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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_style

Text Classification
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Safetensors
bert
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  1. README.md +288 -278
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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_TestTask7_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_TestTask7_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: 0.5122
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- - Qwk: 0.6327
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- - Mse: 0.5122
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- - Rmse: 0.7157
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  ## Model description
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@@ -49,278 +49,288 @@ 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 | 0.0202 | 2 | 4.6425 | -0.0016 | 4.6425 | 2.1546 |
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- | No log | 0.0404 | 4 | 3.5211 | 0.0424 | 3.5211 | 1.8765 |
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- | No log | 0.0606 | 6 | 2.1920 | 0.0890 | 2.1920 | 1.4805 |
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- | No log | 0.0808 | 8 | 0.9420 | 0.1994 | 0.9420 | 0.9705 |
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- | No log | 0.1010 | 10 | 0.8174 | 0.0527 | 0.8174 | 0.9041 |
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- | No log | 0.1212 | 12 | 0.9957 | -0.0033 | 0.9957 | 0.9979 |
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- | No log | 0.1414 | 14 | 0.9415 | 0.0827 | 0.9415 | 0.9703 |
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- | No log | 0.1616 | 16 | 0.8202 | 0.0897 | 0.8202 | 0.9056 |
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- | No log | 0.1818 | 18 | 0.7362 | 0.1023 | 0.7362 | 0.8580 |
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- | No log | 0.2020 | 20 | 0.6793 | 0.2131 | 0.6793 | 0.8242 |
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- | No log | 0.2222 | 22 | 0.6568 | 0.2051 | 0.6568 | 0.8104 |
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- | No log | 0.2424 | 24 | 0.6874 | 0.2212 | 0.6874 | 0.8291 |
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- | No log | 0.2626 | 26 | 0.7505 | 0.2945 | 0.7505 | 0.8663 |
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- | No log | 0.2828 | 28 | 0.7388 | 0.4198 | 0.7388 | 0.8595 |
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- | No log | 0.3030 | 30 | 0.6675 | 0.4752 | 0.6675 | 0.8170 |
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- | No log | 0.3232 | 32 | 0.6021 | 0.4902 | 0.6021 | 0.7760 |
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- | No log | 0.3434 | 34 | 0.5672 | 0.5322 | 0.5672 | 0.7531 |
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- | No log | 0.3636 | 36 | 0.5567 | 0.5938 | 0.5567 | 0.7462 |
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- | No log | 0.3838 | 38 | 0.5716 | 0.5911 | 0.5716 | 0.7560 |
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- | No log | 0.4040 | 40 | 0.5919 | 0.5992 | 0.5919 | 0.7693 |
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- | No log | 0.4242 | 42 | 0.5984 | 0.5898 | 0.5984 | 0.7736 |
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- | No log | 0.4444 | 44 | 0.5986 | 0.6073 | 0.5986 | 0.7737 |
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- | No log | 0.4646 | 46 | 0.7060 | 0.5036 | 0.7060 | 0.8403 |
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- | No log | 0.4848 | 48 | 0.7054 | 0.5038 | 0.7054 | 0.8399 |
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- | No log | 0.5051 | 50 | 0.5853 | 0.5572 | 0.5853 | 0.7650 |
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- | No log | 0.5253 | 52 | 0.5009 | 0.5916 | 0.5009 | 0.7077 |
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- | No log | 0.5455 | 54 | 0.4653 | 0.6264 | 0.4653 | 0.6822 |
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- | No log | 0.5657 | 56 | 0.4675 | 0.6185 | 0.4675 | 0.6837 |
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- | No log | 0.5859 | 58 | 0.5101 | 0.5389 | 0.5101 | 0.7142 |
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- | No log | 0.6061 | 60 | 0.4829 | 0.5809 | 0.4829 | 0.6949 |
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- | No log | 0.6263 | 62 | 0.4443 | 0.5819 | 0.4443 | 0.6665 |
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- | No log | 0.6465 | 64 | 0.4506 | 0.6129 | 0.4506 | 0.6712 |
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- | No log | 0.6667 | 66 | 0.5041 | 0.6263 | 0.5041 | 0.7100 |
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- | No log | 0.6869 | 68 | 0.7029 | 0.4867 | 0.7029 | 0.8384 |
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- | No log | 0.7071 | 70 | 0.8082 | 0.4482 | 0.8082 | 0.8990 |
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- | No log | 0.7273 | 72 | 0.7248 | 0.5148 | 0.7248 | 0.8513 |
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- | No log | 0.7475 | 74 | 0.5613 | 0.5877 | 0.5613 | 0.7492 |
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- | No log | 0.7677 | 76 | 0.4909 | 0.6374 | 0.4909 | 0.7007 |
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- | No log | 0.7879 | 78 | 0.4660 | 0.6514 | 0.4660 | 0.6827 |
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- | No log | 0.8081 | 80 | 0.4851 | 0.5882 | 0.4851 | 0.6965 |
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- | No log | 0.8283 | 82 | 0.4962 | 0.5610 | 0.4962 | 0.7044 |
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- | No log | 0.8485 | 84 | 0.4615 | 0.5557 | 0.4615 | 0.6793 |
