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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k10_task7_organization

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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: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task7_organization
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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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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task7_organization
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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: 0.4981
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- - Qwk: 0.5687
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- - Mse: 0.4981
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- - Rmse: 0.7058
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  ## Model description
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@@ -47,270 +47,296 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0444 | 2 | 2.5702 | -0.0646 | 2.5702 | 1.6032 |
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- | No log | 0.0889 | 4 | 1.4284 | 0.1228 | 1.4284 | 1.1952 |
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- | No log | 0.1333 | 6 | 0.7223 | 0.1372 | 0.7223 | 0.8499 |
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- | No log | 0.1778 | 8 | 0.7626 | -0.0127 | 0.7626 | 0.8733 |
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- | No log | 0.2222 | 10 | 0.8532 | 0.2756 | 0.8532 | 0.9237 |
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- | No log | 0.2667 | 12 | 0.7514 | 0.4080 | 0.7514 | 0.8668 |
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- | No log | 0.3111 | 14 | 0.5717 | 0.3649 | 0.5717 | 0.7561 |
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- | No log | 0.3556 | 16 | 0.5107 | 0.3580 | 0.5107 | 0.7146 |
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- | No log | 0.4 | 18 | 0.5364 | 0.5050 | 0.5364 | 0.7324 |
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- | No log | 0.4444 | 20 | 0.4662 | 0.5574 | 0.4662 | 0.6828 |
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- | No log | 0.4889 | 22 | 0.4818 | 0.5449 | 0.4818 | 0.6941 |
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- | No log | 0.5333 | 24 | 0.5988 | 0.5763 | 0.5988 | 0.7738 |
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- | No log | 0.5778 | 26 | 0.5844 | 0.5911 | 0.5844 | 0.7645 |
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- | No log | 0.6222 | 28 | 0.5480 | 0.5856 | 0.5480 | 0.7402 |
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- | No log | 0.6667 | 30 | 0.4559 | 0.5682 | 0.4559 | 0.6752 |
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- | No log | 0.7111 | 32 | 0.4367 | 0.6542 | 0.4367 | 0.6608 |
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- | No log | 0.7556 | 34 | 0.4329 | 0.7175 | 0.4329 | 0.6580 |
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- | No log | 0.8 | 36 | 0.5663 | 0.5900 | 0.5663 | 0.7525 |
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- | No log | 0.8444 | 38 | 0.6866 | 0.5529 | 0.6866 | 0.8286 |
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- | No log | 0.8889 | 40 | 0.6231 | 0.5688 | 0.6231 | 0.7894 |
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- | No log | 0.9333 | 42 | 0.4720 | 0.7409 | 0.4720 | 0.6870 |
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- | No log | 0.9778 | 44 | 0.6049 | 0.6457 | 0.6049 | 0.7777 |
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- | No log | 1.0222 | 46 | 0.6175 | 0.6334 | 0.6175 | 0.7858 |
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- | No log | 1.0667 | 48 | 0.4797 | 0.7177 | 0.4797 | 0.6926 |
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- | No log | 1.1111 | 50 | 0.6847 | 0.4760 | 0.6847 | 0.8275 |
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- | No log | 1.1556 | 52 | 0.8187 | 0.4385 | 0.8187 | 0.9048 |
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- | No log | 1.2 | 54 | 0.6313 | 0.5234 | 0.6313 | 0.7945 |
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- | No log | 1.2444 | 56 | 0.4575 | 0.5888 | 0.4575 | 0.6764 |
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- | No log | 1.2889 | 58 | 0.6901 | 0.5402 | 0.6901 | 0.8307 |
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- | No log | 1.3333 | 60 | 0.6900 | 0.5364 | 0.6900 | 0.8307 |
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- | No log | 1.3778 | 62 | 0.5076 | 0.6025 | 0.5076 | 0.7125 |
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- | No log | 1.4222 | 64 | 0.4738 | 0.6118 | 0.4738 | 0.6883 |
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- | No log | 1.4667 | 66 | 0.4991 | 0.6620 | 0.4991 | 0.7065 |
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- | No log | 1.5111 | 68 | 0.5416 | 0.6303 | 0.5416 | 0.7359 |
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- | No log | 1.5556 | 70 | 0.4980 | 0.6280 | 0.4980 | 0.7057 |
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- | No log | 1.6 | 72 | 0.5653 | 0.5225 | 0.5653 | 0.7519 |
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- | No log | 1.6444 | 74 | 0.6272 | 0.4681 | 0.6272 | 0.7919 |
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- | No log | 1.6889 | 76 | 0.4715 | 0.5936 | 0.4715 | 0.6867 |
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- | No log | 1.7333 | 78 | 0.5121 | 0.6401 | 0.5121 | 0.7156 |
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- | No log | 1.7778 | 80 | 0.9030 | 0.4228 | 0.9030 | 0.9503 |
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- | No log | 1.8222 | 82 | 0.9652 | 0.3861 | 0.9652 | 0.9825 |
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- | No log | 1.8667 | 84 | 0.6222 | 0.5839 | 0.6222 | 0.7888 |
