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update model card README.md
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README.md
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@@ -14,7 +14,7 @@ should probably proofread and complete it, then remove this comment. -->
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This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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## Model description
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate:
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| No log | 1.0 | 62 |
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| No log | 2.0 | 124 | 39.
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| No log | 3.0 | 186 | 39.
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| No log | 4.0 | 248 | 38.
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| No log | 5.0 | 310 |
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| No log | 6.0 | 372 |
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| No log | 7.0 | 434 |
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| No log | 8.0 | 496 |
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| 10.
|
| 543 |
-
| 10.
|
| 544 |
-
| 10.
|
| 545 |
-
| 10.
|
| 546 |
-
| 10.
|
| 547 |
-
| 10.
|
| 548 |
|
| 549 |
|
| 550 |
### Framework versions
|
|
|
|
| 14 |
|
| 15 |
This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the None dataset.
|
| 16 |
It achieves the following results on the evaluation set:
|
| 17 |
+
- Loss: 11.0418
|
| 18 |
|
| 19 |
## Model description
|
| 20 |
|
|
|
|
| 33 |
### Training hyperparameters
|
| 34 |
|
| 35 |
The following hyperparameters were used during training:
|
| 36 |
+
- learning_rate: 5e-08
|
| 37 |
- train_batch_size: 8
|
| 38 |
- eval_batch_size: 8
|
| 39 |
- seed: 42
|
|
|
|
| 45 |
|
| 46 |
| Training Loss | Epoch | Step | Validation Loss |
|
| 47 |
|:-------------:|:-----:|:-----:|:---------------:|
|
| 48 |
+
| No log | 1.0 | 62 | 39.5330 |
|
| 49 |
+
| No log | 2.0 | 124 | 39.2832 |
|
| 50 |
+
| No log | 3.0 | 186 | 39.7275 |
|
| 51 |
+
| No log | 4.0 | 248 | 38.7389 |
|
| 52 |
+
| No log | 5.0 | 310 | 38.1088 |
|
| 53 |
+
| No log | 6.0 | 372 | 37.6541 |
|
| 54 |
+
| No log | 7.0 | 434 | 36.2860 |
|
| 55 |
+
| No log | 8.0 | 496 | 36.0252 |
|
| 56 |
+
| 40.88 | 9.0 | 558 | 35.2045 |
|
| 57 |
+
| 40.88 | 10.0 | 620 | 34.1314 |
|
| 58 |
+
| 40.88 | 11.0 | 682 | 32.9068 |
|
| 59 |
+
| 40.88 | 12.0 | 744 | 32.0917 |
|
| 60 |
+
| 40.88 | 13.0 | 806 | 31.3414 |
|
| 61 |
+
| 40.88 | 14.0 | 868 | 30.1522 |
|
| 62 |
+
| 40.88 | 15.0 | 930 | 29.0864 |
|
| 63 |
+
| 40.88 | 16.0 | 992 | 27.7657 |
|
| 64 |
+
| 32.3449 | 17.0 | 1054 | 26.6795 |
|
| 65 |
+
| 32.3449 | 18.0 | 1116 | 25.4307 |
|
| 66 |
+
| 32.3449 | 19.0 | 1178 | 24.4571 |
|
| 67 |
+
| 32.3449 | 20.0 | 1240 | 24.0340 |
|
| 68 |
+
| 32.3449 | 21.0 | 1302 | 22.6889 |
|
| 69 |
+
| 32.3449 | 22.0 | 1364 | 21.9149 |
|
| 70 |
+
| 32.3449 | 23.0 | 1426 | 20.9471 |
|
| 71 |
+
| 32.3449 | 24.0 | 1488 | 20.7152 |
|
| 72 |
+
| 24.114 | 25.0 | 1550 | 19.9579 |
|
| 73 |
+
| 24.114 | 26.0 | 1612 | 19.4215 |
|
| 74 |
+
| 24.114 | 27.0 | 1674 | 18.7025 |
|
| 75 |
+
| 24.114 | 28.0 | 1736 | 18.0530 |
|
| 76 |
+
| 24.114 | 29.0 | 1798 | 17.7290 |
|
| 77 |
+
| 24.114 | 30.0 | 1860 | 17.2821 |
|
| 78 |