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- | No log | 0.8687 | 86 | 0.4440 | 0.5635 | 0.4440 | 0.6663 |
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- | No log | 0.8889 | 88 | 0.4314 | 0.5894 | 0.4314 | 0.6568 |
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- | No log | 0.9091 | 90 | 0.4190 | 0.5780 | 0.4190 | 0.6473 |
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- | No log | 0.9293 | 92 | 0.4786 | 0.5599 | 0.4786 | 0.6918 |
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- | No log | 0.9495 | 94 | 0.6113 | 0.5707 | 0.6113 | 0.7818 |
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- | No log | 0.9697 | 96 | 0.5209 | 0.6093 | 0.5209 | 0.7217 |
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- | No log | 0.9899 | 98 | 0.4775 | 0.6045 | 0.4775 | 0.6910 |
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- | No log | 1.0101 | 100 | 0.4327 | 0.6471 | 0.4327 | 0.6578 |
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- | No log | 1.0303 | 102 | 0.4660 | 0.6414 | 0.4660 | 0.6827 |
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- | No log | 1.0505 | 104 | 0.6273 | 0.5745 | 0.6273 | 0.7920 |
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- | No log | 1.0707 | 106 | 0.6881 | 0.5560 | 0.6881 | 0.8295 |
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- | No log | 1.0909 | 108 | 0.5957 | 0.5972 | 0.5957 | 0.7718 |
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- | No log | 1.1111 | 110 | 0.4659 | 0.6273 | 0.4659 | 0.6826 |
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- | No log | 1.1313 | 112 | 0.4384 | 0.6824 | 0.4384 | 0.6621 |
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- | No log | 1.1515 | 114 | 0.4231 | 0.6581 | 0.4231 | 0.6505 |
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- | No log | 1.1717 | 116 | 0.4279 | 0.6091 | 0.4279 | 0.6541 |
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- | No log | 1.1919 | 118 | 0.5012 | 0.6160 | 0.5012 | 0.7079 |
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- | No log | 1.2121 | 120 | 0.5547 | 0.5870 | 0.5547 | 0.7448 |
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- | No log | 1.2323 | 122 | 0.5423 | 0.5928 | 0.5423 | 0.7364 |
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- | No log | 1.2525 | 124 | 0.5302 | 0.6137 | 0.5302 | 0.7282 |
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- | No log | 1.2727 | 126 | 0.5858 | 0.5847 | 0.5858 | 0.7654 |
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- | No log | 1.2929 | 128 | 0.4783 | 0.6016 | 0.4783 | 0.6916 |
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- | No log | 1.3131 | 130 | 0.4545 | 0.5997 | 0.4545 | 0.6742 |
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- | No log | 1.3333 | 132 | 0.4900 | 0.6533 | 0.4900 | 0.7000 |
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- | No log | 1.3535 | 134 | 0.5569 | 0.6246 | 0.5569 | 0.7463 |
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- | No log | 1.3737 | 136 | 0.6941 | 0.5597 | 0.6941 | 0.8331 |
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- | No log | 1.3939 | 138 | 0.6269 | 0.5530 | 0.6269 | 0.7918 |
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- | No log | 1.4141 | 140 | 0.5370 | 0.6167 | 0.5370 | 0.7328 |
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- | No log | 1.4343 | 142 | 0.4683 | 0.6273 | 0.4683 | 0.6844 |
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- | No log | 1.4545 | 144 | 0.4653 | 0.6252 | 0.4653 | 0.6821 |
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- | No log | 1.4747 | 146 | 0.4532 | 0.6137 | 0.4532 | 0.6732 |
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- | No log | 1.4949 | 148 | 0.4565 | 0.6079 | 0.4565 | 0.6756 |
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- | No log | 1.5152 | 150 | 0.6492 | 0.5182 | 0.6492 | 0.8057 |
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- | No log | 1.5354 | 152 | 0.8368 | 0.3903 | 0.8368 | 0.9148 |
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- | No log | 1.5556 | 154 | 0.7759 | 0.4540 | 0.7759 | 0.8809 |
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- | No log | 1.5758 | 156 | 0.5920 | 0.5715 | 0.5920 | 0.7694 |
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- | No log | 1.5960 | 158 | 0.4664 | 0.5772 | 0.4664 | 0.6829 |
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- | No log | 1.6162 | 160 | 0.4405 | 0.6409 | 0.4405 | 0.6637 |
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- | No log | 1.6364 | 162 | 0.4782 | 0.6378 | 0.4782 | 0.6915 |
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- | No log | 1.6566 | 164 | 0.5797 | 0.5800 | 0.5797 | 0.7614 |
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- | No log | 1.6768 | 166 | 0.6372 | 0.5521 | 0.6372 | 0.7983 |
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- | No log | 1.6970 | 168 | 0.5039 | 0.6210 | 0.5039 | 0.7098 |
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- | No log | 1.7172 | 170 | 0.4606 | 0.6636 | 0.4606 | 0.6787 |
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- | No log | 1.7374 | 172 | 0.4801 | 0.6563 | 0.4801 | 0.6929 |
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- | No log | 1.7576 | 174 | 0.4554 | 0.6752 | 0.4554 | 0.6748 |
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- | No log | 1.7778 | 176 | 0.4792 | 0.6439 | 0.4792 | 0.6923 |
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- | No log | 1.7980 | 178 | 0.5210 | 0.6281 | 0.5210 | 0.7218 |
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- | No log | 1.8182 | 180 | 0.6026 | 0.5248 | 0.6026 | 0.7763 |
