | 209.0 | 209 | 5.6089 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.2449 | 210.0 | 210 | 5.5415 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.2263 | 211.0 | 211 | 6.0424 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.1784 | 212.0 | 212 | 11.3897 | 0.0232 | 0.0 | 0.0233 | 0.0232 |
| 12.4695 | 213.0 | 213 | 6.7924 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.6543 | 214.0 | 214 | 5.7119 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 8.4196 | 215.0 | 215 | 6.9150 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.3847 | 216.0 | 216 | 6.1607 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.1511 | 217.0 | 217 | 5.6725 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 8.0494 | 218.0 | 218 | 6.9799 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.531 | 219.0 | 219 | 6.4801 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.2639 | 220.0 | 220 | 4.9783 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.8961 | 221.0 | 221 | 7.0261 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.3229 | 222.0 | 222 | 6.4031 | 0.0821 | 0.0 | 0.0820 | 0.0821 |
| 8.0244 | 223.0 | 223 | 5.8718 | 0.0028 | 0.0 | 0.0028 | 0.0028 |
| 8.0703 | 224.0 | 224 | 5.4096 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.3254 | 225.0 | 225 | 4.0920 | 0.0288 | 0.0 | 0.0287 | 0.0286 |
| 5.6147 | 226.0 | 226 | 4.7411 | 0.0111 | 0.0 | 0.0111 | 0.0112 |
| 5.8901 | 227.0 | 227 | 7.4809 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.6436 | 228.0 | 228 | 6.5710 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.7705 | 229.0 | 229 | 8.2618 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.4856 | 230.0 | 230 | 8.3683 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.754 | 231.0 | 231 | 8.5056 | 0.0017 | 0.0 | 0.0016 | 0.0017 |
| 9.0379 | 232.0 | 232 | 8.6606 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.9649 | 233.0 | 233 | 8.6159 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.3371 | 234.0 | 234 | 7.7663 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.1229 | 235.0 | 235 | 8.4039 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.0089 | 236.0 | 236 | 6.6909 | 0.0034 | 0.0 | 0.0035 | 0.0034 |
| 8.7062 | 237.0 | 237 | 6.3279 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 7.7908 | 238.0 | 238 | 7.7299 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.8125 | 239.0 | 239 | 6.6531 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.8551 | 240.0 | 240 | 6.6163 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.0925 | 241.0 | 241 | 5.4943 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.0879 | 242.0 | 242 | 7.1476 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.9641 | 243.0 | 243 | 7.8778 | 0.0747 | 0.0 | 0.0748 | 0.0752 |
| 8.891 | 244.0 | 244 | 7.3919 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.2762 | 245.0 | 245 | 8.8088 | 0.0004 | 0.0 | 0.0004 | 0.0004 |
| 9.4497 | 246.0 | 246 | 6.8241 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.2113 | 247.0 | 247 | 7.0310 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 8.3159 | 248.0 | 248 | 10.1567 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.8462 | 249.0 | 249 | 7.6894 | 0.0028 | 0.0 | 0.0027 | 0.0029 |
| 9.7138 | 250.0 | 250 | 6.8211 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.3992 | 251.0 | 251 | 6.0867 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.2865 | 252.0 | 252 | 5.9102 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.2338 | 253.0 | 253 | 6.0626 | 0.0030 | 0.0 | 0.0030 | 0.0030 |
| 6.9662 | 254.0 | 254 | 5.1064 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.5203 | 255.0 | 255 | 5.9136 | 0.0012 | 0.0 | 0.0012 | 0.0013 |
| 7.2268 | 256.0 | 256 | 6.4754 | 0.0037 | 0.0 | 0.0036 | 0.0035 |
| 7.2786 | 257.0 | 257 | 6.2073 | 0.0006 | 0.0 | 0.0006 | 0.0006 |
| 6.9402 | 258.0 | 258 | 6.0468 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.7397 | 259.0 | 259 | 5.8230 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.1637 | 260.0 | 260 | 5.8824 | 0.0034 | 0.0 | 0.0035 | 0.0034 |
| 6.4167 | 261.0 | 261 | 11.8232 | 0.0029 | 0.0 | 0.0028 | 0.0029 |
| 16.4993 | 262.0 | 262 | 7.5245 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.0567 | 263.0 | 263 | 5.7219 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.7044 | 264.0 | 264 | 5.6373 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.4457 | 265.0 | 265 | 5.0552 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 6.8635 | 266.0 | 266 | 4.8506 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.4182 | 267.0 | 267 | 6.2621 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 7.402 | 268.0 | 268 | 5.6163 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.729 | 269.0 | 269 | 6.2633 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 7.6012 | 270.0 | 270 | 9.8361 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.7974 | 271.0 | 271 | 8.7596 | 0.0112 | 0.0 | 0.0114 | 0.0113 |
