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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k17_task5_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: 0.6271
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- - Qwk: 0.5339
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- - Mse: 0.6271
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- - Rmse: 0.7919
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  ## Model description
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@@ -49,261 +49,273 @@ 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 | 0.0235 | 2 | 4.1445 | -0.0020 | 4.1445 | 2.0358 |
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- | No log | 0.0471 | 4 | 2.2479 | 0.0790 | 2.2479 | 1.4993 |
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- | No log | 0.0706 | 6 | 1.5649 | 0.0143 | 1.5649 | 1.2510 |
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- | No log | 0.0941 | 8 | 1.0879 | 0.1711 | 1.0879 | 1.0430 |
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- | No log | 0.1176 | 10 | 1.0040 | 0.3130 | 1.0040 | 1.0020 |
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- | No log | 0.1412 | 12 | 1.0047 | 0.2643 | 1.0047 | 1.0023 |
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- | No log | 0.1647 | 14 | 1.0981 | 0.1851 | 1.0981 | 1.0479 |
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- | No log | 0.1882 | 16 | 1.1770 | 0.2075 | 1.1770 | 1.0849 |
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- | No log | 0.2118 | 18 | 0.8374 | 0.3590 | 0.8374 | 0.9151 |
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- | No log | 0.2353 | 20 | 0.7653 | 0.4192 | 0.7653 | 0.8748 |
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- | No log | 0.2588 | 22 | 0.7185 | 0.4304 | 0.7185 | 0.8477 |
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- | No log | 0.2824 | 24 | 1.1932 | 0.3561 | 1.1932 | 1.0923 |
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- | No log | 0.3059 | 26 | 1.8345 | 0.2324 | 1.8345 | 1.3544 |
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- | No log | 0.3294 | 28 | 1.4785 | 0.3329 | 1.4785 | 1.2159 |
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- | No log | 0.3529 | 30 | 0.7518 | 0.6357 | 0.7518 | 0.8671 |
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- | No log | 0.3765 | 32 | 0.6501 | 0.6365 | 0.6501 | 0.8063 |
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- | No log | 0.4 | 34 | 0.6344 | 0.6186 | 0.6344 | 0.7965 |
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- | No log | 0.4235 | 36 | 0.7981 | 0.5348 | 0.7981 | 0.8934 |
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- | No log | 0.4471 | 38 | 0.9656 | 0.4693 | 0.9656 | 0.9827 |
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- | No log | 0.4706 | 40 | 0.8436 | 0.5345 | 0.8436 | 0.9185 |
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- | No log | 0.4941 | 42 | 0.7330 | 0.5940 | 0.7330 | 0.8562 |
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- | No log | 0.5176 | 44 | 0.7906 | 0.5541 | 0.7906 | 0.8891 |
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- | No log | 0.5412 | 46 | 0.7715 | 0.5640 | 0.7715 | 0.8784 |
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- | No log | 0.5647 | 48 | 0.7559 | 0.6175 | 0.7559 | 0.8694 |
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- | No log | 0.5882 | 50 | 0.7426 | 0.6113 | 0.7426 | 0.8617 |
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- | No log | 0.6118 | 52 | 0.7196 | 0.6038 | 0.7196 | 0.8483 |
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- | No log | 0.6353 | 54 | 0.7580 | 0.5718 | 0.7580 | 0.8707 |
