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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_holistic

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_grammar
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  results: []
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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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- # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_grammar
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.5274
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- - Qwk: 0.5661
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- - Mse: 0.5274
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- - Rmse: 0.7262
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  ## Model description
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@@ -47,293 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0213 | 2 | 4.1570 | 0.0062 | 4.1570 | 2.0389 |
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- | No log | 0.0426 | 4 | 3.0412 | 0.0569 | 3.0412 | 1.7439 |
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- | No log | 0.0638 | 6 | 1.5052 | 0.0484 | 1.5052 | 1.2269 |
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- | No log | 0.0851 | 8 | 0.9490 | 0.0635 | 0.9490 | 0.9741 |
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- | No log | 0.1064 | 10 | 0.8485 | -0.0531 | 0.8485 | 0.9211 |
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- | No log | 0.1277 | 12 | 0.8079 | 0.0428 | 0.8079 | 0.8988 |
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- | No log | 0.1489 | 14 | 0.8232 | 0.1046 | 0.8232 | 0.9073 |
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- | No log | 0.1702 | 16 | 0.6783 | 0.1773 | 0.6783 | 0.8236 |
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- | No log | 0.1915 | 18 | 0.5992 | 0.3810 | 0.5992 | 0.7741 |
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- | No log | 0.2128 | 20 | 0.5719 | 0.3971 | 0.5719 | 0.7563 |
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- | No log | 0.2340 | 22 | 0.5573 | 0.4182 | 0.5573 | 0.7465 |
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- | No log | 0.2553 | 24 | 0.5520 | 0.4522 | 0.5520 | 0.7430 |
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- | No log | 0.2766 | 26 | 0.5245 | 0.4732 | 0.5245 | 0.7242 |
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- | No log | 0.2979 | 28 | 0.5186 | 0.4861 | 0.5186 | 0.7202 |
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- | No log | 0.3191 | 30 | 0.5537 | 0.3462 | 0.5537 | 0.7441 |
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- | No log | 0.3404 | 32 | 0.5267 | 0.4769 | 0.5267 | 0.7258 |
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- | No log | 0.3617 | 34 | 0.5457 | 0.4942 | 0.5457 | 0.7387 |
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- | No log | 0.3830 | 36 | 0.6571 | 0.4994 | 0.6571 | 0.8106 |
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- | No log | 0.4043 | 38 | 0.5175 | 0.4843 | 0.5175 | 0.7193 |
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- | No log | 0.4255 | 40 | 0.5075 | 0.4987 | 0.5075 | 0.7124 |
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- | No log | 0.4468 | 42 | 0.6732 | 0.2381 | 0.6732 | 0.8205 |
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- | No log | 0.4681 | 44 | 0.7805 | 0.1625 | 0.7805 | 0.8835 |
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- | No log | 0.4894 | 46 | 0.7637 | 0.1298 | 0.7637 | 0.8739 |
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- | No log | 0.5106 | 48 | 0.6519 | 0.2204 | 0.6519 | 0.8074 |
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- | No log | 0.5319 | 50 | 0.5216 | 0.4499 | 0.5216 | 0.7223 |
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- | No log | 0.5532 | 52 | 0.5194 | 0.4844 | 0.5194 | 0.7207 |
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- | No log | 0.5745 | 54 | 0.5598 | 0.5072 | 0.5598 | 0.7482 |
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- | No log | 0.5957 | 56 | 0.5452 | 0.5186 | 0.5452 | 0.7384 |
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- | No log | 0.6170 | 58 | 0.5168 | 0.5452 | 0.5168 | 0.7189 |
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- | No log | 0.6383 | 60 | 0.4892 | 0.5408 | 0.4892 | 0.6994 |
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- | No log | 0.6596 | 62 | 0.5187 | 0.5015 | 0.5187 | 0.7202 |
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- | No log | 0.6809 | 64 | 0.5277 | 0.4747 | 0.5277 | 0.7265 |
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- | No log | 0.7021 | 66 | 0.5633 | 0.4785 | 0.5633 | 0.7505 |
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- | No log | 0.7234 | 68 | 0.5170 | 0.5582 | 0.5170 | 0.7190 |
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- | No log | 0.7447 | 70 | 0.5036 | 0.5782 | 0.5036 | 0.7097 |
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- | No log | 0.7660 | 72 | 0.5519 | 0.5765 | 0.5519 | 0.7429 |
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- | No log | 0.7872 | 74 | 0.5264 | 0.5612 | 0.5264 | 0.7255 |
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- | No log | 0.8085 | 76 | 0.4798 | 0.5508 | 0.4798 | 0.6926 |
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- | No log | 0.8298 | 78 | 0.4443 | 0.5326 | 0.4443 | 0.6665 |
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- | No log | 0.8511 | 80 | 0.4651 | 0.5066 | 0.4651 | 0.6820 |
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- | No log | 0.8723 | 82 | 0.4661 | 0.5223 | 0.4661 | 0.6827 |
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- | No log | 0.8936 | 84 | 0.4517 | 0.5465 | 0.4517 | 0.6721 |
