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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask2_style

Text Classification
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Safetensors
bert
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  1. README.md +267 -324
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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_vocabulary
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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_vocabulary
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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: 0.4993
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- - Qwk: 0.5835
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- - Mse: 0.4993
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- - Rmse: 0.7066
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  ## Model description
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@@ -49,324 +49,267 @@ 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 | 0.0213 | 2 | 4.2599 | 0.0248 | 4.2599 | 2.0640 |
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- | No log | 0.0426 | 4 | 3.2548 | 0.0438 | 3.2548 | 1.8041 |
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- | No log | 0.0638 | 6 | 1.4261 | 0.1444 | 1.4261 | 1.1942 |
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- | No log | 0.0851 | 8 | 0.7892 | 0.3197 | 0.7892 | 0.8884 |
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- | No log | 0.1064 | 10 | 0.8769 | 0.0590 | 0.8769 | 0.9365 |
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- | No log | 0.1277 | 12 | 0.8390 | 0.1313 | 0.8390 | 0.9160 |
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- | No log | 0.1489 | 14 | 0.7697 | 0.2454 | 0.7697 | 0.8773 |
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- | No log | 0.1702 | 16 | 0.7076 | 0.3815 | 0.7076 | 0.8412 |
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- | No log | 0.1915 | 18 | 0.6699 | 0.4591 | 0.6699 | 0.8185 |
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- | No log | 0.2128 | 20 | 0.6259 | 0.5125 | 0.6259 | 0.7912 |
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- | No log | 0.2340 | 22 | 0.6924 | 0.4146 | 0.6924 | 0.8321 |
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- | No log | 0.2553 | 24 | 0.7447 | 0.3334 | 0.7447 | 0.8630 |
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- | No log | 0.2766 | 26 | 0.7794 | 0.3470 | 0.7794 | 0.8828 |
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- | No log | 0.2979 | 28 | 0.6036 | 0.4731 | 0.6036 | 0.7769 |
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- | No log | 0.3191 | 30 | 0.5922 | 0.5222 | 0.5922 | 0.7696 |
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- | No log | 0.3404 | 32 | 0.6168 | 0.4987 | 0.6168 | 0.7853 |
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- | No log | 0.3617 | 34 | 0.5570 | 0.4804 | 0.5570 | 0.7463 |
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- | No log | 0.3830 | 36 | 0.5771 | 0.4240 | 0.5771 | 0.7597 |
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- | No log | 0.4043 | 38 | 0.6077 | 0.4160 | 0.6077 | 0.7796 |
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- | No log | 0.4255 | 40 | 0.6154 | 0.4371 | 0.6154 | 0.7845 |
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- | No log | 0.4468 | 42 | 0.7086 | 0.3680 | 0.7086 | 0.8418 |
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- | No log | 0.4681 | 44 | 0.8188 | 0.2563 | 0.8188 | 0.9049 |
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- | No log | 0.4894 | 46 | 0.7640 | 0.2987 | 0.7640 | 0.8741 |
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- | No log | 0.5106 | 48 | 0.6275 | 0.3945 | 0.6275 | 0.7921 |
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- | No log | 0.5319 | 50 | 0.5236 | 0.5473 | 0.5236 | 0.7236 |
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- | No log | 0.5532 | 52 | 0.5255 | 0.5700 | 0.5255 | 0.7249 |
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- | No log | 0.5745 | 54 | 0.5455 | 0.5967 | 0.5455 | 0.7386 |
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- | No log | 0.5957 | 56 | 0.7034 | 0.4794 | 0.7034 | 0.8387 |
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- | No log | 0.6170 | 58 | 0.8000 | 0.4645 | 0.8000 | 0.8944 |
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- | No log | 0.6383 | 60 | 0.8136 | 0.4404 | 0.8136 | 0.9020 |
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- | No log | 0.6596 | 62 | 0.5897 | 0.4515 | 0.5897 | 0.7680 |
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- | No log | 0.6809 | 64 | 0.5166 | 0.5266 | 0.5166 | 0.7187 |
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- | No log | 0.7021 | 66 | 0.5348 | 0.5085 | 0.5348 | 0.7313 |
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- | No log | 0.7234 | 68 | 0.5513 | 0.5772 | 0.5513 | 0.7425 |
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- | No log | 0.7447 | 70 | 0.6082 | 0.5630 | 0.6082 | 0.7799 |
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- | No log | 0.7660 | 72 | 0.5911 | 0.5750 | 0.5911 | 0.7688 |
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- | No log | 0.7872 | 74 | 0.6037 | 0.5970 | 0.6037 | 0.7770 |
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- | No log | 0.8085 | 76 | 0.6165 | 0.6025 | 0.6165 | 0.7852 |
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- | No log | 0.8298 | 78 | 0.6060 | 0.5972 | 0.6060 | 0.7784 |
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- | No log | 0.8511 | 80 | 0.6649 | 0.5576 | 0.6649 | 0.8154 |
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- | No log | 0.8723 | 82 | 0.6275 | 0.5357 | 0.6275 | 0.7921 |
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- | No log | 0.8936 | 84 | 0.5660 | 0.5423 | 0.5660 | 0.7523 |
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- | No log | 0.9149 | 86 | 0.6302 | 0.4989 | 0.6302 | 0.7938 |