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- | No log | 1.9111 | 86 | 0.4302 | 0.6805 | 0.4302 | 0.6559 |
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- | No log | 1.9556 | 88 | 0.4503 | 0.6779 | 0.4503 | 0.6710 |
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- | No log | 2.0 | 90 | 0.4379 | 0.6918 | 0.4379 | 0.6617 |
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- | No log | 2.0444 | 92 | 0.6864 | 0.5059 | 0.6864 | 0.8285 |
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- | No log | 2.0889 | 94 | 1.1001 | 0.3601 | 1.1001 | 1.0489 |
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- | No log | 2.1333 | 96 | 1.1094 | 0.3424 | 1.1094 | 1.0533 |
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- | No log | 2.1778 | 98 | 0.8370 | 0.4681 | 0.8370 | 0.9149 |
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- | No log | 2.2222 | 100 | 0.4717 | 0.5979 | 0.4717 | 0.6868 |
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- | No log | 2.2667 | 102 | 0.4264 | 0.6052 | 0.4264 | 0.6530 |
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- | No log | 2.3111 | 104 | 0.4217 | 0.6010 | 0.4217 | 0.6494 |
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- | No log | 2.3556 | 106 | 0.5129 | 0.5033 | 0.5129 | 0.7162 |
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- | No log | 2.4 | 108 | 0.5995 | 0.4556 | 0.5995 | 0.7743 |
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- | No log | 2.4444 | 110 | 0.5768 | 0.4926 | 0.5768 | 0.7595 |
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- | No log | 2.4889 | 112 | 0.4754 | 0.6013 | 0.4754 | 0.6895 |
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- | No log | 2.5333 | 114 | 0.4825 | 0.5779 | 0.4825 | 0.6946 |
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- | No log | 2.5778 | 116 | 0.6389 | 0.5281 | 0.6389 | 0.7993 |
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- | No log | 2.6222 | 118 | 0.6783 | 0.5281 | 0.6783 | 0.8236 |
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- | No log | 2.6667 | 120 | 0.5227 | 0.5513 | 0.5227 | 0.7230 |
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- | No log | 2.7111 | 122 | 0.4816 | 0.5476 | 0.4816 | 0.6939 |
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- | No log | 2.7556 | 124 | 0.4788 | 0.5373 | 0.4788 | 0.6920 |
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- | No log | 2.8 | 126 | 0.4739 | 0.5304 | 0.4739 | 0.6884 |
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- | No log | 2.8444 | 128 | 0.4919 | 0.6007 | 0.4919 | 0.7014 |
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- | No log | 2.8889 | 130 | 0.5355 | 0.5983 | 0.5355 | 0.7318 |
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- | No log | 2.9333 | 132 | 0.5285 | 0.5592 | 0.5285 | 0.7270 |
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- | No log | 2.9778 | 134 | 0.5401 | 0.5127 | 0.5401 | 0.7349 |
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- | No log | 3.0222 | 136 | 0.6252 | 0.5219 | 0.6252 | 0.7907 |
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- | No log | 3.0667 | 138 | 0.6783 | 0.5147 | 0.6783 | 0.8236 |
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- | No log | 3.1111 | 140 | 0.5652 | 0.5626 | 0.5652 | 0.7518 |
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- | No log | 3.1556 | 142 | 0.5421 | 0.4813 | 0.5421 | 0.7363 |
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- | No log | 3.2 | 144 | 0.5366 | 0.4697 | 0.5366 | 0.7325 |
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- | No log | 3.2444 | 146 | 0.5319 | 0.5101 | 0.5319 | 0.7293 |
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- | No log | 3.2889 | 148 | 0.5067 | 0.5336 | 0.5067 | 0.7119 |
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- | No log | 3.3333 | 150 | 0.4942 | 0.6223 | 0.4942 | 0.7030 |
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- | No log | 3.3778 | 152 | 0.5532 | 0.6030 | 0.5532 | 0.7438 |
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- | No log | 3.4222 | 154 | 0.6095 | 0.5678 | 0.6095 | 0.7807 |
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- | No log | 3.4667 | 156 | 0.5514 | 0.5543 | 0.5514 | 0.7426 |
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- | No log | 3.5111 | 158 | 0.4657 | 0.6183 | 0.4657 | 0.6824 |
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- | No log | 3.5556 | 160 | 0.4899 | 0.5597 | 0.4899 | 0.6999 |
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- | No log | 3.6 | 162 | 0.5935 | 0.5364 | 0.5935 | 0.7704 |
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- | No log | 3.6444 | 164 | 0.5747 | 0.5627 | 0.5747 | 0.7581 |
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- | No log | 3.6889 | 166 | 0.4750 | 0.6805 | 0.4750 | 0.6892 |
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- | No log | 3.7333 | 168 | 0.6230 | 0.5401 | 0.6230 | 0.7893 |
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- | No log | 3.7778 | 170 | 0.7156 | 0.4304 | 0.7156 | 0.8459 |
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- | No log | 3.8222 | 172 | 0.5726 | 0.6218 | 0.5726 | 0.7567 |
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- | No log | 3.8667 | 174 | 0.4700 | 0.5812 | 0.4700 | 0.6856 |
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- | No log | 3.9111 | 176 | 0.5528 | 0.5190 | 0.5528 | 0.7435 |
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- | No log | 3.9556 | 178 | 0.5333 | 0.5450 | 0.5333 | 0.7302 |
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- | No log | 4.0 | 180 | 0.4784 | 0.5711 | 0.4784 | 0.6916 |
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- | No log | 4.0444 | 182 | 0.4381 | 0.6184 | 0.4381 | 0.6619 |
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- | No log | 4.0889 | 184 | 0.4430 | 0.6156 | 0.4430 | 0.6656 |
