flan-t5-rouge-squad-qg-test-03
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: 1.2257
- Rouge1: 0.1622
- Rouge2: 0.0444
- Rougel: 0.1621
- Rougelsum: 0.1621
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: 0.5
- 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 | 20.0493 | 0.0 | 0.0 | 0.0 | 0.0 |
| 26.4426 | 2.0 | 2 | 52.0319 | 0.0 | 0.0 | 0.0 | 0.0 |
| 55.0687 | 3.0 | 3 | 203.5233 | 0.0 | 0.0 | 0.0 | 0.0 |
| 189.1933 | 4.0 | 4 | 33.6815 | 0.0 | 0.0 | 0.0 | 0.0 |
| 33.0 | 5.0 | 5 | 32.9897 | 0.0 | 0.0 | 0.0 | 0.0 |
| 34.9028 | 6.0 | 6 | 83.7289 | 0.0029 | 0.0 | 0.0028 | 0.0028 |
| 80.7586 | 7.0 | 7 | 56.8454 | 0.0 | 0.0 | 0.0 | 0.0 |
| 58.1512 | 8.0 | 8 | 17.1855 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.9522 | 9.0 | 9 | 36.1970 | 0.0 | 0.0 | 0.0 | 0.0 |
| 39.6984 | 10.0 | 10 | 13.7497 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.2744 | 11.0 | 11 | 17.5950 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.6678 | 12.0 | 12 | 13.2648 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.2402 | 13.0 | 13 | 29.2443 | 0.0 | 0.0 | 0.0 | 0.0 |
| 30.2338 | 14.0 | 14 | 14.8730 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.1785 | 15.0 | 15 | 21.8569 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.0262 | 16.0 | 16 | 34.2887 | 0.0 | 0.0 | 0.0 | 0.0 |
| 34.0111 | 17.0 | 17 | 35.3250 | 0.0535 | 0.0 | 0.0536 | 0.0537 |
| 36.2587 | 18.0 | 18 | 17.3860 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.7069 | 19.0 | 19 | 21.0060 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.4862 | 20.0 | 20 | 71.7154 | 0.0 | 0.0 | 0.0 | 0.0 |
| 69.0863 | 21.0 | 21 | 76.6869 | 0.0 | 0.0 | 0.0 | 0.0 |
| 79.4947 | 22.0 | 22 | 66.2355 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 71.0446 | 23.0 | 23 | 30.8821 | 0.0 | 0.0 | 0.0 | 0.0 |
| 38.9876 | 24.0 | 24 | 27.1686 | 0.0 | 0.0 | 0.0 | 0.0 |
| 27.7238 | 25.0 | 25 | 41.3993 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 46.4061 | 26.0 | 26 | 27.9938 | 0.0034 | 0.0 | 0.0034 | 0.0034 |
| 36.4639 | 27.0 | 27 | 25.0768 | 0.0 | 0.0 | 0.0 | 0.0 |
| 29.3165 | 28.0 | 28 | 27.8141 | 0.0 | 0.0 | 0.0 | 0.0 |
| 28.0299 | 29.0 | 29 | 40.0305 | 0.0 | 0.0 | 0.0 | 0.0 |
| 46.8927 | 30.0 | 30 | 33.6605 | 0.0 | 0.0 | 0.0 | 0.0 |
| 42.2322 | 31.0 | 31 | 23.2109 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36.05 | 32.0 | 32 | 19.5905 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.2589 | 33.0 | 33 | 26.2561 | 0.0012 | 0.0 | 0.0012 | 0.0012 |
| 33.0784 | 34.0 | 34 | 15.0029 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.4479 | 35.0 | 35 | 17.6362 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.45 | 36.0 | 36 | 15.5497 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.6582 | 37.0 | 37 | 16.7638 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.549 | 38.0 | 38 | 18.0659 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.8216 | 39.0 | 39 | 19.9904 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.9781 | 40.0 | 40 | 17.5468 | 0.0 | 0.0 | 0.0 | 0.0 |
| 25.6793 | 41.0 | 41 | 19.1380 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.8687 | 42.0 | 42 | 18.7160 | 0.0 | 0.0 | 0.0 | 0.0 |
| 25.2898 | 43.0 | 43 | 20.1134 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.9011 | 44.0 | 44 | 17.8344 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.69 | 45.0 | 45 | 17.6472 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.4126 | 46.0 | 46 | 15.9698 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.3884 | 47.0 | 47 | 17.9024 | 0.0 | 0.0 | 0.0 | 0.0 |
| 27.5617 | 48.0 | 48 | 17.0902 | 0.0 | 0.0 | 0.0 | 0.0 |
| 26.2778 | 49.0 | 49 | 12.2811 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.166 | 50.0 | 50 | 16.1153 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.0779 | 51.0 | 51 | 15.8768 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.6559 | 52.0 | 52 | 33.1223 | 0.0 | 0.0 | 0.0 | 0.0 |
| 43.3269 | 53.0 | 53 | 41.1003 | 0.0 | 0.0 | 0.0 | 0.0 |
| 51.0921 | 54.0 | 54 | 30.9368 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36.8945 | 55.0 | 55 | 12.1941 | 0.0014 | 0.0 | 0.0014 | 0.0014 |
| 20.4502 | 56.0 | 56 | 15.4377 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.0087 | 57.0 | 57 | 18.2751 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.05 | 58.0 | 58 | 15.0134 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.4819 | 59.0 | 59 | 14.2509 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.9921 | 60.0 | 60 | 29.6323 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.4784 | 61.0 | 61 | 36.7629 | 0.0 | 0.0 | 0.0 | 0.0 |
| 42.2961 | 62.0 | 62 | 28.7275 | 0.0 | 0.0 | 0.0 | 0.0 |
| 30.9015 | 63.0 | 63 | 26.4797 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.1544 | 64.0 | 64 | 16.2654 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.9464 | 65.0 | 65 | 9.3009 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.5402 | 66.0 | 66 | 12.4778 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.1097 | 67.0 | 67 | 10.4952 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.3035 | 68.0 | 68 | 15.4972 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.6561 | 69.0 | 69 | 14.0885 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.1457 | 70.0 | 70 | 8.8222 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.4875 | 71.0 | 71 | 16.6440 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.7207 | 72.0 | 72 | 8.5497 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.3504 | 73.0 | 73 | 10.6846 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.5052 | 74.0 | 74 | 7.9019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.3347 | 75.0 | 75 | 8.8683 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.8238 | 76.0 | 76 | 13.1168 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.9515 | 77.0 | 77 | 19.0408 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.2442 | 78.0 | 78 | 10.1657 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.8068 | 79.0 | 79 | 8.9337 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.0403 | 80.0 | 80 | 9.8944 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.8657 | 81.0 | 81 | 10.1552 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.2494 | 82.0 | 82 | 15.7041 | 0.0155 | 0.0 | 0.0156 | 0.0155 |
