flan-t5-rouge-squad-qg-test-08
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: 1.3083
- Rouge1: 0.1189
- Rouge2: 0.0
- Rougel: 0.1189
- Rougelsum: 0.1188
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: 0.8
- 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 | 58.3588 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 60.1952 | 2.0 | 2 | 93.9184 | 0.0 | 0.0 | 0.0 | 0.0 |
| 99.9782 | 3.0 | 3 | 452.2027 | 0.0 | 0.0 | 0.0 | 0.0 |
| 433.4892 | 4.0 | 4 | 351.2002 | 0.0 | 0.0 | 0.0 | 0.0 |
| 335.2377 | 5.0 | 5 | 79.4302 | 0.0232 | 0.0 | 0.0233 | 0.0234 |
| 69.9046 | 6.0 | 6 | 127.3996 | 0.0 | 0.0 | 0.0 | 0.0 |
| 127.7059 | 7.0 | 7 | 79.3658 | 0.0 | 0.0 | 0.0 | 0.0 |
| 66.8957 | 8.0 | 8 | 381.5165 | 0.0085 | 0.0 | 0.0085 | 0.0085 |
| 347.2716 | 9.0 | 9 | 646.8359 | 0.0 | 0.0 | 0.0 | 0.0 |
| 601.9658 | 10.0 | 10 | 396.9304 | 0.0 | 0.0 | 0.0 | 0.0 |
| 385.0443 | 11.0 | 11 | 88.5551 | 0.0032 | 0.0 | 0.0032 | 0.0032 |
| 83.8369 | 12.0 | 12 | 172.0182 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 200.9621 | 13.0 | 13 | 172.4089 | 0.0 | 0.0 | 0.0 | 0.0 |
| 214.3504 | 14.0 | 14 | 154.7082 | 0.0 | 0.0 | 0.0 | 0.0 |
| 180.8223 | 15.0 | 15 | 278.9406 | 0.0 | 0.0 | 0.0 | 0.0 |
| 278.347 | 16.0 | 16 | 490.9780 | 0.0 | 0.0 | 0.0 | 0.0 |
| 460.7508 | 17.0 | 17 | 548.7852 | 0.0 | 0.0 | 0.0 | 0.0 |
| 508.4126 | 18.0 | 18 | 388.3028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 371.3964 | 19.0 | 19 | 115.4051 | 0.0 | 0.0 | 0.0 | 0.0 |
| 105.4568 | 20.0 | 20 | 95.0789 | 0.0 | 0.0 | 0.0 | 0.0 |
| 108.343 | 21.0 | 21 | 386.4788 | 0.0232 | 0.0 | 0.0233 | 0.0234 |
| 407.0474 | 22.0 | 22 | 332.2014 | 0.0 | 0.0 | 0.0 | 0.0 |
| 365.9318 | 23.0 | 23 | 217.4932 | 0.0 | 0.0 | 0.0 | 0.0 |
| 231.9605 | 24.0 | 24 | 89.2156 | 0.0024 | 0.0 | 0.0024 | 0.0024 |
| 100.1504 | 25.0 | 25 | 108.6142 | 0.0 | 0.0 | 0.0 | 0.0 |
| 96.5978 | 26.0 | 26 | 304.8578 | 0.0019 | 0.0 | 0.0020 | 0.0019 |
| 279.3239 | 27.0 | 27 | 351.8167 | 0.0 | 0.0 | 0.0 | 0.0 |
| 325.8211 | 28.0 | 28 | 253.0221 | 0.0 | 0.0 | 0.0 | 0.0 |
| 232.9515 | 29.0 | 29 | 94.3044 | 0.0 | 0.0 | 0.0 | 0.0 |
| 79.3568 | 30.0 | 30 | 92.5807 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 114.4771 | 31.0 | 31 | 193.3736 | 0.0 | 0.0 | 0.0 | 0.0 |
| 198.1825 | 32.0 | 32 | 221.2757 | 0.0 | 0.0 | 0.0 | 0.0 |
| 207.1825 | 33.0 | 33 | 159.7420 | 0.0 | 0.0 | 0.0 | 0.0 |
| 164.8014 | 34.0 | 34 | 105.0513 | 0.0 | 0.0 | 0.0 | 0.0 |
| 97.6861 | 35.0 | 35 | 96.5696 | 0.0 | 0.0 | 0.0 | 0.0 |
| 101.4532 | 36.0 | 36 | 92.8226 | 0.0 | 0.0 | 0.0 | 0.0 |
| 93.0818 | 37.0 | 37 | 87.8666 | 0.0 | 0.0 | 0.0 | 0.0 |
| 94.2667 | 38.0 | 38 | 87.7774 | 0.0 | 0.0 | 0.0 | 0.0 |
| 91.5092 | 39.0 | 39 | 81.2463 | 0.0 | 0.0 | 0.0 | 0.0 |
| 83.3683 | 40.0 | 40 | 101.1298 | 0.0 | 0.0 | 0.0 | 0.0 |
| 120.9368 | 41.0 | 41 | 198.7286 | 0.0162 | 0.0 | 0.0162 | 0.0163 |
| 219.7581 | 42.0 | 42 | 223.0065 | 0.0 | 0.0 | 0.0 | 0.0 |
| 237.4585 | 43.0 | 43 | 252.9718 | 0.0112 | 0.0 | 0.0112 | 0.0109 |
| 242.2431 | 44.0 | 44 | 173.8441 | 0.0079 | 0.0 | 0.0079 | 0.0079 |
| 175.6499 | 45.0 | 45 | 131.3144 | 0.0 | 0.0 | 0.0 | 0.0 |
| 144.4433 | 46.0 | 46 | 41.3066 | 0.0 | 0.0 | 0.0 | 0.0 |
| 46.3492 | 47.0 | 47 | 92.1104 | 0.0 | 0.0 | 0.0 | 0.0 |
| 94.5327 | 48.0 | 48 | 83.9863 | 0.0 | 0.0 | 0.0 | 0.0 |
| 75.563 | 49.0 | 49 | 73.5104 | 0.0 | 0.0 | 0.0 | 0.0 |
| 70.5295 | 50.0 | 50 | 101.0254 | 0.0 | 0.0 | 0.0 | 0.0 |
| 116.0319 | 51.0 | 51 | 63.2708 | 0.0 | 0.0 | 0.0 | 0.0 |
| 95.442 | 52.0 | 52 | 110.7052 | 0.0 | 0.0 | 0.0 | 0.0 |
| 112.3192 | 53.0 | 53 | 64.9393 | 0.0 | 0.0 | 0.0 | 0.0 |
| 76.5288 | 54.0 | 54 | 65.8804 | 0.0 | 0.0 | 0.0 | 0.0 |
| 77.2162 | 55.0 | 55 | 70.4177 | 0.0 | 0.0 | 0.0 | 0.0 |
| 76.9387 | 56.0 | 56 | 81.5926 | 0.0097 | 0.0 | 0.0097 | 0.0096 |
| 97.6045 | 57.0 | 57 | 85.0957 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 104.4116 | 58.0 | 58 | 112.6977 | 0.0 | 0.0 | 0.0 | 0.0 |
| 124.8963 | 59.0 | 59 | 163.1481 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 167.3844 | 60.0 | 60 | 38.5339 | 0.0 | 0.0 | 0.0 | 0.0 |
| 58.9096 | 61.0 | 61 | 70.0259 | 0.0 | 0.0 | 0.0 | 0.0 |
| 87.4092 | 62.0 | 62 | 36.9454 | 0.0 | 0.0 | 0.0 | 0.0 |
| 43.5477 | 63.0 | 63 | 54.9138 | 0.0 | 0.0 | 0.0 | 0.0 |
| 70.5396 | 64.0 | 64 | 58.2474 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 84.9928 | 65.0 | 65 | 53.2045 | 0.0 | 0.0 | 0.0 | 0.0 |
| 61.8106 | 66.0 | 66 | 26.0060 | 0.0 | 0.0 | 0.0 | 0.0 |
| 35.0682 | 67.0 | 67 | 51.7031 | 0.0 | 0.0 | 0.0 | 0.0 |
| 60.136 | 68.0 | 68 | 37.9245 | 0.0 | 0.0 | 0.0 | 0.0 |
| 49.1767 | 69.0 | 69 | 43.0088 | 0.0 | 0.0 | 0.0 | 0.0 |
| 46.2205 | 70.0 | 70 | 33.1883 | 0.0 | 0.0 | 0.0 | 0.0 |
| 40.7051 | 71.0 | 71 | 32.8073 | 0.0 | 0.0 | 0.0 | 0.0 |
| 49.8391 | 72.0 | 72 | 69.3675 | 0.0517 | 0.0 | 0.0518 | 0.0521 |
| 79.3203 | 73.0 | 73 | 40.0489 | 0.0191 | 0.0 | 0.0191 | 0.0192 |
| 61.6406 | 74.0 | 74 | 31.8140 | 0.0 | 0.0 | 0.0 | 0.0 |
| 41.9534 | 75.0 | 75 | 28.0789 | 0.0 | 0.0 | 0.0 | 0.0 |
| 48.2708 | 76.0 | 76 | 33.7648 | 0.0 | 0.0 | 0.0 | 0.0 |
| 45.4353 | 77.0 | 77 | 31.6623 | 0.0 | 0.0 | 0.0 | 0.0 |
| 41.0865 | 78.0 | 78 | 157.5538 | 0.0024 | 0.0 | 0.0024 | 0.0024 |
| 151.8947 | 79.0 | 79 | 252.4817 | 0.0 | 0.0 | 0.0 | 0.0 |
| 253.4981 | 80.0 | 80 | 145.0389 | 0.0313 | 0.0 | 0.0313 | 0.0313 |
| 147.7657 | 81.0 | 81 | 125.3299 | 0.0009 | 0.0 | 0.0008 | 0.0009 |
| 123.1012 | 82.0 | 82 | 169.8811 | 0.0 | 0.0 | 0.0 | 0.0 |
| 170.5851 | 83.0 | 83 | 143.1501 | 0.0016 | 0.0 | 0.0017 | 0.0017 |
| 149.8688 | 84.0 | 84 | 70.5212 | 0.0 | 0.0 | 0.0 | 0.0 |
| 84.1258 | 85.0 | 85 | 127.3032 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 143.1443 | 86.0 | 86 | 44.6488 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 71.9802 | 87.0 | 87 | 66.6116 | 0.0 | 0.0 | 0.0 | 0.0 |
| 73.6939 | 88.0 | 88 | 72.7184 | 0.0 | 0.0 | 0.0 | 0.0 |
| 73.0064 | 89.0 | 89 | 54.7080 | 0.0 | 0.0 | 0.0 | 0.0 |