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- | No log | 0.9362 | 88 | 0.6504 | 0.4734 | 0.6504 | 0.8065 |
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- | No log | 0.9574 | 90 | 0.6862 | 0.4847 | 0.6862 | 0.8283 |
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- | No log | 0.9787 | 92 | 0.7094 | 0.4958 | 0.7094 | 0.8422 |
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- | No log | 1.0 | 94 | 0.6274 | 0.5316 | 0.6274 | 0.7921 |
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- | No log | 1.0213 | 96 | 0.7749 | 0.5145 | 0.7749 | 0.8803 |
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- | No log | 1.0426 | 98 | 0.7613 | 0.5216 | 0.7613 | 0.8725 |
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- | No log | 1.0638 | 100 | 0.6439 | 0.5427 | 0.6439 | 0.8024 |
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- | No log | 1.0851 | 102 | 0.7337 | 0.4954 | 0.7337 | 0.8565 |
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- | No log | 1.1064 | 104 | 1.0208 | 0.3939 | 1.0208 | 1.0104 |
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- | No log | 1.1277 | 106 | 1.0349 | 0.3664 | 1.0349 | 1.0173 |
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- | No log | 1.1489 | 108 | 0.7956 | 0.4552 | 0.7956 | 0.8919 |
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- | No log | 1.1702 | 110 | 0.4919 | 0.5947 | 0.4919 | 0.7014 |
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- | No log | 1.1915 | 112 | 0.4759 | 0.5858 | 0.4759 | 0.6898 |
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- | No log | 1.2128 | 114 | 0.4800 | 0.5554 | 0.4800 | 0.6928 |
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- | No log | 1.2340 | 116 | 0.6755 | 0.3897 | 0.6755 | 0.8219 |
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- | No log | 1.2553 | 118 | 0.7304 | 0.3454 | 0.7304 | 0.8546 |
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- | No log | 1.2766 | 120 | 0.6875 | 0.4771 | 0.6875 | 0.8292 |
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- | No log | 1.2979 | 122 | 0.5206 | 0.5370 | 0.5206 | 0.7216 |
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- | No log | 1.3191 | 124 | 0.4611 | 0.6111 | 0.4611 | 0.6791 |
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- | No log | 1.3404 | 126 | 0.4832 | 0.6066 | 0.4832 | 0.6951 |
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- | No log | 1.3617 | 128 | 0.4945 | 0.5885 | 0.4945 | 0.7032 |
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- | No log | 1.3830 | 130 | 0.4613 | 0.5858 | 0.4613 | 0.6792 |
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- | No log | 1.4043 | 132 | 0.5392 | 0.4873 | 0.5392 | 0.7343 |
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- | No log | 1.4255 | 134 | 0.6444 | 0.3848 | 0.6444 | 0.8027 |
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- | No log | 1.4468 | 136 | 0.5786 | 0.4864 | 0.5786 | 0.7607 |
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- | No log | 1.4681 | 138 | 0.4876 | 0.5689 | 0.4876 | 0.6983 |
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- | No log | 1.4894 | 140 | 0.4588 | 0.6382 | 0.4588 | 0.6773 |
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- | No log | 1.5106 | 142 | 0.4805 | 0.6788 | 0.4805 | 0.6932 |
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- | No log | 1.5319 | 144 | 0.5481 | 0.6285 | 0.5481 | 0.7403 |
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- | No log | 1.5532 | 146 | 0.6807 | 0.5541 | 0.6807 | 0.8250 |
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- | No log | 1.5745 | 148 | 0.7402 | 0.4882 | 0.7402 | 0.8604 |
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- | No log | 1.5957 | 150 | 0.7620 | 0.4923 | 0.7620 | 0.8729 |
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- | No log | 1.6170 | 152 | 0.6038 | 0.5778 | 0.6038 | 0.7770 |
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- | No log | 1.6383 | 154 | 0.5799 | 0.6060 | 0.5799 | 0.7615 |
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- | No log | 1.6596 | 156 | 0.6034 | 0.5799 | 0.6034 | 0.7768 |
130
- | No log | 1.6809 | 158 | 0.5690 | 0.5925 | 0.5690 | 0.7544 |
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- | No log | 1.7021 | 160 | 0.5228 | 0.6052 | 0.5228 | 0.7230 |
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- | No log | 1.7234 | 162 | 0.5427 | 0.6155 | 0.5427 | 0.7367 |
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- | No log | 1.7447 | 164 | 0.4656 | 0.6408 | 0.4656 | 0.6824 |
134
- | No log | 1.7660 | 166 | 0.4575 | 0.6494 | 0.4575 | 0.6764 |
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- | No log | 1.7872 | 168 | 0.5042 | 0.6405 | 0.5042 | 0.7101 |
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- | No log | 1.8085 | 170 | 0.6379 | 0.5323 | 0.6379 | 0.7987 |
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- | No log | 1.8298 | 172 | 0.6798 | 0.4894 | 0.6798 | 0.8245 |
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- | No log | 1.8511 | 174 | 0.6494 | 0.5350 | 0.6494 | 0.8058 |
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- | No log | 1.8723 | 176 | 0.5745 | 0.6109 | 0.5745 | 0.7580 |
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- | No log | 1.8936 | 178 | 0.6239 | 0.5911 | 0.6239 | 0.7899 |
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- | No log | 1.9149 | 180 | 0.7570 | 0.5312 | 0.7570 | 0.8701 |
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- | No log | 1.9362 | 182 | 0.8399 | 0.5148 | 0.8399 | 0.9165 |
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- | No log | 1.9574 | 184 | 0.6523 | 0.5531 | 0.6523 | 0.8076 |
144
- | No log | 1.9787 | 186 | 0.4372 | 0.6258 | 0.4372 | 0.6612 |
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- | No log | 2.0 | 188 | 0.4277 | 0.6153 | 0.4277 | 0.6540 |
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- | No log | 2.0213 | 190 | 0.4305 | 0.5948 | 0.4305 | 0.6561 |