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- | No log | 1.8384 | 182 | 0.6646 | 0.4807 | 0.6646 | 0.8152 |
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- | No log | 1.8586 | 184 | 0.7238 | 0.4611 | 0.7238 | 0.8508 |
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- | No log | 1.8788 | 186 | 0.5563 | 0.5518 | 0.5563 | 0.7459 |
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- | No log | 1.8990 | 188 | 0.4310 | 0.6262 | 0.4310 | 0.6565 |
146
- | No log | 1.9192 | 190 | 0.4659 | 0.6464 | 0.4659 | 0.6826 |
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- | No log | 1.9394 | 192 | 0.5744 | 0.5836 | 0.5744 | 0.7579 |
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- | No log | 1.9596 | 194 | 0.5957 | 0.5864 | 0.5957 | 0.7718 |
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- | No log | 1.9798 | 196 | 0.5255 | 0.6336 | 0.5255 | 0.7249 |
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- | No log | 2.0 | 198 | 0.5154 | 0.6167 | 0.5154 | 0.7179 |
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- | No log | 2.0202 | 200 | 0.5811 | 0.5599 | 0.5811 | 0.7623 |
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- | No log | 2.0404 | 202 | 0.6868 | 0.5241 | 0.6868 | 0.8287 |
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- | No log | 2.0606 | 204 | 0.6167 | 0.5619 | 0.6167 | 0.7853 |
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- | No log | 2.0808 | 206 | 0.4414 | 0.7001 | 0.4414 | 0.6644 |
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- | No log | 2.1010 | 208 | 0.4241 | 0.7258 | 0.4241 | 0.6512 |
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- | No log | 2.1212 | 210 | 0.5128 | 0.6553 | 0.5128 | 0.7161 |
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- | No log | 2.1414 | 212 | 0.7633 | 0.5285 | 0.7633 | 0.8736 |
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- | No log | 2.1616 | 214 | 0.7805 | 0.5364 | 0.7805 | 0.8834 |
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- | No log | 2.1818 | 216 | 0.6143 | 0.5962 | 0.6143 | 0.7838 |
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- | No log | 2.2020 | 218 | 0.4738 | 0.7078 | 0.4738 | 0.6883 |
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- | No log | 2.2222 | 220 | 0.4811 | 0.6576 | 0.4811 | 0.6936 |
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- | No log | 2.2424 | 222 | 0.4788 | 0.6576 | 0.4788 | 0.6919 |
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- | No log | 2.2626 | 224 | 0.5424 | 0.6320 | 0.5424 | 0.7364 |
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- | No log | 2.2828 | 226 | 0.5690 | 0.6031 | 0.5690 | 0.7543 |
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- | No log | 2.3030 | 228 | 0.5594 | 0.6390 | 0.5594 | 0.7480 |
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- | No log | 2.3232 | 230 | 0.5012 | 0.6828 | 0.5012 | 0.7080 |
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- | No log | 2.3434 | 232 | 0.4376 | 0.6912 | 0.4376 | 0.6615 |
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- | No log | 2.3636 | 234 | 0.4209 | 0.6885 | 0.4209 | 0.6488 |
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- | No log | 2.3838 | 236 | 0.4412 | 0.6679 | 0.4412 | 0.6642 |
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- | No log | 2.4040 | 238 | 0.6753 | 0.4904 | 0.6753 | 0.8218 |
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- | No log | 2.4242 | 240 | 0.8822 | 0.3803 | 0.8822 | 0.9393 |
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- | No log | 2.4444 | 242 | 0.8198 | 0.4415 | 0.8198 | 0.9054 |
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- | No log | 2.4646 | 244 | 0.7410 | 0.4814 | 0.7410 | 0.8608 |
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- | No log | 2.4848 | 246 | 0.6392 | 0.5406 | 0.6392 | 0.7995 |
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- | No log | 2.5051 | 248 | 0.4713 | 0.6135 | 0.4713 | 0.6865 |
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- | No log | 2.5253 | 250 | 0.4495 | 0.6600 | 0.4495 | 0.6704 |
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- | No log | 2.5455 | 252 | 0.4332 | 0.6803 | 0.4332 | 0.6582 |
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- | No log | 2.5657 | 254 | 0.4518 | 0.6980 | 0.4518 | 0.6721 |
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- | No log | 2.5859 | 256 | 0.5212 | 0.6659 | 0.5212 | 0.7219 |
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- | No log | 2.6061 | 258 | 0.7160 | 0.5233 | 0.7160 | 0.8462 |
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- | No log | 2.6263 | 260 | 0.7221 | 0.4580 | 0.7221 | 0.8497 |
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- | No log | 2.6465 | 262 | 0.5726 | 0.4901 | 0.5726 | 0.7567 |
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- | No log | 2.6667 | 264 | 0.4629 | 0.5599 | 0.4629 | 0.6803 |
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- | No log | 2.6869 | 266 | 0.4259 | 0.6264 | 0.4259 | 0.6526 |
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- | No log | 2.7071 | 268 | 0.4130 | 0.6564 | 0.4130 | 0.6426 |
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- | No log | 2.7273 | 270 | 0.4060 | 0.6488 | 0.4060 | 0.6372 |
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- | No log | 2.7475 | 272 | 0.4092 | 0.6694 | 0.4092 | 0.6397 |
188
- | No log | 2.7677 | 274 | 0.4230 | 0.7175 | 0.4230 | 0.6504 |
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- | No log | 2.7879 | 276 | 0.5503 | 0.5953 | 0.5503 | 0.7418 |
190
- | No log | 2.8081 | 278 | 0.6174 | 0.5455 | 0.6174 | 0.7857 |
191
- | No log | 2.8283 | 280 | 0.5289 | 0.6188 | 0.5289 | 0.7273 |
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- | No log | 2.8485 | 282 | 0.4348 | 0.6377 | 0.4348 | 0.6594 |