| 55.5089 | 90.0 | 90 | 173.2664 | 0.0 | 0.0 | 0.0 | 0.0 |
| 191.6967 | 91.0 | 91 | 248.3145 | 0.0 | 0.0 | 0.0 | 0.0 |
| 274.064 | 92.0 | 92 | 266.5201 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 271.3323 | 93.0 | 93 | 327.0865 | 0.0 | 0.0 | 0.0 | 0.0 |
| 327.5332 | 94.0 | 94 | 253.5327 | 0.0 | 0.0 | 0.0 | 0.0 |
| 248.9381 | 95.0 | 95 | 163.0488 | 0.0034 | 0.0 | 0.0034 | 0.0034 |
| 166.5811 | 96.0 | 96 | 110.8449 | 0.0046 | 0.0 | 0.0046 | 0.0046 |
| 127.7738 | 97.0 | 97 | 116.7087 | 0.0012 | 0.0 | 0.0012 | 0.0012 |
| 118.0758 | 98.0 | 98 | 124.9278 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 135.6046 | 99.0 | 99 | 87.6149 | 0.0 | 0.0 | 0.0 | 0.0 |
| 99.264 | 100.0 | 100 | 144.9551 | 0.0 | 0.0 | 0.0 | 0.0 |
| 145.1328 | 101.0 | 101 | 78.3277 | 0.0 | 0.0 | 0.0 | 0.0 |
| 87.453 | 102.0 | 102 | 45.7118 | 0.0 | 0.0 | 0.0 | 0.0 |
| 62.0017 | 103.0 | 103 | 46.5732 | 0.0 | 0.0 | 0.0 | 0.0 |
| 60.5887 | 104.0 | 104 | 44.5983 | 0.0 | 0.0 | 0.0 | 0.0 |
| 52.823 | 105.0 | 105 | 36.6552 | 0.0 | 0.0 | 0.0 | 0.0 |
| 60.8782 | 106.0 | 106 | 25.2165 | 0.0 | 0.0 | 0.0 | 0.0 |
| 37.5672 | 107.0 | 107 | 59.9794 | 0.0 | 0.0 | 0.0 | 0.0 |
| 79.0046 | 108.0 | 108 | 43.3584 | 0.0029 | 0.0 | 0.0028 | 0.0029 |
| 63.1651 | 109.0 | 109 | 84.0638 | 0.0 | 0.0 | 0.0 | 0.0 |
| 84.0241 | 110.0 | 110 | 27.6737 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.245 | 111.0 | 111 | 94.6583 | 0.0 | 0.0 | 0.0 | 0.0 |
| 106.0034 | 112.0 | 112 | 59.1572 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 76.1623 | 113.0 | 113 | 36.7226 | 0.0 | 0.0 | 0.0 | 0.0 |
| 47.0523 | 114.0 | 114 | 36.3926 | 0.0 | 0.0 | 0.0 | 0.0 |
| 38.1943 | 115.0 | 115 | 34.2190 | 0.0 | 0.0 | 0.0 | 0.0 |
| 48.3057 | 116.0 | 116 | 26.3204 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36.4173 | 117.0 | 117 | 35.9955 | 0.0 | 0.0 | 0.0 | 0.0 |
| 40.3055 | 118.0 | 118 | 59.3538 | 0.0 | 0.0 | 0.0 | 0.0 |
| 68.2193 | 119.0 | 119 | 39.4673 | 0.0 | 0.0 | 0.0 | 0.0 |
| 43.5502 | 120.0 | 120 | 24.7021 | 0.0 | 0.0 | 0.0 | 0.0 |
| 37.9617 | 121.0 | 121 | 22.7974 | 0.0 | 0.0 | 0.0 | 0.0 |
| 31.0605 | 122.0 | 122 | 40.1980 | 0.0085 | 0.0 | 0.0085 | 0.0085 |
| 50.8397 | 123.0 | 123 | 35.9516 | 0.0058 | 0.0 | 0.0058 | 0.0058 |
| 49.5407 | 124.0 | 124 | 22.9357 | 0.0 | 0.0 | 0.0 | 0.0 |
| 29.2269 | 125.0 | 125 | 44.4940 | 0.0 | 0.0 | 0.0 | 0.0 |
| 50.5144 | 126.0 | 126 | 34.3482 | 0.0 | 0.0 | 0.0 | 0.0 |
| 38.5186 | 127.0 | 127 | 32.2846 | 0.0 | 0.0 | 0.0 | 0.0 |
| 38.0462 | 128.0 | 128 | 24.5242 | 0.0 | 0.0 | 0.0 | 0.0 |
| 30.7786 | 129.0 | 129 | 46.3323 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 56.4115 | 130.0 | 130 | 82.8570 | 0.0013 | 0.0 | 0.0013 | 0.0013 |
| 85.3404 | 131.0 | 131 | 37.1776 | 0.0034 | 0.0 | 0.0034 | 0.0034 |
| 41.9381 | 132.0 | 132 | 118.6035 | 0.0 | 0.0 | 0.0 | 0.0 |
| 129.085 | 133.0 | 133 | 189.1968 | 0.0118 | 0.0 | 0.0119 | 0.0121 |
| 204.4038 | 134.0 | 134 | 100.5237 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 121.1639 | 135.0 | 135 | 32.9180 | 0.0 | 0.0 | 0.0 | 0.0 |
| 35.3552 | 136.0 | 136 | 34.0076 | 0.0 | 0.0 | 0.0 | 0.0 |
| 34.8796 | 137.0 | 137 | 23.1043 | 0.0 | 0.0 | 0.0 | 0.0 |
| 28.0591 | 138.0 | 138 | 39.0555 | 0.0 | 0.0 | 0.0 | 0.0 |
| 56.0942 | 139.0 | 139 | 19.9691 | 0.0 | 0.0 | 0.0 | 0.0 |
| 27.6919 | 140.0 | 140 | 62.4610 | 0.0 | 0.0 | 0.0 | 0.0 |
| 64.3723 | 141.0 | 141 | 57.4028 | 0.0 | 0.0 | 0.0 | 0.0 |
| 61.1723 | 142.0 | 142 | 24.7648 | 0.0 | 0.0 | 0.0 | 0.0 |
| 26.3156 | 143.0 | 143 | 80.0292 | 0.0 | 0.0 | 0.0 | 0.0 |
| 97.865 | 144.0 | 144 | 91.8159 | 0.0232 | 0.0 | 0.0233 | 0.0234 |
| 112.3175 | 145.0 | 145 | 32.4044 | 0.0 | 0.0 | 0.0 | 0.0 |
| 47.1987 | 146.0 | 146 | 66.9166 | 0.0 | 0.0 | 0.0 | 0.0 |
| 75.4817 | 147.0 | 147 | 53.6355 | 0.0 | 0.0 | 0.0 | 0.0 |
| 62.5755 | 148.0 | 148 | 46.5808 | 0.0 | 0.0 | 0.0 | 0.0 |
| 49.3201 | 149.0 | 149 | 35.8959 | 0.0 | 0.0 | 0.0 | 0.0 |
| 51.1132 | 150.0 | 150 | 129.0485 | 0.0 | 0.0 | 0.0 | 0.0 |
| 155.3889 | 151.0 | 151 | 106.3227 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 126.8892 | 152.0 | 152 | 27.6459 | 0.0 | 0.0 | 0.0 | 0.0 |
| 38.0284 | 153.0 | 153 | 41.5918 | 0.0 | 0.0 | 0.0 | 0.0 |
| 53.6177 | 154.0 | 154 | 62.5428 | 0.0008 | 0.0 | 0.0008 | 0.0008 |
| 66.8206 | 155.0 | 155 | 51.0545 | 0.0 | 0.0 | 0.0 | 0.0 |
| 51.2717 | 156.0 | 156 | 45.4021 | 0.0 | 0.0 | 0.0 | 0.0 |
| 44.0437 | 157.0 | 157 | 35.9663 | 0.0 | 0.0 | 0.0 | 0.0 |
| 37.8492 | 158.0 | 158 | 27.1398 | 0.0 | 0.0 | 0.0 | 0.0 |
| 35.7279 | 159.0 | 159 | 25.0771 | 0.0 | 0.0 | 0.0 | 0.0 |
| 34.2535 | 160.0 | 160 | 21.6961 | 0.0 | 0.0 | 0.0 | 0.0 |
| 28.9676 | 161.0 | 161 | 27.3079 | 0.0 | 0.0 | 0.0 | 0.0 |
| 51.1172 | 162.0 | 162 | 28.3878 | 0.0 | 0.0 | 0.0 | 0.0 |
| 36.0469 | 163.0 | 163 | 27.7861 | 0.0 | 0.0 | 0.0 | 0.0 |
| 33.5175 | 164.0 | 164 | 32.9411 | 0.0 | 0.0 | 0.0 | 0.0 |
| 35.2031 | 165.0 | 165 | 28.7112 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.032 | 166.0 | 166 | 21.4621 | 0.0 | 0.0 | 0.0 | 0.0 |
| 25.5711 | 167.0 | 167 | 74.6398 | 0.0 | 0.0 | 0.0 | 0.0 |
| 88.0986 | 168.0 | 168 | 67.5522 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 77.2959 | 169.0 | 169 | 79.9180 | 0.0009 | 0.0 | 0.0009 | 0.0009 |
| 84.877 | 170.0 | 170 | 30.4788 | 0.0 | 0.0 | 0.0 | 0.0 |
| 42.0929 | 171.0 | 171 | 27.4174 | 0.0 | 0.0 | 0.0 | 0.0 |
| 33.3758 | 172.0 | 172 | 28.7470 | 0.0 | 0.0 | 0.0 | 0.0 |
| 30.6812 | 173.0 | 173 | 39.8943 | 0.0 | 0.0 | 0.0 | 0.0 |
| 53.9923 | 174.0 | 174 | 24.1723 | 0.0 | 0.0 | 0.0 | 0.0 |
| 33.5513 | 175.0 | 175 | 30.5040 | 0.0 | 0.0 | 0.0 | 0.0 |
| 37.6988 | 176.0 | 176 | 50.4452 | 0.0037 | 0.0 | 0.0037 | 0.0037 |
| 57.2147 | 177.0 | 177 | 35.1817 | 0.0 | 0.0 | 0.0 | 0.0 |
| 38.0296 | 178.0 | 178 | 26.4485 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.1028 | 179.0 | 179 | 20.8642 | 0.0 | 0.0 | 0.0 | 0.0 |
| 26.9186 | 180.0 | 180 | 18.8801 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.4421 | 181.0 | 181 | 26.9570 | 0.0 | 0.0 | 0.0 | 0.0 |