+
| 24.114 | 31.0 | 1922 | 16.8666 |
|
| 79 |
+
| 24.114 | 32.0 | 1984 | 16.4210 |
|
| 80 |
+
| 18.4015 | 33.0 | 2046 | 16.2339 |
|
| 81 |
+
| 18.4015 | 34.0 | 2108 | 15.7990 |
|
| 82 |
+
| 18.4015 | 35.0 | 2170 | 15.7727 |
|
| 83 |
+
| 18.4015 | 36.0 | 2232 | 15.2343 |
|
| 84 |
+
| 18.4015 | 37.0 | 2294 | 15.1427 |
|
| 85 |
+
| 18.4015 | 38.0 | 2356 | 14.8736 |
|
| 86 |
+
| 18.4015 | 39.0 | 2418 | 14.7042 |
|
| 87 |
+
| 18.4015 | 40.0 | 2480 | 14.5392 |
|
| 88 |
+
| 14.946 | 41.0 | 2542 | 14.5356 |
|
| 89 |
+
| 14.946 | 42.0 | 2604 | 14.1603 |
|
| 90 |
+
| 14.946 | 43.0 | 2666 | 14.1452 |
|
| 91 |
+
| 14.946 | 44.0 | 2728 | 14.1982 |
|
| 92 |
+
| 14.946 | 45.0 | 2790 | 13.9763 |
|
| 93 |
+
| 14.946 | 46.0 | 2852 | 13.9216 |
|
| 94 |
+
| 14.946 | 47.0 | 2914 | 13.7671 |
|
| 95 |
+
| 14.946 | 48.0 | 2976 | 13.6343 |
|
| 96 |
+
| 13.1518 | 49.0 | 3038 | 13.6241 |
|
| 97 |
+
| 13.1518 | 50.0 | 3100 | 13.4163 |
|
| 98 |
+
| 13.1518 | 51.0 | 3162 | 13.4401 |
|
| 99 |
+
| 13.1518 | 52.0 | 3224 | 13.5609 |
|
| 100 |
+
| 13.1518 | 53.0 | 3286 | 13.2858 |
|
| 101 |
+
| 13.1518 | 54.0 | 3348 | 13.1582 |
|
| 102 |
+
| 13.1518 | 55.0 | 3410 | 13.2456 |
|
| 103 |
+
| 13.1518 | 56.0 | 3472 | 13.2341 |
|
| 104 |
+
| 12.1359 | 57.0 | 3534 | 13.0155 |
|
| 105 |
+
| 12.1359 | 58.0 | 3596 | 13.0293 |
|
| 106 |
+
| 12.1359 | 59.0 | 3658 | 12.9712 |
|
| 107 |
+
| 12.1359 | 60.0 | 3720 | 12.9446 |
|
| 108 |
+
| 12.1359 | 61.0 | 3782 | 12.8301 |
|
| 109 |
+
| 12.1359 | 62.0 | 3844 | 12.7574 |
|
| 110 |
+
| 12.1359 | 63.0 | 3906 | 12.6967 |
|
| 111 |
+
| 12.1359 | 64.0 | 3968 | 12.6533 |
|
| 112 |
+
| 11.5584 | 65.0 | 4030 | 12.5547 |
|
| 113 |
+
| 11.5584 | 66.0 | 4092 | 12.5866 |
|
| 114 |
+
| 11.5584 | 67.0 | 4154 | 12.7563 |
|
| 115 |
+
| 11.5584 | 68.0 | 4216 | 12.6487 |
|
| 116 |
+
| 11.5584 | 69.0 | 4278 | 12.6015 |
|
| 117 |
+
| 11.5584 | 70.0 | 4340 | 12.5097 |
|
| 118 |
+
| 11.5584 | 71.0 | 4402 | 12.5312 |
|
| 119 |
+
| 11.5584 | 72.0 | 4464 | 12.4679 |
|
| 120 |
+
| 11.224 | 73.0 | 4526 | 12.4805 |
|
| 121 |
+
| 11.224 | 74.0 | 4588 | 12.4431 |
|
| 122 |
+
| 11.224 | 75.0 | 4650 | 12.3025 |
|
| 123 |
+
| 11.224 | 76.0 | 4712 | 12.1543 |
|
| 124 |
+
| 11.224 | 77.0 | 4774 | 12.3555 |
|
| 125 |
+
| 11.224 | 78.0 | 4836 | 12.2642 |
|
| 126 |
+
| 11.224 | 79.0 | 4898 | 12.3555 |
|
| 127 |
+
| 11.224 | 80.0 | 4960 | 12.2913 |
|
| 128 |
+
| 10.9897 | 81.0 | 5022 | 12.2483 |
|
| 129 |
+
| 10.9897 | 82.0 | 5084 | 12.1817 |
|
| 130 |
+
| 10.9897 | 83.0 | 5146 | 12.3593 |
|
| 131 |
+
| 10.9897 | 84.0 | 5208 | 12.0717 |
|
| 132 |
+
| 10.9897 | 85.0 | 5270 | 12.2478 |
|
| 133 |
+
| 10.9897 | 86.0 | 5332 | 12.0652 |
|
| 134 |
+
| 10.9897 | 87.0 | 5394 | 12.1249 |
|
| 135 |
+
| 10.9897 | 88.0 | 5456 | 12.0900 |
|
| 136 |
+
| 10.8156 | 89.0 | 5518 | 11.9840 |
|
| 137 |
+
| 10.8156 | 90.0 | 5580 | 12.1210 |
|
| 138 |
+
| 10.8156 | 91.0 | 5642 | 12.1809 |
|
| 139 |
+
| 10.8156 | 92.0 | 5704 | 12.0218 |
|
| 140 |
+
| 10.8156 | 93.0 | 5766 | 12.1439 |
|
| 141 |
+
| 10.8156 | 94.0 | 5828 | 11.9183 |
|
| 142 |
+
| 10.8156 | 95.0 | 5890 | 12.0674 |
|
| 143 |
+
| 10.8156 | 96.0 | 5952 | 12.0093 |
|
| 144 |
+
| 10.6906 | 97.0 | 6014 | 12.0089 |
|
| 145 |
+
| 10.6906 | 98.0 | 6076 | 11.9560 |
|
| 146 |
+
| 10.6906 | 99.0 | 6138 | 11.7673 |
|
| 147 |
+
| 10.6906 | 100.0 | 6200 | 12.0341 |
|
| 148 |
+
