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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_organization

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  1. README.md +264 -275
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_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: 0.7150
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- - Qwk: 0.1697
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- - Mse: 0.7150
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- - Rmse: 0.8456
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  ## Model description
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@@ -49,275 +49,264 @@ 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 | 0.125 | 2 | 2.5547 | -0.0924 | 2.5547 | 1.5983 |
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- | No log | 0.25 | 4 | 1.2206 | 0.0741 | 1.2206 | 1.1048 |
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- | No log | 0.375 | 6 | 0.8582 | 0.0101 | 0.8582 | 0.9264 |
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- | No log | 0.5 | 8 | 0.8197 | 0.1508 | 0.8197 | 0.9054 |
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- | No log | 0.625 | 10 | 0.9512 | 0.2270 | 0.9512 | 0.9753 |
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- | No log | 0.75 | 12 | 0.8713 | 0.1561 | 0.8713 | 0.9335 |
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- | No log | 0.875 | 14 | 0.7904 | 0.0 | 0.7904 | 0.8890 |
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- | No log | 1.0 | 16 | 0.7885 | 0.0 | 0.7885 | 0.8880 |
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- | No log | 1.125 | 18 | 0.7832 | 0.0 | 0.7832 | 0.8850 |
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- | No log | 1.25 | 20 | 0.7184 | 0.2336 | 0.7184 | 0.8476 |
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- | No log | 1.375 | 22 | 0.7197 | 0.2270 | 0.7197 | 0.8484 |
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- | No log | 1.5 | 24 | 0.7107 | -0.0054 | 0.7107 | 0.8430 |
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- | No log | 1.625 | 26 | 0.7179 | 0.0 | 0.7179 | 0.8473 |
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- | No log | 1.75 | 28 | 0.7517 | 0.0481 | 0.7517 | 0.8670 |
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- | No log | 1.875 | 30 | 0.7631 | 0.0944 | 0.7631 | 0.8735 |
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- | No log | 2.0 | 32 | 0.8072 | 0.1697 | 0.8072 | 0.8984 |
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- | No log | 2.125 | 34 | 0.7485 | 0.1345 | 0.7485 | 0.8652 |
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- | No log | 2.25 | 36 | 0.7714 | 0.1724 | 0.7714 | 0.8783 |
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- | No log | 2.375 | 38 | 0.9755 | 0.1910 | 0.9755 | 0.9877 |
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- | No log | 2.5 | 40 | 1.1525 | 0.1262 | 1.1525 | 1.0735 |
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- | No log | 2.625 | 42 | 1.0727 | 0.2222 | 1.0727 | 1.0357 |
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- | No log | 2.75 | 44 | 0.8720 | 0.0957 | 0.8720 | 0.9338 |
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- | No log | 2.875 | 46 | 0.7141 | 0.0376 | 0.7141 | 0.8451 |
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- | No log | 3.0 | 48 | 0.7178 | 0.2606 | 0.7178 | 0.8472 |
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- | No log | 3.125 | 50 | 0.7441 | 0.1922 | 0.7441 | 0.8626 |
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- | No log | 3.25 | 52 | 0.7751 | 0.1287 | 0.7751 | 0.8804 |
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- | No log | 3.375 | 54 | 0.7501 | 0.0 | 0.7501 | 0.8661 |
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- | No log | 3.5 | 56 | 0.7841 | 0.0 | 0.7841 | 0.8855 |
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- | No log | 3.625 | 58 | 0.8753 | -0.0426 | 0.8753 | 0.9356 |
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- | No log | 3.75 | 60 | 0.9468 | 0.0535 | 0.9468 | 0.9730 |
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- | No log | 3.875 | 62 | 0.8938 | -0.0354 | 0.8938 | 0.9454 |
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- | No log | 4.0 | 64 | 0.8208 | 0.0428 | 0.8208 | 0.9060 |
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- | No log | 4.125 | 66 | 0.8189 | -0.0054 | 0.8189 | 0.9050 |
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- | No log | 4.25 | 68 | 0.8862 | 0.1744 | 0.8862 | 0.9414 |
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- | No log | 4.375 | 70 | 0.8040 | -0.0054 | 0.8040 | 0.8967 |
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- | No log | 4.5 | 72 | 0.7694 | -0.0054 | 0.7694 | 0.8772 |
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- | No log | 4.625 | 74 | 0.7558 | -0.0054 | 0.7558 | 0.8694 |
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- | No log | 4.75 | 76 | 0.7758 | 0.0428 | 0.7758 | 0.8808 |
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- | No log | 4.875 | 78 | 0.7649 | 0.0 | 0.7649 | 0.8746 |
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- | No log | 5.0 | 80 | 0.7375 | 0.0 | 0.7375 | 0.8588 |
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- | No log | 5.125 | 82 | 0.7140 | 0.1674 | 0.7140 | 0.8450 |
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- | No log | 5.25 | 84 | 0.7251 | 0.1508 | 0.7251 | 0.8515 |
