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- ---
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- base_model: Qwen/Qwen2.5-0.5B-Instruct
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- library_name: peft
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- license: apache-2.0
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- tags:
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- - trl
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- - sft
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- - generated_from_trainer
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- model-index:
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- - name: quen_2.5_lora
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- results: []
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- ---
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-
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- <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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- should probably proofread and complete it, then remove this comment. -->
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-
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- # quen_2.5_lora
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-
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- This model is a fine-tuned version of [Qwen/Qwen2.5-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct) on an unknown dataset.
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- It achieves the following results on the evaluation set:
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- - Loss: 0.7387
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-
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- ## Model description
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-
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- More information needed
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-
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- ## Intended uses & limitations
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-
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- More information needed
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-
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- ## Training and evaluation data
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-
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- More information needed
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-
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- ## Training procedure
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-
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- ### Training hyperparameters
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-
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- The following hyperparameters were used during training:
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- - learning_rate: 4e-05
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- - train_batch_size: 4
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- - eval_batch_size: 4
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- - seed: 0
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- - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- - lr_scheduler_type: cosine
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- - lr_scheduler_warmup_ratio: 0.01
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- - num_epochs: 32
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-
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- ### Training results
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-
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- | Training Loss | Epoch | Step | Validation Loss |
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- |:-------------:|:-------:|:----:|:---------------:|
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- | 3.1208 | 0.0405 | 3 | 3.2027 |
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- | 3.1051 | 0.0811 | 6 | 3.1913 |
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- | 3.1475 | 0.1216 | 9 | 3.1761 |
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- | 2.9958 | 0.1622 | 12 | 3.1458 |
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- | 2.8187 | 0.2027 | 15 | 3.1096 |
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- | 2.8758 | 0.2432 | 18 | 3.0628 |
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- | 2.8679 | 0.2838 | 21 | 3.0088 |
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- | 2.8846 | 0.3243 | 24 | 2.9546 |
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- | 2.7974 | 0.3649 | 27 | 2.8958 |
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- | 2.8269 | 0.4054 | 30 | 2.8389 |
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- | 2.7379 | 0.4459 | 33 | 2.7776 |
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- | 2.6123 | 0.4865 | 36 | 2.7106 |
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- | 2.5641 | 0.5270 | 39 | 2.6495 |
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- | 2.5012 | 0.5676 | 42 | 2.5868 |
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- | 2.4825 | 0.6081 | 45 | 2.5148 |
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- | 2.336 | 0.6486 | 48 | 2.4660 |
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- | 2.4145 | 0.6892 | 51 | 2.4062 |
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- | 2.3906 | 0.7297 | 54 | 2.3530 |
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- | 2.2689 | 0.7703 | 57 | 2.2990 |
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- | 2.2372 | 0.8108 | 60 | 2.2181 |
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- | 2.2054 | 0.8514 | 63 | 2.1602 |
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- | 2.1776 | 0.8919 | 66 | 2.0944 |
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- | 1.9452 | 0.9324 | 69 | 2.0230 |
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- | 2.0305 | 0.9730 | 72 | 1.9619 |
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- | 1.8456 | 1.0135 | 75 | 1.8966 |
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- | 1.8186 | 1.0541 | 78 | 1.8361 |
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- | 1.7897 | 1.0946 | 81 | 1.7808 |
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- | 1.7574 | 1.1351 | 84 | 1.7257 |
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- | 1.7225 | 1.1757 | 87 | 1.6673 |
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- | 1.5421 | 1.2162 | 90 | 1.6174 |
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- | 1.5612 | 1.2568 | 93 | 1.5772 |
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- | 1.5226 | 1.2973 | 96 | 1.5207 |
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- | 1.4257 | 1.3378 | 99 | 1.4864 |
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- | 1.5004 | 1.3784 | 102 | 1.4500 |
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- | 1.3826 | 1.4189 | 105 | 1.4225 |
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- | 1.4051 | 1.4595 | 108 | 1.3967 |
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- | 1.4726 | 1.5 | 111 | 1.3684 |
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- | 1.2813 | 1.5405 | 114 | 1.3477 |
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- | 1.3158 | 1.5811 | 117 | 1.3245 |
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- | 1.2704 | 1.6216 | 120 | 1.3132 |
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- | 1.2899 | 1.6622 | 123 | 1.2953 |
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- | 1.5335 | 1.7027 | 126 | 1.2824 |
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- | 1.2311 | 1.7432 | 129 | 1.2727 |
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- | 1.2331 | 1.7838 | 132 | 1.2568 |
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- | 1.2152 | 1.8243 | 135 | 1.2386 |
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- | 1.2849 | 1.8649 | 138 | 1.2285 |
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- | 1.1681 | 1.9054 | 141 | 1.2190 |
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- | 1.2107 | 1.9459 | 144 | 1.2137 |
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- | 1.122 | 1.9865 | 147 | 1.2030 |
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- | 1.2358 | 2.0270 | 150 | 1.1939 |
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- | 1.444 | 2.0676 | 153 | 1.1884 |
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- | 1.2996 | 2.1081 | 156 | 1.1801 |
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- | 1.1422 | 2.1486 | 159 | 1.1748 |
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- | 1.1755 | 2.1892 | 162 | 1.1672 |
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- | 1.0404 | 2.2297 | 165 | 1.1653 |
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- | 1.1468 | 2.2703 | 168 | 1.1548 |
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- | 1.1091 | 2.3108 | 171 | 1.1488 |
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- | 1.1161 | 2.3514 | 174 | 1.1533 |
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- | 1.0319 | 2.3919 | 177 | 1.1421 |
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- | 1.0984 | 2.4324 | 180 | 1.1380 |
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- | 1.1694 | 2.4730 | 183 | 1.1273 |
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- | 0.9938 | 2.5135 | 186 | 1.1238 |
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- | 1.1249 | 2.5541 | 189 | 1.1151 |
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- | 1.2545 | 2.5946 | 192 | 1.1133 |
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- | 1.1458 | 2.6351 | 195 | 1.1104 |
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- | 1.1756 | 2.6757 | 198 | 1.1031 |
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- | 1.0413 | 2.7162 | 201 | 1.0978 |
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- | 1.0521 | 2.7568 | 204 | 1.0915 |
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- | 1.0209 | 2.7973 | 207 | 1.0917 |
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- | 0.9818 | 2.8378 | 210 | 1.0888 |
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- | 1.1486 | 2.8784 | 213 | 1.0861 |
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- | 1.0615 | 2.9189 | 216 | 1.0838 |
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- | 1.0094 | 2.9595 | 219 | 1.0781 |
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- | 1.027 | 3.0 | 222 | 1.0788 |
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- | 1.0367 | 3.0405 | 225 | 1.0744 |
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- | 1.0732 | 3.0811 | 228 | 1.0692 |
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- | 1.2963 | 3.1216 | 231 | 1.0681 |
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- | 1.0756 | 3.1622 | 234 | 1.0666 |
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- | 1.281 | 3.2027 | 237 | 1.0622 |
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- | 1.0219 | 3.2432 | 240 | 1.0607 |
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- | 1.0859 | 3.2838 | 243 | 1.0617 |
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- | 1.0362 | 3.3243 | 246 | 1.0554 |
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- | 0.9374 | 3.3649 | 249 | 1.0506 |
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- | 0.9561 | 3.4054 | 252 | 1.0439 |
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- | 1.0258 | 3.4459 | 255 | 1.0428 |
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- | 1.0305 | 3.4865 | 258 | 1.0417 |
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- | 1.0936 | 3.5270 | 261 | 1.0401 |
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- | 1.0279 | 3.5676 | 264 | 1.0381 |
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- | 0.9374 | 3.6081 | 267 | 1.0337 |
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- | 0.9181 | 3.6486 | 270 | 1.0314 |
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- | 1.1563 | 3.6892 | 273 | 1.0308 |
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- | 1.0048 | 3.7297 | 276 | 1.0329 |
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- | 1.0085 | 3.7703 | 279 | 1.0318 |
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- | 0.9796 | 3.8108 | 282 | 1.0305 |
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- | 1.0081 | 3.8514 | 285 | 1.0257 |
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- | 0.9767 | 3.8919 | 288 | 1.0221 |
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- | 0.9264 | 3.9324 | 291 | 1.0196 |
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- | 0.8994 | 3.9730 | 294 | 1.0177 |
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- | 0.8931 | 4.0135 | 297 | 1.0175 |
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- | 1.0456 | 4.0541 | 300 | 1.0140 |
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- | 0.9918 | 4.0946 | 303 | 1.0127 |
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- | 0.9371 | 4.1351 | 306 | 1.0089 |
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- | 0.9584 | 4.1757 | 309 | 1.0143 |
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- | 0.869 | 4.2162 | 312 | 1.0034 |
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- | 0.9225 | 4.2568 | 315 | 0.9995 |
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- | 0.9197 | 4.2973 | 318 | 1.0017 |
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- | 0.9189 | 4.3378 | 321 | 0.9999 |
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- | 0.9804 | 4.3784 | 324 | 0.9972 |
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- | 0.875 | 4.4189 | 327 | 0.9972 |
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- | 0.9624 | 4.4595 | 330 | 0.9968 |
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- | 1.0302 | 4.5 | 333 | 0.9937 |
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- | 0.9522 | 4.5405 | 336 | 0.9913 |
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- | 1.1925 | 4.5811 | 339 | 0.9910 |
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- | 0.9591 | 4.6216 | 342 | 0.9883 |
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- | 0.9859 | 4.6622 | 345 | 0.9852 |
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- | 1.1778 | 4.7027 | 348 | 0.9862 |
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- | 0.9507 | 4.7432 | 351 | 0.9867 |
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- | 0.9281 | 4.7838 | 354 | 0.9822 |
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- | 0.8874 | 4.8243 | 357 | 0.9779 |
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- | 1.0883 | 4.8649 | 360 | 0.9748 |
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- | 0.8251 | 4.9054 | 363 | 0.9764 |
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- | 0.9055 | 4.9459 | 366 | 0.9728 |
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- | 0.8919 | 4.9865 | 369 | 0.9768 |
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- | 1.0278 | 5.0270 | 372 | 0.9694 |
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- | 0.8941 | 5.0676 | 375 | 0.9679 |
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- | 1.0327 | 5.1081 | 378 | 0.9690 |
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- | 0.9175 | 5.1486 | 381 | 0.9655 |
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- | 0.8924 | 5.1892 | 384 | 0.9606 |
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- | 0.8728 | 5.2297 | 387 | 0.9610 |
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- | 1.1136 | 5.2703 | 390 | 0.9620 |
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- | 0.9395 | 5.3108 | 393 | 0.9580 |
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- | 0.9548 | 5.3514 | 396 | 0.9563 |
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- | 0.8094 | 5.3919 | 399 | 0.9535 |
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- | 1.1105 | 5.4324 | 402 | 0.9547 |
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- | 0.7559 | 5.4730 | 405 | 0.9552 |
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- | 1.0868 | 5.5135 | 408 | 0.9564 |
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- | 0.8924 | 5.5541 | 411 | 0.9534 |
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- | 0.7555 | 5.5946 | 414 | 0.9531 |
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- | 1.1301 | 5.6351 | 417 | 0.9530 |
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- | 0.853 | 5.6757 | 420 | 0.9504 |
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- | 0.8389 | 5.7162 | 423 | 0.9505 |
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- | 0.9227 | 5.7568 | 426 | 0.9475 |
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- | 0.8284 | 5.7973 | 429 | 0.9471 |
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- | 0.8861 | 5.8378 | 432 | 0.9462 |
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- | 0.8685 | 5.8784 | 435 | 0.9439 |
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- | 0.9224 | 5.9189 | 438 | 0.9397 |
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- | 1.0131 | 5.9595 | 441 | 0.9377 |
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- | 0.8987 | 6.0 | 444 | 0.9383 |
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- | 0.8799 | 6.0405 | 447 | 0.9382 |
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- | 1.0713 | 6.0811 | 450 | 0.9383 |
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- | 0.8875 | 6.1216 | 453 | 0.9358 |
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- | 1.1155 | 6.1622 | 456 | 0.9374 |
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- | 0.9545 | 6.2027 | 459 | 0.9332 |
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- | 0.856 | 6.2432 | 462 | 0.9301 |
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- | 0.8397 | 6.2838 | 465 | 0.9293 |
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- | 0.8901 | 6.3243 | 468 | 0.9270 |
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- | 0.8582 | 6.3649 | 471 | 0.9296 |
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- | 0.8374 | 6.4054 | 474 | 0.9270 |
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- | 0.8233 | 6.4459 | 477 | 0.9228 |
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- | 0.8611 | 6.4865 | 480 | 0.9205 |
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- | 0.9882 | 6.5270 | 483 | 0.9222 |
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- | 0.878 | 6.5676 | 486 | 0.9231 |
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- | 0.8198 | 6.6081 | 489 | 0.9216 |
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- | 0.8485 | 6.6486 | 492 | 0.9220 |
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- | 0.7551 | 6.6892 | 495 | 0.9232 |
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- | 0.9539 | 6.7297 | 498 | 0.9212 |
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- | 0.9046 | 6.7703 | 501 | 0.9219 |
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- | 0.8941 | 6.8108 | 504 | 0.9213 |
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- | 0.8578 | 6.8514 | 507 | 0.9151 |
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- | 0.8106 | 6.8919 | 510 | 0.9157 |
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- | 0.7412 | 6.9324 | 513 | 0.9164 |
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- | 0.9782 | 6.9730 | 516 | 0.9154 |
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- | 0.8391 | 7.0135 | 519 | 0.9178 |
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- | 1.0248 | 7.0541 | 522 | 0.9198 |
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- | 0.7815 | 7.0946 | 525 | 0.9139 |
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- | 0.7832 | 7.1351 | 528 | 0.9081 |
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- | 0.7286 | 7.1757 | 531 | 0.9074 |
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- | 0.7792 | 7.2162 | 534 | 0.9132 |
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- | 0.8675 | 7.2568 | 537 | 0.9078 |
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- | 0.8072 | 7.2973 | 540 | 0.9065 |
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- | 0.9848 | 7.3378 | 543 | 0.9038 |
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- | 1.1688 | 7.3784 | 546 | 0.9072 |
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- | 0.7637 | 7.4189 | 549 | 0.9032 |
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- | 0.8637 | 7.4595 | 552 | 0.8992 |
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- | 0.873 | 7.5 | 555 | 0.9019 |
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- | 0.8521 | 7.5405 | 558 | 0.9017 |
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- | 0.8397 | 7.5811 | 561 | 0.9028 |
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- | 0.8654 | 7.6216 | 564 | 0.8940 |
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- | 0.7825 | 7.6622 | 567 | 0.8960 |
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- | 0.929 | 7.7027 | 570 | 0.8933 |
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- | 0.8989 | 7.7432 | 573 | 0.8914 |
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- | 0.757 | 7.7838 | 576 | 0.8910 |
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- | 1.0276 | 7.8243 | 579 | 0.8913 |
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- | 0.6477 | 7.8649 | 582 | 0.8910 |
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- | 0.7152 | 7.9054 | 585 | 0.8939 |
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- | 0.9926 | 7.9459 | 588 | 0.8940 |
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- | 0.9186 | 7.9865 | 591 | 0.8911 |
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- | 0.7522 | 8.0270 | 594 | 0.8887 |
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- | 0.741 | 8.0676 | 597 | 0.8860 |
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- | 0.704 | 8.1081 | 600 | 0.8850 |
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- | 0.6462 | 8.1486 | 603 | 0.8892 |
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- | 0.8187 | 8.1892 | 606 | 0.8826 |
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- | 0.8307 | 8.2297 | 609 | 0.8789 |
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- | 0.851 | 8.2703 | 612 | 0.8809 |
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- | 1.031 | 8.3108 | 615 | 0.8828 |
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- | 1.0176 | 8.3514 | 618 | 0.8813 |
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- | 0.7549 | 8.3919 | 621 | 0.8778 |
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- | 0.8189 | 8.4324 | 624 | 0.8763 |
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- | 1.1007 | 8.4730 | 627 | 0.8750 |
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- | 0.8216 | 8.5135 | 630 | 0.8762 |
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- | 0.715 | 8.5541 | 633 | 0.8743 |
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- | 0.8203 | 8.5946 | 636 | 0.8763 |
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- | 0.7866 | 8.6351 | 639 | 0.8748 |
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- | 0.9153 | 8.6757 | 642 | 0.8728 |
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- | 0.9688 | 8.7162 | 645 | 0.8685 |
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- | 0.6317 | 8.7568 | 648 | 0.8710 |
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- | 0.7267 | 8.7973 | 651 | 0.8707 |
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- | 0.8292 | 8.8378 | 654 | 0.8691 |
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- | 0.8516 | 8.8784 | 657 | 0.8648 |
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- | 0.7637 | 8.9189 | 660 | 0.8676 |
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- | 0.7873 | 8.9595 | 663 | 0.8703 |
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- | 0.9375 | 9.0 | 666 | 0.8711 |
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- | 0.7844 | 9.0405 | 669 | 0.8634 |
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- | 0.7969 | 9.0811 | 672 | 0.8639 |
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- | 1.0146 | 9.1216 | 675 | 0.8647 |
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- | 0.9386 | 9.1622 | 678 | 0.8636 |
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- | 0.7381 | 9.2027 | 681 | 0.8611 |
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- | 0.7708 | 9.2432 | 684 | 0.8619 |
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- | 0.8501 | 9.2838 | 687 | 0.8636 |
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- | 1.0895 | 9.3243 | 690 | 0.8624 |
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- | 0.7784 | 9.3649 | 693 | 0.8624 |
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- | 0.7794 | 9.4054 | 696 | 0.8637 |
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- | 0.6984 | 9.4459 | 699 | 0.8590 |
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- | 0.9442 | 9.4865 | 702 | 0.8558 |
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- | 0.8026 | 9.5270 | 705 | 0.8558 |
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- | 0.8767 | 9.5676 | 708 | 0.8536 |
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- | 0.7298 | 9.6081 | 711 | 0.8511 |
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- | 0.6928 | 9.6486 | 714 | 0.8524 |
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- | 0.7068 | 9.6892 | 717 | 0.8532 |
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- | 0.7159 | 9.7297 | 720 | 0.8539 |
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- | 0.627 | 9.7703 | 723 | 0.8534 |
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- | 0.7097 | 9.8108 | 726 | 0.8557 |
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- | 0.6333 | 9.8514 | 729 | 0.8602 |
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- | 0.858 | 9.8919 | 732 | 0.8563 |
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- | 0.8599 | 9.9324 | 735 | 0.8547 |
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- | 0.8943 | 9.9730 | 738 | 0.8533 |
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- | 0.6119 | 10.0135 | 741 | 0.8536 |
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- | 0.7747 | 10.0541 | 744 | 0.8496 |
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- | 0.6964 | 10.0946 | 747 | 0.8481 |
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- | 0.8405 | 10.1351 | 750 | 0.8477 |
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- | 0.7406 | 10.1757 | 753 | 0.8468 |
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- | 0.8602 | 10.2162 | 756 | 0.8464 |
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- | 0.7174 | 10.2568 | 759 | 0.8424 |
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- | 0.8197 | 10.2973 | 762 | 0.8421 |
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- | 0.9546 | 10.3378 | 765 | 0.8408 |
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- | 0.8244 | 10.3784 | 768 | 0.8390 |
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- | 0.8684 | 10.4189 | 771 | 0.8381 |
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- | 0.6375 | 10.4595 | 774 | 0.8381 |
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- | 1.0448 | 10.5 | 777 | 0.8379 |
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- | 0.7016 | 10.5405 | 780 | 0.8392 |
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- | 0.7816 | 10.5811 | 783 | 0.8380 |
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- | 0.7377 | 10.6216 | 786 | 0.8390 |
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- | 0.8123 | 10.6622 | 789 | 0.8397 |
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- | 0.7813 | 10.7027 | 792 | 0.8403 |
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- | 0.7057 | 10.7432 | 795 | 0.8377 |
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- | 0.8193 | 10.7838 | 798 | 0.8391 |
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- | 0.641 | 10.8243 | 801 | 0.8395 |
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- | 0.7123 | 10.8649 | 804 | 0.8363 |
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- | 0.895 | 10.9054 | 807 | 0.8356 |
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- | 0.7314 | 10.9459 | 810 | 0.8318 |
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- | 0.6816 | 10.9865 | 813 | 0.8328 |
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- | 0.7839 | 11.0270 | 816 | 0.8333 |
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- | 0.6903 | 11.0676 | 819 | 0.8403 |
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- | 0.8589 | 11.1081 | 822 | 0.8388 |
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- | 0.7616 | 11.1486 | 825 | 0.8345 |
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- | 0.8326 | 11.1892 | 828 | 0.8337 |
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- | 0.6695 | 11.2297 | 831 | 0.8311 |
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- | 0.6722 | 11.2703 | 834 | 0.8330 |
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- | 0.6469 | 11.3108 | 837 | 0.8343 |
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- | 0.7524 | 11.3514 | 840 | 0.8335 |
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- | 0.9929 | 11.3919 | 843 | 0.8263 |
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- | 0.9125 | 11.4324 | 846 | 0.8253 |
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- | 0.7264 | 11.4730 | 849 | 0.8281 |
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- | 0.7659 | 11.5135 | 852 | 0.8258 |
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- | 0.5996 | 11.5541 | 855 | 0.8266 |
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- | 0.9027 | 11.5946 | 858 | 0.8246 |
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- | 0.7925 | 11.6351 | 861 | 0.8287 |
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- | 0.7139 | 11.6757 | 864 | 0.8277 |
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- | 0.8313 | 11.7162 | 867 | 0.8277 |
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- | 0.8107 | 11.7568 | 870 | 0.8232 |
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- | 0.6551 | 11.7973 | 873 | 0.8238 |
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- | 0.7706 | 11.8378 | 876 | 0.8243 |
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- | 0.8224 | 11.8784 | 879 | 0.8218 |
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- | 0.5772 | 11.9189 | 882 | 0.8190 |
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- | 0.7463 | 11.9595 | 885 | 0.8195 |
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- | 0.7346 | 12.0 | 888 | 0.8215 |
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- | 0.7386 | 12.0405 | 891 | 0.8193 |
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- | 0.6977 | 12.0811 | 894 | 0.8177 |
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- | 0.7275 | 12.1216 | 897 | 0.8163 |
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- | 0.834 | 12.1622 | 900 | 0.8178 |
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- | 0.6453 | 12.2027 | 903 | 0.8172 |
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- | 0.6808 | 12.2432 | 906 | 0.8179 |
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- | 0.8235 | 12.2838 | 909 | 0.8196 |
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- | 0.6978 | 12.3243 | 912 | 0.8143 |
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- | 0.6775 | 12.3649 | 915 | 0.8141 |
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- | 0.7675 | 12.4054 | 918 | 0.8159 |
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- | 0.7184 | 12.4459 | 921 | 0.8149 |
360
- | 0.8134 | 12.4865 | 924 | 0.8155 |
361
- | 0.7627 | 12.5270 | 927 | 0.8142 |
362
- | 0.6658 | 12.5676 | 930 | 0.8138 |
363
- | 0.7203 | 12.6081 | 933 | 0.8094 |
364
- | 0.8712 | 12.6486 | 936 | 0.8102 |
365
- | 0.7376 | 12.6892 | 939 | 0.8110 |
366
- | 0.6303 | 12.7297 | 942 | 0.8112 |
367
- | 0.8266 | 12.7703 | 945 | 0.8112 |
368
- | 0.6992 | 12.8108 | 948 | 0.8112 |
369
- | 0.6973 | 12.8514 | 951 | 0.8204 |
370
- | 0.7004 | 12.8919 | 954 | 0.8187 |
371
- | 0.8472 | 12.9324 | 957 | 0.8104 |
372
- | 0.6852 | 12.9730 | 960 | 0.8076 |
373
- | 0.7859 | 13.0135 | 963 | 0.8034 |
374
- | 0.748 | 13.0541 | 966 | 0.8005 |
375
- | 0.647 | 13.0946 | 969 | 0.8017 |
376
- | 0.5999 | 13.1351 | 972 | 0.8068 |
377
- | 0.8251 | 13.1757 | 975 | 0.8085 |
378
- | 0.751 | 13.2162 | 978 | 0.8019 |
379
- | 0.8143 | 13.2568 | 981 | 0.8029 |
380
- | 0.8602 | 13.2973 | 984 | 0.8021 |
381
- | 0.7271 | 13.3378 | 987 | 0.8047 |
382
- | 0.6583 | 13.3784 | 990 | 0.8032 |
383
- | 0.7526 | 13.4189 | 993 | 0.8040 |
384
- | 0.9622 | 13.4595 | 996 | 0.8047 |
385
- | 0.7012 | 13.5 | 999 | 0.8016 |
386
- | 0.7386 | 13.5405 | 1002 | 0.8023 |
387
- | 0.7437 | 13.5811 | 1005 | 0.7979 |
388
- | 0.7107 | 13.6216 | 1008 | 0.7971 |
389
- | 0.5084 | 13.6622 | 1011 | 0.7955 |
390
- | 0.7172 | 13.7027 | 1014 | 0.7958 |
391
- | 0.6663 | 13.7432 | 1017 | 0.7957 |
392
- | 0.6369 | 13.7838 | 1020 | 0.7937 |
393
- | 0.6689 | 13.8243 | 1023 | 0.7912 |
394
- | 0.7544 | 13.8649 | 1026 | 0.7928 |
395
- | 0.7894 | 13.9054 | 1029 | 0.7913 |
396
- | 0.7585 | 13.9459 | 1032 | 0.7911 |
397
- | 0.7564 | 13.9865 | 1035 | 0.7915 |
398
- | 0.7037 | 14.0270 | 1038 | 0.7942 |
399
- | 0.6665 | 14.0676 | 1041 | 0.7924 |
400
- | 0.8052 | 14.1081 | 1044 | 0.7961 |
401
- | 0.7059 | 14.1486 | 1047 | 0.7966 |
402
- | 0.9295 | 14.1892 | 1050 | 0.7922 |
403
- | 0.7731 | 14.2297 | 1053 | 0.7905 |
404
- | 0.7104 | 14.2703 | 1056 | 0.7953 |
405
- | 0.7656 | 14.3108 | 1059 | 0.7908 |
406
- | 0.6772 | 14.3514 | 1062 | 0.7932 |
407
- | 0.564 | 14.3919 | 1065 | 0.7949 |
408
- | 0.7368 | 14.4324 | 1068 | 0.7923 |
409
- | 0.7671 | 14.4730 | 1071 | 0.7978 |
410
- | 0.6184 | 14.5135 | 1074 | 0.7965 |
411
- | 0.7065 | 14.5541 | 1077 | 0.7918 |
412
- | 0.611 | 14.5946 | 1080 | 0.7901 |
413
- | 0.5999 | 14.6351 | 1083 | 0.7906 |
414
- | 0.7597 | 14.6757 | 1086 | 0.7887 |
415
- | 0.5979 | 14.7162 | 1089 | 0.7868 |
416
- | 0.6442 | 14.7568 | 1092 | 0.7880 |
417
- | 0.7898 | 14.7973 | 1095 | 0.7863 |
418
- | 0.7596 | 14.8378 | 1098 | 0.7869 |
419
- | 0.7963 | 14.8784 | 1101 | 0.7873 |
420
- | 0.7001 | 14.9189 | 1104 | 0.7863 |
421
- | 0.613 | 14.9595 | 1107 | 0.7827 |
422
- | 0.6938 | 15.0 | 1110 | 0.7820 |
423
- | 0.5834 | 15.0405 | 1113 | 0.7846 |
424
- | 0.8899 | 15.0811 | 1116 | 0.7872 |
425
- | 0.7885 | 15.1216 | 1119 | 0.7838 |
426
- | 0.7913 | 15.1622 | 1122 | 0.7838 |
427
- | 0.6819 | 15.2027 | 1125 | 0.7847 |
428
- | 0.627 | 15.2432 | 1128 | 0.7884 |
429
- | 0.7899 | 15.2838 | 1131 | 0.7823 |
430
- | 0.8729 | 15.3243 | 1134 | 0.7810 |
431
- | 0.5565 | 15.3649 | 1137 | 0.7767 |
432
- | 0.65 | 15.4054 | 1140 | 0.7798 |
433
- | 0.8706 | 15.4459 | 1143 | 0.7759 |
434
- | 0.6454 | 15.4865 | 1146 | 0.7752 |
435
- | 0.4782 | 15.5270 | 1149 | 0.7768 |
436
- | 0.5503 | 15.5676 | 1152 | 0.7770 |
437
- | 0.6918 | 15.6081 | 1155 | 0.7785 |
438
- | 0.6653 | 15.6486 | 1158 | 0.7786 |
439
- | 0.9263 | 15.6892 | 1161 | 0.7767 |
440
- | 0.555 | 15.7297 | 1164 | 0.7771 |
441
- | 0.6206 | 15.7703 | 1167 | 0.7828 |
442
- | 0.8373 | 15.8108 | 1170 | 0.7792 |
443
- | 0.6903 | 15.8514 | 1173 | 0.7757 |
444
- | 0.6952 | 15.8919 | 1176 | 0.7767 |
445
- | 0.6991 | 15.9324 | 1179 | 0.7761 |
446
- | 0.6659 | 15.9730 | 1182 | 0.7763 |
447
- | 0.6286 | 16.0135 | 1185 | 0.7761 |
448
- | 0.5775 | 16.0541 | 1188 | 0.7767 |
449
- | 0.6576 | 16.0946 | 1191 | 0.7734 |
450
- | 0.6216 | 16.1351 | 1194 | 0.7765 |
451
- | 0.6129 | 16.1757 | 1197 | 0.7764 |
452
- | 0.7025 | 16.2162 | 1200 | 0.7759 |
453
- | 0.8607 | 16.2568 | 1203 | 0.7742 |
454
- | 0.4131 | 16.2973 | 1206 | 0.7718 |
455
- | 0.6074 | 16.3378 | 1209 | 0.7712 |
456
- | 0.6138 | 16.3784 | 1212 | 0.7735 |
457
- | 0.6341 | 16.4189 | 1215 | 0.7719 |
458
- | 0.6118 | 16.4595 | 1218 | 0.7723 |
459
- | 0.7456 | 16.5 | 1221 | 0.7731 |
460
- | 0.7303 | 16.5405 | 1224 | 0.7744 |
461
- | 0.9041 | 16.5811 | 1227 | 0.7728 |
462
- | 0.6858 | 16.6216 | 1230 | 0.7696 |
463
- | 0.7813 | 16.6622 | 1233 | 0.7709 |
464
- | 0.6222 | 16.7027 | 1236 | 0.7718 |
465
- | 0.756 | 16.7432 | 1239 | 0.7699 |
466
- | 0.6971 | 16.7838 | 1242 | 0.7691 |
467
- | 0.685 | 16.8243 | 1245 | 0.7671 |
468
- | 0.8077 | 16.8649 | 1248 | 0.7700 |
469
- | 0.5113 | 16.9054 | 1251 | 0.7725 |
470
- | 0.863 | 16.9459 | 1254 | 0.7723 |
471
- | 0.5907 | 16.9865 | 1257 | 0.7732 |
472
- | 0.7326 | 17.0270 | 1260 | 0.7705 |
473
- | 0.6305 | 17.0676 | 1263 | 0.7704 |
474
- | 0.5333 | 17.1081 | 1266 | 0.7696 |
475
- | 0.6263 | 17.1486 | 1269 | 0.7736 |
476
- | 0.6031 | 17.1892 | 1272 | 0.7688 |
477
- | 0.7785 | 17.2297 | 1275 | 0.7714 |
478
- | 0.6821 | 17.2703 | 1278 | 0.7698 |
479
- | 0.7371 | 17.3108 | 1281 | 0.7650 |
480
- | 0.53 | 17.3514 | 1284 | 0.7681 |
481
- | 0.7413 | 17.3919 | 1287 | 0.7674 |
482
- | 0.5742 | 17.4324 | 1290 | 0.7650 |
483
- | 0.5972 | 17.4730 | 1293 | 0.7647 |
484
- | 0.6501 | 17.5135 | 1296 | 0.7638 |
485
- | 0.7033 | 17.5541 | 1299 | 0.7623 |
486
- | 0.9062 | 17.5946 | 1302 | 0.7605 |
487
- | 0.6346 | 17.6351 | 1305 | 0.7623 |
488
- | 0.6128 | 17.6757 | 1308 | 0.7610 |
489
- | 0.5238 | 17.7162 | 1311 | 0.7649 |
490
- | 0.7174 | 17.7568 | 1314 | 0.7638 |
491
- | 0.5736 | 17.7973 | 1317 | 0.7613 |
492
- | 0.6981 | 17.8378 | 1320 | 0.7663 |
493
- | 0.7606 | 17.8784 | 1323 | 0.7639 |
494
- | 0.8921 | 17.9189 | 1326 | 0.7627 |
495
- | 0.8137 | 17.9595 | 1329 | 0.7596 |
496
- | 0.5805 | 18.0 | 1332 | 0.7611 |
497
- | 0.7555 | 18.0405 | 1335 | 0.7630 |
498
- | 0.7198 | 18.0811 | 1338 | 0.7657 |
499
- | 0.6985 | 18.1216 | 1341 | 0.7668 |
500
- | 0.751 | 18.1622 | 1344 | 0.7647 |
501
- | 0.6312 | 18.2027 | 1347 | 0.7666 |
502
- | 0.5514 | 18.2432 | 1350 | 0.7633 |
503
- | 0.7886 | 18.2838 | 1353 | 0.7598 |
504
- | 0.6188 | 18.3243 | 1356 | 0.7591 |
505
- | 0.9161 | 18.3649 | 1359 | 0.7609 |
506
- | 0.7103 | 18.4054 | 1362 | 0.7597 |
507
- | 0.5801 | 18.4459 | 1365 | 0.7600 |
508
- | 0.5811 | 18.4865 | 1368 | 0.7568 |
509
- | 0.7084 | 18.5270 | 1371 | 0.7583 |
510
- | 0.6469 | 18.5676 | 1374 | 0.7567 |
511
- | 0.4795 | 18.6081 | 1377 | 0.7577 |
512
- | 0.5333 | 18.6486 | 1380 | 0.7608 |
513
- | 0.6912 | 18.6892 | 1383 | 0.7599 |
514
- | 0.5693 | 18.7297 | 1386 | 0.7605 |
515
- | 0.765 | 18.7703 | 1389 | 0.7586 |
516
- | 0.6908 | 18.8108 | 1392 | 0.7576 |
517
- | 0.554 | 18.8514 | 1395 | 0.7588 |
518
- | 0.5517 | 18.8919 | 1398 | 0.7593 |
519
- | 0.6006 | 18.9324 | 1401 | 0.7624 |
520
- | 0.8661 | 18.9730 | 1404 | 0.7610 |
521
- | 0.5183 | 19.0135 | 1407 | 0.7586 |
522
- | 0.7951 | 19.0541 | 1410 | 0.7585 |
523
- | 0.6838 | 19.0946 | 1413 | 0.7561 |
524
- | 0.7278 | 19.1351 | 1416 | 0.7545 |
525
- | 0.6053 | 19.1757 | 1419 | 0.7541 |
526
- | 0.5119 | 19.2162 | 1422 | 0.7537 |
527
- | 0.5743 | 19.2568 | 1425 | 0.7566 |
528
- | 0.8562 | 19.2973 | 1428 | 0.7532 |
529
- | 0.4632 | 19.3378 | 1431 | 0.7539 |
530
- | 0.8029 | 19.3784 | 1434 | 0.7568 |
531
- | 0.8046 | 19.4189 | 1437 | 0.7553 |
532
- | 0.6308 | 19.4595 | 1440 | 0.7547 |
533
- | 0.5366 | 19.5 | 1443 | 0.7549 |
534
- | 0.5249 | 19.5405 | 1446 | 0.7557 |
535
- | 0.7144 | 19.5811 | 1449 | 0.7550 |
536
- | 0.7054 | 19.6216 | 1452 | 0.7563 |
537
- | 0.6575 | 19.6622 | 1455 | 0.7541 |
538
- | 0.5057 | 19.7027 | 1458 | 0.7544 |
539
- | 0.6339 | 19.7432 | 1461 | 0.7568 |
540
- | 0.5965 | 19.7838 | 1464 | 0.7566 |
541
- | 1.0225 | 19.8243 | 1467 | 0.7582 |
542
- | 0.5466 | 19.8649 | 1470 | 0.7534 |
543
- | 0.5946 | 19.9054 | 1473 | 0.7574 |
544
- | 0.7015 | 19.9459 | 1476 | 0.7558 |
545
- | 0.6772 | 19.9865 | 1479 | 0.7527 |
546
- | 0.628 | 20.0270 | 1482 | 0.7520 |
547
- | 0.8432 | 20.0676 | 1485 | 0.7546 |
548
- | 0.5012 | 20.1081 | 1488 | 0.7524 |
549
- | 0.7843 | 20.1486 | 1491 | 0.7560 |
550
- | 0.6263 | 20.1892 | 1494 | 0.7533 |
551
- | 0.5751 | 20.2297 | 1497 | 0.7530 |
552
- | 0.5538 | 20.2703 | 1500 | 0.7574 |
553
- | 0.4866 | 20.3108 | 1503 | 0.7526 |
554
- | 0.5303 | 20.3514 | 1506 | 0.7558 |
555
- | 0.8348 | 20.3919 | 1509 | 0.7519 |
556
- | 0.6568 | 20.4324 | 1512 | 0.7540 |
557
- | 0.587 | 20.4730 | 1515 | 0.7505 |
558
- | 0.5837 | 20.5135 | 1518 | 0.7523 |
559
- | 0.7225 | 20.5541 | 1521 | 0.7493 |
560
- | 0.6323 | 20.5946 | 1524 | 0.7533 |
561
- | 0.7393 | 20.6351 | 1527 | 0.7542 |
562
- | 0.9057 | 20.6757 | 1530 | 0.7537 |
563
- | 0.5939 | 20.7162 | 1533 | 0.7554 |
564
- | 0.7613 | 20.7568 | 1536 | 0.7528 |
565
- | 0.4678 | 20.7973 | 1539 | 0.7524 |
566
- | 0.6316 | 20.8378 | 1542 | 0.7501 |
567
- | 0.5362 | 20.8784 | 1545 | 0.7522 |
568
- | 0.653 | 20.9189 | 1548 | 0.7495 |
569
- | 0.8229 | 20.9595 | 1551 | 0.7499 |
570
- | 0.5539 | 21.0 | 1554 | 0.7486 |
571
- | 0.586 | 21.0405 | 1557 | 0.7498 |
572
- | 0.5707 | 21.0811 | 1560 | 0.7505 |
573
- | 0.6017 | 21.1216 | 1563 | 0.7497 |
574
- | 0.5576 | 21.1622 | 1566 | 0.7489 |
575
- | 0.7408 | 21.2027 | 1569 | 0.7503 |
576
- | 0.542 | 21.2432 | 1572 | 0.7490 |
577
- | 0.576 | 21.2838 | 1575 | 0.7478 |
578
- | 0.5323 | 21.3243 | 1578 | 0.7525 |
579
- | 0.6224 | 21.3649 | 1581 | 0.7499 |
580
- | 0.5921 | 21.4054 | 1584 | 0.7521 |
581
- | 0.5888 | 21.4459 | 1587 | 0.7480 |
582
- | 0.493 | 21.4865 | 1590 | 0.7492 |
583
- | 0.6878 | 21.5270 | 1593 | 0.7491 |
584
- | 0.5939 | 21.5676 | 1596 | 0.7487 |
585
- | 0.6568 | 21.6081 | 1599 | 0.7464 |
586
- | 0.7762 | 21.6486 | 1602 | 0.7491 |
587
- | 0.7653 | 21.6892 | 1605 | 0.7495 |
588
- | 1.048 | 21.7297 | 1608 | 0.7442 |
589
- | 0.4252 | 21.7703 | 1611 | 0.7448 |
590
- | 0.7077 | 21.8108 | 1614 | 0.7462 |
591
- | 0.7929 | 21.8514 | 1617 | 0.7441 |
592
- | 0.7359 | 21.8919 | 1620 | 0.7431 |
593
- | 0.579 | 21.9324 | 1623 | 0.7404 |
594
- | 0.5986 | 21.9730 | 1626 | 0.7424 |
595
- | 0.6294 | 22.0135 | 1629 | 0.7483 |
596
- | 0.6028 | 22.0541 | 1632 | 0.7487 |
597
- | 0.71 | 22.0946 | 1635 | 0.7486 |
598
- | 0.7272 | 22.1351 | 1638 | 0.7474 |
599
- | 0.7421 | 22.1757 | 1641 | 0.7484 |
600
- | 0.6425 | 22.2162 | 1644 | 0.7485 |
601
- | 0.7581 | 22.2568 | 1647 | 0.7454 |
602
- | 0.6693 | 22.2973 | 1650 | 0.7461 |
603
- | 0.7514 | 22.3378 | 1653 | 0.7439 |
604
- | 0.4701 | 22.3784 | 1656 | 0.7446 |
605
- | 0.5123 | 22.4189 | 1659 | 0.7474 |
606
- | 0.5777 | 22.4595 | 1662 | 0.7448 |
607
- | 0.611 | 22.5 | 1665 | 0.7442 |
608
- | 0.5888 | 22.5405 | 1668 | 0.7456 |
609
- | 0.5861 | 22.5811 | 1671 | 0.7462 |
610
- | 0.7648 | 22.6216 | 1674 | 0.7442 |
611
- | 0.5827 | 22.6622 | 1677 | 0.7464 |
612
- | 0.7285 | 22.7027 | 1680 | 0.7477 |
613
- | 0.5688 | 22.7432 | 1683 | 0.7465 |
614
- | 0.65 | 22.7838 | 1686 | 0.7466 |
615
- | 0.4758 | 22.8243 | 1689 | 0.7461 |
616
- | 0.6542 | 22.8649 | 1692 | 0.7446 |
617
- | 0.5368 | 22.9054 | 1695 | 0.7479 |
618
- | 0.8234 | 22.9459 | 1698 | 0.7471 |
619
- | 0.5605 | 22.9865 | 1701 | 0.7457 |
620
- | 0.6373 | 23.0270 | 1704 | 0.7468 |
621
- | 0.5194 | 23.0676 | 1707 | 0.7462 |
622
- | 0.7406 | 23.1081 | 1710 | 0.7447 |
623
- | 0.5238 | 23.1486 | 1713 | 0.7434 |
624
- | 0.6407 | 23.1892 | 1716 | 0.7431 |
625
- | 0.4933 | 23.2297 | 1719 | 0.7436 |
626
- | 0.8002 | 23.2703 | 1722 | 0.7450 |
627
- | 0.6489 | 23.3108 | 1725 | 0.7458 |
628
- | 0.6325 | 23.3514 | 1728 | 0.7433 |
629
- | 0.5101 | 23.3919 | 1731 | 0.7440 |
630
- | 0.6503 | 23.4324 | 1734 | 0.7442 |
631
- | 0.8555 | 23.4730 | 1737 | 0.7455 |
632
- | 0.4222 | 23.5135 | 1740 | 0.7447 |
633
- | 0.843 | 23.5541 | 1743 | 0.7446 |
634
- | 0.8313 | 23.5946 | 1746 | 0.7441 |
635
- | 0.7178 | 23.6351 | 1749 | 0.7439 |
636
- | 0.6409 | 23.6757 | 1752 | 0.7431 |
637
- | 0.6184 | 23.7162 | 1755 | 0.7437 |
638
- | 0.5277 | 23.7568 | 1758 | 0.7432 |
639
- | 0.5987 | 23.7973 | 1761 | 0.7445 |
640
- | 0.7011 | 23.8378 | 1764 | 0.7407 |
641
- | 0.6693 | 23.8784 | 1767 | 0.7429 |
642
- | 0.6101 | 23.9189 | 1770 | 0.7423 |
643
- | 0.5883 | 23.9595 | 1773 | 0.7437 |
644
- | 0.4803 | 24.0 | 1776 | 0.7473 |
645
- | 0.6667 | 24.0405 | 1779 | 0.7445 |
646
- | 0.6156 | 24.0811 | 1782 | 0.7445 |
647
- | 0.7909 | 24.1216 | 1785 | 0.7416 |
648
- | 0.449 | 24.1622 | 1788 | 0.7397 |
649
- | 0.6064 | 24.2027 | 1791 | 0.7412 |
650
- | 0.5522 | 24.2432 | 1794 | 0.7404 |
651
- | 0.5244 | 24.2838 | 1797 | 0.7440 |
652
- | 0.6211 | 24.3243 | 1800 | 0.7421 |
653
- | 0.572 | 24.3649 | 1803 | 0.7422 |
654
- | 0.7 | 24.4054 | 1806 | 0.7425 |
655
- | 0.6095 | 24.4459 | 1809 | 0.7447 |
656
- | 0.9109 | 24.4865 | 1812 | 0.7447 |
657
- | 0.5852 | 24.5270 | 1815 | 0.7445 |
658
- | 0.8397 | 24.5676 | 1818 | 0.7408 |
659
- | 0.6186 | 24.6081 | 1821 | 0.7393 |
660
- | 0.7605 | 24.6486 | 1824 | 0.7419 |
661
- | 0.4131 | 24.6892 | 1827 | 0.7393 |
662
- | 0.8149 | 24.7297 | 1830 | 0.7434 |
663
- | 0.5877 | 24.7703 | 1833 | 0.7435 |
664
- | 0.5594 | 24.8108 | 1836 | 0.7420 |
665
- | 0.6607 | 24.8514 | 1839 | 0.7433 |
666
- | 0.5369 | 24.8919 | 1842 | 0.7437 |
667
- | 0.5268 | 24.9324 | 1845 | 0.7410 |
668
- | 0.5273 | 24.9730 | 1848 | 0.7440 |
669
- | 0.6146 | 25.0135 | 1851 | 0.7427 |
670
- | 0.8054 | 25.0541 | 1854 | 0.7440 |
671
- | 0.8785 | 25.0946 | 1857 | 0.7451 |
672
- | 0.7208 | 25.1351 | 1860 | 0.7450 |
673
- | 0.6592 | 25.1757 | 1863 | 0.7434 |
674
- | 0.7174 | 25.2162 | 1866 | 0.7430 |
675
- | 0.5552 | 25.2568 | 1869 | 0.7398 |
676
- | 0.7374 | 25.2973 | 1872 | 0.7411 |
677
- | 0.6694 | 25.3378 | 1875 | 0.7400 |
678
- | 0.5145 | 25.3784 | 1878 | 0.7406 |
679
- | 0.6904 | 25.4189 | 1881 | 0.7405 |
680
- | 0.6441 | 25.4595 | 1884 | 0.7425 |
681
- | 0.4699 | 25.5 | 1887 | 0.7410 |
682
- | 0.6629 | 25.5405 | 1890 | 0.7400 |
683
- | 0.5895 | 25.5811 | 1893 | 0.7434 |
684
- | 0.6364 | 25.6216 | 1896 | 0.7407 |
685
- | 0.7567 | 25.6622 | 1899 | 0.7440 |
686
- | 0.7204 | 25.7027 | 1902 | 0.7409 |
687
- | 0.5391 | 25.7432 | 1905 | 0.7427 |
688
- | 0.5649 | 25.7838 | 1908 | 0.7411 |
689
- | 0.7254 | 25.8243 | 1911 | 0.7401 |
690
- | 0.5305 | 25.8649 | 1914 | 0.7390 |
691
- | 0.523 | 25.9054 | 1917 | 0.7389 |
692
- | 0.4508 | 25.9459 | 1920 | 0.7394 |
693
- | 0.4191 | 25.9865 | 1923 | 0.7414 |
694
- | 0.5966 | 26.0270 | 1926 | 0.7438 |
695
- | 0.6259 | 26.0676 | 1929 | 0.7404 |
696
- | 0.5717 | 26.1081 | 1932 | 0.7429 |
697
- | 0.5566 | 26.1486 | 1935 | 0.7413 |
698
- | 0.612 | 26.1892 | 1938 | 0.7405 |
699
- | 0.7154 | 26.2297 | 1941 | 0.7419 |
700
- | 0.7489 | 26.2703 | 1944 | 0.7417 |
701
- | 0.5922 | 26.3108 | 1947 | 0.7421 |
702
- | 0.6247 | 26.3514 | 1950 | 0.7420 |
703
- | 0.5243 | 26.3919 | 1953 | 0.7407 |
704
- | 1.0104 | 26.4324 | 1956 | 0.7427 |
705
- | 0.516 | 26.4730 | 1959 | 0.7419 |
706
- | 0.5302 | 26.5135 | 1962 | 0.7393 |
707
- | 0.742 | 26.5541 | 1965 | 0.7415 |
708
- | 0.5358 | 26.5946 | 1968 | 0.7421 |
709
- | 0.4858 | 26.6351 | 1971 | 0.7450 |
710
- | 0.6545 | 26.6757 | 1974 | 0.7425 |
711
- | 0.6161 | 26.7162 | 1977 | 0.7417 |
712
- | 0.7481 | 26.7568 | 1980 | 0.7404 |
713
- | 0.5783 | 26.7973 | 1983 | 0.7436 |
714
- | 0.457 | 26.8378 | 1986 | 0.7422 |
715
- | 0.5594 | 26.8784 | 1989 | 0.7424 |
716
- | 0.609 | 26.9189 | 1992 | 0.7435 |
717
- | 0.6018 | 26.9595 | 1995 | 0.7434 |
718
- | 0.7986 | 27.0 | 1998 | 0.7404 |
719
- | 0.7093 | 27.0405 | 2001 | 0.7419 |
720
- | 0.8197 | 27.0811 | 2004 | 0.7427 |
721
- | 0.5748 | 27.1216 | 2007 | 0.7434 |
722
- | 0.446 | 27.1622 | 2010 | 0.7386 |
723
- | 0.5958 | 27.2027 | 2013 | 0.7387 |
724
- | 0.7049 | 27.2432 | 2016 | 0.7400 |
725
- | 0.6765 | 27.2838 | 2019 | 0.7419 |
726
- | 0.5303 | 27.3243 | 2022 | 0.7398 |
727
- | 0.7938 | 27.3649 | 2025 | 0.7409 |
728
- | 0.5543 | 27.4054 | 2028 | 0.7388 |
729
- | 0.9195 | 27.4459 | 2031 | 0.7379 |
730
- | 0.6682 | 27.4865 | 2034 | 0.7404 |
731
- | 0.4695 | 27.5270 | 2037 | 0.7394 |
732
- | 0.5242 | 27.5676 | 2040 | 0.7410 |
733
- | 0.7289 | 27.6081 | 2043 | 0.7399 |
734
- | 0.5307 | 27.6486 | 2046 | 0.7396 |
735
- | 0.5228 | 27.6892 | 2049 | 0.7408 |
736
- | 0.5756 | 27.7297 | 2052 | 0.7400 |
737
- | 0.5873 | 27.7703 | 2055 | 0.7404 |
738
- | 0.5304 | 27.8108 | 2058 | 0.7376 |
739
- | 0.6231 | 27.8514 | 2061 | 0.7370 |
740
- | 0.6331 | 27.8919 | 2064 | 0.7389 |
741
- | 0.6596 | 27.9324 | 2067 | 0.7410 |
742
- | 0.6554 | 27.9730 | 2070 | 0.7415 |
743
- | 0.4172 | 28.0135 | 2073 | 0.7400 |
744
- | 0.8645 | 28.0541 | 2076 | 0.7394 |
745
- | 0.5343 | 28.0946 | 2079 | 0.7404 |
746
- | 0.6244 | 28.1351 | 2082 | 0.7403 |
747
- | 0.7855 | 28.1757 | 2085 | 0.7382 |
748
- | 0.5522 | 28.2162 | 2088 | 0.7408 |
749
- | 0.5947 | 28.2568 | 2091 | 0.7402 |
750
- | 0.7008 | 28.2973 | 2094 | 0.7388 |
751
- | 0.7432 | 28.3378 | 2097 | 0.7404 |
752
- | 0.3971 | 28.3784 | 2100 | 0.7404 |
753
- | 0.5977 | 28.4189 | 2103 | 0.7413 |
754
- | 0.6171 | 28.4595 | 2106 | 0.7421 |
755
- | 0.63 | 28.5 | 2109 | 0.7418 |
756
- | 0.6669 | 28.5405 | 2112 | 0.7402 |
757
- | 0.739 | 28.5811 | 2115 | 0.7413 |
758
- | 0.7795 | 28.6216 | 2118 | 0.7426 |
759
- | 0.49 | 28.6622 | 2121 | 0.7389 |
760
- | 0.5843 | 28.7027 | 2124 | 0.7412 |
761
- | 0.3649 | 28.7432 | 2127 | 0.7419 |
762
- | 0.5686 | 28.7838 | 2130 | 0.7379 |
763
- | 0.8602 | 28.8243 | 2133 | 0.7396 |
764
- | 0.6258 | 28.8649 | 2136 | 0.7380 |
765
- | 0.5918 | 28.9054 | 2139 | 0.7397 |
766
- | 0.5472 | 28.9459 | 2142 | 0.7382 |
767
- | 0.5999 | 28.9865 | 2145 | 0.7389 |
768
- | 0.637 | 29.0270 | 2148 | 0.7395 |
769
- | 0.7309 | 29.0676 | 2151 | 0.7386 |
770
- | 0.5701 | 29.1081 | 2154 | 0.7396 |
771
- | 0.5048 | 29.1486 | 2157 | 0.7398 |
772
- | 0.4754 | 29.1892 | 2160 | 0.7370 |
773
- | 0.5792 | 29.2297 | 2163 | 0.7381 |
774
- | 0.7897 | 29.2703 | 2166 | 0.7387 |
775
- | 0.6935 | 29.3108 | 2169 | 0.7407 |
776
- | 0.7357 | 29.3514 | 2172 | 0.7412 |
777
- | 0.5114 | 29.3919 | 2175 | 0.7389 |
778
- | 0.7875 | 29.4324 | 2178 | 0.7399 |
779
- | 0.5673 | 29.4730 | 2181 | 0.7385 |
780
- | 0.6423 | 29.5135 | 2184 | 0.7382 |
781
- | 0.7393 | 29.5541 | 2187 | 0.7396 |
782
- | 0.5183 | 29.5946 | 2190 | 0.7395 |
783
- | 0.5972 | 29.6351 | 2193 | 0.7389 |
784
- | 0.6461 | 29.6757 | 2196 | 0.7398 |
785
- | 0.427 | 29.7162 | 2199 | 0.7396 |
786
- | 0.7357 | 29.7568 | 2202 | 0.7381 |
787
- | 0.603 | 29.7973 | 2205 | 0.7394 |
788
- | 0.6142 | 29.8378 | 2208 | 0.7406 |
789
- | 0.4877 | 29.8784 | 2211 | 0.7408 |
790
- | 0.7774 | 29.9189 | 2214 | 0.7401 |
791
- | 0.6909 | 29.9595 | 2217 | 0.7413 |
792
- | 0.5127 | 30.0 | 2220 | 0.7398 |
793
- | 0.4667 | 30.0405 | 2223 | 0.7414 |
794
- | 0.5583 | 30.0811 | 2226 | 0.7412 |
795
- | 0.6727 | 30.1216 | 2229 | 0.7378 |
796
- | 0.5809 | 30.1622 | 2232 | 0.7419 |
797
- | 0.6331 | 30.2027 | 2235 | 0.7411 |
798
- | 0.5906 | 30.2432 | 2238 | 0.7416 |
799
- | 0.7849 | 30.2838 | 2241 | 0.7441 |
800
- | 0.5856 | 30.3243 | 2244 | 0.7413 |
801
- | 0.5886 | 30.3649 | 2247 | 0.7389 |
802
- | 0.5763 | 30.4054 | 2250 | 0.7402 |
803
- | 0.5239 | 30.4459 | 2253 | 0.7397 |
804
- | 0.614 | 30.4865 | 2256 | 0.7412 |
805
- | 0.6579 | 30.5270 | 2259 | 0.7418 |
806
- | 0.7466 | 30.5676 | 2262 | 0.7408 |
807
- | 0.7607 | 30.6081 | 2265 | 0.7414 |
808
- | 0.6251 | 30.6486 | 2268 | 0.7414 |
809
- | 0.9175 | 30.6892 | 2271 | 0.7396 |
810
- | 0.5611 | 30.7297 | 2274 | 0.7390 |
811
- | 0.7051 | 30.7703 | 2277 | 0.7403 |
812
- | 0.6331 | 30.8108 | 2280 | 0.7381 |
813
- | 0.5536 | 30.8514 | 2283 | 0.7380 |
814
- | 0.6293 | 30.8919 | 2286 | 0.7393 |
815
- | 0.4456 | 30.9324 | 2289 | 0.7400 |
816
- | 0.5521 | 30.9730 | 2292 | 0.7393 |
817
- | 0.5012 | 31.0135 | 2295 | 0.7403 |
818
- | 0.5571 | 31.0541 | 2298 | 0.7413 |
819
- | 0.6326 | 31.0946 | 2301 | 0.7420 |
820
- | 0.7587 | 31.1351 | 2304 | 0.7394 |
821
- | 0.6534 | 31.1757 | 2307 | 0.7400 |
822
- | 0.5276 | 31.2162 | 2310 | 0.7402 |
823
- | 0.6514 | 31.2568 | 2313 | 0.7392 |
824
- | 0.8247 | 31.2973 | 2316 | 0.7392 |
825
- | 0.7972 | 31.3378 | 2319 | 0.7409 |
826
- | 0.4689 | 31.3784 | 2322 | 0.7420 |
827
- | 0.5428 | 31.4189 | 2325 | 0.7398 |
828
- | 0.7894 | 31.4595 | 2328 | 0.7409 |
829
- | 0.5278 | 31.5 | 2331 | 0.7411 |
830
- | 0.5384 | 31.5405 | 2334 | 0.7419 |
831
- | 0.5847 | 31.5811 | 2337 | 0.7414 |
832
- | 0.5634 | 31.6216 | 2340 | 0.7415 |
833
- | 0.6 | 31.6622 | 2343 | 0.7418 |
834
- | 0.7443 | 31.7027 | 2346 | 0.7425 |
835
- | 0.5771 | 31.7432 | 2349 | 0.7392 |
836
- | 0.6404 | 31.7838 | 2352 | 0.7381 |
837
- | 0.5441 | 31.8243 | 2355 | 0.7406 |
838
- | 0.5123 | 31.8649 | 2358 | 0.7375 |
839
- | 0.7296 | 31.9054 | 2361 | 0.7383 |
840
- | 0.4944 | 31.9459 | 2364 | 0.7399 |
841
- | 0.7002 | 31.9865 | 2367 | 0.7387 |
842
-
843
-
844
- ### Framework versions
845
-
846
- - PEFT 0.13.2
847
- - Transformers 4.46.0
848
- - Pytorch 2.4.0
849
- - Datasets 3.0.2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
850
  - Tokenizers 0.20.0
 
1
+ ---
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+ base_model: Qwen/Qwen2.5-0.5B-Instruct
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+ library_name: peft
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+ license: apache-2.0
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+ tags:
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+ - trl
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+ - sft
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+ - generated_from_trainer
9
+ language:
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+ - zho
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+ - eng
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+ - fra
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+ - spa
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+ - por
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+ - deu
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+ - ita
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+ - rus
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+ - jpn
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+ - kor
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+ - vie
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+ - tha
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+ - ara
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+ model-index:
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+ - name: quen_2.5_lora
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+ results: []
26
+ ---
27
+
28
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
29
+ should probably proofread and complete it, then remove this comment. -->
30
+
31
+ # quen_2.5_lora
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+
33
+ This model is a fine-tuned version of [Qwen/Qwen2.5-0.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct) on an unknown dataset.
34
+ It achieves the following results on the evaluation set:
35
+ - Loss: 0.7387
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+
37
+ ## Model description
38
+
39
+ More information needed
40
+
41
+ ## Intended uses & limitations
42
+
43
+ More information needed
44
+
45
+ ## Training and evaluation data
46
+
47
+ More information needed
48
+
49
+ ## Training procedure
50
+
51
+ ### Training hyperparameters
52
+
53
+ The following hyperparameters were used during training:
54
+ - learning_rate: 4e-05
55
+ - train_batch_size: 4
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+ - eval_batch_size: 4
57
+ - seed: 0
58
+ - optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: cosine
60
+ - lr_scheduler_warmup_ratio: 0.01
61
+ - num_epochs: 32
62
+
63
+ ### Training results
64
+
65
+ | Training Loss | Epoch | Step | Validation Loss |
66
+ |:-------------:|:-------:|:----:|:---------------:|
67
+ | 3.1208 | 0.0405 | 3 | 3.2027 |
68
+ | 3.1051 | 0.0811 | 6 | 3.1913 |
69
+ | 3.1475 | 0.1216 | 9 | 3.1761 |
70
+ | 2.9958 | 0.1622 | 12 | 3.1458 |
71
+ | 2.8187 | 0.2027 | 15 | 3.1096 |
72
+ | 2.8758 | 0.2432 | 18 | 3.0628 |
73
+ | 2.8679 | 0.2838 | 21 | 3.0088 |
74
+ | 2.8846 | 0.3243 | 24 | 2.9546 |
75
+ | 2.7974 | 0.3649 | 27 | 2.8958 |
76
+ | 2.8269 | 0.4054 | 30 | 2.8389 |
77
+ | 2.7379 | 0.4459 | 33 | 2.7776 |
78
+ | 2.6123 | 0.4865 | 36 | 2.7106 |
79
+ | 2.5641 | 0.5270 | 39 | 2.6495 |
80
+ | 2.5012 | 0.5676 | 42 | 2.5868 |
81
+ | 2.4825 | 0.6081 | 45 | 2.5148 |
82
+ | 2.336 | 0.6486 | 48 | 2.4660 |
83
+ | 2.4145 | 0.6892 | 51 | 2.4062 |
84
+ | 2.3906 | 0.7297 | 54 | 2.3530 |
85
+ | 2.2689 | 0.7703 | 57 | 2.2990 |
86
+ | 2.2372 | 0.8108 | 60 | 2.2181 |
87
+ | 2.2054 | 0.8514 | 63 | 2.1602 |
88
+ | 2.1776 | 0.8919 | 66 | 2.0944 |
89
+ | 1.9452 | 0.9324 | 69 | 2.0230 |
90
+ | 2.0305 | 0.9730 | 72 | 1.9619 |
91
+ | 1.8456 | 1.0135 | 75 | 1.8966 |
92
+ | 1.8186 | 1.0541 | 78 | 1.8361 |
93
+ | 1.7897 | 1.0946 | 81 | 1.7808 |
94
+ | 1.7574 | 1.1351 | 84 | 1.7257 |
95
+ | 1.7225 | 1.1757 | 87 | 1.6673 |
96
+ | 1.5421 | 1.2162 | 90 | 1.6174 |
97
+ | 1.5612 | 1.2568 | 93 | 1.5772 |
98
+ | 1.5226 | 1.2973 | 96 | 1.5207 |
99
+ | 1.4257 | 1.3378 | 99 | 1.4864 |
100
+ | 1.5004 | 1.3784 | 102 | 1.4500 |
101
+ | 1.3826 | 1.4189 | 105 | 1.4225 |
102
+ | 1.4051 | 1.4595 | 108 | 1.3967 |
103
+ | 1.4726 | 1.5 | 111 | 1.3684 |
104
+ | 1.2813 | 1.5405 | 114 | 1.3477 |
105
+ | 1.3158 | 1.5811 | 117 | 1.3245 |
106
+ | 1.2704 | 1.6216 | 120 | 1.3132 |
107
+ | 1.2899 | 1.6622 | 123 | 1.2953 |
108
+ | 1.5335 | 1.7027 | 126 | 1.2824 |
109
+ | 1.2311 | 1.7432 | 129 | 1.2727 |
110
+ | 1.2331 | 1.7838 | 132 | 1.2568 |
111
+ | 1.2152 | 1.8243 | 135 | 1.2386 |
112
+ | 1.2849 | 1.8649 | 138 | 1.2285 |
113
+ | 1.1681 | 1.9054 | 141 | 1.2190 |
114
+ | 1.2107 | 1.9459 | 144 | 1.2137 |
115
+ | 1.122 | 1.9865 | 147 | 1.2030 |
116
+ | 1.2358 | 2.0270 | 150 | 1.1939 |
117
+ | 1.444 | 2.0676 | 153 | 1.1884 |
118
+ | 1.2996 | 2.1081 | 156 | 1.1801 |
119
+ | 1.1422 | 2.1486 | 159 | 1.1748 |
120
+ | 1.1755 | 2.1892 | 162 | 1.1672 |
121
+ | 1.0404 | 2.2297 | 165 | 1.1653 |
122
+ | 1.1468 | 2.2703 | 168 | 1.1548 |
123
+ | 1.1091 | 2.3108 | 171 | 1.1488 |
124
+ | 1.1161 | 2.3514 | 174 | 1.1533 |
125
+ | 1.0319 | 2.3919 | 177 | 1.1421 |
126
+ | 1.0984 | 2.4324 | 180 | 1.1380 |
127
+ | 1.1694 | 2.4730 | 183 | 1.1273 |
128
+ | 0.9938 | 2.5135 | 186 | 1.1238 |
129
+ | 1.1249 | 2.5541 | 189 | 1.1151 |
130
+ | 1.2545 | 2.5946 | 192 | 1.1133 |
131
+ | 1.1458 | 2.6351 | 195 | 1.1104 |
132
+ | 1.1756 | 2.6757 | 198 | 1.1031 |
133
+ | 1.0413 | 2.7162 | 201 | 1.0978 |
134
+ | 1.0521 | 2.7568 | 204 | 1.0915 |
135
+ | 1.0209 | 2.7973 | 207 | 1.0917 |
136
+ | 0.9818 | 2.8378 | 210 | 1.0888 |
137
+ | 1.1486 | 2.8784 | 213 | 1.0861 |
138
+ | 1.0615 | 2.9189 | 216 | 1.0838 |
139
+ | 1.0094 | 2.9595 | 219 | 1.0781 |
140
+ | 1.027 | 3.0 | 222 | 1.0788 |
141
+ | 1.0367 | 3.0405 | 225 | 1.0744 |
142
+ | 1.0732 | 3.0811 | 228 | 1.0692 |
143
+ | 1.2963 | 3.1216 | 231 | 1.0681 |
144
+ | 1.0756 | 3.1622 | 234 | 1.0666 |
145
+ | 1.281 | 3.2027 | 237 | 1.0622 |
146
+ | 1.0219 | 3.2432 | 240 | 1.0607 |
147
+ | 1.0859 | 3.2838 | 243 | 1.0617 |
148
+ | 1.0362 | 3.3243 | 246 | 1.0554 |
149
+ | 0.9374 | 3.3649 | 249 | 1.0506 |
150
+ | 0.9561 | 3.4054 | 252 | 1.0439 |
151
+ | 1.0258 | 3.4459 | 255 | 1.0428 |
152
+ | 1.0305 | 3.4865 | 258 | 1.0417 |
153
+ | 1.0936 | 3.5270 | 261 | 1.0401 |
154
+ | 1.0279 | 3.5676 | 264 | 1.0381 |
155
+ | 0.9374 | 3.6081 | 267 | 1.0337 |
156
+ | 0.9181 | 3.6486 | 270 | 1.0314 |
157
+ | 1.1563 | 3.6892 | 273 | 1.0308 |
158
+ | 1.0048 | 3.7297 | 276 | 1.0329 |
159
+ | 1.0085 | 3.7703 | 279 | 1.0318 |
160
+ | 0.9796 | 3.8108 | 282 | 1.0305 |
161
+ | 1.0081 | 3.8514 | 285 | 1.0257 |
162
+ | 0.9767 | 3.8919 | 288 | 1.0221 |
163
+ | 0.9264 | 3.9324 | 291 | 1.0196 |
164
+ | 0.8994 | 3.9730 | 294 | 1.0177 |
165
+ | 0.8931 | 4.0135 | 297 | 1.0175 |
166
+ | 1.0456 | 4.0541 | 300 | 1.0140 |
167
+ | 0.9918 | 4.0946 | 303 | 1.0127 |
168
+ | 0.9371 | 4.1351 | 306 | 1.0089 |
169
+ | 0.9584 | 4.1757 | 309 | 1.0143 |
170
+ | 0.869 | 4.2162 | 312 | 1.0034 |
171
+ | 0.9225 | 4.2568 | 315 | 0.9995 |
172
+ | 0.9197 | 4.2973 | 318 | 1.0017 |
173
+ | 0.9189 | 4.3378 | 321 | 0.9999 |
174
+ | 0.9804 | 4.3784 | 324 | 0.9972 |
175
+ | 0.875 | 4.4189 | 327 | 0.9972 |
176
+ | 0.9624 | 4.4595 | 330 | 0.9968 |
177
+ | 1.0302 | 4.5 | 333 | 0.9937 |
178
+ | 0.9522 | 4.5405 | 336 | 0.9913 |
179
+ | 1.1925 | 4.5811 | 339 | 0.9910 |
180
+ | 0.9591 | 4.6216 | 342 | 0.9883 |
181
+ | 0.9859 | 4.6622 | 345 | 0.9852 |
182
+ | 1.1778 | 4.7027 | 348 | 0.9862 |
183
+ | 0.9507 | 4.7432 | 351 | 0.9867 |
184
+ | 0.9281 | 4.7838 | 354 | 0.9822 |
185
+ | 0.8874 | 4.8243 | 357 | 0.9779 |
186
+ | 1.0883 | 4.8649 | 360 | 0.9748 |
187
+ | 0.8251 | 4.9054 | 363 | 0.9764 |
188
+ | 0.9055 | 4.9459 | 366 | 0.9728 |
189
+ | 0.8919 | 4.9865 | 369 | 0.9768 |
190
+ | 1.0278 | 5.0270 | 372 | 0.9694 |
191
+ | 0.8941 | 5.0676 | 375 | 0.9679 |
192
+ | 1.0327 | 5.1081 | 378 | 0.9690 |
193
+ | 0.9175 | 5.1486 | 381 | 0.9655 |
194
+ | 0.8924 | 5.1892 | 384 | 0.9606 |
195
+ | 0.8728 | 5.2297 | 387 | 0.9610 |
196
+ | 1.1136 | 5.2703 | 390 | 0.9620 |
197
+ | 0.9395 | 5.3108 | 393 | 0.9580 |
198
+ | 0.9548 | 5.3514 | 396 | 0.9563 |
199
+ | 0.8094 | 5.3919 | 399 | 0.9535 |
200
+ | 1.1105 | 5.4324 | 402 | 0.9547 |
201
+ | 0.7559 | 5.4730 | 405 | 0.9552 |
202
+ | 1.0868 | 5.5135 | 408 | 0.9564 |
203
+ | 0.8924 | 5.5541 | 411 | 0.9534 |
204
+ | 0.7555 | 5.5946 | 414 | 0.9531 |
205
+ | 1.1301 | 5.6351 | 417 | 0.9530 |
206
+ | 0.853 | 5.6757 | 420 | 0.9504 |
207
+ | 0.8389 | 5.7162 | 423 | 0.9505 |
208
+ | 0.9227 | 5.7568 | 426 | 0.9475 |
209
+ | 0.8284 | 5.7973 | 429 | 0.9471 |
210
+ | 0.8861 | 5.8378 | 432 | 0.9462 |
211
+ | 0.8685 | 5.8784 | 435 | 0.9439 |
212
+ | 0.9224 | 5.9189 | 438 | 0.9397 |
213
+ | 1.0131 | 5.9595 | 441 | 0.9377 |
214
+ | 0.8987 | 6.0 | 444 | 0.9383 |
215
+ | 0.8799 | 6.0405 | 447 | 0.9382 |
216
+ | 1.0713 | 6.0811 | 450 | 0.9383 |
217
+ | 0.8875 | 6.1216 | 453 | 0.9358 |
218
+ | 1.1155 | 6.1622 | 456 | 0.9374 |
219
+ | 0.9545 | 6.2027 | 459 | 0.9332 |
220
+ | 0.856 | 6.2432 | 462 | 0.9301 |
221
+ | 0.8397 | 6.2838 | 465 | 0.9293 |
222
+ | 0.8901 | 6.3243 | 468 | 0.9270 |
223
+ | 0.8582 | 6.3649 | 471 | 0.9296 |
224
+ | 0.8374 | 6.4054 | 474 | 0.9270 |
225
+ | 0.8233 | 6.4459 | 477 | 0.9228 |
226
+ | 0.8611 | 6.4865 | 480 | 0.9205 |
227
+ | 0.9882 | 6.5270 | 483 | 0.9222 |
228
+ | 0.878 | 6.5676 | 486 | 0.9231 |
229
+ | 0.8198 | 6.6081 | 489 | 0.9216 |
230
+ | 0.8485 | 6.6486 | 492 | 0.9220 |
231
+ | 0.7551 | 6.6892 | 495 | 0.9232 |
232
+ | 0.9539 | 6.7297 | 498 | 0.9212 |
233
+ | 0.9046 | 6.7703 | 501 | 0.9219 |
234
+ | 0.8941 | 6.8108 | 504 | 0.9213 |
235
+ | 0.8578 | 6.8514 | 507 | 0.9151 |
236
+ | 0.8106 | 6.8919 | 510 | 0.9157 |
237
+ | 0.7412 | 6.9324 | 513 | 0.9164 |
238
+ | 0.9782 | 6.9730 | 516 | 0.9154 |
239
+ | 0.8391 | 7.0135 | 519 | 0.9178 |
240
+ | 1.0248 | 7.0541 | 522 | 0.9198 |
241
+ | 0.7815 | 7.0946 | 525 | 0.9139 |
242
+ | 0.7832 | 7.1351 | 528 | 0.9081 |
243
+ | 0.7286 | 7.1757 | 531 | 0.9074 |
244
+ | 0.7792 | 7.2162 | 534 | 0.9132 |
245
+ | 0.8675 | 7.2568 | 537 | 0.9078 |
246
+ | 0.8072 | 7.2973 | 540 | 0.9065 |
247
+ | 0.9848 | 7.3378 | 543 | 0.9038 |
248
+ | 1.1688 | 7.3784 | 546 | 0.9072 |
249
+ | 0.7637 | 7.4189 | 549 | 0.9032 |
250
+ | 0.8637 | 7.4595 | 552 | 0.8992 |
251
+ | 0.873 | 7.5 | 555 | 0.9019 |
252
+ | 0.8521 | 7.5405 | 558 | 0.9017 |
253
+ | 0.8397 | 7.5811 | 561 | 0.9028 |
254
+ | 0.8654 | 7.6216 | 564 | 0.8940 |
255
+ | 0.7825 | 7.6622 | 567 | 0.8960 |
256
+ | 0.929 | 7.7027 | 570 | 0.8933 |
257
+ | 0.8989 | 7.7432 | 573 | 0.8914 |
258
+ | 0.757 | 7.7838 | 576 | 0.8910 |
259
+ | 1.0276 | 7.8243 | 579 | 0.8913 |
260
+ | 0.6477 | 7.8649 | 582 | 0.8910 |
261
+ | 0.7152 | 7.9054 | 585 | 0.8939 |
262
+ | 0.9926 | 7.9459 | 588 | 0.8940 |
263
+ | 0.9186 | 7.9865 | 591 | 0.8911 |
264
+ | 0.7522 | 8.0270 | 594 | 0.8887 |
265
+ | 0.741 | 8.0676 | 597 | 0.8860 |
266
+ | 0.704 | 8.1081 | 600 | 0.8850 |
267
+ | 0.6462 | 8.1486 | 603 | 0.8892 |
268
+ | 0.8187 | 8.1892 | 606 | 0.8826 |
269
+ | 0.8307 | 8.2297 | 609 | 0.8789 |
270
+ | 0.851 | 8.2703 | 612 | 0.8809 |
271
+ | 1.031 | 8.3108 | 615 | 0.8828 |
272
+ | 1.0176 | 8.3514 | 618 | 0.8813 |
273
+ | 0.7549 | 8.3919 | 621 | 0.8778 |
274
+ | 0.8189 | 8.4324 | 624 | 0.8763 |
275
+ | 1.1007 | 8.4730 | 627 | 0.8750 |
276
+ | 0.8216 | 8.5135 | 630 | 0.8762 |
277
+ | 0.715 | 8.5541 | 633 | 0.8743 |
278
+ | 0.8203 | 8.5946 | 636 | 0.8763 |
279
+ | 0.7866 | 8.6351 | 639 | 0.8748 |
280
+ | 0.9153 | 8.6757 | 642 | 0.8728 |
281
+ | 0.9688 | 8.7162 | 645 | 0.8685 |
282
+ | 0.6317 | 8.7568 | 648 | 0.8710 |
283
+ | 0.7267 | 8.7973 | 651 | 0.8707 |
284
+ | 0.8292 | 8.8378 | 654 | 0.8691 |
285
+ | 0.8516 | 8.8784 | 657 | 0.8648 |
286
+ | 0.7637 | 8.9189 | 660 | 0.8676 |
287
+ | 0.7873 | 8.9595 | 663 | 0.8703 |
288
+ | 0.9375 | 9.0 | 666 | 0.8711 |
289
+ | 0.7844 | 9.0405 | 669 | 0.8634 |
290
+ | 0.7969 | 9.0811 | 672 | 0.8639 |
291
+ | 1.0146 | 9.1216 | 675 | 0.8647 |
292
+ | 0.9386 | 9.1622 | 678 | 0.8636 |
293
+ | 0.7381 | 9.2027 | 681 | 0.8611 |
294
+ | 0.7708 | 9.2432 | 684 | 0.8619 |
295
+ | 0.8501 | 9.2838 | 687 | 0.8636 |
296
+ | 1.0895 | 9.3243 | 690 | 0.8624 |
297
+ | 0.7784 | 9.3649 | 693 | 0.8624 |
298
+ | 0.7794 | 9.4054 | 696 | 0.8637 |
299
+ | 0.6984 | 9.4459 | 699 | 0.8590 |
300
+ | 0.9442 | 9.4865 | 702 | 0.8558 |
301
+ | 0.8026 | 9.5270 | 705 | 0.8558 |
302
+ | 0.8767 | 9.5676 | 708 | 0.8536 |
303
+ | 0.7298 | 9.6081 | 711 | 0.8511 |
304
+ | 0.6928 | 9.6486 | 714 | 0.8524 |
305
+ | 0.7068 | 9.6892 | 717 | 0.8532 |
306
+ | 0.7159 | 9.7297 | 720 | 0.8539 |
307
+ | 0.627 | 9.7703 | 723 | 0.8534 |
308
+ | 0.7097 | 9.8108 | 726 | 0.8557 |
309
+ | 0.6333 | 9.8514 | 729 | 0.8602 |
310
+ | 0.858 | 9.8919 | 732 | 0.8563 |
311
+ | 0.8599 | 9.9324 | 735 | 0.8547 |
312
+ | 0.8943 | 9.9730 | 738 | 0.8533 |
313
+ | 0.6119 | 10.0135 | 741 | 0.8536 |
314
+ | 0.7747 | 10.0541 | 744 | 0.8496 |
315
+ | 0.6964 | 10.0946 | 747 | 0.8481 |
316
+ | 0.8405 | 10.1351 | 750 | 0.8477 |
317
+ | 0.7406 | 10.1757 | 753 | 0.8468 |
318
+ | 0.8602 | 10.2162 | 756 | 0.8464 |
319
+ | 0.7174 | 10.2568 | 759 | 0.8424 |
320
+ | 0.8197 | 10.2973 | 762 | 0.8421 |
321
+ | 0.9546 | 10.3378 | 765 | 0.8408 |
322
+ | 0.8244 | 10.3784 | 768 | 0.8390 |
323
+ | 0.8684 | 10.4189 | 771 | 0.8381 |
324
+ | 0.6375 | 10.4595 | 774 | 0.8381 |
325
+ | 1.0448 | 10.5 | 777 | 0.8379 |
326
+ | 0.7016 | 10.5405 | 780 | 0.8392 |
327
+ | 0.7816 | 10.5811 | 783 | 0.8380 |
328
+ | 0.7377 | 10.6216 | 786 | 0.8390 |
329
+ | 0.8123 | 10.6622 | 789 | 0.8397 |
330
+ | 0.7813 | 10.7027 | 792 | 0.8403 |
331
+ | 0.7057 | 10.7432 | 795 | 0.8377 |
332
+ | 0.8193 | 10.7838 | 798 | 0.8391 |
333
+ | 0.641 | 10.8243 | 801 | 0.8395 |
334
+ | 0.7123 | 10.8649 | 804 | 0.8363 |
335
+ | 0.895 | 10.9054 | 807 | 0.8356 |
336
+ | 0.7314 | 10.9459 | 810 | 0.8318 |
337
+ | 0.6816 | 10.9865 | 813 | 0.8328 |
338
+ | 0.7839 | 11.0270 | 816 | 0.8333 |
339
+ | 0.6903 | 11.0676 | 819 | 0.8403 |
340
+ | 0.8589 | 11.1081 | 822 | 0.8388 |
341
+ | 0.7616 | 11.1486 | 825 | 0.8345 |
342
+ | 0.8326 | 11.1892 | 828 | 0.8337 |
343
+ | 0.6695 | 11.2297 | 831 | 0.8311 |
344
+ | 0.6722 | 11.2703 | 834 | 0.8330 |
345
+ | 0.6469 | 11.3108 | 837 | 0.8343 |
346
+ | 0.7524 | 11.3514 | 840 | 0.8335 |
347
+ | 0.9929 | 11.3919 | 843 | 0.8263 |
348
+ | 0.9125 | 11.4324 | 846 | 0.8253 |
349
+ | 0.7264 | 11.4730 | 849 | 0.8281 |
350
+ | 0.7659 | 11.5135 | 852 | 0.8258 |
351
+ | 0.5996 | 11.5541 | 855 | 0.8266 |
352
+ | 0.9027 | 11.5946 | 858 | 0.8246 |
353
+ | 0.7925 | 11.6351 | 861 | 0.8287 |
354
+ | 0.7139 | 11.6757 | 864 | 0.8277 |
355
+ | 0.8313 | 11.7162 | 867 | 0.8277 |
356
+ | 0.8107 | 11.7568 | 870 | 0.8232 |
357
+ | 0.6551 | 11.7973 | 873 | 0.8238 |
358
+ | 0.7706 | 11.8378 | 876 | 0.8243 |
359
+ | 0.8224 | 11.8784 | 879 | 0.8218 |
360
+ | 0.5772 | 11.9189 | 882 | 0.8190 |
361
+ | 0.7463 | 11.9595 | 885 | 0.8195 |
362
+ | 0.7346 | 12.0 | 888 | 0.8215 |
363
+ | 0.7386 | 12.0405 | 891 | 0.8193 |
364
+ | 0.6977 | 12.0811 | 894 | 0.8177 |
365
+ | 0.7275 | 12.1216 | 897 | 0.8163 |
366
+ | 0.834 | 12.1622 | 900 | 0.8178 |
367
+ | 0.6453 | 12.2027 | 903 | 0.8172 |
368
+ | 0.6808 | 12.2432 | 906 | 0.8179 |
369
+ | 0.8235 | 12.2838 | 909 | 0.8196 |
370
+ | 0.6978 | 12.3243 | 912 | 0.8143 |
371
+ | 0.6775 | 12.3649 | 915 | 0.8141 |
372
+ | 0.7675 | 12.4054 | 918 | 0.8159 |
373
+ | 0.7184 | 12.4459 | 921 | 0.8149 |
374
+ | 0.8134 | 12.4865 | 924 | 0.8155 |
375
+ | 0.7627 | 12.5270 | 927 | 0.8142 |
376
+ | 0.6658 | 12.5676 | 930 | 0.8138 |
377
+ | 0.7203 | 12.6081 | 933 | 0.8094 |
378
+ | 0.8712 | 12.6486 | 936 | 0.8102 |
379
+ | 0.7376 | 12.6892 | 939 | 0.8110 |
380
+ | 0.6303 | 12.7297 | 942 | 0.8112 |
381
+ | 0.8266 | 12.7703 | 945 | 0.8112 |
382
+ | 0.6992 | 12.8108 | 948 | 0.8112 |
383
+ | 0.6973 | 12.8514 | 951 | 0.8204 |
384
+ | 0.7004 | 12.8919 | 954 | 0.8187 |
385
+ | 0.8472 | 12.9324 | 957 | 0.8104 |
386
+ | 0.6852 | 12.9730 | 960 | 0.8076 |
387
+ | 0.7859 | 13.0135 | 963 | 0.8034 |
388
+ | 0.748 | 13.0541 | 966 | 0.8005 |
389
+ | 0.647 | 13.0946 | 969 | 0.8017 |
390
+ | 0.5999 | 13.1351 | 972 | 0.8068 |
391
+ | 0.8251 | 13.1757 | 975 | 0.8085 |
392
+ | 0.751 | 13.2162 | 978 | 0.8019 |
393
+ | 0.8143 | 13.2568 | 981 | 0.8029 |
394
+ | 0.8602 | 13.2973 | 984 | 0.8021 |
395
+ | 0.7271 | 13.3378 | 987 | 0.8047 |
396
+ | 0.6583 | 13.3784 | 990 | 0.8032 |
397
+ | 0.7526 | 13.4189 | 993 | 0.8040 |
398
+ | 0.9622 | 13.4595 | 996 | 0.8047 |
399
+ | 0.7012 | 13.5 | 999 | 0.8016 |
400
+ | 0.7386 | 13.5405 | 1002 | 0.8023 |
401
+ | 0.7437 | 13.5811 | 1005 | 0.7979 |
402
+ | 0.7107 | 13.6216 | 1008 | 0.7971 |
403
+ | 0.5084 | 13.6622 | 1011 | 0.7955 |
404
+ | 0.7172 | 13.7027 | 1014 | 0.7958 |
405
+ | 0.6663 | 13.7432 | 1017 | 0.7957 |
406
+ | 0.6369 | 13.7838 | 1020 | 0.7937 |
407
+ | 0.6689 | 13.8243 | 1023 | 0.7912 |
408
+ | 0.7544 | 13.8649 | 1026 | 0.7928 |
409
+ | 0.7894 | 13.9054 | 1029 | 0.7913 |
410
+ | 0.7585 | 13.9459 | 1032 | 0.7911 |
411
+ | 0.7564 | 13.9865 | 1035 | 0.7915 |
412
+ | 0.7037 | 14.0270 | 1038 | 0.7942 |
413
+ | 0.6665 | 14.0676 | 1041 | 0.7924 |
414
+ | 0.8052 | 14.1081 | 1044 | 0.7961 |
415
+ | 0.7059 | 14.1486 | 1047 | 0.7966 |
416
+ | 0.9295 | 14.1892 | 1050 | 0.7922 |
417
+ | 0.7731 | 14.2297 | 1053 | 0.7905 |
418
+ | 0.7104 | 14.2703 | 1056 | 0.7953 |
419
+ | 0.7656 | 14.3108 | 1059 | 0.7908 |
420
+ | 0.6772 | 14.3514 | 1062 | 0.7932 |
421
+ | 0.564 | 14.3919 | 1065 | 0.7949 |
422
+ | 0.7368 | 14.4324 | 1068 | 0.7923 |
423
+ | 0.7671 | 14.4730 | 1071 | 0.7978 |
424
+ | 0.6184 | 14.5135 | 1074 | 0.7965 |
425
+ | 0.7065 | 14.5541 | 1077 | 0.7918 |
426
+ | 0.611 | 14.5946 | 1080 | 0.7901 |
427
+ | 0.5999 | 14.6351 | 1083 | 0.7906 |
428
+ | 0.7597 | 14.6757 | 1086 | 0.7887 |
429
+ | 0.5979 | 14.7162 | 1089 | 0.7868 |
430
+ | 0.6442 | 14.7568 | 1092 | 0.7880 |
431
+ | 0.7898 | 14.7973 | 1095 | 0.7863 |
432
+ | 0.7596 | 14.8378 | 1098 | 0.7869 |
433
+ | 0.7963 | 14.8784 | 1101 | 0.7873 |
434
+ | 0.7001 | 14.9189 | 1104 | 0.7863 |
435
+ | 0.613 | 14.9595 | 1107 | 0.7827 |
436
+ | 0.6938 | 15.0 | 1110 | 0.7820 |
437
+ | 0.5834 | 15.0405 | 1113 | 0.7846 |
438
+ | 0.8899 | 15.0811 | 1116 | 0.7872 |
439
+ | 0.7885 | 15.1216 | 1119 | 0.7838 |
440
+ | 0.7913 | 15.1622 | 1122 | 0.7838 |
441
+ | 0.6819 | 15.2027 | 1125 | 0.7847 |
442
+ | 0.627 | 15.2432 | 1128 | 0.7884 |
443
+ | 0.7899 | 15.2838 | 1131 | 0.7823 |
444
+ | 0.8729 | 15.3243 | 1134 | 0.7810 |
445
+ | 0.5565 | 15.3649 | 1137 | 0.7767 |
446
+ | 0.65 | 15.4054 | 1140 | 0.7798 |
447
+ | 0.8706 | 15.4459 | 1143 | 0.7759 |
448
+ | 0.6454 | 15.4865 | 1146 | 0.7752 |
449
+ | 0.4782 | 15.5270 | 1149 | 0.7768 |
450
+ | 0.5503 | 15.5676 | 1152 | 0.7770 |
451
+ | 0.6918 | 15.6081 | 1155 | 0.7785 |
452
+ | 0.6653 | 15.6486 | 1158 | 0.7786 |
453
+ | 0.9263 | 15.6892 | 1161 | 0.7767 |
454
+ | 0.555 | 15.7297 | 1164 | 0.7771 |
455
+ | 0.6206 | 15.7703 | 1167 | 0.7828 |
456
+ | 0.8373 | 15.8108 | 1170 | 0.7792 |
457
+ | 0.6903 | 15.8514 | 1173 | 0.7757 |
458
+ | 0.6952 | 15.8919 | 1176 | 0.7767 |
459
+ | 0.6991 | 15.9324 | 1179 | 0.7761 |
460
+ | 0.6659 | 15.9730 | 1182 | 0.7763 |
461
+ | 0.6286 | 16.0135 | 1185 | 0.7761 |
462
+ | 0.5775 | 16.0541 | 1188 | 0.7767 |
463
+ | 0.6576 | 16.0946 | 1191 | 0.7734 |
464
+ | 0.6216 | 16.1351 | 1194 | 0.7765 |
465
+ | 0.6129 | 16.1757 | 1197 | 0.7764 |
466
+ | 0.7025 | 16.2162 | 1200 | 0.7759 |
467
+ | 0.8607 | 16.2568 | 1203 | 0.7742 |
468
+ | 0.4131 | 16.2973 | 1206 | 0.7718 |
469
+ | 0.6074 | 16.3378 | 1209 | 0.7712 |
470
+ | 0.6138 | 16.3784 | 1212 | 0.7735 |
471
+ | 0.6341 | 16.4189 | 1215 | 0.7719 |
472
+ | 0.6118 | 16.4595 | 1218 | 0.7723 |
473
+ | 0.7456 | 16.5 | 1221 | 0.7731 |
474
+ | 0.7303 | 16.5405 | 1224 | 0.7744 |
475
+ | 0.9041 | 16.5811 | 1227 | 0.7728 |
476
+ | 0.6858 | 16.6216 | 1230 | 0.7696 |
477
+ | 0.7813 | 16.6622 | 1233 | 0.7709 |
478
+ | 0.6222 | 16.7027 | 1236 | 0.7718 |
479
+ | 0.756 | 16.7432 | 1239 | 0.7699 |
480
+ | 0.6971 | 16.7838 | 1242 | 0.7691 |
481
+ | 0.685 | 16.8243 | 1245 | 0.7671 |
482
+ | 0.8077 | 16.8649 | 1248 | 0.7700 |
483
+ | 0.5113 | 16.9054 | 1251 | 0.7725 |
484
+ | 0.863 | 16.9459 | 1254 | 0.7723 |
485
+ | 0.5907 | 16.9865 | 1257 | 0.7732 |
486
+ | 0.7326 | 17.0270 | 1260 | 0.7705 |
487
+ | 0.6305 | 17.0676 | 1263 | 0.7704 |
488
+ | 0.5333 | 17.1081 | 1266 | 0.7696 |
489
+ | 0.6263 | 17.1486 | 1269 | 0.7736 |
490
+ | 0.6031 | 17.1892 | 1272 | 0.7688 |
491
+ | 0.7785 | 17.2297 | 1275 | 0.7714 |
492
+ | 0.6821 | 17.2703 | 1278 | 0.7698 |
493
+ | 0.7371 | 17.3108 | 1281 | 0.7650 |
494
+ | 0.53 | 17.3514 | 1284 | 0.7681 |
495
+ | 0.7413 | 17.3919 | 1287 | 0.7674 |
496
+ | 0.5742 | 17.4324 | 1290 | 0.7650 |
497
+ | 0.5972 | 17.4730 | 1293 | 0.7647 |
498
+ | 0.6501 | 17.5135 | 1296 | 0.7638 |
499
+ | 0.7033 | 17.5541 | 1299 | 0.7623 |
500
+ | 0.9062 | 17.5946 | 1302 | 0.7605 |
501
+ | 0.6346 | 17.6351 | 1305 | 0.7623 |
502
+ | 0.6128 | 17.6757 | 1308 | 0.7610 |
503
+ | 0.5238 | 17.7162 | 1311 | 0.7649 |
504
+ | 0.7174 | 17.7568 | 1314 | 0.7638 |
505
+ | 0.5736 | 17.7973 | 1317 | 0.7613 |
506
+ | 0.6981 | 17.8378 | 1320 | 0.7663 |
507
+ | 0.7606 | 17.8784 | 1323 | 0.7639 |
508
+ | 0.8921 | 17.9189 | 1326 | 0.7627 |
509
+ | 0.8137 | 17.9595 | 1329 | 0.7596 |
510
+ | 0.5805 | 18.0 | 1332 | 0.7611 |
511
+ | 0.7555 | 18.0405 | 1335 | 0.7630 |
512
+ | 0.7198 | 18.0811 | 1338 | 0.7657 |
513
+ | 0.6985 | 18.1216 | 1341 | 0.7668 |
514
+ | 0.751 | 18.1622 | 1344 | 0.7647 |
515
+ | 0.6312 | 18.2027 | 1347 | 0.7666 |
516
+ | 0.5514 | 18.2432 | 1350 | 0.7633 |
517
+ | 0.7886 | 18.2838 | 1353 | 0.7598 |
518
+ | 0.6188 | 18.3243 | 1356 | 0.7591 |
519
+ | 0.9161 | 18.3649 | 1359 | 0.7609 |
520
+ | 0.7103 | 18.4054 | 1362 | 0.7597 |
521
+ | 0.5801 | 18.4459 | 1365 | 0.7600 |
522
+ | 0.5811 | 18.4865 | 1368 | 0.7568 |
523
+ | 0.7084 | 18.5270 | 1371 | 0.7583 |
524
+ | 0.6469 | 18.5676 | 1374 | 0.7567 |
525
+ | 0.4795 | 18.6081 | 1377 | 0.7577 |
526
+ | 0.5333 | 18.6486 | 1380 | 0.7608 |
527
+ | 0.6912 | 18.6892 | 1383 | 0.7599 |
528
+ | 0.5693 | 18.7297 | 1386 | 0.7605 |
529
+ | 0.765 | 18.7703 | 1389 | 0.7586 |
530
+ | 0.6908 | 18.8108 | 1392 | 0.7576 |
531
+ | 0.554 | 18.8514 | 1395 | 0.7588 |
532
+ | 0.5517 | 18.8919 | 1398 | 0.7593 |
533
+ | 0.6006 | 18.9324 | 1401 | 0.7624 |
534
+ | 0.8661 | 18.9730 | 1404 | 0.7610 |
535
+ | 0.5183 | 19.0135 | 1407 | 0.7586 |
536
+ | 0.7951 | 19.0541 | 1410 | 0.7585 |
537
+ | 0.6838 | 19.0946 | 1413 | 0.7561 |
538
+ | 0.7278 | 19.1351 | 1416 | 0.7545 |
539
+ | 0.6053 | 19.1757 | 1419 | 0.7541 |
540
+ | 0.5119 | 19.2162 | 1422 | 0.7537 |
541
+ | 0.5743 | 19.2568 | 1425 | 0.7566 |
542
+ | 0.8562 | 19.2973 | 1428 | 0.7532 |
543
+ | 0.4632 | 19.3378 | 1431 | 0.7539 |
544
+ | 0.8029 | 19.3784 | 1434 | 0.7568 |
545
+ | 0.8046 | 19.4189 | 1437 | 0.7553 |
546
+ | 0.6308 | 19.4595 | 1440 | 0.7547 |
547
+ | 0.5366 | 19.5 | 1443 | 0.7549 |
548
+ | 0.5249 | 19.5405 | 1446 | 0.7557 |
549
+ | 0.7144 | 19.5811 | 1449 | 0.7550 |
550
+ | 0.7054 | 19.6216 | 1452 | 0.7563 |
551
+ | 0.6575 | 19.6622 | 1455 | 0.7541 |
552
+ | 0.5057 | 19.7027 | 1458 | 0.7544 |
553
+ | 0.6339 | 19.7432 | 1461 | 0.7568 |
554
+ | 0.5965 | 19.7838 | 1464 | 0.7566 |
555
+ | 1.0225 | 19.8243 | 1467 | 0.7582 |
556
+ | 0.5466 | 19.8649 | 1470 | 0.7534 |
557
+ | 0.5946 | 19.9054 | 1473 | 0.7574 |
558
+ | 0.7015 | 19.9459 | 1476 | 0.7558 |
559
+ | 0.6772 | 19.9865 | 1479 | 0.7527 |
560
+ | 0.628 | 20.0270 | 1482 | 0.7520 |
561
+ | 0.8432 | 20.0676 | 1485 | 0.7546 |
562
+ | 0.5012 | 20.1081 | 1488 | 0.7524 |
563
+ | 0.7843 | 20.1486 | 1491 | 0.7560 |
564
+ | 0.6263 | 20.1892 | 1494 | 0.7533 |
565
+ | 0.5751 | 20.2297 | 1497 | 0.7530 |
566
+ | 0.5538 | 20.2703 | 1500 | 0.7574 |
567
+ | 0.4866 | 20.3108 | 1503 | 0.7526 |
568
+ | 0.5303 | 20.3514 | 1506 | 0.7558 |
569
+ | 0.8348 | 20.3919 | 1509 | 0.7519 |
570
+ | 0.6568 | 20.4324 | 1512 | 0.7540 |
571
+ | 0.587 | 20.4730 | 1515 | 0.7505 |
572
+ | 0.5837 | 20.5135 | 1518 | 0.7523 |
573
+ | 0.7225 | 20.5541 | 1521 | 0.7493 |
574
+ | 0.6323 | 20.5946 | 1524 | 0.7533 |
575
+ | 0.7393 | 20.6351 | 1527 | 0.7542 |
576
+ | 0.9057 | 20.6757 | 1530 | 0.7537 |
577
+ | 0.5939 | 20.7162 | 1533 | 0.7554 |
578
+ | 0.7613 | 20.7568 | 1536 | 0.7528 |
579
+ | 0.4678 | 20.7973 | 1539 | 0.7524 |
580
+ | 0.6316 | 20.8378 | 1542 | 0.7501 |
581
+ | 0.5362 | 20.8784 | 1545 | 0.7522 |
582
+ | 0.653 | 20.9189 | 1548 | 0.7495 |
583
+ | 0.8229 | 20.9595 | 1551 | 0.7499 |
584
+ | 0.5539 | 21.0 | 1554 | 0.7486 |
585
+ | 0.586 | 21.0405 | 1557 | 0.7498 |
586
+ | 0.5707 | 21.0811 | 1560 | 0.7505 |
587
+ | 0.6017 | 21.1216 | 1563 | 0.7497 |
588
+ | 0.5576 | 21.1622 | 1566 | 0.7489 |
589
+ | 0.7408 | 21.2027 | 1569 | 0.7503 |
590
+ | 0.542 | 21.2432 | 1572 | 0.7490 |
591
+ | 0.576 | 21.2838 | 1575 | 0.7478 |
592
+ | 0.5323 | 21.3243 | 1578 | 0.7525 |
593
+ | 0.6224 | 21.3649 | 1581 | 0.7499 |
594
+ | 0.5921 | 21.4054 | 1584 | 0.7521 |
595
+ | 0.5888 | 21.4459 | 1587 | 0.7480 |
596
+ | 0.493 | 21.4865 | 1590 | 0.7492 |
597
+ | 0.6878 | 21.5270 | 1593 | 0.7491 |
598
+ | 0.5939 | 21.5676 | 1596 | 0.7487 |
599
+ | 0.6568 | 21.6081 | 1599 | 0.7464 |
600
+ | 0.7762 | 21.6486 | 1602 | 0.7491 |
601
+ | 0.7653 | 21.6892 | 1605 | 0.7495 |
602
+ | 1.048 | 21.7297 | 1608 | 0.7442 |
603
+ | 0.4252 | 21.7703 | 1611 | 0.7448 |
604
+ | 0.7077 | 21.8108 | 1614 | 0.7462 |
605
+ | 0.7929 | 21.8514 | 1617 | 0.7441 |
606
+ | 0.7359 | 21.8919 | 1620 | 0.7431 |
607
+ | 0.579 | 21.9324 | 1623 | 0.7404 |
608
+ | 0.5986 | 21.9730 | 1626 | 0.7424 |
609
+ | 0.6294 | 22.0135 | 1629 | 0.7483 |
610
+ | 0.6028 | 22.0541 | 1632 | 0.7487 |
611
+ | 0.71 | 22.0946 | 1635 | 0.7486 |
612
+ | 0.7272 | 22.1351 | 1638 | 0.7474 |
613
+ | 0.7421 | 22.1757 | 1641 | 0.7484 |
614
+ | 0.6425 | 22.2162 | 1644 | 0.7485 |
615
+ | 0.7581 | 22.2568 | 1647 | 0.7454 |
616
+ | 0.6693 | 22.2973 | 1650 | 0.7461 |
617
+ | 0.7514 | 22.3378 | 1653 | 0.7439 |
618
+ | 0.4701 | 22.3784 | 1656 | 0.7446 |
619
+ | 0.5123 | 22.4189 | 1659 | 0.7474 |
620
+ | 0.5777 | 22.4595 | 1662 | 0.7448 |
621
+ | 0.611 | 22.5 | 1665 | 0.7442 |
622
+ | 0.5888 | 22.5405 | 1668 | 0.7456 |
623
+ | 0.5861 | 22.5811 | 1671 | 0.7462 |
624
+ | 0.7648 | 22.6216 | 1674 | 0.7442 |
625
+ | 0.5827 | 22.6622 | 1677 | 0.7464 |
626
+ | 0.7285 | 22.7027 | 1680 | 0.7477 |
627
+ | 0.5688 | 22.7432 | 1683 | 0.7465 |
628
+ | 0.65 | 22.7838 | 1686 | 0.7466 |
629
+ | 0.4758 | 22.8243 | 1689 | 0.7461 |
630
+ | 0.6542 | 22.8649 | 1692 | 0.7446 |
631
+ | 0.5368 | 22.9054 | 1695 | 0.7479 |
632
+ | 0.8234 | 22.9459 | 1698 | 0.7471 |
633
+ | 0.5605 | 22.9865 | 1701 | 0.7457 |
634
+ | 0.6373 | 23.0270 | 1704 | 0.7468 |
635
+ | 0.5194 | 23.0676 | 1707 | 0.7462 |
636
+ | 0.7406 | 23.1081 | 1710 | 0.7447 |
637
+ | 0.5238 | 23.1486 | 1713 | 0.7434 |
638
+ | 0.6407 | 23.1892 | 1716 | 0.7431 |
639
+ | 0.4933 | 23.2297 | 1719 | 0.7436 |
640
+ | 0.8002 | 23.2703 | 1722 | 0.7450 |
641
+ | 0.6489 | 23.3108 | 1725 | 0.7458 |
642
+ | 0.6325 | 23.3514 | 1728 | 0.7433 |
643
+ | 0.5101 | 23.3919 | 1731 | 0.7440 |
644
+ | 0.6503 | 23.4324 | 1734 | 0.7442 |
645
+ | 0.8555 | 23.4730 | 1737 | 0.7455 |
646
+ | 0.4222 | 23.5135 | 1740 | 0.7447 |
647
+ | 0.843 | 23.5541 | 1743 | 0.7446 |
648
+ | 0.8313 | 23.5946 | 1746 | 0.7441 |
649
+ | 0.7178 | 23.6351 | 1749 | 0.7439 |
650
+ | 0.6409 | 23.6757 | 1752 | 0.7431 |
651
+ | 0.6184 | 23.7162 | 1755 | 0.7437 |
652
+ | 0.5277 | 23.7568 | 1758 | 0.7432 |
653
+ | 0.5987 | 23.7973 | 1761 | 0.7445 |
654
+ | 0.7011 | 23.8378 | 1764 | 0.7407 |
655
+ | 0.6693 | 23.8784 | 1767 | 0.7429 |
656
+ | 0.6101 | 23.9189 | 1770 | 0.7423 |
657
+ | 0.5883 | 23.9595 | 1773 | 0.7437 |
658
+ | 0.4803 | 24.0 | 1776 | 0.7473 |
659
+ | 0.6667 | 24.0405 | 1779 | 0.7445 |