| 10.6906 | 101.0 | 6262 | 12.0382 |
|
| 149 |
+
| 10.6906 | 102.0 | 6324 | 11.8758 |
|
| 150 |
+
| 10.6906 | 103.0 | 6386 | 11.9393 |
|
| 151 |
+
| 10.6906 | 104.0 | 6448 | 11.8785 |
|
| 152 |
+
| 10.5767 | 105.0 | 6510 | 11.8156 |
|
| 153 |
+
| 10.5767 | 106.0 | 6572 | 11.7506 |
|
| 154 |
+
| 10.5767 | 107.0 | 6634 | 11.9005 |
|
| 155 |
+
| 10.5767 | 108.0 | 6696 | 11.8800 |
|
| 156 |
+
| 10.5767 | 109.0 | 6758 | 11.9346 |
|
| 157 |
+
| 10.5767 | 110.0 | 6820 | 11.8334 |
|
| 158 |
+
| 10.5767 | 111.0 | 6882 | 11.6163 |
|
| 159 |
+
| 10.5767 | 112.0 | 6944 | 11.8294 |
|
| 160 |
+
| 10.5013 | 113.0 | 7006 | 11.7866 |
|
| 161 |
+
| 10.5013 | 114.0 | 7068 | 11.7243 |
|
| 162 |
+
| 10.5013 | 115.0 | 7130 | 11.5645 |
|
| 163 |
+
| 10.5013 | 116.0 | 7192 | 11.7551 |
|
| 164 |
+
| 10.5013 | 117.0 | 7254 | 11.6259 |
|
| 165 |
+
| 10.5013 | 118.0 | 7316 | 11.7235 |
|
| 166 |
+
| 10.5013 | 119.0 | 7378 | 11.6999 |
|
| 167 |
+
| 10.5013 | 120.0 | 7440 | 11.4851 |
|
| 168 |
+
| 10.4493 | 121.0 | 7502 | 11.4951 |
|
| 169 |
+
| 10.4493 | 122.0 | 7564 | 11.5214 |
|
| 170 |
+
| 10.4493 | 123.0 | 7626 | 11.7396 |
|
| 171 |
+
| 10.4493 | 124.0 | 7688 | 11.6963 |
|
| 172 |
+
| 10.4493 | 125.0 | 7750 | 11.5305 |
|
| 173 |
+
| 10.4493 | 126.0 | 7812 | 11.7711 |
|
| 174 |
+
| 10.4493 | 127.0 | 7874 | 11.8031 |
|
| 175 |
+
| 10.4493 | 128.0 | 7936 | 11.5951 |
|
| 176 |
+
| 10.4493 | 129.0 | 7998 | 11.4736 |
|
| 177 |
+
| 10.3973 | 130.0 | 8060 | 11.6156 |
|
| 178 |
+
| 10.3973 | 131.0 | 8122 | 11.5447 |
|
| 179 |
+
| 10.3973 | 132.0 | 8184 | 11.3567 |
|
| 180 |
+
| 10.3973 | 133.0 | 8246 | 11.4839 |
|
| 181 |
+
| 10.3973 | 134.0 | 8308 | 11.4416 |
|
| 182 |
+
| 10.3973 | 135.0 | 8370 | 11.5395 |
|
| 183 |
+
| 10.3973 | 136.0 | 8432 | 11.4376 |
|
| 184 |
+
| 10.3973 | 137.0 | 8494 | 11.3781 |
|
| 185 |
+
| 10.3569 | 138.0 | 8556 | 11.4179 |
|
| 186 |
+
| 10.3569 | 139.0 | 8618 | 11.6747 |
|
| 187 |
+
| 10.3569 | 140.0 | 8680 | 11.6111 |
|
| 188 |
+
| 10.3569 | 141.0 | 8742 | 11.5093 |
|
| 189 |
+
| 10.3569 | 142.0 | 8804 | 11.4756 |
|
| 190 |
+
| 10.3569 | 143.0 | 8866 | 11.3498 |
|
| 191 |
+
| 10.3569 | 144.0 | 8928 | 11.5626 |
|
| 192 |
+
| 10.3569 | 145.0 | 8990 | 11.3474 |
|
| 193 |
+
| 10.3565 | 146.0 | 9052 | 11.3776 |
|
| 194 |
+
| 10.3565 | 147.0 | 9114 | 11.3628 |
|
| 195 |
+
| 10.3565 | 148.0 | 9176 | 11.4859 |
|
| 196 |
+
| 10.3565 | 149.0 | 9238 | 11.4221 |
|
| 197 |
+
| 10.3565 | 150.0 | 9300 | 11.4199 |
|
| 198 |
+
| 10.3565 | 151.0 | 9362 | 11.5701 |
|
| 199 |
+
| 10.3565 | 152.0 | 9424 | 11.4637 |
|
| 200 |
+
| 10.3565 | 153.0 | 9486 | 11.6586 |
|
| 201 |
+
| 10.3122 | 154.0 | 9548 | 11.4878 |
|
| 202 |
+
| 10.3122 | 155.0 | 9610 | 11.5903 |
|
| 203 |
+
| 10.3122 | 156.0 | 9672 | 11.3811 |
|
| 204 |
+
| 10.3122 | 157.0 | 9734 | 11.4550 |
|
| 205 |
+
| 10.3122 | 158.0 | 9796 | 11.5699 |
|
| 206 |
+
| 10.3122 | 159.0 | 9858 | 11.5154 |
|
| 207 |
+
| 10.3122 | 160.0 | 9920 | 11.5016 |
|
| 208 |
+
| 10.3122 | 161.0 | 9982 | 11.5712 |
|
| 209 |
+
| 10.2888 | 162.0 | 10044 | 11.2899 |
|
| 210 |
+
| 10.2888 | 163.0 | 10106 | 11.2509 |
|
| 211 |
+
| 10.2888 | 164.0 | 10168 | 11.4525 |
|
| 212 |
+
| 10.2888 | 165.0 | 10230 | 11.3640 |
|
| 213 |
+
| 10.2888 | 166.0 | 10292 | 11.3375 |
|
| 214 |
+
| 10.2888 | 167.0 | 10354 | 11.3969 |
|
| 215 |
+
| 10.2888 | 168.0 | 10416 | 11.4781 |