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- | No log | 0.6588 | 56 | 0.7378 | 0.5339 | 0.7378 | 0.8590 |
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- | No log | 0.6824 | 58 | 0.6326 | 0.6374 | 0.6326 | 0.7954 |
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- | No log | 0.7059 | 60 | 0.6344 | 0.6374 | 0.6344 | 0.7965 |
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- | No log | 0.7294 | 62 | 0.6595 | 0.6203 | 0.6595 | 0.8121 |
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- | No log | 0.7529 | 64 | 0.9634 | 0.5464 | 0.9634 | 0.9815 |
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- | No log | 0.7765 | 66 | 1.0746 | 0.4779 | 1.0746 | 1.0366 |
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- | No log | 0.8 | 68 | 0.7777 | 0.6645 | 0.7777 | 0.8819 |
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- | No log | 0.8235 | 70 | 0.6178 | 0.6230 | 0.6178 | 0.7860 |
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- | No log | 0.8471 | 72 | 0.6071 | 0.6493 | 0.6071 | 0.7792 |
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- | No log | 0.8706 | 74 | 0.6667 | 0.6795 | 0.6667 | 0.8165 |
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- | No log | 0.8941 | 76 | 0.6854 | 0.6221 | 0.6854 | 0.8279 |
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- | No log | 0.9176 | 78 | 0.7047 | 0.6048 | 0.7047 | 0.8395 |
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- | No log | 0.9412 | 80 | 0.6494 | 0.5524 | 0.6494 | 0.8058 |
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- | No log | 0.9647 | 82 | 0.6250 | 0.5726 | 0.6250 | 0.7905 |
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- | No log | 0.9882 | 84 | 0.6032 | 0.6780 | 0.6032 | 0.7767 |
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- | No log | 1.0118 | 86 | 0.6201 | 0.6667 | 0.6201 | 0.7874 |
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- | No log | 1.0353 | 88 | 0.6351 | 0.5999 | 0.6351 | 0.7969 |
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- | No log | 1.0588 | 90 | 0.6906 | 0.6175 | 0.6906 | 0.8310 |
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- | No log | 1.0824 | 92 | 0.9067 | 0.5772 | 0.9067 | 0.9522 |
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- | No log | 1.1059 | 94 | 0.9197 | 0.5457 | 0.9197 | 0.9590 |
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- | No log | 1.1294 | 96 | 0.7663 | 0.6612 | 0.7663 | 0.8754 |
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- | No log | 1.1529 | 98 | 0.8336 | 0.6166 | 0.8336 | 0.9130 |
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- | No log | 1.1765 | 100 | 0.7524 | 0.5884 | 0.7524 | 0.8674 |
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- | No log | 1.2 | 102 | 0.7185 | 0.6559 | 0.7185 | 0.8477 |
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- | No log | 1.2235 | 104 | 1.1409 | 0.4594 | 1.1409 | 1.0681 |
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- | No log | 1.2471 | 106 | 1.2753 | 0.4289 | 1.2753 | 1.1293 |
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- | No log | 1.2706 | 108 | 1.0246 | 0.5191 | 1.0246 | 1.0122 |
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- | No log | 1.2941 | 110 | 0.7460 | 0.6350 | 0.7460 | 0.8637 |
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- | No log | 1.3176 | 112 | 0.7713 | 0.6535 | 0.7713 | 0.8782 |
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- | No log | 1.3412 | 114 | 0.7919 | 0.6741 | 0.7919 | 0.8899 |
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- | No log | 1.3647 | 116 | 0.7326 | 0.6287 | 0.7326 | 0.8559 |