| 32.3532 | 182.0 | 182 | 22.3920 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.7072 | 183.0 | 183 | 24.5755 | 0.0 | 0.0 | 0.0 | 0.0 |
| 38.7167 | 184.0 | 184 | 19.2118 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.3497 | 185.0 | 185 | 29.1232 | 0.0 | 0.0 | 0.0 | 0.0 |
| 27.7393 | 186.0 | 186 | 27.2138 | 0.0 | 0.0 | 0.0 | 0.0 |
| 26.5831 | 187.0 | 187 | 19.6391 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.837 | 188.0 | 188 | 19.0287 | 0.0112 | 0.0 | 0.0113 | 0.0112 |
| 32.753 | 189.0 | 189 | 17.6062 | 0.0 | 0.0 | 0.0 | 0.0 |
| 25.3142 | 190.0 | 190 | 22.2893 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.6404 | 191.0 | 191 | 21.3691 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.673 | 192.0 | 192 | 16.0322 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.7711 | 193.0 | 193 | 11.9144 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.4624 | 194.0 | 194 | 16.2933 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.1153 | 195.0 | 195 | 13.7087 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.1275 | 196.0 | 196 | 63.4631 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 71.4951 | 197.0 | 197 | 32.3450 | 0.0 | 0.0 | 0.0 | 0.0 |
| 50.007 | 198.0 | 198 | 14.6208 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.4771 | 199.0 | 199 | 16.5682 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.4843 | 200.0 | 200 | 15.6496 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.1941 | 201.0 | 201 | 12.9318 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.1036 | 202.0 | 202 | 33.3847 | 0.0008 | 0.0 | 0.0008 | 0.0008 |
| 35.4809 | 203.0 | 203 | 34.9088 | 0.0 | 0.0 | 0.0 | 0.0 |
| 40.2907 | 204.0 | 204 | 30.7930 | 0.0 | 0.0 | 0.0 | 0.0 |
| 42.9994 | 205.0 | 205 | 16.1533 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.2696 | 206.0 | 206 | 14.0188 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.7181 | 207.0 | 207 | 14.3148 | 0.0083 | 0.0 | 0.0083 | 0.0084 |
| 18.4829 | 208.0 | 208 | 17.5313 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.8826 | 209.0 | 209 | 19.7362 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.4326 | 210.0 | 210 | 16.7260 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.9311 | 211.0 | 211 | 15.7372 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.0111 | 212.0 | 212 | 34.5431 | 0.0534 | 0.0 | 0.0535 | 0.0536 |
| 38.1936 | 213.0 | 213 | 13.9301 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.8979 | 214.0 | 214 | 15.9670 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.3439 | 215.0 | 215 | 13.8027 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.5261 | 216.0 | 216 | 23.4075 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.0707 | 217.0 | 217 | 22.7548 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.1023 | 218.0 | 218 | 15.6802 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.139 | 219.0 | 219 | 39.0241 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 49.2142 | 220.0 | 220 | 52.9862 | 0.0 | 0.0 | 0.0 | 0.0 |
| 64.8019 | 221.0 | 221 | 18.2633 | 0.0034 | 0.0 | 0.0034 | 0.0034 |
| 25.9926 | 222.0 | 222 | 23.4951 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.7397 | 223.0 | 223 | 23.9274 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.8384 | 224.0 | 224 | 18.5969 | 0.0 | 0.0 | 0.0 | 0.0 |
| 21.4975 | 225.0 | 225 | 13.9917 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.9053 | 226.0 | 226 | 14.7194 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.4605 | 227.0 | 227 | 15.2290 | 0.0138 | 0.0 | 0.0139 | 0.0138 |
| 21.1351 | 228.0 | 228 | 13.2109 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.8827 | 229.0 | 229 | 13.2376 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.1018 | 230.0 | 230 | 13.9505 | 0.0112 | 0.0 | 0.0112 | 0.0111 |
| 19.3227 | 231.0 | 231 | 13.0529 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.0633 | 232.0 | 232 | 15.3890 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.9447 | 233.0 | 233 | 11.5671 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.4067 | 234.0 | 234 | 12.5962 | 0.1191 | 0.0 | 0.1192 | 0.1192 |
| 21.378 | 235.0 | 235 | 14.3602 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.5025 | 236.0 | 236 | 14.7088 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.6438 | 237.0 | 237 | 15.4088 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.8574 | 238.0 | 238 | 14.5312 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.3446 | 239.0 | 239 | 13.2921 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.7011 | 240.0 | 240 | 12.2332 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.5275 | 241.0 | 241 | 19.3758 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.7279 | 242.0 | 242 | 22.2332 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.791 | 243.0 | 243 | 18.2728 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.5814 | 244.0 | 244 | 13.7466 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.4176 | 245.0 | 245 | 14.2387 | 0.0 | 0.0 | 0.0 | 0.0 |
| 22.3709 | 246.0 | 246 | 15.0524 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.3793 | 247.0 | 247 | 12.9086 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.9115 | 248.0 | 248 | 11.7602 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.2174 | 249.0 | 249 | 10.4353 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.8589 | 250.0 | 250 | 25.4885 | 0.0 | 0.0 | 0.0 | 0.0 |
| 31.8309 | 251.0 | 251 | 26.8900 | 0.0 | 0.0 | 0.0 | 0.0 |
| 31.7025 | 252.0 | 252 | 17.8278 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.0906 | 253.0 | 253 | 15.1869 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.8986 | 254.0 | 254 | 13.3149 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.8799 | 255.0 | 255 | 15.1064 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.5037 | 256.0 | 256 | 14.9228 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.5622 | 257.0 | 257 | 12.7102 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.1778 | 258.0 | 258 | 11.0979 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.2562 | 259.0 | 259 | 8.8884 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.1098 | 260.0 | 260 | 15.5915 | 0.0024 | 0.0 | 0.0024 | 0.0024 |