|
| 216 |
+
| 10.2888 | 169.0 | 10478 | 11.3980 |
|
| 217 |
+
| 10.2642 | 170.0 | 10540 | 11.2877 |
|
| 218 |
+
| 10.2642 | 171.0 | 10602 | 11.3369 |
|
| 219 |
+
| 10.2642 | 172.0 | 10664 | 11.3854 |
|
| 220 |
+
| 10.2642 | 173.0 | 10726 | 11.5050 |
|
| 221 |
+
| 10.2642 | 174.0 | 10788 | 11.4826 |
|
| 222 |
+
| 10.2642 | 175.0 | 10850 | 11.3425 |
|
| 223 |
+
| 10.2642 | 176.0 | 10912 | 11.2417 |
|
| 224 |
+
| 10.2642 | 177.0 | 10974 | 11.1263 |
|
| 225 |
+
| 10.2586 | 178.0 | 11036 | 11.4087 |
|
| 226 |
+
| 10.2586 | 179.0 | 11098 | 11.3919 |
|
| 227 |
+
| 10.2586 | 180.0 | 11160 | 11.2514 |
|
| 228 |
+
| 10.2586 | 181.0 | 11222 | 11.2570 |
|
| 229 |
+
| 10.2586 | 182.0 | 11284 | 11.4419 |
|
| 230 |
+
| 10.2586 | 183.0 | 11346 | 11.4110 |
|
| 231 |
+
| 10.2586 | 184.0 | 11408 | 11.3919 |
|
| 232 |
+
| 10.2586 | 185.0 | 11470 | 11.2426 |
|
| 233 |
+
| 10.2479 | 186.0 | 11532 | 11.3869 |
|
| 234 |
+
| 10.2479 | 187.0 | 11594 | 11.2953 |
|
| 235 |
+
| 10.2479 | 188.0 | 11656 | 11.3316 |
|
| 236 |
+
| 10.2479 | 189.0 | 11718 | 11.1373 |
|
| 237 |
+
| 10.2479 | 190.0 | 11780 | 11.1654 |
|
| 238 |
+
| 10.2479 | 191.0 | 11842 | 11.3204 |
|
| 239 |
+
| 10.2479 | 192.0 | 11904 | 11.3129 |
|
| 240 |
+
| 10.2479 | 193.0 | 11966 | 11.2715 |
|
| 241 |
+
| 10.2172 | 194.0 | 12028 | 11.2646 |
|
| 242 |
+
| 10.2172 | 195.0 | 12090 | 11.3356 |
|
| 243 |
+
| 10.2172 | 196.0 | 12152 | 11.3013 |
|
| 244 |
+
| 10.2172 | 197.0 | 12214 | 11.5378 |
|
| 245 |
+
| 10.2172 | 198.0 | 12276 | 11.3641 |
|
| 246 |
+
| 10.2172 | 199.0 | 12338 | 11.3698 |
|
| 247 |
+
| 10.2172 | 200.0 | 12400 | 11.2677 |
|
| 248 |
+
| 10.2172 | 201.0 | 12462 | 11.2973 |
|
| 249 |
+
| 10.2023 | 202.0 | 12524 | 11.1405 |
|
| 250 |
+
| 10.2023 | 203.0 | 12586 | 11.3286 |
|
| 251 |
+
| 10.2023 | 204.0 | 12648 | 11.2122 |
|
| 252 |
+
| 10.2023 | 205.0 | 12710 | 11.2324 |
|
| 253 |
+
| 10.2023 | 206.0 | 12772 | 11.3512 |
|
| 254 |
+
| 10.2023 | 207.0 | 12834 | 11.0882 |
|
| 255 |
+
| 10.2023 | 208.0 | 12896 | 11.3575 |
|
| 256 |
+
| 10.2023 | 209.0 | 12958 | 11.2502 |
|
| 257 |
+
| 10.1926 | 210.0 | 13020 | 11.3278 |
|
| 258 |
+
| 10.1926 | 211.0 | 13082 | 11.2199 |
|
| 259 |
+
| 10.1926 | 212.0 | 13144 | 11.2567 |
|
| 260 |
+
| 10.1926 | 213.0 | 13206 | 11.2855 |
|
| 261 |
+
| 10.1926 | 214.0 | 13268 | 11.1893 |
|
| 262 |
+
| 10.1926 | 215.0 | 13330 | 11.2600 |
|
| 263 |
+
| 10.1926 | 216.0 | 13392 | 11.2850 |
|
| 264 |
+
| 10.1926 | 217.0 | 13454 | 11.2274 |
|
| 265 |
+
| 10.2075 | 218.0 | 13516 | 11.1108 |
|
| 266 |
+
| 10.2075 | 219.0 | 13578 | 11.2756 |
|
| 267 |
+
| 10.2075 | 220.0 | 13640 | 11.2839 |
|
| 268 |
+
| 10.2075 | 221.0 | 13702 | 11.2161 |
|
| 269 |
+
| 10.2075 | 222.0 | 13764 | 11.1866 |
|
| 270 |
+
| 10.2075 | 223.0 | 13826 | 11.1222 |
|
| 271 |
+
| 10.2075 | 224.0 | 13888 | 11.2648 |
|
| 272 |
+
| 10.2075 | 225.0 | 13950 | 11.2936 |
|
| 273 |
+
| 10.1822 | 226.0 | 14012 | 11.1362 |
|
| 274 |
+
| 10.1822 | 227.0 | 14074 | 11.2598 |
|
| 275 |
+
| 10.1822 | 228.0 | 14136 | 11.3352 |
|
| 276 |
+
| 10.1822 | 229.0 | 14198 | 11.1183 |
|
| 277 |
+
| 10.1822 | 230.0 | 14260 | 11.2075 |
|
| 278 |
+
| 10.1822 | 231.0 | 14322 | 11.1908 |
|
| 279 |
+
| 10.1822 | 232.0 | 14384 | 11.1331 |
|
| 280 |
+
| 10.1822 | 233.0 | 14446 | 11.0929 |
|
| 281 |
+
| 10.1863 | 234.0 | 14508 | 11.1061 |
|
| 282 |
+