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- | No log | 2.0426 | 192 | 0.5248 | 0.5447 | 0.5248 | 0.7244 |
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- | No log | 2.0638 | 194 | 0.5829 | 0.5628 | 0.5829 | 0.7635 |
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- | No log | 2.0851 | 196 | 0.4889 | 0.6377 | 0.4889 | 0.6992 |
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- | No log | 2.1064 | 198 | 0.4895 | 0.6801 | 0.4895 | 0.6997 |
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- | No log | 2.1277 | 200 | 0.5283 | 0.6628 | 0.5283 | 0.7268 |
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- | No log | 2.1489 | 202 | 0.6234 | 0.6371 | 0.6234 | 0.7895 |
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- | No log | 2.1702 | 204 | 0.7637 | 0.6213 | 0.7637 | 0.8739 |
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- | No log | 2.1915 | 206 | 0.7789 | 0.6268 | 0.7789 | 0.8825 |
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- | No log | 2.2128 | 208 | 0.6287 | 0.6247 | 0.6287 | 0.7929 |
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- | No log | 2.2340 | 210 | 0.6710 | 0.6208 | 0.6710 | 0.8192 |
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- | No log | 2.2553 | 212 | 0.8498 | 0.5412 | 0.8498 | 0.9219 |
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- | No log | 2.2766 | 214 | 0.7732 | 0.5929 | 0.7732 | 0.8793 |
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- | No log | 2.2979 | 216 | 0.5643 | 0.6820 | 0.5643 | 0.7512 |
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- | No log | 2.3191 | 218 | 0.5265 | 0.6820 | 0.5265 | 0.7256 |
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- | No log | 2.3404 | 220 | 0.6980 | 0.5906 | 0.6980 | 0.8354 |
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- | No log | 2.3617 | 222 | 1.1463 | 0.4360 | 1.1463 | 1.0707 |
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- | No log | 2.3830 | 224 | 1.2363 | 0.3601 | 1.2363 | 1.1119 |
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- | No log | 2.4043 | 226 | 1.0154 | 0.4220 | 1.0154 | 1.0077 |
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- | No log | 2.4255 | 228 | 0.6700 | 0.5448 | 0.6700 | 0.8186 |
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- | No log | 2.4468 | 230 | 0.4485 | 0.6619 | 0.4485 | 0.6697 |
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- | No log | 2.4681 | 232 | 0.4590 | 0.6382 | 0.4590 | 0.6775 |
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- | No log | 2.4894 | 234 | 0.4423 | 0.6055 | 0.4423 | 0.6651 |
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- | No log | 2.5106 | 236 | 0.4511 | 0.5544 | 0.4511 | 0.6717 |
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- | No log | 2.5319 | 238 | 0.5838 | 0.4651 | 0.5838 | 0.7641 |
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- | No log | 2.5532 | 240 | 0.7038 | 0.4542 | 0.7038 | 0.8389 |
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- | No log | 2.5745 | 242 | 0.6515 | 0.5136 | 0.6515 | 0.8071 |
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- | No log | 2.5957 | 244 | 0.5028 | 0.5638 | 0.5028 | 0.7091 |
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- | No log | 2.6170 | 246 | 0.4667 | 0.6243 | 0.4667 | 0.6831 |
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- | No log | 2.6383 | 248 | 0.4814 | 0.6435 | 0.4814 | 0.6939 |
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- | No log | 2.6596 | 250 | 0.5504 | 0.6265 | 0.5504 | 0.7419 |
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- | No log | 2.6809 | 252 | 0.6320 | 0.5764 | 0.6320 | 0.7950 |
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- | No log | 2.7021 | 254 | 0.7161 | 0.5223 | 0.7161 | 0.8462 |
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- | No log | 2.7234 | 256 | 0.6490 | 0.5502 | 0.6490 | 0.8056 |
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- | No log | 2.7447 | 258 | 0.5328 | 0.6205 | 0.5328 | 0.7299 |
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- | No log | 2.7660 | 260 | 0.4620 | 0.5921 | 0.4620 | 0.6797 |
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- | No log | 2.7872 | 262 | 0.4747 | 0.5926 | 0.4747 | 0.6890 |
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- | No log | 2.8085 | 264 | 0.5623 | 0.5591 | 0.5623 | 0.7499 |
184
- | No log | 2.8298 | 266 | 0.6620 | 0.5159 | 0.6620 | 0.8137 |
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- | No log | 2.8511 | 268 | 0.6399 | 0.5100 | 0.6399 | 0.7999 |
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- | No log | 2.8723 | 270 | 0.5785 | 0.5483 | 0.5785 | 0.7606 |
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- | No log | 2.8936 | 272 | 0.4901 | 0.5813 | 0.4901 | 0.7000 |
188
- | No log | 2.9149 | 274 | 0.5129 | 0.5670 | 0.5129 | 0.7162 |
189
- | No log | 2.9362 | 276 | 0.5279 | 0.5950 | 0.5279 | 0.7266 |
190
- | No log | 2.9574 | 278 | 0.5136 | 0.5563 | 0.5136 | 0.7167 |
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- | No log | 2.9787 | 280 | 0.5914 | 0.5291 | 0.5914 | 0.7690 |
192
- | No log | 3.0 | 282 | 0.7857 | 0.4476 | 0.7857 | 0.8864 |
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- | No log | 3.0213 | 284 | 0.8164 | 0.4335 | 0.8164 | 0.9036 |
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- | No log | 3.0426 | 286 | 0.6855 | 0.4456 | 0.6855 | 0.8279 |
195
- | No log | 3.0638 | 288 | 0.5350 | 0.5002 | 0.5350 | 0.7314 |
196
- | No log | 3.0851 | 290 | 0.4838 | 0.5357 | 0.4838 | 0.6955 |
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- | No log | 3.1064 | 292 | 0.5142 | 0.5846 | 0.5142 | 0.7171 |
198
- | No log | 3.1277 | 294 | 0.5573 | 0.6273 | 0.5573 | 0.7465 |
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- | No log | 3.1489 | 296 | 0.6063 | 0.6183 | 0.6063 | 0.7786 |
200
- | No log | 3.1702 | 298 | 0.6628 | 0.5735 | 0.6628 | 0.8141 |