| 9.0925 | 272.0 | 272 | 6.7753 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.0859 | 273.0 | 273 | 6.0449 | 0.0038 | 0.0 | 0.0038 | 0.0038 |
| 7.0145 | 274.0 | 274 | 5.9212 | 0.0038 | 0.0 | 0.0038 | 0.0038 |
| 7.2242 | 275.0 | 275 | 4.6304 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.2482 | 276.0 | 276 | 4.6316 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.8515 | 277.0 | 277 | 5.4439 | 0.0171 | 0.0 | 0.0171 | 0.0172 |
| 6.2327 | 278.0 | 278 | 5.1554 | 0.0028 | 0.0 | 0.0027 | 0.0029 |
| 6.0869 | 279.0 | 279 | 4.9433 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.8778 | 280.0 | 280 | 4.8527 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.1948 | 281.0 | 281 | 5.3513 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.9329 | 282.0 | 282 | 5.0112 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.7898 | 283.0 | 283 | 5.0615 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.4769 | 284.0 | 284 | 4.6411 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1926 | 285.0 | 285 | 5.5254 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 6.5966 | 286.0 | 286 | 4.9241 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.0163 | 287.0 | 287 | 6.6117 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.0257 | 288.0 | 288 | 6.5171 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.0076 | 289.0 | 289 | 5.7920 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.9885 | 290.0 | 290 | 5.4697 | 0.0819 | 0.0 | 0.0813 | 0.0812 |
| 6.4325 | 291.0 | 291 | 4.9449 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.5032 | 292.0 | 292 | 4.4427 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 5.2608 | 293.0 | 293 | 4.5820 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.5319 | 294.0 | 294 | 6.2544 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.7519 | 295.0 | 295 | 6.4093 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.3363 | 296.0 | 296 | 4.3406 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0228 | 297.0 | 297 | 3.9634 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8346 | 298.0 | 298 | 5.2901 | 0.0014 | 0.0 | 0.0014 | 0.0014 |
| 5.4086 | 299.0 | 299 | 5.1316 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.7377 | 300.0 | 300 | 4.2814 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.3362 | 301.0 | 301 | 4.5836 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0781 | 302.0 | 302 | 5.0683 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.7703 | 303.0 | 303 | 4.2152 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0872 | 304.0 | 304 | 6.1375 | 0.0084 | 0.0 | 0.0085 | 0.0085 |
| 6.0715 | 305.0 | 305 | 4.6459 | 0.0007 | 0.0 | 0.0007 | 0.0007 |
| 5.1309 | 306.0 | 306 | 3.6677 | 0.0088 | 0.0 | 0.0090 | 0.0089 |
| 4.2936 | 307.0 | 307 | 3.9958 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3308 | 308.0 | 308 | 4.6823 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.9569 | 309.0 | 309 | 5.7272 | 0.0029 | 0.0 | 0.0028 | 0.0029 |
| 6.5864 | 310.0 | 310 | 4.6010 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.7697 | 311.0 | 311 | 4.9356 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.0044 | 312.0 | 312 | 4.7105 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1215 | 313.0 | 313 | 5.3439 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.5846 | 314.0 | 314 | 4.4056 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 5.0645 | 315.0 | 315 | 4.0961 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.326 | 316.0 | 316 | 4.6181 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8194 | 317.0 | 317 | 5.4983 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.2022 | 318.0 | 318 | 5.2714 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.9226 | 319.0 | 319 | 5.0662 | 0.0036 | 0.0 | 0.0036 | 0.0037 |
| 6.1365 | 320.0 | 320 | 4.7560 | 0.0012 | 0.0 | 0.0012 | 0.0013 |
| 5.5426 | 321.0 | 321 | 3.7427 | 0.0079 | 0.0 | 0.0079 | 0.0079 |
| 4.0179 | 322.0 | 322 | 4.8238 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 5.5146 | 323.0 | 323 | 3.9643 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6089 | 324.0 | 324 | 4.1877 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.3537 | 325.0 | 325 | 3.9131 | 0.0821 | 0.0 | 0.0820 | 0.0821 |
| 4.3265 | 326.0 | 326 | 4.4987 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8836 | 327.0 | 327 | 4.6125 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.5367 | 328.0 | 328 | 4.3292 | 0.0004 | 0.0 | 0.0004 | 0.0004 |
| 6.8403 | 329.0 | 329 | 3.6017 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0025 | 330.0 | 330 | 4.5533 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.4885 | 331.0 | 331 | 5.1228 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.1511 | 332.0 | 332 | 5.0389 | 0.0230 | 0.0 | 0.0231 | 0.0230 |