193
- | No log | 2.8687 | 284 | 0.4178 | 0.6303 | 0.4178 | 0.6464 |
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- | No log | 2.8889 | 286 | 0.4285 | 0.5560 | 0.4285 | 0.6546 |
195
- | No log | 2.9091 | 288 | 0.4839 | 0.4733 | 0.4839 | 0.6956 |
196
- | No log | 2.9293 | 290 | 0.5337 | 0.4651 | 0.5337 | 0.7305 |
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- | No log | 2.9495 | 292 | 0.5038 | 0.5155 | 0.5038 | 0.7098 |
198
- | No log | 2.9697 | 294 | 0.4717 | 0.5880 | 0.4717 | 0.6868 |
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- | No log | 2.9899 | 296 | 0.4817 | 0.6284 | 0.4817 | 0.6940 |
200
- | No log | 3.0101 | 298 | 0.4936 | 0.6336 | 0.4936 | 0.7025 |
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- | No log | 3.0303 | 300 | 0.4310 | 0.6946 | 0.4310 | 0.6565 |
202
- | No log | 3.0505 | 302 | 0.4184 | 0.7028 | 0.4184 | 0.6468 |
203
- | No log | 3.0707 | 304 | 0.4944 | 0.6255 | 0.4944 | 0.7032 |
204
- | No log | 3.0909 | 306 | 0.5080 | 0.6313 | 0.5080 | 0.7128 |
205
- | No log | 3.1111 | 308 | 0.4478 | 0.6972 | 0.4478 | 0.6692 |
206
- | No log | 3.1313 | 310 | 0.4734 | 0.6913 | 0.4734 | 0.6881 |
207
- | No log | 3.1515 | 312 | 0.5411 | 0.6360 | 0.5411 | 0.7356 |
208
- | No log | 3.1717 | 314 | 0.5459 | 0.6367 | 0.5459 | 0.7388 |
209
- | No log | 3.1919 | 316 | 0.5335 | 0.6552 | 0.5335 | 0.7304 |
210
- | No log | 3.2121 | 318 | 0.4951 | 0.6289 | 0.4951 | 0.7036 |
211
- | No log | 3.2323 | 320 | 0.5534 | 0.6154 | 0.5534 | 0.7439 |
212
- | No log | 3.2525 | 322 | 0.5340 | 0.6382 | 0.5340 | 0.7308 |
213
- | No log | 3.2727 | 324 | 0.4645 | 0.6822 | 0.4645 | 0.6816 |
214
- | No log | 3.2929 | 326 | 0.5300 | 0.6255 | 0.5300 | 0.7280 |
215
- | No log | 3.3131 | 328 | 0.5323 | 0.6188 | 0.5323 | 0.7296 |
216
- | No log | 3.3333 | 330 | 0.4859 | 0.6475 | 0.4859 | 0.6971 |
217
- | No log | 3.3535 | 332 | 0.8037 | 0.5090 | 0.8037 | 0.8965 |
218
- | No log | 3.3737 | 334 | 1.0383 | 0.4066 | 1.0383 | 1.0190 |
219
- | No log | 3.3939 | 336 | 0.9358 | 0.4225 | 0.9358 | 0.9674 |
220
- | No log | 3.4141 | 338 | 0.6982 | 0.5351 | 0.6982 | 0.8356 |
221
- | No log | 3.4343 | 340 | 0.4546 | 0.6613 | 0.4546 | 0.6742 |
222
- | No log | 3.4545 | 342 | 0.4228 | 0.6513 | 0.4228 | 0.6503 |
223
- | No log | 3.4747 | 344 | 0.4159 | 0.6534 | 0.4159 | 0.6449 |
224
- | No log | 3.4949 | 346 | 0.4126 | 0.6701 | 0.4126 | 0.6423 |
225
- | No log | 3.5152 | 348 | 0.4794 | 0.6609 | 0.4794 | 0.6924 |
226
- | No log | 3.5354 | 350 | 0.6280 | 0.6011 | 0.6280 | 0.7925 |
227
- | No log | 3.5556 | 352 | 0.6433 | 0.6017 | 0.6433 | 0.8021 |
228
- | No log | 3.5758 | 354 | 0.6046 | 0.6257 | 0.6046 | 0.7776 |
229
- | No log | 3.5960 | 356 | 0.5843 | 0.6432 | 0.5843 | 0.7644 |
230
- | No log | 3.6162 | 358 | 0.6137 | 0.6347 | 0.6137 | 0.7834 |
231
- | No log | 3.6364 | 360 | 0.5384 | 0.6956 | 0.5384 | 0.7338 |
232
- | No log | 3.6566 | 362 | 0.4696 | 0.6935 | 0.4696 | 0.6852 |
233
- | No log | 3.6768 | 364 | 0.4149 | 0.6971 | 0.4149 | 0.6441 |
234
- | No log | 3.6970 | 366 | 0.3950 | 0.6830 | 0.3950 | 0.6285 |
235
- | No log | 3.7172 | 368 | 0.4067 | 0.6970 | 0.4067 | 0.6377 |
236
- | No log | 3.7374 | 370 | 0.4379 | 0.6542 | 0.4379 | 0.6617 |
237
- | No log | 3.7576 | 372 | 0.4702 | 0.6351 | 0.4702 | 0.6857 |
238
- | No log | 3.7778 | 374 | 0.5298 | 0.6325 | 0.5298 | 0.7279 |
239
- | No log | 3.7980 | 376 | 0.4978 | 0.6568 | 0.4978 | 0.7055 |
240
- | No log | 3.8182 | 378 | 0.4240 | 0.7229 | 0.4240 | 0.6512 |
241
- | No log | 3.8384 | 380 | 0.4542 | 0.7255 | 0.4542 | 0.6739 |
242
- | No log | 3.8586 | 382 | 0.4801 | 0.7224 | 0.4801 | 0.6929 |
243
- | No log | 3.8788 | 384 | 0.6541 | 0.5992 | 0.6541 | 0.8088 |
244
- | No log | 3.8990 | 386 | 0.8113 | 0.5203 | 0.8113 | 0.9007 |
245
- | No log | 3.9192 | 388 | 0.8043 | 0.4722 | 0.8043 | 0.8969 |
246
- | No log | 3.9394 | 390 | 0.6871 | 0.5415 | 0.6871 | 0.8289 |
247
- | No log | 3.9596 | 392 | 0.5006 | 0.6487 | 0.5006 | 0.7075 |
248
- | No log | 3.9798 | 394 | 0.4014 | 0.6952 | 0.4014 | 0.6336 |
249
- | No log | 4.0 | 396 | 0.3954 | 0.7081 | 0.3954 | 0.6288 |
250
- | No log | 4.0202 | 398 | 0.3888 | 0.7006 | 0.3888 | 0.6235 |
251
- | No log | 4.0404 | 400 | 0.3961 | 0.6757 | 0.3961 | 0.6294 |
252
- | No log | 4.0606 | 402 | 0.4855 | 0.6713 | 0.4855 | 0.6968 |
253
- | No log | 4.0808 | 404 | 0.6802 | 0.5927 | 0.6802 | 0.8247 |
254
- | No log | 4.1010 | 406 | 0.7531 | 0.5652 | 0.7531 | 0.8678 |
255
- | No log | 4.1212 | 408 | 0.7370 | 0.5833 | 0.7370 | 0.8585 |
256
- | No log | 4.1414 | 410 | 0.5869 | 0.6642 | 0.5869 | 0.7661 |
257
- | No log | 4.1616 | 412 | 0.4251 | 0.7180 | 0.4251 | 0.6520 |
258
- | No log | 4.1818 | 414 | 0.4382 | 0.6799 | 0.4382 | 0.6620 |
259
- | No log | 4.2020 | 416 | 0.4375 | 0.6904 | 0.4375 | 0.6615 |
260
- | No log | 4.2222 | 418 | 0.4337 | 0.7220 | 0.4337 | 0.6586 |
261
- | No log | 4.2424 | 420 | 0.5478 | 0.6365 | 0.5478 | 0.7401 |
262
- | No log | 4.2626 | 422 | 0.6164 | 0.5760 | 0.6164 | 0.7851 |
263
- | No log | 4.2828 | 424 | 0.5083 | 0.6794 | 0.5083 | 0.7130 |
264
- | No log | 4.3030 | 426 | 0.4537 | 0.7117 | 0.4537 | 0.6736 |
265
- | No log | 4.3232 | 428 | 0.4351 | 0.7133 | 0.4351 | 0.6596 |
266
- | No log | 4.3434 | 430 | 0.4543 | 0.7124 | 0.4543 | 0.6740 |
267
- | No log | 4.3636 | 432 | 0.5776 | 0.6197 | 0.5776 | 0.7600 |
268
- | No log | 4.3838 | 434 | 0.7524 | 0.5262 | 0.7524 | 0.8674 |
269
- | No log | 4.4040 | 436 | 0.7590 | 0.5032 | 0.7590 | 0.8712 |
270
- | No log | 4.4242 | 438 | 0.6817 | 0.5460 | 0.6817 | 0.8257 |
271
- | No log | 4.4444 | 440 | 0.6062 | 0.5985 | 0.6062 | 0.7786 |
272
- | No log | 4.4646 | 442 | 0.5581 | 0.6562 | 0.5581 | 0.7471 |
273
- | No log | 4.4848 | 444 | 0.5730 | 0.6754 | 0.5730 | 0.7569 |