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- | No log | 3.1915 | 300 | 0.6091 | 0.5782 | 0.6091 | 0.7804 |
202
- | No log | 3.2128 | 302 | 0.4991 | 0.5915 | 0.4991 | 0.7065 |
203
- | No log | 3.2340 | 304 | 0.5330 | 0.5662 | 0.5330 | 0.7301 |
204
- | No log | 3.2553 | 306 | 0.6675 | 0.5491 | 0.6675 | 0.8170 |
205
- | No log | 3.2766 | 308 | 0.7318 | 0.5339 | 0.7318 | 0.8554 |
206
- | No log | 3.2979 | 310 | 0.6797 | 0.5448 | 0.6797 | 0.8245 |
207
- | No log | 3.3191 | 312 | 0.5611 | 0.5808 | 0.5611 | 0.7491 |
208
- | No log | 3.3404 | 314 | 0.4756 | 0.6116 | 0.4756 | 0.6897 |
209
- | No log | 3.3617 | 316 | 0.4734 | 0.6277 | 0.4734 | 0.6880 |
210
- | No log | 3.3830 | 318 | 0.5708 | 0.5625 | 0.5708 | 0.7555 |
211
- | No log | 3.4043 | 320 | 0.7503 | 0.5786 | 0.7503 | 0.8662 |
212
- | No log | 3.4255 | 322 | 0.7682 | 0.5877 | 0.7682 | 0.8765 |
213
- | No log | 3.4468 | 324 | 0.6378 | 0.6063 | 0.6378 | 0.7986 |
214
- | No log | 3.4681 | 326 | 0.4942 | 0.6431 | 0.4942 | 0.7030 |
215
- | No log | 3.4894 | 328 | 0.4967 | 0.6468 | 0.4967 | 0.7048 |
216
- | No log | 3.5106 | 330 | 0.5074 | 0.6598 | 0.5074 | 0.7123 |
217
- | No log | 3.5319 | 332 | 0.5115 | 0.6252 | 0.5115 | 0.7152 |
218
- | No log | 3.5532 | 334 | 0.6148 | 0.5910 | 0.6148 | 0.7841 |
219
- | No log | 3.5745 | 336 | 0.6538 | 0.5824 | 0.6538 | 0.8086 |
220
- | No log | 3.5957 | 338 | 0.5447 | 0.5859 | 0.5447 | 0.7380 |
221
- | No log | 3.6170 | 340 | 0.4669 | 0.6458 | 0.4669 | 0.6833 |
222
- | No log | 3.6383 | 342 | 0.4756 | 0.6520 | 0.4756 | 0.6896 |
223
- | No log | 3.6596 | 344 | 0.4869 | 0.6426 | 0.4869 | 0.6978 |
224
- | No log | 3.6809 | 346 | 0.8507 | 0.5364 | 0.8507 | 0.9223 |
225
- | No log | 3.7021 | 348 | 1.1037 | 0.4661 | 1.1037 | 1.0506 |
226
- | No log | 3.7234 | 350 | 0.9378 | 0.4997 | 0.9378 | 0.9684 |
227
- | No log | 3.7447 | 352 | 0.6046 | 0.5721 | 0.6046 | 0.7775 |
228
- | No log | 3.7660 | 354 | 0.5002 | 0.6551 | 0.5002 | 0.7073 |
229
- | No log | 3.7872 | 356 | 0.4645 | 0.6547 | 0.4645 | 0.6816 |
230
- | No log | 3.8085 | 358 | 0.5192 | 0.6457 | 0.5192 | 0.7205 |
231
- | No log | 3.8298 | 360 | 0.5464 | 0.6579 | 0.5464 | 0.7392 |
232
- | No log | 3.8511 | 362 | 0.5131 | 0.6538 | 0.5131 | 0.7163 |
233
- | No log | 3.8723 | 364 | 0.5333 | 0.6519 | 0.5333 | 0.7303 |
234
- | No log | 3.8936 | 366 | 0.6321 | 0.6126 | 0.6321 | 0.7950 |
235
- | No log | 3.9149 | 368 | 0.7459 | 0.5601 | 0.7459 | 0.8637 |
236
- | No log | 3.9362 | 370 | 0.6076 | 0.5913 | 0.6076 | 0.7795 |
237
- | No log | 3.9574 | 372 | 0.6091 | 0.5768 | 0.6091 | 0.7804 |
238
- | No log | 3.9787 | 374 | 0.6635 | 0.5598 | 0.6635 | 0.8145 |
239
- | No log | 4.0 | 376 | 0.6180 | 0.5476 | 0.6180 | 0.7861 |
240
- | No log | 4.0213 | 378 | 0.6741 | 0.5401 | 0.6741 | 0.8211 |
241
- | No log | 4.0426 | 380 | 0.5356 | 0.5577 | 0.5356 | 0.7318 |
242
- | No log | 4.0638 | 382 | 0.5294 | 0.5816 | 0.5294 | 0.7276 |
243
- | No log | 4.0851 | 384 | 0.5640 | 0.6170 | 0.5640 | 0.7510 |
244
- | No log | 4.1064 | 386 | 0.6740 | 0.5768 | 0.6740 | 0.8210 |
245
- | No log | 4.1277 | 388 | 0.7292 | 0.5809 | 0.7292 | 0.8539 |
246
- | No log | 4.1489 | 390 | 0.6174 | 0.6068 | 0.6174 | 0.7858 |
247
- | No log | 4.1702 | 392 | 0.6401 | 0.6100 | 0.6401 | 0.8000 |
248
- | No log | 4.1915 | 394 | 0.7470 | 0.5937 | 0.7470 | 0.8643 |
249
- | No log | 4.2128 | 396 | 1.0807 | 0.4815 | 1.0807 | 1.0396 |
250
- | No log | 4.2340 | 398 | 1.0329 | 0.4840 | 1.0329 | 1.0163 |
251
- | No log | 4.2553 | 400 | 0.5895 | 0.5979 | 0.5895 | 0.7678 |
252
- | No log | 4.2766 | 402 | 0.4775 | 0.6585 | 0.4775 | 0.6910 |
253
- | No log | 4.2979 | 404 | 0.4457 | 0.6371 | 0.4457 | 0.6676 |
254
- | No log | 4.3191 | 406 | 0.5662 | 0.5755 | 0.5662 | 0.7525 |
255
- | No log | 4.3404 | 408 | 1.0167 | 0.4205 | 1.0167 | 1.0083 |
256
- | No log | 4.3617 | 410 | 1.1826 | 0.3642 | 1.1826 | 1.0875 |
257
- | No log | 4.3830 | 412 | 0.9286 | 0.4288 | 0.9286 | 0.9636 |
258
- | No log | 4.4043 | 414 | 0.5812 | 0.5281 | 0.5812 | 0.7624 |
259
- | No log | 4.4255 | 416 | 0.4636 | 0.5924 | 0.4636 | 0.6808 |
260
- | No log | 4.4468 | 418 | 0.4409 | 0.6376 | 0.4409 | 0.6640 |
261
- | No log | 4.4681 | 420 | 0.5566 | 0.6213 | 0.5566 | 0.7461 |
262
- | No log | 4.4894 | 422 | 0.8202 | 0.5570 | 0.8202 | 0.9056 |
263
- | No log | 4.5106 | 424 | 1.0053 | 0.5049 | 1.0053 | 1.0027 |
264
- | No log | 4.5319 | 426 | 0.8532 | 0.5415 | 0.8532 | 0.9237 |
265
- | No log | 4.5532 | 428 | 0.6191 | 0.6140 | 0.6191 | 0.7868 |
266
- | No log | 4.5745 | 430 | 0.5144 | 0.6393 | 0.5144 | 0.7172 |
267
- | No log | 4.5957 | 432 | 0.5300 | 0.6550 | 0.5300 | 0.7280 |
268
- | No log | 4.6170 | 434 | 0.4765 | 0.6602 | 0.4765 | 0.6903 |
269
- | No log | 4.6383 | 436 | 0.5505 | 0.6026 | 0.5505 | 0.7420 |
270
- | No log | 4.6596 | 438 | 0.7048 | 0.5460 | 0.7048 | 0.8395 |
271
- | No log | 4.6809 | 440 | 0.6904 | 0.5472 | 0.6904 | 0.8309 |
272
- | No log | 4.7021 | 442 | 0.5538 | 0.5889 | 0.5538 | 0.7441 |
273
- | No log | 4.7234 | 444 | 0.4978 | 0.5896 | 0.4978 | 0.7055 |
274
- | No log | 4.7447 | 446 | 0.5456 | 0.5940 | 0.5456 | 0.7386 |
275
- | No log | 4.7660 | 448 | 0.5997 | 0.5860 | 0.5997 | 0.7744 |
276
- | No log | 4.7872 | 450 | 0.7598 | 0.5389 | 0.7598 | 0.8717 |
277
- | No log | 4.8085 | 452 | 0.6954 | 0.5720 | 0.6954 | 0.8339 |
278
- | No log | 4.8298 | 454 | 0.5533 | 0.6094 | 0.5533 | 0.7438 |
279
- | No log | 4.8511 | 456 | 0.4938 | 0.6749 | 0.4938 | 0.7027 |
280
- | No log | 4.8723 | 458 | 0.5801 | 0.6148 | 0.5801 | 0.7617 |
281
- | No log | 4.8936 | 460 | 0.7869 | 0.5193 | 0.7869 | 0.8871 |
282
- | No log | 4.9149 | 462 | 0.9379 | 0.4804 | 0.9379 | 0.9685 |
283
- | No log | 4.9362 | 464 | 0.7583 | 0.5549 | 0.7583 | 0.8708 |
284
- | No log | 4.9574 | 466 | 0.4390 | 0.6912 | 0.4390 | 0.6626 |
285
- | No log | 4.9787 | 468 | 0.4065 | 0.7169 | 0.4065 | 0.6376 |
286
- | No log | 5.0 | 470 | 0.4528 | 0.6800 | 0.4528 | 0.6729 |
287
- | No log | 5.0213 | 472 | 0.5929 | 0.6327 | 0.5929 | 0.7700 |