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- | No log | 5.375 | 86 | 0.7366 | 0.1456 | 0.7366 | 0.8583 |
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- | No log | 5.5 | 88 | 0.7689 | 0.2319 | 0.7689 | 0.8769 |
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- | No log | 5.625 | 90 | 0.8185 | 0.1489 | 0.8185 | 0.9047 |
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- | No log | 5.75 | 92 | 0.9398 | 0.0866 | 0.9398 | 0.9694 |
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- | No log | 5.875 | 94 | 0.8256 | 0.1580 | 0.8256 | 0.9086 |
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- | No log | 6.0 | 96 | 0.7828 | 0.1255 | 0.7828 | 0.8848 |
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- | No log | 6.125 | 98 | 0.8905 | 0.1957 | 0.8905 | 0.9437 |
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- | No log | 6.25 | 100 | 0.8949 | 0.1925 | 0.8949 | 0.9460 |
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- | No log | 6.375 | 102 | 0.7786 | 0.0410 | 0.7786 | 0.8824 |
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- | No log | 6.5 | 104 | 0.8328 | 0.1050 | 0.8328 | 0.9126 |
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- | No log | 6.625 | 106 | 0.9654 | 0.1009 | 0.9654 | 0.9826 |
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- | No log | 6.75 | 108 | 0.9776 | 0.0081 | 0.9776 | 0.9887 |
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- | No log | 6.875 | 110 | 0.9522 | 0.1373 | 0.9522 | 0.9758 |
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- | No log | 7.0 | 112 | 0.8169 | 0.1648 | 0.8169 | 0.9038 |
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- | No log | 7.125 | 114 | 0.7997 | 0.1267 | 0.7997 | 0.8943 |
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- | No log | 7.25 | 116 | 0.8577 | 0.0537 | 0.8577 | 0.9261 |
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- | No log | 7.375 | 118 | 0.8504 | 0.0501 | 0.8504 | 0.9221 |
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- | No log | 7.5 | 120 | 0.8002 | 0.2019 | 0.8002 | 0.8945 |
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- | No log | 7.625 | 122 | 0.8154 | 0.1815 | 0.8154 | 0.9030 |
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- | No log | 7.75 | 124 | 0.9332 | 0.2982 | 0.9332 | 0.9660 |
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- | No log | 7.875 | 126 | 0.9373 | 0.2463 | 0.9373 | 0.9681 |
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- | No log | 8.0 | 128 | 0.8644 | 0.2149 | 0.8644 | 0.9297 |
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- | No log | 8.125 | 130 | 0.8464 | 0.1673 | 0.8464 | 0.9200 |
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- | No log | 8.25 | 132 | 0.8417 | 0.0727 | 0.8417 | 0.9174 |
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- | No log | 8.375 | 134 | 0.8335 | 0.0727 | 0.8335 | 0.9130 |
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- | No log | 8.5 | 136 | 0.8117 | 0.1131 | 0.8117 | 0.9010 |
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- | No log | 8.625 | 138 | 0.7232 | 0.2641 | 0.7232 | 0.8504 |
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- | No log | 8.75 | 140 | 0.7269 | 0.1903 | 0.7269 | 0.8526 |
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- | No log | 8.875 | 142 | 0.7149 | 0.1903 | 0.7149 | 0.8455 |
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- | No log | 9.0 | 144 | 0.7572 | 0.2641 | 0.7572 | 0.8702 |
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- | No log | 9.125 | 146 | 0.7964 | 0.2205 | 0.7964 | 0.8924 |
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- | No log | 9.25 | 148 | 0.8238 | 0.1661 | 0.8238 | 0.9077 |
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- | No log | 9.375 | 150 | 0.8858 | 0.1567 | 0.8858 | 0.9412 |
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- | No log | 9.5 | 152 | 0.8992 | 0.2224 | 0.8992 | 0.9483 |
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- | No log | 9.625 | 154 | 0.8611 | 0.1952 | 0.8611 | 0.9280 |
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- | No log | 9.75 | 156 | 0.7910 | 0.1636 | 0.7910 | 0.8894 |
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- | No log | 9.875 | 158 | 0.7423 | 0.1686 | 0.7423 | 0.8616 |
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- | No log | 10.0 | 160 | 0.7477 | 0.2543 | 0.7477 | 0.8647 |
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- | No log | 10.125 | 162 | 0.7699 | 0.2543 | 0.7699 | 0.8775 |
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- | No log | 10.25 | 164 | 0.7586 | 0.2243 | 0.7586 | 0.8710 |
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- | No log | 10.375 | 166 | 0.7564 | 0.1752 | 0.7564 | 0.8697 |
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- | No log | 10.5 | 168 | 0.7487 | 0.1752 | 0.7487 | 0.8652 |
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- | No log | 10.625 | 170 | 0.7191 | 0.2121 | 0.7191 | 0.8480 |
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- | No log | 10.75 | 172 | 0.7160 | 0.2923 | 0.7160 | 0.8462 |
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- | No log | 10.875 | 174 | 0.7322 | 0.2476 | 0.7322 | 0.8557 |
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- | No log | 11.0 | 176 | 0.7683 | 0.2476 | 0.7683 | 0.8765 |
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- | No log | 11.125 | 178 | 0.7799 | 0.2476 | 0.7799 | 0.8831 |