| 17.9018 | 83.0 | 83 | 10.2122 | 0.0535 | 0.0 | 0.0536 | 0.0537 |
| 12.4924 | 84.0 | 84 | 11.9744 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.599 | 85.0 | 85 | 11.4438 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.4146 | 86.0 | 86 | 12.2951 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.159 | 87.0 | 87 | 10.8060 | 0.0006 | 0.0 | 0.0006 | 0.0006 |
| 16.3833 | 88.0 | 88 | 15.2959 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.5238 | 89.0 | 89 | 14.4345 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.8396 | 90.0 | 90 | 9.9891 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.1435 | 91.0 | 91 | 9.7668 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.2435 | 92.0 | 92 | 10.9478 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.1379 | 93.0 | 93 | 8.7736 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.4644 | 94.0 | 94 | 9.0387 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.8244 | 95.0 | 95 | 7.5193 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.8714 | 96.0 | 96 | 6.3119 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.904 | 97.0 | 97 | 6.7495 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.3315 | 98.0 | 98 | 5.3057 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.7321 | 99.0 | 99 | 6.8711 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.0555 | 100.0 | 100 | 6.1332 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.7556 | 101.0 | 101 | 18.8329 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 23.4924 | 102.0 | 102 | 13.1178 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.1247 | 103.0 | 103 | 7.4332 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.1022 | 104.0 | 104 | 9.2994 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.2464 | 105.0 | 105 | 8.9178 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.8999 | 106.0 | 106 | 28.7490 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.6947 | 107.0 | 107 | 28.6753 | 0.0 | 0.0 | 0.0 | 0.0 |
| 33.4318 | 108.0 | 108 | 9.3855 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.4881 | 109.0 | 109 | 18.3462 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.2739 | 110.0 | 110 | 15.8666 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.5496 | 111.0 | 111 | 13.3780 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.8339 | 112.0 | 112 | 11.8816 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.9187 | 113.0 | 113 | 8.3789 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.295 | 114.0 | 114 | 9.1883 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.0139 | 115.0 | 115 | 8.9233 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.9697 | 116.0 | 116 | 7.2565 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.3773 | 117.0 | 117 | 15.9246 | 0.0020 | 0.0 | 0.0019 | 0.0020 |
| 18.0515 | 118.0 | 118 | 4.4294 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.0597 | 119.0 | 119 | 6.3387 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.6295 | 120.0 | 120 | 6.0920 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.535 | 121.0 | 121 | 4.8222 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.5189 | 122.0 | 122 | 5.4865 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.3962 | 123.0 | 123 | 5.2671 | 0.0022 | 0.0 | 0.0022 | 0.0022 |
| 5.5718 | 124.0 | 124 | 5.4281 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.1889 | 125.0 | 125 | 4.2929 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.7499 | 126.0 | 126 | 4.1117 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.4345 | 127.0 | 127 | 4.4859 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.9331 | 128.0 | 128 | 3.3259 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0932 | 129.0 | 129 | 4.2669 | 0.0210 | 0.0 | 0.0211 | 0.0209 |
| 4.423 | 130.0 | 130 | 4.3872 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0189 | 131.0 | 131 | 3.6566 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0306 | 132.0 | 132 | 3.5404 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0772 | 133.0 | 133 | 4.6363 | 0.0013 | 0.0 | 0.0013 | 0.0013 |
| 4.8622 | 134.0 | 134 | 3.6701 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.4041 | 135.0 | 135 | 3.7668 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.4837 | 136.0 | 136 | 3.4204 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.2331 | 137.0 | 137 | 5.0264 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.139 | 138.0 | 138 | 3.6123 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0771 | 139.0 | 139 | 4.8537 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.1519 | 140.0 | 140 | 4.1570 | 0.0013 | 0.0 | 0.0012 | 0.0012 |
| 4.8923 | 141.0 | 141 | 4.3436 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3127 | 142.0 | 142 | 4.3684 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8921 | 143.0 | 143 | 3.7855 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 5.0191 | 144.0 | 144 | 3.7565 | 0.0058 | 0.0 | 0.0058 | 0.0058 |
| 4.4089 | 145.0 | 145 | 3.5805 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 4.2641 | 146.0 | 146 | 3.3069 | 0.0058 | 0.0 | 0.0057 | 0.0058 |
| 4.0774 | 147.0 | 147 | 3.8411 | 0.0535 | 0.0 | 0.0536 | 0.0537 |
| 4.2969 | 148.0 | 148 | 4.2314 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3362 | 149.0 | 149 | 3.7799 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1996 | 150.0 | 150 | 3.7542 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1449 | 151.0 | 151 | 3.4551 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.217 | 152.0 | 152 | 3.5803 | 0.0011 | 0.0 | 0.0011 | 0.0011 |
| 4.0389 | 153.0 | 153 | 4.5930 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.4881 | 154.0 | 154 | 4.7808 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.312 | 155.0 | 155 | 4.1645 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8894 | 156.0 | 156 | 3.6001 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1072 | 157.0 | 157 | 3.5853 | 0.0017 | 0.0 | 0.0017 | 0.0017 |
| 3.7972 | 158.0 | 158 | 3.1629 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2315 | 159.0 | 159 | 3.8002 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.9431 | 160.0 | 160 | 3.8580 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2944 | 161.0 | 161 | 3.1059 | 0.0519 | 0.0 | 0.0519 | 0.0518 |