288
- | No log | 5.0426 | 474 | 0.8274 | 0.5566 | 0.8274 | 0.9096 |
289
- | No log | 5.0638 | 476 | 0.7658 | 0.5627 | 0.7658 | 0.8751 |
290
- | No log | 5.0851 | 478 | 0.5419 | 0.6300 | 0.5419 | 0.7361 |
291
- | No log | 5.1064 | 480 | 0.4544 | 0.6528 | 0.4544 | 0.6741 |
292
- | No log | 5.1277 | 482 | 0.4983 | 0.6548 | 0.4983 | 0.7059 |
293
- | No log | 5.1489 | 484 | 0.6572 | 0.5786 | 0.6572 | 0.8107 |
294
- | No log | 5.1702 | 486 | 0.7528 | 0.5532 | 0.7528 | 0.8677 |
295
- | No log | 5.1915 | 488 | 0.6250 | 0.6076 | 0.6250 | 0.7906 |
296
- | No log | 5.2128 | 490 | 0.5689 | 0.6111 | 0.5689 | 0.7543 |
297
- | No log | 5.2340 | 492 | 0.5734 | 0.6240 | 0.5734 | 0.7572 |
298
- | No log | 5.2553 | 494 | 0.6084 | 0.6073 | 0.6084 | 0.7800 |
299
- | No log | 5.2766 | 496 | 0.5636 | 0.6231 | 0.5636 | 0.7508 |
300
- | No log | 5.2979 | 498 | 0.7039 | 0.6077 | 0.7039 | 0.8390 |
301
- | 0.4781 | 5.3191 | 500 | 0.7077 | 0.5950 | 0.7077 | 0.8412 |
302
- | 0.4781 | 5.3404 | 502 | 0.5091 | 0.6616 | 0.5091 | 0.7135 |
303
- | 0.4781 | 5.3617 | 504 | 0.5030 | 0.6625 | 0.5030 | 0.7093 |
304
- | 0.4781 | 5.3830 | 506 | 0.6449 | 0.6344 | 0.6449 | 0.8031 |
305
- | 0.4781 | 5.4043 | 508 | 0.7133 | 0.5526 | 0.7133 | 0.8445 |
306
- | 0.4781 | 5.4255 | 510 | 0.7317 | 0.5510 | 0.7317 | 0.8554 |
307
- | 0.4781 | 5.4468 | 512 | 0.5532 | 0.6279 | 0.5532 | 0.7438 |
308
- | 0.4781 | 5.4681 | 514 | 0.4913 | 0.6515 | 0.4913 | 0.7009 |
309
- | 0.4781 | 5.4894 | 516 | 0.5698 | 0.6292 | 0.5698 | 0.7549 |
310
- | 0.4781 | 5.5106 | 518 | 0.8520 | 0.4823 | 0.8520 | 0.9230 |
311
- | 0.4781 | 5.5319 | 520 | 0.9721 | 0.4662 | 0.9721 | 0.9859 |
312
- | 0.4781 | 5.5532 | 522 | 0.7515 | 0.5300 | 0.7515 | 0.8669 |
313
- | 0.4781 | 5.5745 | 524 | 0.4886 | 0.6098 | 0.4886 | 0.6990 |
314
- | 0.4781 | 5.5957 | 526 | 0.4456 | 0.6068 | 0.4456 | 0.6675 |
315
- | 0.4781 | 5.6170 | 528 | 0.5031 | 0.5992 | 0.5031 | 0.7093 |
316
- | 0.4781 | 5.6383 | 530 | 0.6047 | 0.5820 | 0.6047 | 0.7776 |
317
- | 0.4781 | 5.6596 | 532 | 0.5962 | 0.6149 | 0.5962 | 0.7722 |
318
- | 0.4781 | 5.6809 | 534 | 0.4947 | 0.6325 | 0.4947 | 0.7033 |
319
- | 0.4781 | 5.7021 | 536 | 0.4843 | 0.6507 | 0.4843 | 0.6959 |
320
- | 0.4781 | 5.7234 | 538 | 0.4908 | 0.6501 | 0.4908 | 0.7006 |
321
- | 0.4781 | 5.7447 | 540 | 0.5816 | 0.6079 | 0.5816 | 0.7626 |
322
- | 0.4781 | 5.7660 | 542 | 0.6535 | 0.5816 | 0.6535 | 0.8084 |
323
- | 0.4781 | 5.7872 | 544 | 0.7210 | 0.5498 | 0.7210 | 0.8491 |
324
- | 0.4781 | 5.8085 | 546 | 0.7455 | 0.5363 | 0.7455 | 0.8634 |
325
- | 0.4781 | 5.8298 | 548 | 0.6788 | 0.5820 | 0.6788 | 0.8239 |
326
- | 0.4781 | 5.8511 | 550 | 0.6233 | 0.5953 | 0.6233 | 0.7895 |
327
- | 0.4781 | 5.8723 | 552 | 0.7581 | 0.5695 | 0.7581 | 0.8707 |
328
- | 0.4781 | 5.8936 | 554 | 0.7169 | 0.5759 | 0.7169 | 0.8467 |
329
- | 0.4781 | 5.9149 | 556 | 0.6104 | 0.6048 | 0.6104 | 0.7813 |
330
- | 0.4781 | 5.9362 | 558 | 0.5378 | 0.6467 | 0.5378 | 0.7334 |
331
- | 0.4781 | 5.9574 | 560 | 0.6047 | 0.5969 | 0.6047 | 0.7776 |
332
- | 0.4781 | 5.9787 | 562 | 0.6658 | 0.5781 | 0.6658 | 0.8160 |
333
- | 0.4781 | 6.0 | 564 | 0.7321 | 0.5401 | 0.7321 | 0.8556 |
334
- | 0.4781 | 6.0213 | 566 | 0.6668 | 0.5544 | 0.6668 | 0.8166 |
335
- | 0.4781 | 6.0426 | 568 | 0.5762 | 0.6165 | 0.5762 | 0.7591 |
336
- | 0.4781 | 6.0638 | 570 | 0.5444 | 0.6406 | 0.5444 | 0.7379 |
337
- | 0.4781 | 6.0851 | 572 | 0.5151 | 0.6532 | 0.5151 | 0.7177 |
338
- | 0.4781 | 6.1064 | 574 | 0.5535 | 0.6302 | 0.5535 | 0.7440 |
339
- | 0.4781 | 6.1277 | 576 | 0.5859 | 0.6260 | 0.5859 | 0.7655 |
340
- | 0.4781 | 6.1489 | 578 | 0.6133 | 0.6283 | 0.6134 | 0.7832 |
341
- | 0.4781 | 6.1702 | 580 | 0.6852 | 0.6321 | 0.6852 | 0.8278 |
342
- | 0.4781 | 6.1915 | 582 | 0.7301 | 0.6108 | 0.7301 | 0.8545 |
343
- | 0.4781 | 6.2128 | 584 | 0.7238 | 0.5984 | 0.7238 | 0.8507 |
344
- | 0.4781 | 6.2340 | 586 | 0.8828 | 0.5445 | 0.8828 | 0.9396 |
345
- | 0.4781 | 6.2553 | 588 | 0.7221 | 0.5682 | 0.7221 | 0.8498 |
346
- | 0.4781 | 6.2766 | 590 | 0.4986 | 0.6037 | 0.4986 | 0.7061 |
347
- | 0.4781 | 6.2979 | 592 | 0.4465 | 0.6193 | 0.4465 | 0.6682 |
348
- | 0.4781 | 6.3191 | 594 | 0.4900 | 0.5943 | 0.4900 | 0.7000 |
349
- | 0.4781 | 6.3404 | 596 | 0.5734 | 0.5730 | 0.5734 | 0.7572 |
350
- | 0.4781 | 6.3617 | 598 | 0.5842 | 0.5819 | 0.5842 | 0.7643 |
351
- | 0.4781 | 6.3830 | 600 | 0.5743 | 0.6145 | 0.5743 | 0.7578 |
352
- | 0.4781 | 6.4043 | 602 | 0.5544 | 0.6533 | 0.5544 | 0.7446 |
353
- | 0.4781 | 6.4255 | 604 | 0.4883 | 0.6327 | 0.4883 | 0.6988 |
354
- | 0.4781 | 6.4468 | 606 | 0.5479 | 0.6479 | 0.5479 | 0.7402 |
355
- | 0.4781 | 6.4681 | 608 | 0.6360 | 0.6151 | 0.6360 | 0.7975 |
356
- | 0.4781 | 6.4894 | 610 | 0.5986 | 0.5933 | 0.5986 | 0.7737 |
357
- | 0.4781 | 6.5106 | 612 | 0.4824 | 0.6269 | 0.4824 | 0.6945 |
358
- | 0.4781 | 6.5319 | 614 | 0.4935 | 0.6102 | 0.4935 | 0.7025 |
359
- | 0.4781 | 6.5532 | 616 | 0.7140 | 0.5452 | 0.7140 | 0.8450 |
360
- | 0.4781 | 6.5745 | 618 | 0.8646 | 0.5111 | 0.8646 | 0.9298 |
361
- | 0.4781 | 6.5957 | 620 | 0.6788 | 0.5710 | 0.6788 | 0.8239 |
362
- | 0.4781 | 6.6170 | 622 | 0.4876 | 0.6263 | 0.4876 | 0.6983 |
363
- | 0.4781 | 6.6383 | 624 | 0.4792 | 0.6318 | 0.4792 | 0.6922 |
364
- | 0.4781 | 6.6596 | 626 | 0.5651 | 0.5991 | 0.5651 | 0.7517 |
365
- | 0.4781 | 6.6809 | 628 | 0.7456 | 0.5545 | 0.7456 | 0.8635 |
366
- | 0.4781 | 6.7021 | 630 | 0.9130 | 0.4915 | 0.9130 | 0.9555 |
367
- | 0.4781 | 6.7234 | 632 | 0.8689 | 0.5012 | 0.8689 | 0.9321 |
368
- | 0.4781 | 6.7447 | 634 | 0.5897 | 0.5658 | 0.5897 | 0.7679 |
369
- | 0.4781 | 6.7660 | 636 | 0.4993 | 0.5835 | 0.4993 | 0.7066 |
370
 
371
 
372
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask2_style
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_style
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: 0.5070
19
+ - Qwk: 0.5876
20
+ - Mse: 0.5070
21
+ - Rmse: 0.7121
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0213 | 2 | 3.7204 | 0.0266 | 3.7204 | 1.9288 |