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- | No log | 11.25 | 180 | 0.8042 | 0.2204 | 0.8042 | 0.8967 |
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- | No log | 11.375 | 182 | 0.7783 | 0.2261 | 0.7783 | 0.8822 |
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- | No log | 11.5 | 184 | 0.7254 | 0.2852 | 0.7254 | 0.8517 |
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- | No log | 11.625 | 186 | 0.7240 | 0.2878 | 0.7240 | 0.8509 |
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- | No log | 11.75 | 188 | 0.7014 | 0.2135 | 0.7014 | 0.8375 |
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- | No log | 11.875 | 190 | 0.7219 | 0.3296 | 0.7219 | 0.8496 |
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- | No log | 12.0 | 192 | 0.8166 | 0.2812 | 0.8166 | 0.9036 |
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- | No log | 12.125 | 194 | 0.8397 | 0.1661 | 0.8397 | 0.9164 |
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- | No log | 12.25 | 196 | 0.8330 | 0.2096 | 0.8330 | 0.9127 |
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- | No log | 12.375 | 198 | 0.7644 | 0.2319 | 0.7644 | 0.8743 |
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- | No log | 12.5 | 200 | 0.6838 | 0.2540 | 0.6838 | 0.8269 |
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- | No log | 12.625 | 202 | 0.6585 | 0.2852 | 0.6585 | 0.8115 |
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- | No log | 12.75 | 204 | 0.6491 | 0.2923 | 0.6491 | 0.8057 |
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- | No log | 12.875 | 206 | 0.6547 | 0.3289 | 0.6547 | 0.8092 |
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- | No log | 13.0 | 208 | 0.6670 | 0.3523 | 0.6670 | 0.8167 |
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- | No log | 13.125 | 210 | 0.7247 | 0.2847 | 0.7247 | 0.8513 |
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- | No log | 13.25 | 212 | 0.7398 | 0.2847 | 0.7398 | 0.8601 |
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- | No log | 13.375 | 214 | 0.7111 | 0.2181 | 0.7111 | 0.8432 |
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- | No log | 13.5 | 216 | 0.7198 | 0.1829 | 0.7198 | 0.8484 |
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- | No log | 13.625 | 218 | 0.7250 | 0.2254 | 0.7250 | 0.8515 |
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- | No log | 13.75 | 220 | 0.7188 | 0.2608 | 0.7188 | 0.8478 |
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- | No log | 13.875 | 222 | 0.7215 | 0.2254 | 0.7215 | 0.8494 |
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- | No log | 14.0 | 224 | 0.7235 | 0.2181 | 0.7235 | 0.8506 |
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- | No log | 14.125 | 226 | 0.7755 | 0.2085 | 0.7755 | 0.8806 |
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- | No log | 14.25 | 228 | 0.7758 | 0.1737 | 0.7758 | 0.8808 |
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- | No log | 14.375 | 230 | 0.7609 | 0.2641 | 0.7609 | 0.8723 |
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- | No log | 14.5 | 232 | 0.7505 | 0.2193 | 0.7505 | 0.8663 |
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- | No log | 14.625 | 234 | 0.7576 | 0.2145 | 0.7576 | 0.8704 |
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- | No log | 14.75 | 236 | 0.7604 | 0.1699 | 0.7604 | 0.8720 |
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- | No log | 14.875 | 238 | 0.7197 | 0.1807 | 0.7197 | 0.8483 |
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- | No log | 15.0 | 240 | 0.7189 | 0.2317 | 0.7189 | 0.8479 |
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- | No log | 15.125 | 242 | 0.7456 | 0.2486 | 0.7456 | 0.8635 |
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- | No log | 15.25 | 244 | 0.7602 | 0.2486 | 0.7602 | 0.8719 |
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- | No log | 15.375 | 246 | 0.7577 | 0.1620 | 0.7577 | 0.8705 |
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- | No log | 15.5 | 248 | 0.7667 | 0.2609 | 0.7667 | 0.8756 |
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- | No log | 15.625 | 250 | 0.7574 | 0.1829 | 0.7574 | 0.8703 |
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- | No log | 15.75 | 252 | 0.7628 | 0.1829 | 0.7628 | 0.8734 |
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- | No log | 15.875 | 254 | 0.7707 | 0.1829 | 0.7707 | 0.8779 |
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- | No log | 16.0 | 256 | 0.7969 | 0.1519 | 0.7969 | 0.8927 |
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- | No log | 16.125 | 258 | 0.7881 | 0.2239 | 0.7881 | 0.8877 |
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- | No log | 16.25 | 260 | 0.7524 | 0.1829 | 0.7524 | 0.8674 |
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- | No log | 16.375 | 262 | 0.7706 | 0.1953 | 0.7706 | 0.8778 |
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- | No log | 16.5 | 264 | 0.7917 | 0.1953 | 0.7917 | 0.8898 |
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- | No log | 16.625 | 266 | 0.7815 | 0.2441 | 0.7815 | 0.8840 |
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- | No log | 16.75 | 268 | 0.7692 | 0.1829 | 0.7692 | 0.8770 |
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- | No log | 16.875 | 270 | 0.7829 | 0.2609 | 0.7829 | 0.8848 |
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- | No log | 17.0 | 272 | 0.7644 | 0.3585 | 0.7644 | 0.8743 |