| 10.1863 | 235.0 | 14570 | 11.0546 |
|
| 283 |
+
| 10.1863 | 236.0 | 14632 | 11.1765 |
|
| 284 |
+
| 10.1863 | 237.0 | 14694 | 11.2513 |
|
| 285 |
+
| 10.1863 | 238.0 | 14756 | 11.0919 |
|
| 286 |
+
| 10.1863 | 239.0 | 14818 | 11.2739 |
|
| 287 |
+
| 10.1863 | 240.0 | 14880 | 11.0342 |
|
| 288 |
+
| 10.1863 | 241.0 | 14942 | 11.2368 |
|
| 289 |
+
| 10.1724 | 242.0 | 15004 | 11.2552 |
|
| 290 |
+
| 10.1724 | 243.0 | 15066 | 11.1515 |
|
| 291 |
+
| 10.1724 | 244.0 | 15128 | 11.0491 |
|
| 292 |
+
| 10.1724 | 245.0 | 15190 | 11.0184 |
|
| 293 |
+
| 10.1724 | 246.0 | 15252 | 11.3787 |
|
| 294 |
+
| 10.1724 | 247.0 | 15314 | 11.2329 |
|
| 295 |
+
| 10.1724 | 248.0 | 15376 | 11.0729 |
|
| 296 |
+
| 10.1724 | 249.0 | 15438 | 11.1472 |
|
| 297 |
+
| 10.1671 | 250.0 | 15500 | 11.0619 |
|
| 298 |
+
| 10.1671 | 251.0 | 15562 | 11.2197 |
|
| 299 |
+
| 10.1671 | 252.0 | 15624 | 11.2241 |
|
| 300 |
+
| 10.1671 | 253.0 | 15686 | 11.3102 |
|
| 301 |
+
| 10.1671 | 254.0 | 15748 | 11.2900 |
|
| 302 |
+
| 10.1671 | 255.0 | 15810 | 11.3001 |
|
| 303 |
+
| 10.1671 | 256.0 | 15872 | 11.2206 |
|
| 304 |
+
| 10.1671 | 257.0 | 15934 | 11.1027 |
|
| 305 |
+
| 10.1671 | 258.0 | 15996 | 11.3067 |
|
| 306 |
+
| 10.1579 | 259.0 | 16058 | 11.3017 |
|
| 307 |
+
| 10.1579 | 260.0 | 16120 | 11.0980 |
|
| 308 |
+
| 10.1579 | 261.0 | 16182 | 11.2158 |
|
| 309 |
+
| 10.1579 | 262.0 | 16244 | 10.9408 |
|
| 310 |
+
| 10.1579 | 263.0 | 16306 | 11.1086 |
|
| 311 |
+
| 10.1579 | 264.0 | 16368 | 11.2858 |
|
| 312 |
+
| 10.1579 | 265.0 | 16430 | 11.2805 |
|
| 313 |
+
| 10.1579 | 266.0 | 16492 | 11.0887 |
|
| 314 |
+
| 10.1552 | 267.0 | 16554 | 11.1715 |
|
| 315 |
+
| 10.1552 | 268.0 | 16616 | 11.1470 |
|
| 316 |
+
| 10.1552 | 269.0 | 16678 | 11.1067 |
|
| 317 |
+
| 10.1552 | 270.0 | 16740 | 11.1639 |
|
| 318 |
+
| 10.1552 | 271.0 | 16802 | 11.1470 |
|
| 319 |
+
| 10.1552 | 272.0 | 16864 | 11.2063 |
|
| 320 |
+
| 10.1552 | 273.0 | 16926 | 11.1647 |
|
| 321 |
+
| 10.1552 | 274.0 | 16988 | 11.0061 |
|
| 322 |
+
| 10.1468 | 275.0 | 17050 | 11.3822 |
|
| 323 |
+
| 10.1468 | 276.0 | 17112 | 10.9467 |
|
| 324 |
+
| 10.1468 | 277.0 | 17174 | 11.2735 |
|
| 325 |
+
| 10.1468 | 278.0 | 17236 | 11.0132 |
|
| 326 |
+
| 10.1468 | 279.0 | 17298 | 11.1604 |
|
| 327 |
+
| 10.1468 | 280.0 | 17360 | 11.1620 |
|
| 328 |
+
| 10.1468 | 281.0 | 17422 | 11.0650 |
|
| 329 |
+
| 10.1468 | 282.0 | 17484 | 10.9920 |
|
| 330 |
+
| 10.1402 | 283.0 | 17546 | 11.0450 |
|
| 331 |
+
| 10.1402 | 284.0 | 17608 | 10.9830 |
|
| 332 |
+
| 10.1402 | 285.0 | 17670 | 11.0135 |
|
| 333 |
+
| 10.1402 | 286.0 | 17732 | 11.2642 |
|
| 334 |
+
| 10.1402 | 287.0 | 17794 | 11.1124 |
|
| 335 |
+
| 10.1402 | 288.0 | 17856 | 11.1928 |
|
| 336 |
+
| 10.1402 | 289.0 | 17918 | 11.1284 |
|
| 337 |
+
| 10.1402 | 290.0 | 17980 | 11.2088 |
|
| 338 |
+
| 10.147 | 291.0 | 18042 | 11.0756 |
|
| 339 |
+
| 10.147 | 292.0 | 18104 | 11.0514 |
|
| 340 |
+
| 10.147 | 293.0 | 18166 | 11.1475 |
|
| 341 |
+
| 10.147 | 294.0 | 18228 | 11.0448 |
|
| 342 |
+
| 10.147 | 295.0 | 18290 | 11.2417 |
|
| 343 |
+
| 10.147 | 296.0 | 18352 | 11.1070 |
|
| 344 |
+
| 10.147 | 297.0 | 18414 | 11.0149 |
|
| 345 |
+
| 10.147 | 298.0 | 18476 | 11.1680 |
|
| 346 |
+
| 10.1331 | 299.0 | 18538 | 11.1006 |
|
| 347 |
+
| 10.1331 | 300.0 | 18600 | 10.9447 |
|
| 348 |
+
| 10.1331 | 301.0 | 18662 | 10.9882 |
|
