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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask2_grammar

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bert
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  1. README.md +270 -280
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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_TestTask2_mechanics
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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_TestTask2_mechanics
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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: 0.5455
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- - Qwk: 0.5691
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- - Mse: 0.5455
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- - Rmse: 0.7386
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  ## Model description
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@@ -47,280 +47,270 @@ 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 | 3.6715 | 0.0220 | 3.6715 | 1.9161 |
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- | No log | 0.0426 | 4 | 2.8563 | 0.0503 | 2.8563 | 1.6901 |
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- | No log | 0.0638 | 6 | 1.2401 | 0.1393 | 1.2401 | 1.1136 |
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- | No log | 0.0851 | 8 | 0.6320 | 0.3124 | 0.6320 | 0.7950 |
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- | No log | 0.1064 | 10 | 0.6755 | 0.1823 | 0.6755 | 0.8219 |
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- | No log | 0.1277 | 12 | 0.6662 | 0.3674 | 0.6662 | 0.8162 |
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- | No log | 0.1489 | 14 | 0.6873 | 0.4927 | 0.6873 | 0.8290 |
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- | No log | 0.1702 | 16 | 0.7652 | 0.4506 | 0.7652 | 0.8747 |
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- | No log | 0.1915 | 18 | 0.6937 | 0.4862 | 0.6937 | 0.8329 |
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- | No log | 0.2128 | 20 | 0.6393 | 0.5286 | 0.6393 | 0.7995 |
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- | No log | 0.2340 | 22 | 0.6497 | 0.5065 | 0.6497 | 0.8061 |
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- | No log | 0.2553 | 24 | 0.5188 | 0.5033 | 0.5188 | 0.7203 |
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- | No log | 0.2766 | 26 | 0.5712 | 0.4637 | 0.5712 | 0.7558 |
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- | No log | 0.2979 | 28 | 0.5273 | 0.4938 | 0.5273 | 0.7262 |
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- | No log | 0.3191 | 30 | 0.5406 | 0.4374 | 0.5406 | 0.7353 |
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- | No log | 0.3404 | 32 | 0.5355 | 0.4394 | 0.5355 | 0.7318 |
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- | No log | 0.3617 | 34 | 0.5206 | 0.4111 | 0.5206 | 0.7215 |
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- | No log | 0.3830 | 36 | 0.5333 | 0.3941 | 0.5333 | 0.7303 |
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- | No log | 0.4043 | 38 | 0.5406 | 0.4039 | 0.5406 | 0.7353 |
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- | No log | 0.4255 | 40 | 0.5325 | 0.4156 | 0.5325 | 0.7297 |
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- | No log | 0.4468 | 42 | 0.5373 | 0.4246 | 0.5373 | 0.7330 |
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- | No log | 0.4681 | 44 | 0.5923 | 0.2852 | 0.5923 | 0.7696 |
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- | No log | 0.4894 | 46 | 0.6183 | 0.2807 | 0.6183 | 0.7863 |
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- | No log | 0.5106 | 48 | 0.6858 | 0.2402 | 0.6858 | 0.8281 |
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- | No log | 0.5319 | 50 | 0.6494 | 0.3082 | 0.6494 | 0.8058 |
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- | No log | 0.5532 | 52 | 0.5569 | 0.4049 | 0.5569 | 0.7463 |
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- | No log | 0.5745 | 54 | 0.4656 | 0.5388 | 0.4656 | 0.6823 |
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- | No log | 0.5957 | 56 | 0.4648 | 0.5786 | 0.4648 | 0.6818 |
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- | No log | 0.6170 | 58 | 0.4398 | 0.5717 | 0.4398 | 0.6632 |
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- | No log | 0.6383 | 60 | 0.4197 | 0.5555 | 0.4197 | 0.6478 |
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- | No log | 0.6596 | 62 | 0.4172 | 0.5539 | 0.4172 | 0.6459 |
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- | No log | 0.6809 | 64 | 0.4408 | 0.6286 | 0.4408 | 0.6639 |
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- | No log | 0.7021 | 66 | 0.5555 | 0.6009 | 0.5555 | 0.7453 |
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- | No log | 0.7234 | 68 | 0.7550 | 0.5525 | 0.7550 | 0.8689 |
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- | No log | 0.7447 | 70 | 0.8124 | 0.5613 | 0.8124 | 0.9013 |
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- | No log | 0.7660 | 72 | 0.6974 | 0.5848 | 0.6974 | 0.8351 |
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- | No log | 0.7872 | 74 | 0.6234 | 0.6201 | 0.6234 | 0.7895 |
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- | No log | 0.8085 | 76 | 0.5605 | 0.6280 | 0.5605 | 0.7487 |
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- | No log | 0.8298 | 78 | 0.4423 | 0.6579 | 0.4423 | 0.6651 |
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- | No log | 0.8511 | 80 | 0.5967 | 0.5139 | 0.5967 | 0.7724 |
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- | No log | 0.8723 | 82 | 0.6308 | 0.4865 | 0.6308 | 0.7942 |