| 3.6243 | 162.0 | 162 | 4.2359 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1994 | 163.0 | 163 | 4.2148 | 0.0048 | 0.0 | 0.0050 | 0.0050 |
| 4.3058 | 164.0 | 164 | 3.6275 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0821 | 165.0 | 165 | 3.9445 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0278 | 166.0 | 166 | 3.3607 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 4.0997 | 167.0 | 167 | 3.3937 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7001 | 168.0 | 168 | 2.6949 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6362 | 169.0 | 169 | 3.0956 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 4.1952 | 170.0 | 170 | 2.6565 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7742 | 171.0 | 171 | 2.7981 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7381 | 172.0 | 172 | 3.6581 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9126 | 173.0 | 173 | 3.8160 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 4.2511 | 174.0 | 174 | 3.5721 | 0.0535 | 0.0 | 0.0536 | 0.0537 |
| 4.3792 | 175.0 | 175 | 3.3928 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7254 | 176.0 | 176 | 3.9028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9822 | 177.0 | 177 | 3.5268 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9333 | 178.0 | 178 | 3.4963 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.59 | 179.0 | 179 | 4.2290 | 0.0535 | 0.0 | 0.0536 | 0.0537 |
| 4.4925 | 180.0 | 180 | 3.6842 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 4.3143 | 181.0 | 181 | 3.3724 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0217 | 182.0 | 182 | 3.8183 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.007 | 183.0 | 183 | 4.3525 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.635 | 184.0 | 184 | 4.5039 | 0.0163 | 0.0 | 0.0164 | 0.0163 |
| 4.5725 | 185.0 | 185 | 3.3779 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6737 | 186.0 | 186 | 6.7330 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.5134 | 187.0 | 187 | 6.6633 | 0.0101 | 0.0 | 0.0100 | 0.0099 |
| 8.2805 | 188.0 | 188 | 4.3591 | 0.0018 | 0.0 | 0.0017 | 0.0018 |
| 4.665 | 189.0 | 189 | 4.5994 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6652 | 190.0 | 190 | 3.8493 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.6269 | 191.0 | 191 | 3.8094 | 0.0012 | 0.0 | 0.0013 | 0.0012 |
| 4.4733 | 192.0 | 192 | 3.9840 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3943 | 193.0 | 193 | 3.1973 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8485 | 194.0 | 194 | 3.2297 | 0.0062 | 0.0 | 0.0061 | 0.0061 |
| 3.8286 | 195.0 | 195 | 2.6473 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4102 | 196.0 | 196 | 3.1199 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6846 | 197.0 | 197 | 2.9096 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5793 | 198.0 | 198 | 3.0421 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4802 | 199.0 | 199 | 2.5051 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2717 | 200.0 | 200 | 2.3988 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9544 | 201.0 | 201 | 2.4645 | 0.0087 | 0.0 | 0.0087 | 0.0087 |
| 3.1127 | 202.0 | 202 | 2.6190 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.9104 | 203.0 | 203 | 3.4756 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 4.6937 | 204.0 | 204 | 3.0180 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6966 | 205.0 | 205 | 2.8085 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3491 | 206.0 | 206 | 2.4742 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1349 | 207.0 | 207 | 2.5980 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9214 | 208.0 | 208 | 2.4493 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1924 | 209.0 | 209 | 2.8363 | 0.0111 | 0.0 | 0.0112 | 0.0112 |
| 3.3559 | 210.0 | 210 | 2.7828 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0364 | 211.0 | 211 | 2.2223 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9496 | 212.0 | 212 | 2.8187 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1463 | 213.0 | 213 | 2.9128 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4934 | 214.0 | 214 | 3.1288 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.455 | 215.0 | 215 | 3.4150 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3738 | 216.0 | 216 | 3.0972 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1555 | 217.0 | 217 | 2.7142 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7231 | 218.0 | 218 | 2.4383 | 0.0232 | 0.0 | 0.0233 | 0.0232 |
| 3.0587 | 219.0 | 219 | 3.4379 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4217 | 220.0 | 220 | 3.6461 | 0.0155 | 0.0 | 0.0156 | 0.0155 |
| 3.3458 | 221.0 | 221 | 2.6529 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 2.6695 | 222.0 | 222 | 2.7020 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3014 | 223.0 | 223 | 2.4399 | 0.0035 | 0.0 | 0.0035 | 0.0035 |
| 2.8956 | 224.0 | 224 | 3.1904 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.428 | 225.0 | 225 | 3.1978 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0772 | 226.0 | 226 | 3.5128 | 0.0112 | 0.0 | 0.0113 | 0.0114 |
| 3.647 | 227.0 | 227 | 3.1155 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4475 | 228.0 | 228 | 2.6017 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6547 | 229.0 | 229 | 2.3853 | 0.0029 | 0.0 | 0.0028 | 0.0028 |
| 2.5985 | 230.0 | 230 | 2.8471 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0561 | 231.0 | 231 | 2.7623 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3158 | 232.0 | 232 | 2.1570 | 0.0016 | 0.0 | 0.0016 | 0.0016 |
| 2.6761 | 233.0 | 233 | 1.9087 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4624 | 234.0 | 234 | 2.4060 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 2.4489 | 235.0 | 235 | 2.3620 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3677 | 236.0 | 236 | 1.8820 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 2.0355 | 237.0 | 237 | 2.2630 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.282 | 238.0 | 238 | 1.6978 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 1.8918 | 239.0 | 239 | 1.8975 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1402 | 240.0 | 240 | 1.9686 | 0.0014 | 0.0 | 0.0014 | 0.0014 |
