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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k10_task7_organization

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  1. README.md +261 -322
  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_k10_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_k10_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: 0.6886
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- - Qwk: 0.0376
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- - Mse: 0.6886
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- - Rmse: 0.8298
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  ## Model description
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@@ -49,322 +49,261 @@ 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 | 0.0606 | 2 | 2.4017 | -0.0449 | 2.4017 | 1.5497 |
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- | No log | 0.1212 | 4 | 1.1696 | 0.1281 | 1.1696 | 1.0815 |
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- | No log | 0.1818 | 6 | 0.9677 | -0.0622 | 0.9677 | 0.9837 |
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- | No log | 0.2424 | 8 | 0.8118 | 0.0481 | 0.8118 | 0.9010 |
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- | No log | 0.3030 | 10 | 0.8416 | 0.0798 | 0.8416 | 0.9174 |
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- | No log | 0.3636 | 12 | 0.7777 | 0.2270 | 0.7777 | 0.8819 |
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- | No log | 0.4242 | 14 | 0.8173 | 0.1598 | 0.8173 | 0.9041 |
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- | No log | 0.4848 | 16 | 0.8754 | 0.0428 | 0.8754 | 0.9356 |
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- | No log | 0.5455 | 18 | 1.0704 | -0.1217 | 1.0704 | 1.0346 |
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- | No log | 0.6061 | 20 | 1.2223 | -0.0792 | 1.2223 | 1.1056 |
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- | No log | 0.6667 | 22 | 1.1912 | 0.0995 | 1.1912 | 1.0914 |
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- | No log | 0.7273 | 24 | 1.1025 | 0.3141 | 1.1025 | 1.0500 |
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- | No log | 0.7879 | 26 | 0.8217 | 0.3398 | 0.8217 | 0.9065 |
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- | No log | 0.8485 | 28 | 0.6373 | 0.1372 | 0.6373 | 0.7983 |
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- | No log | 0.9091 | 30 | 0.6657 | 0.0481 | 0.6657 | 0.8159 |
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- | No log | 0.9697 | 32 | 0.6869 | 0.0481 | 0.6869 | 0.8288 |
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- | No log | 1.0303 | 34 | 0.7073 | 0.0481 | 0.7073 | 0.8410 |
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- | No log | 1.0909 | 36 | 0.7233 | 0.1365 | 0.7233 | 0.8504 |
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- | No log | 1.1515 | 38 | 0.8288 | 0.1770 | 0.8288 | 0.9104 |
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- | No log | 1.2121 | 40 | 0.8353 | 0.1365 | 0.8353 | 0.9140 |
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- | No log | 1.2727 | 42 | 0.7265 | 0.1372 | 0.7265 | 0.8523 |
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- | No log | 1.3333 | 44 | 0.6730 | 0.0481 | 0.6730 | 0.8203 |
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- | No log | 1.3939 | 46 | 0.6441 | 0.0 | 0.6441 | 0.8026 |
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- | No log | 1.4545 | 48 | 0.6631 | 0.0 | 0.6631 | 0.8143 |
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- | No log | 1.5152 | 50 | 0.7245 | 0.0 | 0.7245 | 0.8512 |
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- | No log | 1.5758 | 52 | 0.7469 | 0.0 | 0.7469 | 0.8642 |
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- | No log | 1.6364 | 54 | 0.7838 | 0.0 | 0.7838 | 0.8853 |
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- | No log | 1.6970 | 56 | 0.9110 | 0.2181 | 0.9110 | 0.9544 |
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- | No log | 1.7576 | 58 | 0.9388 | 0.2132 | 0.9388 | 0.9689 |
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- | No log | 1.8182 | 60 | 1.0147 | 0.0970 | 1.0147 | 1.0073 |
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- | No log | 1.8788 | 62 | 1.1815 | 0.0209 | 1.1815 | 1.0870 |
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- | No log | 1.9394 | 64 | 1.3512 | 0.0572 | 1.3512 | 1.1624 |
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- | No log | 2.0 | 66 | 1.1474 | 0.1710 | 1.1474 | 1.0712 |
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- | No log | 2.0606 | 68 | 0.9233 | 0.2846 | 0.9233 | 0.9609 |
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- | No log | 2.1212 | 70 | 0.8274 | 0.4343 | 0.8274 | 0.9096 |
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- | No log | 2.1818 | 72 | 0.8708 | 0.3385 | 0.8708 | 0.9332 |
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- | No log | 2.2424 | 74 | 1.0932 | 0.1737 | 1.0932 | 1.0455 |
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- | No log | 2.3030 | 76 | 1.2266 | 0.0745 | 1.2266 | 1.1075 |
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- | No log | 2.3636 | 78 | 1.1416 | -0.1425 | 1.1416 | 1.0685 |
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- | No log | 2.4242 | 80 | 0.9505 | 0.1358 | 0.9505 | 0.9749 |
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- | No log | 2.4848 | 82 | 0.7821 | 0.0481 | 0.7821 | 0.8843 |
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- | No log | 2.5455 | 84 | 0.7330 | 0.0481 | 0.7330 | 0.8561 |
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- | No log | 2.6061 | 86 | 0.7359 | 0.0 | 0.7359 | 0.8579 |
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- | No log | 2.6667 | 88 | 0.7608 | 0.1617 | 0.7608 | 0.8722 |
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- | No log | 2.7273 | 90 | 0.7543 | 0.1508 | 0.7543 | 0.8685 |