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- | No log | 0.8936 | 84 | 0.4449 | 0.5544 | 0.4449 | 0.6670 |
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- | No log | 0.9149 | 86 | 0.4097 | 0.5727 | 0.4097 | 0.6401 |
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- | No log | 0.9362 | 88 | 0.4110 | 0.5767 | 0.4110 | 0.6411 |
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- | No log | 0.9574 | 90 | 0.5281 | 0.5330 | 0.5281 | 0.7267 |
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- | No log | 0.9787 | 92 | 0.5240 | 0.5274 | 0.5240 | 0.7239 |
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- | No log | 1.0 | 94 | 0.4051 | 0.6067 | 0.4051 | 0.6365 |
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- | No log | 1.0213 | 96 | 0.4063 | 0.6368 | 0.4063 | 0.6374 |
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- | No log | 1.0426 | 98 | 0.5241 | 0.5896 | 0.5241 | 0.7239 |
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- | No log | 1.0638 | 100 | 0.5979 | 0.5377 | 0.5979 | 0.7732 |
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- | No log | 1.0851 | 102 | 0.5571 | 0.5235 | 0.5571 | 0.7464 |
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- | No log | 1.1064 | 104 | 0.5328 | 0.5192 | 0.5328 | 0.7299 |
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- | No log | 1.1277 | 106 | 0.5125 | 0.4497 | 0.5125 | 0.7159 |
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- | No log | 1.1489 | 108 | 0.4651 | 0.4769 | 0.4651 | 0.6820 |
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- | No log | 1.1702 | 110 | 0.4263 | 0.5330 | 0.4263 | 0.6529 |
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- | No log | 1.1915 | 112 | 0.4218 | 0.5453 | 0.4218 | 0.6495 |
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- | No log | 1.2128 | 114 | 0.4469 | 0.4965 | 0.4469 | 0.6685 |
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- | No log | 1.2340 | 116 | 0.4962 | 0.4085 | 0.4962 | 0.7044 |
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- | No log | 1.2553 | 118 | 0.5140 | 0.4575 | 0.5140 | 0.7170 |
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- | No log | 1.2766 | 120 | 0.5814 | 0.5020 | 0.5814 | 0.7625 |
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- | No log | 1.2979 | 122 | 0.5288 | 0.5370 | 0.5288 | 0.7272 |
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- | No log | 1.3191 | 124 | 0.5162 | 0.5865 | 0.5162 | 0.7185 |
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- | No log | 1.3404 | 126 | 0.4904 | 0.6492 | 0.4904 | 0.7003 |
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- | No log | 1.3617 | 128 | 0.4597 | 0.6086 | 0.4597 | 0.6780 |
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- | No log | 1.3830 | 130 | 0.4506 | 0.6136 | 0.4506 | 0.6713 |
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- | No log | 1.4043 | 132 | 0.5070 | 0.5862 | 0.5070 | 0.7120 |
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- | No log | 1.4255 | 134 | 0.6795 | 0.4488 | 0.6795 | 0.8243 |
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- | No log | 1.4468 | 136 | 0.6479 | 0.4579 | 0.6479 | 0.8049 |
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- | No log | 1.4681 | 138 | 0.4713 | 0.5356 | 0.4713 | 0.6865 |
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- | No log | 1.4894 | 140 | 0.4060 | 0.5929 | 0.4060 | 0.6372 |
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- | No log | 1.5106 | 142 | 0.4000 | 0.6152 | 0.4000 | 0.6324 |
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- | No log | 1.5319 | 144 | 0.4305 | 0.5835 | 0.4305 | 0.6561 |
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- | No log | 1.5532 | 146 | 0.6179 | 0.4605 | 0.6179 | 0.7861 |
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- | No log | 1.5745 | 148 | 0.7029 | 0.4583 | 0.7029 | 0.8384 |
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- | No log | 1.5957 | 150 | 0.6621 | 0.4585 | 0.6621 | 0.8137 |
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- | No log | 1.6170 | 152 | 0.4777 | 0.5244 | 0.4777 | 0.6911 |
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- | No log | 1.6383 | 154 | 0.3791 | 0.6595 | 0.3791 | 0.6157 |
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- | No log | 1.6596 | 156 | 0.3820 | 0.6775 | 0.3820 | 0.6180 |
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- | No log | 1.6809 | 158 | 0.3948 | 0.6775 | 0.3948 | 0.6284 |
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- | No log | 1.7021 | 160 | 0.4250 | 0.6125 | 0.4250 | 0.6519 |
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- | No log | 1.7234 | 162 | 0.5020 | 0.5437 | 0.5020 | 0.7085 |
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- | No log | 1.7447 | 164 | 0.4833 | 0.5835 | 0.4833 | 0.6952 |
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- | No log | 1.7660 | 166 | 0.4224 | 0.6192 | 0.4224 | 0.6499 |
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- | No log | 1.7872 | 168 | 0.4125 | 0.6347 | 0.4125 | 0.6423 |
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- | No log | 1.8085 | 170 | 0.4431 | 0.5998 | 0.4431 | 0.6657 |
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- | No log | 1.8298 | 172 | 0.4675 | 0.5717 | 0.4675 | 0.6837 |
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- | No log | 1.8511 | 174 | 0.5781 | 0.4960 | 0.5781 | 0.7603 |
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- | No log | 1.8723 | 176 | 0.6813 | 0.4511 | 0.6813 | 0.8254 |
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- | No log | 1.8936 | 178 | 0.6349 | 0.4880 | 0.6349 | 0.7968 |
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- | No log | 1.9149 | 180 | 0.6006 | 0.5233 | 0.6006 | 0.7750 |