53
+ | No log | 0.0426 | 4 | 2.7978 | 0.0386 | 2.7978 | 1.6727 |
54
+ | No log | 0.0638 | 6 | 1.1891 | 0.1293 | 1.1891 | 1.0905 |
55
+ | No log | 0.0851 | 8 | 0.6163 | 0.3347 | 0.6163 | 0.7851 |
56
+ | No log | 0.1064 | 10 | 0.7672 | 0.1045 | 0.7672 | 0.8759 |
57
+ | No log | 0.1277 | 12 | 0.7503 | 0.1488 | 0.7503 | 0.8662 |
58
+ | No log | 0.1489 | 14 | 0.6529 | 0.2807 | 0.6529 | 0.8080 |
59
+ | No log | 0.1702 | 16 | 0.6211 | 0.4197 | 0.6211 | 0.7881 |
60
+ | No log | 0.1915 | 18 | 0.5747 | 0.4828 | 0.5747 | 0.7581 |
61
+ | No log | 0.2128 | 20 | 0.5579 | 0.4842 | 0.5579 | 0.7470 |
62
+ | No log | 0.2340 | 22 | 0.6349 | 0.4219 | 0.6349 | 0.7968 |
63
+ | No log | 0.2553 | 24 | 0.6046 | 0.3709 | 0.6046 | 0.7775 |
64
+ | No log | 0.2766 | 26 | 0.5573 | 0.4521 | 0.5573 | 0.7465 |
65
+ | No log | 0.2979 | 28 | 0.4811 | 0.5304 | 0.4811 | 0.6936 |
66
+ | No log | 0.3191 | 30 | 0.4795 | 0.5014 | 0.4795 | 0.6924 |
67
+ | No log | 0.3404 | 32 | 0.4736 | 0.5088 | 0.4736 | 0.6882 |
68
+ | No log | 0.3617 | 34 | 0.4783 | 0.5030 | 0.4783 | 0.6916 |
69
+ | No log | 0.3830 | 36 | 0.4733 | 0.4722 | 0.4733 | 0.6879 |
70
+ | No log | 0.4043 | 38 | 0.5547 | 0.3726 | 0.5547 | 0.7448 |
71
+ | No log | 0.4255 | 40 | 0.6035 | 0.3099 | 0.6035 | 0.7768 |
72
+ | No log | 0.4468 | 42 | 0.7365 | 0.1975 | 0.7365 | 0.8582 |
73
+ | No log | 0.4681 | 44 | 0.7888 | 0.1334 | 0.7888 | 0.8881 |
74
+ | No log | 0.4894 | 46 | 0.7687 | 0.1519 | 0.7687 | 0.8768 |
75
+ | No log | 0.5106 | 48 | 0.6884 | 0.2542 | 0.6884 | 0.8297 |
76
+ | No log | 0.5319 | 50 | 0.5303 | 0.3747 | 0.5303 | 0.7282 |
77
+ | No log | 0.5532 | 52 | 0.4630 | 0.5222 | 0.4630 | 0.6804 |
78
+ | No log | 0.5745 | 54 | 0.4749 | 0.5715 | 0.4749 | 0.6891 |
79
+ | No log | 0.5957 | 56 | 0.4511 | 0.5760 | 0.4511 | 0.6717 |
80
+ | No log | 0.6170 | 58 | 0.5164 | 0.5367 | 0.5164 | 0.7186 |
81
+ | No log | 0.6383 | 60 | 0.7207 | 0.1337 | 0.7207 | 0.8490 |
82
+ | No log | 0.6596 | 62 | 0.7457 | 0.0698 | 0.7457 | 0.8635 |
83
+ | No log | 0.6809 | 64 | 0.5740 | 0.3800 | 0.5740 | 0.7576 |
84
+ | No log | 0.7021 | 66 | 0.4494 | 0.5451 | 0.4494 | 0.6704 |
85
+ | No log | 0.7234 | 68 | 0.4235 | 0.5805 | 0.4235 | 0.6508 |
86
+ | No log | 0.7447 | 70 | 0.4372 | 0.5801 | 0.4372 | 0.6612 |
87
+ | No log | 0.7660 | 72 | 0.4908 | 0.5666 | 0.4908 | 0.7006 |
88
+ | No log | 0.7872 | 74 | 0.5745 | 0.5636 | 0.5745 | 0.7579 |
89
+ | No log | 0.8085 | 76 | 0.7250 | 0.4962 | 0.7250 | 0.8515 |
90
+ | No log | 0.8298 | 78 | 0.7346 | 0.5022 | 0.7346 | 0.8571 |
91
+ | No log | 0.8511 | 80 | 0.5671 | 0.5375 | 0.5671 | 0.7530 |
92
+ | No log | 0.8723 | 82 | 0.4204 | 0.6118 | 0.4204 | 0.6484 |
93
+ | No log | 0.8936 | 84 | 0.4118 | 0.6546 | 0.4118 | 0.6417 |
94
+ | No log | 0.9149 | 86 | 0.4549 | 0.6058 | 0.4549 | 0.6745 |
95
+ | No log | 0.9362 | 88 | 0.5741 | 0.5467 | 0.5741 | 0.7577 |
96
+ | No log | 0.9574 | 90 | 0.6135 | 0.5415 | 0.6135 | 0.7833 |
97
+ | No log | 0.9787 | 92 | 0.5457 | 0.5764 | 0.5457 | 0.7387 |
98
+ | No log | 1.0 | 94 | 0.4709 | 0.6539 | 0.4709 | 0.6862 |
99
+ | No log | 1.0213 | 96 | 0.4406 | 0.6480 | 0.4406 | 0.6638 |
100
+ | No log | 1.0426 | 98 | 0.4732 | 0.6548 | 0.4732 | 0.6879 |
101
+ | No log | 1.0638 | 100 | 0.5617 | 0.5800 | 0.5617 | 0.7495 |
102
+ | No log | 1.0851 | 102 | 0.6388 | 0.5480 | 0.6388 | 0.7993 |
103
+ | No log | 1.1064 | 104 | 0.7549 | 0.4955 | 0.7549 | 0.8689 |
104
+ | No log | 1.1277 | 106 | 0.8081 | 0.4800 | 0.8081 | 0.8989 |
105
+ | No log | 1.1489 | 108 | 0.7216 | 0.4676 | 0.7216 | 0.8495 |
106
+ | No log | 1.1702 | 110 | 0.5091 | 0.5241 | 0.5091 | 0.7135 |
107
+ | No log | 1.1915 | 112 | 0.3850 | 0.6229 | 0.3850 | 0.6205 |
108
+ | No log | 1.2128 | 114 | 0.3878 | 0.6374 | 0.3878 | 0.6227 |
109
+ | No log | 1.2340 | 116 | 0.4004 | 0.5822 | 0.4004 | 0.6327 |
110
+ | No log | 1.2553 | 118 | 0.4842 | 0.4500 | 0.4842 | 0.6959 |
111
+ | No log | 1.2766 | 120 | 0.6117 | 0.3872 | 0.6117 | 0.7821 |
112
+ | No log | 1.2979 | 122 | 0.6379 | 0.3872 | 0.6379 | 0.7987 |
113
+ | No log | 1.3191 | 124 | 0.5915 | 0.4408 | 0.5915 | 0.7691 |
114
+ | No log | 1.3404 | 126 | 0.4770 | 0.5779 | 0.4770 | 0.6907 |
115
+ | No log | 1.3617 | 128 | 0.4692 | 0.6156 | 0.4692 | 0.6850 |
116
+ | No log | 1.3830 | 130 | 0.6005 | 0.5766 | 0.6005 | 0.7749 |
117
+ | No log | 1.4043 | 132 | 0.4989 | 0.6088 | 0.4989 | 0.7063 |
118
+ | No log | 1.4255 | 134 | 0.4134 | 0.6009 | 0.4134 | 0.6429 |
119
+ | No log | 1.4468 | 136 | 0.4951 | 0.4797 | 0.4951 | 0.7036 |
120
+ | No log | 1.4681 | 138 | 0.5664 | 0.4048 | 0.5664 | 0.7526 |
121
+ | No log | 1.4894 | 140 | 0.5489 | 0.4106 | 0.5489 | 0.7409 |
122
+ | No log | 1.5106 | 142 | 0.4772 | 0.5133 | 0.4772 | 0.6908 |
123
+ | No log | 1.5319 | 144 | 0.4210 | 0.6038 | 0.4210 | 0.6488 |
124
+ | No log | 1.5532 | 146 | 0.4301 | 0.6022 | 0.4301 | 0.6558 |
125
+ | No log | 1.5745 | 148 | 0.4520 | 0.6337 | 0.4520 | 0.6723 |
126
+ | No log | 1.5957 | 150 | 0.5077 | 0.6346 | 0.5077 | 0.7125 |
127
+ | No log | 1.6170 | 152 | 0.5407 | 0.6305 | 0.5407 | 0.7353 |
128
+ | No log | 1.6383 | 154 | 0.5495 | 0.6117 | 0.5495 | 0.7413 |
129
+ | No log | 1.6596 | 156 | 0.4711 | 0.5976 | 0.4711 | 0.6863 |
130
+ | No log | 1.6809 | 158 | 0.4052 | 0.5863 | 0.4052 | 0.6365 |
131
+ | No log | 1.7021 | 160 | 0.3964 | 0.5967 | 0.3964 | 0.6296 |
132
+ | No log | 1.7234 | 162 | 0.4397 | 0.6067 | 0.4397 | 0.6631 |
133
+ | No log | 1.7447 | 164 | 0.4495 | 0.6002 | 0.4495 | 0.6705 |
134
+ | No log | 1.7660 | 166 | 0.4127 | 0.6097 | 0.4127 | 0.6424 |
135
+ | No log | 1.7872 | 168 | 0.4227 | 0.6381 | 0.4227 | 0.6502 |
136
+ | No log | 1.8085 | 170 | 0.4330 | 0.6120 | 0.4330 | 0.6580 |
137
+ | No log | 1.8298 | 172 | 0.4648 | 0.6096 | 0.4648 | 0.6817 |
138
+ | No log | 1.8511 | 174 | 0.6112 | 0.5718 | 0.6112 | 0.7818 |
139
+ | No log | 1.8723 | 176 | 0.7205 | 0.5159 | 0.7205 | 0.8488 |
140
+ | No log | 1.8936 | 178 | 0.8977 | 0.4292 | 0.8977 | 0.9475 |
141