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- | No log | 2.7879 | 92 | 0.7546 | -0.0027 | 0.7546 | 0.8687 |
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- | No log | 2.8485 | 94 | 0.7897 | 0.0481 | 0.7897 | 0.8886 |
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- | No log | 2.9091 | 96 | 0.8766 | 0.0495 | 0.8766 | 0.9363 |
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- | No log | 2.9697 | 98 | 0.9210 | 0.0522 | 0.9210 | 0.9597 |
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- | No log | 3.0303 | 100 | 0.9142 | 0.0947 | 0.9142 | 0.9561 |
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- | No log | 3.0909 | 102 | 0.8254 | 0.0940 | 0.8254 | 0.9085 |
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- | No log | 3.1515 | 104 | 0.7489 | 0.0 | 0.7489 | 0.8654 |
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- | No log | 3.2121 | 106 | 0.7891 | 0.1236 | 0.7891 | 0.8883 |
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- | No log | 3.2727 | 108 | 0.8638 | 0.0889 | 0.8638 | 0.9294 |
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- | No log | 3.3333 | 110 | 0.8686 | 0.0 | 0.8686 | 0.9320 |
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- | No log | 3.3939 | 112 | 0.8850 | 0.0898 | 0.8850 | 0.9408 |
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- | No log | 3.4545 | 114 | 0.9423 | 0.0481 | 0.9423 | 0.9707 |
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- | No log | 3.5152 | 116 | 0.9449 | 0.0509 | 0.9449 | 0.9721 |
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- | No log | 3.5758 | 118 | 0.8930 | 0.0053 | 0.8930 | 0.9450 |
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- | No log | 3.6364 | 120 | 0.8605 | -0.0426 | 0.8605 | 0.9277 |
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- | No log | 3.6970 | 122 | 0.8524 | 0.0460 | 0.8524 | 0.9233 |
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- | No log | 3.7576 | 124 | 0.9255 | 0.2408 | 0.9255 | 0.9620 |
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- | No log | 3.8182 | 126 | 0.9738 | 0.2008 | 0.9738 | 0.9868 |
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- | No log | 3.8788 | 128 | 0.9487 | 0.0547 | 0.9487 | 0.9740 |
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- | No log | 3.9394 | 130 | 0.9615 | 0.0916 | 0.9615 | 0.9805 |
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- | No log | 4.0 | 132 | 1.0387 | 0.0936 | 1.0387 | 1.0192 |
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- | No log | 4.0606 | 134 | 1.0847 | 0.0006 | 1.0847 | 1.0415 |
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- | No log | 4.1212 | 136 | 0.9694 | 0.0230 | 0.9694 | 0.9846 |
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- | No log | 4.1818 | 138 | 0.8660 | 0.1673 | 0.8660 | 0.9306 |
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- | No log | 4.2424 | 140 | 0.8035 | -0.0025 | 0.8035 | 0.8964 |
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- | No log | 4.3030 | 142 | 0.7957 | -0.0149 | 0.7957 | 0.8920 |
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- | No log | 4.3636 | 144 | 0.7757 | 0.1359 | 0.7757 | 0.8807 |
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- | No log | 4.4242 | 146 | 0.7608 | 0.1834 | 0.7608 | 0.8722 |
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- | No log | 4.4848 | 148 | 0.8523 | 0.1863 | 0.8523 | 0.9232 |
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- | No log | 4.5455 | 150 | 1.0210 | 0.2557 | 1.0210 | 1.0105 |
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- | No log | 4.6061 | 152 | 1.0816 | 0.2514 | 1.0816 | 1.0400 |
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- | No log | 4.6667 | 154 | 0.8950 | 0.2192 | 0.8950 | 0.9460 |
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- | No log | 4.7273 | 156 | 0.7184 | 0.3072 | 0.7184 | 0.8476 |
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- | No log | 4.7879 | 158 | 0.7222 | 0.2085 | 0.7222 | 0.8498 |
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- | No log | 4.8485 | 160 | 0.7373 | 0.1922 | 0.7373 | 0.8586 |
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- | No log | 4.9091 | 162 | 0.7867 | 0.0474 | 0.7867 | 0.8870 |
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- | No log | 4.9697 | 164 | 0.8262 | 0.1304 | 0.8262 | 0.9089 |
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- | No log | 5.0303 | 166 | 0.8706 | 0.0178 | 0.8706 | 0.9330 |
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- | No log | 5.0909 | 168 | 0.9120 | -0.0212 | 0.9120 | 0.9550 |
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- | No log | 5.1515 | 170 | 0.8489 | 0.0476 | 0.8489 | 0.9214 |
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- | No log | 5.2121 | 172 | 0.7773 | 0.3426 | 0.7773 | 0.8817 |
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- | No log | 5.2727 | 174 | 0.7770 | 0.2475 | 0.7770 | 0.8815 |
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- | No log | 5.3333 | 176 | 0.7741 | 0.1867 | 0.7741 | 0.8798 |
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- | No log | 5.3939 | 178 | 0.7991 | 0.0866 | 0.7991 | 0.8939 |
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- | No log | 5.4545 | 180 | 0.8369 | 0.1247 | 0.8369 | 0.9148 |
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- | No log | 5.5152 | 182 | 0.8156 | 0.1247 | 0.8156 | 0.9031 |
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- | No log | 5.5758 | 184 | 0.7595 | 0.2675 | 0.7595 | 0.8715 |
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- | No log | 5.6364 | 186 | 0.7523 | 0.2675 | 0.7523 | 0.8674 |
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- | No log | 5.6970 | 188 | 0.7496 | 0.3061 | 0.7496 | 0.8658 |
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- | No log | 5.7576 | 190 | 0.7451 | 0.2389 | 0.7451 | 0.8632 |