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- | No log | 1.9362 | 182 | 0.5224 | 0.6040 | 0.5224 | 0.7228 |
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- | No log | 1.9574 | 184 | 0.5325 | 0.6257 | 0.5325 | 0.7298 |
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- | No log | 1.9787 | 186 | 0.4619 | 0.6302 | 0.4619 | 0.6796 |
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- | No log | 2.0 | 188 | 0.4503 | 0.6315 | 0.4503 | 0.6711 |
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- | No log | 2.0213 | 190 | 0.5117 | 0.6062 | 0.5117 | 0.7154 |
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- | No log | 2.0426 | 192 | 0.4414 | 0.6206 | 0.4414 | 0.6644 |
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- | No log | 2.0638 | 194 | 0.3722 | 0.6819 | 0.3722 | 0.6101 |
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- | No log | 2.0851 | 196 | 0.4930 | 0.5736 | 0.4930 | 0.7022 |
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- | No log | 2.1064 | 198 | 0.4580 | 0.5794 | 0.4580 | 0.6767 |
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- | No log | 2.1277 | 200 | 0.3627 | 0.6768 | 0.3627 | 0.6022 |
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- | No log | 2.1489 | 202 | 0.5227 | 0.5595 | 0.5227 | 0.7230 |
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- | No log | 2.1702 | 204 | 0.7287 | 0.4812 | 0.7287 | 0.8536 |
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- | No log | 2.1915 | 206 | 0.7065 | 0.4988 | 0.7065 | 0.8406 |
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- | No log | 2.2128 | 208 | 0.5782 | 0.5365 | 0.5782 | 0.7604 |
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- | No log | 2.2340 | 210 | 0.5758 | 0.5643 | 0.5758 | 0.7588 |
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- | No log | 2.2553 | 212 | 0.5744 | 0.5679 | 0.5744 | 0.7579 |
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- | No log | 2.2766 | 214 | 0.5348 | 0.5966 | 0.5348 | 0.7313 |
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- | No log | 2.2979 | 216 | 0.4977 | 0.6742 | 0.4977 | 0.7055 |
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- | No log | 2.3191 | 218 | 0.4896 | 0.6507 | 0.4896 | 0.6997 |
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- | No log | 2.3404 | 220 | 0.5154 | 0.6433 | 0.5154 | 0.7179 |
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- | No log | 2.3617 | 222 | 0.6889 | 0.5556 | 0.6889 | 0.8300 |
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- | No log | 2.3830 | 224 | 0.8044 | 0.4812 | 0.8044 | 0.8969 |
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- | No log | 2.4043 | 226 | 0.5725 | 0.5152 | 0.5725 | 0.7566 |
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- | No log | 2.4255 | 228 | 0.4491 | 0.5950 | 0.4491 | 0.6701 |
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- | No log | 2.4468 | 230 | 0.4798 | 0.5779 | 0.4798 | 0.6927 |
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- | No log | 2.4681 | 232 | 0.4933 | 0.5192 | 0.4933 | 0.7024 |
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- | No log | 2.4894 | 234 | 0.5377 | 0.5041 | 0.5377 | 0.7333 |
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- | No log | 2.5106 | 236 | 0.6701 | 0.4704 | 0.6701 | 0.8186 |
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- | No log | 2.5319 | 238 | 0.8833 | 0.4188 | 0.8833 | 0.9399 |
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- | No log | 2.5532 | 240 | 0.7746 | 0.4705 | 0.7746 | 0.8801 |
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- | No log | 2.5745 | 242 | 0.4825 | 0.6108 | 0.4825 | 0.6946 |
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- | No log | 2.5957 | 244 | 0.3994 | 0.6590 | 0.3994 | 0.6320 |
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- | No log | 2.6170 | 246 | 0.3889 | 0.6424 | 0.3889 | 0.6236 |
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- | No log | 2.6383 | 248 | 0.4917 | 0.5783 | 0.4917 | 0.7012 |
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- | No log | 2.6596 | 250 | 0.5771 | 0.5361 | 0.5771 | 0.7597 |
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- | No log | 2.6809 | 252 | 0.5453 | 0.5533 | 0.5453 | 0.7384 |
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- | No log | 2.7021 | 254 | 0.4995 | 0.5977 | 0.4995 | 0.7068 |
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- | No log | 2.7234 | 256 | 0.5162 | 0.6091 | 0.5162 | 0.7184 |
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- | No log | 2.7447 | 258 | 0.4977 | 0.5981 | 0.4977 | 0.7054 |
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- | No log | 2.7660 | 260 | 0.4149 | 0.6520 | 0.4149 | 0.6442 |
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- | No log | 2.7872 | 262 | 0.4129 | 0.6326 | 0.4129 | 0.6426 |
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- | No log | 2.8085 | 264 | 0.4302 | 0.6060 | 0.4302 | 0.6559 |
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- | No log | 2.8298 | 266 | 0.6247 | 0.4856 | 0.6247 | 0.7904 |
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- | No log | 2.8511 | 268 | 0.7140 | 0.4419 | 0.7140 | 0.8450 |
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- | No log | 2.8723 | 270 | 0.6641 | 0.4579 | 0.6641 | 0.8149 |
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- | No log | 2.8936 | 272 | 0.5411 | 0.5064 | 0.5411 | 0.7356 |
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- | No log | 2.9149 | 274 | 0.4313 | 0.5826 | 0.4313 | 0.6567 |
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- | No log | 2.9362 | 276 | 0.4257 | 0.5996 | 0.4257 | 0.6525 |