+ | No log | 1.9149 | 180 | 0.9416 | 0.4144 | 0.9416 | 0.9704 |
142
+ | No log | 1.9362 | 182 | 0.8258 | 0.4938 | 0.8258 | 0.9088 |
143
+ | No log | 1.9574 | 184 | 0.6293 | 0.5676 | 0.6293 | 0.7933 |
144
+ | No log | 1.9787 | 186 | 0.4060 | 0.6315 | 0.4060 | 0.6372 |
145
+ | No log | 2.0 | 188 | 0.3900 | 0.6812 | 0.3900 | 0.6245 |
146
+ | No log | 2.0213 | 190 | 0.3909 | 0.6389 | 0.3909 | 0.6252 |
147
+ | No log | 2.0426 | 192 | 0.5262 | 0.5417 | 0.5262 | 0.7254 |
148
+ | No log | 2.0638 | 194 | 0.4990 | 0.5546 | 0.4990 | 0.7064 |
149
+ | No log | 2.0851 | 196 | 0.4023 | 0.5996 | 0.4023 | 0.6343 |
150
+ | No log | 2.1064 | 198 | 0.3880 | 0.6344 | 0.3880 | 0.6229 |
151
+ | No log | 2.1277 | 200 | 0.3915 | 0.6028 | 0.3915 | 0.6257 |
152
+ | No log | 2.1489 | 202 | 0.4802 | 0.5639 | 0.4802 | 0.6930 |
153
+ | No log | 2.1702 | 204 | 0.5257 | 0.5819 | 0.5257 | 0.7251 |
154
+ | No log | 2.1915 | 206 | 0.4264 | 0.5904 | 0.4264 | 0.6530 |
155
+ | No log | 2.2128 | 208 | 0.4337 | 0.6301 | 0.4337 | 0.6586 |
156
+ | No log | 2.2340 | 210 | 0.6026 | 0.5633 | 0.6026 | 0.7763 |
157
+ | No log | 2.2553 | 212 | 0.8583 | 0.4885 | 0.8583 | 0.9264 |
158
+ | No log | 2.2766 | 214 | 0.8020 | 0.5266 | 0.8020 | 0.8955 |
159
+ | No log | 2.2979 | 216 | 0.5803 | 0.6053 | 0.5803 | 0.7618 |
160
+ | No log | 2.3191 | 218 | 0.4590 | 0.6534 | 0.4590 | 0.6775 |
161
+ | No log | 2.3404 | 220 | 0.4656 | 0.6592 | 0.4656 | 0.6823 |
162
+ | No log | 2.3617 | 222 | 0.5785 | 0.5673 | 0.5785 | 0.7606 |
163
+ | No log | 2.3830 | 224 | 0.6688 | 0.4474 | 0.6688 | 0.8178 |
164
+ | No log | 2.4043 | 226 | 0.6556 | 0.4453 | 0.6556 | 0.8097 |
165
+ | No log | 2.4255 | 228 | 0.5727 | 0.4596 | 0.5727 | 0.7568 |
166
+ | No log | 2.4468 | 230 | 0.4235 | 0.5907 | 0.4235 | 0.6508 |
167
+ | No log | 2.4681 | 232 | 0.4018 | 0.6144 | 0.4018 | 0.6339 |
168
+ | No log | 2.4894 | 234 | 0.4174 | 0.6132 | 0.4174 | 0.6461 |
169
+ | No log | 2.5106 | 236 | 0.3963 | 0.6664 | 0.3963 | 0.6295 |
170
+ | No log | 2.5319 | 238 | 0.5067 | 0.6360 | 0.5067 | 0.7119 |
171
+ | No log | 2.5532 | 240 | 0.6720 | 0.5078 | 0.6720 | 0.8198 |
172
+ | No log | 2.5745 | 242 | 0.7034 | 0.5072 | 0.7034 | 0.8387 |
173
+ | No log | 2.5957 | 244 | 0.5401 | 0.5908 | 0.5401 | 0.7349 |
174
+ | No log | 2.6170 | 246 | 0.3934 | 0.6430 | 0.3934 | 0.6272 |
175
+ | No log | 2.6383 | 248 | 0.3923 | 0.6427 | 0.3923 | 0.6264 |
176
+ | No log | 2.6596 | 250 | 0.4575 | 0.6287 | 0.4575 | 0.6764 |
177
+ | No log | 2.6809 | 252 | 0.4848 | 0.6046 | 0.4848 | 0.6963 |
178
+ | No log | 2.7021 | 254 | 0.5784 | 0.6014 | 0.5784 | 0.7605 |
179
+ | No log | 2.7234 | 256 | 0.6490 | 0.5743 | 0.6490 | 0.8056 |
180
+ | No log | 2.7447 | 258 | 0.7010 | 0.5466 | 0.7010 | 0.8372 |
181
+ | No log | 2.7660 | 260 | 0.6070 | 0.5923 | 0.6070 | 0.7791 |
182
+ | No log | 2.7872 | 262 | 0.4685 | 0.6435 | 0.4685 | 0.6845 |
183
+ | No log | 2.8085 | 264 | 0.4882 | 0.6391 | 0.4882 | 0.6987 |
184
+ | No log | 2.8298 | 266 | 0.6881 | 0.5382 | 0.6881 | 0.8295 |
185
+ | No log | 2.8511 | 268 | 0.7501 | 0.5211 | 0.7501 | 0.8661 |
186
+ | No log | 2.8723 | 270 | 0.5829 | 0.5716 | 0.5829 | 0.7635 |
187
+ | No log | 2.8936 | 272 | 0.3984 | 0.6438 | 0.3984 | 0.6312 |
188
+ | No log | 2.9149 | 274 | 0.3876 | 0.6469 | 0.3876 | 0.6226 |
189
+ | No log | 2.9362 | 276 | 0.3767 | 0.6742 | 0.3767 | 0.6137 |
190
+ | No log | 2.9574 | 278 | 0.4345 | 0.6367 | 0.4345 | 0.6591 |
191
+ | No log | 2.9787 | 280 | 0.7209 | 0.4572 | 0.7209 | 0.8491 |
192
+ | No log | 3.0 | 282 | 0.9757 | 0.3512 | 0.9757 | 0.9878 |
193
+ | No log | 3.0213 | 284 | 0.9757 | 0.3336 | 0.9757 | 0.9878 |
194
+ | No log | 3.0426 | 286 | 0.8074 | 0.3235 | 0.8074 | 0.8985 |
195
+ | No log | 3.0638 | 288 | 0.6072 | 0.4569 | 0.6072 | 0.7793 |
196
+ | No log | 3.0851 | 290 | 0.4221 | 0.5614 | 0.4221 | 0.6497 |
197
+ | No log | 3.1064 | 292 | 0.3809 | 0.6887 | 0.3809 | 0.6172 |
198
+ | No log | 3.1277 | 294 | 0.4099 | 0.6366 | 0.4099 | 0.6403 |
199
+ | No log | 3.1489 | 296 | 0.5706 | 0.5777 | 0.5706 | 0.7554 |
200
+ | No log | 3.1702 | 298 | 0.6450 | 0.5658 | 0.6450 | 0.8031 |
201
+ | No log | 3.1915 | 300 | 0.6043 | 0.5731 | 0.6043 | 0.7774 |
202
+ | No log | 3.2128 | 302 | 0.4893 | 0.6319 | 0.4893 | 0.6995 |
203
+ | No log | 3.2340 | 304 | 0.5062 | 0.6347 | 0.5062 | 0.7115 |
204
+ | No log | 3.2553 | 306 | 0.5452 | 0.6328 | 0.5452 | 0.7384 |
205
+ | No log | 3.2766 | 308 | 0.5000 | 0.6523 | 0.5000 | 0.7071 |
206
+ | No log | 3.2979 | 310 | 0.4749 | 0.6185 | 0.4749 | 0.6891 |
207
+ | No log | 3.3191 | 312 | 0.4188 | 0.6313 | 0.4188 | 0.6472 |
208
+ | No log | 3.3404 | 314 | 0.4317 | 0.6197 | 0.4317 | 0.6570 |
209
+ | No log | 3.3617 | 316 | 0.5480 | 0.5608 | 0.5480 | 0.7402 |
210
+ | No log | 3.3830 | 318 | 0.5784 | 0.5679 | 0.5784 | 0.7605 |
211
+ | No log | 3.4043 | 320 | 0.5196 | 0.6015 | 0.5196 | 0.7209 |
212
+ | No log | 3.4255 | 322 | 0.5270 | 0.6028 | 0.5270 | 0.7259 |
213
+ | No log | 3.4468 | 324 | 0.5854 | 0.5824 | 0.5854 | 0.7651 |
214
+ | No log | 3.4681 | 326 | 0.5958 | 0.5722 | 0.5958 | 0.7719 |
215
+ | No log | 3.4894 | 328 | 0.6262 | 0.5791 | 0.6262 | 0.7913 |
216
+ | No log | 3.5106 | 330 | 0.5834 | 0.5904 | 0.5834 | 0.7638 |
217
+ | No log | 3.5319 | 332 | 0.4924 | 0.5941 | 0.4924 | 0.7017 |
218
+ | No log | 3.5532 | 334 | 0.4483 | 0.6107 | 0.4483 | 0.6696 |
219
+ | No log | 3.5745 | 336 | 0.4482 | 0.6009 | 0.4482 | 0.6695 |
220
+ | No log | 3.5957 | 338 | 0.4460 | 0.5957 | 0.4460 | 0.6678 |
221
+ | No log | 3.6170 | 340 | 0.4058 | 0.6208 | 0.4058 | 0.6370 |
222
+ | No log | 3.6383 | 342 | 0.4136 | 0.6332 | 0.4136 | 0.6432 |
223
+ | No log | 3.6596 | 344 | 0.4863 | 0.5878 | 0.4863 | 0.6974 |
224
+ | No log | 3.6809 | 346 | 0.9114 | 0.4930 | 0.9114 | 0.9547 |
225
+ | No log | 3.7021 | 348 | 1.1743 | 0.4017 | 1.1743 | 1.0837 |
226
+ | No log | 3.7234 | 350 | 0.9683 | 0.4817 | 0.9683 | 0.9840 |
227
+ | No log | 3.7447 | 352 | 0.5474 | 0.6104 | 0.5474 | 0.7399 |
228