| 2.1739 | 241.0 | 241 | 1.7883 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1368 | 242.0 | 242 | 3.0673 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.03 | 243.0 | 243 | 2.3983 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1765 | 244.0 | 244 | 2.2349 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5772 | 245.0 | 245 | 2.4696 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9786 | 246.0 | 246 | 2.6521 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7454 | 247.0 | 247 | 2.6112 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5042 | 248.0 | 248 | 2.3724 | 0.0029 | 0.0 | 0.0028 | 0.0028 |
| 3.096 | 249.0 | 249 | 3.2774 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.0151 | 250.0 | 250 | 2.5528 | 0.0535 | 0.0 | 0.0536 | 0.0537 |
| 3.1039 | 251.0 | 251 | 3.1011 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0737 | 252.0 | 252 | 2.9621 | 0.0012 | 0.0 | 0.0012 | 0.0012 |
| 3.0352 | 253.0 | 253 | 2.0300 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 2.4139 | 254.0 | 254 | 2.3503 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8459 | 255.0 | 255 | 2.7425 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9808 | 256.0 | 256 | 2.1731 | 0.0914 | 0.0 | 0.0912 | 0.0913 |
| 2.4842 | 257.0 | 257 | 1.7404 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9585 | 258.0 | 258 | 1.9936 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1925 | 259.0 | 259 | 2.0518 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 2.3666 | 260.0 | 260 | 2.0232 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4882 | 261.0 | 261 | 2.2912 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4939 | 262.0 | 262 | 2.5098 | 0.0177 | 0.0 | 0.0176 | 0.0177 |
| 2.3235 | 263.0 | 263 | 2.2263 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2858 | 264.0 | 264 | 2.1685 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3769 | 265.0 | 265 | 2.3185 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3012 | 266.0 | 266 | 1.8949 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.8904 | 267.0 | 267 | 1.9808 | 0.0029 | 0.0 | 0.0028 | 0.0028 |
| 2.5686 | 268.0 | 268 | 2.6158 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8714 | 269.0 | 269 | 2.1325 | 0.0232 | 0.0 | 0.0233 | 0.0232 |
| 2.1563 | 270.0 | 270 | 2.2302 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1633 | 271.0 | 271 | 2.9519 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6298 | 272.0 | 272 | 2.2295 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1623 | 273.0 | 273 | 1.9985 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5854 | 274.0 | 274 | 2.0728 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7081 | 275.0 | 275 | 2.0824 | 0.0216 | 0.0 | 0.0216 | 0.0214 |
| 2.1482 | 276.0 | 276 | 2.1417 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0724 | 277.0 | 277 | 2.2265 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3453 | 278.0 | 278 | 2.1533 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 2.1648 | 279.0 | 279 | 2.1639 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0218 | 280.0 | 280 | 1.7670 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7215 | 281.0 | 281 | 2.0952 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4054 | 282.0 | 282 | 2.0685 | 0.0008 | 0.0 | 0.0008 | 0.0008 |
| 2.4943 | 283.0 | 283 | 2.0644 | 0.0039 | 0.0 | 0.0038 | 0.0039 |
| 2.2658 | 284.0 | 284 | 1.7884 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9588 | 285.0 | 285 | 1.4983 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6176 | 286.0 | 286 | 1.6672 | 0.0084 | 0.0 | 0.0082 | 0.0083 |
| 1.8582 | 287.0 | 287 | 1.7934 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.744 | 288.0 | 288 | 1.7859 | 0.0226 | 0.0 | 0.0227 | 0.0226 |
| 1.7697 | 289.0 | 289 | 1.5767 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6801 | 290.0 | 290 | 1.6615 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6451 | 291.0 | 291 | 1.6805 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9608 | 292.0 | 292 | 1.5830 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.6265 | 293.0 | 293 | 1.6301 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5746 | 294.0 | 294 | 1.4973 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.603 | 295.0 | 295 | 1.6133 | 0.0613 | 0.0 | 0.0613 | 0.0613 |
| 1.6174 | 296.0 | 296 | 1.4860 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6396 | 297.0 | 297 | 1.7147 | 0.0030 | 0.0 | 0.0029 | 0.0030 |
| 1.6133 | 298.0 | 298 | 1.5269 | 0.0626 | 0.0 | 0.0626 | 0.0626 |
| 1.5628 | 299.0 | 299 | 1.4506 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6153 | 300.0 | 300 | 1.6739 | 0.0028 | 0.0 | 0.0029 | 0.0029 |
| 1.5759 | 301.0 | 301 | 1.5330 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4346 | 302.0 | 302 | 1.4369 | 0.0078 | 0.0 | 0.0079 | 0.0080 |
| 1.6072 | 303.0 | 303 | 1.5591 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.6015 | 304.0 | 304 | 1.9190 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 1.8239 | 305.0 | 305 | 1.4360 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.4077 | 306.0 | 306 | 1.7381 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.8081 | 307.0 | 307 | 1.5244 | 0.0078 | 0.0 | 0.0079 | 0.0080 |
| 1.6679 | 308.0 | 308 | 1.6093 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6639 | 309.0 | 309 | 1.5748 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6362 | 310.0 | 310 | 1.7019 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5879 | 311.0 | 311 | 1.4550 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.5772 | 312.0 | 312 | 1.3385 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4975 | 313.0 | 313 | 1.6996 | 0.0159 | 0.0 | 0.0160 | 0.0160 |
| 1.5167 | 314.0 | 314 | 1.7664 | 0.0592 | 0.0 | 0.0591 | 0.0592 |
| 1.5693 | 315.0 | 315 | 1.5126 | 0.0535 | 0.0 | 0.0536 | 0.0537 |
| 1.4762 | 316.0 | 316 | 1.6260 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6495 | 317.0 | 317 | 1.7821 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8277 | 318.0 | 318 | 1.3947 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.4096 | 319.0 | 319 | 1.5044 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5557 | 320.0 | 320 | 1.6344 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6686 | 321.0 | 321 | 1.4533 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3762 | 322.0 | 322 | 1.5436 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5581 | 323.0 | 323 | 1.5848 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5905 | 324.0 | 324 | 1.4287 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3926 | 325.0 | 325 | 1.2980 | 0.0645 | 0.0 | 0.0649 | 0.0647 |