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- | No log | 1.3882 | 118 | 0.7023 | 0.5824 | 0.7023 | 0.8380 |
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- | No log | 1.4118 | 120 | 0.8496 | 0.5800 | 0.8496 | 0.9217 |
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- | No log | 1.4353 | 122 | 0.8197 | 0.5687 | 0.8197 | 0.9054 |
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- | No log | 1.4588 | 124 | 0.6830 | 0.5481 | 0.6830 | 0.8264 |
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- | No log | 1.4824 | 126 | 0.6486 | 0.6169 | 0.6486 | 0.8054 |
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- | No log | 1.5059 | 128 | 0.6399 | 0.6510 | 0.6399 | 0.7999 |
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- | No log | 1.5294 | 130 | 0.6991 | 0.5406 | 0.6991 | 0.8361 |
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- | No log | 1.5529 | 132 | 0.9188 | 0.5357 | 0.9188 | 0.9585 |
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- | No log | 1.5765 | 134 | 0.9676 | 0.5181 | 0.9676 | 0.9837 |
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- | No log | 1.6 | 136 | 0.7649 | 0.6219 | 0.7649 | 0.8746 |
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- | No log | 1.6235 | 138 | 0.6645 | 0.5937 | 0.6645 | 0.8151 |
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- | No log | 1.6471 | 140 | 0.7014 | 0.6676 | 0.7014 | 0.8375 |
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- | No log | 1.6706 | 142 | 0.6716 | 0.6840 | 0.6716 | 0.8195 |
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- | No log | 1.6941 | 144 | 0.6629 | 0.5951 | 0.6629 | 0.8142 |
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- | No log | 1.7176 | 146 | 0.6787 | 0.6043 | 0.6787 | 0.8238 |
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- | No log | 1.7412 | 148 | 0.6479 | 0.6260 | 0.6479 | 0.8049 |
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- | No log | 1.7647 | 150 | 0.6267 | 0.6508 | 0.6267 | 0.7917 |
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- | No log | 1.7882 | 152 | 0.6142 | 0.6804 | 0.6142 | 0.7837 |
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- | No log | 1.8118 | 154 | 0.6128 | 0.6564 | 0.6128 | 0.7828 |
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- | No log | 1.8353 | 156 | 0.6720 | 0.6019 | 0.6720 | 0.8198 |
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- | No log | 1.8588 | 158 | 0.7340 | 0.5812 | 0.7340 | 0.8567 |
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- | No log | 1.8824 | 160 | 0.6755 | 0.6091 | 0.6755 | 0.8219 |
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- | No log | 1.9059 | 162 | 0.6447 | 0.6790 | 0.6447 | 0.8029 |
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- | No log | 1.9294 | 164 | 0.7480 | 0.6029 | 0.7480 | 0.8649 |
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- | No log | 1.9529 | 166 | 0.7255 | 0.6013 | 0.7255 | 0.8518 |
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- | No log | 1.9765 | 168 | 0.6574 | 0.6479 | 0.6574 | 0.8108 |
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- | No log | 2.0 | 170 | 0.6886 | 0.6555 | 0.6886 | 0.8298 |
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- | No log | 2.0235 | 172 | 0.6956 | 0.6426 | 0.6956 | 0.8341 |
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- | No log | 2.0471 | 174 | 0.6380 | 0.6695 | 0.6380 | 0.7988 |
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- | No log | 2.0706 | 176 | 0.6728 | 0.6427 | 0.6728 | 0.8202 |
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- | No log | 2.0941 | 178 | 0.6796 | 0.6388 | 0.6796 | 0.8244 |