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- | No log | 5.8182 | 192 | 0.7534 | 0.1660 | 0.7534 | 0.8680 |
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- | No log | 5.8788 | 194 | 0.7788 | 0.2036 | 0.7788 | 0.8825 |
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- | No log | 5.9394 | 196 | 0.7576 | 0.1620 | 0.7576 | 0.8704 |
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- | No log | 6.0 | 198 | 0.7518 | 0.1591 | 0.7518 | 0.8671 |
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- | No log | 6.0606 | 200 | 0.7574 | 0.1498 | 0.7574 | 0.8703 |
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- | No log | 6.1212 | 202 | 0.7703 | 0.2063 | 0.7703 | 0.8777 |
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- | No log | 6.1818 | 204 | 0.7639 | 0.2537 | 0.7639 | 0.8740 |
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- | No log | 6.2424 | 206 | 0.7514 | 0.1489 | 0.7514 | 0.8668 |
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- | No log | 6.3030 | 208 | 0.7586 | 0.0810 | 0.7586 | 0.8710 |
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- | No log | 6.3636 | 210 | 0.7542 | 0.0810 | 0.7542 | 0.8684 |
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- | No log | 6.4242 | 212 | 0.7323 | 0.2317 | 0.7323 | 0.8558 |
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- | No log | 6.4848 | 214 | 0.7373 | 0.1998 | 0.7373 | 0.8587 |
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- | No log | 6.5455 | 216 | 0.8194 | 0.1581 | 0.8194 | 0.9052 |
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- | No log | 6.6061 | 218 | 0.8488 | 0.1581 | 0.8488 | 0.9213 |
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- | No log | 6.6667 | 220 | 0.7517 | 0.1597 | 0.7517 | 0.8670 |
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- | No log | 6.7273 | 222 | 0.7150 | 0.3243 | 0.7150 | 0.8455 |
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- | No log | 6.7879 | 224 | 0.7205 | 0.2325 | 0.7205 | 0.8488 |
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- | No log | 6.8485 | 226 | 0.8119 | 0.1977 | 0.8119 | 0.9010 |
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- | No log | 6.9091 | 228 | 0.8513 | 0.1637 | 0.8513 | 0.9226 |
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- | No log | 6.9697 | 230 | 0.7870 | 0.1259 | 0.7870 | 0.8871 |
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- | No log | 7.0303 | 232 | 0.7140 | 0.1224 | 0.7140 | 0.8450 |
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- | No log | 7.0909 | 234 | 0.7053 | 0.2317 | 0.7053 | 0.8398 |
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- | No log | 7.1515 | 236 | 0.6909 | 0.1846 | 0.6909 | 0.8312 |
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- | No log | 7.2121 | 238 | 0.6777 | 0.1752 | 0.6777 | 0.8233 |
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- | No log | 7.2727 | 240 | 0.6753 | 0.3166 | 0.6753 | 0.8218 |
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- | No log | 7.3333 | 242 | 0.6824 | 0.3166 | 0.6824 | 0.8261 |
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- | No log | 7.3939 | 244 | 0.6803 | 0.1508 | 0.6803 | 0.8248 |
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- | No log | 7.4545 | 246 | 0.7028 | 0.0810 | 0.7028 | 0.8383 |
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- | No log | 7.5152 | 248 | 0.7494 | 0.1267 | 0.7494 | 0.8657 |
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- | No log | 7.5758 | 250 | 0.7617 | 0.1267 | 0.7617 | 0.8728 |
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- | No log | 7.6364 | 252 | 0.7157 | 0.0810 | 0.7157 | 0.8460 |
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- | No log | 7.6970 | 254 | 0.6916 | 0.3323 | 0.6916 | 0.8316 |
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- | No log | 7.7576 | 256 | 0.7369 | 0.3166 | 0.7369 | 0.8584 |
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- | No log | 7.8182 | 258 | 0.7286 | 0.3166 | 0.7286 | 0.8536 |
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- | No log | 7.8788 | 260 | 0.6897 | 0.2641 | 0.6897 | 0.8305 |
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- | No log | 7.9394 | 262 | 0.7368 | 0.0426 | 0.7368 | 0.8584 |
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- | No log | 8.0 | 264 | 0.8588 | 0.1309 | 0.8588 | 0.9267 |
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- | No log | 8.0606 | 266 | 0.9367 | 0.2813 | 0.9367 | 0.9678 |
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- | No log | 8.1212 | 268 | 0.8841 | 0.2844 | 0.8841 | 0.9403 |
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- | No log | 8.1818 | 270 | 0.7804 | 0.1255 | 0.7804 | 0.8834 |
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- | No log | 8.2424 | 272 | 0.6888 | 0.1591 | 0.6888 | 0.8299 |
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- | No log | 8.3030 | 274 | 0.7007 | 0.3323 | 0.7007 | 0.8371 |
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- | No log | 8.3636 | 276 | 0.7184 | 0.2606 | 0.7184 | 0.8476 |
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- | No log | 8.4242 | 278 | 0.7235 | 0.1094 | 0.7235 | 0.8506 |
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- | No log | 8.4848 | 280 | 0.7277 | 0.1604 | 0.7277 | 0.8531 |
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- | No log | 8.5455 | 282 | 0.7489 | 0.0822 | 0.7489 | 0.8654 |
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- | No log | 8.6061 | 284 | 0.7781 | 0.0838 | 0.7781 | 0.8821 |
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- | No log | 8.6667 | 286 | 0.7691 | 0.0822 | 0.7691 | 0.8770 |
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- | No log | 8.7273 | 288 | 0.7339 | 0.1176 | 0.7339 | 0.8567 |
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- | No log | 8.7879 | 290 | 0.7208 | 0.3445 | 0.7208 | 0.8490 |
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- | No log | 8.8485 | 292 | 0.7168 | 0.3296 | 0.7168 | 0.8466 |