274
- | No log | 4.5051 | 446 | 0.6333 | 0.6874 | 0.6333 | 0.7958 |
275
- | No log | 4.5253 | 448 | 0.6988 | 0.6098 | 0.6988 | 0.8359 |
276
- | No log | 4.5455 | 450 | 0.6742 | 0.6180 | 0.6742 | 0.8211 |
277
- | No log | 4.5657 | 452 | 0.5538 | 0.6498 | 0.5538 | 0.7442 |
278
- | No log | 4.5859 | 454 | 0.4457 | 0.6213 | 0.4457 | 0.6676 |
279
- | No log | 4.6061 | 456 | 0.4182 | 0.6250 | 0.4182 | 0.6467 |
280
- | No log | 4.6263 | 458 | 0.4380 | 0.6350 | 0.4380 | 0.6619 |
281
- | No log | 4.6465 | 460 | 0.5240 | 0.6251 | 0.5240 | 0.7239 |
282
- | No log | 4.6667 | 462 | 0.5389 | 0.6459 | 0.5389 | 0.7341 |
283
- | No log | 4.6869 | 464 | 0.5117 | 0.6927 | 0.5117 | 0.7154 |
284
- | No log | 4.7071 | 466 | 0.5187 | 0.7049 | 0.5187 | 0.7202 |
285
- | No log | 4.7273 | 468 | 0.4985 | 0.7188 | 0.4985 | 0.7060 |
286
- | No log | 4.7475 | 470 | 0.4804 | 0.6795 | 0.4804 | 0.6931 |
287
- | No log | 4.7677 | 472 | 0.5161 | 0.6677 | 0.5161 | 0.7184 |
288
- | No log | 4.7879 | 474 | 0.6234 | 0.5944 | 0.6234 | 0.7896 |
289
- | No log | 4.8081 | 476 | 0.6180 | 0.6254 | 0.6180 | 0.7861 |
290
- | No log | 4.8283 | 478 | 0.5394 | 0.6633 | 0.5394 | 0.7344 |
291
- | No log | 4.8485 | 480 | 0.5032 | 0.7041 | 0.5032 | 0.7094 |
292
- | No log | 4.8687 | 482 | 0.4854 | 0.7186 | 0.4854 | 0.6967 |
293
- | No log | 4.8889 | 484 | 0.5197 | 0.6469 | 0.5197 | 0.7209 |
294
- | No log | 4.9091 | 486 | 0.6987 | 0.5691 | 0.6987 | 0.8359 |
295
- | No log | 4.9293 | 488 | 0.8566 | 0.4831 | 0.8566 | 0.9255 |
296
- | No log | 4.9495 | 490 | 0.7736 | 0.5194 | 0.7736 | 0.8796 |
297
- | No log | 4.9697 | 492 | 0.5160 | 0.5824 | 0.5160 | 0.7183 |
298
- | No log | 4.9899 | 494 | 0.4634 | 0.6021 | 0.4634 | 0.6808 |
299
- | No log | 5.0101 | 496 | 0.4314 | 0.6340 | 0.4314 | 0.6568 |
300
- | No log | 5.0303 | 498 | 0.4743 | 0.6609 | 0.4743 | 0.6887 |
301
- | 0.5311 | 5.0505 | 500 | 0.6548 | 0.6347 | 0.6548 | 0.8092 |
302
- | 0.5311 | 5.0707 | 502 | 0.9260 | 0.5815 | 0.9260 | 0.9623 |
303
- | 0.5311 | 5.0909 | 504 | 0.8772 | 0.5922 | 0.8772 | 0.9366 |
304
- | 0.5311 | 5.1111 | 506 | 0.7710 | 0.6230 | 0.7710 | 0.8781 |
305
- | 0.5311 | 5.1313 | 508 | 0.6076 | 0.6666 | 0.6076 | 0.7795 |
306
- | 0.5311 | 5.1515 | 510 | 0.5119 | 0.6977 | 0.5119 | 0.7155 |
307
- | 0.5311 | 5.1717 | 512 | 0.5983 | 0.6629 | 0.5983 | 0.7735 |
308
- | 0.5311 | 5.1919 | 514 | 0.5607 | 0.6643 | 0.5607 | 0.7488 |
309
- | 0.5311 | 5.2121 | 516 | 0.4336 | 0.6699 | 0.4336 | 0.6585 |
310
- | 0.5311 | 5.2323 | 518 | 0.4463 | 0.6578 | 0.4463 | 0.6681 |
311
- | 0.5311 | 5.2525 | 520 | 0.5635 | 0.5910 | 0.5635 | 0.7507 |
312
- | 0.5311 | 5.2727 | 522 | 0.6719 | 0.5514 | 0.6719 | 0.8197 |
313
- | 0.5311 | 5.2929 | 524 | 0.6379 | 0.6048 | 0.6379 | 0.7987 |
314
- | 0.5311 | 5.3131 | 526 | 0.5615 | 0.6597 | 0.5615 | 0.7493 |
315
- | 0.5311 | 5.3333 | 528 | 0.4546 | 0.7072 | 0.4546 | 0.6742 |
316
- | 0.5311 | 5.3535 | 530 | 0.4233 | 0.6703 | 0.4233 | 0.6506 |
317
- | 0.5311 | 5.3737 | 532 | 0.3957 | 0.6873 | 0.3957 | 0.6291 |
318
- | 0.5311 | 5.3939 | 534 | 0.4237 | 0.6549 | 0.4237 | 0.6509 |
319
- | 0.5311 | 5.4141 | 536 | 0.5246 | 0.6222 | 0.5246 | 0.7243 |
320
- | 0.5311 | 5.4343 | 538 | 0.6562 | 0.5383 | 0.6562 | 0.8100 |
321
- | 0.5311 | 5.4545 | 540 | 0.6706 | 0.5183 | 0.6706 | 0.8189 |
322
- | 0.5311 | 5.4747 | 542 | 0.5935 | 0.5883 | 0.5935 | 0.7704 |
323
- | 0.5311 | 5.4949 | 544 | 0.5122 | 0.6327 | 0.5122 | 0.7157 |
 
 
 
 
 
 
 
 
 
 
324
 
325
 
326
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_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_TestTask7_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: 0.5691
19
+ - Qwk: 0.5934
20
+ - Mse: 0.5691
21
+ - Rmse: 0.7544
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0202 | 2 | 4.3227 | -0.0076 | 4.3227 | 2.0791 |
53
+ | No log | 0.0404 | 4 | 3.3441 | 0.0382 | 3.3441 | 1.8287 |
54
+ | No log | 0.0606 | 6 | 2.0985 | 0.0954 | 2.0985 | 1.4486 |
55
+ | No log | 0.0808 | 8 | 1.0333 | 0.1558 | 1.0333 | 1.0165 |
56
+ | No log | 0.1010 | 10 | 0.9785 | 0.0674 | 0.9785 | 0.9892 |
57
+ | No log | 0.1212 | 12 | 1.1256 | 0.0217 | 1.1256 | 1.0610 |
58
+ | No log | 0.1414 | 14 | 1.0783 | 0.0335 | 1.0783 | 1.0384 |
59
+ | No log | 0.1616 | 16 | 1.0217 | 0.0369 | 1.0217 | 1.0108 |
60
+ | No log | 0.1818 | 18 | 0.8597 | 0.0521 | 0.8597 | 0.9272 |
61
+ | No log | 0.2020 | 20 | 0.7914 | 0.3960 | 0.7914 | 0.8896 |
62
+ | No log | 0.2222 | 22 | 0.7767 | 0.3927 | 0.7767 | 0.8813 |
63
+ | No log | 0.2424 | 24 | 0.7361 | 0.3352 | 0.7361 | 0.8579 |
64
+ | No log | 0.2626 | 26 | 0.7923 | 0.1627 | 0.7923 | 0.8901 |
65
+ | No log | 0.2828 | 28 | 0.9069 | 0.2643 | 0.9069 | 0.9523 |
66
+ | No log | 0.3030 | 30 | 0.9257 | 0.3637 | 0.9257 | 0.9621 |
67
+ | No log | 0.3232 | 32 | 0.8165 | 0.3388 | 0.8165 | 0.9036 |
68
+ | No log | 0.3434 | 34 | 0.6222 | 0.4287 | 0.6222 | 0.7888 |
69
+ | No log | 0.3636 | 36 | 0.6558 | 0.4753 | 0.6558 | 0.8098 |
70
+ | No log | 0.3838 | 38 | 0.8271 | 0.4929 | 0.8271 | 0.9094 |
71
+ | No log | 0.4040 | 40 | 0.7103 | 0.4946 | 0.7103 | 0.8428 |
72
+ | No log | 0.4242 | 42 | 0.5704 | 0.5378 | 0.5704 | 0.7553 |
73
+ | No log | 0.4444 | 44 | 0.6903 | 0.3934 | 0.6903 | 0.8308 |
74
+ | No log | 0.4646 | 46 | 0.8405 | 0.3595 | 0.8405 | 0.9168 |
75
+ | No log | 0.4848 | 48 | 0.8106 | 0.3798 | 0.8106 | 0.9004 |
76
+ | No log | 0.5051 | 50 | 0.6715 | 0.4954 | 0.6715 | 0.8195 |
77
+ | No log | 0.5253 | 52 | 0.6224 | 0.5983 | 0.6224 | 0.7889 |
78
+ | No log | 0.5455 | 54 | 0.5985 | 0.5916 | 0.5985 | 0.7737 |
79
+ | No log | 0.5657 | 56 | 0.6678 | 0.4897 | 0.6678 | 0.8172 |
80
+ | No log | 0.5859 | 58 | 0.7085 | 0.3478 | 0.7085 | 0.8417 |
81
+ | No log | 0.6061 | 60 | 0.6377 | 0.3655 | 0.6377 | 0.7985 |
82