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- | No log | 2.1176 | 180 | 0.6237 | 0.6518 | 0.6237 | 0.7898 |
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- | No log | 2.1412 | 182 | 0.6714 | 0.6035 | 0.6714 | 0.8194 |
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- | No log | 2.1647 | 184 | 0.7415 | 0.5157 | 0.7415 | 0.8611 |
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- | No log | 2.1882 | 186 | 0.7191 | 0.5739 | 0.7191 | 0.8480 |
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- | No log | 2.2118 | 188 | 0.6364 | 0.6089 | 0.6364 | 0.7978 |
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- | No log | 2.2353 | 190 | 0.6116 | 0.6979 | 0.6116 | 0.7821 |
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- | No log | 2.2588 | 192 | 0.5980 | 0.6664 | 0.5980 | 0.7733 |
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- | No log | 2.2824 | 194 | 0.5824 | 0.6701 | 0.5824 | 0.7631 |
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- | No log | 2.3059 | 196 | 0.5707 | 0.6578 | 0.5707 | 0.7555 |
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- | No log | 2.3294 | 198 | 0.5890 | 0.6246 | 0.5890 | 0.7675 |
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- | No log | 2.3529 | 200 | 0.6042 | 0.6089 | 0.6042 | 0.7773 |
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- | No log | 2.3765 | 202 | 0.6000 | 0.5879 | 0.6000 | 0.7746 |
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- | No log | 2.4 | 204 | 0.5661 | 0.6762 | 0.5661 | 0.7524 |
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- | No log | 2.4235 | 206 | 0.5570 | 0.6988 | 0.5570 | 0.7463 |
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- | No log | 2.4471 | 208 | 0.5890 | 0.5966 | 0.5890 | 0.7675 |
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- | No log | 2.4706 | 210 | 0.7765 | 0.5832 | 0.7765 | 0.8812 |
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- | No log | 2.4941 | 212 | 0.8740 | 0.5840 | 0.8740 | 0.9349 |
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- | No log | 2.5176 | 214 | 0.7621 | 0.6281 | 0.7621 | 0.8730 |
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- | No log | 2.5412 | 216 | 0.6043 | 0.6144 | 0.6043 | 0.7774 |
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- | No log | 2.5647 | 218 | 0.6264 | 0.6511 | 0.6264 | 0.7914 |
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- | No log | 2.5882 | 220 | 0.6894 | 0.6502 | 0.6894 | 0.8303 |
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- | No log | 2.6118 | 222 | 0.6606 | 0.6397 | 0.6606 | 0.8128 |
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- | No log | 2.6353 | 224 | 0.6475 | 0.5301 | 0.6475 | 0.8047 |
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- | No log | 2.6588 | 226 | 0.7459 | 0.6013 | 0.7459 | 0.8637 |
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- | No log | 2.6824 | 228 | 0.8423 | 0.5832 | 0.8423 | 0.9178 |
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- | No log | 2.7059 | 230 | 0.8166 | 0.5924 | 0.8166 | 0.9037 |
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- | No log | 2.7294 | 232 | 0.7044 | 0.5847 | 0.7044 | 0.8393 |
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- | No log | 2.7529 | 234 | 0.6263 | 0.5851 | 0.6263 | 0.7914 |
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- | No log | 2.7765 | 236 | 0.6478 | 0.6573 | 0.6478 | 0.8048 |
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- | No log | 2.8 | 238 | 0.6407 | 0.6575 | 0.6407 | 0.8004 |
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- | No log | 2.8235 | 240 | 0.6071 | 0.6360 | 0.6071 | 0.7792 |