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- | No log | 0.9149 | 86 | 0.4792 | 0.5160 | 0.4792 | 0.6923 |
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- | No log | 0.9362 | 88 | 0.5465 | 0.4305 | 0.5465 | 0.7393 |
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- | No log | 0.9574 | 90 | 0.5573 | 0.4272 | 0.5573 | 0.7465 |
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- | No log | 0.9787 | 92 | 0.5717 | 0.4128 | 0.5717 | 0.7561 |
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- | No log | 1.0 | 94 | 0.5082 | 0.5749 | 0.5082 | 0.7129 |
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- | No log | 1.0213 | 96 | 0.5163 | 0.5723 | 0.5163 | 0.7186 |
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- | No log | 1.0426 | 98 | 0.5538 | 0.5780 | 0.5538 | 0.7442 |
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- | No log | 1.0638 | 100 | 0.5070 | 0.5891 | 0.5070 | 0.7121 |
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- | No log | 1.0851 | 102 | 0.4661 | 0.6082 | 0.4661 | 0.6827 |
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- | No log | 1.1064 | 104 | 0.4772 | 0.5968 | 0.4772 | 0.6908 |
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- | No log | 1.1277 | 106 | 0.5048 | 0.5052 | 0.5048 | 0.7105 |
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- | No log | 1.1489 | 108 | 0.5362 | 0.4528 | 0.5362 | 0.7323 |
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- | No log | 1.1702 | 110 | 0.5384 | 0.4811 | 0.5384 | 0.7338 |
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- | No log | 1.1915 | 112 | 0.4743 | 0.6027 | 0.4743 | 0.6887 |
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- | No log | 1.2128 | 114 | 0.4891 | 0.6256 | 0.4891 | 0.6994 |
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- | No log | 1.2340 | 116 | 0.5151 | 0.6011 | 0.5151 | 0.7177 |
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- | No log | 1.2553 | 118 | 0.5462 | 0.5755 | 0.5462 | 0.7390 |
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- | No log | 1.2766 | 120 | 0.5263 | 0.5829 | 0.5263 | 0.7255 |
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- | No log | 1.2979 | 122 | 0.5510 | 0.5438 | 0.5510 | 0.7423 |
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- | No log | 1.3191 | 124 | 0.5436 | 0.5883 | 0.5436 | 0.7373 |
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- | No log | 1.3404 | 126 | 0.5137 | 0.6085 | 0.5137 | 0.7167 |
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- | No log | 1.3617 | 128 | 0.4834 | 0.6243 | 0.4834 | 0.6953 |
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- | No log | 1.3830 | 130 | 0.4673 | 0.6046 | 0.4673 | 0.6836 |
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- | No log | 1.4043 | 132 | 0.4821 | 0.6110 | 0.4821 | 0.6944 |
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- | No log | 1.4255 | 134 | 0.5447 | 0.4874 | 0.5447 | 0.7380 |
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- | No log | 1.4468 | 136 | 0.5302 | 0.4934 | 0.5302 | 0.7282 |
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- | No log | 1.4681 | 138 | 0.5457 | 0.4585 | 0.5457 | 0.7387 |
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- | No log | 1.4894 | 140 | 0.5586 | 0.4533 | 0.5586 | 0.7474 |
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- | No log | 1.5106 | 142 | 0.5354 | 0.5055 | 0.5354 | 0.7317 |
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- | No log | 1.5319 | 144 | 0.5272 | 0.5291 | 0.5272 | 0.7261 |
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- | No log | 1.5532 | 146 | 0.5379 | 0.4764 | 0.5379 | 0.7334 |
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- | No log | 1.5745 | 148 | 0.5288 | 0.4913 | 0.5288 | 0.7272 |
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- | No log | 1.5957 | 150 | 0.5327 | 0.5760 | 0.5327 | 0.7299 |
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- | No log | 1.6170 | 152 | 0.5967 | 0.5567 | 0.5967 | 0.7724 |
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- | No log | 1.6383 | 154 | 0.6085 | 0.5521 | 0.6085 | 0.7801 |
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- | No log | 1.6596 | 156 | 0.5926 | 0.5517 | 0.5926 | 0.7698 |
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- | No log | 1.6809 | 158 | 0.6374 | 0.5800 | 0.6374 | 0.7984 |
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- | No log | 1.7021 | 160 | 0.7886 | 0.5294 | 0.7886 | 0.8880 |
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- | No log | 1.7234 | 162 | 0.9284 | 0.4854 | 0.9284 | 0.9635 |
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- | No log | 1.7447 | 164 | 0.7619 | 0.4989 | 0.7619 | 0.8728 |
134
- | No log | 1.7660 | 166 | 0.5230 | 0.5294 | 0.5230 | 0.7232 |
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- | No log | 1.7872 | 168 | 0.4656 | 0.5490 | 0.4656 | 0.6823 |
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- | No log | 1.8085 | 170 | 0.4778 | 0.4846 | 0.4778 | 0.6912 |
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- | No log | 1.8298 | 172 | 0.5005 | 0.4198 | 0.5005 | 0.7074 |
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- | No log | 1.8511 | 174 | 0.4891 | 0.4374 | 0.4891 | 0.6993 |
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- | No log | 1.8723 | 176 | 0.4630 | 0.4928 | 0.4630 | 0.6805 |
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- | No log | 1.8936 | 178 | 0.4635 | 0.4765 | 0.4635 | 0.6808 |
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- | No log | 1.9149 | 180 | 0.4697 | 0.4772 | 0.4697 | 0.6854 |
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- | No log | 1.9362 | 182 | 0.4663 | 0.4869 | 0.4663 | 0.6829 |