+ | No log | 0.6263 | 62 | 0.5574 | 0.5211 | 0.5574 | 0.7466 |
83
+ | No log | 0.6465 | 64 | 0.5220 | 0.5762 | 0.5220 | 0.7225 |
84
+ | No log | 0.6667 | 66 | 0.5125 | 0.6235 | 0.5125 | 0.7159 |
85
+ | No log | 0.6869 | 68 | 0.6175 | 0.5939 | 0.6175 | 0.7858 |
86
+ | No log | 0.7071 | 70 | 0.8685 | 0.4753 | 0.8685 | 0.9319 |
87
+ | No log | 0.7273 | 72 | 0.9142 | 0.4615 | 0.9142 | 0.9562 |
88
+ | No log | 0.7475 | 74 | 0.7465 | 0.5525 | 0.7465 | 0.8640 |
89
+ | No log | 0.7677 | 76 | 0.7036 | 0.5645 | 0.7036 | 0.8388 |
90
+ | No log | 0.7879 | 78 | 0.6430 | 0.6032 | 0.6430 | 0.8019 |
91
+ | No log | 0.8081 | 80 | 0.6659 | 0.5375 | 0.6659 | 0.8160 |
92
+ | No log | 0.8283 | 82 | 0.6573 | 0.4816 | 0.6573 | 0.8107 |
93
+ | No log | 0.8485 | 84 | 0.5860 | 0.5350 | 0.5860 | 0.7655 |
94
+ | No log | 0.8687 | 86 | 0.5704 | 0.5408 | 0.5704 | 0.7552 |
95
+ | No log | 0.8889 | 88 | 0.5770 | 0.5211 | 0.5770 | 0.7596 |
96
+ | No log | 0.9091 | 90 | 0.6026 | 0.4672 | 0.6026 | 0.7763 |
97
+ | No log | 0.9293 | 92 | 0.7363 | 0.3651 | 0.7363 | 0.8581 |
98
+ | No log | 0.9495 | 94 | 0.7383 | 0.2972 | 0.7383 | 0.8592 |
99
+ | No log | 0.9697 | 96 | 0.5971 | 0.5644 | 0.5971 | 0.7727 |
100
+ | No log | 0.9899 | 98 | 0.5701 | 0.5462 | 0.5701 | 0.7551 |
101
+ | No log | 1.0101 | 100 | 0.5929 | 0.5615 | 0.5929 | 0.7700 |
102
+ | No log | 1.0303 | 102 | 0.5784 | 0.5788 | 0.5784 | 0.7605 |
103
+ | No log | 1.0505 | 104 | 0.8489 | 0.4259 | 0.8489 | 0.9214 |
104
+ | No log | 1.0707 | 106 | 0.9222 | 0.4096 | 0.9222 | 0.9603 |
105
+ | No log | 1.0909 | 108 | 0.7488 | 0.5165 | 0.7488 | 0.8653 |
106
+ | No log | 1.1111 | 110 | 0.5634 | 0.6133 | 0.5634 | 0.7506 |
107
+ | No log | 1.1313 | 112 | 0.5388 | 0.6289 | 0.5388 | 0.7340 |
108
+ | No log | 1.1515 | 114 | 0.5292 | 0.5817 | 0.5292 | 0.7275 |
109
+ | No log | 1.1717 | 116 | 0.6410 | 0.4290 | 0.6410 | 0.8006 |
110
+ | No log | 1.1919 | 118 | 0.7270 | 0.3362 | 0.7270 | 0.8526 |
111
+ | No log | 1.2121 | 120 | 0.7174 | 0.3499 | 0.7174 | 0.8470 |
112
+ | No log | 1.2323 | 122 | 0.6384 | 0.4166 | 0.6384 | 0.7990 |
113
+ | No log | 1.2525 | 124 | 0.5768 | 0.4900 | 0.5768 | 0.7595 |
114
+ | No log | 1.2727 | 126 | 0.5918 | 0.4689 | 0.5918 | 0.7693 |
115
+ | No log | 1.2929 | 128 | 0.6255 | 0.4107 | 0.6255 | 0.7909 |
116
+ | No log | 1.3131 | 130 | 0.6855 | 0.4140 | 0.6855 | 0.8280 |
117
+ | No log | 1.3333 | 132 | 0.7496 | 0.4062 | 0.7496 | 0.8658 |
118
+ | No log | 1.3535 | 134 | 0.6520 | 0.5457 | 0.6520 | 0.8075 |
119
+ | No log | 1.3737 | 136 | 0.5287 | 0.6302 | 0.5287 | 0.7271 |
120
+ | No log | 1.3939 | 138 | 0.5653 | 0.5930 | 0.5653 | 0.7519 |
121
+ | No log | 1.4141 | 140 | 0.5424 | 0.6368 | 0.5424 | 0.7365 |
122
+ | No log | 1.4343 | 142 | 0.6257 | 0.6163 | 0.6257 | 0.7910 |
123
+ | No log | 1.4545 | 144 | 0.9229 | 0.4740 | 0.9229 | 0.9607 |
124
+ | No log | 1.4747 | 146 | 0.9626 | 0.4129 | 0.9626 | 0.9811 |
125
+ | No log | 1.4949 | 148 | 0.8675 | 0.3682 | 0.8675 | 0.9314 |
126
+ | No log | 1.5152 | 150 | 0.8801 | 0.2882 | 0.8801 | 0.9381 |
127
+ | No log | 1.5354 | 152 | 0.8192 | 0.3050 | 0.8192 | 0.9051 |
128
+ | No log | 1.5556 | 154 | 0.7076 | 0.3616 | 0.7076 | 0.8412 |
129
+ | No log | 1.5758 | 156 | 0.6195 | 0.4366 | 0.6195 | 0.7871 |
130
+ | No log | 1.5960 | 158 | 0.5819 | 0.5847 | 0.5819 | 0.7628 |
131
+ | No log | 1.6162 | 160 | 0.5775 | 0.6515 | 0.5775 | 0.7599 |
132
+ | No log | 1.6364 | 162 | 0.6608 | 0.6197 | 0.6608 | 0.8129 |
133
+ | No log | 1.6566 | 164 | 0.7693 | 0.5788 | 0.7693 | 0.8771 |
134
+ | No log | 1.6768 | 166 | 0.7804 | 0.5864 | 0.7804 | 0.8834 |
135
+ | No log | 1.6970 | 168 | 0.6908 | 0.6237 | 0.6908 | 0.8311 |
136
+ | No log | 1.7172 | 170 | 0.6364 | 0.6200 | 0.6364 | 0.7977 |
137
+ | No log | 1.7374 | 172 | 0.5606 | 0.6180 | 0.5606 | 0.7487 |
138
+ | No log | 1.7576 | 174 | 0.5387 | 0.6213 | 0.5387 | 0.7339 |
139
+ | No log | 1.7778 | 176 | 0.5461 | 0.6376 | 0.5461 | 0.7390 |
140
+ | No log | 1.7980 | 178 | 0.5569 | 0.6289 | 0.5569 | 0.7462 |
141
+ | No log | 1.8182 | 180 | 0.6621 | 0.5448 | 0.6621 | 0.8137 |
142
+ | No log | 1.8384 | 182 | 0.9491 | 0.4308 | 0.9491 | 0.9742 |
143
+ | No log | 1.8586 | 184 | 1.1170 | 0.3868 | 1.1170 | 1.0569 |
144
+ | No log | 1.8788 | 186 | 1.0276 | 0.4114 | 1.0276 | 1.0137 |
145
+ | No log | 1.8990 | 188 | 0.8119 | 0.4457 | 0.8119 | 0.9010 |
146
+ | No log | 1.9192 | 190 | 0.5863 | 0.5680 | 0.5863 | 0.7657 |
147
+ | No log | 1.9394 | 192 | 0.5041 | 0.6458 | 0.5041 | 0.7100 |
148
+ | No log | 1.9596 | 194 | 0.5001 | 0.6036 | 0.5001 | 0.7072 |
149
+ | No log | 1.9798 | 196 | 0.4987 | 0.6188 | 0.4987 | 0.7062 |
150
+ | No log | 2.0 | 198 | 0.6112 | 0.5217 | 0.6112 | 0.7818 |
151
+ | No log | 2.0202 | 200 | 0.8518 | 0.4263 | 0.8518 | 0.9229 |
152
+ | No log | 2.0404 | 202 | 0.9952 | 0.4017 | 0.9952 | 0.9976 |
153
+ | No log | 2.0606 | 204 | 1.0115 | 0.4025 | 1.0115 | 1.0057 |
154
+ | No log | 2.0808 | 206 | 0.8517 | 0.4047 | 0.8517 | 0.9229 |
155
+ | No log | 2.1010 | 208 | 0.6378 | 0.5148 | 0.6378 | 0.7986 |
156
+ | No log | 2.1212 | 210 | 0.5423 | 0.6080 | 0.5423 | 0.7364 |
157
+ | No log | 2.1414 | 212 | 0.5301 | 0.6226 | 0.5301 | 0.7281 |
158
+ | No log | 2.1616 | 214 | 0.5391 | 0.6306 | 0.5391 | 0.7342 |
159
+ | No log | 2.1818 | 216 | 0.5636 | 0.6278 | 0.5636 | 0.7507 |
160
+ | No log | 2.2020 | 218 | 0.6132 | 0.5218 | 0.6132 | 0.7831 |
161
+ | No log | 2.2222 | 220 | 0.6496 | 0.5393 | 0.6496 | 0.8060 |
162
+ | No log | 2.2424 | 222 | 0.6348 | 0.5798 | 0.6348 | 0.7968 |
163
+ | No log | 2.2626 | 224 | 0.6422 | 0.5727 | 0.6422 | 0.8014 |
164
+ | No log | 2.2828 | 226 | 0.5769 | 0.6163 | 0.5769 | 0.7595 |
165
+ | No log | 2.3030 | 228 | 0.5454 | 0.6383 | 0.5454 | 0.7385 |
166
+ | No log | 2.3232 | 230 | 0.5983 | 0.6179 | 0.5983 | 0.7735 |