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- | No log | 2.8471 | 242 | 0.6400 | 0.4975 | 0.6400 | 0.8000 |
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- | No log | 2.8706 | 244 | 0.7048 | 0.5134 | 0.7048 | 0.8395 |
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- | No log | 2.8941 | 246 | 0.6495 | 0.5571 | 0.6495 | 0.8059 |
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- | No log | 2.9176 | 248 | 0.5960 | 0.6377 | 0.5960 | 0.7720 |
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- | No log | 2.9412 | 250 | 0.6098 | 0.6636 | 0.6098 | 0.7809 |
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- | No log | 2.9647 | 252 | 0.6207 | 0.6714 | 0.6207 | 0.7879 |
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- | No log | 2.9882 | 254 | 0.6292 | 0.6441 | 0.6292 | 0.7932 |
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- | No log | 3.0118 | 256 | 0.6727 | 0.6091 | 0.6727 | 0.8202 |
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- | No log | 3.0353 | 258 | 0.6685 | 0.5922 | 0.6685 | 0.8176 |
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- | No log | 3.0588 | 260 | 0.6667 | 0.6045 | 0.6667 | 0.8165 |
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- | No log | 3.0824 | 262 | 0.6567 | 0.6586 | 0.6567 | 0.8103 |
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- | No log | 3.1059 | 264 | 0.6523 | 0.6613 | 0.6523 | 0.8077 |
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- | No log | 3.1294 | 266 | 0.6501 | 0.6518 | 0.6501 | 0.8063 |
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- | No log | 3.1529 | 268 | 0.6486 | 0.6492 | 0.6486 | 0.8053 |
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- | No log | 3.1765 | 270 | 0.6289 | 0.6392 | 0.6289 | 0.7930 |
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- | No log | 3.2 | 272 | 0.6260 | 0.5950 | 0.6260 | 0.7912 |
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- | No log | 3.2235 | 274 | 0.6214 | 0.5879 | 0.6214 | 0.7883 |
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- | No log | 3.2471 | 276 | 0.6226 | 0.6154 | 0.6226 | 0.7890 |
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- | No log | 3.2706 | 278 | 0.6255 | 0.7153 | 0.6255 | 0.7909 |
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- | No log | 3.2941 | 280 | 0.6621 | 0.6221 | 0.6621 | 0.8137 |
192
- | No log | 3.3176 | 282 | 0.6451 | 0.6350 | 0.6451 | 0.8032 |
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- | No log | 3.3412 | 284 | 0.6525 | 0.6426 | 0.6525 | 0.8078 |
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- | No log | 3.3647 | 286 | 0.7297 | 0.5648 | 0.7297 | 0.8542 |
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- | No log | 3.3882 | 288 | 0.7733 | 0.5658 | 0.7733 | 0.8794 |
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- | No log | 3.4118 | 290 | 0.6604 | 0.5583 | 0.6604 | 0.8126 |
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- | No log | 3.4353 | 292 | 0.5797 | 0.6230 | 0.5797 | 0.7614 |
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- | No log | 3.4588 | 294 | 0.6096 | 0.6291 | 0.6096 | 0.7808 |
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- | No log | 3.4824 | 296 | 0.6138 | 0.6575 | 0.6138 | 0.7835 |
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- | No log | 3.5059 | 298 | 0.5891 | 0.6545 | 0.5891 | 0.7676 |
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- | No log | 3.5294 | 300 | 0.6114 | 0.6354 | 0.6114 | 0.7819 |
202
- | No log | 3.5529 | 302 | 0.6225 | 0.6269 | 0.6225 | 0.7890 |
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- | No log | 3.5765 | 304 | 0.6699 | 0.5617 | 0.6699 | 0.8185 |