| 6.235 | 333.0 | 333 | 5.2046 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.9215 | 334.0 | 334 | 4.5672 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.8017 | 335.0 | 335 | 4.2996 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1153 | 336.0 | 336 | 4.0924 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 4.4575 | 337.0 | 337 | 5.2763 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2782 | 338.0 | 338 | 4.2813 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.5426 | 339.0 | 339 | 4.1655 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 5.1241 | 340.0 | 340 | 3.7064 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8739 | 341.0 | 341 | 4.0988 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1682 | 342.0 | 342 | 3.6991 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.5998 | 343.0 | 343 | 4.2315 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6879 | 344.0 | 344 | 3.2700 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1552 | 345.0 | 345 | 3.7036 | 0.0084 | 0.0 | 0.0085 | 0.0085 |
| 4.7609 | 346.0 | 346 | 3.8260 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.4602 | 347.0 | 347 | 3.6144 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 4.5104 | 348.0 | 348 | 4.1829 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.9382 | 349.0 | 349 | 3.2528 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2956 | 350.0 | 350 | 3.4802 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8903 | 351.0 | 351 | 3.5081 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 4.1118 | 352.0 | 352 | 3.7583 | 0.0084 | 0.0 | 0.0085 | 0.0085 |
| 3.953 | 353.0 | 353 | 3.1603 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8559 | 354.0 | 354 | 3.2152 | 0.0005 | 0.0 | 0.0005 | 0.0005 |
| 4.8379 | 355.0 | 355 | 2.7898 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.452 | 356.0 | 356 | 3.9357 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.91 | 357.0 | 357 | 3.9692 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2293 | 358.0 | 358 | 2.9846 | 0.0302 | 0.0 | 0.0302 | 0.0301 |
| 3.4985 | 359.0 | 359 | 2.7492 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2211 | 360.0 | 360 | 3.1645 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4079 | 361.0 | 361 | 3.2523 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8284 | 362.0 | 362 | 2.8407 | 0.0821 | 0.0 | 0.0820 | 0.0821 |
| 3.6832 | 363.0 | 363 | 2.9686 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7212 | 364.0 | 364 | 3.5823 | 0.0034 | 0.0 | 0.0033 | 0.0034 |
| 4.1668 | 365.0 | 365 | 3.5631 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 3.9477 | 366.0 | 366 | 3.0220 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6419 | 367.0 | 367 | 3.0062 | 0.0083 | 0.0 | 0.0082 | 0.0082 |
| 3.6032 | 368.0 | 368 | 3.0112 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8325 | 369.0 | 369 | 3.1014 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9331 | 370.0 | 370 | 2.8641 | 0.0017 | 0.0 | 0.0017 | 0.0017 |
| 3.4056 | 371.0 | 371 | 3.0055 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7334 | 372.0 | 372 | 2.8345 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 3.6293 | 373.0 | 373 | 2.5569 | 0.1241 | 0.0 | 0.1240 | 0.1241 |
| 2.9883 | 374.0 | 374 | 4.6460 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8928 | 375.0 | 375 | 4.8781 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.9293 | 376.0 | 376 | 4.0436 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0059 | 377.0 | 377 | 3.6403 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5741 | 378.0 | 378 | 2.8044 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5276 | 379.0 | 379 | 3.2669 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8375 | 380.0 | 380 | 3.6510 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.123 | 381.0 | 381 | 3.8786 | 0.0058 | 0.0 | 0.0058 | 0.0058 |
| 3.9967 | 382.0 | 382 | 3.6079 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.463 | 383.0 | 383 | 3.8823 | 0.0097 | 0.0 | 0.0097 | 0.0097 |
| 5.0569 | 384.0 | 384 | 8.7038 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.1001 | 385.0 | 385 | 7.3481 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.7746 | 386.0 | 386 | 5.0449 | 0.0113 | 0.0 | 0.0113 | 0.0114 |
| 8.111 | 387.0 | 387 | 5.0011 | 0.0113 | 0.0 | 0.0113 | 0.0114 |
| 7.5633 | 388.0 | 388 | 3.9415 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.3179 | 389.0 | 389 | 4.0354 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2528 | 390.0 | 390 | 2.9934 | 0.0023 | 0.0 | 0.0023 | 0.0023 |
| 3.8751 | 391.0 | 391 | 2.6464 | 0.0008 | 0.0 | 0.0008 | 0.0008 |
| 3.2726 | 392.0 | 392 | 2.9407 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9392 | 393.0 | 393 | 2.8067 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 3.455 | 394.0 | 394 | 2.8695 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 3.075 | 395.0 | 395 | 2.8968 | 0.0216 | 0.0 | 0.0216 | 0.0216 |