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- | No log | 4.1333 | 186 | 0.4466 | 0.5941 | 0.4466 | 0.6683 |
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- | No log | 4.1778 | 188 | 0.4348 | 0.6255 | 0.4348 | 0.6594 |
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- | No log | 4.2222 | 190 | 0.4215 | 0.6255 | 0.4215 | 0.6492 |
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- | No log | 4.2667 | 192 | 0.4373 | 0.6114 | 0.4373 | 0.6613 |
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- | No log | 4.3111 | 194 | 0.4759 | 0.6181 | 0.4759 | 0.6898 |
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- | No log | 4.3556 | 196 | 0.4481 | 0.6082 | 0.4481 | 0.6694 |
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- | No log | 4.4 | 198 | 0.4478 | 0.4828 | 0.4478 | 0.6692 |
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- | No log | 4.4444 | 200 | 0.5602 | 0.4644 | 0.5602 | 0.7485 |
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- | No log | 4.4889 | 202 | 0.5598 | 0.4728 | 0.5598 | 0.7482 |
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- | No log | 4.5333 | 204 | 0.4766 | 0.5349 | 0.4766 | 0.6904 |
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- | No log | 4.5778 | 206 | 0.4533 | 0.5521 | 0.4533 | 0.6733 |
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- | No log | 4.6222 | 208 | 0.4555 | 0.6269 | 0.4555 | 0.6749 |
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- | No log | 4.6667 | 210 | 0.4848 | 0.5706 | 0.4848 | 0.6962 |
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- | No log | 4.7111 | 212 | 0.5339 | 0.6218 | 0.5339 | 0.7307 |
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- | No log | 4.7556 | 214 | 0.5572 | 0.6218 | 0.5572 | 0.7465 |
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- | No log | 4.8 | 216 | 0.5612 | 0.6218 | 0.5612 | 0.7491 |
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- | No log | 4.8444 | 218 | 0.4985 | 0.6053 | 0.4985 | 0.7061 |
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- | No log | 4.8889 | 220 | 0.4785 | 0.5142 | 0.4785 | 0.6918 |
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- | No log | 4.9333 | 222 | 0.5064 | 0.5528 | 0.5064 | 0.7116 |
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- | No log | 4.9778 | 224 | 0.5086 | 0.5254 | 0.5086 | 0.7132 |
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- | No log | 5.0222 | 226 | 0.4894 | 0.5485 | 0.4894 | 0.6996 |
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- | No log | 5.0667 | 228 | 0.4714 | 0.5020 | 0.4714 | 0.6866 |
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- | No log | 5.1111 | 230 | 0.4903 | 0.6197 | 0.4903 | 0.7002 |
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- | No log | 5.1556 | 232 | 0.4999 | 0.6317 | 0.4999 | 0.7070 |
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- | No log | 5.2 | 234 | 0.4885 | 0.5707 | 0.4885 | 0.6989 |
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- | No log | 5.2444 | 236 | 0.5443 | 0.5319 | 0.5443 | 0.7377 |
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- | No log | 5.2889 | 238 | 0.6445 | 0.5526 | 0.6445 | 0.8028 |
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- | No log | 5.3333 | 240 | 0.6805 | 0.5702 | 0.6805 | 0.8249 |
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- | No log | 5.3778 | 242 | 0.5315 | 0.5739 | 0.5315 | 0.7291 |
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- | No log | 5.4222 | 244 | 0.4536 | 0.5765 | 0.4536 | 0.6735 |
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- | No log | 5.4667 | 246 | 0.5219 | 0.5735 | 0.5219 | 0.7224 |
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- | No log | 5.5111 | 248 | 0.5343 | 0.5735 | 0.5343 | 0.7310 |
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- | No log | 5.5556 | 250 | 0.4892 | 0.5528 | 0.4892 | 0.6994 |
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- | No log | 5.6 | 252 | 0.4453 | 0.6402 | 0.4453 | 0.6673 |
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- | No log | 5.6444 | 254 | 0.4395 | 0.6589 | 0.4395 | 0.6629 |
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- | No log | 5.6889 | 256 | 0.4578 | 0.6210 | 0.4578 | 0.6766 |
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- | No log | 5.7333 | 258 | 0.4813 | 0.5672 | 0.4813 | 0.6938 |
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- | No log | 5.7778 | 260 | 0.4951 | 0.5935 | 0.4951 | 0.7037 |
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- | No log | 5.8222 | 262 | 0.4571 | 0.6330 | 0.4571 | 0.6761 |
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- | No log | 5.8667 | 264 | 0.4376 | 0.6402 | 0.4376 | 0.6615 |
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- | No log | 5.9111 | 266 | 0.4501 | 0.6210 | 0.4501 | 0.6709 |
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- | No log | 5.9556 | 268 | 0.4761 | 0.5528 | 0.4761 | 0.6900 |
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- | No log | 6.0 | 270 | 0.4628 | 0.5733 | 0.4628 | 0.6803 |
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- | No log | 6.0444 | 272 | 0.4788 | 0.5855 | 0.4788 | 0.6919 |
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- | No log | 6.0889 | 274 | 0.5674 | 0.5595 | 0.5674 | 0.7533 |
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- | No log | 6.1333 | 276 | 0.6194 | 0.5543 | 0.6194 | 0.7870 |
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- | No log | 6.1778 | 278 | 0.5772 | 0.5749 | 0.5772 | 0.7598 |
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- | No log | 6.2222 | 280 | 0.5577 | 0.5331 | 0.5577 | 0.7468 |
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- | No log | 6.2667 | 282 | 0.4973 | 0.5135 | 0.4973 | 0.7052 |
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- | No log | 6.3111 | 284 | 0.4795 | 0.5883 | 0.4795 | 0.6925 |