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- | No log | 3.6 | 306 | 0.6541 | 0.6065 | 0.6541 | 0.8087 |
205
- | No log | 3.6235 | 308 | 0.6110 | 0.6545 | 0.6110 | 0.7817 |
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- | No log | 3.6471 | 310 | 0.6125 | 0.6641 | 0.6125 | 0.7826 |
207
- | No log | 3.6706 | 312 | 0.6238 | 0.6096 | 0.6238 | 0.7898 |
208
- | No log | 3.6941 | 314 | 0.6921 | 0.5548 | 0.6921 | 0.8319 |
209
- | No log | 3.7176 | 316 | 0.7626 | 0.5132 | 0.7626 | 0.8733 |
210
- | No log | 3.7412 | 318 | 0.7107 | 0.5335 | 0.7107 | 0.8430 |
211
- | No log | 3.7647 | 320 | 0.6370 | 0.5524 | 0.6370 | 0.7981 |
212
- | No log | 3.7882 | 322 | 0.6284 | 0.6038 | 0.6284 | 0.7927 |
213
- | No log | 3.8118 | 324 | 0.6536 | 0.5905 | 0.6536 | 0.8084 |
214
- | No log | 3.8353 | 326 | 0.6610 | 0.5905 | 0.6610 | 0.8130 |
215
- | No log | 3.8588 | 328 | 0.6478 | 0.5794 | 0.6478 | 0.8049 |
216
- | No log | 3.8824 | 330 | 0.7330 | 0.5525 | 0.7330 | 0.8562 |
217
- | No log | 3.9059 | 332 | 0.7625 | 0.5730 | 0.7625 | 0.8732 |
218
- | No log | 3.9294 | 334 | 0.6919 | 0.5849 | 0.6919 | 0.8318 |
219
- | No log | 3.9529 | 336 | 0.6539 | 0.4938 | 0.6539 | 0.8086 |
220
- | No log | 3.9765 | 338 | 0.6870 | 0.5375 | 0.6870 | 0.8289 |
221
- | No log | 4.0 | 340 | 0.7180 | 0.5858 | 0.7180 | 0.8473 |
222
- | No log | 4.0235 | 342 | 0.6673 | 0.6177 | 0.6673 | 0.8169 |
223
- | No log | 4.0471 | 344 | 0.6046 | 0.5955 | 0.6046 | 0.7776 |
224
- | No log | 4.0706 | 346 | 0.6390 | 0.6173 | 0.6390 | 0.7993 |
225
- | No log | 4.0941 | 348 | 0.7269 | 0.5924 | 0.7269 | 0.8526 |
226
- | No log | 4.1176 | 350 | 0.7188 | 0.6092 | 0.7188 | 0.8478 |
227
- | No log | 4.1412 | 352 | 0.7020 | 0.5992 | 0.7020 | 0.8379 |
228
- | No log | 4.1647 | 354 | 0.6306 | 0.6721 | 0.6306 | 0.7941 |
229
- | No log | 4.1882 | 356 | 0.6081 | 0.6737 | 0.6081 | 0.7798 |
230
- | No log | 4.2118 | 358 | 0.6089 | 0.6896 | 0.6089 | 0.7803 |
231
- | No log | 4.2353 | 360 | 0.6002 | 0.6896 | 0.6002 | 0.7747 |
232
- | No log | 4.2588 | 362 | 0.5899 | 0.6561 | 0.5899 | 0.7681 |
233
- | No log | 4.2824 | 364 | 0.6125 | 0.6386 | 0.6125 | 0.7826 |
234
- | No log | 4.3059 | 366 | 0.6110 | 0.6386 | 0.6110 | 0.7817 |
235
- | No log | 4.3294 | 368 | 0.6232 | 0.6603 | 0.6232 | 0.7894 |
236
- | No log | 4.3529 | 370 | 0.6068 | 0.5839 | 0.6068 | 0.7790 |
237
- | No log | 4.3765 | 372 | 0.6439 | 0.5215 | 0.6439 | 0.8024 |
238
- | No log | 4.4 | 374 | 0.6537 | 0.5342 | 0.6537 | 0.8085 |
239
- | No log | 4.4235 | 376 | 0.6199 | 0.5982 | 0.6199 | 0.7873 |
240
- | No log | 4.4471 | 378 | 0.6160 | 0.6135 | 0.6160 | 0.7849 |
241
- | No log | 4.4706 | 380 | 0.6258 | 0.6299 | 0.6258 | 0.7911 |
242
- | No log | 4.4941 | 382 | 0.6871 | 0.6619 | 0.6871 | 0.8289 |
243
- | No log | 4.5176 | 384 | 0.7156 | 0.6251 | 0.7156 | 0.8459 |
244
- | No log | 4.5412 | 386 | 0.6747 | 0.5835 | 0.6747 | 0.8214 |
245
- | No log | 4.5647 | 388 | 0.6205 | 0.6410 | 0.6205 | 0.7877 |
246
- | No log | 4.5882 | 390 | 0.5929 | 0.6598 | 0.5929 | 0.7700 |
247
- | No log | 4.6118 | 392 | 0.5907 | 0.6853 | 0.5907 | 0.7686 |
248
- | No log | 4.6353 | 394 | 0.5987 | 0.6528 | 0.5987 | 0.7737 |
249
- | No log | 4.6588 | 396 | 0.6086 | 0.6451 | 0.6086 | 0.7801 |
250
- | No log | 4.6824 | 398 | 0.6086 | 0.6557 | 0.6086 | 0.7801 |
251
- | No log | 4.7059 | 400 | 0.6126 | 0.6557 | 0.6126 | 0.7827 |
252
- | No log | 4.7294 | 402 | 0.6102 | 0.6292 | 0.6102 | 0.7811 |
253
- | No log | 4.7529 | 404 | 0.6324 | 0.5653 | 0.6324 | 0.7953 |
254
- | No log | 4.7765 | 406 | 0.6145 | 0.5653 | 0.6145 | 0.7839 |
255
- | No log | 4.8 | 408 | 0.5885 | 0.6830 | 0.5885 | 0.7671 |
256