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- | No log | 2.9574 | 278 | 0.4016 | 0.6118 | 0.4016 | 0.6337 |
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- | No log | 2.9787 | 280 | 0.4714 | 0.5861 | 0.4714 | 0.6866 |
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- | No log | 3.0 | 282 | 0.6176 | 0.5005 | 0.6176 | 0.7859 |
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- | No log | 3.0213 | 284 | 0.6416 | 0.4673 | 0.6416 | 0.8010 |
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- | No log | 3.0426 | 286 | 0.5775 | 0.4966 | 0.5775 | 0.7599 |
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- | No log | 3.0638 | 288 | 0.5510 | 0.5647 | 0.5510 | 0.7423 |
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- | No log | 3.0851 | 290 | 0.4327 | 0.6274 | 0.4327 | 0.6578 |
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- | No log | 3.1064 | 292 | 0.4266 | 0.6463 | 0.4266 | 0.6531 |
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- | No log | 3.1277 | 294 | 0.4398 | 0.6412 | 0.4398 | 0.6632 |
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- | No log | 3.1489 | 296 | 0.6065 | 0.5876 | 0.6065 | 0.7788 |
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- | No log | 3.1702 | 298 | 0.6857 | 0.5333 | 0.6857 | 0.8281 |
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- | No log | 3.1915 | 300 | 0.5516 | 0.6002 | 0.5516 | 0.7427 |
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- | No log | 3.2128 | 302 | 0.4414 | 0.6594 | 0.4414 | 0.6644 |
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- | No log | 3.2340 | 304 | 0.4799 | 0.6004 | 0.4799 | 0.6927 |
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- | No log | 3.2553 | 306 | 0.4841 | 0.5617 | 0.4841 | 0.6957 |
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- | No log | 3.2766 | 308 | 0.4373 | 0.5795 | 0.4373 | 0.6613 |
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- | No log | 3.2979 | 310 | 0.4810 | 0.5586 | 0.4810 | 0.6936 |
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- | No log | 3.3191 | 312 | 0.4463 | 0.5790 | 0.4463 | 0.6681 |
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- | No log | 3.3404 | 314 | 0.4365 | 0.5835 | 0.4365 | 0.6607 |
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- | No log | 3.3617 | 316 | 0.4973 | 0.5784 | 0.4973 | 0.7052 |
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- | No log | 3.3830 | 318 | 0.4248 | 0.6185 | 0.4248 | 0.6518 |
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- | No log | 3.4043 | 320 | 0.4480 | 0.6247 | 0.4480 | 0.6694 |
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- | No log | 3.4255 | 322 | 0.5717 | 0.5872 | 0.5717 | 0.7561 |
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- | No log | 3.4468 | 324 | 0.6497 | 0.5552 | 0.6497 | 0.8060 |
214
- | No log | 3.4681 | 326 | 0.4973 | 0.6581 | 0.4973 | 0.7052 |
215
- | No log | 3.4894 | 328 | 0.4614 | 0.6413 | 0.4614 | 0.6792 |
216
- | No log | 3.5106 | 330 | 0.4517 | 0.6235 | 0.4517 | 0.6721 |
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- | No log | 3.5319 | 332 | 0.4821 | 0.6276 | 0.4821 | 0.6943 |
218
- | No log | 3.5532 | 334 | 0.7600 | 0.5046 | 0.7600 | 0.8718 |
219
- | No log | 3.5745 | 336 | 0.8952 | 0.4338 | 0.8952 | 0.9462 |
220
- | No log | 3.5957 | 338 | 0.6456 | 0.5407 | 0.6456 | 0.8035 |
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- | No log | 3.6170 | 340 | 0.4559 | 0.5763 | 0.4559 | 0.6752 |
222
- | No log | 3.6383 | 342 | 0.4552 | 0.5718 | 0.4552 | 0.6747 |
223
- | No log | 3.6596 | 344 | 0.5587 | 0.5544 | 0.5587 | 0.7475 |
224
- | No log | 3.6809 | 346 | 0.8736 | 0.3948 | 0.8736 | 0.9347 |
225
- | No log | 3.7021 | 348 | 0.9182 | 0.3913 | 0.9182 | 0.9582 |
226
- | No log | 3.7234 | 350 | 0.7058 | 0.4015 | 0.7058 | 0.8401 |
227
- | No log | 3.7447 | 352 | 0.4711 | 0.5278 | 0.4711 | 0.6863 |
228
- | No log | 3.7660 | 354 | 0.4213 | 0.6470 | 0.4213 | 0.6491 |
229
- | No log | 3.7872 | 356 | 0.4500 | 0.5697 | 0.4500 | 0.6708 |
230
- | No log | 3.8085 | 358 | 0.4187 | 0.6261 | 0.4187 | 0.6471 |
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- | No log | 3.8298 | 360 | 0.5081 | 0.5356 | 0.5081 | 0.7128 |
232
- | No log | 3.8511 | 362 | 0.5966 | 0.5208 | 0.5966 | 0.7724 |
233
- | No log | 3.8723 | 364 | 0.5210 | 0.5622 | 0.5210 | 0.7218 |
234
- | No log | 3.8936 | 366 | 0.4246 | 0.6279 | 0.4246 | 0.6516 |
235
- | No log | 3.9149 | 368 | 0.4143 | 0.6357 | 0.4143 | 0.6437 |
236
- | No log | 3.9362 | 370 | 0.4246 | 0.6496 | 0.4246 | 0.6516 |
237
- | No log | 3.9574 | 372 | 0.5331 | 0.5969 | 0.5331 | 0.7301 |
238
- | No log | 3.9787 | 374 | 0.6567 | 0.5503 | 0.6567 | 0.8104 |
239
- | No log | 4.0 | 376 | 0.5523 | 0.5904 | 0.5523 | 0.7432 |
240
- | No log | 4.0213 | 378 | 0.5043 | 0.5979 | 0.5043 | 0.7102 |
241
- | No log | 4.0426 | 380 | 0.4688 | 0.6092 | 0.4688 | 0.6847 |
242
- | No log | 4.0638 | 382 | 0.4665 | 0.6092 | 0.4665 | 0.6830 |
243
- | No log | 4.0851 | 384 | 0.4614 | 0.6212 | 0.4614 | 0.6792 |
244
- | No log | 4.1064 | 386 | 0.4460 | 0.6129 | 0.4460 | 0.6678 |
245
- | No log | 4.1277 | 388 | 0.5354 | 0.6041 | 0.5354 | 0.7317 |
246
- | No log | 4.1489 | 390 | 0.7533 | 0.5257 | 0.7533 | 0.8679 |
247
- | No log | 4.1702 | 392 | 0.6852 | 0.5412 | 0.6852 | 0.8278 |
248
- | No log | 4.1915 | 394 | 0.5025 | 0.6133 | 0.5025 | 0.7089 |
249
- | No log | 4.2128 | 396 | 0.4772 | 0.6045 | 0.4772 | 0.6908 |
250
- | No log | 4.2340 | 398 | 0.4753 | 0.5917 | 0.4753 | 0.6894 |
251
- | No log | 4.2553 | 400 | 0.4823 | 0.6163 | 0.4823 | 0.6945 |
252
- | No log | 4.2766 | 402 | 0.5673 | 0.6159 | 0.5673 | 0.7532 |
253
- | No log | 4.2979 | 404 | 0.6892 | 0.5960 | 0.6892 | 0.8302 |
254
- | No log | 4.3191 | 406 | 0.6687 | 0.5977 | 0.6687 | 0.8177 |