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- | No log | 8.9091 | 294 | 0.7086 | 0.3474 | 0.7086 | 0.8418 |
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- | No log | 8.9697 | 296 | 0.7148 | 0.1904 | 0.7148 | 0.8455 |
200
- | No log | 9.0303 | 298 | 0.7215 | 0.2317 | 0.7215 | 0.8494 |
201
- | No log | 9.0909 | 300 | 0.7181 | 0.1550 | 0.7181 | 0.8474 |
202
- | No log | 9.1515 | 302 | 0.7045 | 0.1903 | 0.7045 | 0.8393 |
203
- | No log | 9.2121 | 304 | 0.6923 | 0.1903 | 0.6923 | 0.8321 |
204
- | No log | 9.2727 | 306 | 0.6835 | 0.2280 | 0.6835 | 0.8267 |
205
- | No log | 9.3333 | 308 | 0.6875 | 0.1561 | 0.6875 | 0.8292 |
206
- | No log | 9.3939 | 310 | 0.7001 | 0.1561 | 0.7001 | 0.8367 |
207
- | No log | 9.4545 | 312 | 0.7029 | 0.1807 | 0.7029 | 0.8384 |
208
- | No log | 9.5152 | 314 | 0.6989 | 0.2085 | 0.6989 | 0.8360 |
209
- | No log | 9.5758 | 316 | 0.6682 | 0.2280 | 0.6682 | 0.8174 |
210
- | No log | 9.6364 | 318 | 0.6881 | 0.1218 | 0.6881 | 0.8295 |
211
- | No log | 9.6970 | 320 | 0.6987 | 0.0833 | 0.6987 | 0.8359 |
212
- | No log | 9.7576 | 322 | 0.6653 | 0.1548 | 0.6653 | 0.8157 |
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- | No log | 9.8182 | 324 | 0.6531 | 0.1904 | 0.6531 | 0.8081 |
214
- | No log | 9.8788 | 326 | 0.6493 | 0.1867 | 0.6493 | 0.8058 |
215
- | No log | 9.9394 | 328 | 0.6420 | 0.2243 | 0.6420 | 0.8013 |
216
- | No log | 10.0 | 330 | 0.6528 | 0.2787 | 0.6528 | 0.8079 |
217
- | No log | 10.0606 | 332 | 0.6726 | 0.3238 | 0.6726 | 0.8201 |
218
- | No log | 10.1212 | 334 | 0.6709 | 0.3238 | 0.6709 | 0.8191 |
219
- | No log | 10.1818 | 336 | 0.6560 | 0.2243 | 0.6560 | 0.8099 |
220
- | No log | 10.2424 | 338 | 0.6812 | 0.1224 | 0.6812 | 0.8254 |
221
- | No log | 10.3030 | 340 | 0.7046 | 0.1267 | 0.7046 | 0.8394 |
222
- | No log | 10.3636 | 342 | 0.6850 | 0.1224 | 0.6850 | 0.8276 |
223
- | No log | 10.4242 | 344 | 0.6668 | 0.2713 | 0.6668 | 0.8166 |
224
- | No log | 10.4848 | 346 | 0.6504 | 0.3039 | 0.6504 | 0.8065 |
225
- | No log | 10.5455 | 348 | 0.6385 | 0.2677 | 0.6385 | 0.7991 |
226
- | No log | 10.6061 | 350 | 0.6294 | 0.1790 | 0.6294 | 0.7934 |
227
- | No log | 10.6667 | 352 | 0.6247 | 0.3305 | 0.6247 | 0.7904 |
228
- | No log | 10.7273 | 354 | 0.6155 | 0.2819 | 0.6155 | 0.7845 |
229
- | No log | 10.7879 | 356 | 0.6124 | 0.2963 | 0.6124 | 0.7826 |
230
- | No log | 10.8485 | 358 | 0.6153 | 0.2963 | 0.6153 | 0.7844 |
231
- | No log | 10.9091 | 360 | 0.6221 | 0.3491 | 0.6221 | 0.7887 |
232
- | No log | 10.9697 | 362 | 0.6335 | 0.2857 | 0.6335 | 0.7959 |
233
- | No log | 11.0303 | 364 | 0.6510 | 0.2930 | 0.6510 | 0.8069 |
234
- | No log | 11.0909 | 366 | 0.6689 | 0.2930 | 0.6689 | 0.8179 |
235
- | No log | 11.1515 | 368 | 0.6790 | 0.2857 | 0.6790 | 0.8240 |
236
- | No log | 11.2121 | 370 | 0.6788 | 0.3491 | 0.6788 | 0.8239 |
237
- | No log | 11.2727 | 372 | 0.6952 | 0.2308 | 0.6952 | 0.8338 |
238
- | No log | 11.3333 | 374 | 0.6898 | 0.2308 | 0.6898 | 0.8305 |
239
- | No log | 11.3939 | 376 | 0.6850 | 0.2308 | 0.6850 | 0.8276 |
240
- | No log | 11.4545 | 378 | 0.6886 | 0.2308 | 0.6886 | 0.8298 |
241
- | No log | 11.5152 | 380 | 0.6882 | 0.2308 | 0.6882 | 0.8296 |
242
- | No log | 11.5758 | 382 | 0.6630 | 0.2243 | 0.6630 | 0.8143 |
243
- | No log | 11.6364 | 384 | 0.6459 | 0.2243 | 0.6459 | 0.8037 |
244
- | No log | 11.6970 | 386 | 0.6389 | 0.2243 | 0.6389 | 0.7993 |
245
- | No log | 11.7576 | 388 | 0.6465 | 0.2243 | 0.6465 | 0.8041 |
246
- | No log | 11.8182 | 390 | 0.6310 | 0.2243 | 0.6310 | 0.7944 |
247
- | No log | 11.8788 | 392 | 0.6063 | 0.2930 | 0.6063 | 0.7787 |
248
- | No log | 11.9394 | 394 | 0.5954 | 0.2857 | 0.5954 | 0.7716 |
249
- | No log | 12.0 | 396 | 0.5938 | 0.2857 | 0.5938 | 0.7706 |
250
- | No log | 12.0606 | 398 | 0.5891 | 0.3197 | 0.5891 | 0.7675 |
251
- | No log | 12.1212 | 400 | 0.5940 | 0.3745 | 0.5940 | 0.7707 |
252
- | No log | 12.1818 | 402 | 0.6229 | 0.3366 | 0.6229 | 0.7893 |
253
- | No log | 12.2424 | 404 | 0.6286 | 0.2675 | 0.6286 | 0.7929 |
254
- | No log | 12.3030 | 406 | 0.6193 | 0.3416 | 0.6193 | 0.7870 |
255
- | No log | 12.3636 | 408 | 0.5989 | 0.3745 | 0.5989 | 0.7739 |
256
- | No log | 12.4242 | 410 | 0.6010 | 0.4070 | 0.6010 | 0.7753 |
257
- | No log | 12.4848 | 412 | 0.6178 | 0.2675 | 0.6178 | 0.7860 |
258
- | No log | 12.5455 | 414 | 0.6249 | 0.2979 | 0.6249 | 0.7905 |
259
- | No log | 12.6061 | 416 | 0.6440 | 0.2299 | 0.6440 | 0.8025 |
260
- | No log | 12.6667 | 418 | 0.6353 | 0.2317 | 0.6353 | 0.7970 |
261
- | No log | 12.7273 | 420 | 0.6323 | 0.2748 | 0.6323 | 0.7952 |
262
- | No log | 12.7879 | 422 | 0.6274 | 0.2748 | 0.6274 | 0.7921 |
263
- | No log | 12.8485 | 424 | 0.6106 | 0.3468 | 0.6106 | 0.7814 |
264
- | No log | 12.9091 | 426 | 0.6128 | 0.2676 | 0.6128 | 0.7828 |
265
- | No log | 12.9697 | 428 | 0.6111 | 0.3323 | 0.6111 | 0.7817 |
266
- | No log | 13.0303 | 430 | 0.6279 | 0.3166 | 0.6279 | 0.7924 |
267
- | No log | 13.0909 | 432 | 0.6491 | 0.4035 | 0.6491 | 0.8057 |
268
- | No log | 13.1515 | 434 | 0.6806 | 0.3950 | 0.6806 | 0.8250 |
269
- | No log | 13.2121 | 436 | 0.6737 | 0.3755 | 0.6737 | 0.8208 |
270
- | No log | 13.2727 | 438 | 0.6366 | 0.3465 | 0.6366 | 0.7978 |
271
- | No log | 13.3333 | 440 | 0.6226 | 0.3072 | 0.6226 | 0.7891 |
272
- | No log | 13.3939 | 442 | 0.6445 | 0.3396 | 0.6445 | 0.8028 |
273
- | No log | 13.4545 | 444 | 0.6700 | 0.2642 | 0.6700 | 0.8185 |
274
- | No log | 13.5152 | 446 | 0.6459 | 0.2325 | 0.6459 | 0.8037 |
275
- | No log | 13.5758 | 448 | 0.6176 | 0.3117 | 0.6176 | 0.7859 |
276
- | No log | 13.6364 | 450 | 0.6208 | 0.3117 | 0.6208 | 0.7879 |
277
- | No log | 13.6970 | 452 | 0.6357 | 0.3061 | 0.6357 | 0.7973 |
278
- | No log | 13.7576 | 454 | 0.6425 | 0.2374 | 0.6425 | 0.8015 |
279
- | No log | 13.8182 | 456 | 0.6547 | 0.2024 | 0.6547 | 0.8092 |
280
- | No log | 13.8788 | 458 | 0.6589 | 0.1617 | 0.6589 | 0.8117 |
281
- | No log | 13.9394 | 460 | 0.6628 | 0.2677 | 0.6628 | 0.8141 |