| 1.4183 | 326.0 | 326 | 1.5337 | 0.1407 | 0.0 | 0.1405 | 0.1407 |
| 1.434 | 327.0 | 327 | 1.5239 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4232 | 328.0 | 328 | 1.3801 | 0.1194 | 0.0 | 0.1193 | 0.1194 |
| 1.3801 | 329.0 | 329 | 1.4933 | 0.1159 | 0.0 | 0.1158 | 0.1159 |
| 1.382 | 330.0 | 330 | 1.4078 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.3393 | 331.0 | 331 | 1.2910 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3712 | 332.0 | 332 | 1.5028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3743 | 333.0 | 333 | 1.4235 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3004 | 334.0 | 334 | 1.3691 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4191 | 335.0 | 335 | 1.5026 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 1.4639 | 336.0 | 336 | 1.3300 | 0.1034 | 0.0 | 0.1029 | 0.1033 |
| 1.273 | 337.0 | 337 | 1.3949 | 0.0781 | 0.0182 | 0.0780 | 0.0779 |
| 1.4253 | 338.0 | 338 | 1.3034 | 0.2331 | 0.0 | 0.2326 | 0.2330 |
| 1.2884 | 339.0 | 339 | 1.3853 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3765 | 340.0 | 340 | 1.7699 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.6233 | 341.0 | 341 | 1.5854 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3675 | 342.0 | 342 | 1.5712 | 0.0029 | 0.0 | 0.0029 | 0.0029 |
| 1.667 | 343.0 | 343 | 1.6443 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7136 | 344.0 | 344 | 1.8983 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.7034 | 345.0 | 345 | 1.9359 | 0.1028 | 0.0 | 0.1026 | 0.1027 |
| 1.6364 | 346.0 | 346 | 1.6530 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4931 | 347.0 | 347 | 1.3829 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4424 | 348.0 | 348 | 1.4062 | 0.0638 | 0.0 | 0.0638 | 0.0638 |
| 1.4557 | 349.0 | 349 | 1.5072 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3892 | 350.0 | 350 | 1.4184 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3328 | 351.0 | 351 | 1.4841 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.3668 | 352.0 | 352 | 1.4026 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4236 | 353.0 | 353 | 1.5150 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.367 | 354.0 | 354 | 1.2457 | 0.1159 | 0.0 | 0.1158 | 0.1159 |
| 1.2247 | 355.0 | 355 | 1.3495 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.243 | 356.0 | 356 | 1.2516 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2391 | 357.0 | 357 | 1.4868 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3006 | 358.0 | 358 | 1.3624 | 0.0550 | 0.0 | 0.0551 | 0.0552 |
| 1.257 | 359.0 | 359 | 1.5247 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.3463 | 360.0 | 360 | 1.3481 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2072 | 361.0 | 361 | 1.3465 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3873 | 362.0 | 362 | 1.3041 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.215 | 363.0 | 363 | 1.4973 | 0.0414 | 0.0 | 0.0416 | 0.0416 |
| 1.2886 | 364.0 | 364 | 1.3354 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.2464 | 365.0 | 365 | 1.2064 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.1647 | 366.0 | 366 | 1.5043 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3701 | 367.0 | 367 | 1.3765 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3159 | 368.0 | 368 | 1.2812 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2846 | 369.0 | 369 | 1.4175 | 0.0821 | 0.0 | 0.0820 | 0.0820 |
| 1.2469 | 370.0 | 370 | 1.4131 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.2458 | 371.0 | 371 | 1.2807 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1747 | 372.0 | 372 | 1.3210 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1667 | 373.0 | 373 | 1.2153 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.216 | 374.0 | 374 | 1.3367 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2294 | 375.0 | 375 | 1.2075 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.1157 | 376.0 | 376 | 1.2438 | 0.1147 | 0.0 | 0.1148 | 0.1145 |
| 1.1359 | 377.0 | 377 | 1.3804 | 0.1159 | 0.0 | 0.1158 | 0.1159 |
| 1.1808 | 378.0 | 378 | 1.3014 | 0.1175 | 0.0 | 0.1173 | 0.1174 |
| 1.1527 | 379.0 | 379 | 1.3934 | 0.0583 | 0.0 | 0.0582 | 0.0583 |
| 1.2217 | 380.0 | 380 | 1.2606 | 0.0626 | 0.0003 | 0.0625 | 0.0626 |
| 1.1423 | 381.0 | 381 | 1.3141 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2548 | 382.0 | 382 | 1.4671 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2955 | 383.0 | 383 | 1.3950 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.1639 | 384.0 | 384 | 1.4690 | 0.0642 | 0.0003 | 0.0642 | 0.0642 |
| 1.4703 | 385.0 | 385 | 1.5238 | 0.0608 | 0.0003 | 0.0607 | 0.0607 |
| 1.5353 | 386.0 | 386 | 1.4508 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.2732 | 387.0 | 387 | 1.4247 | 0.0610 | 0.0 | 0.0609 | 0.0610 |
| 1.2629 | 388.0 | 388 | 1.3726 | 0.1147 | 0.0 | 0.1146 | 0.1148 |
| 1.3501 | 389.0 | 389 | 1.3343 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.2408 | 390.0 | 390 | 1.3876 | 0.0950 | 0.0 | 0.0949 | 0.0952 |
| 1.2311 | 391.0 | 391 | 1.3277 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1889 | 392.0 | 392 | 1.2511 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1474 | 393.0 | 393 | 1.3464 | 0.0624 | 0.0 | 0.0624 | 0.0623 |
| 1.2361 | 394.0 | 394 | 1.2440 | 0.0953 | 0.0 | 0.0953 | 0.0954 |
| 1.2311 | 395.0 | 395 | 1.2528 | 0.0757 | 0.0 | 0.0756 | 0.0757 |
| 1.2099 | 396.0 | 396 | 1.4457 | 0.1046 | 0.0 | 0.1045 | 0.1047 |
| 1.2319 | 397.0 | 397 | 1.3725 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1985 | 398.0 | 398 | 1.3860 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1414 | 399.0 | 399 | 1.3175 | 0.1241 | 0.0 | 0.1238 | 0.1240 |
| 1.1429 | 400.0 | 400 | 1.3647 | 0.1194 | 0.0 | 0.1193 | 0.1194 |
| 1.1496 | 401.0 | 401 | 1.2504 | 0.1546 | 0.0 | 0.1546 | 0.1546 |