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- | No log | 6.3556 | 286 | 0.5180 | 0.4292 | 0.5180 | 0.7197 |
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- | No log | 6.4 | 288 | 0.5339 | 0.4020 | 0.5339 | 0.7307 |
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- | No log | 6.4444 | 290 | 0.5078 | 0.4639 | 0.5078 | 0.7126 |
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- | No log | 6.4889 | 292 | 0.4862 | 0.5941 | 0.4862 | 0.6973 |
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- | No log | 6.5333 | 294 | 0.5148 | 0.5248 | 0.5148 | 0.7175 |
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- | No log | 6.5778 | 296 | 0.5249 | 0.5248 | 0.5249 | 0.7245 |
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- | No log | 6.6222 | 298 | 0.5060 | 0.5446 | 0.5060 | 0.7113 |
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- | No log | 6.6667 | 300 | 0.5253 | 0.4212 | 0.5253 | 0.7248 |
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- | No log | 6.7111 | 302 | 0.6489 | 0.4707 | 0.6489 | 0.8055 |
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- | No log | 6.7556 | 304 | 0.6484 | 0.4562 | 0.6484 | 0.8053 |
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- | No log | 6.8 | 306 | 0.5803 | 0.4815 | 0.5803 | 0.7618 |
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- | No log | 6.8444 | 308 | 0.5098 | 0.4555 | 0.5098 | 0.7140 |
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- | No log | 6.8889 | 310 | 0.4820 | 0.5677 | 0.4820 | 0.6942 |
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- | No log | 6.9333 | 312 | 0.4883 | 0.5405 | 0.4883 | 0.6988 |
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- | No log | 6.9778 | 314 | 0.4859 | 0.5782 | 0.4859 | 0.6971 |
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- | No log | 7.0222 | 316 | 0.4742 | 0.5476 | 0.4742 | 0.6886 |
210
- | No log | 7.0667 | 318 | 0.4654 | 0.5956 | 0.4654 | 0.6822 |
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- | No log | 7.1111 | 320 | 0.4635 | 0.5956 | 0.4635 | 0.6808 |
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- | No log | 7.1556 | 322 | 0.4545 | 0.5956 | 0.4545 | 0.6742 |
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- | No log | 7.2 | 324 | 0.4676 | 0.5860 | 0.4676 | 0.6838 |
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- | No log | 7.2444 | 326 | 0.5314 | 0.5552 | 0.5314 | 0.7290 |
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- | No log | 7.2889 | 328 | 0.5261 | 0.5973 | 0.5261 | 0.7253 |
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- | No log | 7.3333 | 330 | 0.4868 | 0.6560 | 0.4868 | 0.6977 |
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- | No log | 7.3778 | 332 | 0.5424 | 0.5997 | 0.5424 | 0.7365 |
218
- | No log | 7.4222 | 334 | 0.5788 | 0.5862 | 0.5788 | 0.7608 |
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- | No log | 7.4667 | 336 | 0.5243 | 0.5970 | 0.5243 | 0.7241 |
220
- | No log | 7.5111 | 338 | 0.4859 | 0.6267 | 0.4859 | 0.6971 |
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- | No log | 7.5556 | 340 | 0.5284 | 0.5501 | 0.5284 | 0.7269 |
222
- | No log | 7.6 | 342 | 0.5379 | 0.5272 | 0.5379 | 0.7334 |
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- | No log | 7.6444 | 344 | 0.5112 | 0.5362 | 0.5112 | 0.7150 |
224
- | No log | 7.6889 | 346 | 0.4948 | 0.4463 | 0.4948 | 0.7034 |
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- | No log | 7.7333 | 348 | 0.4912 | 0.4839 | 0.4912 | 0.7009 |
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- | No log | 7.7778 | 350 | 0.4940 | 0.5302 | 0.4940 | 0.7028 |
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- | No log | 7.8222 | 352 | 0.4965 | 0.5523 | 0.4965 | 0.7046 |
228
- | No log | 7.8667 | 354 | 0.5027 | 0.6383 | 0.5027 | 0.7090 |
229
- | No log | 7.9111 | 356 | 0.4937 | 0.6009 | 0.4937 | 0.7026 |
230
- | No log | 7.9556 | 358 | 0.4733 | 0.5784 | 0.4733 | 0.6880 |
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- | No log | 8.0 | 360 | 0.4589 | 0.5784 | 0.4589 | 0.6774 |
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- | No log | 8.0444 | 362 | 0.4524 | 0.6078 | 0.4524 | 0.6726 |
233
- | No log | 8.0889 | 364 | 0.4519 | 0.5574 | 0.4519 | 0.6723 |
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- | No log | 8.1333 | 366 | 0.4536 | 0.5662 | 0.4536 | 0.6735 |
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- | No log | 8.1778 | 368 | 0.4754 | 0.6771 | 0.4754 | 0.6895 |
236
- | No log | 8.2222 | 370 | 0.4987 | 0.6503 | 0.4987 | 0.7062 |
237
- | No log | 8.2667 | 372 | 0.5169 | 0.5438 | 0.5169 | 0.7190 |
238
- | No log | 8.3111 | 374 | 0.5047 | 0.5702 | 0.5047 | 0.7104 |
239
- | No log | 8.3556 | 376 | 0.4916 | 0.5042 | 0.4916 | 0.7011 |
240
- | No log | 8.4 | 378 | 0.4975 | 0.5665 | 0.4975 | 0.7053 |
241
- | No log | 8.4444 | 380 | 0.5019 | 0.5472 | 0.5019 | 0.7084 |
242
- | No log | 8.4889 | 382 | 0.4935 | 0.4634 | 0.4935 | 0.7025 |
243
- | No log | 8.5333 | 384 | 0.4907 | 0.4126 | 0.4907 | 0.7005 |
244
- | No log | 8.5778 | 386 | 0.4848 | 0.4384 | 0.4848 | 0.6963 |
245
- | No log | 8.6222 | 388 | 0.4837 | 0.4569 | 0.4837 | 0.6955 |
246
- | No log | 8.6667 | 390 | 0.4717 | 0.5248 | 0.4717 | 0.6868 |
247
- | No log | 8.7111 | 392 | 0.4683 | 0.5899 | 0.4683 | 0.6843 |
248
- | No log | 8.7556 | 394 | 0.4999 | 0.5723 | 0.4999 | 0.7070 |
249
- | No log | 8.8 | 396 | 0.4946 | 0.5593 | 0.4946 | 0.7033 |
250
- | No log | 8.8444 | 398 | 0.4630 | 0.5995 | 0.4630 | 0.6804 |
251
- | No log | 8.8889 | 400 | 0.4641 | 0.6101 | 0.4641 | 0.6813 |
252
- | No log | 8.9333 | 402 | 0.5386 | 0.5178 | 0.5386 | 0.7339 |
253
- | No log | 8.9778 | 404 | 0.5746 | 0.5474 | 0.5746 | 0.7580 |
254
- | No log | 9.0222 | 406 | 0.5376 | 0.5400 | 0.5376 | 0.7332 |
255
- | No log | 9.0667 | 408 | 0.4880 | 0.5495 | 0.4880 | 0.6986 |
256
- | No log | 9.1111 | 410 | 0.4771 | 0.5831 | 0.4771 | 0.6907 |
257
- | No log | 9.1556 | 412 | 0.4958 | 0.4681 | 0.4958 | 0.7041 |
258
- | No log | 9.2 | 414 | 0.5375 | 0.5104 | 0.5375 | 0.7331 |
259
- | No log | 9.2444 | 416 | 0.5618 | 0.4929 | 0.5618 | 0.7495 |
260
- | No log | 9.2889 | 418 | 0.5285 | 0.5098 | 0.5285 | 0.7270 |
261
- | No log | 9.3333 | 420 | 0.4879 | 0.6142 | 0.4879 | 0.6985 |
262
- | No log | 9.3778 | 422 | 0.4732 | 0.6142 | 0.4732 | 0.6879 |
263
- | No log | 9.4222 | 424 | 0.4661 | 0.6267 | 0.4661 | 0.6827 |
264
- | No log | 9.4667 | 426 | 0.4663 | 0.6267 | 0.4663 | 0.6828 |
265
- | No log | 9.5111 | 428 | 0.4705 | 0.5782 | 0.4705 | 0.6859 |
266
- | No log | 9.5556 | 430 | 0.4784 | 0.5687 | 0.4784 | 0.6916 |
267
- | No log | 9.6 | 432 | 0.4787 | 0.5831 | 0.4787 | 0.6919 |
268
- | No log | 9.6444 | 434 | 0.4909 | 0.5472 | 0.4909 | 0.7006 |
269
- | No log | 9.6889 | 436 | 0.5017 | 0.5232 | 0.5017 | 0.7083 |
270
- | No log | 9.7333 | 438 | 0.4931 | 0.5472 | 0.4931 | 0.7022 |
271
- | No log | 9.7778 | 440 | 0.4881 | 0.6111 | 0.4881 | 0.6987 |
272
- | No log | 9.8222 | 442 | 0.4717 | 0.6542 | 0.4717 | 0.6868 |
273
- | No log | 9.8667 | 444 | 0.4601 | 0.6655 | 0.4601 | 0.6783 |
274
- | No log | 9.9111 | 446 | 0.4521 | 0.6566 | 0.4521 | 0.6724 |
275
- | No log | 9.9556 | 448 | 0.4505 | 0.6377 | 0.4505 | 0.6712 |
276
- | No log | 10.0 | 450 | 0.4467 | 0.6377 | 0.4467 | 0.6684 |
277
- | No log | 10.0444 | 452 | 0.4500 | 0.6292 | 0.4500 | 0.6708 |
278
- | No log | 10.0889 | 454 | 0.4669 | 0.5956 | 0.4669 | 0.6833 |
279
- | No log | 10.1333 | 456 | 0.4596 | 0.6491 | 0.4596 | 0.6779 |
280
- | No log | 10.1778 | 458 | 0.4576 | 0.5915 | 0.4576 | 0.6765 |
281
- | No log | 10.2222 | 460 | 0.4811 | 0.5956 | 0.4811 | 0.6936 |
282
- | No log | 10.2667 | 462 | 0.5333 | 0.5706 | 0.5333 | 0.7303 |
283
- | No log | 10.3111 | 464 | 0.5333 | 0.5368 | 0.5333 | 0.7303 |
284
- | No log | 10.3556 | 466 | 0.5042 | 0.5422 | 0.5042 | 0.7101 |
285
- | No log | 10.4 | 468 | 0.4937 | 0.5853 | 0.4937 | 0.7026 |
286
- | No log | 10.4444 | 470 | 0.5725 | 0.5473 | 0.5725 | 0.7566 |
287
- | No log | 10.4889 | 472 | 0.6722 | 0.5278 | 0.6722 | 0.8199 |
288
- | No log | 10.5333 | 474 | 0.6953 | 0.5278 | 0.6953 | 0.8338 |
289
- | No log | 10.5778 | 476 | 0.6337 | 0.4491 | 0.6337 | 0.7961 |
290
- | No log | 10.6222 | 478 | 0.5376 | 0.4020 | 0.5376 | 0.7332 |
291
- | No log | 10.6667 | 480 | 0.4645 | 0.5379 | 0.4645 | 0.6815 |
292
- | No log | 10.7111 | 482 | 0.4689 | 0.5512 | 0.4689 | 0.6848 |
293
- | No log | 10.7556 | 484 | 0.4785 | 0.5733 | 0.4785 | 0.6918 |
294
- | No log | 10.8 | 486 | 0.4762 | 0.6505 | 0.4762 | 0.6901 |
295
- | No log | 10.8444 | 488 | 0.4750 | 0.6329 | 0.4750 | 0.6892 |
296
- | No log | 10.8889 | 490 | 0.4778 | 0.5765 | 0.4778 | 0.6912 |
297
- | No log | 10.9333 | 492 | 0.5255 | 0.5299 | 0.5255 | 0.7249 |
298
- | No log | 10.9778 | 494 | 0.5395 | 0.5112 | 0.5395 | 0.7345 |
299
- | No log | 11.0222 | 496 | 0.5033 | 0.5368 | 0.5033 | 0.7094 |
300
- | No log | 11.0667 | 498 | 0.4686 | 0.6007 | 0.4686 | 0.6846 |
301
- | 0.3077 | 11.1111 | 500 | 0.4648 | 0.5979 | 0.4648 | 0.6818 |
302
- | 0.3077 | 11.1556 | 502 | 0.4635 | 0.5846 | 0.4635 | 0.6808 |
303
- | 0.3077 | 11.2 | 504 | 0.4621 | 0.5846 | 0.4621 | 0.6798 |
304
- | 0.3077 | 11.2444 | 506 | 0.4646 | 0.6060 | 0.4646 | 0.6816 |
305
- | 0.3077 | 11.2889 | 508 | 0.4711 | 0.6060 | 0.4711 | 0.6864 |
306
- | 0.3077 | 11.3333 | 510 | 0.4769 | 0.5979 | 0.4769 | 0.6906 |
307
- | 0.3077 | 11.3778 | 512 | 0.4881 | 0.6105 | 0.4881 | 0.6987 |
308
- | 0.3077 | 11.4222 | 514 | 0.4984 | 0.6105 | 0.4984 | 0.7060 |
309
- | 0.3077 | 11.4667 | 516 | 0.4947 | 0.5979 | 0.4947 | 0.7034 |
310
- | 0.3077 | 11.5111 | 518 | 0.4968 | 0.5533 | 0.4968 | 0.7048 |
311
- | 0.3077 | 11.5556 | 520 | 0.4952 | 0.5609 | 0.4952 | 0.7037 |
312
- | 0.3077 | 11.6 | 522 | 0.4946 | 0.5609 | 0.4946 | 0.7033 |
313
- | 0.3077 | 11.6444 | 524 | 0.4981 | 0.5687 | 0.4981 | 0.7058 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
314
 
315
 
316
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k10_task7_organization
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
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k10_task7_organization
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: 0.5006
19
+ - Qwk: 0.5444
20
+ - Mse: 0.5006
21
+ - Rmse: 0.7075
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.04 | 2 | 2.4911 | -0.0449 | 2.4911 | 1.5783 |
53
+ | No log | 0.08 | 4 | 1.1580 | 0.0991 | 1.1580 | 1.0761 |
54
+ | No log | 0.12 | 6 | 0.9096 | -0.1166 | 0.9096 | 0.9537 |
55
+ | No log | 0.16 | 8 | 0.9367 | 0.2164 | 0.9367 | 0.9678 |
56
+ | No log | 0.2 | 10 | 0.8205 | 0.3251 | 0.8205 | 0.9058 |
57
+ | No log | 0.24 | 12 | 0.6557 | 0.4076 | 0.6557 | 0.8097 |
58
+ | No log | 0.28 | 14 | 0.6618 | 0.4927 | 0.6618 | 0.8135 |
59
+ | No log | 0.32 | 16 | 0.8737 | 0.3368 | 0.8737 | 0.9347 |
60
+ | No log | 0.36 | 18 | 0.6192 | 0.4674 | 0.6192 | 0.7869 |
61
+ | No log | 0.4 | 20 | 0.5794 | 0.4663 | 0.5794 | 0.7612 |
62
+ | No log | 0.44 | 22 | 0.5545 | 0.4614 | 0.5545 | 0.7446 |
63
+ | No log | 0.48 | 24 | 0.5794 | 0.4908 | 0.5794 | 0.7612 |
64
+ | No log | 0.52 | 26 | 0.5769 | 0.4594 | 0.5769 | 0.7595 |
65
+ | No log | 0.56 | 28 | 0.6125 | 0.4346 | 0.6125 | 0.7826 |
66
+ | No log | 0.6 | 30 | 0.8259 | 0.4240 | 0.8259 | 0.9088 |
67
+ | No log | 0.64 | 32 | 0.6888 | 0.4667 | 0.6888 | 0.8299 |
68
+ | No log | 0.68 | 34 | 0.4446 | 0.6111 | 0.4446 | 0.6668 |
69
+ | No log | 0.72 | 36 | 0.5213 | 0.5538 | 0.5213 | 0.7220 |
70
+ | No log | 0.76 | 38 | 0.4612 | 0.5845 | 0.4612 | 0.6791 |
71
+ | No log | 0.8 | 40 | 0.4538 | 0.6852 | 0.4538 | 0.6736 |
72
+ | No log | 0.84 | 42 | 0.5798 | 0.5093 | 0.5798 | 0.7615 |
73
+ | No log | 0.88 | 44 | 0.5263 | 0.5347 | 0.5263 | 0.7254 |
74
+ | No log | 0.92 | 46 | 0.4364 | 0.6587 | 0.4364 | 0.6606 |