| 19.6052 | 261.0 | 261 | 10.9499 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.2139 | 262.0 | 262 | 10.3672 | 0.0784 | 0.0 | 0.0789 | 0.0788 |
| 14.369 | 263.0 | 263 | 11.1529 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.582 | 264.0 | 264 | 9.8996 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.3278 | 265.0 | 265 | 9.5936 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.3276 | 266.0 | 266 | 8.8215 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.6963 | 267.0 | 267 | 7.9921 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.9052 | 268.0 | 268 | 9.0224 | 0.0030 | 0.0 | 0.0030 | 0.0031 |
| 12.7022 | 269.0 | 269 | 7.3174 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.5751 | 270.0 | 270 | 7.5036 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.998 | 271.0 | 271 | 6.7072 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.0576 | 272.0 | 272 | 11.0404 | 0.0037 | 0.0 | 0.0036 | 0.0036 |
| 13.5579 | 273.0 | 273 | 9.9731 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.7833 | 274.0 | 274 | 6.5196 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 10.2578 | 275.0 | 275 | 6.5183 | 0.0151 | 0.0 | 0.0155 | 0.0154 |
| 8.3458 | 276.0 | 276 | 16.5246 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.9344 | 277.0 | 277 | 13.3226 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.9307 | 278.0 | 278 | 8.5751 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.8058 | 279.0 | 279 | 17.9811 | 0.0 | 0.0 | 0.0 | 0.0 |
| 24.6478 | 280.0 | 280 | 22.1556 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 30.0199 | 281.0 | 281 | 9.1941 | 0.0186 | 0.0 | 0.0187 | 0.0187 |
| 12.7042 | 282.0 | 282 | 13.9706 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.5983 | 283.0 | 283 | 14.4064 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.5838 | 284.0 | 284 | 11.2517 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.3905 | 285.0 | 285 | 10.3038 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.8202 | 286.0 | 286 | 8.7131 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.8797 | 287.0 | 287 | 10.0787 | 0.0911 | 0.0 | 0.0913 | 0.0914 |
| 11.6049 | 288.0 | 288 | 31.4302 | 0.0016 | 0.0 | 0.0016 | 0.0016 |
| 36.2101 | 289.0 | 289 | 18.6676 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.9456 | 290.0 | 290 | 19.3710 | 0.0 | 0.0 | 0.0 | 0.0 |
| 23.3128 | 291.0 | 291 | 14.7941 | 0.0911 | 0.0 | 0.0913 | 0.0914 |
| 15.1178 | 292.0 | 292 | 9.9528 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.9403 | 293.0 | 293 | 8.6378 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.8753 | 294.0 | 294 | 8.8026 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.8274 | 295.0 | 295 | 7.7750 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.9832 | 296.0 | 296 | 11.0183 | 0.0066 | 0.0 | 0.0066 | 0.0066 |
| 17.2824 | 297.0 | 297 | 11.2241 | 0.0139 | 0.0 | 0.0140 | 0.0139 |
| 17.2033 | 298.0 | 298 | 7.4218 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.1318 | 299.0 | 299 | 10.4822 | 0.0034 | 0.0 | 0.0034 | 0.0034 |
| 11.5476 | 300.0 | 300 | 9.6319 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.0461 | 301.0 | 301 | 9.8586 | 0.0 | 0.0 | 0.0 | 0.0 |
| 14.0984 | 302.0 | 302 | 11.2333 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 19.1527 | 303.0 | 303 | 10.6799 | 0.0007 | 0.0 | 0.0007 | 0.0007 |
| 13.8976 | 304.0 | 304 | 11.6803 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.0896 | 305.0 | 305 | 12.1817 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.5395 | 306.0 | 306 | 10.6617 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.4265 | 307.0 | 307 | 11.3243 | 0.0058 | 0.0 | 0.0057 | 0.0056 |
| 13.1645 | 308.0 | 308 | 9.5753 | 0.0024 | 0.0 | 0.0024 | 0.0023 |
| 11.9336 | 309.0 | 309 | 9.2462 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 13.1631 | 310.0 | 310 | 8.6403 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.2258 | 311.0 | 311 | 9.6999 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.24 | 312.0 | 312 | 7.3184 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.9419 | 313.0 | 313 | 11.2891 | 0.0 | 0.0 | 0.0 | 0.0 |
| 19.3824 | 314.0 | 314 | 15.0466 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 22.7239 | 315.0 | 315 | 10.1359 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.7422 | 316.0 | 316 | 9.4389 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.535 | 317.0 | 317 | 8.9606 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.6089 | 318.0 | 318 | 7.9692 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.1699 | 319.0 | 319 | 8.0319 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.6683 | 320.0 | 320 | 10.3050 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.3957 | 321.0 | 321 | 10.9663 | 0.0 | 0.0 | 0.0 | 0.0 |
| 13.3503 | 322.0 | 322 | 7.2477 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.5306 | 323.0 | 323 | 8.1387 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.7283 | 324.0 | 324 | 8.0679 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.097 | 325.0 | 325 | 7.7827 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.2471 | 326.0 | 326 | 9.0440 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.5036 | 327.0 | 327 | 8.3674 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.4209 | 328.0 | 328 | 7.0946 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.9611 | 329.0 | 329 | 6.2292 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.6984 | 330.0 | 330 | 4.9149 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 6.2955 | 331.0 | 331 | 4.1649 | 0.1287 | 0.0 | 0.1287 | 0.1286 |