282
- | No log | 14.0 | 462 | 0.6771 | 0.2857 | 0.6771 | 0.8228 |
283
- | No log | 14.0606 | 464 | 0.6731 | 0.2857 | 0.6731 | 0.8204 |
284
- | No log | 14.1212 | 466 | 0.6601 | 0.3405 | 0.6601 | 0.8125 |
285
- | No log | 14.1818 | 468 | 0.6577 | 0.2677 | 0.6577 | 0.8110 |
286
- | No log | 14.2424 | 470 | 0.6773 | 0.0376 | 0.6773 | 0.8230 |
287
- | No log | 14.3030 | 472 | 0.6827 | 0.0410 | 0.6827 | 0.8263 |
288
- | No log | 14.3636 | 474 | 0.6723 | 0.0376 | 0.6723 | 0.8199 |
289
- | No log | 14.4242 | 476 | 0.6532 | 0.2308 | 0.6532 | 0.8082 |
290
- | No log | 14.4848 | 478 | 0.6533 | 0.3405 | 0.6533 | 0.8082 |
291
- | No log | 14.5455 | 480 | 0.6647 | 0.3387 | 0.6647 | 0.8153 |
292
- | No log | 14.6061 | 482 | 0.6644 | 0.3387 | 0.6644 | 0.8151 |
293
- | No log | 14.6667 | 484 | 0.6551 | 0.3405 | 0.6551 | 0.8094 |
294
- | No log | 14.7273 | 486 | 0.6565 | 0.3405 | 0.6565 | 0.8102 |
295
- | No log | 14.7879 | 488 | 0.6581 | 0.3243 | 0.6581 | 0.8112 |
296
- | No log | 14.8485 | 490 | 0.6509 | 0.3020 | 0.6509 | 0.8068 |
297
- | No log | 14.9091 | 492 | 0.6292 | 0.3465 | 0.6292 | 0.7932 |
298
- | No log | 14.9697 | 494 | 0.6123 | 0.2641 | 0.6123 | 0.7825 |
299
- | No log | 15.0303 | 496 | 0.6113 | 0.2308 | 0.6113 | 0.7819 |
300
- | No log | 15.0909 | 498 | 0.6294 | 0.1550 | 0.6294 | 0.7933 |
301
- | 0.3159 | 15.1515 | 500 | 0.6585 | 0.0376 | 0.6585 | 0.8115 |
302
- | 0.3159 | 15.2121 | 502 | 0.6739 | 0.1608 | 0.6739 | 0.8209 |
303
- | 0.3159 | 15.2727 | 504 | 0.6509 | 0.0764 | 0.6509 | 0.8068 |
304
- | 0.3159 | 15.3333 | 506 | 0.6226 | 0.2641 | 0.6226 | 0.7890 |
305
- | 0.3159 | 15.3939 | 508 | 0.6276 | 0.3405 | 0.6276 | 0.7922 |
306
- | 0.3159 | 15.4545 | 510 | 0.6412 | 0.3405 | 0.6412 | 0.8007 |
307
- | 0.3159 | 15.5152 | 512 | 0.6546 | 0.2677 | 0.6546 | 0.8091 |
308
- | 0.3159 | 15.5758 | 514 | 0.6533 | 0.2677 | 0.6533 | 0.8083 |
309
- | 0.3159 | 15.6364 | 516 | 0.6446 | 0.2677 | 0.6446 | 0.8029 |
310
- | 0.3159 | 15.6970 | 518 | 0.6350 | 0.3405 | 0.6350 | 0.7969 |
311
- | 0.3159 | 15.7576 | 520 | 0.6348 | 0.2857 | 0.6348 | 0.7967 |
312
- | 0.3159 | 15.8182 | 522 | 0.6372 | 0.2857 | 0.6372 | 0.7983 |
313
- | 0.3159 | 15.8788 | 524 | 0.6387 | 0.2206 | 0.6387 | 0.7992 |
314
- | 0.3159 | 15.9394 | 526 | 0.6419 | 0.1797 | 0.6419 | 0.8012 |
315
- | 0.3159 | 16.0 | 528 | 0.6635 | 0.1818 | 0.6635 | 0.8145 |
316
- | 0.3159 | 16.0606 | 530 | 0.6764 | 0.2160 | 0.6764 | 0.8224 |
317
- | 0.3159 | 16.1212 | 532 | 0.6757 | 0.2160 | 0.6757 | 0.8220 |
318
- | 0.3159 | 16.1818 | 534 | 0.6679 | 0.1818 | 0.6679 | 0.8172 |
319
- | 0.3159 | 16.2424 | 536 | 0.6504 | 0.1797 | 0.6504 | 0.8065 |
320
- | 0.3159 | 16.3030 | 538 | 0.6506 | 0.2218 | 0.6506 | 0.8066 |
321
- | 0.3159 | 16.3636 | 540 | 0.6556 | 0.2145 | 0.6556 | 0.8097 |
322
- | 0.3159 | 16.4242 | 542 | 0.6613 | 0.2718 | 0.6613 | 0.8132 |
323
- | 0.3159 | 16.4848 | 544 | 0.6722 | 0.3020 | 0.6722 | 0.8199 |
324
- | 0.3159 | 16.5455 | 546 | 0.6661 | 0.3123 | 0.6661 | 0.8161 |
325
- | 0.3159 | 16.6061 | 548 | 0.6632 | 0.2218 | 0.6632 | 0.8144 |
326
- | 0.3159 | 16.6667 | 550 | 0.6673 | 0.1782 | 0.6673 | 0.8169 |
327
- | 0.3159 | 16.7273 | 552 | 0.6684 | 0.2451 | 0.6684 | 0.8175 |
328
- | 0.3159 | 16.7879 | 554 | 0.6707 | 0.3141 | 0.6707 | 0.8190 |
329
- | 0.3159 | 16.8485 | 556 | 0.6789 | 0.3551 | 0.6789 | 0.8240 |
330
- | 0.3159 | 16.9091 | 558 | 0.6762 | 0.3197 | 0.6762 | 0.8223 |
331
- | 0.3159 | 16.9697 | 560 | 0.6678 | 0.2572 | 0.6678 | 0.8172 |
332
- | 0.3159 | 17.0303 | 562 | 0.6914 | 0.2987 | 0.6914 | 0.8315 |
333
- | 0.3159 | 17.0909 | 564 | 0.7123 | 0.2709 | 0.7123 | 0.8440 |
334
- | 0.3159 | 17.1515 | 566 | 0.7039 | 0.2382 | 0.7039 | 0.8390 |
335
- | 0.3159 | 17.2121 | 568 | 0.6928 | 0.1983 | 0.6928 | 0.8324 |
336
- | 0.3159 | 17.2727 | 570 | 0.6905 | 0.2677 | 0.6905 | 0.8309 |
337
- | 0.3159 | 17.3333 | 572 | 0.7199 | 0.2857 | 0.7199 | 0.8485 |
338
- | 0.3159 | 17.3939 | 574 | 0.7237 | 0.2787 | 0.7237 | 0.8507 |
339
- | 0.3159 | 17.4545 | 576 | 0.6924 | 0.2537 | 0.6924 | 0.8321 |
340
- | 0.3159 | 17.5152 | 578 | 0.6750 | 0.2336 | 0.6750 | 0.8216 |
341
- | 0.3159 | 17.5758 | 580 | 0.6914 | 0.1660 | 0.6914 | 0.8315 |
342
- | 0.3159 | 17.6364 | 582 | 0.7596 | 0.1345 | 0.7596 | 0.8716 |
343
- | 0.3159 | 17.6970 | 584 | 0.7747 | 0.1345 | 0.7747 | 0.8802 |
344
- | 0.3159 | 17.7576 | 586 | 0.7292 | 0.0947 | 0.7292 | 0.8539 |
345
- | 0.3159 | 17.8182 | 588 | 0.6708 | 0.1236 | 0.6708 | 0.8190 |
346
- | 0.3159 | 17.8788 | 590 | 0.6691 | 0.2206 | 0.6691 | 0.8180 |
347
- | 0.3159 | 17.9394 | 592 | 0.7168 | 0.3594 | 0.7168 | 0.8467 |
348
- | 0.3159 | 18.0 | 594 | 0.7262 | 0.3712 | 0.7262 | 0.8522 |
349
- | 0.3159 | 18.0606 | 596 | 0.6923 | 0.4731 | 0.6923 | 0.8320 |
350
- | 0.3159 | 18.1212 | 598 | 0.6509 | 0.3950 | 0.6509 | 0.8068 |
351
- | 0.3159 | 18.1818 | 600 | 0.6356 | 0.3166 | 0.6356 | 0.7972 |
352
- | 0.3159 | 18.2424 | 602 | 0.6362 | 0.2963 | 0.6362 | 0.7976 |
353
- | 0.3159 | 18.3030 | 604 | 0.6538 | 0.2280 | 0.6538 | 0.8086 |
354
- | 0.3159 | 18.3636 | 606 | 0.6750 | 0.2274 | 0.6750 | 0.8216 |
355
- | 0.3159 | 18.4242 | 608 | 0.6697 | 0.2578 | 0.6697 | 0.8184 |
356
- | 0.3159 | 18.4848 | 610 | 0.6480 | 0.1962 | 0.6480 | 0.8050 |
357
- | 0.3159 | 18.5455 | 612 | 0.6587 | 0.3405 | 0.6587 | 0.8116 |
358
- | 0.3159 | 18.6061 | 614 | 0.6771 | 0.2930 | 0.6771 | 0.8228 |
359
- | 0.3159 | 18.6667 | 616 | 0.7010 | 0.3546 | 0.7010 | 0.8372 |
360
- | 0.3159 | 18.7273 | 618 | 0.7059 | 0.3546 | 0.7059 | 0.8401 |
361
- | 0.3159 | 18.7879 | 620 | 0.6923 | 0.2677 | 0.6923 | 0.8321 |
362
- | 0.3159 | 18.8485 | 622 | 0.6788 | 0.1922 | 0.6788 | 0.8239 |
363
- | 0.3159 | 18.9091 | 624 | 0.6806 | 0.0376 | 0.6806 | 0.8250 |
364
- | 0.3159 | 18.9697 | 626 | 0.6891 | -0.0026 | 0.6891 | 0.8301 |
365
- | 0.3159 | 19.0303 | 628 | 0.6859 | -0.0026 | 0.6859 | 0.8282 |
366
- | 0.3159 | 19.0909 | 630 | 0.6940 | -0.0026 | 0.6940 | 0.8331 |
367