| 3.1917 | 396.0 | 396 | 2.7628 | 0.0028 | 0.0 | 0.0028 | 0.0028 |
| 3.6171 | 397.0 | 397 | 2.8374 | 0.0232 | 0.0 | 0.0233 | 0.0232 |
| 3.1589 | 398.0 | 398 | 2.9423 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3464 | 399.0 | 399 | 3.1087 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4723 | 400.0 | 400 | 3.1349 | 0.0034 | 0.0 | 0.0033 | 0.0034 |
| 3.2305 | 401.0 | 401 | 2.5734 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6148 | 402.0 | 402 | 2.6175 | 0.0030 | 0.0 | 0.0030 | 0.0030 |
| 3.1088 | 403.0 | 403 | 2.4435 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 2.7939 | 404.0 | 404 | 2.5145 | 0.0084 | 0.0 | 0.0085 | 0.0085 |
| 2.5324 | 405.0 | 405 | 2.1597 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2025 | 406.0 | 406 | 2.4172 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 3.2962 | 407.0 | 407 | 2.8384 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0974 | 408.0 | 408 | 2.5325 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3173 | 409.0 | 409 | 2.4865 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8895 | 410.0 | 410 | 2.2297 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3233 | 411.0 | 411 | 2.3920 | 0.0012 | 0.0 | 0.0012 | 0.0013 |
| 2.7209 | 412.0 | 412 | 1.9926 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.5414 | 413.0 | 413 | 2.5418 | 0.0162 | 0.0 | 0.0162 | 0.0162 |
| 2.7461 | 414.0 | 414 | 2.9978 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7109 | 415.0 | 415 | 2.6932 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8599 | 416.0 | 416 | 2.3513 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8315 | 417.0 | 417 | 2.2644 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7289 | 418.0 | 418 | 2.2128 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4213 | 419.0 | 419 | 3.1723 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4553 | 420.0 | 420 | 2.8581 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0086 | 421.0 | 421 | 2.4549 | 0.0010 | 0.0 | 0.0010 | 0.0010 |
| 2.4372 | 422.0 | 422 | 2.1765 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2207 | 423.0 | 423 | 2.8989 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3924 | 424.0 | 424 | 2.3633 | 0.0216 | 0.0 | 0.0216 | 0.0216 |
| 3.0365 | 425.0 | 425 | 2.3478 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8498 | 426.0 | 426 | 2.7589 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2103 | 427.0 | 427 | 2.6986 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6548 | 428.0 | 428 | 2.3181 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3672 | 429.0 | 429 | 2.4170 | 0.0113 | 0.0 | 0.0113 | 0.0114 |
| 3.2816 | 430.0 | 430 | 2.2795 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 3.0313 | 431.0 | 431 | 2.2761 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.3504 | 432.0 | 432 | 2.9040 | 0.0012 | 0.0 | 0.0012 | 0.0013 |
| 2.6147 | 433.0 | 433 | 3.0812 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9537 | 434.0 | 434 | 3.0800 | 0.0008 | 0.0 | 0.0008 | 0.0008 |
| 3.1224 | 435.0 | 435 | 2.7033 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8076 | 436.0 | 436 | 2.3044 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.625 | 437.0 | 437 | 2.1881 | 0.0028 | 0.0 | 0.0028 | 0.0028 |
| 2.7949 | 438.0 | 438 | 1.9067 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.2672 | 439.0 | 439 | 2.1447 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2789 | 440.0 | 440 | 1.9952 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0363 | 441.0 | 441 | 1.7540 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8356 | 442.0 | 442 | 2.4209 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9945 | 443.0 | 443 | 2.3622 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8482 | 444.0 | 444 | 2.0381 | 0.0029 | 0.0 | 0.0028 | 0.0029 |
| 2.1359 | 445.0 | 445 | 2.0760 | 0.0066 | 0.0 | 0.0066 | 0.0066 |
| 2.1746 | 446.0 | 446 | 2.1591 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.39 | 447.0 | 447 | 2.0455 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1082 | 448.0 | 448 | 2.1714 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3056 | 449.0 | 449 | 5.0111 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.1965 | 450.0 | 450 | 4.0761 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.039 | 451.0 | 451 | 2.3095 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7574 | 452.0 | 452 | 2.2465 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7785 | 453.0 | 453 | 2.3234 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4839 | 454.0 | 454 | 2.9570 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1861 | 455.0 | 455 | 2.9902 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0825 | 456.0 | 456 | 2.7074 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7263 | 457.0 | 457 | 2.6935 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6862 | 458.0 | 458 | 2.4076 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3568 | 459.0 | 459 | 2.2479 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2729 | 460.0 | 460 | 2.5298 | 0.0232 | 0.0 | 0.0233 | 0.0232 |