| 5.6033 | 332.0 | 332 | 17.3257 | 0.0 | 0.0 | 0.0 | 0.0 |
| 20.5913 | 333.0 | 333 | 12.0707 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.4995 | 334.0 | 334 | 11.7599 | 0.0 | 0.0 | 0.0 | 0.0 |
| 16.1351 | 335.0 | 335 | 15.2974 | 0.0 | 0.0 | 0.0 | 0.0 |
| 17.6017 | 336.0 | 336 | 7.3225 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.4697 | 337.0 | 337 | 7.9413 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.5878 | 338.0 | 338 | 9.1868 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 11.4315 | 339.0 | 339 | 9.6790 | 0.0 | 0.0 | 0.0 | 0.0 |
| 11.2563 | 340.0 | 340 | 8.7113 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.2926 | 341.0 | 341 | 6.4983 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.1689 | 342.0 | 342 | 9.0896 | 0.0 | 0.0 | 0.0 | 0.0 |
| 15.3217 | 343.0 | 343 | 10.2682 | 0.0 | 0.0 | 0.0 | 0.0 |
| 18.5009 | 344.0 | 344 | 7.1578 | 0.0152 | 0.0 | 0.0152 | 0.0153 |
| 11.6696 | 345.0 | 345 | 6.0977 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.9696 | 346.0 | 346 | 8.7150 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.2435 | 347.0 | 347 | 8.0923 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.509 | 348.0 | 348 | 7.2370 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 8.8937 | 349.0 | 349 | 7.2544 | 0.0177 | 0.0 | 0.0178 | 0.0178 |
| 8.8821 | 350.0 | 350 | 7.1394 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.3284 | 351.0 | 351 | 7.8699 | 0.0068 | 0.0 | 0.0068 | 0.0068 |
| 8.383 | 352.0 | 352 | 7.1342 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.1341 | 353.0 | 353 | 9.2541 | 0.0 | 0.0 | 0.0 | 0.0 |
| 12.5112 | 354.0 | 354 | 7.6283 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.0669 | 355.0 | 355 | 5.9387 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.0375 | 356.0 | 356 | 4.6903 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 6.2769 | 357.0 | 357 | 6.4864 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.6905 | 358.0 | 358 | 5.1522 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.2729 | 359.0 | 359 | 4.8962 | 0.0232 | 0.0 | 0.0233 | 0.0234 |
| 7.7385 | 360.0 | 360 | 5.2598 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.9688 | 361.0 | 361 | 6.1442 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.3924 | 362.0 | 362 | 5.3590 | 0.0269 | 0.0018 | 0.0270 | 0.0273 |
| 7.0671 | 363.0 | 363 | 7.0226 | 0.0 | 0.0 | 0.0 | 0.0 |
| 9.19 | 364.0 | 364 | 6.9843 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.395 | 365.0 | 365 | 5.6303 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.9607 | 366.0 | 366 | 5.3667 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.6004 | 367.0 | 367 | 5.7531 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.4166 | 368.0 | 368 | 5.6923 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.5551 | 369.0 | 369 | 5.4505 | 0.0771 | 0.0 | 0.0772 | 0.0775 |
| 7.3361 | 370.0 | 370 | 4.5063 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 6.26 | 371.0 | 371 | 4.8696 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.3728 | 372.0 | 372 | 5.7901 | 0.0085 | 0.0 | 0.0085 | 0.0085 |
| 8.7902 | 373.0 | 373 | 5.0825 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.6434 | 374.0 | 374 | 5.8519 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 7.9732 | 375.0 | 375 | 5.5866 | 0.0004 | 0.0 | 0.0004 | 0.0004 |
| 7.0869 | 376.0 | 376 | 5.6343 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.4132 | 377.0 | 377 | 5.5635 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.8459 | 378.0 | 378 | 5.7277 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.3 | 379.0 | 379 | 5.5036 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.5516 | 380.0 | 380 | 5.0009 | 0.0 | 0.0 | 0.0 | 0.0 |
| 7.6447 | 381.0 | 381 | 3.9578 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.8646 | 382.0 | 382 | 5.3158 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.2502 | 383.0 | 383 | 4.0575 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 5.3028 | 384.0 | 384 | 4.7839 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.392 | 385.0 | 385 | 4.7017 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.6009 | 386.0 | 386 | 4.0647 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2721 | 387.0 | 387 | 4.2225 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.9335 | 388.0 | 388 | 4.1926 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2139 | 389.0 | 389 | 3.8022 | 0.0517 | 0.0 | 0.0518 | 0.0521 |
| 4.8324 | 390.0 | 390 | 4.6188 | 0.0054 | 0.0 | 0.0054 | 0.0054 |
| 5.1997 | 391.0 | 391 | 4.4771 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 5.0492 | 392.0 | 392 | 3.9861 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8486 | 393.0 | 393 | 3.8076 | 0.0215 | 0.0 | 0.0217 | 0.0217 |
| 4.4996 | 394.0 | 394 | 3.7844 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.579 | 395.0 | 395 | 4.0475 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.8463 | 396.0 | 396 | 3.3735 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 4.4607 | 397.0 | 397 | 4.2410 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.7143 | 398.0 | 398 | 3.4203 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.1924 | 399.0 | 399 | 3.1722 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.923 | 400.0 | 400 | 3.1979 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 4.3841 | 401.0 | 401 | 3.6678 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 5.0595 | 402.0 | 402 | 3.5254 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.7385 | 403.0 | 403 | 4.8675 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.9159 | 404.0 | 404 | 5.7289 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8.0848 | 405.0 | 405 | 4.3307 | 0.0019 | 0.0 | 0.0018 | 0.0019 |