75
+ | No log | 0.96 | 48 | 0.4877 | 0.5997 | 0.4877 | 0.6983 |
76
+ | No log | 1.0 | 50 | 0.4823 | 0.6793 | 0.4823 | 0.6945 |
77
+ | No log | 1.04 | 52 | 0.5488 | 0.5804 | 0.5488 | 0.7408 |
78
+ | No log | 1.08 | 54 | 0.6016 | 0.5900 | 0.6016 | 0.7756 |
79
+ | No log | 1.12 | 56 | 0.6180 | 0.6105 | 0.6180 | 0.7862 |
80
+ | No log | 1.16 | 58 | 0.6418 | 0.5825 | 0.6418 | 0.8012 |
81
+ | No log | 1.2 | 60 | 0.5967 | 0.6310 | 0.5967 | 0.7725 |
82
+ | No log | 1.24 | 62 | 0.5183 | 0.7130 | 0.5183 | 0.7199 |
83
+ | No log | 1.28 | 64 | 0.7494 | 0.4888 | 0.7494 | 0.8657 |
84
+ | No log | 1.32 | 66 | 0.8813 | 0.4354 | 0.8813 | 0.9388 |
85
+ | No log | 1.3600 | 68 | 0.6693 | 0.4580 | 0.6693 | 0.8181 |
86
+ | No log | 1.4 | 70 | 0.4471 | 0.6395 | 0.4471 | 0.6687 |
87
+ | No log | 1.44 | 72 | 0.4435 | 0.6418 | 0.4435 | 0.6660 |
88
+ | No log | 1.48 | 74 | 0.4418 | 0.6228 | 0.4418 | 0.6647 |
89
+ | No log | 1.52 | 76 | 0.4701 | 0.5302 | 0.4701 | 0.6856 |
90
+ | No log | 1.56 | 78 | 0.4800 | 0.5523 | 0.4800 | 0.6928 |
91
+ | No log | 1.6 | 80 | 0.4961 | 0.5563 | 0.4961 | 0.7043 |
92
+ | No log | 1.6400 | 82 | 0.4654 | 0.5799 | 0.4654 | 0.6822 |
93
+ | No log | 1.6800 | 84 | 0.4570 | 0.6472 | 0.4570 | 0.6760 |
94
+ | No log | 1.72 | 86 | 0.5189 | 0.6459 | 0.5189 | 0.7203 |
95
+ | No log | 1.76 | 88 | 0.4842 | 0.6269 | 0.4842 | 0.6959 |
96
+ | No log | 1.8 | 90 | 0.4656 | 0.6047 | 0.4656 | 0.6823 |
97
+ | No log | 1.8400 | 92 | 0.5881 | 0.5393 | 0.5881 | 0.7669 |
98
+ | No log | 1.88 | 94 | 0.5084 | 0.5794 | 0.5084 | 0.7130 |
99
+ | No log | 1.92 | 96 | 0.5029 | 0.5445 | 0.5029 | 0.7091 |
100
+ | No log | 1.96 | 98 | 0.4842 | 0.5445 | 0.4842 | 0.6958 |
101
+ | No log | 2.0 | 100 | 0.5336 | 0.4986 | 0.5336 | 0.7305 |
102
+ | No log | 2.04 | 102 | 0.5529 | 0.4926 | 0.5529 | 0.7436 |
103
+ | No log | 2.08 | 104 | 0.4315 | 0.6673 | 0.4315 | 0.6569 |
104
+ | No log | 2.12 | 106 | 0.4519 | 0.6082 | 0.4519 | 0.6722 |
105
+ | No log | 2.16 | 108 | 0.4823 | 0.5283 | 0.4823 | 0.6945 |
106
+ | No log | 2.2 | 110 | 0.6416 | 0.5103 | 0.6416 | 0.8010 |
107
+ | No log | 2.24 | 112 | 0.5364 | 0.5090 | 0.5364 | 0.7324 |
108
+ | No log | 2.2800 | 114 | 0.4683 | 0.6617 | 0.4683 | 0.6843 |
109
+ | No log | 2.32 | 116 | 0.4608 | 0.6894 | 0.4608 | 0.6788 |
110
+ | No log | 2.36 | 118 | 0.4657 | 0.6519 | 0.4657 | 0.6824 |
111
+ | No log | 2.4 | 120 | 0.4768 | 0.5512 | 0.4768 | 0.6905 |
112
+ | No log | 2.44 | 122 | 0.4674 | 0.5682 | 0.4674 | 0.6837 |
113
+ | No log | 2.48 | 124 | 0.4462 | 0.7054 | 0.4462 | 0.6680 |
114
+ | No log | 2.52 | 126 | 0.4456 | 0.7114 | 0.4456 | 0.6675 |
115
+ | No log | 2.56 | 128 | 0.4385 | 0.7114 | 0.4385 | 0.6622 |
116
+ | No log | 2.6 | 130 | 0.4715 | 0.5569 | 0.4715 | 0.6867 |
117
+ | No log | 2.64 | 132 | 0.4221 | 0.7123 | 0.4221 | 0.6497 |
118
+ | No log | 2.68 | 134 | 0.4177 | 0.7123 | 0.4177 | 0.6463 |
119
+ | No log | 2.7200 | 136 | 0.4110 | 0.7133 | 0.4110 | 0.6411 |
120
+ | No log | 2.76 | 138 | 0.4038 | 0.6489 | 0.4038 | 0.6355 |
121
+ | No log | 2.8 | 140 | 0.4224 | 0.5933 | 0.4224 | 0.6500 |
122
+ | No log | 2.84 | 142 | 0.4188 | 0.6210 | 0.4188 | 0.6472 |
123
+ | No log | 2.88 | 144 | 0.4022 | 0.6370 | 0.4022 | 0.6342 |
124
+ | No log | 2.92 | 146 | 0.4082 | 0.6370 | 0.4082 | 0.6389 |
125
+ | No log | 2.96 | 148 | 0.3880 | 0.6946 | 0.3880 | 0.6229 |
126
+ | No log | 3.0 | 150 | 0.4118 | 0.7414 | 0.4118 | 0.6417 |
127
+ | No log | 3.04 | 152 | 0.4198 | 0.7491 | 0.4198 | 0.6479 |
128
+ | No log | 3.08 | 154 | 0.5076 | 0.5450 | 0.5076 | 0.7124 |
129
+ | No log | 3.12 | 156 | 0.4491 | 0.7137 | 0.4491 | 0.6702 |
130
+ | No log | 3.16 | 158 | 0.4203 | 0.7053 | 0.4203 | 0.6483 |
131
+ | No log | 3.2 | 160 | 0.4045 | 0.7532 | 0.4045 | 0.6360 |
132
+ | No log | 3.24 | 162 | 0.4054 | 0.7173 | 0.4054 | 0.6367 |
133
+ | No log | 3.2800 | 164 | 0.3903 | 0.6946 | 0.3903 | 0.6247 |
134
+ | No log | 3.32 | 166 | 0.4321 | 0.6047 | 0.4321 | 0.6573 |
135
+ | No log | 3.36 | 168 | 0.4142 | 0.5633 | 0.4142 | 0.6436 |
136
+ | No log | 3.4 | 170 | 0.4182 | 0.6620 | 0.4182 | 0.6466 |
137
+ | No log | 3.44 | 172 | 0.4705 | 0.6165 | 0.4705 | 0.6860 |
138
+ | No log | 3.48 | 174 | 0.3967 | 0.7118 | 0.3967 | 0.6299 |
139
+ | No log | 3.52 | 176 | 0.5074 | 0.5460 | 0.5074 | 0.7123 |
140
+ | No log | 3.56 | 178 | 0.6428 | 0.5018 | 0.6428 | 0.8018 |
141
+ | No log | 3.6 | 180 | 0.5242 | 0.5265 | 0.5242 | 0.7240 |
142
+ | No log | 3.64 | 182 | 0.4007 | 0.7022 | 0.4007 | 0.6330 |
143
+ | No log | 3.68 | 184 | 0.4007 | 0.7118 | 0.4007 | 0.6330 |
144
+ | No log | 3.7200 | 186 | 0.4324 | 0.6701 | 0.4324 | 0.6576 |
145
+ | No log | 3.76 | 188 | 0.4283 | 0.6501 | 0.4283 | 0.6545 |
146
+ | No log | 3.8 | 190 | 0.4123 | 0.6924 | 0.4123 | 0.6421 |
147
+ | No log | 3.84 | 192 | 0.5044 | 0.5863 | 0.5044 | 0.7102 |
148
+ | No log | 3.88 | 194 | 0.4596 | 0.6259 | 0.4596 | 0.6780 |
149
+ | No log | 3.92 | 196 | 0.4016 | 0.7324 | 0.4016 | 0.6337 |
150
+ | No log | 3.96 | 198 | 0.5575 | 0.5408 | 0.5575 | 0.7467 |
151
+ | No log | 4.0 | 200 | 0.5816 | 0.5609 | 0.5816 | 0.7626 |
152
+ | No log | 4.04 | 202 | 0.4382 | 0.6537 | 0.4382 | 0.6620 |
153
+ | No log | 4.08 | 204 | 0.4202 | 0.6439 | 0.4202 | 0.6482 |
154
+ | No log | 4.12 | 206 | 0.5315 | 0.5471 | 0.5315 | 0.7291 |
155
+ | No log | 4.16 | 208 | 0.5250 | 0.5024 | 0.5250 | 0.7245 |
156
+ | No log | 4.2 | 210 | 0.4222 | 0.6422 | 0.4222 | 0.6498 |
157
+ | No log | 4.24 | 212 | 0.4724 | 0.5226 | 0.4724 | 0.6873 |
158
+ | No log | 4.28 | 214 | 0.4652 | 0.5698 | 0.4652 | 0.6820 |
159
+ | No log | 4.32 | 216 | 0.4317 | 0.6308 | 0.4317 | 0.6570 |
160
+ | No log | 4.36 | 218 | 0.4267 | 0.7326 | 0.4267 | 0.6533 |
161
+ | No log | 4.4 | 220 | 0.5341 | 0.5586 | 0.5341 | 0.7308 |
162
+ | No log | 4.44 | 222 | 0.5836 | 0.5672 | 0.5836 | 0.7640 |
163
+ | No log | 4.48 | 224 | 0.4798 | 0.5852 | 0.4798 | 0.6927 |