| 349 |
+
| 10.1331 | 302.0 | 18724 | 11.0269 |
|
| 350 |
+
| 10.1331 | 303.0 | 18786 | 10.9764 |
|
| 351 |
+
| 10.1331 | 304.0 | 18848 | 11.0889 |
|
| 352 |
+
| 10.1331 | 305.0 | 18910 | 11.0243 |
|
| 353 |
+
| 10.1331 | 306.0 | 18972 | 11.0250 |
|
| 354 |
+
| 10.1244 | 307.0 | 19034 | 11.1133 |
|
| 355 |
+
| 10.1244 | 308.0 | 19096 | 11.0134 |
|
| 356 |
+
| 10.1244 | 309.0 | 19158 | 10.9951 |
|
| 357 |
+
| 10.1244 | 310.0 | 19220 | 11.2620 |
|
| 358 |
+
| 10.1244 | 311.0 | 19282 | 11.1107 |
|
| 359 |
+
| 10.1244 | 312.0 | 19344 | 11.0597 |
|
| 360 |
+
| 10.1244 | 313.0 | 19406 | 10.9608 |
|
| 361 |
+
| 10.1244 | 314.0 | 19468 | 10.9975 |
|
| 362 |
+
| 10.1251 | 315.0 | 19530 | 11.0170 |
|
| 363 |
+
| 10.1251 | 316.0 | 19592 | 11.1525 |
|
| 364 |
+
| 10.1251 | 317.0 | 19654 | 11.0108 |
|
| 365 |
+
| 10.1251 | 318.0 | 19716 | 11.0247 |
|
| 366 |
+
| 10.1251 | 319.0 | 19778 | 11.1131 |
|
| 367 |
+
| 10.1251 | 320.0 | 19840 | 11.0462 |
|
| 368 |
+
| 10.1251 | 321.0 | 19902 | 11.0606 |
|
| 369 |
+
| 10.1251 | 322.0 | 19964 | 11.0049 |
|
| 370 |
+
| 10.1178 | 323.0 | 20026 | 11.1101 |
|
| 371 |
+
| 10.1178 | 324.0 | 20088 | 11.0348 |
|
| 372 |
+
| 10.1178 | 325.0 | 20150 | 11.2864 |
|
| 373 |
+
| 10.1178 | 326.0 | 20212 | 10.9508 |
|
| 374 |
+
| 10.1178 | 327.0 | 20274 | 10.9956 |
|
| 375 |
+
| 10.1178 | 328.0 | 20336 | 10.9561 |
|
| 376 |
+
| 10.1178 | 329.0 | 20398 | 10.9534 |
|
| 377 |
+
| 10.1178 | 330.0 | 20460 | 11.3653 |
|
| 378 |
+
| 10.1215 | 331.0 | 20522 | 11.1188 |
|
| 379 |
+
| 10.1215 | 332.0 | 20584 | 11.0908 |
|
| 380 |
+
| 10.1215 | 333.0 | 20646 | 10.9856 |
|
| 381 |
+
| 10.1215 | 334.0 | 20708 | 10.9873 |
|
| 382 |
+
| 10.1215 | 335.0 | 20770 | 11.0489 |
|
| 383 |
+
| 10.1215 | 336.0 | 20832 | 11.1130 |
|
| 384 |
+
| 10.1215 | 337.0 | 20894 | 10.8774 |
|
| 385 |
+
| 10.1215 | 338.0 | 20956 | 10.7878 |
|
| 386 |
+
| 10.1267 | 339.0 | 21018 | 11.1740 |
|
| 387 |
+
| 10.1267 | 340.0 | 21080 | 11.0039 |
|
| 388 |
+
| 10.1267 | 341.0 | 21142 | 11.0325 |
|
| 389 |
+
| 10.1267 | 342.0 | 21204 | 11.0498 |
|
| 390 |
+
| 10.1267 | 343.0 | 21266 | 11.0237 |
|
| 391 |
+
| 10.1267 | 344.0 | 21328 | 11.0935 |
|
| 392 |
+
| 10.1267 | 345.0 | 21390 | 10.8161 |
|
| 393 |
+
| 10.1267 | 346.0 | 21452 | 11.0701 |
|
| 394 |
+
| 10.1105 | 347.0 | 21514 | 10.8763 |
|
| 395 |
+
| 10.1105 | 348.0 | 21576 | 11.0623 |
|
| 396 |
+
| 10.1105 | 349.0 | 21638 | 10.9502 |
|
| 397 |
+
| 10.1105 | 350.0 | 21700 | 11.0760 |
|
| 398 |
+
| 10.1105 | 351.0 | 21762 | 11.1472 |
|
| 399 |
+
| 10.1105 | 352.0 | 21824 | 11.1567 |
|
| 400 |
+
| 10.1105 | 353.0 | 21886 | 11.0119 |
|
| 401 |
+
| 10.1105 | 354.0 | 21948 | 11.0740 |
|
| 402 |
+
| 10.1124 | 355.0 | 22010 | 11.0351 |
|
| 403 |
+
| 10.1124 | 356.0 | 22072 | 10.9959 |
|
| 404 |
+
| 10.1124 | 357.0 | 22134 | 10.9829 |
|
| 405 |
+
| 10.1124 | 358.0 | 22196 | 11.1624 |
|
| 406 |
+
| 10.1124 | 359.0 | 22258 | 11.1082 |
|
| 407 |
+
| 10.1124 | 360.0 | 22320 | 11.0496 |
|
| 408 |
+
| 10.1124 | 361.0 | 22382 | 11.1115 |
|
| 409 |
+
| 10.1124 | 362.0 | 22444 | 10.8872 |
|
| 410 |
+
| 10.1057 | 363.0 | 22506 | 10.8992 |
|
| 411 |
+
| 10.1057 | 364.0 | 22568 | 11.0268 |
|
| 412 |
+
| 10.1057 | 365.0 | 22630 | 10.9615 |
|
| 413 |
+
| 10.1057 | 366.0 | 22692 | 10.9675 |
|
| 414 |
+
| 10.1057 | 367.0 | 22754 | 11.1775 |
|
| 415 |
+