255
- | No log | 4.3404 | 408 | 0.6032 | 0.5830 | 0.6032 | 0.7767 |
256
- | No log | 4.3617 | 410 | 0.5464 | 0.5984 | 0.5464 | 0.7392 |
257
- | No log | 4.3830 | 412 | 0.5776 | 0.5540 | 0.5776 | 0.7600 |
258
- | No log | 4.4043 | 414 | 0.6166 | 0.5130 | 0.6166 | 0.7852 |
259
- | No log | 4.4255 | 416 | 0.6191 | 0.5047 | 0.6191 | 0.7868 |
260
- | No log | 4.4468 | 418 | 0.5450 | 0.5318 | 0.5450 | 0.7382 |
261
- | No log | 4.4681 | 420 | 0.5421 | 0.5356 | 0.5421 | 0.7363 |
262
- | No log | 4.4894 | 422 | 0.4486 | 0.5492 | 0.4486 | 0.6698 |
263
- | No log | 4.5106 | 424 | 0.4458 | 0.6004 | 0.4458 | 0.6677 |
264
- | No log | 4.5319 | 426 | 0.5333 | 0.5666 | 0.5333 | 0.7303 |
265
- | No log | 4.5532 | 428 | 0.5325 | 0.5844 | 0.5325 | 0.7297 |
266
- | No log | 4.5745 | 430 | 0.4087 | 0.6809 | 0.4087 | 0.6393 |
267
- | No log | 4.5957 | 432 | 0.3983 | 0.6722 | 0.3983 | 0.6311 |
268
- | No log | 4.6170 | 434 | 0.4683 | 0.5863 | 0.4683 | 0.6843 |
269
- | No log | 4.6383 | 436 | 0.6688 | 0.5605 | 0.6688 | 0.8178 |
270
- | No log | 4.6596 | 438 | 0.6600 | 0.5609 | 0.6600 | 0.8124 |
271
- | No log | 4.6809 | 440 | 0.4877 | 0.5916 | 0.4877 | 0.6984 |
272
- | No log | 4.7021 | 442 | 0.4211 | 0.5980 | 0.4211 | 0.6489 |
273
- | No log | 4.7234 | 444 | 0.4257 | 0.6015 | 0.4257 | 0.6524 |
274
- | No log | 4.7447 | 446 | 0.5320 | 0.5658 | 0.5320 | 0.7294 |
275
- | No log | 4.7660 | 448 | 0.7042 | 0.5243 | 0.7042 | 0.8391 |
276
- | No log | 4.7872 | 450 | 0.7423 | 0.5195 | 0.7423 | 0.8615 |
277
- | No log | 4.8085 | 452 | 0.5433 | 0.5966 | 0.5433 | 0.7371 |
278
- | No log | 4.8298 | 454 | 0.4548 | 0.6130 | 0.4548 | 0.6744 |
279
- | No log | 4.8511 | 456 | 0.4497 | 0.6147 | 0.4497 | 0.6706 |
280
- | No log | 4.8723 | 458 | 0.4912 | 0.5299 | 0.4912 | 0.7009 |
281
- | No log | 4.8936 | 460 | 0.7400 | 0.4279 | 0.7400 | 0.8602 |
282
- | No log | 4.9149 | 462 | 1.0617 | 0.3786 | 1.0617 | 1.0304 |
283
- | No log | 4.9362 | 464 | 1.0010 | 0.4013 | 1.0010 | 1.0005 |
284
- | No log | 4.9574 | 466 | 0.6774 | 0.4734 | 0.6774 | 0.8230 |
285
- | No log | 4.9787 | 468 | 0.4630 | 0.6162 | 0.4630 | 0.6805 |
286
- | No log | 5.0 | 470 | 0.4588 | 0.6261 | 0.4588 | 0.6774 |
287
- | No log | 5.0213 | 472 | 0.4921 | 0.6324 | 0.4921 | 0.7015 |
288
- | No log | 5.0426 | 474 | 0.5531 | 0.5887 | 0.5531 | 0.7437 |
289
- | No log | 5.0638 | 476 | 0.5163 | 0.6018 | 0.5163 | 0.7185 |
290
- | No log | 5.0851 | 478 | 0.4896 | 0.5860 | 0.4896 | 0.6997 |
291
- | No log | 5.1064 | 480 | 0.5185 | 0.5351 | 0.5185 | 0.7201 |
292
- | No log | 5.1277 | 482 | 0.4562 | 0.5752 | 0.4562 | 0.6754 |
293
- | No log | 5.1489 | 484 | 0.4147 | 0.5847 | 0.4147 | 0.6440 |
294
- | No log | 5.1702 | 486 | 0.4666 | 0.5825 | 0.4666 | 0.6831 |
295
- | No log | 5.1915 | 488 | 0.4695 | 0.6160 | 0.4695 | 0.6852 |
296
- | No log | 5.2128 | 490 | 0.4102 | 0.6474 | 0.4102 | 0.6404 |
297
- | No log | 5.2340 | 492 | 0.4072 | 0.6437 | 0.4072 | 0.6381 |
298
- | No log | 5.2553 | 494 | 0.4182 | 0.6291 | 0.4182 | 0.6467 |
299
- | No log | 5.2766 | 496 | 0.4877 | 0.5953 | 0.4877 | 0.6984 |
300
- | No log | 5.2979 | 498 | 0.4833 | 0.5887 | 0.4833 | 0.6952 |
301
- | 0.4408 | 5.3191 | 500 | 0.4120 | 0.6437 | 0.4120 | 0.6418 |
302
- | 0.4408 | 5.3404 | 502 | 0.4248 | 0.6129 | 0.4248 | 0.6517 |
303
- | 0.4408 | 5.3617 | 504 | 0.4126 | 0.6574 | 0.4126 | 0.6424 |
304
- | 0.4408 | 5.3830 | 506 | 0.5421 | 0.5807 | 0.5421 | 0.7363 |
305
- | 0.4408 | 5.4043 | 508 | 0.5987 | 0.5667 | 0.5987 | 0.7737 |
306
- | 0.4408 | 5.4255 | 510 | 0.5231 | 0.6083 | 0.5231 | 0.7232 |
307
- | 0.4408 | 5.4468 | 512 | 0.4252 | 0.6705 | 0.4252 | 0.6521 |
308
- | 0.4408 | 5.4681 | 514 | 0.4296 | 0.6597 | 0.4296 | 0.6554 |
309
- | 0.4408 | 5.4894 | 516 | 0.4762 | 0.6551 | 0.4762 | 0.6900 |
310
- | 0.4408 | 5.5106 | 518 | 0.7330 | 0.5582 | 0.7330 | 0.8561 |
311
- | 0.4408 | 5.5319 | 520 | 0.7775 | 0.5370 | 0.7775 | 0.8818 |
312
- | 0.4408 | 5.5532 | 522 | 0.5583 | 0.5988 | 0.5583 | 0.7472 |
313
- | 0.4408 | 5.5745 | 524 | 0.3978 | 0.6511 | 0.3978 | 0.6307 |
314
- | 0.4408 | 5.5957 | 526 | 0.3919 | 0.6545 | 0.3919 | 0.6260 |
315
- | 0.4408 | 5.6170 | 528 | 0.4560 | 0.6055 | 0.4560 | 0.6753 |
316
- | 0.4408 | 5.6383 | 530 | 0.5450 | 0.5794 | 0.5450 | 0.7382 |
317
- | 0.4408 | 5.6596 | 532 | 0.5264 | 0.6002 | 0.5264 | 0.7255 |
318
- | 0.4408 | 5.6809 | 534 | 0.4520 | 0.6439 | 0.4520 | 0.6723 |
319
- | 0.4408 | 5.7021 | 536 | 0.4818 | 0.6275 | 0.4818 | 0.6941 |
320
- | 0.4408 | 5.7234 | 538 | 0.4902 | 0.6435 | 0.4902 | 0.7001 |
321
- | 0.4408 | 5.7447 | 540 | 0.6058 | 0.5956 | 0.6058 | 0.7783 |
322
- | 0.4408 | 5.7660 | 542 | 0.6694 | 0.5677 | 0.6694 | 0.8182 |
323
- | 0.4408 | 5.7872 | 544 | 0.5455 | 0.5691 | 0.5455 | 0.7386 |
324
 
325
 
326
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask2_grammar
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_TestTask2_grammar
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: 0.6030
19
+ - Qwk: 0.4655
20
+ - Mse: 0.6030
21
+ - Rmse: 0.7765
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 | 3.8353 | 0.0201 | 3.8353 | 1.9584 |
53
+ | No log | 0.0426 | 4 | 2.9300 | 0.0458 | 2.9300 | 1.7117 |
54
+ | No log | 0.0638 | 6 | 1.2632 | 0.0935 | 1.2632 | 1.1239 |
55
+ | No log | 0.0851 | 8 | 0.7292 | 0.2269 | 0.7292 | 0.8539 |
56
+ | No log | 0.1064 | 10 | 0.8792 | 0.0645 | 0.8792 | 0.9376 |
57
+ | No log | 0.1277 | 12 | 0.7469 | 0.1712 | 0.7469 | 0.8643 |
58
+ | No log | 0.1489 | 14 | 0.6919 | 0.2187 | 0.6919 | 0.8318 |
59
+ | No log | 0.1702 | 16 | 0.6642 | 0.3058 | 0.6642 | 0.8150 |
60
+ | No log | 0.1915 | 18 | 0.6236 | 0.3770 | 0.6236 | 0.7897 |
61
+ | No log | 0.2128 | 20 | 0.5946 | 0.4361 | 0.5946 | 0.7711 |
62