164
+ | No log | 4.52 | 226 | 0.4493 | 0.6427 | 0.4493 | 0.6703 |
165
+ | No log | 4.5600 | 228 | 0.4775 | 0.6342 | 0.4775 | 0.6910 |
166
+ | No log | 4.6 | 230 | 0.4337 | 0.6543 | 0.4337 | 0.6586 |
167
+ | No log | 4.64 | 232 | 0.4827 | 0.5468 | 0.4827 | 0.6948 |
168
+ | No log | 4.68 | 234 | 0.4808 | 0.5420 | 0.4808 | 0.6934 |
169
+ | No log | 4.72 | 236 | 0.4462 | 0.5836 | 0.4462 | 0.6680 |
170
+ | No log | 4.76 | 238 | 0.4441 | 0.6321 | 0.4441 | 0.6664 |
171
+ | No log | 4.8 | 240 | 0.4742 | 0.5892 | 0.4742 | 0.6886 |
172
+ | No log | 4.84 | 242 | 0.4887 | 0.6321 | 0.4887 | 0.6991 |
173
+ | No log | 4.88 | 244 | 0.4388 | 0.7450 | 0.4388 | 0.6624 |
174
+ | No log | 4.92 | 246 | 0.4352 | 0.6877 | 0.4352 | 0.6597 |
175
+ | No log | 4.96 | 248 | 0.4250 | 0.7205 | 0.4250 | 0.6519 |
176
+ | No log | 5.0 | 250 | 0.4191 | 0.7588 | 0.4191 | 0.6474 |
177
+ | No log | 5.04 | 252 | 0.4513 | 0.7306 | 0.4513 | 0.6718 |
178
+ | No log | 5.08 | 254 | 0.4246 | 0.7579 | 0.4246 | 0.6516 |
179
+ | No log | 5.12 | 256 | 0.4096 | 0.7149 | 0.4096 | 0.6400 |
180
+ | No log | 5.16 | 258 | 0.4122 | 0.6993 | 0.4122 | 0.6421 |
181
+ | No log | 5.2 | 260 | 0.3938 | 0.7043 | 0.3938 | 0.6276 |
182
+ | No log | 5.24 | 262 | 0.4238 | 0.6487 | 0.4238 | 0.6510 |
183
+ | No log | 5.28 | 264 | 0.4397 | 0.6196 | 0.4397 | 0.6631 |
184
+ | No log | 5.32 | 266 | 0.4285 | 0.6592 | 0.4285 | 0.6546 |
185
+ | No log | 5.36 | 268 | 0.4575 | 0.6110 | 0.4575 | 0.6764 |
186
+ | No log | 5.4 | 270 | 0.4270 | 0.6462 | 0.4270 | 0.6534 |
187
+ | No log | 5.44 | 272 | 0.4170 | 0.6636 | 0.4170 | 0.6457 |
188
+ | No log | 5.48 | 274 | 0.4498 | 0.5601 | 0.4498 | 0.6707 |
189
+ | No log | 5.52 | 276 | 0.4252 | 0.6200 | 0.4252 | 0.6521 |
190
+ | No log | 5.5600 | 278 | 0.4225 | 0.6243 | 0.4225 | 0.6500 |
191
+ | No log | 5.6 | 280 | 0.4318 | 0.6257 | 0.4318 | 0.6571 |
192
+ | No log | 5.64 | 282 | 0.4322 | 0.6257 | 0.4322 | 0.6574 |
193
+ | No log | 5.68 | 284 | 0.4291 | 0.6257 | 0.4291 | 0.6551 |
194
+ | No log | 5.72 | 286 | 0.4222 | 0.6661 | 0.4222 | 0.6498 |
195
+ | No log | 5.76 | 288 | 0.4522 | 0.6182 | 0.4522 | 0.6724 |
196
+ | No log | 5.8 | 290 | 0.4750 | 0.6330 | 0.4750 | 0.6892 |
197
+ | No log | 5.84 | 292 | 0.4451 | 0.6301 | 0.4451 | 0.6672 |
198
+ | No log | 5.88 | 294 | 0.4381 | 0.7034 | 0.4381 | 0.6619 |
199
+ | No log | 5.92 | 296 | 0.4351 | 0.7073 | 0.4351 | 0.6596 |
200
+ | No log | 5.96 | 298 | 0.4321 | 0.5875 | 0.4321 | 0.6574 |
201
+ | No log | 6.0 | 300 | 0.4436 | 0.5527 | 0.4436 | 0.6661 |
202
+ | No log | 6.04 | 302 | 0.4408 | 0.6295 | 0.4408 | 0.6639 |
203
+ | No log | 6.08 | 304 | 0.4097 | 0.7104 | 0.4097 | 0.6401 |
204
+ | No log | 6.12 | 306 | 0.4234 | 0.7238 | 0.4234 | 0.6507 |
205
+ | No log | 6.16 | 308 | 0.4143 | 0.6904 | 0.4143 | 0.6437 |
206
+ | No log | 6.2 | 310 | 0.4293 | 0.5747 | 0.4293 | 0.6552 |
207
+ | No log | 6.24 | 312 | 0.4344 | 0.5527 | 0.4344 | 0.6591 |
208
+ | No log | 6.28 | 314 | 0.4290 | 0.5747 | 0.4290 | 0.6549 |
209
+ | No log | 6.32 | 316 | 0.4166 | 0.6750 | 0.4166 | 0.6454 |
210
+ | No log | 6.36 | 318 | 0.4158 | 0.6761 | 0.4158 | 0.6448 |
211
+ | No log | 6.4 | 320 | 0.4215 | 0.6592 | 0.4215 | 0.6492 |
212
+ | No log | 6.44 | 322 | 0.4139 | 0.6383 | 0.4139 | 0.6433 |
213
+ | No log | 6.48 | 324 | 0.4163 | 0.6830 | 0.4163 | 0.6452 |
214
+ | No log | 6.52 | 326 | 0.4645 | 0.6239 | 0.4645 | 0.6815 |
215
+ | No log | 6.5600 | 328 | 0.4221 | 0.6727 | 0.4221 | 0.6497 |
216
+ | No log | 6.6 | 330 | 0.4165 | 0.6579 | 0.4165 | 0.6454 |
217
+ | No log | 6.64 | 332 | 0.5081 | 0.5619 | 0.5081 | 0.7128 |
218
+ | No log | 6.68 | 334 | 0.4839 | 0.5466 | 0.4839 | 0.6956 |
219
+ | No log | 6.72 | 336 | 0.4701 | 0.5466 | 0.4701 | 0.6856 |
220
+ | No log | 6.76 | 338 | 0.4112 | 0.6462 | 0.4112 | 0.6412 |
221
+ | No log | 6.8 | 340 | 0.4258 | 0.6632 | 0.4258 | 0.6525 |
222
+ | No log | 6.84 | 342 | 0.4272 | 0.7149 | 0.4272 | 0.6536 |
223
+ | No log | 6.88 | 344 | 0.4670 | 0.6061 | 0.4670 | 0.6834 |
224
+ | No log | 6.92 | 346 | 0.5146 | 0.5997 | 0.5146 | 0.7174 |
225
+ | No log | 6.96 | 348 | 0.4622 | 0.6223 | 0.4622 | 0.6798 |
226
+ | No log | 7.0 | 350 | 0.4181 | 0.6661 | 0.4181 | 0.6466 |
227
+ | No log | 7.04 | 352 | 0.4286 | 0.6636 | 0.4286 | 0.6547 |
228
+ | No log | 7.08 | 354 | 0.4416 | 0.5815 | 0.4416 | 0.6645 |
229
+ | No log | 7.12 | 356 | 0.5059 | 0.5050 | 0.5059 | 0.7113 |
230
+ | No log | 7.16 | 358 | 0.5021 | 0.5050 | 0.5021 | 0.7086 |
231
+ | No log | 7.2 | 360 | 0.4537 | 0.5831 | 0.4537 | 0.6736 |
232
+ | No log | 7.24 | 362 | 0.4350 | 0.6993 | 0.4350 | 0.6595 |
233
+ | No log | 7.28 | 364 | 0.4293 | 0.7247 | 0.4293 | 0.6552 |
234
+ | No log | 7.32 | 366 | 0.4308 | 0.6047 | 0.4308 | 0.6564 |
235
+ | No log | 7.36 | 368 | 0.4395 | 0.6062 | 0.4395 | 0.6630 |
236
+ | No log | 7.4 | 370 | 0.4389 | 0.6396 | 0.4389 | 0.6625 |
237
+ | No log | 7.44 | 372 | 0.4178 | 0.7022 | 0.4178 | 0.6463 |
238
+ | No log | 7.48 | 374 | 0.4294 | 0.7043 | 0.4294 | 0.6553 |
239
+ | No log | 7.52 | 376 | 0.4239 | 0.6462 | 0.4239 | 0.6511 |
240
+ | No log | 7.5600 | 378 | 0.4307 | 0.6257 | 0.4307 | 0.6563 |
241
+ | No log | 7.6 | 380 | 0.4532 | 0.6422 | 0.4532 | 0.6732 |
242
+ | No log | 7.64 | 382 | 0.4748 | 0.5631 | 0.4748 | 0.6891 |
243
+ | No log | 7.68 | 384 | 0.4492 | 0.6636 | 0.4492 | 0.6702 |
244
+ | No log | 7.72 | 386 | 0.4397 | 0.6243 | 0.4397 | 0.6631 |
245
+ | No log | 7.76 | 388 | 0.4435 | 0.5731 | 0.4435 | 0.6660 |
246
+ | No log | 7.8 | 390 | 0.4403 | 0.5731 | 0.4403 | 0.6636 |
247
+ | No log | 7.84 | 392 | 0.4343 | 0.6462 | 0.4343 | 0.6590 |
248
+ | No log | 7.88 | 394 | 0.4435 | 0.6819 | 0.4435 | 0.6660 |
249
+ | No log | 7.92 | 396 | 0.4551 | 0.6612 | 0.4551 | 0.6746 |
250
+ | No log | 7.96 | 398 | 0.4429 | 0.6819 | 0.4429 | 0.6655 |
251
+ | No log | 8.0 | 400 | 0.4396 | 0.6832 | 0.4396 | 0.6630 |
252
+ | No log | 8.04 | 402 | 0.4324 | 0.6832 | 0.4324 | 0.6576 |