167
+ | No log | 2.3434 | 232 | 0.6365 | 0.5899 | 0.6365 | 0.7978 |
168
+ | No log | 2.3636 | 234 | 0.7032 | 0.5715 | 0.7032 | 0.8386 |
169
+ | No log | 2.3838 | 236 | 0.6467 | 0.6055 | 0.6467 | 0.8042 |
170
+ | No log | 2.4040 | 238 | 0.6618 | 0.5570 | 0.6618 | 0.8135 |
171
+ | No log | 2.4242 | 240 | 0.7326 | 0.5313 | 0.7326 | 0.8559 |
172
+ | No log | 2.4444 | 242 | 0.7653 | 0.5062 | 0.7653 | 0.8748 |
173
+ | No log | 2.4646 | 244 | 0.7849 | 0.5098 | 0.7849 | 0.8859 |
174
+ | No log | 2.4848 | 246 | 0.8622 | 0.5059 | 0.8622 | 0.9285 |
175
+ | No log | 2.5051 | 248 | 0.6836 | 0.5651 | 0.6836 | 0.8268 |
176
+ | No log | 2.5253 | 250 | 0.5455 | 0.6528 | 0.5455 | 0.7386 |
177
+ | No log | 2.5455 | 252 | 0.5205 | 0.7104 | 0.5205 | 0.7215 |
178
+ | No log | 2.5657 | 254 | 0.5215 | 0.6931 | 0.5215 | 0.7222 |
179
+ | No log | 2.5859 | 256 | 0.6165 | 0.5772 | 0.6165 | 0.7852 |
180
+ | No log | 2.6061 | 258 | 0.5917 | 0.5789 | 0.5917 | 0.7692 |
181
+ | No log | 2.6263 | 260 | 0.5687 | 0.6056 | 0.5687 | 0.7541 |
182
+ | No log | 2.6465 | 262 | 0.5365 | 0.6648 | 0.5365 | 0.7324 |
183
+ | No log | 2.6667 | 264 | 0.5402 | 0.6674 | 0.5402 | 0.7350 |
184
+ | No log | 2.6869 | 266 | 0.5750 | 0.6219 | 0.5750 | 0.7583 |
185
+ | No log | 2.7071 | 268 | 0.5831 | 0.6213 | 0.5831 | 0.7636 |
186
+ | No log | 2.7273 | 270 | 0.5139 | 0.6493 | 0.5139 | 0.7168 |
187
+ | No log | 2.7475 | 272 | 0.5196 | 0.6633 | 0.5196 | 0.7209 |
188
+ | No log | 2.7677 | 274 | 0.5262 | 0.6585 | 0.5262 | 0.7254 |
189
+ | No log | 2.7879 | 276 | 0.5101 | 0.6615 | 0.5101 | 0.7142 |
190
+ | No log | 2.8081 | 278 | 0.5417 | 0.6379 | 0.5417 | 0.7360 |
191
+ | No log | 2.8283 | 280 | 0.6072 | 0.6038 | 0.6072 | 0.7793 |
192
+ | No log | 2.8485 | 282 | 0.7814 | 0.5119 | 0.7814 | 0.8839 |
193
+ | No log | 2.8687 | 284 | 0.8375 | 0.4621 | 0.8375 | 0.9152 |
194
+ | No log | 2.8889 | 286 | 0.7040 | 0.4843 | 0.7040 | 0.8390 |
195
+ | No log | 2.9091 | 288 | 0.5452 | 0.5967 | 0.5452 | 0.7384 |
196
+ | No log | 2.9293 | 290 | 0.5068 | 0.6396 | 0.5068 | 0.7119 |
197
+ | No log | 2.9495 | 292 | 0.5138 | 0.6217 | 0.5138 | 0.7168 |
198
+ | No log | 2.9697 | 294 | 0.4974 | 0.6450 | 0.4974 | 0.7053 |
199
+ | No log | 2.9899 | 296 | 0.5627 | 0.5746 | 0.5627 | 0.7502 |
200
+ | No log | 3.0101 | 298 | 0.7295 | 0.5013 | 0.7295 | 0.8541 |
201
+ | No log | 3.0303 | 300 | 0.8356 | 0.5049 | 0.8356 | 0.9141 |
202
+ | No log | 3.0505 | 302 | 0.7753 | 0.5118 | 0.7753 | 0.8805 |
203
+ | No log | 3.0707 | 304 | 0.6846 | 0.5536 | 0.6846 | 0.8274 |
204
+ | No log | 3.0909 | 306 | 0.5385 | 0.6199 | 0.5385 | 0.7338 |
205
+ | No log | 3.1111 | 308 | 0.5071 | 0.6561 | 0.5071 | 0.7121 |
206
+ | No log | 3.1313 | 310 | 0.5143 | 0.6647 | 0.5143 | 0.7172 |
207
+ | No log | 3.1515 | 312 | 0.5466 | 0.6369 | 0.5466 | 0.7393 |
208
+ | No log | 3.1717 | 314 | 0.7019 | 0.5511 | 0.7019 | 0.8378 |
209
+ | No log | 3.1919 | 316 | 0.7837 | 0.4970 | 0.7837 | 0.8853 |
210
+ | No log | 3.2121 | 318 | 0.7284 | 0.5002 | 0.7284 | 0.8535 |
211
+ | No log | 3.2323 | 320 | 0.6626 | 0.4889 | 0.6626 | 0.8140 |
212
+ | No log | 3.2525 | 322 | 0.6234 | 0.5464 | 0.6234 | 0.7896 |
213
+ | No log | 3.2727 | 324 | 0.5535 | 0.6353 | 0.5535 | 0.7440 |
214
+ | No log | 3.2929 | 326 | 0.5547 | 0.6518 | 0.5547 | 0.7448 |
215
+ | No log | 3.3131 | 328 | 0.5456 | 0.6543 | 0.5456 | 0.7386 |
216
+ | No log | 3.3333 | 330 | 0.5715 | 0.6091 | 0.5715 | 0.7560 |
217
+ | No log | 3.3535 | 332 | 0.7431 | 0.5692 | 0.7431 | 0.8620 |
218
+ | No log | 3.3737 | 334 | 0.8491 | 0.5427 | 0.8491 | 0.9214 |
219
+ | No log | 3.3939 | 336 | 0.7505 | 0.5756 | 0.7505 | 0.8663 |
220
+ | No log | 3.4141 | 338 | 0.6251 | 0.6375 | 0.6251 | 0.7907 |
221
+ | No log | 3.4343 | 340 | 0.6228 | 0.6379 | 0.6228 | 0.7892 |
222
+ | No log | 3.4545 | 342 | 0.7063 | 0.5736 | 0.7063 | 0.8404 |
223
+ | No log | 3.4747 | 344 | 0.7545 | 0.5069 | 0.7545 | 0.8686 |
224
+ | No log | 3.4949 | 346 | 0.6721 | 0.5250 | 0.6721 | 0.8198 |
225
+ | No log | 3.5152 | 348 | 0.5940 | 0.5858 | 0.5940 | 0.7707 |
226
+ | No log | 3.5354 | 350 | 0.5540 | 0.6158 | 0.5540 | 0.7443 |
227
+ | No log | 3.5556 | 352 | 0.4976 | 0.6233 | 0.4976 | 0.7054 |
228
+ | No log | 3.5758 | 354 | 0.4931 | 0.6618 | 0.4931 | 0.7022 |
229
+ | No log | 3.5960 | 356 | 0.5244 | 0.6686 | 0.5244 | 0.7241 |
230
+ | No log | 3.6162 | 358 | 0.6516 | 0.5930 | 0.6516 | 0.8072 |
231
+ | No log | 3.6364 | 360 | 0.7216 | 0.5860 | 0.7216 | 0.8495 |
232
+ | No log | 3.6566 | 362 | 0.7013 | 0.5851 | 0.7013 | 0.8374 |
233
+ | No log | 3.6768 | 364 | 0.6782 | 0.6190 | 0.6782 | 0.8235 |
234
+ | No log | 3.6970 | 366 | 0.5630 | 0.6564 | 0.5630 | 0.7503 |
235
+ | No log | 3.7172 | 368 | 0.5299 | 0.6753 | 0.5299 | 0.7279 |
236
+ | No log | 3.7374 | 370 | 0.5338 | 0.6586 | 0.5338 | 0.7306 |
237
+ | No log | 3.7576 | 372 | 0.5443 | 0.6242 | 0.5443 | 0.7378 |
238
+ | No log | 3.7778 | 374 | 0.5804 | 0.5983 | 0.5804 | 0.7618 |
239
+ | No log | 3.7980 | 376 | 0.6050 | 0.5953 | 0.6050 | 0.7778 |
240
+ | No log | 3.8182 | 378 | 0.5503 | 0.6399 | 0.5503 | 0.7418 |
241
+ | No log | 3.8384 | 380 | 0.4983 | 0.6654 | 0.4983 | 0.7059 |
242
+ | No log | 3.8586 | 382 | 0.4848 | 0.6469 | 0.4848 | 0.6963 |
243
+ | No log | 3.8788 | 384 | 0.5111 | 0.6280 | 0.5111 | 0.7149 |
244
+ | No log | 3.8990 | 386 | 0.5853 | 0.5841 | 0.5853 | 0.7651 |
245
+ | No log | 3.9192 | 388 | 0.6641 | 0.5336 | 0.6641 | 0.8150 |
246
+ | No log | 3.9394 | 390 | 0.6720 | 0.5475 | 0.6720 | 0.8197 |
247
+ | No log | 3.9596 | 392 | 0.5882 | 0.6217 | 0.5882 | 0.7669 |
248
+ | No log | 3.9798 | 394 | 0.5329 | 0.6749 | 0.5329 | 0.7300 |
249
+ | No log | 4.0 | 396 | 0.5446 | 0.6623 | 0.5446 | 0.7380 |
250
+ | No log | 4.0202 | 398 | 0.5276 | 0.6637 | 0.5276 | 0.7264 |