| 1.1328 | 402.0 | 402 | 1.2363 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.1063 | 403.0 | 403 | 1.3269 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1645 | 404.0 | 404 | 1.2346 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1636 | 405.0 | 405 | 1.2720 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.135 | 406.0 | 406 | 1.3557 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1333 | 407.0 | 407 | 1.2434 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.1377 | 408.0 | 408 | 1.2615 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1241 | 409.0 | 409 | 1.1825 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0937 | 410.0 | 410 | 1.3246 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1041 | 411.0 | 411 | 1.2496 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.1149 | 412.0 | 412 | 1.3015 | 0.0684 | 0.0 | 0.0683 | 0.0684 |
| 1.0924 | 413.0 | 413 | 1.2135 | 0.0978 | 0.0003 | 0.0979 | 0.0979 |
| 1.0837 | 414.0 | 414 | 1.2754 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0796 | 415.0 | 415 | 1.1836 | 0.0635 | 0.0 | 0.0635 | 0.0635 |
| 1.0989 | 416.0 | 416 | 1.2809 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.0971 | 417.0 | 417 | 1.2814 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0635 | 418.0 | 418 | 1.2186 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.0701 | 419.0 | 419 | 1.2998 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.0815 | 420.0 | 420 | 1.1925 | 0.1660 | 0.0 | 0.1657 | 0.1659 |
| 1.053 | 421.0 | 421 | 1.2400 | 0.1354 | 0.0 | 0.1346 | 0.1348 |
| 1.0556 | 422.0 | 422 | 1.2005 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.0879 | 423.0 | 423 | 1.2830 | 0.1129 | 0.0003 | 0.1128 | 0.1129 |
| 1.0758 | 424.0 | 424 | 1.2258 | 0.1299 | 0.0 | 0.1299 | 0.1300 |
| 1.047 | 425.0 | 425 | 1.1758 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.0928 | 426.0 | 426 | 1.2344 | 0.1604 | 0.0 | 0.1608 | 0.1610 |
| 1.0433 | 427.0 | 427 | 1.1665 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.0466 | 428.0 | 428 | 1.3049 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.0678 | 429.0 | 429 | 1.2436 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0328 | 430.0 | 430 | 1.1797 | 0.0585 | 0.0 | 0.0584 | 0.0585 |
| 1.064 | 431.0 | 431 | 1.3102 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.2987 | 432.0 | 432 | 1.2911 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1661 | 433.0 | 433 | 1.3202 | 0.1596 | 0.0 | 0.1594 | 0.1596 |
| 1.0941 | 434.0 | 434 | 1.3344 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.1564 | 435.0 | 435 | 1.3461 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.133 | 436.0 | 436 | 1.4281 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1469 | 437.0 | 437 | 1.3844 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1332 | 438.0 | 438 | 1.2875 | 0.1247 | 0.0 | 0.1245 | 0.1246 |
| 1.1611 | 439.0 | 439 | 1.2979 | 0.2245 | 0.0 | 0.2243 | 0.2246 |
| 1.1473 | 440.0 | 440 | 1.4107 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.1455 | 441.0 | 441 | 1.3015 | 0.1052 | 0.0 | 0.1052 | 0.1055 |
| 1.1028 | 442.0 | 442 | 1.2667 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.2451 | 443.0 | 443 | 1.2510 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.1782 | 444.0 | 444 | 1.4172 | 0.1241 | 0.0 | 0.1238 | 0.1240 |
| 1.1554 | 445.0 | 445 | 1.4810 | 0.1004 | 0.0 | 0.1004 | 0.1001 |
| 1.1673 | 446.0 | 446 | 1.3746 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.1218 | 447.0 | 447 | 1.2825 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.1227 | 448.0 | 448 | 1.3035 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1151 | 449.0 | 449 | 1.2801 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.087 | 450.0 | 450 | 1.2413 | 0.0673 | 0.0 | 0.0670 | 0.0671 |
| 1.1571 | 451.0 | 451 | 1.2864 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.163 | 452.0 | 452 | 1.3469 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.1223 | 453.0 | 453 | 1.2904 | 0.1681 | 0.0 | 0.1677 | 0.1678 |
| 1.0941 | 454.0 | 454 | 1.2430 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.1514 | 455.0 | 455 | 1.2715 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.1061 | 456.0 | 456 | 1.4041 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.1212 | 457.0 | 457 | 1.3591 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.112 | 458.0 | 458 | 1.2272 | 0.1246 | 0.0 | 0.1244 | 0.1246 |
| 1.1307 | 459.0 | 459 | 1.2271 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1309 | 460.0 | 460 | 1.3436 | 0.0580 | 0.0 | 0.0579 | 0.0579 |
| 1.1438 | 461.0 | 461 | 1.3549 | 0.1241 | 0.0 | 0.1238 | 0.1240 |
| 1.1145 | 462.0 | 462 | 1.2699 | 0.1218 | 0.0 | 0.1217 | 0.1219 |
| 1.0697 | 463.0 | 463 | 1.2870 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0769 | 464.0 | 464 | 1.3434 | 0.2331 | 0.0 | 0.2326 | 0.2330 |
| 1.0762 | 465.0 | 465 | 1.2884 | 0.1241 | 0.0 | 0.1238 | 0.1240 |
| 1.0535 | 466.0 | 466 | 1.2252 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.1283 | 467.0 | 467 | 1.2040 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.0872 | 468.0 | 468 | 1.3668 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.1231 | 469.0 | 469 | 1.3790 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0982 | 470.0 | 470 | 1.2703 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0503 | 471.0 | 471 | 1.2218 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0405 | 472.0 | 472 | 1.2326 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0917 | 473.0 | 473 | 1.2869 | 0.1241 | 0.0 | 0.1238 | 0.1240 |
| 1.0533 | 474.0 | 474 | 1.3059 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.0412 | 475.0 | 475 | 1.2352 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.058 | 476.0 | 476 | 1.2518 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0577 | 477.0 | 477 | 1.2684 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0476 | 478.0 | 478 | 1.2276 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0448 | 479.0 | 479 | 1.1859 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0397 | 480.0 | 480 | 1.2747 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.047 | 481.0 | 481 | 1.3081 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0383 | 482.0 | 482 | 1.2280 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0633 | 483.0 | 483 | 1.2120 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0424 | 484.0 | 484 | 1.2979 | 0.1241 | 0.0 | 0.1238 | 0.1240 |
| 1.0456 | 485.0 | 485 | 1.2973 | 0.1000 | 0.0 | 0.1000 | 0.1001 |