| 10.1057 | 368.0 | 22816 | 10.9949 |
|
| 416 |
+
| 10.1057 | 369.0 | 22878 | 11.0816 |
|
| 417 |
+
| 10.1057 | 370.0 | 22940 | 11.0516 |
|
| 418 |
+
| 10.1217 | 371.0 | 23002 | 11.0672 |
|
| 419 |
+
| 10.1217 | 372.0 | 23064 | 10.9670 |
|
| 420 |
+
| 10.1217 | 373.0 | 23126 | 11.2001 |
|
| 421 |
+
| 10.1217 | 374.0 | 23188 | 11.0178 |
|
| 422 |
+
| 10.1217 | 375.0 | 23250 | 10.8959 |
|
| 423 |
+
| 10.1217 | 376.0 | 23312 | 11.1671 |
|
| 424 |
+
| 10.1217 | 377.0 | 23374 | 11.1813 |
|
| 425 |
+
| 10.1217 | 378.0 | 23436 | 11.1560 |
|
| 426 |
+
| 10.1217 | 379.0 | 23498 | 11.0848 |
|
| 427 |
+
| 10.1098 | 380.0 | 23560 | 11.0467 |
|
| 428 |
+
| 10.1098 | 381.0 | 23622 | 11.1489 |
|
| 429 |
+
| 10.1098 | 382.0 | 23684 | 11.0066 |
|
| 430 |
+
| 10.1098 | 383.0 | 23746 | 10.9771 |
|
| 431 |
+
| 10.1098 | 384.0 | 23808 | 10.8953 |
|
| 432 |
+
| 10.1098 | 385.0 | 23870 | 10.9032 |
|
| 433 |
+
| 10.1098 | 386.0 | 23932 | 10.8922 |
|
| 434 |
+
| 10.1098 | 387.0 | 23994 | 10.9931 |
|
| 435 |
+
| 10.1262 | 388.0 | 24056 | 11.1278 |
|
| 436 |
+
| 10.1262 | 389.0 | 24118 | 11.1011 |
|
| 437 |
+
| 10.1262 | 390.0 | 24180 | 11.0422 |
|
| 438 |
+
| 10.1262 | 391.0 | 24242 | 11.0631 |
|
| 439 |
+
| 10.1262 | 392.0 | 24304 | 10.9703 |
|
| 440 |
+
| 10.1262 | 393.0 | 24366 | 10.9536 |
|
| 441 |
+
| 10.1262 | 394.0 | 24428 | 11.0767 |
|
| 442 |
+
| 10.1262 | 395.0 | 24490 | 10.9228 |
|
| 443 |
+
| 10.1038 | 396.0 | 24552 | 11.1420 |
|
| 444 |
+
| 10.1038 | 397.0 | 24614 | 11.1451 |
|
| 445 |
+
| 10.1038 | 398.0 | 24676 | 11.1663 |
|
| 446 |
+
| 10.1038 | 399.0 | 24738 | 11.0756 |
|
| 447 |
+
| 10.1038 | 400.0 | 24800 | 11.1149 |
|
| 448 |
+
| 10.1038 | 401.0 | 24862 | 11.0656 |
|
| 449 |
+
| 10.1038 | 402.0 | 24924 | 11.0752 |
|
| 450 |
+
| 10.1038 | 403.0 | 24986 | 11.1417 |
|
| 451 |
+
| 10.1159 | 404.0 | 25048 | 10.9629 |
|
| 452 |
+
| 10.1159 | 405.0 | 25110 | 10.9380 |
|
| 453 |
+
| 10.1159 | 406.0 | 25172 | 11.0099 |
|
| 454 |
+
| 10.1159 | 407.0 | 25234 | 11.1378 |
|
| 455 |
+
| 10.1159 | 408.0 | 25296 | 10.8511 |
|
| 456 |
+
| 10.1159 | 409.0 | 25358 | 11.0122 |
|
| 457 |
+
| 10.1159 | 410.0 | 25420 | 11.0101 |
|
| 458 |
+
| 10.1159 | 411.0 | 25482 | 10.8735 |
|
| 459 |
+
| 10.0848 | 412.0 | 25544 | 11.0082 |
|
| 460 |
+
| 10.0848 | 413.0 | 25606 | 11.0128 |
|
| 461 |
+
| 10.0848 | 414.0 | 25668 | 11.1373 |
|
| 462 |
+
| 10.0848 | 415.0 | 25730 | 11.1380 |
|
| 463 |
+
| 10.0848 | 416.0 | 25792 | 10.9388 |
|
| 464 |
+
| 10.0848 | 417.0 | 25854 | 10.9308 |
|
| 465 |
+
| 10.0848 | 418.0 | 25916 | 11.0828 |
|
| 466 |
+
| 10.0848 | 419.0 | 25978 | 11.2567 |
|
| 467 |
+
| 10.0923 | 420.0 | 26040 | 11.0402 |
|
| 468 |
+
| 10.0923 | 421.0 | 26102 | 11.0285 |
|
| 469 |
+
| 10.0923 | 422.0 | 26164 | 11.0028 |
|
| 470 |
+
| 10.0923 | 423.0 | 26226 | 10.9785 |
|
| 471 |
+
| 10.0923 | 424.0 | 26288 | 11.0468 |
|
| 472 |
+
| 10.0923 | 425.0 | 26350 | 11.0595 |
|
| 473 |
+
| 10.0923 | 426.0 | 26412 | 11.0987 |
|
| 474 |
+
| 10.0923 | 427.0 | 26474 | 10.8764 |
|
| 475 |
+
| 10.1 | 428.0 | 26536 | 10.9643 |
|
| 476 |
+
| 10.1 | 429.0 | 26598 | 10.9864 |
|
| 477 |
+
| 10.1 | 430.0 | 26660 | 11.0019 |
|
| 478 |
+
| 10.1 | 431.0 | 26722 | 11.1037 |
|
| 479 |
+
| 10.1 | 432.0 | 26784 | 10.9560 |
|
| 480 |
+
| 10.1 | 433.0 | 26846 | 10.9808 |
|
| 481 |
+
| 10.1 | 434.0 | 26908 | 11.0447 |
|
| 482 |
+