188
- | No log | 17.125 | 274 | 0.7191 | 0.2842 | 0.7191 | 0.8480 |
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- | No log | 17.25 | 276 | 0.7550 | 0.2784 | 0.7550 | 0.8689 |
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- | No log | 17.375 | 278 | 0.7953 | 0.3630 | 0.7953 | 0.8918 |
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- | No log | 17.5 | 280 | 0.7226 | 0.3471 | 0.7226 | 0.8501 |
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- | No log | 17.625 | 282 | 0.6571 | 0.2884 | 0.6571 | 0.8106 |
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- | No log | 17.75 | 284 | 0.6466 | 0.2884 | 0.6466 | 0.8041 |
194
- | No log | 17.875 | 286 | 0.6546 | 0.2815 | 0.6546 | 0.8091 |
195
- | No log | 18.0 | 288 | 0.6497 | 0.2884 | 0.6497 | 0.8061 |
196
- | No log | 18.125 | 290 | 0.6501 | 0.3243 | 0.6501 | 0.8063 |
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- | No log | 18.25 | 292 | 0.6577 | 0.3243 | 0.6577 | 0.8110 |
198
- | No log | 18.375 | 294 | 0.6653 | 0.2916 | 0.6653 | 0.8157 |
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- | No log | 18.5 | 296 | 0.7312 | 0.3157 | 0.7312 | 0.8551 |
200
- | No log | 18.625 | 298 | 0.8141 | 0.3497 | 0.8141 | 0.9023 |
201
- | No log | 18.75 | 300 | 0.7567 | 0.3519 | 0.7567 | 0.8699 |
202
- | No log | 18.875 | 302 | 0.6630 | 0.2158 | 0.6630 | 0.8142 |
203
- | No log | 19.0 | 304 | 0.6933 | 0.3331 | 0.6933 | 0.8326 |
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- | No log | 19.125 | 306 | 0.7487 | 0.3071 | 0.7487 | 0.8653 |
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- | No log | 19.25 | 308 | 0.7308 | 0.3331 | 0.7308 | 0.8549 |
206
- | No log | 19.375 | 310 | 0.6948 | 0.2842 | 0.6948 | 0.8335 |
207
- | No log | 19.5 | 312 | 0.6863 | 0.3530 | 0.6863 | 0.8285 |
208
- | No log | 19.625 | 314 | 0.7279 | 0.3544 | 0.7279 | 0.8531 |
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- | No log | 19.75 | 316 | 0.7773 | 0.3261 | 0.7773 | 0.8817 |
210
- | No log | 19.875 | 318 | 0.7358 | 0.2813 | 0.7358 | 0.8578 |
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- | No log | 20.0 | 320 | 0.7145 | 0.2777 | 0.7145 | 0.8453 |
212
- | No log | 20.125 | 322 | 0.7731 | 0.4036 | 0.7731 | 0.8792 |
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- | No log | 20.25 | 324 | 0.8346 | 0.1846 | 0.8346 | 0.9136 |
214
- | No log | 20.375 | 326 | 0.8021 | 0.1801 | 0.8021 | 0.8956 |
215
- | No log | 20.5 | 328 | 0.7048 | 0.2842 | 0.7048 | 0.8395 |
216
- | No log | 20.625 | 330 | 0.6957 | 0.3224 | 0.6957 | 0.8341 |
217
- | No log | 20.75 | 332 | 0.7248 | 0.3590 | 0.7248 | 0.8514 |
218
- | No log | 20.875 | 334 | 0.6930 | 0.3224 | 0.6930 | 0.8325 |
219
- | No log | 21.0 | 336 | 0.6666 | 0.3213 | 0.6666 | 0.8164 |
220
- | No log | 21.125 | 338 | 0.6802 | 0.3019 | 0.6802 | 0.8248 |
221
- | No log | 21.25 | 340 | 0.6699 | 0.2745 | 0.6699 | 0.8185 |
222
- | No log | 21.375 | 342 | 0.6590 | 0.2540 | 0.6590 | 0.8118 |
223
- | No log | 21.5 | 344 | 0.6533 | 0.2540 | 0.6533 | 0.8083 |
224
- | No log | 21.625 | 346 | 0.6499 | 0.2884 | 0.6499 | 0.8061 |
225
- | No log | 21.75 | 348 | 0.6464 | 0.2815 | 0.6464 | 0.8040 |
226
- | No log | 21.875 | 350 | 0.6576 | 0.3324 | 0.6576 | 0.8109 |
227
- | No log | 22.0 | 352 | 0.6470 | 0.3100 | 0.6470 | 0.8043 |
228
- | No log | 22.125 | 354 | 0.6579 | 0.3352 | 0.6579 | 0.8111 |
229
- | No log | 22.25 | 356 | 0.6974 | 0.4618 | 0.6974 | 0.8351 |
230
- | No log | 22.375 | 358 | 0.6754 | 0.3211 | 0.6754 | 0.8218 |
231
- | No log | 22.5 | 360 | 0.6443 | 0.2780 | 0.6443 | 0.8027 |
232
- | No log | 22.625 | 362 | 0.6544 | 0.3585 | 0.6544 | 0.8089 |
233
- | No log | 22.75 | 364 | 0.6640 | 0.3585 | 0.6640 | 0.8149 |
234
- | No log | 22.875 | 366 | 0.6515 | 0.3060 | 0.6515 | 0.8072 |
235
- | No log | 23.0 | 368 | 0.6492 | 0.3060 | 0.6492 | 0.8057 |
236
- | No log | 23.125 | 370 | 0.6523 | 0.4077 | 0.6523 | 0.8077 |
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- | No log | 23.25 | 372 | 0.6636 | 0.3474 | 0.6636 | 0.8146 |
238
- | No log | 23.375 | 374 | 0.6568 | 0.3552 | 0.6568 | 0.8104 |
239
- | No log | 23.5 | 376 | 0.6580 | 0.2923 | 0.6580 | 0.8112 |
240
- | No log | 23.625 | 378 | 0.6676 | 0.2884 | 0.6676 | 0.8171 |
241
- | No log | 23.75 | 380 | 0.6846 | 0.3474 | 0.6846 | 0.8274 |
242
- | No log | 23.875 | 382 | 0.7387 | 0.3399 | 0.7387 | 0.8595 |
243
- | No log | 24.0 | 384 | 0.7648 | 0.3329 | 0.7648 | 0.8745 |
244
- | No log | 24.125 | 386 | 0.7279 | 0.3814 | 0.7279 | 0.8532 |
245
- | No log | 24.25 | 388 | 0.6787 | 0.2815 | 0.6787 | 0.8238 |
246
- | No log | 24.375 | 390 | 0.6907 | 0.2609 | 0.6907 | 0.8311 |
247
- | No log | 24.5 | 392 | 0.7166 | 0.2609 | 0.7166 | 0.8465 |
248
- | No log | 24.625 | 394 | 0.7050 | 0.2609 | 0.7050 | 0.8396 |
249
- | No log | 24.75 | 396 | 0.6724 | 0.2842 | 0.6724 | 0.8200 |
250
- | No log | 24.875 | 398 | 0.6821 | 0.3081 | 0.6821 | 0.8259 |
251
- | No log | 25.0 | 400 | 0.6868 | 0.3416 | 0.6868 | 0.8288 |
252
- | No log | 25.125 | 402 | 0.6942 | 0.2913 | 0.6942 | 0.8332 |
253
- | No log | 25.25 | 404 | 0.6732 | 0.2890 | 0.6732 | 0.8205 |
254
- | No log | 25.375 | 406 | 0.6640 | 0.2916 | 0.6640 | 0.8148 |
255
- | No log | 25.5 | 408 | 0.7283 | 0.2424 | 0.7283 | 0.8534 |
256
- | No log | 25.625 | 410 | 0.7826 | 0.2324 | 0.7826 | 0.8846 |
257
- | No log | 25.75 | 412 | 0.7551 | 0.2903 | 0.7551 | 0.8690 |
258
- | No log | 25.875 | 414 | 0.7031 | 0.2182 | 0.7031 | 0.8385 |