253
+ | No log | 8.08 | 404 | 0.4507 | 0.6228 | 0.4507 | 0.6713 |
254
+ | No log | 8.12 | 406 | 0.5148 | 0.4703 | 0.5148 | 0.7175 |
255
+ | No log | 8.16 | 408 | 0.4850 | 0.5373 | 0.4850 | 0.6964 |
256
+ | No log | 8.2 | 410 | 0.4102 | 0.6953 | 0.4102 | 0.6405 |
257
+ | No log | 8.24 | 412 | 0.4861 | 0.5603 | 0.4861 | 0.6972 |
258
+ | No log | 8.28 | 414 | 0.5305 | 0.5672 | 0.5305 | 0.7283 |
259
+ | No log | 8.32 | 416 | 0.4745 | 0.5528 | 0.4745 | 0.6889 |
260
+ | No log | 8.36 | 418 | 0.4065 | 0.6964 | 0.4065 | 0.6376 |
261
+ | No log | 8.4 | 420 | 0.4346 | 0.6423 | 0.4346 | 0.6592 |
262
+ | No log | 8.44 | 422 | 0.4368 | 0.6115 | 0.4368 | 0.6609 |
263
+ | No log | 8.48 | 424 | 0.4142 | 0.6435 | 0.4142 | 0.6436 |
264
+ | No log | 8.52 | 426 | 0.4892 | 0.5544 | 0.4892 | 0.6994 |
265
+ | No log | 8.56 | 428 | 0.5660 | 0.5407 | 0.5660 | 0.7523 |
266
+ | No log | 8.6 | 430 | 0.5918 | 0.5033 | 0.5918 | 0.7693 |
267
+ | No log | 8.64 | 432 | 0.5192 | 0.5390 | 0.5192 | 0.7206 |
268
+ | No log | 8.68 | 434 | 0.4479 | 0.5527 | 0.4479 | 0.6693 |
269
+ | No log | 8.72 | 436 | 0.4306 | 0.6661 | 0.4306 | 0.6562 |
270
+ | No log | 8.76 | 438 | 0.4318 | 0.6448 | 0.4318 | 0.6571 |
271
+ | No log | 8.8 | 440 | 0.4379 | 0.6567 | 0.4379 | 0.6618 |
272
+ | No log | 8.84 | 442 | 0.4664 | 0.5603 | 0.4664 | 0.6830 |
273
+ | No log | 8.88 | 444 | 0.4624 | 0.5892 | 0.4624 | 0.6800 |
274
+ | No log | 8.92 | 446 | 0.4476 | 0.5555 | 0.4476 | 0.6690 |
275
+ | No log | 8.96 | 448 | 0.4596 | 0.6414 | 0.4596 | 0.6779 |
276
+ | No log | 9.0 | 450 | 0.5060 | 0.5677 | 0.5060 | 0.7114 |
277
+ | No log | 9.04 | 452 | 0.5499 | 0.5345 | 0.5499 | 0.7416 |
278
+ | No log | 9.08 | 454 | 0.5299 | 0.5067 | 0.5299 | 0.7279 |
279
+ | No log | 9.12 | 456 | 0.4693 | 0.5819 | 0.4693 | 0.6851 |
280
+ | No log | 9.16 | 458 | 0.4450 | 0.6321 | 0.4450 | 0.6671 |
281
+ | No log | 9.2 | 460 | 0.4340 | 0.5945 | 0.4340 | 0.6588 |
282
+ | No log | 9.24 | 462 | 0.4226 | 0.6661 | 0.4226 | 0.6501 |
283
+ | No log | 9.28 | 464 | 0.4162 | 0.7043 | 0.4162 | 0.6452 |
284
+ | No log | 9.32 | 466 | 0.4154 | 0.6946 | 0.4154 | 0.6445 |
285
+ | No log | 9.36 | 468 | 0.4182 | 0.7138 | 0.4182 | 0.6467 |
286
+ | No log | 9.4 | 470 | 0.4211 | 0.7138 | 0.4211 | 0.6489 |
287
+ | No log | 9.44 | 472 | 0.4278 | 0.7275 | 0.4278 | 0.6541 |
288
+ | No log | 9.48 | 474 | 0.4227 | 0.7138 | 0.4227 | 0.6502 |
289
+ | No log | 9.52 | 476 | 0.4364 | 0.5877 | 0.4364 | 0.6606 |
290
+ | No log | 9.56 | 478 | 0.4464 | 0.5666 | 0.4464 | 0.6682 |
291
+ | No log | 9.6 | 480 | 0.4271 | 0.6555 | 0.4271 | 0.6535 |
292
+ | No log | 9.64 | 482 | 0.4402 | 0.6843 | 0.4402 | 0.6634 |
293
+ | No log | 9.68 | 484 | 0.4462 | 0.6636 | 0.4462 | 0.6679 |
294
+ | No log | 9.72 | 486 | 0.4376 | 0.6344 | 0.4376 | 0.6615 |
295
+ | No log | 9.76 | 488 | 0.4347 | 0.6555 | 0.4347 | 0.6593 |
296
+ | No log | 9.8 | 490 | 0.4339 | 0.6555 | 0.4339 | 0.6587 |
297
+ | No log | 9.84 | 492 | 0.4407 | 0.7118 | 0.4407 | 0.6638 |
298
+ | No log | 9.88 | 494 | 0.4386 | 0.6841 | 0.4386 | 0.6623 |
299
+ | No log | 9.92 | 496 | 0.4430 | 0.5846 | 0.4430 | 0.6656 |
300
+ | No log | 9.96 | 498 | 0.4644 | 0.6013 | 0.4644 | 0.6815 |
301
+ | 0.2672 | 10.0 | 500 | 0.4605 | 0.5555 | 0.4605 | 0.6786 |
302
+ | 0.2672 | 10.04 | 502 | 0.4522 | 0.5633 | 0.4522 | 0.6725 |
303
+ | 0.2672 | 10.08 | 504 | 0.4513 | 0.5846 | 0.4513 | 0.6718 |
304
+ | 0.2672 | 10.12 | 506 | 0.4583 | 0.6724 | 0.4583 | 0.6770 |
305
+ | 0.2672 | 10.16 | 508 | 0.5293 | 0.5215 | 0.5293 | 0.7275 |
306
+ | 0.2672 | 10.2 | 510 | 0.5341 | 0.5107 | 0.5341 | 0.7308 |
307
+ | 0.2672 | 10.24 | 512 | 0.4759 | 0.5715 | 0.4759 | 0.6898 |
308
+ | 0.2672 | 10.28 | 514 | 0.4581 | 0.5846 | 0.4581 | 0.6768 |
309
+ | 0.2672 | 10.32 | 516 | 0.4597 | 0.5861 | 0.4597 | 0.6780 |
310
+ | 0.2672 | 10.36 | 518 | 0.4592 | 0.5781 | 0.4592 | 0.6776 |
311
+ | 0.2672 | 10.4 | 520 | 0.4492 | 0.6068 | 0.4492 | 0.6702 |
312
+ | 0.2672 | 10.44 | 522 | 0.4429 | 0.6555 | 0.4429 | 0.6655 |
313
+ | 0.2672 | 10.48 | 524 | 0.4385 | 0.7306 | 0.4385 | 0.6622 |
314
+ | 0.2672 | 10.52 | 526 | 0.4386 | 0.7275 | 0.4386 | 0.6622 |
315
+ | 0.2672 | 10.56 | 528 | 0.4382 | 0.7247 | 0.4382 | 0.6620 |
316
+ | 0.2672 | 10.6 | 530 | 0.4384 | 0.6364 | 0.4384 | 0.6622 |
317
+ | 0.2672 | 10.64 | 532 | 0.4634 | 0.5960 | 0.4634 | 0.6807 |
318
+ | 0.2672 | 10.68 | 534 | 0.4698 | 0.5960 | 0.4698 | 0.6854 |
319
+ | 0.2672 | 10.72 | 536 | 0.4583 | 0.5731 | 0.4583 | 0.6769 |
320
+ | 0.2672 | 10.76 | 538 | 0.4717 | 0.5960 | 0.4717 | 0.6868 |
321
+ | 0.2672 | 10.8 | 540 | 0.4816 | 0.5747 | 0.4816 | 0.6940 |
322
+ | 0.2672 | 10.84 | 542 | 0.4608 | 0.5731 | 0.4608 | 0.6788 |
323
+ | 0.2672 | 10.88 | 544 | 0.4508 | 0.5784 | 0.4508 | 0.6714 |
324
+ | 0.2672 | 10.92 | 546 | 0.4909 | 0.5452 | 0.4909 | 0.7006 |
325
+ | 0.2672 | 10.96 | 548 | 0.4848 | 0.5597 | 0.4848 | 0.6962 |
326
+ | 0.2672 | 11.0 | 550 | 0.4770 | 0.5939 | 0.4770 | 0.6906 |
327
+ | 0.2672 | 11.04 | 552 | 0.4597 | 0.5248 | 0.4597 | 0.6780 |
328
+ | 0.2672 | 11.08 | 554 | 0.4610 | 0.5819 | 0.4610 | 0.6790 |
329
+ | 0.2672 | 11.12 | 556 | 0.4558 | 0.5503 | 0.4558 | 0.6751 |
330
+ | 0.2672 | 11.16 | 558 | 0.4510 | 0.5189 | 0.4510 | 0.6716 |
331
+ | 0.2672 | 11.2 | 560 | 0.4431 | 0.5414 | 0.4431 | 0.6657 |
332
+ | 0.2672 | 11.24 | 562 | 0.4621 | 0.5373 | 0.4621 | 0.6798 |
333
+ | 0.2672 | 11.28 | 564 | 0.4741 | 0.5826 | 0.4741 | 0.6886 |
334
+ | 0.2672 | 11.32 | 566 | 0.4625 | 0.5796 | 0.4625 | 0.6801 |
335
+ | 0.2672 | 11.36 | 568 | 0.4805 | 0.5268 | 0.4805 | 0.6932 |
336
+ | 0.2672 | 11.4 | 570 | 0.5119 | 0.5272 | 0.5119 | 0.7155 |
337
+ | 0.2672 | 11.44 | 572 | 0.5321 | 0.5256 | 0.5321 | 0.7295 |
338
+ | 0.2672 | 11.48 | 574 | 0.5240 | 0.5272 | 0.5240 | 0.7239 |
339
+ | 0.2672 | 11.52 | 576 | 0.5006 | 0.5444 | 0.5006 | 0.7075 |
340
 
341
 
342
  ### Framework versions