+ | No log | 3.7660 | 354 | 0.4390 | 0.6722 | 0.4390 | 0.6626 |
229
+ | No log | 3.7872 | 356 | 0.4385 | 0.6759 | 0.4385 | 0.6622 |
230
+ | No log | 3.8085 | 358 | 0.5006 | 0.6037 | 0.5006 | 0.7075 |
231
+ | No log | 3.8298 | 360 | 0.6809 | 0.5460 | 0.6809 | 0.8252 |
232
+ | No log | 3.8511 | 362 | 0.6863 | 0.5423 | 0.6863 | 0.8284 |
233
+ | No log | 3.8723 | 364 | 0.5955 | 0.5838 | 0.5955 | 0.7717 |
234
+ | No log | 3.8936 | 366 | 0.5050 | 0.6169 | 0.5050 | 0.7106 |
235
+ | No log | 3.9149 | 368 | 0.5167 | 0.5967 | 0.5167 | 0.7188 |
236
+ | No log | 3.9362 | 370 | 0.4835 | 0.6109 | 0.4835 | 0.6953 |
237
+ | No log | 3.9574 | 372 | 0.6771 | 0.5413 | 0.6771 | 0.8229 |
238
+ | No log | 3.9787 | 374 | 1.0150 | 0.4424 | 1.0150 | 1.0075 |
239
+ | No log | 4.0 | 376 | 1.1965 | 0.3479 | 1.1965 | 1.0939 |
240
+ | No log | 4.0213 | 378 | 1.1475 | 0.3705 | 1.1475 | 1.0712 |
241
+ | No log | 4.0426 | 380 | 0.7832 | 0.5001 | 0.7832 | 0.8850 |
242
+ | No log | 4.0638 | 382 | 0.4177 | 0.6508 | 0.4177 | 0.6463 |
243
+ | No log | 4.0851 | 384 | 0.4121 | 0.6304 | 0.4121 | 0.6420 |
244
+ | No log | 4.1064 | 386 | 0.3978 | 0.6453 | 0.3978 | 0.6307 |
245
+ | No log | 4.1277 | 388 | 0.4994 | 0.5804 | 0.4994 | 0.7067 |
246
+ | No log | 4.1489 | 390 | 0.6198 | 0.5233 | 0.6198 | 0.7873 |
247
+ | No log | 4.1702 | 392 | 0.7567 | 0.4539 | 0.7567 | 0.8699 |
248
+ | No log | 4.1915 | 394 | 0.6999 | 0.4617 | 0.6999 | 0.8366 |
249
+ | No log | 4.2128 | 396 | 0.5602 | 0.5433 | 0.5602 | 0.7485 |
250
+ | No log | 4.2340 | 398 | 0.4428 | 0.6687 | 0.4428 | 0.6654 |
251
+ | No log | 4.2553 | 400 | 0.4561 | 0.6579 | 0.4561 | 0.6754 |
252
+ | No log | 4.2766 | 402 | 0.6089 | 0.5550 | 0.6089 | 0.7803 |
253
+ | No log | 4.2979 | 404 | 0.8888 | 0.4757 | 0.8888 | 0.9427 |
254
+ | No log | 4.3191 | 406 | 0.8513 | 0.4902 | 0.8513 | 0.9227 |
255
+ | No log | 4.3404 | 408 | 0.5936 | 0.5876 | 0.5936 | 0.7705 |
256
+ | No log | 4.3617 | 410 | 0.5613 | 0.5794 | 0.5613 | 0.7492 |
257
+ | No log | 4.3830 | 412 | 0.5650 | 0.5845 | 0.5650 | 0.7516 |
258
+ | No log | 4.4043 | 414 | 0.5855 | 0.5845 | 0.5855 | 0.7652 |
259
+ | No log | 4.4255 | 416 | 0.6368 | 0.5635 | 0.6368 | 0.7980 |
260
+ | No log | 4.4468 | 418 | 0.6365 | 0.5506 | 0.6365 | 0.7978 |
261
+ | No log | 4.4681 | 420 | 0.5937 | 0.5576 | 0.5937 | 0.7705 |
262
+ | No log | 4.4894 | 422 | 0.5550 | 0.5844 | 0.5550 | 0.7450 |
263
+ | No log | 4.5106 | 424 | 0.5010 | 0.5932 | 0.5010 | 0.7078 |
264
+ | No log | 4.5319 | 426 | 0.4179 | 0.6356 | 0.4179 | 0.6465 |
265
+ | No log | 4.5532 | 428 | 0.4123 | 0.6324 | 0.4123 | 0.6421 |
266
+ | No log | 4.5745 | 430 | 0.3973 | 0.6516 | 0.3973 | 0.6303 |
267
+ | No log | 4.5957 | 432 | 0.3915 | 0.6600 | 0.3915 | 0.6257 |
268
+ | No log | 4.6170 | 434 | 0.4191 | 0.6556 | 0.4191 | 0.6474 |
269
+ | No log | 4.6383 | 436 | 0.5400 | 0.6279 | 0.5400 | 0.7349 |
270
+ | No log | 4.6596 | 438 | 0.6609 | 0.5741 | 0.6609 | 0.8129 |
271
+ | No log | 4.6809 | 440 | 0.5804 | 0.5946 | 0.5804 | 0.7619 |
272
+ | No log | 4.7021 | 442 | 0.5201 | 0.6101 | 0.5201 | 0.7212 |
273
+ | No log | 4.7234 | 444 | 0.4941 | 0.6107 | 0.4941 | 0.7029 |
274
+ | No log | 4.7447 | 446 | 0.4553 | 0.6128 | 0.4553 | 0.6748 |
275
+ | No log | 4.7660 | 448 | 0.4660 | 0.6108 | 0.4660 | 0.6826 |
276
+ | No log | 4.7872 | 450 | 0.6607 | 0.5189 | 0.6607 | 0.8128 |
277
+ | No log | 4.8085 | 452 | 0.7207 | 0.4971 | 0.7207 | 0.8490 |
278
+ | No log | 4.8298 | 454 | 0.5490 | 0.5595 | 0.5490 | 0.7409 |
279
+ | No log | 4.8511 | 456 | 0.4781 | 0.6159 | 0.4781 | 0.6914 |
280
+ | No log | 4.8723 | 458 | 0.5468 | 0.5884 | 0.5468 | 0.7395 |
281
+ | No log | 4.8936 | 460 | 0.7172 | 0.5488 | 0.7172 | 0.8469 |
282
+ | No log | 4.9149 | 462 | 0.9136 | 0.5218 | 0.9136 | 0.9558 |
283
+ | No log | 4.9362 | 464 | 0.7909 | 0.5461 | 0.7909 | 0.8893 |
284
+ | No log | 4.9574 | 466 | 0.5527 | 0.6065 | 0.5527 | 0.7435 |
285
+ | No log | 4.9787 | 468 | 0.4749 | 0.6783 | 0.4749 | 0.6891 |
286
+ | No log | 5.0 | 470 | 0.4396 | 0.6697 | 0.4396 | 0.6630 |
287
+ | No log | 5.0213 | 472 | 0.4674 | 0.6136 | 0.4674 | 0.6837 |
288
+ | No log | 5.0426 | 474 | 0.5394 | 0.5657 | 0.5394 | 0.7344 |
289
+ | No log | 5.0638 | 476 | 0.5719 | 0.5637 | 0.5719 | 0.7562 |
290
+ | No log | 5.0851 | 478 | 0.6999 | 0.4875 | 0.6999 | 0.8366 |
291
+ | No log | 5.1064 | 480 | 0.7262 | 0.4688 | 0.7262 | 0.8522 |
292
+ | No log | 5.1277 | 482 | 0.5434 | 0.5454 | 0.5434 | 0.7372 |
293
+ | No log | 5.1489 | 484 | 0.4380 | 0.5854 | 0.4380 | 0.6618 |
294
+ | No log | 5.1702 | 486 | 0.4557 | 0.5793 | 0.4557 | 0.6751 |
295
+ | No log | 5.1915 | 488 | 0.4962 | 0.5939 | 0.4962 | 0.7044 |
296
+ | No log | 5.2128 | 490 | 0.6189 | 0.5817 | 0.6189 | 0.7867 |
297
+ | No log | 5.2340 | 492 | 0.7316 | 0.5527 | 0.7316 | 0.8553 |
298
+ | No log | 5.2553 | 494 | 0.5721 | 0.5868 | 0.5721 | 0.7564 |
299
+ | No log | 5.2766 | 496 | 0.4371 | 0.6044 | 0.4371 | 0.6611 |
300
+ | No log | 5.2979 | 498 | 0.4523 | 0.6291 | 0.4523 | 0.6726 |
301
+ | 0.4506 | 5.3191 | 500 | 0.6134 | 0.6164 | 0.6134 | 0.7832 |
302
+ | 0.4506 | 5.3404 | 502 | 0.8066 | 0.5371 | 0.8066 | 0.8981 |
303
+ | 0.4506 | 5.3617 | 504 | 0.8625 | 0.5321 | 0.8625 | 0.9287 |
304
+ | 0.4506 | 5.3830 | 506 | 0.6721 | 0.5875 | 0.6721 | 0.8198 |
305
+ | 0.4506 | 5.4043 | 508 | 0.4693 | 0.6603 | 0.4693 | 0.6850 |
306
+ | 0.4506 | 5.4255 | 510 | 0.4408 | 0.6665 | 0.4408 | 0.6639 |
307
+ | 0.4506 | 5.4468 | 512 | 0.4699 | 0.6469 | 0.4699 | 0.6855 |
308
+ | 0.4506 | 5.4681 | 514 | 0.7045 | 0.5493 | 0.7045 | 0.8394 |
309
+ | 0.4506 | 5.4894 | 516 | 1.0678 | 0.4213 | 1.0678 | 1.0333 |
310
+ | 0.4506 | 5.5106 | 518 | 1.0414 | 0.4122 | 1.0414 | 1.0205 |
311
+ | 0.4506 | 5.5319 | 520 | 0.7861 | 0.4759 | 0.7861 | 0.8866 |
312
+ | 0.4506 | 5.5532 | 522 | 0.5070 | 0.5876 | 0.5070 | 0.7121 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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314
 
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  ### Framework versions