259
- | No log | 26.0 | 416 | 0.6793 | 0.3502 | 0.6793 | 0.8242 |
260
- | No log | 26.125 | 418 | 0.7006 | 0.2907 | 0.7006 | 0.8370 |
261
- | No log | 26.25 | 420 | 0.7038 | 0.3155 | 0.7038 | 0.8390 |
262
- | No log | 26.375 | 422 | 0.6903 | 0.2907 | 0.6903 | 0.8308 |
263
- | No log | 26.5 | 424 | 0.6809 | 0.2965 | 0.6809 | 0.8251 |
264
- | No log | 26.625 | 426 | 0.6782 | 0.2936 | 0.6782 | 0.8235 |
265
- | No log | 26.75 | 428 | 0.6656 | 0.3352 | 0.6656 | 0.8159 |
266
- | No log | 26.875 | 430 | 0.6561 | 0.3754 | 0.6561 | 0.8100 |
267
- | No log | 27.0 | 432 | 0.6537 | 0.3129 | 0.6537 | 0.8085 |
268
- | No log | 27.125 | 434 | 0.6565 | 0.2842 | 0.6565 | 0.8103 |
269
- | No log | 27.25 | 436 | 0.6497 | 0.2513 | 0.6497 | 0.8060 |
270
- | No log | 27.375 | 438 | 0.6676 | 0.3809 | 0.6676 | 0.8170 |
271
- | No log | 27.5 | 440 | 0.7087 | 0.3590 | 0.7087 | 0.8419 |
272
- | No log | 27.625 | 442 | 0.7661 | 0.3562 | 0.7661 | 0.8752 |
273
- | No log | 27.75 | 444 | 0.7347 | 0.3519 | 0.7347 | 0.8572 |
274
- | No log | 27.875 | 446 | 0.6740 | 0.3474 | 0.6740 | 0.8210 |
275
- | No log | 28.0 | 448 | 0.6747 | 0.2842 | 0.6747 | 0.8214 |
276
- | No log | 28.125 | 450 | 0.7082 | 0.2456 | 0.7082 | 0.8416 |
277
- | No log | 28.25 | 452 | 0.7022 | 0.2842 | 0.7022 | 0.8380 |
278
- | No log | 28.375 | 454 | 0.6922 | 0.3129 | 0.6922 | 0.8320 |
279
- | No log | 28.5 | 456 | 0.7173 | 0.3299 | 0.7173 | 0.8470 |
280
- | No log | 28.625 | 458 | 0.7485 | 0.3221 | 0.7485 | 0.8652 |
281
- | No log | 28.75 | 460 | 0.7202 | 0.3594 | 0.7202 | 0.8486 |
282
- | No log | 28.875 | 462 | 0.6791 | 0.2480 | 0.6791 | 0.8241 |
283
- | No log | 29.0 | 464 | 0.6721 | 0.2884 | 0.6721 | 0.8198 |
284
- | No log | 29.125 | 466 | 0.6625 | 0.2540 | 0.6625 | 0.8139 |
285
- | No log | 29.25 | 468 | 0.6566 | 0.2181 | 0.6566 | 0.8103 |
286
- | No log | 29.375 | 470 | 0.6511 | 0.2181 | 0.6511 | 0.8069 |
287
- | No log | 29.5 | 472 | 0.6573 | 0.2540 | 0.6573 | 0.8108 |
288
- | No log | 29.625 | 474 | 0.6710 | 0.3836 | 0.6710 | 0.8192 |
289
- | No log | 29.75 | 476 | 0.6661 | 0.3129 | 0.6661 | 0.8161 |
290
- | No log | 29.875 | 478 | 0.6714 | 0.3129 | 0.6714 | 0.8194 |
291
- | No log | 30.0 | 480 | 0.6828 | 0.2842 | 0.6828 | 0.8263 |
292
- | No log | 30.125 | 482 | 0.6672 | 0.2842 | 0.6672 | 0.8168 |
293
- | No log | 30.25 | 484 | 0.6669 | 0.2811 | 0.6669 | 0.8166 |
294
- | No log | 30.375 | 486 | 0.6753 | 0.3141 | 0.6753 | 0.8218 |
295
- | No log | 30.5 | 488 | 0.6781 | 0.3141 | 0.6781 | 0.8235 |
296
- | No log | 30.625 | 490 | 0.6826 | 0.3141 | 0.6826 | 0.8262 |
297
- | No log | 30.75 | 492 | 0.6848 | 0.2480 | 0.6848 | 0.8275 |
298
- | No log | 30.875 | 494 | 0.6986 | 0.2480 | 0.6986 | 0.8358 |
299
- | No log | 31.0 | 496 | 0.7096 | 0.2513 | 0.7096 | 0.8424 |
300
- | No log | 31.125 | 498 | 0.7208 | 0.2513 | 0.7208 | 0.8490 |
301
- | 0.2436 | 31.25 | 500 | 0.7412 | 0.2360 | 0.7412 | 0.8610 |
302
- | 0.2436 | 31.375 | 502 | 0.7984 | 0.3095 | 0.7984 | 0.8935 |
303
- | 0.2436 | 31.5 | 504 | 0.8310 | 0.2949 | 0.8310 | 0.9116 |
304
- | 0.2436 | 31.625 | 506 | 0.7921 | 0.3519 | 0.7921 | 0.8900 |
305
- | 0.2436 | 31.75 | 508 | 0.7308 | 0.1902 | 0.7308 | 0.8548 |
306
- | 0.2436 | 31.875 | 510 | 0.7064 | 0.3129 | 0.7064 | 0.8405 |
307
- | 0.2436 | 32.0 | 512 | 0.6995 | 0.3129 | 0.6995 | 0.8364 |
308
- | 0.2436 | 32.125 | 514 | 0.6867 | 0.3129 | 0.6867 | 0.8286 |
309
- | 0.2436 | 32.25 | 516 | 0.6995 | 0.3296 | 0.6995 | 0.8363 |
310
- | 0.2436 | 32.375 | 518 | 0.7379 | 0.3399 | 0.7379 | 0.8590 |
311
- | 0.2436 | 32.5 | 520 | 0.7248 | 0.3127 | 0.7248 | 0.8514 |
312
- | 0.2436 | 32.625 | 522 | 0.6878 | 0.3081 | 0.6878 | 0.8293 |
313
- | 0.2436 | 32.75 | 524 | 0.6798 | 0.2480 | 0.6798 | 0.8245 |
314
- | 0.2436 | 32.875 | 526 | 0.6852 | 0.2480 | 0.6852 | 0.8278 |
315
- | 0.2436 | 33.0 | 528 | 0.6873 | 0.2480 | 0.6873 | 0.8291 |
316
- | 0.2436 | 33.125 | 530 | 0.6940 | 0.2170 | 0.6940 | 0.8331 |
317
- | 0.2436 | 33.25 | 532 | 0.6972 | 0.1746 | 0.6972 | 0.8350 |
318
- | 0.2436 | 33.375 | 534 | 0.7037 | 0.2004 | 0.7037 | 0.8389 |
319
- | 0.2436 | 33.5 | 536 | 0.7085 | 0.2004 | 0.7085 | 0.8417 |
320
- | 0.2436 | 33.625 | 538 | 0.7150 | 0.1697 | 0.7150 | 0.8456 |
321
 
322
 
323
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k4_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: 0.5103
19
+ - Qwk: 0.6101
20
+ - Mse: 0.5103
21
+ - Rmse: 0.7144
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.125 | 2 | 2.5751 | -0.0262 | 2.5751 | 1.6047 |
53
+ | No log | 0.25 | 4 | 1.2794 | 0.0750 | 1.2794 | 1.1311 |
54
+ | No log | 0.375 | 6 | 1.0093 | -0.0970 | 1.0093 | 1.0046 |
55
+ | No log | 0.5 | 8 | 1.0537 | -0.1580 | 1.0537 | 1.0265 |
56
+ | No log | 0.625 | 10 | 0.9062 | 0.0428 | 0.9062 | 0.9520 |
57
+ | No log | 0.75 | 12 | 0.7158 | -0.0054 | 0.7158 | 0.8460 |
58
+ | No log | 0.875 | 14 | 0.7007 | 0.0444 | 0.7007 | 0.8371 |
59
+ | No log | 1.0 | 16 | 0.7387 | 0.2526 | 0.7387 | 0.8595 |
60
+ | No log | 1.125 | 18 | 0.8972 | 0.2908 | 0.8972 | 0.9472 |
61
+ | No log | 1.25 | 20 | 0.8091 | 0.2356 | 0.8091 | 0.8995 |
62
+ | No log | 1.375 | 22 | 0.6622 | 0.2103 | 0.6622 | 0.8137 |
63
+ | No log | 1.5 | 24 | 0.8248 | 0.2409 | 0.8248 | 0.9082 |
64
+ | No log | 1.625 | 26 | 0.8994 | 0.1672 | 0.8994 | 0.9484 |
65
+ | No log | 1.75 | 28 | 0.7970 | 0.1407 | 0.7970 | 0.8928 |
66
+ | No log | 1.875 | 30 | 0.7009 | 0.1372 | 0.7009 | 0.8372 |
67
+ | No log | 2.0 | 32 | 0.7988 | 0.2464 | 0.7988 | 0.8937 |