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- | No log | 1.9574 | 184 | 0.4474 | 0.5148 | 0.4474 | 0.6689 |
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- | No log | 1.9787 | 186 | 0.4545 | 0.5929 | 0.4545 | 0.6742 |
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- | No log | 2.0 | 188 | 0.4620 | 0.5892 | 0.4620 | 0.6797 |
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- | No log | 2.0213 | 190 | 0.4737 | 0.6127 | 0.4737 | 0.6883 |
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- | No log | 2.0426 | 192 | 0.5642 | 0.4721 | 0.5642 | 0.7511 |
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- | No log | 2.0638 | 194 | 0.5924 | 0.4422 | 0.5924 | 0.7697 |
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- | No log | 2.0851 | 196 | 0.5725 | 0.4549 | 0.5725 | 0.7566 |
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- | No log | 2.1064 | 198 | 0.5178 | 0.5035 | 0.5178 | 0.7196 |
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- | No log | 2.1277 | 200 | 0.4856 | 0.5461 | 0.4856 | 0.6968 |
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- | No log | 2.1489 | 202 | 0.4960 | 0.5400 | 0.4960 | 0.7043 |
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- | No log | 2.1702 | 204 | 0.4993 | 0.5412 | 0.4993 | 0.7066 |
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- | No log | 2.1915 | 206 | 0.4998 | 0.5368 | 0.4998 | 0.7069 |
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- | No log | 2.2128 | 208 | 0.5087 | 0.5172 | 0.5087 | 0.7133 |
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- | No log | 2.2340 | 210 | 0.5106 | 0.5005 | 0.5106 | 0.7146 |
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- | No log | 2.2553 | 212 | 0.5308 | 0.4595 | 0.5308 | 0.7285 |
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- | No log | 2.2766 | 214 | 0.5540 | 0.5126 | 0.5540 | 0.7443 |
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- | No log | 2.2979 | 216 | 0.5418 | 0.5342 | 0.5418 | 0.7361 |
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- | No log | 2.3191 | 218 | 0.5301 | 0.5260 | 0.5301 | 0.7281 |
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- | No log | 2.3404 | 220 | 0.4923 | 0.5429 | 0.4923 | 0.7017 |
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- | No log | 2.3617 | 222 | 0.4543 | 0.5897 | 0.4543 | 0.6740 |
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- | No log | 2.3830 | 224 | 0.4965 | 0.6055 | 0.4965 | 0.7046 |
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- | No log | 2.4043 | 226 | 0.6020 | 0.5999 | 0.6020 | 0.7759 |
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- | No log | 2.4255 | 228 | 0.6294 | 0.5644 | 0.6294 | 0.7933 |
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- | No log | 2.4468 | 230 | 0.6132 | 0.5671 | 0.6132 | 0.7831 |
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- | No log | 2.4681 | 232 | 0.6374 | 0.5495 | 0.6374 | 0.7984 |
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- | No log | 2.4894 | 234 | 0.6110 | 0.5560 | 0.6110 | 0.7817 |
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- | No log | 2.5106 | 236 | 0.5498 | 0.5730 | 0.5498 | 0.7415 |
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- | No log | 2.5319 | 238 | 0.4913 | 0.6078 | 0.4913 | 0.7009 |
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- | No log | 2.5532 | 240 | 0.4748 | 0.6354 | 0.4748 | 0.6890 |
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- | No log | 2.5745 | 242 | 0.4659 | 0.6515 | 0.4659 | 0.6826 |
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- | No log | 2.5957 | 244 | 0.4714 | 0.6341 | 0.4714 | 0.6866 |
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- | No log | 2.6170 | 246 | 0.5188 | 0.5720 | 0.5188 | 0.7203 |
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- | No log | 2.6383 | 248 | 0.5001 | 0.5666 | 0.5001 | 0.7072 |
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- | No log | 2.6596 | 250 | 0.4483 | 0.6007 | 0.4483 | 0.6695 |
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- | No log | 2.6809 | 252 | 0.4475 | 0.5932 | 0.4475 | 0.6689 |
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- | No log | 2.7021 | 254 | 0.4557 | 0.5495 | 0.4557 | 0.6750 |
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- | No log | 2.7234 | 256 | 0.4414 | 0.6014 | 0.4414 | 0.6644 |
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- | No log | 2.7447 | 258 | 0.4311 | 0.6029 | 0.4311 | 0.6566 |
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- | No log | 2.7660 | 260 | 0.4511 | 0.5956 | 0.4511 | 0.6717 |
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- | No log | 2.7872 | 262 | 0.4700 | 0.5768 | 0.4700 | 0.6855 |
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- | No log | 2.8085 | 264 | 0.4788 | 0.5873 | 0.4788 | 0.6919 |
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- | No log | 2.8298 | 266 | 0.5112 | 0.5854 | 0.5112 | 0.7150 |
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- | No log | 2.8511 | 268 | 0.5085 | 0.6202 | 0.5085 | 0.7131 |
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- | No log | 2.8723 | 270 | 0.5342 | 0.6087 | 0.5342 | 0.7309 |
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- | No log | 2.8936 | 272 | 0.5446 | 0.6253 | 0.5446 | 0.7380 |
188
- | No log | 2.9149 | 274 | 0.5907 | 0.6028 | 0.5907 | 0.7685 |
189
- | No log | 2.9362 | 276 | 0.6219 | 0.5028 | 0.6219 | 0.7886 |
190
- | No log | 2.9574 | 278 | 0.6360 | 0.4579 | 0.6360 | 0.7975 |
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- | No log | 2.9787 | 280 | 0.6147 | 0.4297 | 0.6147 | 0.7840 |
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- | No log | 3.0 | 282 | 0.5556 | 0.4841 | 0.5556 | 0.7454 |