| 5.6793 | 406.0 | 406 | 4.2584 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2043 | 407.0 | 407 | 4.9736 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.3562 | 408.0 | 408 | 4.9236 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.2543 | 409.0 | 409 | 5.2622 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.1989 | 410.0 | 410 | 4.2794 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.6229 | 411.0 | 411 | 3.6370 | 0.1194 | 0.0 | 0.1194 | 0.1194 |
| 4.7939 | 412.0 | 412 | 3.9255 | 0.0646 | 0.0 | 0.0645 | 0.0645 |
| 5.6794 | 413.0 | 413 | 3.7287 | 0.0750 | 0.0084 | 0.0747 | 0.0747 |
| 4.9046 | 414.0 | 414 | 3.4862 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.152 | 415.0 | 415 | 3.0705 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.749 | 416.0 | 416 | 3.9578 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.4107 | 417.0 | 417 | 3.5991 | 0.0031 | 0.0 | 0.0031 | 0.0031 |
| 4.54 | 418.0 | 418 | 3.5137 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.3154 | 419.0 | 419 | 2.7792 | 0.0585 | 0.0 | 0.0584 | 0.0584 |
| 3.7832 | 420.0 | 420 | 4.1830 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.1098 | 421.0 | 421 | 3.2299 | 0.0075 | 0.0 | 0.0074 | 0.0074 |
| 4.1359 | 422.0 | 422 | 3.0466 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6796 | 423.0 | 423 | 3.8789 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.3422 | 424.0 | 424 | 3.8436 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.441 | 425.0 | 425 | 3.5893 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.5406 | 426.0 | 426 | 2.8175 | 0.1074 | 0.0 | 0.1074 | 0.1073 |
| 3.7353 | 427.0 | 427 | 3.3427 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5769 | 428.0 | 428 | 2.9795 | 0.0652 | 0.0 | 0.0647 | 0.0646 |
| 3.5165 | 429.0 | 429 | 2.6424 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 3.0512 | 430.0 | 430 | 3.1119 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.4932 | 431.0 | 431 | 3.5085 | 0.0009 | 0.0 | 0.0009 | 0.0009 |
| 3.8484 | 432.0 | 432 | 12.4446 | 0.0009 | 0.0 | 0.0009 | 0.0009 |
| 13.3529 | 433.0 | 433 | 6.9813 | 0.0 | 0.0 | 0.0 | 0.0 |
| 10.033 | 434.0 | 434 | 4.0423 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6.3754 | 435.0 | 435 | 3.7890 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5.6476 | 436.0 | 436 | 3.4071 | 0.0041 | 0.0 | 0.0042 | 0.0042 |
| 4.2 | 437.0 | 437 | 4.1430 | 0.0014 | 0.0 | 0.0013 | 0.0014 |
| 4.6937 | 438.0 | 438 | 3.3552 | 0.0034 | 0.0 | 0.0034 | 0.0034 |
| 3.8484 | 439.0 | 439 | 2.7910 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.5287 | 440.0 | 440 | 2.9142 | 0.0017 | 0.0 | 0.0019 | 0.0019 |
| 3.4875 | 441.0 | 441 | 3.3059 | 0.0232 | 0.0 | 0.0233 | 0.0234 |
| 4.2793 | 442.0 | 442 | 3.2690 | 0.0088 | 0.0 | 0.0085 | 0.0088 |
| 3.9122 | 443.0 | 443 | 3.3855 | 0.0037 | 0.0 | 0.0037 | 0.0037 |
| 3.8469 | 444.0 | 444 | 2.8381 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.7186 | 445.0 | 445 | 2.8302 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.8793 | 446.0 | 446 | 3.4053 | 0.0534 | 0.0 | 0.0535 | 0.0536 |
| 3.887 | 447.0 | 447 | 2.9395 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 3.7334 | 448.0 | 448 | 3.2268 | 0.0514 | 0.0 | 0.0512 | 0.0513 |
| 4.1921 | 449.0 | 449 | 2.9083 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6992 | 450.0 | 450 | 2.7579 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2269 | 451.0 | 451 | 2.5687 | 0.0818 | 0.0 | 0.0824 | 0.0824 |
| 3.0667 | 452.0 | 452 | 3.3895 | 0.0232 | 0.0 | 0.0233 | 0.0234 |
| 3.7564 | 453.0 | 453 | 2.8896 | 0.0067 | 0.0 | 0.0067 | 0.0067 |
| 3.6088 | 454.0 | 454 | 2.3765 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 2.9297 | 455.0 | 455 | 2.3515 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6306 | 456.0 | 456 | 2.1522 | 0.0594 | 0.0 | 0.0594 | 0.0594 |
| 2.6943 | 457.0 | 457 | 2.5494 | 0.0215 | 0.0 | 0.0217 | 0.0217 |
| 2.9321 | 458.0 | 458 | 2.0138 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 2.75 | 459.0 | 459 | 2.2027 | 0.0014 | 0.0 | 0.0014 | 0.0014 |
| 3.3195 | 460.0 | 460 | 1.8938 | 0.0667 | 0.0 | 0.0666 | 0.0667 |
| 2.532 | 461.0 | 461 | 3.0904 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.1188 | 462.0 | 462 | 3.6782 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.6365 | 463.0 | 463 | 2.8245 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.03 | 464.0 | 464 | 3.2324 | 0.0024 | 0.0 | 0.0024 | 0.0024 |
| 4.7674 | 465.0 | 465 | 2.6549 | 0.1027 | 0.0 | 0.1025 | 0.1025 |
| 3.6299 | 466.0 | 466 | 3.6768 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4.0913 | 467.0 | 467 | 3.9394 | 0.0534 | 0.0 | 0.0535 | 0.0536 |
| 3.8772 | 468.0 | 468 | 3.3045 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2984 | 469.0 | 469 | 2.5985 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 3.1382 | 470.0 | 470 | 2.6135 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3179 | 471.0 | 471 | 2.4607 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7436 | 472.0 | 472 | 2.9092 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.2061 | 473.0 | 473 | 2.0137 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 2.4177 | 474.0 | 474 | 1.9576 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.197 | 475.0 | 475 | 2.8583 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 2.8478 | 476.0 | 476 | 3.1375 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.3025 | 477.0 | 477 | 2.2122 | 0.0005 | 0.0 | 0.0005 | 0.0005 |
| 2.4186 | 478.0 | 478 | 2.2800 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 3.1209 | 479.0 | 479 | 2.7207 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.668 | 480.0 | 480 | 2.4615 | 0.0034 | 0.0 | 0.0035 | 0.0034 |
| 2.9688 | 481.0 | 481 | 2.5038 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0381 | 482.0 | 482 | 2.3369 | 0.0013 | 0.0 | 0.0013 | 0.0013 |
| 2.8924 | 483.0 | 483 | 2.6146 | 0.0008 | 0.0 | 0.0008 | 0.0008 |
| 3.0926 | 484.0 | 484 | 2.2657 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 2.4136 | 485.0 | 485 | 2.7460 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9602 | 486.0 | 486 | 2.6658 | 0.0162 | 0.0 | 0.0162 | 0.0163 |