68
+ | No log | 2.125 | 34 | 0.9361 | 0.3085 | 0.9361 | 0.9675 |
69
+ | No log | 2.25 | 36 | 0.9278 | 0.3155 | 0.9278 | 0.9632 |
70
+ | No log | 2.375 | 38 | 0.8371 | 0.2558 | 0.8371 | 0.9149 |
71
+ | No log | 2.5 | 40 | 0.7596 | 0.0 | 0.7596 | 0.8715 |
72
+ | No log | 2.625 | 42 | 0.8100 | 0.1050 | 0.8100 | 0.9000 |
73
+ | No log | 2.75 | 44 | 0.9418 | 0.0541 | 0.9418 | 0.9705 |
74
+ | No log | 2.875 | 46 | 0.9637 | 0.1313 | 0.9637 | 0.9817 |
75
+ | No log | 3.0 | 48 | 0.8989 | 0.1313 | 0.8989 | 0.9481 |
76
+ | No log | 3.125 | 50 | 0.8362 | 0.1699 | 0.8362 | 0.9144 |
77
+ | No log | 3.25 | 52 | 0.7700 | 0.0757 | 0.7700 | 0.8775 |
78
+ | No log | 3.375 | 54 | 0.7355 | 0.0893 | 0.7355 | 0.8576 |
79
+ | No log | 3.5 | 56 | 0.7328 | 0.1770 | 0.7328 | 0.8560 |
80
+ | No log | 3.625 | 58 | 0.7802 | 0.3799 | 0.7802 | 0.8833 |
81
+ | No log | 3.75 | 60 | 0.6729 | 0.3772 | 0.6729 | 0.8203 |
82
+ | No log | 3.875 | 62 | 0.6324 | 0.1529 | 0.6324 | 0.7952 |
83
+ | No log | 4.0 | 64 | 0.5978 | 0.3183 | 0.5978 | 0.7732 |
84
+ | No log | 4.125 | 66 | 0.5452 | 0.4878 | 0.5452 | 0.7384 |
85
+ | No log | 4.25 | 68 | 0.6092 | 0.4249 | 0.6092 | 0.7805 |
86
+ | No log | 4.375 | 70 | 0.7313 | 0.2891 | 0.7313 | 0.8551 |
87
+ | No log | 4.5 | 72 | 0.6978 | 0.2299 | 0.6978 | 0.8353 |
88
+ | No log | 4.625 | 74 | 0.6151 | 0.3868 | 0.6151 | 0.7843 |
89
+ | No log | 4.75 | 76 | 0.6690 | 0.3972 | 0.6690 | 0.8179 |
90
+ | No log | 4.875 | 78 | 0.6671 | 0.4424 | 0.6671 | 0.8168 |
91
+ | No log | 5.0 | 80 | 0.6343 | 0.4134 | 0.6343 | 0.7965 |
92
+ | No log | 5.125 | 82 | 0.5709 | 0.4378 | 0.5709 | 0.7556 |
93
+ | No log | 5.25 | 84 | 0.5823 | 0.5227 | 0.5823 | 0.7631 |
94
+ | No log | 5.375 | 86 | 0.6142 | 0.4345 | 0.6142 | 0.7837 |
95
+ | No log | 5.5 | 88 | 0.5926 | 0.4990 | 0.5926 | 0.7698 |
96
+ | No log | 5.625 | 90 | 0.5787 | 0.4681 | 0.5787 | 0.7608 |
97
+ | No log | 5.75 | 92 | 0.5706 | 0.5681 | 0.5706 | 0.7554 |
98
+ | No log | 5.875 | 94 | 0.5976 | 0.5750 | 0.5976 | 0.7731 |
99
+ | No log | 6.0 | 96 | 0.8231 | 0.3128 | 0.8231 | 0.9073 |
100
+ | No log | 6.125 | 98 | 1.1547 | 0.2477 | 1.1547 | 1.0746 |
101
+ | No log | 6.25 | 100 | 0.9590 | 0.2581 | 0.9590 | 0.9793 |
102
+ | No log | 6.375 | 102 | 0.6002 | 0.5611 | 0.6002 | 0.7747 |
103
+ | No log | 6.5 | 104 | 0.6951 | 0.3844 | 0.6951 | 0.8337 |
104
+ | No log | 6.625 | 106 | 0.7598 | 0.4222 | 0.7598 | 0.8717 |
105
+ | No log | 6.75 | 108 | 0.5907 | 0.5201 | 0.5907 | 0.7686 |
106
+ | No log | 6.875 | 110 | 0.5848 | 0.5979 | 0.5848 | 0.7647 |
107
+ | No log | 7.0 | 112 | 0.6749 | 0.3912 | 0.6749 | 0.8215 |
108
+ | No log | 7.125 | 114 | 0.7198 | 0.4063 | 0.7198 | 0.8484 |
109
+ | No log | 7.25 | 116 | 0.6267 | 0.5589 | 0.6267 | 0.7916 |
110
+ | No log | 7.375 | 118 | 0.5613 | 0.5648 | 0.5613 | 0.7492 |
111
+ | No log | 7.5 | 120 | 0.6782 | 0.4436 | 0.6782 | 0.8235 |
112
+ | No log | 7.625 | 122 | 0.7845 | 0.4604 | 0.7845 | 0.8857 |
113
+ | No log | 7.75 | 124 | 0.6813 | 0.4799 | 0.6813 | 0.8254 |
114
+ | No log | 7.875 | 126 | 0.5122 | 0.5852 | 0.5122 | 0.7157 |
115
+ | No log | 8.0 | 128 | 0.5258 | 0.5687 | 0.5258 | 0.7251 |
116
+ | No log | 8.125 | 130 | 0.5644 | 0.5406 | 0.5644 | 0.7513 |
117
+ | No log | 8.25 | 132 | 0.5556 | 0.4127 | 0.5556 | 0.7454 |
118
+ | No log | 8.375 | 134 | 0.5521 | 0.5056 | 0.5521 | 0.7430 |
119
+ | No log | 8.5 | 136 | 0.6759 | 0.5107 | 0.6759 | 0.8221 |
120
+ | No log | 8.625 | 138 | 0.7321 | 0.4592 | 0.7321 | 0.8556 |
121
+ | No log | 8.75 | 140 | 0.6409 | 0.5342 | 0.6409 | 0.8006 |
122
+ | No log | 8.875 | 142 | 0.5784 | 0.5437 | 0.5784 | 0.7606 |
123
+ | No log | 9.0 | 144 | 0.5700 | 0.5195 | 0.5700 | 0.7550 |
124
+ | No log | 9.125 | 146 | 0.6382 | 0.3920 | 0.6382 | 0.7989 |
125
+ | No log | 9.25 | 148 | 0.6513 | 0.4160 | 0.6513 | 0.8070 |
126
+ | No log | 9.375 | 150 | 0.5909 | 0.4636 | 0.5909 | 0.7687 |
127
+ | No log | 9.5 | 152 | 0.5498 | 0.5640 | 0.5498 | 0.7415 |
128
+ | No log | 9.625 | 154 | 0.5782 | 0.5093 | 0.5782 | 0.7604 |
129
+ | No log | 9.75 | 156 | 0.6123 | 0.5246 | 0.6123 | 0.7825 |
130
+ | No log | 9.875 | 158 | 0.5681 | 0.5272 | 0.5681 | 0.7537 |
131
+ | No log | 10.0 | 160 | 0.5292 | 0.5941 | 0.5292 | 0.7275 |
132
+ | No log | 10.125 | 162 | 0.5439 | 0.5373 | 0.5439 | 0.7375 |
133
+ | No log | 10.25 | 164 | 0.5307 | 0.5373 | 0.5307 | 0.7285 |
134
+ | No log | 10.375 | 166 | 0.5424 | 0.5151 | 0.5424 | 0.7365 |
135
+ | No log | 10.5 | 168 | 0.5910 | 0.5624 | 0.5910 | 0.7687 |
136
+ | No log | 10.625 | 170 | 0.6175 | 0.5096 | 0.6175 | 0.7858 |
137
+ | No log | 10.75 | 172 | 0.5725 | 0.5617 | 0.5725 | 0.7566 |
138
+ | No log | 10.875 | 174 | 0.5358 | 0.5941 | 0.5358 | 0.7320 |
139
+ | No log | 11.0 | 176 | 0.5309 | 0.6039 | 0.5309 | 0.7286 |
140
+ | No log | 11.125 | 178 | 0.5358 | 0.5719 | 0.5358 | 0.7320 |
141
+ | No log | 11.25 | 180 | 0.5521 | 0.6326 | 0.5521 | 0.7430 |
142
+ | No log | 11.375 | 182 | 0.5520 | 0.6065 | 0.5520 | 0.7430 |
143
+ | No log | 11.5 | 184 | 0.5447 | 0.6001 | 0.5447 | 0.7380 |
144
+ | No log | 11.625 | 186 | 0.5349 | 0.5875 | 0.5349 | 0.7314 |
145
+ | No log | 11.75 | 188 | 0.5273 | 0.5875 | 0.5273 | 0.7261 |
146
+ | No log | 11.875 | 190 | 0.5238 | 0.5875 | 0.5238 | 0.7237 |
147
+ | No log | 12.0 | 192 | 0.5229 | 0.5875 | 0.5229 | 0.7231 |
148
+ | No log | 12.125 | 194 | 0.5286 | 0.5875 | 0.5286 | 0.7270 |
149
+ | No log | 12.25 | 196 | 0.5366 | 0.5875 | 0.5366 | 0.7326 |
150