- | 0.3159 | 19.1515 | 632 | 0.6886 | 0.0376 | 0.6886 | 0.8298 |
368
 
369
 
370
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_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_k9_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: 0.5397
19
+ - Qwk: 0.4986
20
+ - Mse: 0.5397
21
+ - Rmse: 0.7347
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0645 | 2 | 2.5661 | -0.0568 | 2.5661 | 1.6019 |
53
+ | No log | 0.1290 | 4 | 1.3242 | 0.1565 | 1.3242 | 1.1507 |
54
+ | No log | 0.1935 | 6 | 0.9185 | 0.0535 | 0.9185 | 0.9584 |
55
+ | No log | 0.2581 | 8 | 0.8300 | 0.0968 | 0.8300 | 0.9110 |
56
+ | No log | 0.3226 | 10 | 0.6765 | 0.1184 | 0.6765 | 0.8225 |
57
+ | No log | 0.3871 | 12 | 0.8118 | 0.2942 | 0.8118 | 0.9010 |
58
+ | No log | 0.4516 | 14 | 1.2057 | 0.2199 | 1.2057 | 1.0981 |
59
+ | No log | 0.5161 | 16 | 0.9938 | 0.2846 | 0.9938 | 0.9969 |
60
+ | No log | 0.5806 | 18 | 0.6770 | 0.4011 | 0.6770 | 0.8228 |
61
+ | No log | 0.6452 | 20 | 0.6543 | 0.3093 | 0.6543 | 0.8089 |
62
+ | No log | 0.7097 | 22 | 0.6952 | 0.3477 | 0.6952 | 0.8338 |
63
+ | No log | 0.7742 | 24 | 0.7353 | 0.2490 | 0.7353 | 0.8575 |
64
+ | No log | 0.8387 | 26 | 0.8799 | 0.2435 | 0.8799 | 0.9380 |
65
+ | No log | 0.9032 | 28 | 1.0757 | 0.2097 | 1.0757 | 1.0372 |
66
+ | No log | 0.9677 | 30 | 1.0136 | 0.2784 | 1.0136 | 1.0068 |
67
+ | No log | 1.0323 | 32 | 0.8094 | 0.2494 | 0.8094 | 0.8997 |
68
+ | No log | 1.0968 | 34 | 0.7383 | 0.1739 | 0.7383 | 0.8593 |
69
+ | No log | 1.1613 | 36 | 0.7100 | 0.2430 | 0.7100 | 0.8426 |
70
+ | No log | 1.2258 | 38 | 0.6630 | 0.2361 | 0.6630 | 0.8143 |
71
+ | No log | 1.2903 | 40 | 0.6727 | 0.2036 | 0.6727 | 0.8202 |
72
+ | No log | 1.3548 | 42 | 0.6394 | 0.3462 | 0.6394 | 0.7997 |
73
+ | No log | 1.4194 | 44 | 0.6236 | 0.4569 | 0.6236 | 0.7897 |
74
+ | No log | 1.4839 | 46 | 0.6431 | 0.3679 | 0.6431 | 0.8019 |
75
+ | No log | 1.5484 | 48 | 0.8106 | 0.3129 | 0.8106 | 0.9003 |
76
+ | No log | 1.6129 | 50 | 0.9342 | 0.2460 | 0.9342 | 0.9665 |
77
+ | No log | 1.6774 | 52 | 0.8933 | 0.3119 | 0.8933 | 0.9451 |
78
+ | No log | 1.7419 | 54 | 0.8962 | 0.3051 | 0.8962 | 0.9467 |
79
+ | No log | 1.8065 | 56 | 0.7360 | 0.4518 | 0.7360 | 0.8579 |
80
+ | No log | 1.8710 | 58 | 0.6837 | 0.3762 | 0.6837 | 0.8268 |
81
+ | No log | 1.9355 | 60 | 0.7094 | 0.3235 | 0.7094 | 0.8422 |
82
+ | No log | 2.0 | 62 | 0.6623 | 0.3079 | 0.6623 | 0.8138 |
83
+ | No log | 2.0645 | 64 | 0.8550 | 0.3228 | 0.8550 | 0.9247 |
84
+ | No log | 2.1290 | 66 | 0.7760 | 0.4074 | 0.7760 | 0.8809 |
85
+ | No log | 2.1935 | 68 | 0.5806 | 0.3604 | 0.5806 | 0.7620 |
86
+ | No log | 2.2581 | 70 | 0.7916 | 0.4308 | 0.7916 | 0.8897 |
87
+ | No log | 2.3226 | 72 | 0.9476 | 0.3804 | 0.9476 | 0.9735 |
88
+ | No log | 2.3871 | 74 | 0.7221 | 0.4154 | 0.7221 | 0.8498 |
89
+ | No log | 2.4516 | 76 | 0.5374 | 0.3745 | 0.5374 | 0.7331 |
90
+ | No log | 2.5161 | 78 | 0.7582 | 0.3802 | 0.7582 | 0.8707 |
91
+ | No log | 2.5806 | 80 | 0.9429 | 0.3410 | 0.9429 | 0.9710 |
92
+ | No log | 2.6452 | 82 | 0.9838 | 0.2795 | 0.9838 | 0.9919 |
93
+ | No log | 2.7097 | 84 | 0.8770 | 0.3643 | 0.8770 | 0.9365 |
94
+ | No log | 2.7742 | 86 | 0.7310 | 0.3173 | 0.7310 | 0.8550 |
95
+ | No log | 2.8387 | 88 | 0.6572 | 0.2095 | 0.6572 | 0.8107 |
96
+ | No log | 2.9032 | 90 | 0.5962 | 0.2036 | 0.5962 | 0.7721 |
97
+ | No log | 2.9677 | 92 | 0.5554 | 0.3318 | 0.5554 | 0.7452 |
98
+ | No log | 3.0323 | 94 | 0.6020 | 0.3010 | 0.6020 | 0.7759 |
99
+ | No log | 3.0968 | 96 | 0.5955 | 0.3258 | 0.5955 | 0.7717 |
100
+ | No log | 3.1613 | 98 | 0.5836 | 0.3274 | 0.5836 | 0.7639 |
101
+ | No log | 3.2258 | 100 | 0.6654 | 0.4389 | 0.6654 | 0.8157 |
102
+ | No log | 3.2903 | 102 | 0.5688 | 0.3937 | 0.5688 | 0.7542 |
103
+ | No log | 3.3548 | 104 | 0.6182 | 0.4370 | 0.6182 | 0.7862 |
104
+ | No log | 3.4194 | 106 | 0.7270 | 0.3617 | 0.7270 | 0.8526 |
105
+ | No log | 3.4839 | 108 | 0.6493 | 0.3948 | 0.6493 | 0.8058 |
106
+ | No log | 3.5484 | 110 | 0.5373 | 0.4126 | 0.5373 | 0.7330 |
107
+ | No log | 3.6129 | 112 | 0.5144 | 0.3754 | 0.5144 | 0.7172 |
108
+ | No log | 3.6774 | 114 | 0.5158 | 0.3834 | 0.5158 | 0.7182 |
109
+ | No log | 3.7419 | 116 | 0.5551 | 0.3681 | 0.5551 | 0.7450 |
110
+ | No log | 3.8065 | 118 | 0.6962 | 0.4429 | 0.6962 | 0.8344 |
111
+ | No log | 3.8710 | 120 | 0.6208 | 0.4058 | 0.6208 | 0.7879 |
112
+ | No log | 3.9355 | 122 | 0.5196 | 0.4590 | 0.5196 | 0.7208 |
113
+ | No log | 4.0 | 124 | 0.5424 | 0.4664 | 0.5424 | 0.7365 |
114
+ | No log | 4.0645 | 126 | 0.5787 | 0.4251 | 0.5787 | 0.7607 |
115
+ | No log | 4.1290 | 128 | 0.5088 | 0.5289 | 0.5088 | 0.7133 |
116
+ | No log | 4.1935 | 130 | 0.5232 | 0.4548 | 0.5232 | 0.7233 |
117
+ | No log | 4.2581 | 132 | 0.6301 | 0.4501 | 0.6301 | 0.7938 |
118
+ | No log | 4.3226 | 134 | 0.6837 | 0.4315 | 0.6837 | 0.8269 |
119
+ | No log | 4.3871 | 136 | 0.5798 | 0.5048 | 0.5798 | 0.7614 |
120
+ | No log | 4.4516 | 138 | 0.5592 | 0.5657 | 0.5592 | 0.7478 |
121
+ | No log | 4.5161 | 140 | 0.5242 | 0.5926 | 0.5242 | 0.7240 |
122
+ | No log | 4.5806 | 142 | 0.5249 | 0.5782 | 0.5249 | 0.7245 |
123
+ | No log | 4.6452 | 144 | 0.5723 | 0.4674 | 0.5723 | 0.7565 |
124
+ | No log | 4.7097 | 146 | 0.5648 | 0.4927 | 0.5648 | 0.7515 |
125
+ | No log | 4.7742 | 148 | 0.5410 | 0.5619 | 0.5410 | 0.7355 |
126
+ | No log | 4.8387 | 150 | 0.5424 | 0.5470 | 0.5424 | 0.7365 |
127
+ | No log | 4.9032 | 152 | 0.5712 | 0.5265 | 0.5712 | 0.7558 |
128
+ | No log | 4.9677 | 154 | 0.5360 | 0.5869 | 0.5360 | 0.7322 |
129
+ | No log | 5.0323 | 156 | 0.5804 | 0.5048 | 0.5804 | 0.7618 |
130
+ | No log | 5.0968 | 158 | 0.5533 | 0.5112 | 0.5533 | 0.7438 |
131
+ | No log | 5.1613 | 160 | 0.5148 | 0.4590 | 0.5148 | 0.7175 |
132
+ | No log | 5.2258 | 162 | 0.5012 | 0.4212 | 0.5012 | 0.7080 |
133
+ | No log | 5.2903 | 164 | 0.4923 | 0.4473 | 0.4923 | 0.7017 |
134
+ | No log | 5.3548 | 166 | 0.4854 | 0.4473 | 0.4854 | 0.6967 |
135
+ | No log | 5.4194 | 168 | 0.4719 | 0.5749 | 0.4719 | 0.6869 |