660
+ | 0.6156 | 24.0811 | 1782 | 0.7445 |
661
+ | 0.7909 | 24.1216 | 1785 | 0.7416 |
662
+ | 0.449 | 24.1622 | 1788 | 0.7397 |
663
+ | 0.6064 | 24.2027 | 1791 | 0.7412 |
664
+ | 0.5522 | 24.2432 | 1794 | 0.7404 |
665
+ | 0.5244 | 24.2838 | 1797 | 0.7440 |
666
+ | 0.6211 | 24.3243 | 1800 | 0.7421 |
667
+ | 0.572 | 24.3649 | 1803 | 0.7422 |
668
+ | 0.7 | 24.4054 | 1806 | 0.7425 |
669
+ | 0.6095 | 24.4459 | 1809 | 0.7447 |
670
+ | 0.9109 | 24.4865 | 1812 | 0.7447 |
671
+ | 0.5852 | 24.5270 | 1815 | 0.7445 |
672
+ | 0.8397 | 24.5676 | 1818 | 0.7408 |
673
+ | 0.6186 | 24.6081 | 1821 | 0.7393 |
674
+ | 0.7605 | 24.6486 | 1824 | 0.7419 |
675
+ | 0.4131 | 24.6892 | 1827 | 0.7393 |
676
+ | 0.8149 | 24.7297 | 1830 | 0.7434 |
677
+ | 0.5877 | 24.7703 | 1833 | 0.7435 |
678
+ | 0.5594 | 24.8108 | 1836 | 0.7420 |
679
+ | 0.6607 | 24.8514 | 1839 | 0.7433 |
680
+ | 0.5369 | 24.8919 | 1842 | 0.7437 |
681
+ | 0.5268 | 24.9324 | 1845 | 0.7410 |
682
+ | 0.5273 | 24.9730 | 1848 | 0.7440 |
683
+ | 0.6146 | 25.0135 | 1851 | 0.7427 |
684
+ | 0.8054 | 25.0541 | 1854 | 0.7440 |
685
+ | 0.8785 | 25.0946 | 1857 | 0.7451 |
686
+ | 0.7208 | 25.1351 | 1860 | 0.7450 |
687
+ | 0.6592 | 25.1757 | 1863 | 0.7434 |
688
+ | 0.7174 | 25.2162 | 1866 | 0.7430 |
689
+ | 0.5552 | 25.2568 | 1869 | 0.7398 |
690
+ | 0.7374 | 25.2973 | 1872 | 0.7411 |
691
+ | 0.6694 | 25.3378 | 1875 | 0.7400 |
692
+ | 0.5145 | 25.3784 | 1878 | 0.7406 |
693
+ | 0.6904 | 25.4189 | 1881 | 0.7405 |
694
+ | 0.6441 | 25.4595 | 1884 | 0.7425 |
695
+ | 0.4699 | 25.5 | 1887 | 0.7410 |
696
+ | 0.6629 | 25.5405 | 1890 | 0.7400 |
697
+ | 0.5895 | 25.5811 | 1893 | 0.7434 |
698
+ | 0.6364 | 25.6216 | 1896 | 0.7407 |
699
+ | 0.7567 | 25.6622 | 1899 | 0.7440 |
700
+ | 0.7204 | 25.7027 | 1902 | 0.7409 |
701
+ | 0.5391 | 25.7432 | 1905 | 0.7427 |
702
+ | 0.5649 | 25.7838 | 1908 | 0.7411 |
703
+ | 0.7254 | 25.8243 | 1911 | 0.7401 |
704
+ | 0.5305 | 25.8649 | 1914 | 0.7390 |
705
+ | 0.523 | 25.9054 | 1917 | 0.7389 |
706
+ | 0.4508 | 25.9459 | 1920 | 0.7394 |
707
+ | 0.4191 | 25.9865 | 1923 | 0.7414 |
708
+ | 0.5966 | 26.0270 | 1926 | 0.7438 |
709
+ | 0.6259 | 26.0676 | 1929 | 0.7404 |
710
+ | 0.5717 | 26.1081 | 1932 | 0.7429 |
711
+ | 0.5566 | 26.1486 | 1935 | 0.7413 |
712
+ | 0.612 | 26.1892 | 1938 | 0.7405 |
713
+ | 0.7154 | 26.2297 | 1941 | 0.7419 |
714
+ | 0.7489 | 26.2703 | 1944 | 0.7417 |
715
+ | 0.5922 | 26.3108 | 1947 | 0.7421 |
716
+ | 0.6247 | 26.3514 | 1950 | 0.7420 |
717
+ | 0.5243 | 26.3919 | 1953 | 0.7407 |
718
+ | 1.0104 | 26.4324 | 1956 | 0.7427 |
719
+ | 0.516 | 26.4730 | 1959 | 0.7419 |
720
+ | 0.5302 | 26.5135 | 1962 | 0.7393 |
721
+ | 0.742 | 26.5541 | 1965 | 0.7415 |
722
+ | 0.5358 | 26.5946 | 1968 | 0.7421 |
723
+ | 0.4858 | 26.6351 | 1971 | 0.7450 |
724
+ | 0.6545 | 26.6757 | 1974 | 0.7425 |
725
+ | 0.6161 | 26.7162 | 1977 | 0.7417 |
726
+ | 0.7481 | 26.7568 | 1980 | 0.7404 |
727
+ | 0.5783 | 26.7973 | 1983 | 0.7436 |
728
+ | 0.457 | 26.8378 | 1986 | 0.7422 |
729
+ | 0.5594 | 26.8784 | 1989 | 0.7424 |
730
+ | 0.609 | 26.9189 | 1992 | 0.7435 |
731
+ | 0.6018 | 26.9595 | 1995 | 0.7434 |
732
+ | 0.7986 | 27.0 | 1998 | 0.7404 |
733
+ | 0.7093 | 27.0405 | 2001 | 0.7419 |
734
+ | 0.8197 | 27.0811 | 2004 | 0.7427 |
735
+ | 0.5748 | 27.1216 | 2007 | 0.7434 |
736
+ | 0.446 | 27.1622 | 2010 | 0.7386 |
737
+ | 0.5958 | 27.2027 | 2013 | 0.7387 |
738
+ | 0.7049 | 27.2432 | 2016 | 0.7400 |
739
+ | 0.6765 | 27.2838 | 2019 | 0.7419 |
740
+ | 0.5303 | 27.3243 | 2022 | 0.7398 |
741
+ | 0.7938 | 27.3649 | 2025 | 0.7409 |
742
+ | 0.5543 | 27.4054 | 2028 | 0.7388 |
743
+ | 0.9195 | 27.4459 | 2031 | 0.7379 |
744
+ | 0.6682 | 27.4865 | 2034 | 0.7404 |
745
+ | 0.4695 | 27.5270 | 2037 | 0.7394 |
746
+ | 0.5242 | 27.5676 | 2040 | 0.7410 |
747
+ | 0.7289 | 27.6081 | 2043 | 0.7399 |
748
+ | 0.5307 | 27.6486 | 2046 | 0.7396 |
749
+ | 0.5228 | 27.6892 | 2049 | 0.7408 |
750
+ | 0.5756 | 27.7297 | 2052 | 0.7400 |
751
+ | 0.5873 | 27.7703 | 2055 | 0.7404 |
752
+ | 0.5304 | 27.8108 | 2058 | 0.7376 |
753
+ | 0.6231 | 27.8514 | 2061 | 0.7370 |
754
+ | 0.6331 | 27.8919 | 2064 | 0.7389 |
755
+ | 0.6596 | 27.9324 | 2067 | 0.7410 |
756
+ | 0.6554 | 27.9730 | 2070 | 0.7415 |
757
+ | 0.4172 | 28.0135 | 2073 | 0.7400 |
758
+ | 0.8645 | 28.0541 | 2076 | 0.7394 |
759
+ | 0.5343 | 28.0946 | 2079 | 0.7404 |
760
+ | 0.6244 | 28.1351 | 2082 | 0.7403 |
761
+ | 0.7855 | 28.1757 | 2085 | 0.7382 |
762
+ | 0.5522 | 28.2162 | 2088 | 0.7408 |
763
+ | 0.5947 | 28.2568 | 2091 | 0.7402 |
764
+ | 0.7008 | 28.2973 | 2094 | 0.7388 |
765
+ | 0.7432 | 28.3378 | 2097 | 0.7404 |
766
+ | 0.3971 | 28.3784 | 2100 | 0.7404 |
767
+ | 0.5977 | 28.4189 | 2103 | 0.7413 |
768
+ | 0.6171 | 28.4595 | 2106 | 0.7421 |
769
+ | 0.63 | 28.5 | 2109 | 0.7418 |
770
+ | 0.6669 | 28.5405 | 2112 | 0.7402 |
771
+ | 0.739 | 28.5811 | 2115 | 0.7413 |
772
+ | 0.7795 | 28.6216 | 2118 | 0.7426 |
773
+ | 0.49 | 28.6622 | 2121 | 0.7389 |
774
+ | 0.5843 | 28.7027 | 2124 | 0.7412 |
775
+ | 0.3649 | 28.7432 | 2127 | 0.7419 |
776
+ | 0.5686 | 28.7838 | 2130 | 0.7379 |
777
+ | 0.8602 | 28.8243 | 2133 | 0.7396 |
778
+ | 0.6258 | 28.8649 | 2136 | 0.7380 |
779
+ | 0.5918 | 28.9054 | 2139 | 0.7397 |
780
+ | 0.5472 | 28.9459 | 2142 | 0.7382 |
781
+ | 0.5999 | 28.9865 | 2145 | 0.7389 |
782
+ | 0.637 | 29.0270 | 2148 | 0.7395 |
783
+ | 0.7309 | 29.0676 | 2151 | 0.7386 |
784
+ | 0.5701 | 29.1081 | 2154 | 0.7396 |
785
+ | 0.5048 | 29.1486 | 2157 | 0.7398 |
786
+ | 0.4754 | 29.1892 | 2160 | 0.7370 |
787
+ | 0.5792 | 29.2297 | 2163 | 0.7381 |
788
+ | 0.7897 | 29.2703 | 2166 | 0.7387 |
789
+ | 0.6935 | 29.3108 | 2169 | 0.7407 |
790
+ | 0.7357 | 29.3514 | 2172 | 0.7412 |
791
+ | 0.5114 | 29.3919 | 2175 | 0.7389 |
792
+ | 0.7875 | 29.4324 | 2178 | 0.7399 |
793
+ | 0.5673 | 29.4730 | 2181 | 0.7385 |
794
+ | 0.6423 | 29.5135 | 2184 | 0.7382 |
795
+ | 0.7393 | 29.5541 | 2187 | 0.7396 |
796
+ | 0.5183 | 29.5946 | 2190 | 0.7395 |
797
+ | 0.5972 | 29.6351 | 2193 | 0.7389 |
798
+ | 0.6461 | 29.6757 | 2196 | 0.7398 |
799
+ | 0.427 | 29.7162 | 2199 | 0.7396 |
800
+ | 0.7357 | 29.7568 | 2202 | 0.7381 |
801
+ | 0.603 | 29.7973 | 2205 | 0.7394 |
802
+ | 0.6142 | 29.8378 | 2208 | 0.7406 |
803
+ | 0.4877 | 29.8784 | 2211 | 0.7408 |
804
+ | 0.7774 | 29.9189 | 2214 | 0.7401 |
805
+ | 0.6909 | 29.9595 | 2217 | 0.7413 |
806
+ | 0.5127 | 30.0 | 2220 | 0.7398 |
807
+ | 0.4667 | 30.0405 | 2223 | 0.7414 |
808
+ | 0.5583 | 30.0811 | 2226 | 0.7412 |
809
+ | 0.6727 | 30.1216 | 2229 | 0.7378 |
810
+ | 0.5809 | 30.1622 | 2232 | 0.7419 |
811
+ | 0.6331 | 30.2027 | 2235 | 0.7411 |
812
+ | 0.5906 | 30.2432 | 2238 | 0.7416 |
813
+ | 0.7849 | 30.2838 | 2241 | 0.7441 |
814
+ | 0.5856 | 30.3243 | 2244 | 0.7413 |
815
+ | 0.5886 | 30.3649 | 2247 | 0.7389 |
816
+ | 0.5763 | 30.4054 | 2250 | 0.7402 |
817
+ | 0.5239 | 30.4459 | 2253 | 0.7397 |
818
+ | 0.614 | 30.4865 | 2256 | 0.7412 |
819
+ | 0.6579 | 30.5270 | 2259 | 0.7418 |
820
+ | 0.7466 | 30.5676 | 2262 | 0.7408 |
821
+ | 0.7607 | 30.6081 | 2265 | 0.7414 |
822
+ | 0.6251 | 30.6486 | 2268 | 0.7414 |
823
+ | 0.9175 | 30.6892 | 2271 | 0.7396 |
824
+ | 0.5611 | 30.7297 | 2274 | 0.7390 |
825
+ | 0.7051 | 30.7703 | 2277 | 0.7403 |
826
+ | 0.6331 | 30.8108 | 2280 | 0.7381 |
827
+ | 0.5536 | 30.8514 | 2283 | 0.7380 |
828
+ | 0.6293 | 30.8919 | 2286 | 0.7393 |
829
+ | 0.4456 | 30.9324 | 2289 | 0.7400 |
830
+ | 0.5521 | 30.9730 | 2292 | 0.7393 |
831
+ | 0.5012 | 31.0135 | 2295 | 0.7403 |
832
+ | 0.5571 | 31.0541 | 2298 | 0.7413 |
833
+ | 0.6326 | 31.0946 | 2301 | 0.7420 |
834
+ | 0.7587 | 31.1351 | 2304 | 0.7394 |
835
+ | 0.6534 | 31.1757 | 2307 | 0.7400 |
836
+ | 0.5276 | 31.2162 | 2310 | 0.7402 |
837
+ | 0.6514 | 31.2568 | 2313 | 0.7392 |
838
+ | 0.8247 | 31.2973 | 2316 | 0.7392 |
839
+ | 0.7972 | 31.3378 | 2319 | 0.7409 |
840
+ | 0.4689 | 31.3784 | 2322 | 0.7420 |
841
+ | 0.5428 | 31.4189 | 2325 | 0.7398 |
842
+ | 0.7894 | 31.4595 | 2328 | 0.7409 |
843
+ | 0.5278 | 31.5 | 2331 | 0.7411 |
844
+ | 0.5384 | 31.5405 | 2334 | 0.7419 |
845
+ | 0.5847 | 31.5811 | 2337 | 0.7414 |
846
+ | 0.5634 | 31.6216 | 2340 | 0.7415 |
847
+ | 0.6 | 31.6622 | 2343 | 0.7418 |
848
+ | 0.7443 | 31.7027 | 2346 | 0.7425 |
849
+ | 0.5771 | 31.7432 | 2349 | 0.7392 |
850
+ | 0.6404 | 31.7838 | 2352 | 0.7381 |
851
+ | 0.5441 | 31.8243 | 2355 | 0.7406 |
852
+ | 0.5123 | 31.8649 | 2358 | 0.7375 |
853
+ | 0.7296 | 31.9054 | 2361 | 0.7383 |
854
+ | 0.4944 | 31.9459 | 2364 | 0.7399 |
855
+ | 0.7002 | 31.9865 | 2367 | 0.7387 |
856
+
857
+
858
+ ### Framework versions
859
+
860
+ - PEFT 0.13.2
861
+ - Transformers 4.46.0
862
+ - Pytorch 2.4.0
863
+ - Datasets 3.0.2
864
  - Tokenizers 0.20.0