| 3.0649 | 487.0 | 487 | 2.1838 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4304 | 488.0 | 488 | 2.0163 | 0.0617 | 0.0013 | 0.0618 | 0.0617 |
| 2.5009 | 489.0 | 489 | 2.3156 | 0.0088 | 0.0 | 0.0087 | 0.0088 |
| 2.5877 | 490.0 | 490 | 3.1705 | 0.0002 | 0.0 | 0.0002 | 0.0002 |
| 3.4607 | 491.0 | 491 | 2.4232 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 2.6668 | 492.0 | 492 | 1.9567 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 2.4762 | 493.0 | 493 | 2.3634 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.9865 | 494.0 | 494 | 2.3562 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0481 | 495.0 | 495 | 2.5583 | 0.0030 | 0.0 | 0.0031 | 0.0032 |
| 2.9917 | 496.0 | 496 | 2.2455 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.5772 | 497.0 | 497 | 2.5819 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.6823 | 498.0 | 498 | 2.6202 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.8646 | 499.0 | 499 | 2.1774 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 2.4633 | 500.0 | 500 | 1.8853 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 2.2125 | 501.0 | 501 | 1.6621 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.9099 | 502.0 | 502 | 1.9114 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3873 | 503.0 | 503 | 1.9544 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3551 | 504.0 | 504 | 2.0663 | 0.0094 | 0.0 | 0.0093 | 0.0093 |
| 2.3702 | 505.0 | 505 | 1.7521 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0754 | 506.0 | 506 | 1.6258 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7476 | 507.0 | 507 | 1.8618 | 0.0029 | 0.0 | 0.0028 | 0.0029 |
| 2.018 | 508.0 | 508 | 2.0432 | 0.0085 | 0.0 | 0.0085 | 0.0085 |
| 2.4317 | 509.0 | 509 | 1.6278 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 2.0054 | 510.0 | 510 | 1.8891 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 2.5731 | 511.0 | 511 | 1.8422 | 0.0534 | 0.0 | 0.0535 | 0.0536 |
| 2.0669 | 512.0 | 512 | 1.8747 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.911 | 513.0 | 513 | 1.6833 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.9302 | 514.0 | 514 | 1.8942 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0969 | 515.0 | 515 | 1.6999 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8122 | 516.0 | 516 | 1.7369 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8902 | 517.0 | 517 | 1.7333 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.7839 | 518.0 | 518 | 1.7713 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.9673 | 519.0 | 519 | 1.6076 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.8054 | 520.0 | 520 | 2.5085 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4775 | 521.0 | 521 | 2.5981 | 0.0016 | 0.0 | 0.0016 | 0.0016 |
| 2.4891 | 522.0 | 522 | 2.1390 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.0572 | 523.0 | 523 | 1.9225 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2283 | 524.0 | 524 | 7.4138 | 0.0024 | 0.0 | 0.0024 | 0.0024 |
| 7.5266 | 525.0 | 525 | 3.9890 | 0.0024 | 0.0 | 0.0024 | 0.0024 |
| 4.8189 | 526.0 | 526 | 2.1795 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4567 | 527.0 | 527 | 2.8058 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7049 | 528.0 | 528 | 3.1895 | 0.0035 | 0.0 | 0.0035 | 0.0035 |
| 3.0322 | 529.0 | 529 | 3.0875 | 0.0180 | 0.0 | 0.0178 | 0.0178 |
| 2.9843 | 530.0 | 530 | 2.3678 | 0.0682 | 0.0 | 0.0682 | 0.0681 |
| 2.2746 | 531.0 | 531 | 2.2004 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 2.3539 | 532.0 | 532 | 2.1328 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.3351 | 533.0 | 533 | 2.8533 | 0.0003 | 0.0 | 0.0003 | 0.0003 |
| 3.0338 | 534.0 | 534 | 2.9399 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3.0846 | 535.0 | 535 | 2.6939 | 0.0022 | 0.0 | 0.0022 | 0.0022 |
| 2.6765 | 536.0 | 536 | 2.1932 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2711 | 537.0 | 537 | 2.0104 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1568 | 538.0 | 538 | 2.3032 | 0.0013 | 0.0 | 0.0013 | 0.0013 |
| 2.7213 | 539.0 | 539 | 2.1234 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.4031 | 540.0 | 540 | 2.1395 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 2.1203 | 541.0 | 541 | 2.0140 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.9282 | 542.0 | 542 | 2.0600 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2787 | 543.0 | 543 | 2.2455 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.7883 | 544.0 | 544 | 1.8657 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.1647 | 545.0 | 545 | 1.9140 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 2.1179 | 546.0 | 546 | 1.9603 | 0.0215 | 0.0 | 0.0217 | 0.0217 |
| 2.0699 | 547.0 | 547 | 1.8976 | 0.0232 | 0.0 | 0.0233 | 0.0234 |
| 2.0812 | 548.0 | 548 | 1.9620 | 0.0326 | 0.0 | 0.0328 | 0.0329 |
| 2.3294 | 549.0 | 549 | 1.8512 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2.2245 | 550.0 | 550 | 1.8329 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.9775 | 551.0 | 551 | 1.9734 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.8859 | 552.0 | 552 | 1.8515 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.7961 | 553.0 | 553 | 1.6996 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.6941 | 554.0 | 554 | 1.8372 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.7519 | 555.0 | 555 | 1.7114 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.6678 | 556.0 | 556 | 1.5749 | 0.1056 | 0.0 | 0.1054 | 0.1052 |
| 1.6814 | 557.0 | 557 | 1.5917 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5652 | 558.0 | 558 | 1.7427 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5907 | 559.0 | 559 | 1.5698 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4555 | 560.0 | 560 | 1.6238 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.8149 | 561.0 | 561 | 1.5323 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.6433 | 562.0 | 562 | 1.8456 | 0.0216 | 0.0 | 0.0216 | 0.0215 |