| 10.1 | 435.0 | 26970 | 10.9433 |
|
| 483 |
+
| 10.0944 | 436.0 | 27032 | 11.0408 |
|
| 484 |
+
| 10.0944 | 437.0 | 27094 | 10.8298 |
|
| 485 |
+
| 10.0944 | 438.0 | 27156 | 11.1691 |
|
| 486 |
+
| 10.0944 | 439.0 | 27218 | 11.0291 |
|
| 487 |
+
| 10.0944 | 440.0 | 27280 | 10.9908 |
|
| 488 |
+
| 10.0944 | 441.0 | 27342 | 10.8890 |
|
| 489 |
+
| 10.0944 | 442.0 | 27404 | 11.0247 |
|
| 490 |
+
| 10.0944 | 443.0 | 27466 | 11.1023 |
|
| 491 |
+
| 10.0965 | 444.0 | 27528 | 11.1252 |
|
| 492 |
+
| 10.0965 | 445.0 | 27590 | 11.0374 |
|
| 493 |
+
| 10.0965 | 446.0 | 27652 | 11.0327 |
|
| 494 |
+
| 10.0965 | 447.0 | 27714 | 10.8393 |
|
| 495 |
+
| 10.0965 | 448.0 | 27776 | 10.9528 |
|
| 496 |
+
| 10.0965 | 449.0 | 27838 | 11.0124 |
|
| 497 |
+
| 10.0965 | 450.0 | 27900 | 10.8483 |
|
| 498 |
+
| 10.0965 | 451.0 | 27962 | 10.8977 |
|
| 499 |
+
| 10.1023 | 452.0 | 28024 | 11.0330 |
|
| 500 |
+
| 10.1023 | 453.0 | 28086 | 10.9282 |
|
| 501 |
+
| 10.1023 | 454.0 | 28148 | 11.0282 |
|
| 502 |
+
| 10.1023 | 455.0 | 28210 | 10.9465 |
|
| 503 |
+
| 10.1023 | 456.0 | 28272 | 10.9338 |
|
| 504 |
+
| 10.1023 | 457.0 | 28334 | 10.9981 |
|
| 505 |
+
| 10.1023 | 458.0 | 28396 | 11.0046 |
|
| 506 |
+
| 10.1023 | 459.0 | 28458 | 11.0581 |
|
| 507 |
+
| 10.0928 | 460.0 | 28520 | 11.0699 |
|
| 508 |
+
| 10.0928 | 461.0 | 28582 | 11.0084 |
|
| 509 |
+
| 10.0928 | 462.0 | 28644 | 10.9690 |
|
| 510 |
+
| 10.0928 | 463.0 | 28706 | 11.0585 |
|
| 511 |
+
| 10.0928 | 464.0 | 28768 | 11.1586 |
|
| 512 |
+
| 10.0928 | 465.0 | 28830 | 11.0082 |
|
| 513 |
+
| 10.0928 | 466.0 | 28892 | 11.0495 |
|
| 514 |
+
| 10.0928 | 467.0 | 28954 | 10.8531 |
|
| 515 |
+
| 10.0925 | 468.0 | 29016 | 10.8587 |
|
| 516 |
+
| 10.0925 | 469.0 | 29078 | 11.1600 |
|
| 517 |
+
| 10.0925 | 470.0 | 29140 | 10.9920 |
|
| 518 |
+
| 10.0925 | 471.0 | 29202 | 11.0200 |
|
| 519 |
+
| 10.0925 | 472.0 | 29264 | 11.0570 |
|
| 520 |
+
| 10.0925 | 473.0 | 29326 | 10.9316 |
|
| 521 |
+
| 10.0925 | 474.0 | 29388 | 11.0597 |
|
| 522 |
+
| 10.0925 | 475.0 | 29450 | 10.9941 |
|
| 523 |
+
| 10.0956 | 476.0 | 29512 | 11.0770 |
|
| 524 |
+
| 10.0956 | 477.0 | 29574 | 11.0068 |
|
| 525 |
+
| 10.0956 | 478.0 | 29636 | 10.9080 |
|
| 526 |
+
| 10.0956 | 479.0 | 29698 | 10.8656 |
|
| 527 |
+
| 10.0956 | 480.0 | 29760 | 11.0350 |
|
| 528 |
+
| 10.0956 | 481.0 | 29822 | 11.0673 |
|
| 529 |
+
| 10.0956 | 482.0 | 29884 | 11.0344 |
|
| 530 |
+
| 10.0956 | 483.0 | 29946 | 10.9819 |
|
| 531 |
+
| 10.112 | 484.0 | 30008 | 11.0667 |
|
| 532 |
+
| 10.112 | 485.0 | 30070 | 10.9373 |
|
| 533 |
+
| 10.112 | 486.0 | 30132 | 10.9777 |
|
| 534 |
+
| 10.112 | 487.0 | 30194 | 10.9832 |
|
| 535 |
+
| 10.112 | 488.0 | 30256 | 11.1426 |
|
| 536 |
+
| 10.112 | 489.0 | 30318 | 11.0771 |
|
| 537 |
+
| 10.112 | 490.0 | 30380 | 10.9515 |
|
| 538 |
+
| 10.112 | 491.0 | 30442 | 10.9617 |
|
| 539 |
+
| 10.1007 | 492.0 | 30504 | 10.9523 |
|
| 540 |
+
| 10.1007 | 493.0 | 30566 | 10.8797 |
|
| 541 |
+
| 10.1007 | 494.0 | 30628 | 10.9816 |
|
| 542 |
+
| 10.1007 | 495.0 | 30690 | 10.9526 |
|
| 543 |
+
| 10.1007 | 496.0 | 30752 | 11.0078 |
|
| 544 |
+
| 10.1007 | 497.0 | 30814 | 11.1568 |
|
| 545 |
+
| 10.1007 | 498.0 | 30876 | 10.9862 |
|
| 546 |
+
| 10.1007 | 499.0 | 30938 | 11.0537 |
|
| 547 |
+
| 10.0953 | 500.0 | 31000 | 11.0418 |
|
| 548 |
|
| 549 |
|
| 550 |
### Framework versions
|