136
+ | No log | 5.4839 | 170 | 0.4955 | 0.5098 | 0.4955 | 0.7039 |
137
+ | No log | 5.5484 | 172 | 0.5170 | 0.5513 | 0.5170 | 0.7190 |
138
+ | No log | 5.6129 | 174 | 0.5779 | 0.5200 | 0.5779 | 0.7602 |
139
+ | No log | 5.6774 | 176 | 0.7137 | 0.3953 | 0.7137 | 0.8448 |
140
+ | No log | 5.7419 | 178 | 0.7257 | 0.3867 | 0.7257 | 0.8519 |
141
+ | No log | 5.8065 | 180 | 0.5571 | 0.5460 | 0.5571 | 0.7464 |
142
+ | No log | 5.8710 | 182 | 0.4653 | 0.4660 | 0.4653 | 0.6821 |
143
+ | No log | 5.9355 | 184 | 0.4723 | 0.4493 | 0.4723 | 0.6873 |
144
+ | No log | 6.0 | 186 | 0.4950 | 0.6082 | 0.4950 | 0.7035 |
145
+ | No log | 6.0645 | 188 | 0.6438 | 0.4414 | 0.6438 | 0.8023 |
146
+ | No log | 6.1290 | 190 | 0.7407 | 0.3826 | 0.7407 | 0.8607 |
147
+ | No log | 6.1935 | 192 | 0.6715 | 0.4026 | 0.6715 | 0.8194 |
148
+ | No log | 6.2581 | 194 | 0.4882 | 0.6210 | 0.4882 | 0.6987 |
149
+ | No log | 6.3226 | 196 | 0.4518 | 0.5897 | 0.4518 | 0.6721 |
150
+ | No log | 6.3871 | 198 | 0.4563 | 0.5195 | 0.4563 | 0.6755 |
151
+ | No log | 6.4516 | 200 | 0.4572 | 0.5305 | 0.4572 | 0.6762 |
152
+ | No log | 6.5161 | 202 | 0.5113 | 0.4997 | 0.5113 | 0.7150 |
153
+ | No log | 6.5806 | 204 | 0.5715 | 0.5051 | 0.5715 | 0.7560 |
154
+ | No log | 6.6452 | 206 | 0.5679 | 0.5119 | 0.5679 | 0.7536 |
155
+ | No log | 6.7097 | 208 | 0.5083 | 0.5544 | 0.5083 | 0.7129 |
156
+ | No log | 6.7742 | 210 | 0.4633 | 0.5800 | 0.4633 | 0.6807 |
157
+ | No log | 6.8387 | 212 | 0.4652 | 0.6065 | 0.4652 | 0.6820 |
158
+ | No log | 6.9032 | 214 | 0.4665 | 0.6114 | 0.4665 | 0.6830 |
159
+ | No log | 6.9677 | 216 | 0.5273 | 0.6030 | 0.5273 | 0.7261 |
160
+ | No log | 7.0323 | 218 | 0.5496 | 0.5957 | 0.5496 | 0.7413 |
161
+ | No log | 7.0968 | 220 | 0.5282 | 0.6195 | 0.5282 | 0.7267 |
162
+ | No log | 7.1613 | 222 | 0.5113 | 0.6275 | 0.5113 | 0.7151 |
163
+ | No log | 7.2258 | 224 | 0.5372 | 0.4568 | 0.5372 | 0.7329 |
164
+ | No log | 7.2903 | 226 | 0.5100 | 0.5166 | 0.5100 | 0.7141 |
165
+ | No log | 7.3548 | 228 | 0.4920 | 0.5440 | 0.4920 | 0.7015 |
166
+ | No log | 7.4194 | 230 | 0.4920 | 0.5189 | 0.4920 | 0.7014 |
167
+ | No log | 7.4839 | 232 | 0.4914 | 0.5404 | 0.4914 | 0.7010 |
168
+ | No log | 7.5484 | 234 | 0.5083 | 0.4721 | 0.5083 | 0.7129 |
169
+ | No log | 7.6129 | 236 | 0.4924 | 0.5533 | 0.4924 | 0.7017 |
170
+ | No log | 7.6774 | 238 | 0.5266 | 0.5332 | 0.5266 | 0.7257 |
171
+ | No log | 7.7419 | 240 | 0.6733 | 0.4651 | 0.6733 | 0.8205 |
172
+ | No log | 7.8065 | 242 | 0.7068 | 0.4268 | 0.7068 | 0.8407 |
173
+ | No log | 7.8710 | 244 | 0.6029 | 0.4807 | 0.6029 | 0.7765 |
174
+ | No log | 7.9355 | 246 | 0.4996 | 0.4970 | 0.4996 | 0.7068 |
175
+ | No log | 8.0 | 248 | 0.5531 | 0.4219 | 0.5531 | 0.7437 |
176
+ | No log | 8.0645 | 250 | 0.5777 | 0.3789 | 0.5777 | 0.7601 |
177
+ | No log | 8.1290 | 252 | 0.5355 | 0.4306 | 0.5355 | 0.7317 |
178
+ | No log | 8.1935 | 254 | 0.5259 | 0.3974 | 0.5259 | 0.7252 |
179
+ | No log | 8.2581 | 256 | 0.5590 | 0.4283 | 0.5590 | 0.7477 |
180
+ | No log | 8.3226 | 258 | 0.5741 | 0.4695 | 0.5741 | 0.7577 |
181
+ | No log | 8.3871 | 260 | 0.5400 | 0.5226 | 0.5400 | 0.7348 |
182
+ | No log | 8.4516 | 262 | 0.4781 | 0.5853 | 0.4781 | 0.6914 |
183
+ | No log | 8.5161 | 264 | 0.4818 | 0.4639 | 0.4818 | 0.6941 |
184
+ | No log | 8.5806 | 266 | 0.4794 | 0.5307 | 0.4794 | 0.6924 |
185
+ | No log | 8.6452 | 268 | 0.4855 | 0.6017 | 0.4855 | 0.6968 |
186
+ | No log | 8.7097 | 270 | 0.5879 | 0.4751 | 0.5879 | 0.7668 |
187
+ | No log | 8.7742 | 272 | 0.6354 | 0.4519 | 0.6354 | 0.7971 |
188
+ | No log | 8.8387 | 274 | 0.5736 | 0.4751 | 0.5736 | 0.7574 |
189
+ | No log | 8.9032 | 276 | 0.4880 | 0.5782 | 0.4880 | 0.6986 |
190
+ | No log | 8.9677 | 278 | 0.4743 | 0.5248 | 0.4743 | 0.6887 |
191
+ | No log | 9.0323 | 280 | 0.4792 | 0.4795 | 0.4792 | 0.6922 |
192
+ | No log | 9.0968 | 282 | 0.4600 | 0.5170 | 0.4600 | 0.6782 |
193
+ | No log | 9.1613 | 284 | 0.4666 | 0.5672 | 0.4666 | 0.6831 |
194
+ | No log | 9.2258 | 286 | 0.4860 | 0.6066 | 0.4860 | 0.6971 |
195
+ | No log | 9.2903 | 288 | 0.4806 | 0.6419 | 0.4806 | 0.6932 |
196
+ | No log | 9.3548 | 290 | 0.4833 | 0.6013 | 0.4833 | 0.6952 |
197
+ | No log | 9.4194 | 292 | 0.4746 | 0.5246 | 0.4746 | 0.6889 |
198
+ | No log | 9.4839 | 294 | 0.4729 | 0.4402 | 0.4729 | 0.6877 |
199
+ | No log | 9.5484 | 296 | 0.4830 | 0.4914 | 0.4830 | 0.6950 |
200
+ | No log | 9.6129 | 298 | 0.4952 | 0.5765 | 0.4952 | 0.7037 |
201
+ | No log | 9.6774 | 300 | 0.5454 | 0.5895 | 0.5454 | 0.7385 |
202
+ | No log | 9.7419 | 302 | 0.5313 | 0.5906 | 0.5313 | 0.7289 |
203
+ | No log | 9.8065 | 304 | 0.5046 | 0.5533 | 0.5046 | 0.7104 |
204
+ | No log | 9.8710 | 306 | 0.4899 | 0.5784 | 0.4899 | 0.6999 |
205
+ | No log | 9.9355 | 308 | 0.4875 | 0.5446 | 0.4875 | 0.6982 |
206
+ | No log | 10.0 | 310 | 0.5070 | 0.4756 | 0.5070 | 0.7120 |
207
+ | No log | 10.0645 | 312 | 0.4980 | 0.4569 | 0.4980 | 0.7057 |
208
+ | No log | 10.1290 | 314 | 0.4741 | 0.4746 | 0.4741 | 0.6885 |
209
+ | No log | 10.1935 | 316 | 0.4695 | 0.4968 | 0.4695 | 0.6852 |
210
+ | No log | 10.2581 | 318 | 0.4663 | 0.4746 | 0.4663 | 0.6828 |
211
+ | No log | 10.3226 | 320 | 0.4897 | 0.4997 | 0.4897 | 0.6998 |
212
+ | No log | 10.3871 | 322 | 0.4974 | 0.4931 | 0.4974 | 0.7053 |
213
+ | No log | 10.4516 | 324 | 0.4773 | 0.4958 | 0.4773 | 0.6908 |
214
+ | No log | 10.5161 | 326 | 0.4841 | 0.4958 | 0.4841 | 0.6958 |
215
+ | No log | 10.5806 | 328 | 0.4824 | 0.4958 | 0.4824 | 0.6946 |
216
+ | No log | 10.6452 | 330 | 0.4787 | 0.5248 | 0.4787 | 0.6919 |
217
+ | No log | 10.7097 | 332 | 0.4764 | 0.5640 | 0.4764 | 0.6902 |
218
+ | No log | 10.7742 | 334 | 0.4877 | 0.6021 | 0.4877 | 0.6984 |
219
+ | No log | 10.8387 | 336 | 0.4991 | 0.5769 | 0.4991 | 0.7064 |
220
+ | No log | 10.9032 | 338 | 0.5104 | 0.6058 | 0.5104 | 0.7144 |
221
+ | No log | 10.9677 | 340 | 0.4914 | 0.5614 | 0.4914 | 0.7010 |
222
+ | No log | 11.0323 | 342 | 0.4749 | 0.5143 | 0.4749 | 0.6891 |