+ | No log | 0.2340 | 22 | 0.6425 | 0.3128 | 0.6425 | 0.8015 |
63
+ | No log | 0.2553 | 24 | 0.6332 | 0.2684 | 0.6332 | 0.7957 |
64
+ | No log | 0.2766 | 26 | 0.6569 | 0.3182 | 0.6569 | 0.8105 |
65
+ | No log | 0.2979 | 28 | 0.5891 | 0.4035 | 0.5891 | 0.7676 |
66
+ | No log | 0.3191 | 30 | 0.5673 | 0.4249 | 0.5673 | 0.7532 |
67
+ | No log | 0.3404 | 32 | 0.5691 | 0.4040 | 0.5691 | 0.7544 |
68
+ | No log | 0.3617 | 34 | 0.5366 | 0.4332 | 0.5366 | 0.7325 |
69
+ | No log | 0.3830 | 36 | 0.5657 | 0.4203 | 0.5657 | 0.7521 |
70
+ | No log | 0.4043 | 38 | 0.6357 | 0.3282 | 0.6357 | 0.7973 |
71
+ | No log | 0.4255 | 40 | 0.6498 | 0.3394 | 0.6498 | 0.8061 |
72
+ | No log | 0.4468 | 42 | 0.8192 | 0.0680 | 0.8192 | 0.9051 |
73
+ | No log | 0.4681 | 44 | 0.9016 | -0.0504 | 0.9016 | 0.9495 |
74
+ | No log | 0.4894 | 46 | 0.8537 | 0.0138 | 0.8537 | 0.9240 |
75
+ | No log | 0.5106 | 48 | 0.6766 | 0.3085 | 0.6766 | 0.8225 |
76
+ | No log | 0.5319 | 50 | 0.5221 | 0.4931 | 0.5221 | 0.7225 |
77
+ | No log | 0.5532 | 52 | 0.5309 | 0.5142 | 0.5309 | 0.7286 |
78
+ | No log | 0.5745 | 54 | 0.5185 | 0.5175 | 0.5185 | 0.7201 |
79
+ | No log | 0.5957 | 56 | 0.5916 | 0.4713 | 0.5916 | 0.7692 |
80
+ | No log | 0.6170 | 58 | 0.6543 | 0.3639 | 0.6543 | 0.8089 |
81
+ | No log | 0.6383 | 60 | 0.6571 | 0.3485 | 0.6571 | 0.8106 |
82
+ | No log | 0.6596 | 62 | 0.5339 | 0.3765 | 0.5339 | 0.7307 |
83
+ | No log | 0.6809 | 64 | 0.4673 | 0.5524 | 0.4673 | 0.6836 |
84
+ | No log | 0.7021 | 66 | 0.4759 | 0.5650 | 0.4759 | 0.6899 |
85
+ | No log | 0.7234 | 68 | 0.5051 | 0.5182 | 0.5051 | 0.7107 |
86
+ | No log | 0.7447 | 70 | 0.6184 | 0.4755 | 0.6184 | 0.7864 |
87
+ | No log | 0.7660 | 72 | 0.6518 | 0.4735 | 0.6518 | 0.8073 |
88
+ | No log | 0.7872 | 74 | 0.5901 | 0.5537 | 0.5901 | 0.7682 |
89
+ | No log | 0.8085 | 76 | 0.5770 | 0.5099 | 0.5770 | 0.7596 |
90
+ | No log | 0.8298 | 78 | 0.6664 | 0.4271 | 0.6664 | 0.8164 |
91
+ | No log | 0.8511 | 80 | 0.7024 | 0.4139 | 0.7024 | 0.8381 |
92
+ | No log | 0.8723 | 82 | 0.6255 | 0.4808 | 0.6255 | 0.7909 |
93
+ | No log | 0.8936 | 84 | 0.5437 | 0.5660 | 0.5437 | 0.7374 |
94
+ | No log | 0.9149 | 86 | 0.4890 | 0.6093 | 0.4890 | 0.6993 |
95
+ | No log | 0.9362 | 88 | 0.4739 | 0.6140 | 0.4739 | 0.6884 |
96
+ | No log | 0.9574 | 90 | 0.4791 | 0.6009 | 0.4791 | 0.6922 |
97
+ | No log | 0.9787 | 92 | 0.4738 | 0.5986 | 0.4738 | 0.6883 |
98
+ | No log | 1.0 | 94 | 0.4748 | 0.5682 | 0.4748 | 0.6891 |
99
+ | No log | 1.0213 | 96 | 0.5206 | 0.4763 | 0.5206 | 0.7215 |
100
+ | No log | 1.0426 | 98 | 0.5713 | 0.4223 | 0.5713 | 0.7558 |
101
+ | No log | 1.0638 | 100 | 0.5945 | 0.3720 | 0.5945 | 0.7710 |
102
+ | No log | 1.0851 | 102 | 0.5834 | 0.4060 | 0.5834 | 0.7638 |
103
+ | No log | 1.1064 | 104 | 0.5643 | 0.4751 | 0.5643 | 0.7512 |
104
+ | No log | 1.1277 | 106 | 0.6183 | 0.4209 | 0.6183 | 0.7863 |
105
+ | No log | 1.1489 | 108 | 0.6264 | 0.4433 | 0.6264 | 0.7915 |
106
+ | No log | 1.1702 | 110 | 0.5943 | 0.4850 | 0.5943 | 0.7709 |
107
+ | No log | 1.1915 | 112 | 0.5699 | 0.4781 | 0.5699 | 0.7549 |
108
+ | No log | 1.2128 | 114 | 0.5515 | 0.4878 | 0.5515 | 0.7426 |
109
+ | No log | 1.2340 | 116 | 0.5552 | 0.4979 | 0.5552 | 0.7451 |
110
+ | No log | 1.2553 | 118 | 0.5574 | 0.4925 | 0.5574 | 0.7466 |
111
+ | No log | 1.2766 | 120 | 0.5590 | 0.4562 | 0.5590 | 0.7477 |
112
+ | No log | 1.2979 | 122 | 0.5637 | 0.4266 | 0.5637 | 0.7508 |
113
+ | No log | 1.3191 | 124 | 0.5795 | 0.4197 | 0.5795 | 0.7612 |
114
+ | No log | 1.3404 | 126 | 0.5856 | 0.4182 | 0.5856 | 0.7652 |
115
+ | No log | 1.3617 | 128 | 0.5481 | 0.4212 | 0.5481 | 0.7404 |
116
+ | No log | 1.3830 | 130 | 0.5419 | 0.4693 | 0.5419 | 0.7361 |
117
+ | No log | 1.4043 | 132 | 0.5646 | 0.4130 | 0.5646 | 0.7514 |
118
+ | No log | 1.4255 | 134 | 0.6854 | 0.3461 | 0.6854 | 0.8279 |
119
+ | No log | 1.4468 | 136 | 0.7330 | 0.2659 | 0.7330 | 0.8562 |
120
+ | No log | 1.4681 | 138 | 0.7282 | 0.2204 | 0.7282 | 0.8534 |
121
+ | No log | 1.4894 | 140 | 0.5949 | 0.3650 | 0.5949 | 0.7713 |
122
+ | No log | 1.5106 | 142 | 0.5636 | 0.4481 | 0.5636 | 0.7507 |
123
+ | No log | 1.5319 | 144 | 0.5544 | 0.4549 | 0.5544 | 0.7446 |
124
+ | No log | 1.5532 | 146 | 0.5737 | 0.3918 | 0.5737 | 0.7575 |
125
+ | No log | 1.5745 | 148 | 0.8020 | 0.1292 | 0.8020 | 0.8956 |
126
+ | No log | 1.5957 | 150 | 0.9233 | 0.0850 | 0.9233 | 0.9609 |
127
+ | No log | 1.6170 | 152 | 0.7684 | 0.3153 | 0.7684 | 0.8766 |
128
+ | No log | 1.6383 | 154 | 0.5874 | 0.5328 | 0.5874 | 0.7664 |
129
+ | No log | 1.6596 | 156 | 0.5509 | 0.5484 | 0.5509 | 0.7422 |
130
+ | No log | 1.6809 | 158 | 0.7366 | 0.3269 | 0.7366 | 0.8582 |
131
+ | No log | 1.7021 | 160 | 0.7420 | 0.2354 | 0.7420 | 0.8614 |
132
+ | No log | 1.7234 | 162 | 0.5078 | 0.4948 | 0.5078 | 0.7126 |
133
+ | No log | 1.7447 | 164 | 0.4810 | 0.5495 | 0.4810 | 0.6935 |
134
+ | No log | 1.7660 | 166 | 0.4906 | 0.5477 | 0.4906 | 0.7004 |
135
+ | No log | 1.7872 | 168 | 0.4594 | 0.5177 | 0.4594 | 0.6778 |
136
+ | No log | 1.8085 | 170 | 0.5333 | 0.4764 | 0.5333 | 0.7303 |
137
+ | No log | 1.8298 | 172 | 0.6349 | 0.4132 | 0.6349 | 0.7968 |
138
+ | No log | 1.8511 | 174 | 0.7694 | 0.4500 | 0.7694 | 0.8772 |
139
+ | No log | 1.8723 | 176 | 0.8621 | 0.4338 | 0.8621 | 0.9285 |
140
+ | No log | 1.8936 | 178 | 0.8167 | 0.4688 | 0.8167 | 0.9037 |
141
+ | No log | 1.9149 | 180 | 0.7867 | 0.4777 | 0.7867 | 0.8869 |
142
+ | No log | 1.9362 | 182 | 0.7318 | 0.5072 | 0.7318 | 0.8555 |
143
+ | No log | 1.9574 | 184 | 0.8027 | 0.4968 | 0.8027 | 0.8959 |
144
+ | No log | 1.9787 | 186 | 0.6452 | 0.5350 | 0.6452 | 0.8033 |
145
+ | No log | 2.0 | 188 | 0.5025 | 0.5527 | 0.5025 | 0.7088 |
146
+ | No log | 2.0213 | 190 | 0.5075 | 0.5484 | 0.5075 | 0.7124 |
147