251
+ | No log | 4.0404 | 400 | 0.5509 | 0.6534 | 0.5509 | 0.7422 |
252
+ | No log | 4.0606 | 402 | 0.5937 | 0.6243 | 0.5937 | 0.7705 |
253
+ | No log | 4.0808 | 404 | 0.5930 | 0.6052 | 0.5930 | 0.7700 |
254
+ | No log | 4.1010 | 406 | 0.5499 | 0.6457 | 0.5499 | 0.7416 |
255
+ | No log | 4.1212 | 408 | 0.5322 | 0.6796 | 0.5322 | 0.7295 |
256
+ | No log | 4.1414 | 410 | 0.5445 | 0.6366 | 0.5445 | 0.7379 |
257
+ | No log | 4.1616 | 412 | 0.5389 | 0.6413 | 0.5389 | 0.7341 |
258
+ | No log | 4.1818 | 414 | 0.5292 | 0.6136 | 0.5292 | 0.7275 |
259
+ | No log | 4.2020 | 416 | 0.5515 | 0.6118 | 0.5515 | 0.7427 |
260
+ | No log | 4.2222 | 418 | 0.5571 | 0.6003 | 0.5571 | 0.7464 |
261
+ | No log | 4.2424 | 420 | 0.5783 | 0.6083 | 0.5783 | 0.7605 |
262
+ | No log | 4.2626 | 422 | 0.6579 | 0.5266 | 0.6579 | 0.8111 |
263
+ | No log | 4.2828 | 424 | 0.7728 | 0.4997 | 0.7728 | 0.8791 |
264
+ | No log | 4.3030 | 426 | 0.8254 | 0.5064 | 0.8254 | 0.9085 |
265
+ | No log | 4.3232 | 428 | 0.6786 | 0.5913 | 0.6786 | 0.8238 |
266
+ | No log | 4.3434 | 430 | 0.6127 | 0.6620 | 0.6127 | 0.7828 |
267
+ | No log | 4.3636 | 432 | 0.5379 | 0.6827 | 0.5379 | 0.7334 |
268
+ | No log | 4.3838 | 434 | 0.5790 | 0.6308 | 0.5790 | 0.7609 |
269
+ | No log | 4.4040 | 436 | 0.7856 | 0.5031 | 0.7856 | 0.8863 |
270
+ | No log | 4.4242 | 438 | 1.0101 | 0.4137 | 1.0101 | 1.0050 |
271
+ | No log | 4.4444 | 440 | 0.9490 | 0.4196 | 0.9490 | 0.9742 |
272
+ | No log | 4.4646 | 442 | 0.6945 | 0.5454 | 0.6945 | 0.8333 |
273
+ | No log | 4.4848 | 444 | 0.4930 | 0.6505 | 0.4930 | 0.7022 |
274
+ | No log | 4.5051 | 446 | 0.4982 | 0.6436 | 0.4982 | 0.7058 |
275
+ | No log | 4.5253 | 448 | 0.4962 | 0.6387 | 0.4962 | 0.7044 |
276
+ | No log | 4.5455 | 450 | 0.4992 | 0.6301 | 0.4992 | 0.7066 |
277
+ | No log | 4.5657 | 452 | 0.5726 | 0.6390 | 0.5726 | 0.7567 |
278
+ | No log | 4.5859 | 454 | 0.6681 | 0.6146 | 0.6681 | 0.8174 |
279
+ | No log | 4.6061 | 456 | 0.6627 | 0.5674 | 0.6627 | 0.8141 |
280
+ | No log | 4.6263 | 458 | 0.6111 | 0.6073 | 0.6111 | 0.7817 |
281
+ | No log | 4.6465 | 460 | 0.5460 | 0.6625 | 0.5460 | 0.7389 |
282
+ | No log | 4.6667 | 462 | 0.5326 | 0.6865 | 0.5326 | 0.7298 |
283
+ | No log | 4.6869 | 464 | 0.5196 | 0.6822 | 0.5196 | 0.7208 |
284
+ | No log | 4.7071 | 466 | 0.5701 | 0.6151 | 0.5701 | 0.7550 |
285
+ | No log | 4.7273 | 468 | 0.5705 | 0.6115 | 0.5705 | 0.7553 |
286
+ | No log | 4.7475 | 470 | 0.5705 | 0.5856 | 0.5705 | 0.7553 |
287
+ | No log | 4.7677 | 472 | 0.6239 | 0.5577 | 0.6239 | 0.7898 |
288
+ | No log | 4.7879 | 474 | 0.8004 | 0.5118 | 0.8004 | 0.8946 |
289
+ | No log | 4.8081 | 476 | 0.9206 | 0.4838 | 0.9206 | 0.9595 |
290
+ | No log | 4.8283 | 478 | 0.8521 | 0.5289 | 0.8521 | 0.9231 |
291
+ | No log | 4.8485 | 480 | 0.7690 | 0.6133 | 0.7690 | 0.8769 |
292
+ | No log | 4.8687 | 482 | 0.6569 | 0.6158 | 0.6569 | 0.8105 |
293
+ | No log | 4.8889 | 484 | 0.5814 | 0.6426 | 0.5814 | 0.7625 |
294
+ | No log | 4.9091 | 486 | 0.5785 | 0.6212 | 0.5785 | 0.7606 |
295
+ | No log | 4.9293 | 488 | 0.6568 | 0.5166 | 0.6568 | 0.8104 |
296
+ | No log | 4.9495 | 490 | 0.6658 | 0.5226 | 0.6658 | 0.8159 |
297
+ | No log | 4.9697 | 492 | 0.6055 | 0.5284 | 0.6055 | 0.7782 |
298
+ | No log | 4.9899 | 494 | 0.5939 | 0.5511 | 0.5939 | 0.7706 |
299
+ | No log | 5.0101 | 496 | 0.5528 | 0.5822 | 0.5528 | 0.7435 |
300
+ | No log | 5.0303 | 498 | 0.5732 | 0.5964 | 0.5732 | 0.7571 |
301
+ | 0.4876 | 5.0505 | 500 | 0.6873 | 0.6186 | 0.6873 | 0.8290 |
302
+ | 0.4876 | 5.0707 | 502 | 0.8884 | 0.6061 | 0.8884 | 0.9426 |
303
+ | 0.4876 | 5.0909 | 504 | 0.8593 | 0.6336 | 0.8593 | 0.9270 |
304
+ | 0.4876 | 5.1111 | 506 | 0.8956 | 0.6180 | 0.8956 | 0.9464 |
305
+ | 0.4876 | 5.1313 | 508 | 0.7881 | 0.6336 | 0.7881 | 0.8877 |
306
+ | 0.4876 | 5.1515 | 510 | 0.5734 | 0.6585 | 0.5734 | 0.7572 |
307
+ | 0.4876 | 5.1717 | 512 | 0.4950 | 0.6904 | 0.4950 | 0.7036 |
308
+ | 0.4876 | 5.1919 | 514 | 0.5015 | 0.6835 | 0.5015 | 0.7081 |
309
+ | 0.4876 | 5.2121 | 516 | 0.5933 | 0.6268 | 0.5933 | 0.7703 |
310
+ | 0.4876 | 5.2323 | 518 | 0.7506 | 0.5706 | 0.7506 | 0.8663 |
311
+ | 0.4876 | 5.2525 | 520 | 0.7081 | 0.6079 | 0.7081 | 0.8415 |
312
+ | 0.4876 | 5.2727 | 522 | 0.5472 | 0.6717 | 0.5472 | 0.7397 |
313
+ | 0.4876 | 5.2929 | 524 | 0.5032 | 0.6665 | 0.5032 | 0.7094 |
314
+ | 0.4876 | 5.3131 | 526 | 0.4883 | 0.6676 | 0.4883 | 0.6988 |
315
+ | 0.4876 | 5.3333 | 528 | 0.5352 | 0.6655 | 0.5352 | 0.7316 |
316
+ | 0.4876 | 5.3535 | 530 | 0.7012 | 0.5468 | 0.7012 | 0.8374 |
317
+ | 0.4876 | 5.3737 | 532 | 0.7671 | 0.5028 | 0.7671 | 0.8758 |
318
+ | 0.4876 | 5.3939 | 534 | 0.6626 | 0.5728 | 0.6626 | 0.8140 |
319
+ | 0.4876 | 5.4141 | 536 | 0.5954 | 0.6111 | 0.5954 | 0.7716 |
320
+ | 0.4876 | 5.4343 | 538 | 0.5575 | 0.6613 | 0.5575 | 0.7467 |
321
+ | 0.4876 | 5.4545 | 540 | 0.5687 | 0.6405 | 0.5687 | 0.7541 |
322
+ | 0.4876 | 5.4747 | 542 | 0.6631 | 0.6029 | 0.6631 | 0.8143 |
323
+ | 0.4876 | 5.4949 | 544 | 0.8537 | 0.5212 | 0.8537 | 0.9240 |
324
+ | 0.4876 | 5.5152 | 546 | 0.8623 | 0.5287 | 0.8623 | 0.9286 |
325
+ | 0.4876 | 5.5354 | 548 | 0.7179 | 0.5904 | 0.7179 | 0.8473 |
326
+ | 0.4876 | 5.5556 | 550 | 0.5310 | 0.6952 | 0.5310 | 0.7287 |
327
+ | 0.4876 | 5.5758 | 552 | 0.5100 | 0.6914 | 0.5100 | 0.7142 |
328
+ | 0.4876 | 5.5960 | 554 | 0.5379 | 0.6800 | 0.5379 | 0.7334 |
329
+ | 0.4876 | 5.6162 | 556 | 0.6673 | 0.5900 | 0.6673 | 0.8169 |
330
+ | 0.4876 | 5.6364 | 558 | 0.8003 | 0.5491 | 0.8003 | 0.8946 |
331
+ | 0.4876 | 5.6566 | 560 | 0.7417 | 0.5467 | 0.7417 | 0.8612 |
332
+ | 0.4876 | 5.6768 | 562 | 0.6314 | 0.5719 | 0.6314 | 0.7946 |
333
+ | 0.4876 | 5.6970 | 564 | 0.5691 | 0.5934 | 0.5691 | 0.7544 |
334
 
335
 
336
  ### Framework versions