+ | No log | 12.375 | 198 | 0.5541 | 0.4693 | 0.5541 | 0.7444 |
151
+ | No log | 12.5 | 200 | 0.5742 | 0.4636 | 0.5742 | 0.7577 |
152
+ | No log | 12.625 | 202 | 0.5493 | 0.5390 | 0.5493 | 0.7411 |
153
+ | No log | 12.75 | 204 | 0.5453 | 0.5567 | 0.5453 | 0.7384 |
154
+ | No log | 12.875 | 206 | 0.6143 | 0.4864 | 0.6143 | 0.7838 |
155
+ | No log | 13.0 | 208 | 0.6299 | 0.5034 | 0.6299 | 0.7937 |
156
+ | No log | 13.125 | 210 | 0.6242 | 0.5184 | 0.6242 | 0.7901 |
157
+ | No log | 13.25 | 212 | 0.5765 | 0.5648 | 0.5765 | 0.7593 |
158
+ | No log | 13.375 | 214 | 0.5675 | 0.4738 | 0.5675 | 0.7533 |
159
+ | No log | 13.5 | 216 | 0.5611 | 0.5195 | 0.5611 | 0.7491 |
160
+ | No log | 13.625 | 218 | 0.5531 | 0.5177 | 0.5531 | 0.7437 |
161
+ | No log | 13.75 | 220 | 0.5463 | 0.5177 | 0.5463 | 0.7391 |
162
+ | No log | 13.875 | 222 | 0.5543 | 0.6038 | 0.5543 | 0.7445 |
163
+ | No log | 14.0 | 224 | 0.6160 | 0.5605 | 0.6160 | 0.7848 |
164
+ | No log | 14.125 | 226 | 0.7058 | 0.5076 | 0.7058 | 0.8401 |
165
+ | No log | 14.25 | 228 | 0.6602 | 0.5336 | 0.6602 | 0.8125 |
166
+ | No log | 14.375 | 230 | 0.5295 | 0.6028 | 0.5295 | 0.7277 |
167
+ | No log | 14.5 | 232 | 0.4986 | 0.6133 | 0.4986 | 0.7061 |
168
+ | No log | 14.625 | 234 | 0.4973 | 0.6133 | 0.4973 | 0.7052 |
169
+ | No log | 14.75 | 236 | 0.5055 | 0.6233 | 0.5055 | 0.7110 |
170
+ | No log | 14.875 | 238 | 0.5709 | 0.5605 | 0.5709 | 0.7556 |
171
+ | No log | 15.0 | 240 | 0.5446 | 0.5239 | 0.5446 | 0.7380 |
172
+ | No log | 15.125 | 242 | 0.5031 | 0.5965 | 0.5031 | 0.7093 |
173
+ | No log | 15.25 | 244 | 0.5090 | 0.6092 | 0.5090 | 0.7134 |
174
+ | No log | 15.375 | 246 | 0.5584 | 0.5123 | 0.5584 | 0.7473 |
175
+ | No log | 15.5 | 248 | 0.5987 | 0.5140 | 0.5987 | 0.7738 |
176
+ | No log | 15.625 | 250 | 0.5836 | 0.5817 | 0.5836 | 0.7640 |
177
+ | No log | 15.75 | 252 | 0.5394 | 0.5307 | 0.5394 | 0.7344 |
178
+ | No log | 15.875 | 254 | 0.4994 | 0.5719 | 0.4994 | 0.7067 |
179
+ | No log | 16.0 | 256 | 0.4852 | 0.5941 | 0.4852 | 0.6965 |
180
+ | No log | 16.125 | 258 | 0.4816 | 0.6039 | 0.4816 | 0.6940 |
181
+ | No log | 16.25 | 260 | 0.4812 | 0.6039 | 0.4812 | 0.6937 |
182
+ | No log | 16.375 | 262 | 0.4957 | 0.5648 | 0.4957 | 0.7041 |
183
+ | No log | 16.5 | 264 | 0.5000 | 0.5648 | 0.5000 | 0.7071 |
184
+ | No log | 16.625 | 266 | 0.5011 | 0.5749 | 0.5011 | 0.7079 |
185
+ | No log | 16.75 | 268 | 0.5126 | 0.5765 | 0.5126 | 0.7160 |
186
+ | No log | 16.875 | 270 | 0.5301 | 0.5475 | 0.5301 | 0.7281 |
187
+ | No log | 17.0 | 272 | 0.5451 | 0.5633 | 0.5451 | 0.7383 |
188
+ | No log | 17.125 | 274 | 0.5398 | 0.5623 | 0.5398 | 0.7347 |
189
+ | No log | 17.25 | 276 | 0.5394 | 0.5853 | 0.5394 | 0.7345 |
190
+ | No log | 17.375 | 278 | 0.5447 | 0.5404 | 0.5447 | 0.7381 |
191
+ | No log | 17.5 | 280 | 0.5452 | 0.5404 | 0.5452 | 0.7384 |
192
+ | No log | 17.625 | 282 | 0.5353 | 0.5853 | 0.5353 | 0.7316 |
193
+ | No log | 17.75 | 284 | 0.5703 | 0.4575 | 0.5703 | 0.7552 |
194
+ | No log | 17.875 | 286 | 0.5633 | 0.4850 | 0.5633 | 0.7506 |
195
+ | No log | 18.0 | 288 | 0.5265 | 0.6053 | 0.5265 | 0.7256 |
196
+ | No log | 18.125 | 290 | 0.5173 | 0.6091 | 0.5173 | 0.7192 |
197
+ | No log | 18.25 | 292 | 0.5454 | 0.5852 | 0.5454 | 0.7385 |
198
+ | No log | 18.375 | 294 | 0.5787 | 0.5544 | 0.5787 | 0.7607 |
199
+ | No log | 18.5 | 296 | 0.5424 | 0.5852 | 0.5424 | 0.7365 |
200
+ | No log | 18.625 | 298 | 0.5222 | 0.5765 | 0.5222 | 0.7226 |
201
+ | No log | 18.75 | 300 | 0.5244 | 0.5765 | 0.5244 | 0.7242 |
202
+ | No log | 18.875 | 302 | 0.5409 | 0.5605 | 0.5409 | 0.7354 |
203
+ | No log | 19.0 | 304 | 0.5666 | 0.4983 | 0.5666 | 0.7527 |
204
+ | No log | 19.125 | 306 | 0.5675 | 0.4983 | 0.5675 | 0.7533 |
205
+ | No log | 19.25 | 308 | 0.5579 | 0.5248 | 0.5579 | 0.7469 |
206
+ | No log | 19.375 | 310 | 0.5355 | 0.5853 | 0.5355 | 0.7318 |
207
+ | No log | 19.5 | 312 | 0.5243 | 0.5782 | 0.5243 | 0.7241 |
208
+ | No log | 19.625 | 314 | 0.5093 | 0.5734 | 0.5093 | 0.7137 |
209
+ | No log | 19.75 | 316 | 0.5110 | 0.5883 | 0.5110 | 0.7149 |
210
+ | No log | 19.875 | 318 | 0.5249 | 0.6096 | 0.5249 | 0.7245 |
211
+ | No log | 20.0 | 320 | 0.5194 | 0.6096 | 0.5194 | 0.7207 |
212
+ | No log | 20.125 | 322 | 0.5196 | 0.5868 | 0.5196 | 0.7208 |
213
+ | No log | 20.25 | 324 | 0.5497 | 0.5614 | 0.5497 | 0.7414 |
214
+ | No log | 20.375 | 326 | 0.5432 | 0.5614 | 0.5432 | 0.7370 |
215
+ | No log | 20.5 | 328 | 0.5259 | 0.5631 | 0.5259 | 0.7252 |
216
+ | No log | 20.625 | 330 | 0.5495 | 0.5614 | 0.5495 | 0.7413 |
217
+ | No log | 20.75 | 332 | 0.5629 | 0.5420 | 0.5629 | 0.7503 |
218
+ | No log | 20.875 | 334 | 0.5556 | 0.5195 | 0.5556 | 0.7454 |
219
+ | No log | 21.0 | 336 | 0.5885 | 0.4845 | 0.5885 | 0.7671 |
220
+ | No log | 21.125 | 338 | 0.6070 | 0.5086 | 0.6070 | 0.7791 |
221
+ | No log | 21.25 | 340 | 0.5668 | 0.4660 | 0.5668 | 0.7528 |
222
+ | No log | 21.375 | 342 | 0.5566 | 0.4657 | 0.5566 | 0.7461 |
223
+ | No log | 21.5 | 344 | 0.6092 | 0.4813 | 0.6092 | 0.7805 |
224
+ | No log | 21.625 | 346 | 0.6050 | 0.4461 | 0.6050 | 0.7778 |
225
+ | No log | 21.75 | 348 | 0.5669 | 0.5009 | 0.5669 | 0.7530 |
226
+ | No log | 21.875 | 350 | 0.5438 | 0.5656 | 0.5438 | 0.7374 |
227
+ | No log | 22.0 | 352 | 0.5518 | 0.5567 | 0.5518 | 0.7428 |
228
+ | No log | 22.125 | 354 | 0.5546 | 0.6018 | 0.5546 | 0.7447 |
229
+ | No log | 22.25 | 356 | 0.5447 | 0.5937 | 0.5447 | 0.7380 |
230
+ | No log | 22.375 | 358 | 0.5331 | 0.6129 | 0.5331 | 0.7301 |