+ | No log | 2.0426 | 192 | 0.5151 | 0.5493 | 0.5151 | 0.7177 |
148
+ | No log | 2.0638 | 194 | 0.5640 | 0.5602 | 0.5640 | 0.7510 |
149
+ | No log | 2.0851 | 196 | 0.4783 | 0.6011 | 0.4783 | 0.6916 |
150
+ | No log | 2.1064 | 198 | 0.4742 | 0.5927 | 0.4742 | 0.6886 |
151
+ | No log | 2.1277 | 200 | 0.4825 | 0.5690 | 0.4825 | 0.6946 |
152
+ | No log | 2.1489 | 202 | 0.5120 | 0.4867 | 0.5120 | 0.7156 |
153
+ | No log | 2.1702 | 204 | 0.5162 | 0.4621 | 0.5162 | 0.7185 |
154
+ | No log | 2.1915 | 206 | 0.4929 | 0.4656 | 0.4929 | 0.7021 |
155
+ | No log | 2.2128 | 208 | 0.5061 | 0.4925 | 0.5061 | 0.7114 |
156
+ | No log | 2.2340 | 210 | 0.6116 | 0.5030 | 0.6116 | 0.7821 |
157
+ | No log | 2.2553 | 212 | 0.6582 | 0.4890 | 0.6582 | 0.8113 |
158
+ | No log | 2.2766 | 214 | 0.6269 | 0.5382 | 0.6269 | 0.7918 |
159
+ | No log | 2.2979 | 216 | 0.5930 | 0.5496 | 0.5930 | 0.7701 |
160
+ | No log | 2.3191 | 218 | 0.5960 | 0.5525 | 0.5960 | 0.7720 |
161
+ | No log | 2.3404 | 220 | 0.6056 | 0.5805 | 0.6056 | 0.7782 |
162
+ | No log | 2.3617 | 222 | 0.6127 | 0.5794 | 0.6127 | 0.7827 |
163
+ | No log | 2.3830 | 224 | 0.6947 | 0.4956 | 0.6947 | 0.8335 |
164
+ | No log | 2.4043 | 226 | 0.7535 | 0.4206 | 0.7535 | 0.8680 |
165
+ | No log | 2.4255 | 228 | 0.7554 | 0.3611 | 0.7554 | 0.8691 |
166
+ | No log | 2.4468 | 230 | 0.7373 | 0.3611 | 0.7373 | 0.8586 |
167
+ | No log | 2.4681 | 232 | 0.6295 | 0.4773 | 0.6295 | 0.7934 |
168
+ | No log | 2.4894 | 234 | 0.4964 | 0.5674 | 0.4964 | 0.7045 |
169
+ | No log | 2.5106 | 236 | 0.5946 | 0.5271 | 0.5946 | 0.7711 |
170
+ | No log | 2.5319 | 238 | 0.6252 | 0.5035 | 0.6252 | 0.7907 |
171
+ | No log | 2.5532 | 240 | 0.5040 | 0.5970 | 0.5040 | 0.7100 |
172
+ | No log | 2.5745 | 242 | 0.4640 | 0.5599 | 0.4640 | 0.6812 |
173
+ | No log | 2.5957 | 244 | 0.5576 | 0.4241 | 0.5576 | 0.7467 |
174
+ | No log | 2.6170 | 246 | 0.6953 | 0.3694 | 0.6953 | 0.8338 |
175
+ | No log | 2.6383 | 248 | 0.7648 | 0.3798 | 0.7648 | 0.8745 |
176
+ | No log | 2.6596 | 250 | 0.7191 | 0.4558 | 0.7191 | 0.8480 |
177
+ | No log | 2.6809 | 252 | 0.5806 | 0.5656 | 0.5806 | 0.7619 |
178
+ | No log | 2.7021 | 254 | 0.4949 | 0.5919 | 0.4949 | 0.7035 |
179
+ | No log | 2.7234 | 256 | 0.5325 | 0.6003 | 0.5325 | 0.7297 |
180
+ | No log | 2.7447 | 258 | 0.5309 | 0.5945 | 0.5309 | 0.7286 |
181
+ | No log | 2.7660 | 260 | 0.4762 | 0.6384 | 0.4762 | 0.6901 |
182
+ | No log | 2.7872 | 262 | 0.4551 | 0.6425 | 0.4551 | 0.6746 |
183
+ | No log | 2.8085 | 264 | 0.5098 | 0.5572 | 0.5098 | 0.7140 |
184
+ | No log | 2.8298 | 266 | 0.6526 | 0.4546 | 0.6526 | 0.8078 |
185
+ | No log | 2.8511 | 268 | 0.6799 | 0.4008 | 0.6799 | 0.8246 |
186
+ | No log | 2.8723 | 270 | 0.5843 | 0.4535 | 0.5843 | 0.7644 |
187
+ | No log | 2.8936 | 272 | 0.4450 | 0.5958 | 0.4450 | 0.6671 |
188
+ | No log | 2.9149 | 274 | 0.4175 | 0.6161 | 0.4175 | 0.6461 |
189
+ | No log | 2.9362 | 276 | 0.4276 | 0.6040 | 0.4276 | 0.6539 |
190
+ | No log | 2.9574 | 278 | 0.4181 | 0.5851 | 0.4181 | 0.6466 |
191
+ | No log | 2.9787 | 280 | 0.4592 | 0.4783 | 0.4592 | 0.6776 |
192
+ | No log | 3.0 | 282 | 0.6471 | 0.2913 | 0.6471 | 0.8044 |
193
+ | No log | 3.0213 | 284 | 0.7901 | 0.2220 | 0.7901 | 0.8889 |
194
+ | No log | 3.0426 | 286 | 0.7880 | 0.1960 | 0.7880 | 0.8877 |
195
+ | No log | 3.0638 | 288 | 0.7042 | 0.2531 | 0.7042 | 0.8391 |
196
+ | No log | 3.0851 | 290 | 0.5986 | 0.3632 | 0.5986 | 0.7737 |
197
+ | No log | 3.1064 | 292 | 0.4788 | 0.5344 | 0.4788 | 0.6920 |
198
+ | No log | 3.1277 | 294 | 0.4686 | 0.6116 | 0.4686 | 0.6846 |
199
+ | No log | 3.1489 | 296 | 0.5117 | 0.6111 | 0.5117 | 0.7153 |
200
+ | No log | 3.1702 | 298 | 0.5134 | 0.6114 | 0.5134 | 0.7165 |
201
+ | No log | 3.1915 | 300 | 0.6089 | 0.5676 | 0.6089 | 0.7803 |
202
+ | No log | 3.2128 | 302 | 0.7372 | 0.4511 | 0.7372 | 0.8586 |
203
+ | No log | 3.2340 | 304 | 0.8497 | 0.3395 | 0.8497 | 0.9218 |
204
+ | No log | 3.2553 | 306 | 0.7684 | 0.3668 | 0.7684 | 0.8766 |
205
+ | No log | 3.2766 | 308 | 0.6282 | 0.3868 | 0.6282 | 0.7926 |
206
+ | No log | 3.2979 | 310 | 0.5407 | 0.3947 | 0.5407 | 0.7353 |
207
+ | No log | 3.3191 | 312 | 0.5210 | 0.4589 | 0.5210 | 0.7218 |
208
+ | No log | 3.3404 | 314 | 0.4896 | 0.5439 | 0.4896 | 0.6997 |
209
+ | No log | 3.3617 | 316 | 0.4538 | 0.6260 | 0.4538 | 0.6736 |
210
+ | No log | 3.3830 | 318 | 0.4815 | 0.6149 | 0.4815 | 0.6939 |
211
+ | No log | 3.4043 | 320 | 0.5970 | 0.4958 | 0.5970 | 0.7727 |
212
+ | No log | 3.4255 | 322 | 0.6804 | 0.5261 | 0.6804 | 0.8248 |
213
+ | No log | 3.4468 | 324 | 0.7530 | 0.5092 | 0.7530 | 0.8677 |
214
+ | No log | 3.4681 | 326 | 0.7599 | 0.5106 | 0.7599 | 0.8717 |
215
+ | No log | 3.4894 | 328 | 0.6928 | 0.5204 | 0.6928 | 0.8323 |
216
+ | No log | 3.5106 | 330 | 0.5752 | 0.5461 | 0.5752 | 0.7584 |
217
+ | No log | 3.5319 | 332 | 0.5015 | 0.5647 | 0.5015 | 0.7082 |
218
+ | No log | 3.5532 | 334 | 0.4821 | 0.5433 | 0.4821 | 0.6944 |
219
+ | No log | 3.5745 | 336 | 0.5275 | 0.5172 | 0.5275 | 0.7263 |
220
+ | No log | 3.5957 | 338 | 0.5469 | 0.5323 | 0.5469 | 0.7396 |
221
+ | No log | 3.6170 | 340 | 0.5212 | 0.5695 | 0.5212 | 0.7220 |
222
+ | No log | 3.6383 | 342 | 0.4912 | 0.6060 | 0.4912 | 0.7009 |
223
+ | No log | 3.6596 | 344 | 0.5048 | 0.6126 | 0.5048 | 0.7105 |
224
+ | No log | 3.6809 | 346 | 0.5924 | 0.5724 | 0.5924 | 0.7697 |
225
+ | No log | 3.7021 | 348 | 0.7037 | 0.4895 | 0.7037 | 0.8389 |
226
+ | No log | 3.7234 | 350 | 0.6837 | 0.4321 | 0.6837 | 0.8269 |
227
+ | No log | 3.7447 | 352 | 0.5887 | 0.4928 | 0.5887 | 0.7673 |
228
+ | No log | 3.7660 | 354 | 0.5224 | 0.5072 | 0.5224 | 0.7228 |
229
+ | No log | 3.7872 | 356 | 0.4770 | 0.5110 | 0.4770 | 0.6907 |
230
+ | No log | 3.8085 | 358 | 0.4662 | 0.5444 | 0.4662 | 0.6828 |
231