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- | No log | 3.0213 | 284 | 0.5164 | 0.4989 | 0.5164 | 0.7186 |
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- | No log | 3.0426 | 286 | 0.5023 | 0.5399 | 0.5023 | 0.7087 |
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- | No log | 3.0638 | 288 | 0.5040 | 0.5872 | 0.5040 | 0.7099 |
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- | No log | 3.0851 | 290 | 0.4883 | 0.6298 | 0.4883 | 0.6988 |
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- | No log | 3.1064 | 292 | 0.4837 | 0.6046 | 0.4837 | 0.6955 |
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- | No log | 3.1277 | 294 | 0.5245 | 0.5548 | 0.5245 | 0.7242 |
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- | No log | 3.1489 | 296 | 0.6011 | 0.5110 | 0.6011 | 0.7753 |
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- | No log | 3.1702 | 298 | 0.6217 | 0.5257 | 0.6217 | 0.7885 |
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- | No log | 3.1915 | 300 | 0.6184 | 0.5598 | 0.6184 | 0.7864 |
202
- | No log | 3.2128 | 302 | 0.5968 | 0.5714 | 0.5968 | 0.7725 |
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- | No log | 3.2340 | 304 | 0.5233 | 0.5639 | 0.5233 | 0.7234 |
204
- | No log | 3.2553 | 306 | 0.5073 | 0.5612 | 0.5073 | 0.7123 |
205
- | No log | 3.2766 | 308 | 0.4940 | 0.5839 | 0.4940 | 0.7028 |
206
- | No log | 3.2979 | 310 | 0.4580 | 0.6159 | 0.4580 | 0.6768 |
207
- | No log | 3.3191 | 312 | 0.4488 | 0.5761 | 0.4488 | 0.6699 |
208
- | No log | 3.3404 | 314 | 0.4735 | 0.4742 | 0.4735 | 0.6881 |
209
- | No log | 3.3617 | 316 | 0.5284 | 0.4745 | 0.5284 | 0.7269 |
210
- | No log | 3.3830 | 318 | 0.5257 | 0.4698 | 0.5257 | 0.7250 |
211
- | No log | 3.4043 | 320 | 0.4661 | 0.5881 | 0.4661 | 0.6827 |
212
- | No log | 3.4255 | 322 | 0.4627 | 0.5993 | 0.4627 | 0.6802 |
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- | No log | 3.4468 | 324 | 0.4772 | 0.6256 | 0.4772 | 0.6908 |
214
- | No log | 3.4681 | 326 | 0.5222 | 0.5686 | 0.5222 | 0.7227 |
215
- | No log | 3.4894 | 328 | 0.5624 | 0.4827 | 0.5624 | 0.7499 |
216
- | No log | 3.5106 | 330 | 0.5424 | 0.4675 | 0.5424 | 0.7365 |
217
- | No log | 3.5319 | 332 | 0.4859 | 0.5026 | 0.4859 | 0.6971 |
218
- | No log | 3.5532 | 334 | 0.4671 | 0.5782 | 0.4671 | 0.6835 |
219
- | No log | 3.5745 | 336 | 0.4867 | 0.5983 | 0.4867 | 0.6977 |
220
- | No log | 3.5957 | 338 | 0.5110 | 0.5665 | 0.5110 | 0.7149 |
221
- | No log | 3.6170 | 340 | 0.5796 | 0.5804 | 0.5796 | 0.7613 |
222
- | No log | 3.6383 | 342 | 0.6230 | 0.5837 | 0.6230 | 0.7893 |
223
- | No log | 3.6596 | 344 | 0.6171 | 0.5945 | 0.6171 | 0.7856 |
224
- | No log | 3.6809 | 346 | 0.5571 | 0.5826 | 0.5571 | 0.7464 |
225
- | No log | 3.7021 | 348 | 0.5271 | 0.5929 | 0.5271 | 0.7260 |
226
- | No log | 3.7234 | 350 | 0.5281 | 0.5989 | 0.5281 | 0.7267 |
227
- | No log | 3.7447 | 352 | 0.5229 | 0.6093 | 0.5229 | 0.7231 |
228
- | No log | 3.7660 | 354 | 0.6081 | 0.5818 | 0.6081 | 0.7798 |
229
- | No log | 3.7872 | 356 | 0.6007 | 0.5637 | 0.6007 | 0.7751 |
230
- | No log | 3.8085 | 358 | 0.5139 | 0.6131 | 0.5139 | 0.7169 |
231
- | No log | 3.8298 | 360 | 0.5687 | 0.5703 | 0.5687 | 0.7541 |
232
- | No log | 3.8511 | 362 | 0.7703 | 0.4651 | 0.7703 | 0.8776 |
233
- | No log | 3.8723 | 364 | 0.7276 | 0.4624 | 0.7276 | 0.8530 |
234
- | No log | 3.8936 | 366 | 0.5263 | 0.5879 | 0.5263 | 0.7255 |
235
- | No log | 3.9149 | 368 | 0.4873 | 0.6163 | 0.4873 | 0.6980 |
236
- | No log | 3.9362 | 370 | 0.6625 | 0.4343 | 0.6625 | 0.8140 |
237
- | No log | 3.9574 | 372 | 0.7137 | 0.3871 | 0.7137 | 0.8448 |
238
- | No log | 3.9787 | 374 | 0.6629 | 0.3695 | 0.6629 | 0.8142 |
239
- | No log | 4.0 | 376 | 0.5356 | 0.4970 | 0.5356 | 0.7319 |
240
- | No log | 4.0213 | 378 | 0.4238 | 0.6166 | 0.4238 | 0.6510 |
241
- | No log | 4.0426 | 380 | 0.4476 | 0.5938 | 0.4476 | 0.6691 |
242
- | No log | 4.0638 | 382 | 0.5058 | 0.5898 | 0.5058 | 0.7112 |
243
- | No log | 4.0851 | 384 | 0.5149 | 0.5722 | 0.5149 | 0.7175 |
244
- | No log | 4.1064 | 386 | 0.4923 | 0.6289 | 0.4923 | 0.7016 |
245
- | No log | 4.1277 | 388 | 0.5911 | 0.5738 | 0.5911 | 0.7688 |
246
- | No log | 4.1489 | 390 | 0.6332 | 0.5628 | 0.6332 | 0.7957 |
247
- | No log | 4.1702 | 392 | 0.6267 | 0.5412 | 0.6267 | 0.7917 |
248
- | No log | 4.1915 | 394 | 0.5485 | 0.5146 | 0.5485 | 0.7406 |
249
- | No log | 4.2128 | 396 | 0.4796 | 0.5358 | 0.4796 | 0.6925 |
250
- | No log | 4.2340 | 398 | 0.4605 | 0.5826 | 0.4605 | 0.6786 |
251
- | No log | 4.2553 | 400 | 0.4627 | 0.5774 | 0.4627 | 0.6802 |
252
- | No log | 4.2766 | 402 | 0.4682 | 0.5931 | 0.4682 | 0.6843 |
253
- | No log | 4.2979 | 404 | 0.5080 | 0.5873 | 0.5080 | 0.7128 |
254
- | No log | 4.3191 | 406 | 0.5571 | 0.5806 | 0.5571 | 0.7464 |
255
- | No log | 4.3404 | 408 | 0.5474 | 0.6000 | 0.5474 | 0.7399 |
256
- | No log | 4.3617 | 410 | 0.5568 | 0.5805 | 0.5568 | 0.7462 |
257
- | No log | 4.3830 | 412 | 0.5448 | 0.5925 | 0.5448 | 0.7381 |
258
- | No log | 4.4043 | 414 | 0.5437 | 0.5906 | 0.5437 | 0.7374 |
259
- | No log | 4.4255 | 416 | 0.5420 | 0.6083 | 0.5420 | 0.7362 |
260
- | No log | 4.4468 | 418 | 0.5076 | 0.6318 | 0.5076 | 0.7125 |
261
- | No log | 4.4681 | 420 | 0.4739 | 0.6384 | 0.4739 | 0.6884 |
262
- | No log | 4.4894 | 422 | 0.4616 | 0.6460 | 0.4616 | 0.6794 |
263
- | No log | 4.5106 | 424 | 0.4319 | 0.5970 | 0.4319 | 0.6572 |
264
- | No log | 4.5319 | 426 | 0.4296 | 0.5399 | 0.4296 | 0.6554 |
265
- | No log | 4.5532 | 428 | 0.4408 | 0.5711 | 0.4408 | 0.6639 |
266
- | No log | 4.5745 | 430 | 0.4437 | 0.5662 | 0.4437 | 0.6661 |
267
- | No log | 4.5957 | 432 | 0.4663 | 0.5712 | 0.4663 | 0.6829 |
268
- | No log | 4.6170 | 434 | 0.6000 | 0.4536 | 0.6000 | 0.7746 |
269
- | No log | 4.6383 | 436 | 0.7025 | 0.4412 | 0.7025 | 0.8382 |
270