| 1.0442 | 486.0 | 486 | 1.2323 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0418 | 487.0 | 487 | 1.2457 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0322 | 488.0 | 488 | 1.3101 | 0.1316 | 0.0 | 0.1313 | 0.1314 |
| 1.0423 | 489.0 | 489 | 1.2613 | 0.1252 | 0.0 | 0.1249 | 0.1251 |
| 1.0374 | 490.0 | 490 | 1.1833 | 0.1210 | 0.0004 | 0.1210 | 0.1212 |
| 1.0378 | 491.0 | 491 | 1.2234 | 0.1148 | 0.0003 | 0.1147 | 0.1148 |
| 1.0205 | 492.0 | 492 | 1.3522 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0414 | 493.0 | 493 | 1.3353 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0354 | 494.0 | 494 | 1.2063 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0167 | 495.0 | 495 | 1.2003 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0238 | 496.0 | 496 | 1.2863 | 0.1592 | 0.0006 | 0.1591 | 0.1592 |
| 1.0234 | 497.0 | 497 | 1.2729 | 0.1118 | 0.0 | 0.1116 | 0.1118 |
| 1.0123 | 498.0 | 498 | 1.2173 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0588 | 499.0 | 499 | 1.2188 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0587 | 500.0 | 500 | 1.2629 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0031 | 501.0 | 501 | 1.2821 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.014 | 502.0 | 502 | 1.2020 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9983 | 503.0 | 503 | 1.1923 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0271 | 504.0 | 504 | 1.2260 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9965 | 505.0 | 505 | 1.2874 | 0.1258 | 0.0 | 0.1256 | 0.1258 |
| 1.0112 | 506.0 | 506 | 1.2360 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9959 | 507.0 | 507 | 1.2039 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 1.0046 | 508.0 | 508 | 1.2516 | 0.1199 | 0.0 | 0.1196 | 0.1197 |
| 0.9937 | 509.0 | 509 | 1.2676 | 0.1235 | 0.0004 | 0.1236 | 0.1235 |
| 0.9978 | 510.0 | 510 | 1.2195 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9986 | 511.0 | 511 | 1.2339 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9905 | 512.0 | 512 | 1.2410 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9888 | 513.0 | 513 | 1.2146 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9908 | 514.0 | 514 | 1.2331 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9781 | 515.0 | 515 | 1.2276 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9828 | 516.0 | 516 | 1.2107 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9837 | 517.0 | 517 | 1.2385 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9814 | 518.0 | 518 | 1.2293 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.976 | 519.0 | 519 | 1.2073 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9845 | 520.0 | 520 | 1.2292 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9742 | 521.0 | 521 | 1.2256 | 0.1241 | 0.0 | 0.1238 | 0.1240 |
| 0.9756 | 522.0 | 522 | 1.2051 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9741 | 523.0 | 523 | 1.2322 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9733 | 524.0 | 524 | 1.2323 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9732 | 525.0 | 525 | 1.2182 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9717 | 526.0 | 526 | 1.2319 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9685 | 527.0 | 527 | 1.2216 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.97 | 528.0 | 528 | 1.2116 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9696 | 529.0 | 529 | 1.2162 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9808 | 530.0 | 530 | 1.2574 | 0.1291 | 0.0 | 0.1288 | 0.1290 |
| 0.9756 | 531.0 | 531 | 1.2283 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9694 | 532.0 | 532 | 1.1962 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9754 | 533.0 | 533 | 1.2310 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9673 | 534.0 | 534 | 1.2476 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.97 | 535.0 | 535 | 1.2050 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9662 | 536.0 | 536 | 1.2040 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9646 | 537.0 | 537 | 1.2451 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9687 | 538.0 | 538 | 1.2250 | 0.1327 | 0.0 | 0.1324 | 0.1327 |
| 0.9588 | 539.0 | 539 | 1.2012 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9676 | 540.0 | 540 | 1.2395 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9604 | 541.0 | 541 | 1.2382 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9584 | 542.0 | 542 | 1.2092 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.96 | 543.0 | 543 | 1.2293 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9561 | 544.0 | 544 | 1.2364 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9534 | 545.0 | 545 | 1.2119 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9532 | 546.0 | 546 | 1.2100 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9498 | 547.0 | 547 | 1.2267 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9531 | 548.0 | 548 | 1.2208 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9502 | 549.0 | 549 | 1.2122 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9529 | 550.0 | 550 | 1.2278 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9463 | 551.0 | 551 | 1.2266 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.946 | 552.0 | 552 | 1.2084 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9451 | 553.0 | 553 | 1.2103 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9433 | 554.0 | 554 | 1.2270 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9415 | 555.0 | 555 | 1.2221 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9416 | 556.0 | 556 | 1.2088 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.943 | 557.0 | 557 | 1.2164 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9375 | 558.0 | 558 | 1.2243 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9388 | 559.0 | 559 | 1.2189 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9405 | 560.0 | 560 | 1.2159 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9364 | 561.0 | 561 | 1.2259 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9375 | 562.0 | 562 | 1.2292 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9338 | 563.0 | 563 | 1.2202 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9361 | 564.0 | 564 | 1.2186 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9333 | 565.0 | 565 | 1.2243 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9307 | 566.0 | 566 | 1.2237 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9296 | 567.0 | 567 | 1.2178 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9345 | 568.0 | 568 | 1.2162 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9302 | 569.0 | 569 | 1.2185 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9308 | 570.0 | 570 | 1.2175 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9277 | 571.0 | 571 | 1.2146 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9265 | 572.0 | 572 | 1.2181 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9289 | 573.0 | 573 | 1.2242 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9273 | 574.0 | 574 | 1.2233 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9224 | 575.0 | 575 | 1.2178 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9257 | 576.0 | 576 | 1.2155 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9245 | 577.0 | 577 | 1.2179 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9224 | 578.0 | 578 | 1.2185 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9241 | 579.0 | 579 | 1.2156 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9234 | 580.0 | 580 | 1.2165 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9218 | 581.0 | 581 | 1.2187 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9198 | 582.0 | 582 | 1.2196 | 0.1694 | 0.0472 | 0.1694 | 0.1693 |
| 0.9217 | 583.0 | 583 | 1.2188 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9222 | 584.0 | 584 | 1.2185 | 0.1726 | 0.0478 | 0.1725 | 0.1726 |
| 0.9205 | 585.0 | 585 | 1.2194 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9181 | 586.0 | 586 | 1.2212 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9178 | 587.0 | 587 | 1.2209 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9199 | 588.0 | 588 | 1.2204 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9126 | 589.0 | 589 | 1.2220 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9181 | 590.0 | 590 | 1.2237 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9171 | 591.0 | 591 | 1.2238 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.918 | 592.0 | 592 | 1.2208 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9141 | 593.0 | 593 | 1.2187 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9126 | 594.0 | 594 | 1.2192 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9135 | 595.0 | 595 | 1.2266 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9165 | 596.0 | 596 | 1.2269 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9141 | 597.0 | 597 | 1.2269 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9148 | 598.0 | 598 | 1.2284 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9132 | 599.0 | 599 | 1.2306 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9109 | 600.0 | 600 | 1.2312 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9174 | 601.0 | 601 | 1.2292 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9127 | 602.0 | 602 | 1.2277 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9126 | 603.0 | 603 | 1.2282 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9103 | 604.0 | 604 | 1.2297 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.91 | 605.0 | 605 | 1.2312 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.913 | 606.0 | 606 | 1.2322 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9117 | 607.0 | 607 | 1.2271 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9122 | 608.0 | 608 | 1.2269 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9116 | 609.0 | 609 | 1.2275 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9116 | 610.0 | 610 | 1.2285 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9112 | 611.0 | 611 | 1.2271 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9128 | 612.0 | 612 | 1.2253 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9124 | 613.0 | 613 | 1.2240 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.911 | 614.0 | 614 | 1.2240 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9134 | 615.0 | 615 | 1.2248 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9098 | 616.0 | 616 | 1.2262 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9096 | 617.0 | 617 | 1.2270 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.911 | 618.0 | 618 | 1.2271 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9141 | 619.0 | 619 | 1.2263 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9082 | 620.0 | 620 | 1.2261 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9121 | 621.0 | 621 | 1.2266 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9113 | 622.0 | 622 | 1.2276 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9083 | 623.0 | 623 | 1.2283 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9067 | 624.0 | 624 | 1.2280 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9073 | 625.0 | 625 | 1.2271 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9083 | 626.0 | 626 | 1.2260 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9084 | 627.0 | 627 | 1.2248 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9094 | 628.0 | 628 | 1.2242 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9086 | 629.0 | 629 | 1.2244 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9111 | 630.0 | 630 | 1.2247 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9096 | 631.0 | 631 | 1.2254 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9067 | 632.0 | 632 | 1.2260 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9093 | 633.0 | 633 | 1.2265 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9099 | 634.0 | 634 | 1.2267 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9095 | 635.0 | 635 | 1.2265 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9066 | 636.0 | 636 | 1.2264 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9078 | 637.0 | 637 | 1.2261 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.905 | 638.0 | 638 | 1.2259 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9078 | 639.0 | 639 | 1.2258 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
| 0.9087 | 640.0 | 640 | 1.2257 | 0.1622 | 0.0444 | 0.1621 | 0.1621 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.5.1+cu124
- Datasets 3.3.1
- Tokenizers 0.21.0