223
+ | No log | 11.0968 | 344 | 0.4738 | 0.5321 | 0.4738 | 0.6883 |
224
+ | No log | 11.1613 | 346 | 0.4718 | 0.5397 | 0.4718 | 0.6869 |
225
+ | No log | 11.2258 | 348 | 0.4650 | 0.4752 | 0.4650 | 0.6819 |
226
+ | No log | 11.2903 | 350 | 0.4786 | 0.4962 | 0.4786 | 0.6918 |
227
+ | No log | 11.3548 | 352 | 0.4780 | 0.5036 | 0.4780 | 0.6914 |
228
+ | No log | 11.4194 | 354 | 0.4538 | 0.5248 | 0.4538 | 0.6736 |
229
+ | No log | 11.4839 | 356 | 0.4635 | 0.6370 | 0.4635 | 0.6808 |
230
+ | No log | 11.5484 | 358 | 0.5369 | 0.5664 | 0.5369 | 0.7327 |
231
+ | No log | 11.6129 | 360 | 0.5958 | 0.5088 | 0.5958 | 0.7719 |
232
+ | No log | 11.6774 | 362 | 0.5769 | 0.5862 | 0.5769 | 0.7595 |
233
+ | No log | 11.7419 | 364 | 0.5103 | 0.6154 | 0.5103 | 0.7144 |
234
+ | No log | 11.8065 | 366 | 0.4563 | 0.5648 | 0.4563 | 0.6755 |
235
+ | No log | 11.8710 | 368 | 0.4826 | 0.5104 | 0.4826 | 0.6947 |
236
+ | No log | 11.9355 | 370 | 0.4730 | 0.5386 | 0.4730 | 0.6878 |
237
+ | No log | 12.0 | 372 | 0.4603 | 0.6655 | 0.4603 | 0.6784 |
238
+ | No log | 12.0645 | 374 | 0.5667 | 0.5266 | 0.5667 | 0.7528 |
239
+ | No log | 12.1290 | 376 | 0.6485 | 0.5103 | 0.6485 | 0.8053 |
240
+ | No log | 12.1935 | 378 | 0.6221 | 0.5415 | 0.6221 | 0.7888 |
241
+ | No log | 12.2581 | 380 | 0.5341 | 0.5515 | 0.5341 | 0.7308 |
242
+ | No log | 12.3226 | 382 | 0.4809 | 0.5869 | 0.4809 | 0.6935 |
243
+ | No log | 12.3871 | 384 | 0.4452 | 0.5800 | 0.4452 | 0.6672 |
244
+ | No log | 12.4516 | 386 | 0.4685 | 0.5758 | 0.4685 | 0.6845 |
245
+ | No log | 12.5161 | 388 | 0.4685 | 0.5957 | 0.4685 | 0.6845 |
246
+ | No log | 12.5806 | 390 | 0.4584 | 0.5419 | 0.4584 | 0.6771 |
247
+ | No log | 12.6452 | 392 | 0.4576 | 0.6370 | 0.4576 | 0.6764 |
248
+ | No log | 12.7097 | 394 | 0.4753 | 0.6442 | 0.4753 | 0.6894 |
249
+ | No log | 12.7742 | 396 | 0.4792 | 0.6248 | 0.4792 | 0.6922 |
250
+ | No log | 12.8387 | 398 | 0.4664 | 0.6168 | 0.4664 | 0.6829 |
251
+ | No log | 12.9032 | 400 | 0.4821 | 0.4524 | 0.4821 | 0.6943 |
252
+ | No log | 12.9677 | 402 | 0.4850 | 0.4459 | 0.4850 | 0.6964 |
253
+ | No log | 13.0323 | 404 | 0.4777 | 0.5584 | 0.4777 | 0.6912 |
254
+ | No log | 13.0968 | 406 | 0.4905 | 0.5991 | 0.4905 | 0.7004 |
255
+ | No log | 13.1613 | 408 | 0.5143 | 0.5908 | 0.5143 | 0.7172 |
256
+ | No log | 13.2258 | 410 | 0.4977 | 0.5706 | 0.4977 | 0.7054 |
257
+ | No log | 13.2903 | 412 | 0.4839 | 0.5706 | 0.4839 | 0.6956 |
258
+ | No log | 13.3548 | 414 | 0.4674 | 0.6017 | 0.4674 | 0.6836 |
259
+ | No log | 13.4194 | 416 | 0.4644 | 0.5784 | 0.4644 | 0.6815 |
260
+ | No log | 13.4839 | 418 | 0.4607 | 0.6154 | 0.4607 | 0.6788 |
261
+ | No log | 13.5484 | 420 | 0.4607 | 0.6125 | 0.4607 | 0.6787 |
262
+ | No log | 13.6129 | 422 | 0.4790 | 0.5897 | 0.4790 | 0.6921 |
263
+ | No log | 13.6774 | 424 | 0.4911 | 0.6014 | 0.4911 | 0.7008 |
264
+ | No log | 13.7419 | 426 | 0.5009 | 0.6411 | 0.5009 | 0.7077 |
265
+ | No log | 13.8065 | 428 | 0.4975 | 0.6676 | 0.4975 | 0.7053 |
266
+ | No log | 13.8710 | 430 | 0.4960 | 0.6384 | 0.4960 | 0.7043 |
267
+ | No log | 13.9355 | 432 | 0.4848 | 0.6690 | 0.4848 | 0.6963 |
268
+ | No log | 14.0 | 434 | 0.4636 | 0.6563 | 0.4636 | 0.6809 |
269
+ | No log | 14.0645 | 436 | 0.4596 | 0.5728 | 0.4596 | 0.6779 |
270
+ | No log | 14.1290 | 438 | 0.4784 | 0.5283 | 0.4784 | 0.6917 |
271
+ | No log | 14.1935 | 440 | 0.4957 | 0.5124 | 0.4957 | 0.7040 |
272
+ | No log | 14.2581 | 442 | 0.5221 | 0.5101 | 0.5221 | 0.7225 |
273
+ | No log | 14.3226 | 444 | 0.5130 | 0.5544 | 0.5130 | 0.7162 |
274
+ | No log | 14.3871 | 446 | 0.5054 | 0.5112 | 0.5054 | 0.7109 |
275
+ | No log | 14.4516 | 448 | 0.4954 | 0.5721 | 0.4954 | 0.7038 |
276
+ | No log | 14.5161 | 450 | 0.5059 | 0.5721 | 0.5059 | 0.7113 |
277
+ | No log | 14.5806 | 452 | 0.5286 | 0.5849 | 0.5286 | 0.7271 |
278
+ | No log | 14.6452 | 454 | 0.5475 | 0.5387 | 0.5475 | 0.7399 |
279
+ | No log | 14.7097 | 456 | 0.5491 | 0.5387 | 0.5491 | 0.7410 |
280
+ | No log | 14.7742 | 458 | 0.4973 | 0.6074 | 0.4973 | 0.7052 |
281
+ | No log | 14.8387 | 460 | 0.4460 | 0.6978 | 0.4460 | 0.6678 |
282
+ | No log | 14.9032 | 462 | 0.4242 | 0.6935 | 0.4242 | 0.6513 |
283
+ | No log | 14.9677 | 464 | 0.4304 | 0.6326 | 0.4304 | 0.6560 |
284
+ | No log | 15.0323 | 466 | 0.4288 | 0.6339 | 0.4288 | 0.6548 |
285
+ | No log | 15.0968 | 468 | 0.4476 | 0.6701 | 0.4476 | 0.6690 |
286
+ | No log | 15.1613 | 470 | 0.4860 | 0.6427 | 0.4860 | 0.6972 |
287
+ | No log | 15.2258 | 472 | 0.5173 | 0.6074 | 0.5173 | 0.7193 |
288
+ | No log | 15.2903 | 474 | 0.4837 | 0.6612 | 0.4837 | 0.6955 |
289
+ | No log | 15.3548 | 476 | 0.4629 | 0.6028 | 0.4629 | 0.6803 |
290
+ | No log | 15.4194 | 478 | 0.5233 | 0.5930 | 0.5233 | 0.7234 |
291
+ | No log | 15.4839 | 480 | 0.5815 | 0.5278 | 0.5815 | 0.7626 |
292
+ | No log | 15.5484 | 482 | 0.5273 | 0.4997 | 0.5273 | 0.7261 |
293
+ | No log | 15.6129 | 484 | 0.4578 | 0.5852 | 0.4578 | 0.6766 |
294
+ | No log | 15.6774 | 486 | 0.4608 | 0.6475 | 0.4608 | 0.6788 |
295
+ | No log | 15.7419 | 488 | 0.5012 | 0.6236 | 0.5012 | 0.7080 |
296
+ | No log | 15.8065 | 490 | 0.5654 | 0.5331 | 0.5654 | 0.7519 |
297
+ | No log | 15.8710 | 492 | 0.6176 | 0.4811 | 0.6176 | 0.7859 |
298
+ | No log | 15.9355 | 494 | 0.6585 | 0.4703 | 0.6585 | 0.8115 |
299
+ | No log | 16.0 | 496 | 0.6390 | 0.4703 | 0.6390 | 0.7994 |
300
+ | No log | 16.0645 | 498 | 0.5603 | 0.5331 | 0.5603 | 0.7486 |
301
+ | 0.282 | 16.1290 | 500 | 0.5148 | 0.6236 | 0.5148 | 0.7175 |
302
+ | 0.282 | 16.1935 | 502 | 0.5436 | 0.5400 | 0.5436 | 0.7373 |
303
+ | 0.282 | 16.2581 | 504 | 0.6168 | 0.4308 | 0.6168 | 0.7854 |
304
+ | 0.282 | 16.3226 | 506 | 0.6295 | 0.4258 | 0.6295 | 0.7934 |
305
+ | 0.282 | 16.3871 | 508 | 0.5885 | 0.4466 | 0.5885 | 0.7672 |
306
+ | 0.282 | 16.4516 | 510 | 0.5397 | 0.4986 | 0.5397 | 0.7347 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
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