- | No log | 4.6596 | 438 | 0.6640 | 0.4932 | 0.6640 | 0.8148 |
271
- | No log | 4.6809 | 440 | 0.5988 | 0.5445 | 0.5988 | 0.7738 |
272
- | No log | 4.7021 | 442 | 0.5320 | 0.5831 | 0.5320 | 0.7294 |
273
- | No log | 4.7234 | 444 | 0.5366 | 0.6061 | 0.5366 | 0.7325 |
274
- | No log | 4.7447 | 446 | 0.5268 | 0.5943 | 0.5268 | 0.7258 |
275
- | No log | 4.7660 | 448 | 0.4916 | 0.5654 | 0.4916 | 0.7011 |
276
- | No log | 4.7872 | 450 | 0.5166 | 0.5468 | 0.5166 | 0.7187 |
277
- | No log | 4.8085 | 452 | 0.5258 | 0.4739 | 0.5258 | 0.7251 |
278
- | No log | 4.8298 | 454 | 0.4780 | 0.5585 | 0.4780 | 0.6914 |
279
- | No log | 4.8511 | 456 | 0.4484 | 0.5945 | 0.4484 | 0.6696 |
280
- | No log | 4.8723 | 458 | 0.4498 | 0.6016 | 0.4498 | 0.6706 |
281
- | No log | 4.8936 | 460 | 0.4779 | 0.5871 | 0.4779 | 0.6913 |
282
- | No log | 4.9149 | 462 | 0.4705 | 0.6040 | 0.4705 | 0.6859 |
283
- | No log | 4.9362 | 464 | 0.4848 | 0.6213 | 0.4848 | 0.6963 |
284
- | No log | 4.9574 | 466 | 0.5564 | 0.5978 | 0.5564 | 0.7459 |
285
- | No log | 4.9787 | 468 | 0.5640 | 0.5897 | 0.5640 | 0.7510 |
286
- | No log | 5.0 | 470 | 0.5145 | 0.6273 | 0.5145 | 0.7173 |
287
- | No log | 5.0213 | 472 | 0.5034 | 0.6247 | 0.5034 | 0.7095 |
288
- | No log | 5.0426 | 474 | 0.5160 | 0.6336 | 0.5160 | 0.7183 |
289
- | No log | 5.0638 | 476 | 0.5397 | 0.6019 | 0.5397 | 0.7347 |
290
- | No log | 5.0851 | 478 | 0.5499 | 0.5674 | 0.5499 | 0.7415 |
291
- | No log | 5.1064 | 480 | 0.4940 | 0.6336 | 0.4940 | 0.7028 |
292
- | No log | 5.1277 | 482 | 0.4634 | 0.6266 | 0.4634 | 0.6807 |
293
- | No log | 5.1489 | 484 | 0.4504 | 0.6109 | 0.4504 | 0.6711 |
294
- | No log | 5.1702 | 486 | 0.4472 | 0.6167 | 0.4472 | 0.6687 |
295
- | No log | 5.1915 | 488 | 0.4768 | 0.5973 | 0.4768 | 0.6905 |
296
- | No log | 5.2128 | 490 | 0.4885 | 0.6054 | 0.4885 | 0.6989 |
297
- | No log | 5.2340 | 492 | 0.4607 | 0.6055 | 0.4607 | 0.6787 |
298
- | No log | 5.2553 | 494 | 0.4848 | 0.5690 | 0.4848 | 0.6963 |
299
- | No log | 5.2766 | 496 | 0.5042 | 0.5817 | 0.5042 | 0.7101 |
300
- | No log | 5.2979 | 498 | 0.5107 | 0.5889 | 0.5107 | 0.7147 |
301
- | 0.5018 | 5.3191 | 500 | 0.5829 | 0.5899 | 0.5829 | 0.7635 |
302
- | 0.5018 | 5.3404 | 502 | 0.6517 | 0.5201 | 0.6517 | 0.8073 |
303
- | 0.5018 | 5.3617 | 504 | 0.5851 | 0.5612 | 0.5851 | 0.7649 |
304
- | 0.5018 | 5.3830 | 506 | 0.5076 | 0.5738 | 0.5076 | 0.7125 |
305
- | 0.5018 | 5.4043 | 508 | 0.4688 | 0.5912 | 0.4688 | 0.6847 |
306
- | 0.5018 | 5.4255 | 510 | 0.4580 | 0.5795 | 0.4580 | 0.6768 |
307
- | 0.5018 | 5.4468 | 512 | 0.4422 | 0.5968 | 0.4422 | 0.6650 |
308
- | 0.5018 | 5.4681 | 514 | 0.4394 | 0.6115 | 0.4394 | 0.6629 |
309
- | 0.5018 | 5.4894 | 516 | 0.5108 | 0.6360 | 0.5108 | 0.7147 |
310
- | 0.5018 | 5.5106 | 518 | 0.6011 | 0.5937 | 0.6011 | 0.7753 |
311
- | 0.5018 | 5.5319 | 520 | 0.5667 | 0.5927 | 0.5667 | 0.7528 |
312
- | 0.5018 | 5.5532 | 522 | 0.4852 | 0.6446 | 0.4852 | 0.6965 |
313
- | 0.5018 | 5.5745 | 524 | 0.4709 | 0.6081 | 0.4709 | 0.6862 |
314
- | 0.5018 | 5.5957 | 526 | 0.4704 | 0.5964 | 0.4704 | 0.6859 |
315
- | 0.5018 | 5.6170 | 528 | 0.4563 | 0.6114 | 0.4563 | 0.6755 |
316
- | 0.5018 | 5.6383 | 530 | 0.4487 | 0.5932 | 0.4487 | 0.6699 |
317
- | 0.5018 | 5.6596 | 532 | 0.4653 | 0.5973 | 0.4653 | 0.6821 |
318
- | 0.5018 | 5.6809 | 534 | 0.5282 | 0.5564 | 0.5282 | 0.7268 |
319
- | 0.5018 | 5.7021 | 536 | 0.6115 | 0.4904 | 0.6115 | 0.7820 |
320
- | 0.5018 | 5.7234 | 538 | 0.6489 | 0.4966 | 0.6489 | 0.8055 |
321
- | 0.5018 | 5.7447 | 540 | 0.5662 | 0.5511 | 0.5662 | 0.7524 |
322
- | 0.5018 | 5.7660 | 542 | 0.4932 | 0.6087 | 0.4932 | 0.7023 |
323
- | 0.5018 | 5.7872 | 544 | 0.5044 | 0.6244 | 0.5044 | 0.7102 |
324
- | 0.5018 | 5.8085 | 546 | 0.4846 | 0.6482 | 0.4846 | 0.6961 |
325
- | 0.5018 | 5.8298 | 548 | 0.4979 | 0.6382 | 0.4979 | 0.7056 |
326
- | 0.5018 | 5.8511 | 550 | 0.5248 | 0.6293 | 0.5248 | 0.7244 |
327
- | 0.5018 | 5.8723 | 552 | 0.6130 | 0.5668 | 0.6130 | 0.7829 |
328
- | 0.5018 | 5.8936 | 554 | 0.7326 | 0.5370 | 0.7326 | 0.8559 |
329
- | 0.5018 | 5.9149 | 556 | 0.6693 | 0.5719 | 0.6693 | 0.8181 |
330
- | 0.5018 | 5.9362 | 558 | 0.5443 | 0.6033 | 0.5443 | 0.7378 |
331
- | 0.5018 | 5.9574 | 560 | 0.5230 | 0.6091 | 0.5230 | 0.7232 |
332
- | 0.5018 | 5.9787 | 562 | 0.5291 | 0.5794 | 0.5291 | 0.7274 |
333
- | 0.5018 | 6.0 | 564 | 0.5529 | 0.5504 | 0.5529 | 0.7436 |
334
- | 0.5018 | 6.0213 | 566 | 0.6011 | 0.5209 | 0.6011 | 0.7753 |
335
- | 0.5018 | 6.0426 | 568 | 0.5883 | 0.5402 | 0.5883 | 0.7670 |
336
- | 0.5018 | 6.0638 | 570 | 0.5274 | 0.5661 | 0.5274 | 0.7262 |
337
 
338
 
339
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_holistic
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask1_holistic
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 19.8082
19
+ - Qwk: 0.3999
20
+ - Mse: 19.8082
21
+ - Rmse: 4.4506
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:------:|:--------:|:-------:|
52
+ | No log | 0.0213 | 2 | 317.0791 | 0.0003 | 317.0791 | 17.8067 |
53
+ | No log | 0.0426 | 4 | 304.3100 | 0.0062 | 304.3100 | 17.4445 |
54
+ | No log | 0.0638 | 6 | 282.9693 | 0.0024 | 282.9693 | 16.8217 |
55
+ | No log | 0.0851 | 8 | 265.8466 | 0.0044 | 265.8467 | 16.3048 |
56
+ | No log | 0.1064 | 10 | 250.8946 | 0.0000 | 250.8946 | 15.8397 |
57
+ | No log | 0.1277 | 12 | 236.1837 | 0.0054 | 236.1837 | 15.3683 |
58
+ | No log | 0.1489 | 14 | 222.9291 | 0.0051 | 222.9290 | 14.9308 |
59
+ | No log | 0.1702 | 16 | 210.9239 | 0.0045 | 210.9239 | 14.5232 |
60
+ | No log | 0.1915 | 18 | 204.8379 | 0.0073 | 204.8379 | 14.3122 |
61
+ | No log | 0.2128 | 20 | 192.6389 | 0.0040 | 192.6389 | 13.8794 |
62
+ | No log | 0.2340 | 22 | 182.8133 | 0.0089 | 182.8133 | 13.5208 |
63
+ | No log | 0.2553 | 24 | 179.9144 | 0.0098 | 179.9144 | 13.4132 |