| 1.6712 | 563.0 | 563 | 1.9874 | 0.0534 | 0.0 | 0.0535 | 0.0536 |
| 1.7469 | 564.0 | 564 | 1.6477 | 0.0534 | 0.0 | 0.0535 | 0.0536 |
| 1.5023 | 565.0 | 565 | 1.5320 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.6379 | 566.0 | 566 | 1.5319 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.6472 | 567.0 | 567 | 1.6145 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.5566 | 568.0 | 568 | 1.6154 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4856 | 569.0 | 569 | 1.5299 | 0.0078 | 0.0 | 0.0077 | 0.0077 |
| 1.4825 | 570.0 | 570 | 1.4925 | 0.0580 | 0.0 | 0.0580 | 0.0579 |
| 1.4415 | 571.0 | 571 | 1.5486 | 0.0021 | 0.0 | 0.0021 | 0.0021 |
| 1.4198 | 572.0 | 572 | 1.4320 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.3721 | 573.0 | 573 | 1.3928 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.4409 | 574.0 | 574 | 1.4562 | 0.0772 | 0.0 | 0.0771 | 0.0770 |
| 1.3924 | 575.0 | 575 | 1.5300 | 0.0229 | 0.0 | 0.0230 | 0.0231 |
| 1.4002 | 576.0 | 576 | 1.3968 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3082 | 577.0 | 577 | 1.3864 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.3758 | 578.0 | 578 | 1.3972 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3141 | 579.0 | 579 | 1.5269 | 0.0259 | 0.0 | 0.0258 | 0.0259 |
| 1.4466 | 580.0 | 580 | 1.4671 | 0.0229 | 0.0 | 0.0230 | 0.0231 |
| 1.4102 | 581.0 | 581 | 1.3958 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.3811 | 582.0 | 582 | 1.3800 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.3591 | 583.0 | 583 | 1.3812 | 0.1158 | 0.0 | 0.1155 | 0.1157 |
| 1.3147 | 584.0 | 584 | 1.4368 | 0.0901 | 0.0 | 0.0904 | 0.0904 |
| 1.3136 | 585.0 | 585 | 1.3766 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2775 | 586.0 | 586 | 1.3499 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2943 | 587.0 | 587 | 1.4265 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2861 | 588.0 | 588 | 1.3755 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.254 | 589.0 | 589 | 1.3537 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.3421 | 590.0 | 590 | 1.3406 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2574 | 591.0 | 591 | 1.6244 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.3884 | 592.0 | 592 | 1.6693 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.4236 | 593.0 | 593 | 1.4279 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2668 | 594.0 | 594 | 1.4010 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.3984 | 595.0 | 595 | 1.4057 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.4117 | 596.0 | 596 | 1.4702 | 0.0029 | 0.0 | 0.0029 | 0.0029 |
| 1.3521 | 597.0 | 597 | 1.4964 | 0.0891 | 0.0 | 0.0892 | 0.0894 |
| 1.3037 | 598.0 | 598 | 1.4425 | 0.0517 | 0.0 | 0.0518 | 0.0521 |
| 1.302 | 599.0 | 599 | 1.4139 | 0.0118 | 0.0 | 0.0118 | 0.0117 |
| 1.3323 | 600.0 | 600 | 1.3726 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2733 | 601.0 | 601 | 1.3963 | 0.0821 | 0.0 | 0.0821 | 0.0821 |
| 1.2653 | 602.0 | 602 | 1.3691 | 0.1256 | 0.0 | 0.1256 | 0.1254 |
| 1.2655 | 603.0 | 603 | 1.3229 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2525 | 604.0 | 604 | 1.3483 | 0.1057 | 0.0 | 0.1057 | 0.1057 |
| 1.2423 | 605.0 | 605 | 1.3644 | 0.0597 | 0.0 | 0.0597 | 0.0597 |
| 1.2265 | 606.0 | 606 | 1.3449 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2412 | 607.0 | 607 | 1.3321 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2492 | 608.0 | 608 | 1.3240 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2079 | 609.0 | 609 | 1.3552 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1.2197 | 610.0 | 610 | 1.3350 | 0.0974 | 0.0 | 0.0975 | 0.0977 |
| 1.2207 | 611.0 | 611 | 1.3158 | 0.1189 | 0.0 | 0.1189 | 0.1188 |
| 1.2 | 612.0 | 612 | 1.4113 | 0.1256 | 0.0 | 0.1256 | 0.1254 |
| 1.2508 | 613.0 | 613 | 1.4000 | 0.0821 | 0.0 | 0.0821 | 0.0821 |
| 1.2481 | 614.0 | 614 | 1.3097 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2098 | 615.0 | 615 | 1.3020 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.217 | 616.0 | 616 | 1.3156 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2289 | 617.0 | 617 | 1.3480 | 0.0749 | 0.0 | 0.0749 | 0.0746 |
| 1.2204 | 618.0 | 618 | 1.3465 | 0.1287 | 0.0 | 0.1286 | 0.1287 |
| 1.1996 | 619.0 | 619 | 1.3129 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2003 | 620.0 | 620 | 1.3211 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.2046 | 621.0 | 621 | 1.3381 | 0.0597 | 0.0 | 0.0597 | 0.0597 |
| 1.1939 | 622.0 | 622 | 1.3270 | 0.0890 | 0.0 | 0.0889 | 0.0890 |
| 1.187 | 623.0 | 623 | 1.3288 | 0.0951 | 0.0 | 0.0949 | 0.0951 |
| 1.2034 | 624.0 | 624 | 1.3093 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.197 | 625.0 | 625 | 1.3107 | 0.1129 | 0.0 | 0.1130 | 0.1128 |
| 1.1853 | 626.0 | 626 | 1.3308 | 0.0702 | 0.0 | 0.0703 | 0.0701 |
| 1.1903 | 627.0 | 627 | 1.3286 | 0.1116 | 0.0 | 0.1116 | 0.1115 |
| 1.194 | 628.0 | 628 | 1.3169 | 0.1129 | 0.0 | 0.1130 | 0.1128 |
| 1.1781 | 629.0 | 629 | 1.3205 | 0.1142 | 0.0 | 0.1142 | 0.1140 |
| 1.1824 | 630.0 | 630 | 1.3113 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.1865 | 631.0 | 631 | 1.3014 | 0.1328 | 0.0 | 0.1327 | 0.1327 |
| 1.1823 | 632.0 | 632 | 1.3077 | 0.1116 | 0.0 | 0.1116 | 0.1115 |
| 1.1778 | 633.0 | 633 | 1.3218 | 0.0658 | 0.0 | 0.0657 | 0.0657 |
| 1.1812 | 634.0 | 634 | 1.3190 | 0.0803 | 0.0 | 0.0801 | 0.0799 |
| 1.1826 | 635.0 | 635 | 1.3073 | 0.1129 | 0.0 | 0.1130 | 0.1128 |
| 1.1784 | 636.0 | 636 | 1.3036 | 0.1129 | 0.0 | 0.1130 | 0.1128 |
| 1.1777 | 637.0 | 637 | 1.3074 | 0.1129 | 0.0 | 0.1130 | 0.1128 |
| 1.1791 | 638.0 | 638 | 1.3098 | 0.1181 | 0.0 | 0.1179 | 0.1179 |
| 1.1757 | 639.0 | 639 | 1.3093 | 0.1181 | 0.0 | 0.1179 | 0.1179 |
| 1.1785 | 640.0 | 640 | 1.3083 | 0.1189 | 0.0 | 0.1189 | 0.1188 |
Framework versions
- Transformers 4.49.0
- Pytorch 2.5.1+cu124
- Datasets 3.3.2
- Tokenizers 0.21.0