| 2.8419 | 461.0 | 461 | 2.2864 | 0.0113 | 0.0 | 0.0113 | 0.0114 |
| 2.4921 | 462.0 | 462 | 2.1264 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 2.1365 | 463.0 | 463 | 2.3111 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 2.2324 | 464.0 | 464 | 2.1978 | 0.0689 | 0.0052 | 0.0692 | 0.0692 |
| 2.2453 | 465.0 | 465 | 2.0076 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0608 | 466.0 | 466 | 1.8475 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8261 | 467.0 | 467 | 1.6912 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7698 | 468.0 | 468 | 1.6762 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8656 | 469.0 | 469 | 1.7709 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8658 | 470.0 | 470 | 1.6818 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6158 | 471.0 | 471 | 1.9193 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0824 | 472.0 | 472 | 1.8881 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3605 | 473.0 | 473 | 1.6624 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1619 | 474.0 | 474 | 1.4960 | 0.0661 | 0.0 | 0.0663 | 0.0662 |
| 1.7137 | 475.0 | 475 | 2.1482 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2645 | 476.0 | 476 | 3.5818 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.5371 | 477.0 | 477 | 3.0720 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4794 | 478.0 | 478 | 2.7050 | 0.0586 | 0.0 | 0.0579 | 0.0579 |
| 2.6247 | 479.0 | 479 | 3.1334 | 0.0162 | 0.0 | 0.0162 | 0.0162 |
| 3.1551 | 480.0 | 480 | 2.3447 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2602 | 481.0 | 481 | 2.3224 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1962 | 482.0 | 482 | 2.2850 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4856 | 483.0 | 483 | 2.0168 | 0.0162 | 0.0 | 0.0162 | 0.0162 |
| 2.3317 | 484.0 | 484 | 1.8611 | 0.1258 | 0.0 | 0.1258 | 0.1258 |
| 2.0366 | 485.0 | 485 | 2.2871 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1686 | 486.0 | 486 | 2.3451 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.0389 | 487.0 | 487 | 2.0809 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.871 | 488.0 | 488 | 3.1074 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8837 | 489.0 | 489 | 2.7983 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0577 | 490.0 | 490 | 1.9997 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 2.246 | 491.0 | 491 | 2.0486 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 2.0881 | 492.0 | 492 | 2.1321 | 0.0597 | 0.0 | 0.0597 | 0.0597 |
| 2.2572 | 493.0 | 493 | 2.0316 | 0.0216 | 0.0 | 0.0216 | 0.0216 |
| 1.9473 | 494.0 | 494 | 2.1557 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1004 | 495.0 | 495 | 1.9728 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.86 | 496.0 | 496 | 2.0148 | 0.0004 | 0.0 | 0.0004 | 0.0004 |
| 2.1659 | 497.0 | 497 | 1.8633 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0301 | 498.0 | 498 | 1.7968 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7438 | 499.0 | 499 | 2.0318 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9207 | 500.0 | 500 | 1.9499 | 0.1188 | 0.0 | 0.1165 | 0.1187 |
| 1.8435 | 501.0 | 501 | 1.8438 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.7408 | 502.0 | 502 | 1.6147 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6222 | 503.0 | 503 | 1.5253 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6294 | 504.0 | 504 | 1.5520 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 1.6334 | 505.0 | 505 | 1.4441 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.4827 | 506.0 | 506 | 1.4120 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4838 | 507.0 | 507 | 1.5355 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5184 | 508.0 | 508 | 1.5745 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.482 | 509.0 | 509 | 1.4835 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4131 | 510.0 | 510 | 1.3750 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 1.4555 | 511.0 | 511 | 1.4352 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4481 | 512.0 | 512 | 1.4220 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4378 | 513.0 | 513 | 1.4308 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4284 | 514.0 | 514 | 1.7352 | 0.0066 | 0.0 | 0.0066 | 0.0066 |
| 1.8961 | 515.0 | 515 | 1.5424 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5567 | 516.0 | 516 | 1.5653 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4994 | 517.0 | 517 | 1.5362 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5716 | 518.0 | 518 | 1.4708 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5751 | 519.0 | 519 | 1.4016 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4924 | 520.0 | 520 | 1.6008 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4637 | 521.0 | 521 | 1.6638 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4651 | 522.0 | 522 | 1.4356 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3518 | 523.0 | 523 | 1.3654 | 0.0028 | 0.0 | 0.0027 | 0.0029 |