64
+ | No log | 0.2766 | 26 | 171.3660 | 0.0071 | 171.3660 | 13.0907 |
65
+ | No log | 0.2979 | 28 | 164.4884 | 0.0024 | 164.4884 | 12.8253 |
66
+ | No log | 0.3191 | 30 | 159.7442 | 0.0025 | 159.7442 | 12.6390 |
67
+ | No log | 0.3404 | 32 | 155.9494 | 0.0118 | 155.9493 | 12.4880 |
68
+ | No log | 0.3617 | 34 | 150.5176 | 0.0070 | 150.5176 | 12.2686 |
69
+ | No log | 0.3830 | 36 | 145.1919 | 0.0027 | 145.1919 | 12.0496 |
70
+ | No log | 0.4043 | 38 | 142.4928 | 0.0027 | 142.4928 | 11.9370 |
71
+ | No log | 0.4255 | 40 | 137.9244 | 0.0007 | 137.9244 | 11.7441 |
72
+ | No log | 0.4468 | 42 | 134.8738 | 0.0158 | 134.8738 | 11.6135 |
73
+ | No log | 0.4681 | 44 | 131.7082 | 0.0090 | 131.7082 | 11.4764 |
74
+ | No log | 0.4894 | 46 | 130.5607 | 0.0076 | 130.5607 | 11.4263 |
75
+ | No log | 0.5106 | 48 | 125.1494 | 0.0025 | 125.1494 | 11.1870 |
76
+ | No log | 0.5319 | 50 | 122.1791 | 0.0008 | 122.1791 | 11.0535 |
77
+ | No log | 0.5532 | 52 | 122.9410 | 0.0031 | 122.9410 | 11.0879 |
78
+ | No log | 0.5745 | 54 | 118.9830 | 0.0016 | 118.9830 | 10.9079 |
79
+ | No log | 0.5957 | 56 | 115.5027 | 0.0173 | 115.5027 | 10.7472 |
80
+ | No log | 0.6170 | 58 | 113.6940 | 0.0138 | 113.6940 | 10.6627 |
81
+ | No log | 0.6383 | 60 | 111.5050 | 0.0058 | 111.5050 | 10.5596 |
82
+ | No log | 0.6596 | 62 | 109.5598 | 0.0030 | 109.5598 | 10.4671 |
83
+ | No log | 0.6809 | 64 | 107.1219 | 0.0019 | 107.1219 | 10.3500 |
84
+ | No log | 0.7021 | 66 | 106.1098 | 0.0019 | 106.1098 | 10.3010 |
85
+ | No log | 0.7234 | 68 | 106.1037 | 0.0019 | 106.1038 | 10.3007 |
86
+ | No log | 0.7447 | 70 | 101.9836 | 0.0009 | 101.9836 | 10.0987 |
87
+ | No log | 0.7660 | 72 | 100.5648 | 0.0009 | 100.5648 | 10.0282 |
88
+ | No log | 0.7872 | 74 | 101.1998 | 0.0009 | 101.1998 | 10.0598 |
89
+ | No log | 0.8085 | 76 | 97.8529 | 0.0002 | 97.8529 | 9.8921 |
90
+ | No log | 0.8298 | 78 | 96.3777 | 0.0151 | 96.3777 | 9.8172 |
91
+ | No log | 0.8511 | 80 | 95.1861 | 0.0066 | 95.1861 | 9.7563 |
92
+ | No log | 0.8723 | 82 | 93.6397 | 0.0036 | 93.6397 | 9.6768 |
93
+ | No log | 0.8936 | 84 | 91.7261 | 0.0011 | 91.7261 | 9.5774 |
94
+ | No log | 0.9149 | 86 | 90.2860 | 0.0011 | 90.2860 | 9.5019 |
95
+ | No log | 0.9362 | 88 | 89.5498 | 0.0011 | 89.5498 | 9.4631 |
96
+ | No log | 0.9574 | 90 | 86.4713 | 0.0011 | 86.4713 | 9.2990 |
97
+ | No log | 0.9787 | 92 | 86.0615 | 0.0 | 86.0615 | 9.2769 |
98
+ | No log | 1.0 | 94 | 84.5079 | 0.0011 | 84.5079 | 9.1928 |
99
+ | No log | 1.0213 | 96 | 86.1617 | 0.0011 | 86.1617 | 9.2823 |
100
+ | No log | 1.0426 | 98 | 81.4544 | 0.0276 | 81.4544 | 9.0252 |
101
+ | No log | 1.0638 | 100 | 81.2110 | 0.0261 | 81.2110 | 9.0117 |
102
+ | No log | 1.0851 | 102 | 79.8661 | 0.0077 | 79.8661 | 8.9368 |
103
+ | No log | 1.1064 | 104 | 81.4415 | 0.0084 | 81.4415 | 9.0245 |
104
+ | No log | 1.1277 | 106 | 77.2122 | 0.0013 | 77.2122 | 8.7870 |
105
+ | No log | 1.1489 | 108 | 76.8184 | 0.0013 | 76.8184 | 8.7646 |
106
+ | No log | 1.1702 | 110 | 75.6239 | 0.0013 | 75.6239 | 8.6962 |
107
+ | No log | 1.1915 | 112 | 75.4439 | 0.0013 | 75.4439 | 8.6858 |
108
+ | No log | 1.2128 | 114 | 74.0244 | 0.0013 | 74.0244 | 8.6037 |
109
+ | No log | 1.2340 | 116 | 73.6437 | 0.0 | 73.6437 | 8.5816 |
110
+ | No log | 1.2553 | 118 | 72.5285 | 0.0 | 72.5285 | 8.5164 |
111
+ | No log | 1.2766 | 120 | 72.0720 | 0.0 | 72.0720 | 8.4895 |
112
+ | No log | 1.2979 | 122 | 71.3121 | 0.0 | 71.3121 | 8.4446 |
113
+ | No log | 1.3191 | 124 | 70.2681 | 0.0 | 70.2681 | 8.3826 |
114
+ | No log | 1.3404 | 126 | 69.5570 | 0.0 | 69.5570 | 8.3401 |
115
+ | No log | 1.3617 | 128 | 68.7931 | 0.0 | 68.7931 | 8.2942 |
116
+ | No log | 1.3830 | 130 | 68.1476 | 0.0 | 68.1476 | 8.2552 |
117
+ | No log | 1.4043 | 132 | 67.3193 | 0.0216 | 67.3193 | 8.2048 |
118
+ | No log | 1.4255 | 134 | 66.3801 | 0.0084 | 66.3801 | 8.1474 |
119
+ | No log | 1.4468 | 136 | 65.6539 | 0.0052 | 65.6539 | 8.1027 |
120
+ | No log | 1.4681 | 138 | 64.9311 | 0.0035 | 64.9311 | 8.0580 |
121
+ | No log | 1.4894 | 140 | 64.3117 | 0.0016 | 64.3117 | 8.0195 |
122
+ | No log | 1.5106 | 142 | 63.4418 | 0.0016 | 63.4418 | 7.9650 |
123
+ | No log | 1.5319 | 144 | 62.5522 | 0.0016 | 62.5522 | 7.9090 |
124
+ | No log | 1.5532 | 146 | 61.9204 | 0.0 | 61.9204 | 7.8690 |
125
+ | No log | 1.5745 | 148 | 61.2094 | 0.0 | 61.2094 | 7.8236 |
126
+ | No log | 1.5957 | 150 | 61.0278 | 0.0 | 61.0278 | 7.8120 |
127
+ | No log | 1.6170 | 152 | 60.3565 | 0.0 | 60.3565 | 7.7689 |
128
+ | No log | 1.6383 | 154 | 59.2890 | 0.0 | 59.2890 | 7.6999 |
129
+ | No log | 1.6596 | 156 | 58.6270 | 0.0 | 58.6270 | 7.6568 |
130
+ | No log | 1.6809 | 158 | 58.0349 | 0.0 | 58.0349 | 7.6181 |
131
+ | No log | 1.7021 | 160 | 57.4679 | 0.0 | 57.4679 | 7.5808 |
132
+ | No log | 1.7234 | 162 | 56.9777 | 0.0 | 56.9777 | 7.5484 |
133
+ | No log | 1.7447 | 164 | 56.5077 | 0.0 | 56.5077 | 7.5172 |
134
+ | No log | 1.7660 | 166 | 55.8768 | 0.0 | 55.8768 | 7.4751 |
135
+ | No log | 1.7872 | 168 | 55.3693 | 0.0352 | 55.3693 | 7.4411 |
136
+ | No log | 1.8085 | 170 | 55.0289 | 0.0187 | 55.0289 | 7.4181 |
137
+ | No log | 1.8298 | 172 | 54.7453 | 0.0057 | 54.7452 | 7.3990 |
138
+ | No log | 1.8511 | 174 | 53.9280 | 0.0057 | 53.9280 | 7.3436 |
139
+ | No log | 1.8723 | 176 | 53.4455 | 0.0069 | 53.4455 | 7.3106 |
140
+ | No log | 1.8936 | 178 | 53.0292 | 0.0042 | 53.0292 | 7.2821 |
141
+ | No log | 1.9149 | 180 | 52.7051 | 0.0042 | 52.7051 | 7.2598 |
142
+ | No log | 1.9362 | 182 | 52.0261 | 0.0057 | 52.0261 | 7.2129 |
143
+ | No log | 1.9574 | 184 | 52.0140 | 0.0266 | 52.0140 | 7.2121 |
144
+ | No log | 1.9787 | 186 | 51.0659 | 0.0254 | 51.0659 | 7.1460 |
145
+ | No log | 2.0 | 188 | 50.8652 | 0.0100 | 50.8652 | 7.1320 |
146
+ | No log | 2.0213 | 190 | 50.1608 | 0.0113 | 50.1608 | 7.0824 |
147
+ | No log | 2.0426 | 192 | 49.3686 | 0.0277 | 49.3686 | 7.0263 |
148
+ | No log | 2.0638 | 194 | 48.9972 | 0.0321 | 48.9972 | 6.9998 |
149
+ | No log | 2.0851 | 196 | 48.3094 | 0.0331 | 48.3094 | 6.9505 |
150
+ | No log | 2.1064 | 198 | 47.7699 | 0.0384 | 47.7699 | 6.9116 |
151
+ | No log | 2.1277 | 200 | 47.6830 | 0.0889 | 47.6829 | 6.9053 |
152
+ | No log | 2.1489 | 202 | 48.4402 | 0.1369 | 48.4402 | 6.9599 |
153
+ | No log | 2.1702 | 204 | 48.4950 | 0.1397 | 48.4950 | 6.9638 |
154
+ | No log | 2.1915 | 206 | 50.2358 | 0.1837 | 50.2358 | 7.0877 |
155
+ | No log | 2.2128 | 208 | 48.3707 | 0.1703 | 48.3707 | 6.9549 |
156
+ | No log | 2.2340 | 210 | 46.7935 | 0.0846 | 46.7935 | 6.8406 |
157
+ | No log | 2.2553 | 212 | 45.2999 | 0.0714 | 45.2999 | 6.7305 |
158
+ | No log | 2.2766 | 214 | 45.0995 | 0.0747 | 45.0995 | 6.7156 |
159
+ | No log | 2.2979 | 216 | 45.4255 | 0.0800 | 45.4255 | 6.7398 |
160
+ | No log | 2.3191 | 218 | 44.0512 | 0.1097 | 44.0511 | 6.6371 |
161
+ | No log | 2.3404 | 220 | 45.2059 | 0.0217 | 45.2059 | 6.7235 |
162
+ | No log | 2.3617 | 222 | 43.8629 | 0.0936 | 43.8629 | 6.6229 |
163
+ | No log | 2.3830 | 224 | 45.0260 | 0.1818 | 45.0260 | 6.7101 |
164
+ | No log | 2.4043 | 226 | 46.2234 | 0.1890 | 46.2234 | 6.7988 |
165
+ | No log | 2.4255 | 228 | 42.8509 | 0.1497 | 42.8509 | 6.5461 |
166
+ | No log | 2.4468 | 230 | 44.6606 | 0.0415 | 44.6606 | 6.6829 |
167
+ | No log | 2.4681 | 232 | 44.9648 | 0.0240 | 44.9648 | 6.7056 |
168
+ | No log | 2.4894 | 234 | 42.4572 | 0.0392 | 42.4572 | 6.5159 |
169
+ | No log | 2.5106 | 236 | 42.0551 | 0.0731 | 42.0551 | 6.4850 |
170
+ | No log | 2.5319 | 238 | 44.8979 | 0.1492 | 44.8979 | 6.7006 |
171
+ | No log | 2.5532 | 240 | 42.9177 | 0.1711 | 42.9177 | 6.5512 |
172
+ | No log | 2.5745 | 242 | 40.6765 | 0.1309 | 40.6765 | 6.3778 |
173
+ | No log | 2.5957 | 244 | 41.1339 | 0.1092 | 41.1339 | 6.4136 |
174
+ | No log | 2.6170 | 246 | 41.1397 | 0.1337 | 41.1397 | 6.4140 |
175
+ | No log | 2.6383 | 248 | 40.7373 | 0.1760 | 40.7373 | 6.3826 |
176
+ | No log | 2.6596 | 250 | 40.4487 | 0.1791 | 40.4487 | 6.3599 |
177
+ | No log | 2.6809 | 252 | 39.6986 | 0.1656 | 39.6986 | 6.3007 |
178
+ | No log | 2.7021 | 254 | 39.1906 | 0.1585 | 39.1906 | 6.2602 |
179
+ | No log | 2.7234 | 256 | 38.9031 | 0.1605 | 38.9031 | 6.2372 |
180
+ | No log | 2.7447 | 258 | 38.5480 | 0.1560 | 38.5480 | 6.2087 |
181
+ | No log | 2.7660 | 260 | 38.7740 | 0.1912 | 38.7740 | 6.2269 |
182
+ | No log | 2.7872 | 262 | 39.4011 | 0.2166 | 39.4011 | 6.2770 |
183
+ | No log | 2.8085 | 264 | 38.9600 | 0.2089 | 38.9600 | 6.2418 |
184
+ | No log | 2.8298 | 266 | 38.6228 | 0.2072 | 38.6228 | 6.2147 |
185
+ | No log | 2.8511 | 268 | 38.4119 | 0.2042 | 38.4119 | 6.1977 |
186
+ | No log | 2.8723 | 270 | 37.2276 | 0.1575 | 37.2276 | 6.1014 |
187
+ | No log | 2.8936 | 272 | 37.0082 | 0.1568 | 37.0082 | 6.0834 |
188
+ | No log | 2.9149 | 274 | 37.1867 | 0.1920 | 37.1867 | 6.0981 |
189
+ | No log | 2.9362 | 276 | 41.0515 | 0.2459 | 41.0515 | 6.4071 |
190
+ | No log | 2.9574 | 278 | 39.3787 | 0.2901 | 39.3787 | 6.2752 |
191
+ | No log | 2.9787 | 280 | 36.1998 | 0.2594 | 36.1998 | 6.0166 |
192
+ | No log | 3.0 | 282 | 35.9651 | 0.1496 | 35.9651 | 5.9971 |
193
+ | No log | 3.0213 | 284 | 35.5973 | 0.1431 | 35.5973 | 5.9663 |
194
+ | No log | 3.0426 | 286 | 34.9945 | 0.1473 | 34.9945 | 5.9156 |
195
+ | No log | 3.0638 | 288 | 34.9183 | 0.1622 | 34.9183 | 5.9092 |
196
+ | No log | 3.0851 | 290 | 35.0473 | 0.2063 | 35.0473 | 5.9201 |
197
+ | No log | 3.1064 | 292 | 34.6565 | 0.2306 | 34.6565 | 5.8870 |
198
+ | No log | 3.1277 | 294 | 35.0177 | 0.2715 | 35.0177 | 5.9176 |
199
+ | No log | 3.1489 | 296 | 35.1918 | 0.2799 | 35.1918 | 5.9323 |
200
+ | No log | 3.1702 | 298 | 35.0845 | 0.2726 | 35.0845 | 5.9232 |
201
+ | No log | 3.1915 | 300 | 34.7743 | 0.2253 | 34.7743 | 5.8970 |
202
+ | No log | 3.2128 | 302 | 34.5373 | 0.2522 | 34.5373 | 5.8768 |
203
+ | No log | 3.2340 | 304 | 35.6763 | 0.3002 | 35.6763 | 5.9730 |
204
+ | No log | 3.2553 | 306 | 34.0929 | 0.2663 | 34.0929 | 5.8389 |
205
+ | No log | 3.2766 | 308 | 32.8618 | 0.1936 | 32.8618 | 5.7325 |
206
+ | No log | 3.2979 | 310 | 32.6739 | 0.1441 | 32.6739 | 5.7161 |
207
+ | No log | 3.3191 | 312 | 32.4115 | 0.1431 | 32.4115 | 5.6931 |
208
+ | No log | 3.3404 | 314 | 32.2998 | 0.1360 | 32.2998 | 5.6833 |
209
+ | No log | 3.3617 | 316 | 32.1730 | 0.1437 | 32.1730 | 5.6721 |
210
+ | No log | 3.3830 | 318 | 32.0368 | 0.1782 | 32.0368 | 5.6601 |
211
+ | No log | 3.4043 | 320 | 33.0547 | 0.2445 | 33.0547 | 5.7493 |
212
+ | No log | 3.4255 | 322 | 33.3684 | 0.2707 | 33.3684 | 5.7765 |
213
+ | No log | 3.4468 | 324 | 32.3286 | 0.2642 | 32.3286 | 5.6858 |
214
+ | No log | 3.4681 | 326 | 31.7479 | 0.2235 | 31.7479 | 5.6345 |
215
+ | No log | 3.4894 | 328 | 31.8325 | 0.1980 | 31.8325 | 5.6420 |
216
+ | No log | 3.5106 | 330 | 31.0975 | 0.2384 | 31.0975 | 5.5765 |
217
+ | No log | 3.5319 | 332 | 32.4857 | 0.2935 | 32.4857 | 5.6996 |
218
+ | No log | 3.5532 | 334 | 35.7575 | 0.3287 | 35.7575 | 5.9798 |
219
+ | No log | 3.5745 | 336 | 34.1945 | 0.3157 | 34.1945 | 5.8476 |
220
+ | No log | 3.5957 | 338 | 31.6997 | 0.2892 | 31.6997 | 5.6303 |
221
+ | No log | 3.6170 | 340 | 31.1772 | 0.2832 | 31.1772 | 5.5837 |
222
+ | No log | 3.6383 | 342 | 32.7824 | 0.3186 | 32.7824 | 5.7256 |
223
+ | No log | 3.6596 | 344 | 31.4779 | 0.2952 | 31.4779 | 5.6105 |
224
+ | No log | 3.6809 | 346 | 30.1778 | 0.2573 | 30.1778 | 5.4934 |
225
+ | No log | 3.7021 | 348 | 29.6293 | 0.2345 | 29.6293 | 5.4433 |
226
+ | No log | 3.7234 | 350 | 29.2617 | 0.2093 | 29.2617 | 5.4094 |
227
+ | No log | 3.7447 | 352 | 28.8516 | 0.2631 | 28.8516 | 5.3714 |