+ | No log | 3.8298 | 360 | 0.4790 | 0.5386 | 0.4790 | 0.6921 |
232
+ | No log | 3.8511 | 362 | 0.4895 | 0.5736 | 0.4895 | 0.6996 |
233
+ | No log | 3.8723 | 364 | 0.5308 | 0.5799 | 0.5308 | 0.7286 |
234
+ | No log | 3.8936 | 366 | 0.5652 | 0.6187 | 0.5652 | 0.7518 |
235
+ | No log | 3.9149 | 368 | 0.5623 | 0.6159 | 0.5623 | 0.7499 |
236
+ | No log | 3.9362 | 370 | 0.5082 | 0.6095 | 0.5082 | 0.7129 |
237
+ | No log | 3.9574 | 372 | 0.5170 | 0.5907 | 0.5170 | 0.7190 |
238
+ | No log | 3.9787 | 374 | 0.7160 | 0.4793 | 0.7160 | 0.8462 |
239
+ | No log | 4.0 | 376 | 0.8899 | 0.3589 | 0.8899 | 0.9434 |
240
+ | No log | 4.0213 | 378 | 0.8667 | 0.3664 | 0.8667 | 0.9310 |
241
+ | No log | 4.0426 | 380 | 0.6435 | 0.4517 | 0.6435 | 0.8022 |
242
+ | No log | 4.0638 | 382 | 0.4468 | 0.6170 | 0.4468 | 0.6684 |
243
+ | No log | 4.0851 | 384 | 0.4513 | 0.5416 | 0.4513 | 0.6718 |
244
+ | No log | 4.1064 | 386 | 0.4389 | 0.5934 | 0.4389 | 0.6625 |
245
+ | No log | 4.1277 | 388 | 0.4779 | 0.5591 | 0.4779 | 0.6913 |
246
+ | No log | 4.1489 | 390 | 0.5858 | 0.5187 | 0.5858 | 0.7654 |
247
+ | No log | 4.1702 | 392 | 0.7549 | 0.4731 | 0.7549 | 0.8689 |
248
+ | No log | 4.1915 | 394 | 0.7766 | 0.4648 | 0.7766 | 0.8813 |
249
+ | No log | 4.2128 | 396 | 0.7079 | 0.4875 | 0.7079 | 0.8413 |
250
+ | No log | 4.2340 | 398 | 0.5701 | 0.5573 | 0.5701 | 0.7551 |
251
+ | No log | 4.2553 | 400 | 0.4573 | 0.6223 | 0.4573 | 0.6763 |
252
+ | No log | 4.2766 | 402 | 0.4413 | 0.6215 | 0.4413 | 0.6643 |
253
+ | No log | 4.2979 | 404 | 0.4637 | 0.5474 | 0.4637 | 0.6810 |
254
+ | No log | 4.3191 | 406 | 0.5566 | 0.4797 | 0.5566 | 0.7460 |
255
+ | No log | 4.3404 | 408 | 0.6238 | 0.3833 | 0.6238 | 0.7898 |
256
+ | No log | 4.3617 | 410 | 0.6535 | 0.3787 | 0.6535 | 0.8084 |
257
+ | No log | 4.3830 | 412 | 0.6120 | 0.4413 | 0.6120 | 0.7823 |
258
+ | No log | 4.4043 | 414 | 0.5500 | 0.5264 | 0.5500 | 0.7416 |
259
+ | No log | 4.4255 | 416 | 0.5426 | 0.5563 | 0.5426 | 0.7366 |
260
+ | No log | 4.4468 | 418 | 0.5207 | 0.5783 | 0.5207 | 0.7216 |
261
+ | No log | 4.4681 | 420 | 0.5292 | 0.5463 | 0.5292 | 0.7275 |
262
+ | No log | 4.4894 | 422 | 0.5117 | 0.5554 | 0.5117 | 0.7153 |
263
+ | No log | 4.5106 | 424 | 0.5026 | 0.5435 | 0.5026 | 0.7089 |
264
+ | No log | 4.5319 | 426 | 0.4773 | 0.5688 | 0.4773 | 0.6908 |
265
+ | No log | 4.5532 | 428 | 0.4916 | 0.5730 | 0.4916 | 0.7012 |
266
+ | No log | 4.5745 | 430 | 0.4653 | 0.5841 | 0.4653 | 0.6821 |
267
+ | No log | 4.5957 | 432 | 0.4730 | 0.5992 | 0.4730 | 0.6878 |
268
+ | No log | 4.6170 | 434 | 0.5361 | 0.5815 | 0.5361 | 0.7322 |
269
+ | No log | 4.6383 | 436 | 0.7194 | 0.4948 | 0.7194 | 0.8482 |
270
+ | No log | 4.6596 | 438 | 0.8576 | 0.4359 | 0.8576 | 0.9261 |
271
+ | No log | 4.6809 | 440 | 0.7990 | 0.4571 | 0.7990 | 0.8938 |
272
+ | No log | 4.7021 | 442 | 0.6099 | 0.5264 | 0.6099 | 0.7810 |
273
+ | No log | 4.7234 | 444 | 0.4672 | 0.6245 | 0.4672 | 0.6835 |
274
+ | No log | 4.7447 | 446 | 0.4764 | 0.6350 | 0.4764 | 0.6902 |
275
+ | No log | 4.7660 | 448 | 0.4937 | 0.6232 | 0.4937 | 0.7026 |
276
+ | No log | 4.7872 | 450 | 0.5072 | 0.6095 | 0.5072 | 0.7122 |
277
+ | No log | 4.8085 | 452 | 0.5516 | 0.5814 | 0.5516 | 0.7427 |
278
+ | No log | 4.8298 | 454 | 0.6285 | 0.4976 | 0.6285 | 0.7928 |
279
+ | No log | 4.8511 | 456 | 0.6398 | 0.4528 | 0.6398 | 0.7999 |
280
+ | No log | 4.8723 | 458 | 0.6480 | 0.3935 | 0.6480 | 0.8050 |
281
+ | No log | 4.8936 | 460 | 0.5995 | 0.4155 | 0.5995 | 0.7743 |
282
+ | No log | 4.9149 | 462 | 0.5271 | 0.4843 | 0.5271 | 0.7260 |
283
+ | No log | 4.9362 | 464 | 0.5067 | 0.5427 | 0.5067 | 0.7118 |
284
+ | No log | 4.9574 | 466 | 0.5518 | 0.5843 | 0.5518 | 0.7428 |
285
+ | No log | 4.9787 | 468 | 0.6820 | 0.5309 | 0.6820 | 0.8258 |
286
+ | No log | 5.0 | 470 | 0.8470 | 0.5087 | 0.8470 | 0.9203 |
287
+ | No log | 5.0213 | 472 | 0.8969 | 0.5077 | 0.8969 | 0.9471 |
288
+ | No log | 5.0426 | 474 | 0.8190 | 0.4974 | 0.8190 | 0.9050 |
289
+ | No log | 5.0638 | 476 | 0.6492 | 0.5148 | 0.6492 | 0.8057 |
290
+ | No log | 5.0851 | 478 | 0.5597 | 0.5491 | 0.5597 | 0.7481 |
291
+ | No log | 5.1064 | 480 | 0.5568 | 0.5039 | 0.5568 | 0.7462 |
292
+ | No log | 5.1277 | 482 | 0.5314 | 0.4720 | 0.5314 | 0.7290 |
293
+ | No log | 5.1489 | 484 | 0.5333 | 0.4822 | 0.5333 | 0.7303 |
294
+ | No log | 5.1702 | 486 | 0.5786 | 0.5050 | 0.5786 | 0.7607 |
295
+ | No log | 5.1915 | 488 | 0.5877 | 0.5592 | 0.5877 | 0.7666 |
296
+ | No log | 5.2128 | 490 | 0.5367 | 0.5924 | 0.5367 | 0.7326 |
297
+ | No log | 5.2340 | 492 | 0.5015 | 0.5998 | 0.5015 | 0.7082 |
298
+ | No log | 5.2553 | 494 | 0.4655 | 0.5871 | 0.4655 | 0.6823 |
299
+ | No log | 5.2766 | 496 | 0.4718 | 0.5953 | 0.4718 | 0.6869 |
300
+ | No log | 5.2979 | 498 | 0.4624 | 0.6063 | 0.4624 | 0.6800 |
301
+ | 0.4944 | 5.3191 | 500 | 0.5517 | 0.5755 | 0.5517 | 0.7428 |
302
+ | 0.4944 | 5.3404 | 502 | 0.7229 | 0.4428 | 0.7229 | 0.8502 |
303
+ | 0.4944 | 5.3617 | 504 | 0.8184 | 0.4186 | 0.8184 | 0.9046 |
304
+ | 0.4944 | 5.3830 | 506 | 0.7250 | 0.4853 | 0.7250 | 0.8515 |
305
+ | 0.4944 | 5.4043 | 508 | 0.5547 | 0.5367 | 0.5547 | 0.7448 |
306
+ | 0.4944 | 5.4255 | 510 | 0.4673 | 0.5883 | 0.4673 | 0.6836 |
307
+ | 0.4944 | 5.4468 | 512 | 0.4649 | 0.5996 | 0.4649 | 0.6818 |
308
+ | 0.4944 | 5.4681 | 514 | 0.4657 | 0.5954 | 0.4657 | 0.6824 |
309
+ | 0.4944 | 5.4894 | 516 | 0.5302 | 0.5747 | 0.5302 | 0.7281 |
310
+ | 0.4944 | 5.5106 | 518 | 0.7249 | 0.4764 | 0.7249 | 0.8514 |
311
+ | 0.4944 | 5.5319 | 520 | 0.8394 | 0.4032 | 0.8394 | 0.9162 |
312
+ | 0.4944 | 5.5532 | 522 | 0.7500 | 0.4129 | 0.7500 | 0.8660 |
313
+ | 0.4944 | 5.5745 | 524 | 0.6030 | 0.4655 | 0.6030 | 0.7765 |
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions