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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask5_mechanics

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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_TestTask5_development
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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_TestTask5_development
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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: 0.7245
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- - Qwk: 0.3105
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- - Mse: 0.7245
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- - Rmse: 0.8512
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  ## Model description
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@@ -49,261 +49,298 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0198 | 2 | 3.7605 | -0.0067 | 3.7605 | 1.9392 |
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- | No log | 0.0396 | 4 | 2.8011 | 0.0565 | 2.8011 | 1.6736 |
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- | No log | 0.0594 | 6 | 1.3344 | 0.0631 | 1.3344 | 1.1551 |
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- | No log | 0.0792 | 8 | 0.8512 | 0.0282 | 0.8512 | 0.9226 |
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- | No log | 0.0990 | 10 | 0.7192 | 0.1352 | 0.7192 | 0.8481 |
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- | No log | 0.1188 | 12 | 0.8331 | 0.0430 | 0.8331 | 0.9127 |
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- | No log | 0.1386 | 14 | 0.8840 | 0.0271 | 0.8840 | 0.9402 |
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- | No log | 0.1584 | 16 | 0.8207 | 0.0977 | 0.8207 | 0.9059 |
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- | No log | 0.1782 | 18 | 0.6957 | 0.1803 | 0.6957 | 0.8341 |
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- | No log | 0.1980 | 20 | 0.6125 | 0.2963 | 0.6125 | 0.7826 |
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- | No log | 0.2178 | 22 | 0.5972 | 0.3619 | 0.5972 | 0.7728 |
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- | No log | 0.2376 | 24 | 0.5931 | 0.3692 | 0.5931 | 0.7701 |
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- | No log | 0.2574 | 26 | 0.5902 | 0.3582 | 0.5902 | 0.7683 |
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- | No log | 0.2772 | 28 | 0.6011 | 0.3003 | 0.6011 | 0.7753 |
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- | No log | 0.2970 | 30 | 0.6363 | 0.2651 | 0.6363 | 0.7977 |
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- | No log | 0.3168 | 32 | 0.6449 | 0.2444 | 0.6449 | 0.8031 |
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- | No log | 0.3366 | 34 | 0.5643 | 0.3763 | 0.5643 | 0.7512 |
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- | No log | 0.3564 | 36 | 0.5844 | 0.4751 | 0.5844 | 0.7645 |
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- | No log | 0.3762 | 38 | 0.5590 | 0.4862 | 0.5590 | 0.7477 |
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- | No log | 0.3960 | 40 | 0.5536 | 0.5061 | 0.5536 | 0.7440 |
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- | No log | 0.4158 | 42 | 0.5922 | 0.4717 | 0.5922 | 0.7695 |
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- | No log | 0.4356 | 44 | 0.6937 | 0.4583 | 0.6937 | 0.8329 |
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- | No log | 0.4554 | 46 | 0.7036 | 0.4668 | 0.7036 | 0.8388 |
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- | No log | 0.4752 | 48 | 0.7354 | 0.3480 | 0.7354 | 0.8576 |
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- | No log | 0.4950 | 50 | 0.6405 | 0.3608 | 0.6405 | 0.8003 |
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- | No log | 0.5149 | 52 | 0.5102 | 0.4292 | 0.5102 | 0.7143 |
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- | No log | 0.5347 | 54 | 0.4952 | 0.4374 | 0.4952 | 0.7037 |
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- | No log | 0.5545 | 56 | 0.5736 | 0.3493 | 0.5736 | 0.7574 |
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- | No log | 0.5743 | 58 | 0.6521 | 0.2356 | 0.6521 | 0.8075 |
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- | No log | 0.5941 | 60 | 0.6310 | 0.2754 | 0.6310 | 0.7944 |
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- | No log | 0.6139 | 62 | 0.5271 | 0.3577 | 0.5271 | 0.7260 |
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- | No log | 0.6337 | 64 | 0.4680 | 0.4847 | 0.4680 | 0.6841 |
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- | No log | 0.6535 | 66 | 0.4714 | 0.4828 | 0.4714 | 0.6866 |
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- | No log | 0.6733 | 68 | 0.5387 | 0.4875 | 0.5387 | 0.7340 |
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- | No log | 0.6931 | 70 | 0.5428 | 0.4918 | 0.5428 | 0.7368 |
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- | No log | 0.7129 | 72 | 0.4751 | 0.5349 | 0.4751 | 0.6892 |
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- | No log | 0.7327 | 74 | 0.4681 | 0.5247 | 0.4681 | 0.6842 |
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- | No log | 0.7525 | 76 | 0.4498 | 0.5342 | 0.4498 | 0.6706 |
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- | No log | 0.7723 | 78 | 0.4825 | 0.4332 | 0.4825 | 0.6946 |
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- | No log | 0.7921 | 80 | 0.4921 | 0.4432 | 0.4921 | 0.7015 |
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- | No log | 0.8119 | 82 | 0.5618 | 0.4054 | 0.5618 | 0.7495 |
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- | No log | 0.8317 | 84 | 0.6938 | 0.2423 | 0.6938 | 0.8329 |
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- | No log | 0.8515 | 86 | 0.6828 | 0.2279 | 0.6828 | 0.8263 |
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- | No log | 0.8713 | 88 | 0.6146 | 0.2400 | 0.6146 | 0.7840 |
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- | No log | 0.8911 | 90 | 0.5385 | 0.3728 | 0.5385 | 0.7338 |
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- | No log | 0.9109 | 92 | 0.5151 | 0.4848 | 0.5151 | 0.7177 |
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- | No log | 0.9307 | 94 | 0.4932 | 0.5136 | 0.4932 | 0.7023 |
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- | No log | 0.9505 | 96 | 0.4805 | 0.4512 | 0.4805 | 0.6932 |
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- | No log | 0.9703 | 98 | 0.5936 | 0.2649 | 0.5936 | 0.7704 |
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- | No log | 0.9901 | 100 | 0.6885 | 0.3259 | 0.6885 | 0.8298 |
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- | No log | 1.0099 | 102 | 0.7979 | 0.2878 | 0.7979 | 0.8932 |
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- | No log | 1.0297 | 104 | 0.7656 | 0.2974 | 0.7656 | 0.8750 |
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- | No log | 1.0495 | 106 | 0.6099 | 0.3885 | 0.6099 | 0.7809 |
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- | No log | 1.0693 | 108 | 0.4973 | 0.4407 | 0.4973 | 0.7052 |
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- | No log | 1.0891 | 110 | 0.4892 | 0.4195 | 0.4892 | 0.6994 |
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- | No log | 1.1089 | 112 | 0.5174 | 0.4398 | 0.5174 | 0.7193 |
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- | No log | 1.1287 | 114 | 0.6280 | 0.3519 | 0.6280 | 0.7925 |
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- | No log | 1.1485 | 116 | 0.7064 | 0.3029 | 0.7064 | 0.8405 |
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- | No log | 1.1683 | 118 | 0.7294 | 0.2953 | 0.7294 | 0.8541 |
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- | No log | 1.1881 | 120 | 0.6667 | 0.3768 | 0.6667 | 0.8165 |
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- | No log | 1.2079 | 122 | 0.5777 | 0.4478 | 0.5777 | 0.7601 |
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- | No log | 1.2277 | 124 | 0.4983 | 0.5306 | 0.4983 | 0.7059 |
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- | No log | 1.2475 | 126 | 0.4913 | 0.5433 | 0.4913 | 0.7009 |
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- | No log | 1.2673 | 128 | 0.5557 | 0.5109 | 0.5557 | 0.7454 |
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- | No log | 1.2871 | 130 | 0.6744 | 0.4407 | 0.6744 | 0.8212 |
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- | No log | 1.3069 | 132 | 0.6969 | 0.4177 | 0.6969 | 0.8348 |
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- | No log | 1.3267 | 134 | 0.6493 | 0.4307 | 0.6493 | 0.8058 |
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- | No log | 1.3465 | 136 | 0.6172 | 0.4142 | 0.6172 | 0.7856 |
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- | No log | 1.3663 | 138 | 0.5356 | 0.5170 | 0.5356 | 0.7318 |
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- | No log | 1.3861 | 140 | 0.5252 | 0.5816 | 0.5252 | 0.7247 |
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- | No log | 1.4059 | 142 | 0.5504 | 0.5412 | 0.5504 | 0.7419 |
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- | No log | 1.4257 | 144 | 0.5542 | 0.5179 | 0.5542 | 0.7444 |
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- | No log | 1.4455 | 146 | 0.5213 | 0.5134 | 0.5213 | 0.7220 |
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- | No log | 1.4653 | 148 | 0.5340 | 0.4352 | 0.5340 | 0.7307 |
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- | No log | 1.4851 | 150 | 0.5923 | 0.4012 | 0.5923 | 0.7696 |
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- | No log | 1.5050 | 152 | 0.5732 | 0.4007 | 0.5732 | 0.7571 |
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- | No log | 1.5248 | 154 | 0.5631 | 0.3466 | 0.5631 | 0.7504 |
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- | No log | 1.5446 | 156 | 0.5107 | 0.3964 | 0.5107 | 0.7146 |
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- | No log | 1.5644 | 158 | 0.4817 | 0.4400 | 0.4817 | 0.6940 |
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- | No log | 1.5842 | 160 | 0.4540 | 0.4816 | 0.4540 | 0.6738 |
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- | No log | 1.6040 | 162 | 0.4530 | 0.4812 | 0.4530 | 0.6730 |
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- | No log | 1.6238 | 164 | 0.4567 | 0.4801 | 0.4567 | 0.6758 |
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- | No log | 1.6436 | 166 | 0.4917 | 0.4556 | 0.4917 | 0.7012 |
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- | No log | 1.6634 | 168 | 0.5512 | 0.3964 | 0.5512 | 0.7424 |
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- | No log | 1.6832 | 170 | 0.5656 | 0.3859 | 0.5656 | 0.7521 |
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- | No log | 1.7030 | 172 | 0.5109 | 0.4484 | 0.5109 | 0.7148 |
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- | No log | 1.7228 | 174 | 0.4603 | 0.4713 | 0.4603 | 0.6784 |
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- | No log | 1.7426 | 176 | 0.4735 | 0.5088 | 0.4735 | 0.6881 |
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- | No log | 1.7624 | 178 | 0.4627 | 0.4798 | 0.4627 | 0.6802 |
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- | No log | 1.7822 | 180 | 0.5659 | 0.3922 | 0.5659 | 0.7523 |
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- | No log | 1.8020 | 182 | 0.6706 | 0.3399 | 0.6706 | 0.8189 |
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- | No log | 1.8218 | 184 | 0.6763 | 0.3237 | 0.6763 | 0.8224 |
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- | No log | 1.8416 | 186 | 0.6173 | 0.3578 | 0.6173 | 0.7857 |
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- | No log | 1.8614 | 188 | 0.5182 | 0.4200 | 0.5182 | 0.7199 |
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- | No log | 1.8812 | 190 | 0.4758 | 0.4675 | 0.4758 | 0.6898 |
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- | No log | 1.9010 | 192 | 0.4792 | 0.4841 | 0.4792 | 0.6923 |
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- | No log | 1.9208 | 194 | 0.5308 | 0.4743 | 0.5308 | 0.7285 |
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- | No log | 1.9406 | 196 | 0.5322 | 0.4548 | 0.5322 | 0.7295 |
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- | No log | 1.9604 | 198 | 0.5646 | 0.4816 | 0.5646 | 0.7514 |
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- | No log | 1.9802 | 200 | 0.6169 | 0.5112 | 0.6169 | 0.7854 |
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- | No log | 2.0 | 202 | 0.7013 | 0.4769 | 0.7013 | 0.8375 |
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- | No log | 2.0198 | 204 | 0.6028 | 0.4985 | 0.6028 | 0.7764 |
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- | No log | 2.0396 | 206 | 0.5873 | 0.5141 | 0.5873 | 0.7663 |
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- | No log | 2.0594 | 208 | 0.6611 | 0.4767 | 0.6611 | 0.8131 |
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- | No log | 2.0792 | 210 | 0.6622 | 0.4488 | 0.6622 | 0.8138 |
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- | No log | 2.0990 | 212 | 0.7040 | 0.3471 | 0.7040 | 0.8391 |
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- | No log | 2.1188 | 214 | 0.5945 | 0.3831 | 0.5945 | 0.7710 |
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- | No log | 2.1386 | 216 | 0.4957 | 0.4770 | 0.4957 | 0.7040 |
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- | No log | 2.1584 | 218 | 0.4748 | 0.5418 | 0.4748 | 0.6891 |
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- | No log | 2.1782 | 220 | 0.5029 | 0.4216 | 0.5029 | 0.7091 |
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- | No log | 2.1980 | 222 | 0.6301 | 0.3157 | 0.6301 | 0.7938 |
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- | No log | 2.2178 | 224 | 0.7521 | 0.2272 | 0.7521 | 0.8672 |
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- | No log | 2.2376 | 226 | 0.8176 | 0.3472 | 0.8176 | 0.9042 |
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- | No log | 2.2574 | 228 | 0.8492 | 0.3592 | 0.8492 | 0.9215 |
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- | No log | 2.2772 | 230 | 0.6807 | 0.3907 | 0.6807 | 0.8250 |
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- | No log | 2.2970 | 232 | 0.5219 | 0.4600 | 0.5219 | 0.7224 |
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- | No log | 2.3168 | 234 | 0.4768 | 0.4322 | 0.4768 | 0.6905 |
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- | No log | 2.3366 | 236 | 0.4723 | 0.4507 | 0.4723 | 0.6872 |
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- | No log | 2.3564 | 238 | 0.4830 | 0.4339 | 0.4830 | 0.6949 |
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- | No log | 2.3762 | 240 | 0.5101 | 0.3621 | 0.5101 | 0.7142 |
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- | No log | 2.3960 | 242 | 0.5289 | 0.3745 | 0.5289 | 0.7272 |
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- | No log | 2.4158 | 244 | 0.5172 | 0.3961 | 0.5172 | 0.7192 |
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- | No log | 2.4356 | 246 | 0.4877 | 0.4104 | 0.4877 | 0.6983 |
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- | No log | 2.4554 | 248 | 0.4449 | 0.4816 | 0.4449 | 0.6670 |
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- | No log | 2.4752 | 250 | 0.4183 | 0.5061 | 0.4183 | 0.6468 |
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- | No log | 2.4950 | 252 | 0.4268 | 0.5298 | 0.4268 | 0.6533 |
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- | No log | 2.5149 | 254 | 0.4426 | 0.5212 | 0.4426 | 0.6653 |
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- | No log | 2.5347 | 256 | 0.4536 | 0.5449 | 0.4536 | 0.6735 |
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- | No log | 2.5545 | 258 | 0.4669 | 0.5574 | 0.4669 | 0.6833 |
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- | No log | 2.5743 | 260 | 0.4610 | 0.5175 | 0.4610 | 0.6790 |
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- | No log | 2.5941 | 262 | 0.4562 | 0.5003 | 0.4562 | 0.6754 |
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- | No log | 2.6139 | 264 | 0.4061 | 0.5484 | 0.4061 | 0.6373 |
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- | No log | 2.6337 | 266 | 0.4019 | 0.6164 | 0.4019 | 0.6339 |
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- | No log | 2.6535 | 268 | 0.4296 | 0.6228 | 0.4296 | 0.6554 |
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- | No log | 2.6733 | 270 | 0.5077 | 0.5435 | 0.5077 | 0.7125 |
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- | No log | 2.6931 | 272 | 0.5201 | 0.4996 | 0.5201 | 0.7212 |
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- | No log | 2.7129 | 274 | 0.5027 | 0.5008 | 0.5027 | 0.7090 |
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- | No log | 2.7327 | 276 | 0.4196 | 0.5960 | 0.4196 | 0.6478 |
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- | No log | 2.7525 | 278 | 0.4501 | 0.6120 | 0.4501 | 0.6709 |
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- | No log | 2.7723 | 280 | 0.5441 | 0.5349 | 0.5441 | 0.7376 |
192
- | No log | 2.7921 | 282 | 0.6648 | 0.4825 | 0.6648 | 0.8153 |
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- | No log | 2.8119 | 284 | 0.8039 | 0.4531 | 0.8039 | 0.8966 |
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- | No log | 2.8317 | 286 | 0.7183 | 0.4687 | 0.7183 | 0.8475 |
195
- | No log | 2.8515 | 288 | 0.5073 | 0.5572 | 0.5073 | 0.7123 |
196
- | No log | 2.8713 | 290 | 0.4173 | 0.5626 | 0.4173 | 0.6460 |
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- | No log | 2.8911 | 292 | 0.4065 | 0.5732 | 0.4065 | 0.6375 |
198
- | No log | 2.9109 | 294 | 0.4110 | 0.5638 | 0.4110 | 0.6411 |
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- | No log | 2.9307 | 296 | 0.4248 | 0.5598 | 0.4248 | 0.6517 |
200
- | No log | 2.9505 | 298 | 0.4838 | 0.5252 | 0.4838 | 0.6955 |
201
- | No log | 2.9703 | 300 | 0.5482 | 0.4933 | 0.5482 | 0.7404 |
202
- | No log | 2.9901 | 302 | 0.6601 | 0.4403 | 0.6601 | 0.8125 |
203
- | No log | 3.0099 | 304 | 0.6911 | 0.3841 | 0.6911 | 0.8313 |
204
- | No log | 3.0297 | 306 | 0.6035 | 0.4307 | 0.6035 | 0.7769 |
205
- | No log | 3.0495 | 308 | 0.4462 | 0.5186 | 0.4462 | 0.6680 |
206
- | No log | 3.0693 | 310 | 0.4178 | 0.5510 | 0.4178 | 0.6464 |
207
- | No log | 3.0891 | 312 | 0.4303 | 0.5432 | 0.4303 | 0.6559 |
208
- | No log | 3.1089 | 314 | 0.4668 | 0.4756 | 0.4668 | 0.6832 |
209
- | No log | 3.1287 | 316 | 0.5005 | 0.4416 | 0.5005 | 0.7075 |
210
- | No log | 3.1485 | 318 | 0.5076 | 0.4534 | 0.5076 | 0.7125 |
211
- | No log | 3.1683 | 320 | 0.4601 | 0.4944 | 0.4601 | 0.6783 |
212
- | No log | 3.1881 | 322 | 0.4482 | 0.5682 | 0.4482 | 0.6695 |
213
- | No log | 3.2079 | 324 | 0.4573 | 0.5804 | 0.4573 | 0.6762 |
214
- | No log | 3.2277 | 326 | 0.4351 | 0.6070 | 0.4351 | 0.6596 |
215
- | No log | 3.2475 | 328 | 0.4466 | 0.5865 | 0.4466 | 0.6683 |
216
- | No log | 3.2673 | 330 | 0.5302 | 0.5107 | 0.5302 | 0.7281 |
217
- | No log | 3.2871 | 332 | 0.5540 | 0.4645 | 0.5540 | 0.7443 |
218
- | No log | 3.3069 | 334 | 0.4564 | 0.5671 | 0.4564 | 0.6755 |
219
- | No log | 3.3267 | 336 | 0.4192 | 0.6667 | 0.4192 | 0.6474 |
220
- | No log | 3.3465 | 338 | 0.4269 | 0.6371 | 0.4269 | 0.6534 |
221
- | No log | 3.3663 | 340 | 0.4199 | 0.6042 | 0.4199 | 0.6480 |
222
- | No log | 3.3861 | 342 | 0.4786 | 0.5487 | 0.4786 | 0.6918 |
223
- | No log | 3.4059 | 344 | 0.5462 | 0.4735 | 0.5462 | 0.7390 |
224
- | No log | 3.4257 | 346 | 0.5562 | 0.4735 | 0.5562 | 0.7458 |
225
- | No log | 3.4455 | 348 | 0.5499 | 0.5234 | 0.5499 | 0.7415 |
226
- | No log | 3.4653 | 350 | 0.5564 | 0.5799 | 0.5564 | 0.7459 |
227
- | No log | 3.4851 | 352 | 0.5679 | 0.5590 | 0.5679 | 0.7536 |
228
- | No log | 3.5050 | 354 | 0.5635 | 0.5784 | 0.5635 | 0.7506 |
229
- | No log | 3.5248 | 356 | 0.5990 | 0.5481 | 0.5990 | 0.7740 |
230
- | No log | 3.5446 | 358 | 0.5921 | 0.4980 | 0.5921 | 0.7695 |
231
- | No log | 3.5644 | 360 | 0.5060 | 0.5269 | 0.5060 | 0.7113 |
232
- | No log | 3.5842 | 362 | 0.3829 | 0.6343 | 0.3829 | 0.6188 |
233
- | No log | 3.6040 | 364 | 0.3898 | 0.6382 | 0.3898 | 0.6244 |
234
- | No log | 3.6238 | 366 | 0.3971 | 0.6427 | 0.3971 | 0.6302 |
235
- | No log | 3.6436 | 368 | 0.4461 | 0.5986 | 0.4461 | 0.6679 |
236
- | No log | 3.6634 | 370 | 0.5536 | 0.5424 | 0.5536 | 0.7440 |
237
- | No log | 3.6832 | 372 | 0.6867 | 0.4583 | 0.6867 | 0.8287 |
238
- | No log | 3.7030 | 374 | 0.6940 | 0.4704 | 0.6940 | 0.8330 |
239
- | No log | 3.7228 | 376 | 0.5833 | 0.5085 | 0.5833 | 0.7638 |
240
- | No log | 3.7426 | 378 | 0.4504 | 0.5599 | 0.4504 | 0.6711 |
241
- | No log | 3.7624 | 380 | 0.4758 | 0.5630 | 0.4758 | 0.6898 |
242
- | No log | 3.7822 | 382 | 0.5093 | 0.5044 | 0.5093 | 0.7137 |
243
- | No log | 3.8020 | 384 | 0.4695 | 0.5460 | 0.4695 | 0.6852 |
244
- | No log | 3.8218 | 386 | 0.4592 | 0.5394 | 0.4592 | 0.6776 |
245
- | No log | 3.8416 | 388 | 0.5287 | 0.4906 | 0.5287 | 0.7271 |
246
- | No log | 3.8614 | 390 | 0.6134 | 0.4747 | 0.6134 | 0.7832 |
247
- | No log | 3.8812 | 392 | 0.6210 | 0.4740 | 0.6210 | 0.7880 |
248
- | No log | 3.9010 | 394 | 0.5508 | 0.5268 | 0.5508 | 0.7422 |
249
- | No log | 3.9208 | 396 | 0.5396 | 0.5699 | 0.5396 | 0.7346 |
250
- | No log | 3.9406 | 398 | 0.5154 | 0.5873 | 0.5154 | 0.7179 |
251
- | No log | 3.9604 | 400 | 0.5190 | 0.4956 | 0.5190 | 0.7204 |
252
- | No log | 3.9802 | 402 | 0.5421 | 0.4662 | 0.5421 | 0.7363 |
253
- | No log | 4.0 | 404 | 0.6192 | 0.4446 | 0.6192 | 0.7869 |
254
- | No log | 4.0198 | 406 | 0.7074 | 0.4461 | 0.7074 | 0.8411 |
255
- | No log | 4.0396 | 408 | 0.6836 | 0.4685 | 0.6836 | 0.8268 |
256
- | No log | 4.0594 | 410 | 0.5723 | 0.5120 | 0.5723 | 0.7565 |
257
- | No log | 4.0792 | 412 | 0.5211 | 0.5631 | 0.5211 | 0.7218 |
258
- | No log | 4.0990 | 414 | 0.5211 | 0.5687 | 0.5211 | 0.7219 |
259
- | No log | 4.1188 | 416 | 0.5070 | 0.5896 | 0.5070 | 0.7120 |
260
- | No log | 4.1386 | 418 | 0.5620 | 0.5387 | 0.5620 | 0.7497 |
261
- | No log | 4.1584 | 420 | 0.6160 | 0.5055 | 0.6160 | 0.7849 |
262
- | No log | 4.1782 | 422 | 0.6753 | 0.4457 | 0.6753 | 0.8218 |
263
- | No log | 4.1980 | 424 | 0.6623 | 0.4135 | 0.6623 | 0.8138 |
264
- | No log | 4.2178 | 426 | 0.5551 | 0.4282 | 0.5551 | 0.7451 |
265
- | No log | 4.2376 | 428 | 0.4574 | 0.5010 | 0.4574 | 0.6763 |
266
- | No log | 4.2574 | 430 | 0.4214 | 0.5551 | 0.4214 | 0.6492 |
267
- | No log | 4.2772 | 432 | 0.4166 | 0.5586 | 0.4166 | 0.6455 |
268
- | No log | 4.2970 | 434 | 0.4196 | 0.5693 | 0.4196 | 0.6478 |
269
- | No log | 4.3168 | 436 | 0.4176 | 0.5878 | 0.4176 | 0.6462 |
270
- | No log | 4.3366 | 438 | 0.4485 | 0.5545 | 0.4485 | 0.6697 |
271
- | No log | 4.3564 | 440 | 0.4782 | 0.5412 | 0.4782 | 0.6915 |
272
- | No log | 4.3762 | 442 | 0.4859 | 0.5918 | 0.4859 | 0.6971 |
273
- | No log | 4.3960 | 444 | 0.5019 | 0.5844 | 0.5019 | 0.7085 |
274
- | No log | 4.4158 | 446 | 0.4722 | 0.5704 | 0.4722 | 0.6872 |
275
- | No log | 4.4356 | 448 | 0.4662 | 0.6040 | 0.4662 | 0.6828 |
276
- | No log | 4.4554 | 450 | 0.4943 | 0.6096 | 0.4943 | 0.7031 |
277
- | No log | 4.4752 | 452 | 0.5413 | 0.5920 | 0.5413 | 0.7358 |
278
- | No log | 4.4950 | 454 | 0.5918 | 0.5405 | 0.5918 | 0.7693 |
279
- | No log | 4.5149 | 456 | 0.7302 | 0.4517 | 0.7302 | 0.8545 |
280
- | No log | 4.5347 | 458 | 0.7065 | 0.4641 | 0.7065 | 0.8405 |
281
- | No log | 4.5545 | 460 | 0.5756 | 0.5685 | 0.5756 | 0.7587 |
282
- | No log | 4.5743 | 462 | 0.5117 | 0.6030 | 0.5117 | 0.7153 |
283
- | No log | 4.5941 | 464 | 0.4985 | 0.5957 | 0.4985 | 0.7061 |
284
- | No log | 4.6139 | 466 | 0.4794 | 0.5670 | 0.4794 | 0.6924 |
285
- | No log | 4.6337 | 468 | 0.4801 | 0.5520 | 0.4801 | 0.6929 |
286
- | No log | 4.6535 | 470 | 0.5271 | 0.5250 | 0.5271 | 0.7260 |
287
- | No log | 4.6733 | 472 | 0.6567 | 0.4768 | 0.6567 | 0.8104 |
288
- | No log | 4.6931 | 474 | 0.7279 | 0.4515 | 0.7279 | 0.8531 |
289
- | No log | 4.7129 | 476 | 0.6586 | 0.4437 | 0.6586 | 0.8115 |
290
- | No log | 4.7327 | 478 | 0.5305 | 0.4238 | 0.5305 | 0.7284 |
291
- | No log | 4.7525 | 480 | 0.5091 | 0.4758 | 0.5091 | 0.7135 |
292
- | No log | 4.7723 | 482 | 0.4930 | 0.4796 | 0.4930 | 0.7021 |
293
- | No log | 4.7921 | 484 | 0.4780 | 0.5139 | 0.4780 | 0.6914 |
294
- | No log | 4.8119 | 486 | 0.4989 | 0.5349 | 0.4989 | 0.7063 |
295
- | No log | 4.8317 | 488 | 0.5307 | 0.5183 | 0.5307 | 0.7285 |
296
- | No log | 4.8515 | 490 | 0.6843 | 0.4820 | 0.6843 | 0.8272 |
297
- | No log | 4.8713 | 492 | 0.7667 | 0.4833 | 0.7667 | 0.8756 |
298
- | No log | 4.8911 | 494 | 0.6973 | 0.5032 | 0.6973 | 0.8350 |
299
- | No log | 4.9109 | 496 | 0.5441 | 0.5859 | 0.5441 | 0.7376 |
300
- | No log | 4.9307 | 498 | 0.4172 | 0.6639 | 0.4172 | 0.6459 |
301
- | 0.4651 | 4.9505 | 500 | 0.4043 | 0.6353 | 0.4043 | 0.6358 |
302
- | 0.4651 | 4.9703 | 502 | 0.4233 | 0.5856 | 0.4233 | 0.6506 |
303
- | 0.4651 | 4.9901 | 504 | 0.4907 | 0.5683 | 0.4907 | 0.7005 |
304
- | 0.4651 | 5.0099 | 506 | 0.5767 | 0.4570 | 0.5767 | 0.7594 |
305
- | 0.4651 | 5.0297 | 508 | 0.7091 | 0.3346 | 0.7091 | 0.8421 |
306
- | 0.4651 | 5.0495 | 510 | 0.7245 | 0.3105 | 0.7245 | 0.8512 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask5_mechanics
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_TestTask5_mechanics
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: 0.6629
19
+ - Qwk: 0.5108
20
+ - Mse: 0.6629
21
+ - Rmse: 0.8142
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0198 | 2 | 3.8617 | -0.0092 | 3.8617 | 1.9651 |
53
+ | No log | 0.0396 | 4 | 2.6708 | 0.0310 | 2.6708 | 1.6342 |
54
+ | No log | 0.0594 | 6 | 1.3010 | 0.0197 | 1.3010 | 1.1406 |
55
+ | No log | 0.0792 | 8 | 0.8395 | 0.0637 | 0.8395 | 0.9162 |
56
+ | No log | 0.0990 | 10 | 0.7702 | 0.0530 | 0.7702 | 0.8776 |
57
+ | No log | 0.1188 | 12 | 0.8885 | 0.0550 | 0.8885 | 0.9426 |
58
+ | No log | 0.1386 | 14 | 0.9194 | 0.0758 | 0.9194 | 0.9588 |
59
+ | No log | 0.1584 | 16 | 0.6914 | 0.2202 | 0.6914 | 0.8315 |
60
+ | No log | 0.1782 | 18 | 0.7209 | 0.3713 | 0.7209 | 0.8491 |
61
+ | No log | 0.1980 | 20 | 0.5993 | 0.3471 | 0.5993 | 0.7741 |
62
+ | No log | 0.2178 | 22 | 0.6421 | 0.1849 | 0.6421 | 0.8013 |
63
+ | No log | 0.2376 | 24 | 0.6373 | 0.2013 | 0.6373 | 0.7983 |
64
+ | No log | 0.2574 | 26 | 0.6311 | 0.2013 | 0.6311 | 0.7944 |
65
+ | No log | 0.2772 | 28 | 0.6292 | 0.2013 | 0.6292 | 0.7932 |
66
+ | No log | 0.2970 | 30 | 0.5974 | 0.2420 | 0.5974 | 0.7729 |
67
+ | No log | 0.3168 | 32 | 0.5493 | 0.3263 | 0.5493 | 0.7411 |
68
+ | No log | 0.3366 | 34 | 0.5119 | 0.4198 | 0.5119 | 0.7155 |
69
+ | No log | 0.3564 | 36 | 0.5513 | 0.4613 | 0.5513 | 0.7425 |
70
+ | No log | 0.3762 | 38 | 0.6337 | 0.4087 | 0.6337 | 0.7961 |
71
+ | No log | 0.3960 | 40 | 0.7654 | 0.2274 | 0.7654 | 0.8748 |
72
+ | No log | 0.4158 | 42 | 0.8136 | 0.1957 | 0.8136 | 0.9020 |
73
+ | No log | 0.4356 | 44 | 0.7318 | 0.2772 | 0.7318 | 0.8554 |
74
+ | No log | 0.4554 | 46 | 0.5844 | 0.3982 | 0.5844 | 0.7645 |
75
+ | No log | 0.4752 | 48 | 0.5534 | 0.4157 | 0.5534 | 0.7439 |
76
+ | No log | 0.4950 | 50 | 0.5680 | 0.3954 | 0.5680 | 0.7536 |
77
+ | No log | 0.5149 | 52 | 0.5084 | 0.3945 | 0.5084 | 0.7130 |
78
+ | No log | 0.5347 | 54 | 0.5034 | 0.3945 | 0.5034 | 0.7095 |
79
+ | No log | 0.5545 | 56 | 0.5291 | 0.3760 | 0.5291 | 0.7274 |
80
+ | No log | 0.5743 | 58 | 0.6171 | 0.4075 | 0.6171 | 0.7856 |
81
+ | No log | 0.5941 | 60 | 0.6795 | 0.4419 | 0.6795 | 0.8243 |
82
+ | No log | 0.6139 | 62 | 0.6949 | 0.4893 | 0.6949 | 0.8336 |
83
+ | No log | 0.6337 | 64 | 0.6698 | 0.4837 | 0.6698 | 0.8184 |
84
+ | No log | 0.6535 | 66 | 0.7925 | 0.4519 | 0.7925 | 0.8902 |
85
+ | No log | 0.6733 | 68 | 0.8471 | 0.4167 | 0.8471 | 0.9204 |
86
+ | No log | 0.6931 | 70 | 0.7485 | 0.4517 | 0.7485 | 0.8652 |
87
+ | No log | 0.7129 | 72 | 0.6046 | 0.5315 | 0.6046 | 0.7776 |
88
+ | No log | 0.7327 | 74 | 0.6103 | 0.4870 | 0.6103 | 0.7812 |
89
+ | No log | 0.7525 | 76 | 0.5509 | 0.5020 | 0.5509 | 0.7422 |
90
+ | No log | 0.7723 | 78 | 0.5180 | 0.4157 | 0.5180 | 0.7197 |
91
+ | No log | 0.7921 | 80 | 0.5215 | 0.3787 | 0.5215 | 0.7221 |
92
+ | No log | 0.8119 | 82 | 0.5545 | 0.3091 | 0.5545 | 0.7446 |
93
+ | No log | 0.8317 | 84 | 0.6126 | 0.2440 | 0.6126 | 0.7827 |
94
+ | No log | 0.8515 | 86 | 0.6265 | 0.2547 | 0.6265 | 0.7915 |
95
+ | No log | 0.8713 | 88 | 0.5431 | 0.3292 | 0.5431 | 0.7369 |
96
+ | No log | 0.8911 | 90 | 0.5208 | 0.3907 | 0.5208 | 0.7217 |
97
+ | No log | 0.9109 | 92 | 0.5392 | 0.3956 | 0.5392 | 0.7343 |
98
+ | No log | 0.9307 | 94 | 0.5103 | 0.4439 | 0.5103 | 0.7143 |
99
+ | No log | 0.9505 | 96 | 0.4857 | 0.5204 | 0.4857 | 0.6969 |
100
+ | No log | 0.9703 | 98 | 0.5201 | 0.5178 | 0.5201 | 0.7212 |
101
+ | No log | 0.9901 | 100 | 0.4870 | 0.5092 | 0.4870 | 0.6978 |
102
+ | No log | 1.0099 | 102 | 0.5222 | 0.5078 | 0.5222 | 0.7227 |
103
+ | No log | 1.0297 | 104 | 0.6350 | 0.5072 | 0.6350 | 0.7969 |
104
+ | No log | 1.0495 | 106 | 0.6131 | 0.5071 | 0.6131 | 0.7830 |
105
+ | No log | 1.0693 | 108 | 0.5264 | 0.5312 | 0.5264 | 0.7255 |
106
+ | No log | 1.0891 | 110 | 0.4585 | 0.5091 | 0.4585 | 0.6772 |
107
+ | No log | 1.1089 | 112 | 0.4678 | 0.4881 | 0.4678 | 0.6840 |
108
+ | No log | 1.1287 | 114 | 0.4898 | 0.5158 | 0.4898 | 0.6999 |
109
+ | No log | 1.1485 | 116 | 0.4911 | 0.5095 | 0.4911 | 0.7008 |
110
+ | No log | 1.1683 | 118 | 0.5066 | 0.5273 | 0.5066 | 0.7118 |
111
+ | No log | 1.1881 | 120 | 0.5295 | 0.5168 | 0.5295 | 0.7277 |
112
+ | No log | 1.2079 | 122 | 0.5362 | 0.5305 | 0.5362 | 0.7322 |
113
+ | No log | 1.2277 | 124 | 0.6386 | 0.5365 | 0.6386 | 0.7991 |
114
+ | No log | 1.2475 | 126 | 0.6736 | 0.5295 | 0.6736 | 0.8207 |
115
+ | No log | 1.2673 | 128 | 0.5472 | 0.6013 | 0.5472 | 0.7397 |
116
+ | No log | 1.2871 | 130 | 0.5629 | 0.5561 | 0.5629 | 0.7503 |
117
+ | No log | 1.3069 | 132 | 0.5445 | 0.5659 | 0.5445 | 0.7379 |
118
+ | No log | 1.3267 | 134 | 0.5199 | 0.5647 | 0.5199 | 0.7210 |
119
+ | No log | 1.3465 | 136 | 0.6233 | 0.5449 | 0.6233 | 0.7895 |
120
+ | No log | 1.3663 | 138 | 0.6798 | 0.4330 | 0.6798 | 0.8245 |
121
+ | No log | 1.3861 | 140 | 0.6013 | 0.2891 | 0.6013 | 0.7755 |
122
+ | No log | 1.4059 | 142 | 0.5443 | 0.4013 | 0.5443 | 0.7378 |
123
+ | No log | 1.4257 | 144 | 0.5542 | 0.4227 | 0.5542 | 0.7444 |
124
+ | No log | 1.4455 | 146 | 0.4947 | 0.5085 | 0.4947 | 0.7034 |
125
+ | No log | 1.4653 | 148 | 0.4765 | 0.5164 | 0.4765 | 0.6903 |
126
+ | No log | 1.4851 | 150 | 0.4475 | 0.5027 | 0.4475 | 0.6689 |
127
+ | No log | 1.5050 | 152 | 0.4383 | 0.4449 | 0.4383 | 0.6620 |
128
+ | No log | 1.5248 | 154 | 0.4563 | 0.4289 | 0.4563 | 0.6755 |
129
+ | No log | 1.5446 | 156 | 0.5375 | 0.4053 | 0.5375 | 0.7331 |
130
+ | No log | 1.5644 | 158 | 0.5854 | 0.4317 | 0.5854 | 0.7651 |
131
+ | No log | 1.5842 | 160 | 0.5606 | 0.4641 | 0.5606 | 0.7487 |
132
+ | No log | 1.6040 | 162 | 0.5749 | 0.5137 | 0.5749 | 0.7582 |
133
+ | No log | 1.6238 | 164 | 0.5382 | 0.5508 | 0.5382 | 0.7336 |
134
+ | No log | 1.6436 | 166 | 0.4505 | 0.5488 | 0.4505 | 0.6712 |
135
+ | No log | 1.6634 | 168 | 0.4394 | 0.5298 | 0.4394 | 0.6629 |
136
+ | No log | 1.6832 | 170 | 0.4619 | 0.4930 | 0.4619 | 0.6796 |
137
+ | No log | 1.7030 | 172 | 0.5726 | 0.5386 | 0.5726 | 0.7567 |
138
+ | No log | 1.7228 | 174 | 0.5491 | 0.5315 | 0.5491 | 0.7410 |
139
+ | No log | 1.7426 | 176 | 0.5584 | 0.5295 | 0.5584 | 0.7473 |
140
+ | No log | 1.7624 | 178 | 0.5884 | 0.5711 | 0.5884 | 0.7671 |
141
+ | No log | 1.7822 | 180 | 0.7149 | 0.4925 | 0.7149 | 0.8455 |
142
+ | No log | 1.8020 | 182 | 0.7508 | 0.4577 | 0.7508 | 0.8665 |
143
+ | No log | 1.8218 | 184 | 0.6324 | 0.5331 | 0.6324 | 0.7953 |
144
+ | No log | 1.8416 | 186 | 0.5526 | 0.5869 | 0.5526 | 0.7434 |
145
+ | No log | 1.8614 | 188 | 0.5603 | 0.5093 | 0.5603 | 0.7486 |
146
+ | No log | 1.8812 | 190 | 0.5213 | 0.4945 | 0.5213 | 0.7220 |
147
+ | No log | 1.9010 | 192 | 0.5167 | 0.5064 | 0.5167 | 0.7188 |
148
+ | No log | 1.9208 | 194 | 0.5780 | 0.5186 | 0.5780 | 0.7603 |
149
+ | No log | 1.9406 | 196 | 0.5679 | 0.5268 | 0.5679 | 0.7536 |
150
+ | No log | 1.9604 | 198 | 0.5583 | 0.5197 | 0.5583 | 0.7472 |
151
+ | No log | 1.9802 | 200 | 0.5533 | 0.5292 | 0.5533 | 0.7439 |
152
+ | No log | 2.0 | 202 | 0.6812 | 0.4850 | 0.6812 | 0.8253 |
153
+ | No log | 2.0198 | 204 | 0.7210 | 0.4653 | 0.7210 | 0.8491 |
154
+ | No log | 2.0396 | 206 | 0.7390 | 0.4538 | 0.7390 | 0.8596 |
155
+ | No log | 2.0594 | 208 | 0.6205 | 0.5221 | 0.6205 | 0.7877 |
156
+ | No log | 2.0792 | 210 | 0.4917 | 0.6338 | 0.4917 | 0.7012 |
157
+ | No log | 2.0990 | 212 | 0.4554 | 0.6139 | 0.4554 | 0.6748 |
158
+ | No log | 2.1188 | 214 | 0.4523 | 0.6164 | 0.4523 | 0.6726 |
159
+ | No log | 2.1386 | 216 | 0.4669 | 0.6317 | 0.4669 | 0.6833 |
160
+ | No log | 2.1584 | 218 | 0.4899 | 0.5918 | 0.4899 | 0.6999 |
161
+ | No log | 2.1782 | 220 | 0.6284 | 0.4574 | 0.6284 | 0.7927 |
162
+ | No log | 2.1980 | 222 | 0.7109 | 0.3982 | 0.7109 | 0.8432 |
163
+ | No log | 2.2178 | 224 | 0.6544 | 0.3818 | 0.6544 | 0.8090 |
164
+ | No log | 2.2376 | 226 | 0.6232 | 0.4320 | 0.6232 | 0.7894 |
165
+ | No log | 2.2574 | 228 | 0.6151 | 0.4827 | 0.6151 | 0.7843 |
166
+ | No log | 2.2772 | 230 | 0.5834 | 0.5344 | 0.5834 | 0.7638 |
167
+ | No log | 2.2970 | 232 | 0.6033 | 0.5288 | 0.6033 | 0.7767 |
168
+ | No log | 2.3168 | 234 | 0.5716 | 0.5592 | 0.5716 | 0.7560 |
169
+ | No log | 2.3366 | 236 | 0.6245 | 0.5239 | 0.6245 | 0.7903 |
170
+ | No log | 2.3564 | 238 | 0.6614 | 0.5288 | 0.6614 | 0.8132 |
171
+ | No log | 2.3762 | 240 | 0.6682 | 0.5196 | 0.6682 | 0.8174 |
172
+ | No log | 2.3960 | 242 | 0.5870 | 0.5356 | 0.5870 | 0.7661 |
173
+ | No log | 2.4158 | 244 | 0.5378 | 0.5238 | 0.5378 | 0.7334 |
174
+ | No log | 2.4356 | 246 | 0.4849 | 0.5010 | 0.4849 | 0.6964 |
175
+ | No log | 2.4554 | 248 | 0.4867 | 0.4928 | 0.4867 | 0.6977 |
176
+ | No log | 2.4752 | 250 | 0.4744 | 0.5068 | 0.4744 | 0.6887 |
177
+ | No log | 2.4950 | 252 | 0.5030 | 0.5218 | 0.5030 | 0.7092 |
178
+ | No log | 2.5149 | 254 | 0.5863 | 0.4944 | 0.5863 | 0.7657 |
179
+ | No log | 2.5347 | 256 | 0.6555 | 0.4922 | 0.6555 | 0.8097 |
180
+ | No log | 2.5545 | 258 | 0.5930 | 0.5346 | 0.5930 | 0.7701 |
181
+ | No log | 2.5743 | 260 | 0.5346 | 0.5328 | 0.5346 | 0.7312 |
182
+ | No log | 2.5941 | 262 | 0.5249 | 0.5312 | 0.5249 | 0.7245 |
183
+ | No log | 2.6139 | 264 | 0.4947 | 0.5462 | 0.4947 | 0.7034 |
184
+ | No log | 2.6337 | 266 | 0.4764 | 0.5475 | 0.4764 | 0.6902 |
185
+ | No log | 2.6535 | 268 | 0.5198 | 0.5187 | 0.5198 | 0.7209 |
186
+ | No log | 2.6733 | 270 | 0.6949 | 0.4601 | 0.6949 | 0.8336 |
187
+ | No log | 2.6931 | 272 | 0.7838 | 0.4613 | 0.7838 | 0.8853 |
188
+ | No log | 2.7129 | 274 | 0.6651 | 0.4864 | 0.6651 | 0.8155 |
189
+ | No log | 2.7327 | 276 | 0.4772 | 0.4990 | 0.4772 | 0.6908 |
190
+ | No log | 2.7525 | 278 | 0.4507 | 0.5610 | 0.4507 | 0.6713 |
191
+ | No log | 2.7723 | 280 | 0.4439 | 0.5678 | 0.4439 | 0.6663 |
192
+ | No log | 2.7921 | 282 | 0.4663 | 0.5845 | 0.4663 | 0.6828 |
193
+ | No log | 2.8119 | 284 | 0.6081 | 0.5154 | 0.6081 | 0.7798 |
194
+ | No log | 2.8317 | 286 | 0.7362 | 0.4758 | 0.7362 | 0.8580 |
195
+ | No log | 2.8515 | 288 | 0.7187 | 0.4909 | 0.7187 | 0.8478 |
196
+ | No log | 2.8713 | 290 | 0.5792 | 0.5543 | 0.5792 | 0.7611 |
197
+ | No log | 2.8911 | 292 | 0.5046 | 0.6572 | 0.5046 | 0.7104 |
198
+ | No log | 2.9109 | 294 | 0.4692 | 0.6576 | 0.4692 | 0.6850 |
199
+ | No log | 2.9307 | 296 | 0.4506 | 0.6332 | 0.4506 | 0.6713 |
200
+ | No log | 2.9505 | 298 | 0.4376 | 0.6252 | 0.4376 | 0.6615 |
201
+ | No log | 2.9703 | 300 | 0.4806 | 0.6024 | 0.4806 | 0.6933 |
202
+ | No log | 2.9901 | 302 | 0.5084 | 0.5836 | 0.5084 | 0.7130 |
203
+ | No log | 3.0099 | 304 | 0.5619 | 0.5252 | 0.5619 | 0.7496 |
204
+ | No log | 3.0297 | 306 | 0.5251 | 0.5462 | 0.5251 | 0.7246 |
205
+ | No log | 3.0495 | 308 | 0.4726 | 0.5630 | 0.4726 | 0.6875 |
206
+ | No log | 3.0693 | 310 | 0.4438 | 0.6108 | 0.4438 | 0.6662 |
207
+ | No log | 3.0891 | 312 | 0.4343 | 0.6153 | 0.4343 | 0.6590 |
208
+ | No log | 3.1089 | 314 | 0.4430 | 0.6146 | 0.4430 | 0.6656 |
209
+ | No log | 3.1287 | 316 | 0.4914 | 0.5736 | 0.4914 | 0.7010 |
210
+ | No log | 3.1485 | 318 | 0.5198 | 0.5603 | 0.5198 | 0.7210 |
211
+ | No log | 3.1683 | 320 | 0.6252 | 0.5169 | 0.6252 | 0.7907 |
212
+ | No log | 3.1881 | 322 | 0.6753 | 0.5014 | 0.6753 | 0.8218 |
213
+ | No log | 3.2079 | 324 | 0.7212 | 0.4805 | 0.7212 | 0.8492 |
214
+ | No log | 3.2277 | 326 | 0.6528 | 0.5467 | 0.6528 | 0.8080 |
215
+ | No log | 3.2475 | 328 | 0.5781 | 0.5547 | 0.5781 | 0.7603 |
216
+ | No log | 3.2673 | 330 | 0.5587 | 0.5802 | 0.5587 | 0.7474 |
217
+ | No log | 3.2871 | 332 | 0.5387 | 0.5770 | 0.5387 | 0.7340 |
218
+ | No log | 3.3069 | 334 | 0.5959 | 0.5635 | 0.5959 | 0.7720 |
219
+ | No log | 3.3267 | 336 | 0.8060 | 0.4574 | 0.8060 | 0.8978 |
220
+ | No log | 3.3465 | 338 | 0.7892 | 0.4572 | 0.7892 | 0.8884 |
221
+ | No log | 3.3663 | 340 | 0.6894 | 0.5051 | 0.6894 | 0.8303 |
222
+ | No log | 3.3861 | 342 | 0.5406 | 0.5686 | 0.5406 | 0.7352 |
223
+ | No log | 3.4059 | 344 | 0.4761 | 0.5927 | 0.4761 | 0.6900 |
224
+ | No log | 3.4257 | 346 | 0.4562 | 0.6188 | 0.4562 | 0.6754 |
225
+ | No log | 3.4455 | 348 | 0.4470 | 0.5898 | 0.4470 | 0.6686 |
226
+ | No log | 3.4653 | 350 | 0.5308 | 0.5313 | 0.5308 | 0.7286 |
227
+ | No log | 3.4851 | 352 | 0.7782 | 0.4415 | 0.7782 | 0.8822 |
228
+ | No log | 3.5050 | 354 | 0.9864 | 0.3469 | 0.9864 | 0.9932 |
229
+ | No log | 3.5248 | 356 | 1.0520 | 0.2693 | 1.0520 | 1.0257 |
230
+ | No log | 3.5446 | 358 | 0.9337 | 0.3670 | 0.9337 | 0.9663 |
231
+ | No log | 3.5644 | 360 | 0.6812 | 0.4511 | 0.6812 | 0.8253 |
232
+ | No log | 3.5842 | 362 | 0.5265 | 0.5886 | 0.5265 | 0.7256 |
233
+ | No log | 3.6040 | 364 | 0.5040 | 0.6165 | 0.5040 | 0.7099 |
234
+ | No log | 3.6238 | 366 | 0.5414 | 0.5822 | 0.5414 | 0.7358 |
235
+ | No log | 3.6436 | 368 | 0.6413 | 0.5178 | 0.6413 | 0.8008 |
236
+ | No log | 3.6634 | 370 | 0.8952 | 0.4432 | 0.8952 | 0.9461 |
237
+ | No log | 3.6832 | 372 | 1.0418 | 0.3874 | 1.0418 | 1.0207 |
238
+ | No log | 3.7030 | 374 | 0.9404 | 0.4207 | 0.9404 | 0.9697 |
239
+ | No log | 3.7228 | 376 | 0.6394 | 0.4944 | 0.6394 | 0.7996 |
240
+ | No log | 3.7426 | 378 | 0.4587 | 0.5469 | 0.4587 | 0.6772 |
241
+ | No log | 3.7624 | 380 | 0.4407 | 0.5331 | 0.4407 | 0.6638 |
242
+ | No log | 3.7822 | 382 | 0.4429 | 0.5382 | 0.4429 | 0.6655 |
243
+ | No log | 3.8020 | 384 | 0.6048 | 0.5451 | 0.6048 | 0.7777 |
244
+ | No log | 3.8218 | 386 | 0.9436 | 0.3963 | 0.9436 | 0.9714 |
245
+ | No log | 3.8416 | 388 | 1.1027 | 0.3728 | 1.1027 | 1.0501 |
246
+ | No log | 3.8614 | 390 | 0.9847 | 0.4324 | 0.9847 | 0.9923 |
247
+ | No log | 3.8812 | 392 | 0.6700 | 0.5520 | 0.6700 | 0.8185 |
248
+ | No log | 3.9010 | 394 | 0.4657 | 0.6125 | 0.4657 | 0.6824 |
249
+ | No log | 3.9208 | 396 | 0.4385 | 0.6316 | 0.4385 | 0.6622 |
250
+ | No log | 3.9406 | 398 | 0.4337 | 0.6190 | 0.4337 | 0.6586 |
251
+ | No log | 3.9604 | 400 | 0.4529 | 0.5932 | 0.4529 | 0.6730 |
252
+ | No log | 3.9802 | 402 | 0.5188 | 0.5440 | 0.5188 | 0.7203 |
253
+ | No log | 4.0 | 404 | 0.6488 | 0.5137 | 0.6488 | 0.8055 |
254
+ | No log | 4.0198 | 406 | 0.7404 | 0.4607 | 0.7404 | 0.8604 |
255
+ | No log | 4.0396 | 408 | 0.6531 | 0.5255 | 0.6531 | 0.8081 |
256
+ | No log | 4.0594 | 410 | 0.5545 | 0.5550 | 0.5545 | 0.7446 |
257
+ | No log | 4.0792 | 412 | 0.5601 | 0.6037 | 0.5601 | 0.7484 |
258
+ | No log | 4.0990 | 414 | 0.5499 | 0.6011 | 0.5499 | 0.7416 |
259
+ | No log | 4.1188 | 416 | 0.5342 | 0.5616 | 0.5342 | 0.7309 |
260
+ | No log | 4.1386 | 418 | 0.6243 | 0.5239 | 0.6243 | 0.7901 |
261
+ | No log | 4.1584 | 420 | 0.6982 | 0.4979 | 0.6982 | 0.8356 |
262
+ | No log | 4.1782 | 422 | 0.6762 | 0.5100 | 0.6762 | 0.8223 |
263
+ | No log | 4.1980 | 424 | 0.5551 | 0.5553 | 0.5551 | 0.7451 |
264
+ | No log | 4.2178 | 426 | 0.5672 | 0.5611 | 0.5672 | 0.7531 |
265
+ | No log | 4.2376 | 428 | 0.7633 | 0.4828 | 0.7633 | 0.8737 |
266
+ | No log | 4.2574 | 430 | 1.0393 | 0.4088 | 1.0393 | 1.0195 |
267
+ | No log | 4.2772 | 432 | 0.9470 | 0.4325 | 0.9470 | 0.9731 |
268
+ | No log | 4.2970 | 434 | 0.5947 | 0.5360 | 0.5947 | 0.7711 |
269
+ | No log | 4.3168 | 436 | 0.4211 | 0.5804 | 0.4211 | 0.6489 |
270
+ | No log | 4.3366 | 438 | 0.4197 | 0.5973 | 0.4197 | 0.6479 |
271
+ | No log | 4.3564 | 440 | 0.4091 | 0.5869 | 0.4091 | 0.6396 |
272
+ | No log | 4.3762 | 442 | 0.5696 | 0.5361 | 0.5696 | 0.7547 |
273
+ | No log | 4.3960 | 444 | 0.9019 | 0.4502 | 0.9019 | 0.9497 |
274
+ | No log | 4.4158 | 446 | 0.9234 | 0.4532 | 0.9234 | 0.9609 |
275
+ | No log | 4.4356 | 448 | 0.6939 | 0.5228 | 0.6939 | 0.8330 |
276
+ | No log | 4.4554 | 450 | 0.4853 | 0.6063 | 0.4853 | 0.6966 |
277
+ | No log | 4.4752 | 452 | 0.4508 | 0.6143 | 0.4508 | 0.6714 |
278
+ | No log | 4.4950 | 454 | 0.4342 | 0.5896 | 0.4342 | 0.6589 |
279
+ | No log | 4.5149 | 456 | 0.4693 | 0.5929 | 0.4693 | 0.6850 |
280
+ | No log | 4.5347 | 458 | 0.6005 | 0.5412 | 0.6005 | 0.7749 |
281
+ | No log | 4.5545 | 460 | 0.7180 | 0.4593 | 0.7180 | 0.8473 |
282
+ | No log | 4.5743 | 462 | 0.7230 | 0.4808 | 0.7230 | 0.8503 |
283
+ | No log | 4.5941 | 464 | 0.5962 | 0.5433 | 0.5962 | 0.7721 |
284
+ | No log | 4.6139 | 466 | 0.5187 | 0.6068 | 0.5187 | 0.7202 |
285
+ | No log | 4.6337 | 468 | 0.4900 | 0.6108 | 0.4900 | 0.7000 |
286
+ | No log | 4.6535 | 470 | 0.5072 | 0.5926 | 0.5072 | 0.7121 |
287
+ | No log | 4.6733 | 472 | 0.5888 | 0.5638 | 0.5888 | 0.7673 |
288
+ | No log | 4.6931 | 474 | 0.6263 | 0.5508 | 0.6263 | 0.7914 |
289
+ | No log | 4.7129 | 476 | 0.6395 | 0.5364 | 0.6395 | 0.7997 |
290
+ | No log | 4.7327 | 478 | 0.5587 | 0.5769 | 0.5587 | 0.7474 |
291
+ | No log | 4.7525 | 480 | 0.5039 | 0.5827 | 0.5039 | 0.7099 |
292
+ | No log | 4.7723 | 482 | 0.6146 | 0.5361 | 0.6146 | 0.7840 |
293
+ | No log | 4.7921 | 484 | 0.6599 | 0.5050 | 0.6599 | 0.8123 |
294
+ | No log | 4.8119 | 486 | 0.8304 | 0.4618 | 0.8304 | 0.9113 |
295
+ | No log | 4.8317 | 488 | 0.7874 | 0.4649 | 0.7874 | 0.8874 |
296
+ | No log | 4.8515 | 490 | 0.5999 | 0.5501 | 0.5999 | 0.7745 |
297
+ | No log | 4.8713 | 492 | 0.4606 | 0.5991 | 0.4606 | 0.6787 |
298
+ | No log | 4.8911 | 494 | 0.4523 | 0.6034 | 0.4523 | 0.6725 |
299
+ | No log | 4.9109 | 496 | 0.4620 | 0.5777 | 0.4620 | 0.6797 |
300
+ | No log | 4.9307 | 498 | 0.5313 | 0.5340 | 0.5313 | 0.7289 |
301
+ | 0.5166 | 4.9505 | 500 | 0.5833 | 0.5529 | 0.5833 | 0.7637 |
302
+ | 0.5166 | 4.9703 | 502 | 0.5502 | 0.5689 | 0.5502 | 0.7417 |
303
+ | 0.5166 | 4.9901 | 504 | 0.5811 | 0.5457 | 0.5811 | 0.7623 |
304
+ | 0.5166 | 5.0099 | 506 | 0.5416 | 0.5633 | 0.5416 | 0.7359 |
305
+ | 0.5166 | 5.0297 | 508 | 0.5390 | 0.5519 | 0.5390 | 0.7342 |
306
+ | 0.5166 | 5.0495 | 510 | 0.5595 | 0.5481 | 0.5595 | 0.7480 |
307
+ | 0.5166 | 5.0693 | 512 | 0.5283 | 0.5343 | 0.5283 | 0.7268 |
308
+ | 0.5166 | 5.0891 | 514 | 0.5274 | 0.5595 | 0.5274 | 0.7262 |
309
+ | 0.5166 | 5.1089 | 516 | 0.6608 | 0.5478 | 0.6608 | 0.8129 |
310
+ | 0.5166 | 5.1287 | 518 | 0.9321 | 0.5007 | 0.9321 | 0.9655 |
311
+ | 0.5166 | 5.1485 | 520 | 0.8450 | 0.5444 | 0.8450 | 0.9193 |
312
+ | 0.5166 | 5.1683 | 522 | 0.5809 | 0.6105 | 0.5809 | 0.7622 |
313
+ | 0.5166 | 5.1881 | 524 | 0.5297 | 0.5619 | 0.5297 | 0.7278 |
314
+ | 0.5166 | 5.2079 | 526 | 0.5529 | 0.6079 | 0.5529 | 0.7436 |
315
+ | 0.5166 | 5.2277 | 528 | 0.6843 | 0.5644 | 0.6843 | 0.8272 |
316
+ | 0.5166 | 5.2475 | 530 | 0.9172 | 0.4790 | 0.9172 | 0.9577 |
317
+ | 0.5166 | 5.2673 | 532 | 1.0803 | 0.3700 | 1.0803 | 1.0394 |
318
+ | 0.5166 | 5.2871 | 534 | 1.0016 | 0.4118 | 1.0016 | 1.0008 |
319
+ | 0.5166 | 5.3069 | 536 | 0.6384 | 0.5211 | 0.6384 | 0.7990 |
320
+ | 0.5166 | 5.3267 | 538 | 0.4502 | 0.6001 | 0.4502 | 0.6709 |
321
+ | 0.5166 | 5.3465 | 540 | 0.4228 | 0.6043 | 0.4228 | 0.6502 |
322
+ | 0.5166 | 5.3663 | 542 | 0.4696 | 0.5842 | 0.4696 | 0.6853 |
323
+ | 0.5166 | 5.3861 | 544 | 0.5439 | 0.5594 | 0.5439 | 0.7375 |
324
+ | 0.5166 | 5.4059 | 546 | 0.6653 | 0.5349 | 0.6653 | 0.8156 |
325
+ | 0.5166 | 5.4257 | 548 | 0.8481 | 0.4397 | 0.8481 | 0.9209 |
326
+ | 0.5166 | 5.4455 | 550 | 0.8194 | 0.4712 | 0.8194 | 0.9052 |
327
+ | 0.5166 | 5.4653 | 552 | 0.6488 | 0.5648 | 0.6488 | 0.8055 |
328
+ | 0.5166 | 5.4851 | 554 | 0.4847 | 0.6244 | 0.4847 | 0.6962 |
329
+ | 0.5166 | 5.5050 | 556 | 0.4544 | 0.6603 | 0.4544 | 0.6741 |
330
+ | 0.5166 | 5.5248 | 558 | 0.4540 | 0.6499 | 0.4540 | 0.6738 |
331
+ | 0.5166 | 5.5446 | 560 | 0.6044 | 0.5957 | 0.6044 | 0.7774 |
332
+ | 0.5166 | 5.5644 | 562 | 0.7090 | 0.5350 | 0.7090 | 0.8420 |
333
+ | 0.5166 | 5.5842 | 564 | 0.6564 | 0.5491 | 0.6564 | 0.8102 |
334
+ | 0.5166 | 5.6040 | 566 | 0.6215 | 0.5723 | 0.6215 | 0.7884 |
335
+ | 0.5166 | 5.6238 | 568 | 0.6553 | 0.5522 | 0.6553 | 0.8095 |
336
+ | 0.5166 | 5.6436 | 570 | 0.5303 | 0.5743 | 0.5303 | 0.7282 |
337
+ | 0.5166 | 5.6634 | 572 | 0.4597 | 0.5852 | 0.4597 | 0.6780 |
338
+ | 0.5166 | 5.6832 | 574 | 0.4640 | 0.5723 | 0.4640 | 0.6812 |
339
+ | 0.5166 | 5.7030 | 576 | 0.5667 | 0.5165 | 0.5667 | 0.7528 |
340
+ | 0.5166 | 5.7228 | 578 | 0.7228 | 0.4818 | 0.7228 | 0.8502 |
341
+ | 0.5166 | 5.7426 | 580 | 0.9582 | 0.4241 | 0.9582 | 0.9789 |
342
+ | 0.5166 | 5.7624 | 582 | 0.8591 | 0.4680 | 0.8591 | 0.9269 |
343
+ | 0.5166 | 5.7822 | 584 | 0.6629 | 0.5108 | 0.6629 | 0.8142 |
344
 
345
 
346
  ### Framework versions