| 1.4765 | 524.0 | 524 | 1.3160 | 0.0579 | 0.0 | 0.0579 | 0.0579 |
| 1.4759 | 525.0 | 525 | 1.5279 | 0.0061 | 0.0 | 0.0061 | 0.0062 |
| 1.5543 | 526.0 | 526 | 1.6023 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5326 | 527.0 | 527 | 1.7992 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.818 | 528.0 | 528 | 1.6547 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6136 | 529.0 | 529 | 1.4866 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5146 | 530.0 | 530 | 1.3928 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4355 | 531.0 | 531 | 1.4760 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.488 | 532.0 | 532 | 1.5481 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5881 | 533.0 | 533 | 1.5234 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4918 | 534.0 | 534 | 1.4997 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4417 | 535.0 | 535 | 1.5819 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4983 | 536.0 | 536 | 1.5823 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5052 | 537.0 | 537 | 1.5494 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4903 | 538.0 | 538 | 1.4987 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4045 | 539.0 | 539 | 1.3960 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3312 | 540.0 | 540 | 1.4226 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4863 | 541.0 | 541 | 1.3492 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4359 | 542.0 | 542 | 1.3852 | 0.0162 | 0.0 | 0.0162 | 0.0162 |
| 1.3918 | 543.0 | 543 | 1.4970 | 0.0533 | 0.0 | 0.0534 | 0.0536 |
| 1.4796 | 544.0 | 544 | 1.4693 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3841 | 545.0 | 545 | 1.4078 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3427 | 546.0 | 546 | 1.3539 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3613 | 547.0 | 547 | 1.3427 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3086 | 548.0 | 548 | 1.5058 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3794 | 549.0 | 549 | 1.5321 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3699 | 550.0 | 550 | 1.4797 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3408 | 551.0 | 551 | 1.3659 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.299 | 552.0 | 552 | 1.4025 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3086 | 553.0 | 553 | 1.4275 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2771 | 554.0 | 554 | 1.4278 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2948 | 555.0 | 555 | 1.4043 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2602 | 556.0 | 556 | 1.3772 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2442 | 557.0 | 557 | 1.3216 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2105 | 558.0 | 558 | 1.3693 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3253 | 559.0 | 559 | 1.3074 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2344 | 560.0 | 560 | 1.3119 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2067 | 561.0 | 561 | 1.3822 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.291 | 562.0 | 562 | 1.3686 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.232 | 563.0 | 563 | 1.3539 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2157 | 564.0 | 564 | 1.3318 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2374 | 565.0 | 565 | 1.3166 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2085 | 566.0 | 566 | 1.4042 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2316 | 567.0 | 567 | 1.5626 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4081 | 568.0 | 568 | 1.5247 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3201 | 569.0 | 569 | 1.4372 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2646 | 570.0 | 570 | 1.3599 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2571 | 571.0 | 571 | 1.3824 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.322 | 572.0 | 572 | 1.3680 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2552 | 573.0 | 573 | 1.3843 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.231 | 574.0 | 574 | 1.4104 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2456 | 575.0 | 575 | 1.3794 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.229 | 576.0 | 576 | 1.3079 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2029 | 577.0 | 577 | 1.3020 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2273 | 578.0 | 578 | 1.3334 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2199 | 579.0 | 579 | 1.3784 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2122 | 580.0 | 580 | 1.5923 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4483 | 581.0 | 