228
+ | No log | 3.7660 | 354 | 28.5804 | 0.3229 | 28.5804 | 5.3461 |
229
+ | No log | 3.7872 | 356 | 29.9250 | 0.3759 | 29.9250 | 5.4704 |
230
+ | No log | 3.8085 | 358 | 33.3537 | 0.3917 | 33.3537 | 5.7753 |
231
+ | No log | 3.8298 | 360 | 31.2946 | 0.4045 | 31.2946 | 5.5942 |
232
+ | No log | 3.8511 | 362 | 28.5392 | 0.3395 | 28.5392 | 5.3422 |
233
+ | No log | 3.8723 | 364 | 28.3611 | 0.2679 | 28.3611 | 5.3255 |
234
+ | No log | 3.8936 | 366 | 28.3651 | 0.2614 | 28.3651 | 5.3259 |
235
+ | No log | 3.9149 | 368 | 27.8395 | 0.2775 | 27.8395 | 5.2763 |
236
+ | No log | 3.9362 | 370 | 27.5942 | 0.2948 | 27.5942 | 5.2530 |
237
+ | No log | 3.9574 | 372 | 28.2609 | 0.3372 | 28.2609 | 5.3161 |
238
+ | No log | 3.9787 | 374 | 29.7348 | 0.3780 | 29.7348 | 5.4530 |
239
+ | No log | 4.0 | 376 | 30.2716 | 0.3906 | 30.2716 | 5.5020 |
240
+ | No log | 4.0213 | 378 | 28.7940 | 0.3742 | 28.7940 | 5.3660 |
241
+ | No log | 4.0426 | 380 | 27.0300 | 0.3016 | 27.0300 | 5.1990 |
242
+ | No log | 4.0638 | 382 | 27.0623 | 0.2433 | 27.0623 | 5.2021 |
243
+ | No log | 4.0851 | 384 | 27.0121 | 0.2321 | 27.0121 | 5.1973 |
244
+ | No log | 4.1064 | 386 | 26.5470 | 0.2842 | 26.5470 | 5.1524 |
245
+ | No log | 4.1277 | 388 | 26.7485 | 0.3428 | 26.7485 | 5.1719 |
246
+ | No log | 4.1489 | 390 | 29.1792 | 0.3935 | 29.1792 | 5.4018 |
247
+ | No log | 4.1702 | 392 | 27.8766 | 0.3846 | 27.8766 | 5.2798 |
248
+ | No log | 4.1915 | 394 | 26.3824 | 0.3480 | 26.3824 | 5.1364 |
249
+ | No log | 4.2128 | 396 | 25.9533 | 0.3262 | 25.9533 | 5.0944 |
250
+ | No log | 4.2340 | 398 | 25.7191 | 0.3255 | 25.7190 | 5.0714 |
251
+ | No log | 4.2553 | 400 | 25.7355 | 0.3447 | 25.7355 | 5.0730 |
252
+ | No log | 4.2766 | 402 | 25.9772 | 0.3745 | 25.9772 | 5.0968 |
253
+ | No log | 4.2979 | 404 | 26.0583 | 0.3857 | 26.0583 | 5.1047 |
254
+ | No log | 4.3191 | 406 | 26.7253 | 0.4060 | 26.7253 | 5.1697 |
255
+ | No log | 4.3404 | 408 | 25.1125 | 0.3661 | 25.1125 | 5.0112 |
256
+ | No log | 4.3617 | 410 | 24.7014 | 0.2795 | 24.7014 | 4.9700 |
257
+ | No log | 4.3830 | 412 | 24.9394 | 0.2323 | 24.9394 | 4.9939 |
258
+ | No log | 4.4043 | 414 | 24.9771 | 0.2081 | 24.9771 | 4.9977 |
259
+ | No log | 4.4255 | 416 | 24.2774 | 0.2599 | 24.2774 | 4.9272 |
260
+ | No log | 4.4468 | 418 | 24.1309 | 0.3259 | 24.1309 | 4.9123 |
261
+ | No log | 4.4681 | 420 | 24.6531 | 0.3765 | 24.6531 | 4.9652 |
262
+ | No log | 4.4894 | 422 | 27.0557 | 0.4229 | 27.0557 | 5.2015 |
263
+ | No log | 4.5106 | 424 | 25.2419 | 0.4005 | 25.2419 | 5.0241 |
264
+ | No log | 4.5319 | 426 | 23.6064 | 0.4226 | 23.6064 | 4.8586 |
265
+ | No log | 4.5532 | 428 | 23.6248 | 0.3650 | 23.6248 | 4.8605 |
266
+ | No log | 4.5745 | 430 | 23.8781 | 0.3149 | 23.8781 | 4.8865 |
267
+ | No log | 4.5957 | 432 | 23.7196 | 0.3302 | 23.7196 | 4.8703 |
268
+ | No log | 4.6170 | 434 | 23.2508 | 0.3886 | 23.2508 | 4.8219 |
269
+ | No log | 4.6383 | 436 | 23.2863 | 0.4395 | 23.2863 | 4.8256 |
270
+ | No log | 4.6596 | 438 | 24.6750 | 0.4663 | 24.6750 | 4.9674 |
271
+ | No log | 4.6809 | 440 | 25.0474 | 0.4774 | 25.0474 | 5.0047 |
272
+ | No log | 4.7021 | 442 | 23.2791 | 0.4529 | 23.2791 | 4.8248 |
273
+ | No log | 4.7234 | 444 | 23.0018 | 0.4305 | 23.0018 | 4.7960 |
274
+ | No log | 4.7447 | 446 | 22.9324 | 0.3999 | 22.9324 | 4.7888 |
275
+ | No log | 4.7660 | 448 | 22.8946 | 0.3773 | 22.8946 | 4.7848 |
276
+ | No log | 4.7872 | 450 | 22.8036 | 0.3730 | 22.8036 | 4.7753 |
277
+ | No log | 4.8085 | 452 | 22.6806 | 0.3872 | 22.6806 | 4.7624 |
278
+ | No log | 4.8298 | 454 | 22.5616 | 0.4348 | 22.5616 | 4.7499 |
279
+ | No log | 4.8511 | 456 | 22.6718 | 0.4604 | 22.6718 | 4.7615 |
280
+ | No log | 4.8723 | 458 | 23.1100 | 0.4604 | 23.1100 | 4.8073 |
281
+ | No log | 4.8936 | 460 | 22.2069 | 0.4328 | 22.2069 | 4.7124 |
282
+ | No log | 4.9149 | 462 | 21.6034 | 0.3953 | 21.6034 | 4.6479 |
283
+ | No log | 4.9362 | 464 | 21.4998 | 0.3631 | 21.4998 | 4.6368 |
284
+ | No log | 4.9574 | 466 | 21.5524 | 0.4062 | 21.5524 | 4.6425 |
285
+ | No log | 4.9787 | 468 | 23.4588 | 0.4548 | 23.4588 | 4.8434 |
286
+ | No log | 5.0 | 470 | 23.5428 | 0.4708 | 23.5428 | 4.8521 |
287
+ | No log | 5.0213 | 472 | 21.2959 | 0.4551 | 21.2959 | 4.6147 |
288
+ | No log | 5.0426 | 474 | 21.0216 | 0.4362 | 21.0216 | 4.5849 |
289
+ | No log | 5.0638 | 476 | 21.0968 | 0.4457 | 21.0968 | 4.5931 |
290
+ | No log | 5.0851 | 478 | 22.2503 | 0.4887 | 22.2503 | 4.7170 |
291
+ | No log | 5.1064 | 480 | 24.6489 | 0.4990 | 24.6489 | 4.9648 |
292
+ | No log | 5.1277 | 482 | 23.5017 | 0.4950 | 23.5017 | 4.8479 |
293
+ | No log | 5.1489 | 484 | 21.1860 | 0.4710 | 21.1860 | 4.6028 |
294
+ | No log | 5.1702 | 486 | 20.8041 | 0.3750 | 20.8041 | 4.5612 |
295
+ | No log | 5.1915 | 488 | 21.6194 | 0.2791 | 21.6194 | 4.6497 |
296
+ | No log | 5.2128 | 490 | 21.8099 | 0.2575 | 21.8099 | 4.6701 |
297
+ | No log | 5.2340 | 492 | 21.0911 | 0.3012 | 21.0911 | 4.5925 |
298
+ | No log | 5.2553 | 494 | 20.3676 | 0.4014 | 20.3676 | 4.5130 |
299
+ | No log | 5.2766 | 496 | 22.4543 | 0.4994 | 22.4543 | 4.7386 |
300
+ | No log | 5.2979 | 498 | 24.8409 | 0.5045 | 24.8409 | 4.9841 |
301
+ | 56.6361 | 5.3191 | 500 | 22.4647 | 0.4979 | 22.4647 | 4.7397 |
302
+ | 56.6361 | 5.3404 | 502 | 20.6446 | 0.4575 | 20.6446 | 4.5436 |
303
+ | 56.6361 | 5.3617 | 504 | 20.4198 | 0.4117 | 20.4198 | 4.5188 |
304
+ | 56.6361 | 5.3830 | 506 | 20.4887 | 0.3651 | 20.4887 | 4.5264 |
305
+ | 56.6361 | 5.4043 | 508 | 20.2914 | 0.3626 | 20.2914 | 4.5046 |
306
+ | 56.6361 | 5.4255 | 510 | 19.8082 | 0.3999 | 19.8082 | 4.4506 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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308
 
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  ### Framework versions