231
+ | No log | 22.5 | 360 | 0.5321 | 0.6087 | 0.5321 | 0.7295 |
232
+ | No log | 22.625 | 362 | 0.5610 | 0.4340 | 0.5610 | 0.7490 |
233
+ | No log | 22.75 | 364 | 0.5831 | 0.4410 | 0.5831 | 0.7636 |
234
+ | No log | 22.875 | 366 | 0.5551 | 0.5212 | 0.5551 | 0.7451 |
235
+ | No log | 23.0 | 368 | 0.5347 | 0.5503 | 0.5347 | 0.7312 |
236
+ | No log | 23.125 | 370 | 0.5586 | 0.4888 | 0.5586 | 0.7474 |
237
+ | No log | 23.25 | 372 | 0.5731 | 0.4330 | 0.5731 | 0.7570 |
238
+ | No log | 23.375 | 374 | 0.5628 | 0.5151 | 0.5628 | 0.7502 |
239
+ | No log | 23.5 | 376 | 0.5638 | 0.5042 | 0.5638 | 0.7508 |
240
+ | No log | 23.625 | 378 | 0.5728 | 0.4991 | 0.5728 | 0.7568 |
241
+ | No log | 23.75 | 380 | 0.5801 | 0.4386 | 0.5801 | 0.7616 |
242
+ | No log | 23.875 | 382 | 0.5737 | 0.5057 | 0.5737 | 0.7574 |
243
+ | No log | 24.0 | 384 | 0.5573 | 0.5389 | 0.5573 | 0.7465 |
244
+ | No log | 24.125 | 386 | 0.5793 | 0.6341 | 0.5793 | 0.7611 |
245
+ | No log | 24.25 | 388 | 0.5646 | 0.6334 | 0.5646 | 0.7514 |
246
+ | No log | 24.375 | 390 | 0.5481 | 0.6032 | 0.5481 | 0.7403 |
247
+ | No log | 24.5 | 392 | 0.5385 | 0.5640 | 0.5385 | 0.7338 |
248
+ | No log | 24.625 | 394 | 0.5386 | 0.6111 | 0.5386 | 0.7339 |
249
+ | No log | 24.75 | 396 | 0.5463 | 0.5912 | 0.5463 | 0.7391 |
250
+ | No log | 24.875 | 398 | 0.5845 | 0.5157 | 0.5845 | 0.7645 |
251
+ | No log | 25.0 | 400 | 0.6186 | 0.5059 | 0.6186 | 0.7865 |
252
+ | No log | 25.125 | 402 | 0.6482 | 0.4486 | 0.6482 | 0.8051 |
253
+ | No log | 25.25 | 404 | 0.6437 | 0.4845 | 0.6437 | 0.8023 |
254
+ | No log | 25.375 | 406 | 0.6012 | 0.5512 | 0.6012 | 0.7754 |
255
+ | No log | 25.5 | 408 | 0.5624 | 0.5455 | 0.5624 | 0.7499 |
256
+ | No log | 25.625 | 410 | 0.5485 | 0.5455 | 0.5485 | 0.7406 |
257
+ | No log | 25.75 | 412 | 0.5351 | 0.5719 | 0.5351 | 0.7315 |
258
+ | No log | 25.875 | 414 | 0.5281 | 0.6014 | 0.5281 | 0.7267 |
259
+ | No log | 26.0 | 416 | 0.5237 | 0.6257 | 0.5237 | 0.7237 |
260
+ | No log | 26.125 | 418 | 0.5240 | 0.6183 | 0.5240 | 0.7239 |
261
+ | No log | 26.25 | 420 | 0.5207 | 0.6173 | 0.5207 | 0.7216 |
262
+ | No log | 26.375 | 422 | 0.5251 | 0.5899 | 0.5251 | 0.7247 |
263
+ | No log | 26.5 | 424 | 0.5165 | 0.5874 | 0.5165 | 0.7187 |
264
+ | No log | 26.625 | 426 | 0.5149 | 0.5951 | 0.5149 | 0.7175 |
265
+ | No log | 26.75 | 428 | 0.5211 | 0.5593 | 0.5211 | 0.7219 |
266
+ | No log | 26.875 | 430 | 0.5212 | 0.5567 | 0.5212 | 0.7220 |
267
+ | No log | 27.0 | 432 | 0.5372 | 0.5160 | 0.5372 | 0.7330 |
268
+ | No log | 27.125 | 434 | 0.5548 | 0.5044 | 0.5548 | 0.7448 |
269
+ | No log | 27.25 | 436 | 0.5711 | 0.5095 | 0.5711 | 0.7557 |
270
+ | No log | 27.375 | 438 | 0.5381 | 0.5607 | 0.5381 | 0.7336 |
271
+ | No log | 27.5 | 440 | 0.5070 | 0.5656 | 0.5070 | 0.7121 |
272
+ | No log | 27.625 | 442 | 0.5207 | 0.5784 | 0.5207 | 0.7216 |
273
+ | No log | 27.75 | 444 | 0.5441 | 0.6150 | 0.5441 | 0.7376 |
274
+ | No log | 27.875 | 446 | 0.5250 | 0.5597 | 0.5250 | 0.7246 |
275
+ | No log | 28.0 | 448 | 0.5032 | 0.5782 | 0.5032 | 0.7094 |
276
+ | No log | 28.125 | 450 | 0.5206 | 0.6143 | 0.5206 | 0.7215 |
277
+ | No log | 28.25 | 452 | 0.5874 | 0.5378 | 0.5874 | 0.7664 |
278
+ | No log | 28.375 | 454 | 0.6114 | 0.5515 | 0.6114 | 0.7819 |
279
+ | No log | 28.5 | 456 | 0.5873 | 0.5168 | 0.5873 | 0.7663 |
280
+ | No log | 28.625 | 458 | 0.5366 | 0.5621 | 0.5366 | 0.7325 |
281
+ | No log | 28.75 | 460 | 0.5155 | 0.5941 | 0.5155 | 0.7180 |
282
+ | No log | 28.875 | 462 | 0.5684 | 0.5140 | 0.5685 | 0.7540 |
283
+ | No log | 29.0 | 464 | 0.5879 | 0.4920 | 0.5879 | 0.7668 |
284
+ | No log | 29.125 | 466 | 0.5631 | 0.5468 | 0.5631 | 0.7504 |
285
+ | No log | 29.25 | 468 | 0.5299 | 0.6242 | 0.5299 | 0.7279 |
286
+ | No log | 29.375 | 470 | 0.5537 | 0.5136 | 0.5537 | 0.7441 |
287
+ | No log | 29.5 | 472 | 0.5624 | 0.4689 | 0.5624 | 0.7499 |
288
+ | No log | 29.625 | 474 | 0.5374 | 0.5399 | 0.5374 | 0.7331 |
289
+ | No log | 29.75 | 476 | 0.5215 | 0.6228 | 0.5215 | 0.7222 |
290
+ | No log | 29.875 | 478 | 0.5353 | 0.5614 | 0.5353 | 0.7317 |
291
+ | No log | 30.0 | 480 | 0.5576 | 0.5367 | 0.5576 | 0.7467 |
292
+ | No log | 30.125 | 482 | 0.5526 | 0.5367 | 0.5526 | 0.7434 |
293
+ | No log | 30.25 | 484 | 0.5351 | 0.5386 | 0.5351 | 0.7315 |
294
+ | No log | 30.375 | 486 | 0.5268 | 0.5151 | 0.5268 | 0.7258 |
295
+ | No log | 30.5 | 488 | 0.5215 | 0.5404 | 0.5215 | 0.7221 |
296
+ | No log | 30.625 | 490 | 0.5202 | 0.5151 | 0.5202 | 0.7212 |
297
+ | No log | 30.75 | 492 | 0.5138 | 0.5404 | 0.5138 | 0.7168 |
298
+ | No log | 30.875 | 494 | 0.5086 | 0.5404 | 0.5086 | 0.7131 |
299
+ | No log | 31.0 | 496 | 0.4932 | 0.5648 | 0.4932 | 0.7023 |
300
+ | No log | 31.125 | 498 | 0.4826 | 0.5860 | 0.4826 | 0.6947 |
301
+ | 0.2942 | 31.25 | 500 | 0.5007 | 0.6127 | 0.5007 | 0.7076 |
302
+ | 0.2942 | 31.375 | 502 | 0.5182 | 0.5855 | 0.5182 | 0.7198 |
303
+ | 0.2942 | 31.5 | 504 | 0.5176 | 0.6127 | 0.5176 | 0.7195 |
304
+ | 0.2942 | 31.625 | 506 | 0.5045 | 0.6389 | 0.5045 | 0.7103 |
305
+ | 0.2942 | 31.75 | 508 | 0.4954 | 0.6073 | 0.4954 | 0.7038 |
306
+ | 0.2942 | 31.875 | 510 | 0.4933 | 0.6024 | 0.4933 | 0.7023 |
307
+ | 0.2942 | 32.0 | 512 | 0.4973 | 0.6111 | 0.4973 | 0.7052 |
308
+ | 0.2942 | 32.125 | 514 | 0.5020 | 0.5897 | 0.5020 | 0.7085 |
309
+ | 0.2942 | 32.25 | 516 | 0.5103 | 0.6101 | 0.5103 | 0.7144 |
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions
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