581 | 1.5898 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4318 | 582.0 | 582 | 1.5317 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.339 | 583.0 | 583 | 1.4438 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2333 | 584.0 | 584 | 1.3580 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2328 | 585.0 | 585 | 1.2865 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2231 | 586.0 | 586 | 1.3264 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2588 | 587.0 | 587 | 1.4741 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4266 | 588.0 | 588 | 1.3417 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2462 | 589.0 | 589 | 1.3111 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.2043 | 590.0 | 590 | 1.3561 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2338 | 591.0 | 591 | 1.3607 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1905 | 592.0 | 592 | 1.3750 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2188 | 593.0 | 593 | 1.3612 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2333 | 594.0 | 594 | 1.2966 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1862 | 595.0 | 595 | 1.3206 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1937 | 596.0 | 596 | 1.3338 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1685 | 597.0 | 597 | 1.3430 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1881 | 598.0 | 598 | 1.3987 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2772 | 599.0 | 599 | 1.3712 | 0.1028 | 0.0 | 0.1027 | 0.1027 |
| 1.2652 | 600.0 | 600 | 1.2810 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1835 | 601.0 | 601 | 1.3187 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2098 | 602.0 | 602 | 1.3640 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2522 | 603.0 | 603 | 1.3275 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1792 | 604.0 | 604 | 1.3364 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1911 | 605.0 | 605 | 1.3404 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2214 | 606.0 | 606 | 1.3174 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.187 | 607.0 | 607 | 1.3284 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1756 | 608.0 | 608 | 1.3516 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1703 | 609.0 | 609 | 1.3975 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2038 | 610.0 | 610 | 1.3751 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1827 | 611.0 | 611 | 1.3275 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1526 | 612.0 | 612 | 1.2797 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1518 | 613.0 | 613 | 1.2797 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.182 | 614.0 | 614 | 1.2867 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1606 | 615.0 | 615 | 1.3227 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1362 | 616.0 | 616 | 1.3540 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.151 | 617.0 | 617 | 1.3438 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1578 | 618.0 | 618 | 1.2950 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1387 | 619.0 | 619 | 1.2653 | 0.0180 | 0.0 | 0.0178 | 0.0181 |
| 1.1399 | 620.0 | 620 | 1.2732 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1493 | 621.0 | 621 | 1.2860 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1649 | 622.0 | 622 | 1.2953 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1482 | 623.0 | 623 | 1.3048 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1355 | 624.0 | 624 | 1.3083 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1344 | 625.0 | 625 | 1.3019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1439 | 626.0 | 626 | 1.2820 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1397 | 627.0 | 627 | 1.2665 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1287 | 628.0 | 628 | 1.2742 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1278 | 629.0 | 629 | 1.2924 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1255 | 630.0 | 630 | 1.3059 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1249 | 631.0 | 631 | 1.3091 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1257 | 632.0 | 632 | 1.3015 | 0.0657 | 0.0 | 0.0657 | 0.0660 |
| 1.1243 | 633.0 | 633 | 1.2884 | 0.0180 | 0.0 | 0.0178 | 0.0181 |
| 1.1253 | 634.0 | 634 | 1.2768 | 0.1044 | 0.0 | 0.1044 | 0.1045 |
| 1.1234 | 635.0 | 635 | 1.2703 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1201 | 636.0 | 636 | 1.2688 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1224 | 637.0 | 637 | 1.2706 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1192 | 638.0 | 638 | 1.2728 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.123 | 639.0 | 639 | 1.2750 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
| 1.1248 | 640.0 | 640 | 1.2762 | 0.1327 | 0.0 | 0.1326 | 0.1327 |
Framework versions
- Transformers 4.48.3
- Pytorch 2.5.1+cu124
- Datasets 3.3.0
- Tokenizers 0.21.0