- | No log | 4.8235 | 410 | 0.5865 | 0.6748 | 0.5865 | 0.7658 |
257
- | No log | 4.8471 | 412 | 0.5750 | 0.6748 | 0.5750 | 0.7583 |
258
- | No log | 4.8706 | 414 | 0.5669 | 0.6561 | 0.5669 | 0.7529 |
259
- | No log | 4.8941 | 416 | 0.6028 | 0.6701 | 0.6028 | 0.7764 |
260
- | No log | 4.9176 | 418 | 0.6023 | 0.6701 | 0.6023 | 0.7761 |
261
- | No log | 4.9412 | 420 | 0.5819 | 0.6097 | 0.5819 | 0.7628 |
262
- | No log | 4.9647 | 422 | 0.5870 | 0.6230 | 0.5870 | 0.7662 |
263
- | No log | 4.9882 | 424 | 0.6140 | 0.6117 | 0.6140 | 0.7836 |
264
- | No log | 5.0118 | 426 | 0.6287 | 0.6198 | 0.6287 | 0.7929 |
265
- | No log | 5.0353 | 428 | 0.6164 | 0.5796 | 0.6164 | 0.7851 |
266
- | No log | 5.0588 | 430 | 0.6125 | 0.5562 | 0.6125 | 0.7826 |
267
- | No log | 5.0824 | 432 | 0.6024 | 0.5542 | 0.6024 | 0.7761 |
268
- | No log | 5.1059 | 434 | 0.5998 | 0.6444 | 0.5998 | 0.7745 |
269
- | No log | 5.1294 | 436 | 0.6151 | 0.6891 | 0.6151 | 0.7843 |
270
- | No log | 5.1529 | 438 | 0.6153 | 0.6934 | 0.6153 | 0.7844 |
271
- | No log | 5.1765 | 440 | 0.6065 | 0.6761 | 0.6065 | 0.7788 |
272
- | No log | 5.2 | 442 | 0.5923 | 0.6307 | 0.5923 | 0.7696 |
273
- | No log | 5.2235 | 444 | 0.5970 | 0.6343 | 0.5970 | 0.7726 |
274
- | No log | 5.2471 | 446 | 0.6003 | 0.5679 | 0.6003 | 0.7748 |
275
- | No log | 5.2706 | 448 | 0.6252 | 0.5459 | 0.6252 | 0.7907 |
276
- | No log | 5.2941 | 450 | 0.6037 | 0.5459 | 0.6037 | 0.7770 |
277
- | No log | 5.3176 | 452 | 0.5879 | 0.6139 | 0.5879 | 0.7668 |
278
- | No log | 5.3412 | 454 | 0.5925 | 0.6445 | 0.5925 | 0.7698 |
279
- | No log | 5.3647 | 456 | 0.6326 | 0.5810 | 0.6326 | 0.7954 |
280
- | No log | 5.3882 | 458 | 0.6325 | 0.5835 | 0.6325 | 0.7953 |
281
- | No log | 5.4118 | 460 | 0.6120 | 0.6117 | 0.6120 | 0.7823 |
282
- | No log | 5.4353 | 462 | 0.5912 | 0.6648 | 0.5912 | 0.7689 |
283
- | No log | 5.4588 | 464 | 0.5909 | 0.6358 | 0.5909 | 0.7687 |
284
- | No log | 5.4824 | 466 | 0.6049 | 0.6525 | 0.6049 | 0.7778 |
285
- | No log | 5.5059 | 468 | 0.6247 | 0.6330 | 0.6247 | 0.7904 |
286
- | No log | 5.5294 | 470 | 0.6399 | 0.6135 | 0.6399 | 0.8000 |
287
- | No log | 5.5529 | 472 | 0.6219 | 0.6771 | 0.6219 | 0.7886 |
288
- | No log | 5.5765 | 474 | 0.5914 | 0.6772 | 0.5914 | 0.7691 |
289
- | No log | 5.6 | 476 | 0.6232 | 0.6570 | 0.6232 | 0.7894 |
290
- | No log | 5.6235 | 478 | 0.7032 | 0.6387 | 0.7032 | 0.8385 |
291
- | No log | 5.6471 | 480 | 0.7382 | 0.6466 | 0.7382 | 0.8592 |
292
- | No log | 5.6706 | 482 | 0.6886 | 0.6636 | 0.6886 | 0.8298 |
293
- | No log | 5.6941 | 484 | 0.6048 | 0.6644 | 0.6048 | 0.7777 |
294
- | No log | 5.7176 | 486 | 0.5782 | 0.6846 | 0.5782 | 0.7604 |
295
- | No log | 5.7412 | 488 | 0.6104 | 0.5748 | 0.6104 | 0.7813 |
296
- | No log | 5.7647 | 490 | 0.6269 | 0.5548 | 0.6269 | 0.7917 |
297
- | No log | 5.7882 | 492 | 0.6097 | 0.5542 | 0.6097 | 0.7808 |
298
- | No log | 5.8118 | 494 | 0.5833 | 0.6648 | 0.5833 | 0.7637 |
299
- | No log | 5.8353 | 496 | 0.5787 | 0.6745 | 0.5787 | 0.7607 |
300
- | No log | 5.8588 | 498 | 0.5726 | 0.6962 | 0.5726 | 0.7567 |
301
- | 0.2743 | 5.8824 | 500 | 0.5681 | 0.6772 | 0.5681 | 0.7537 |
302
- | 0.2743 | 5.9059 | 502 | 0.6416 | 0.6565 | 0.6416 | 0.8010 |
303
- | 0.2743 | 5.9294 | 504 | 0.7245 | 0.6248 | 0.7245 | 0.8512 |
304
- | 0.2743 | 5.9529 | 506 | 0.7520 | 0.6076 | 0.7520 | 0.8672 |
305
- | 0.2743 | 5.9765 | 508 | 0.6949 | 0.5690 | 0.6949 | 0.8336 |
306
- | 0.2743 | 6.0 | 510 | 0.6271 | 0.5339 | 0.6271 | 0.7919 |
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k18_task5_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:
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+ - Loss: 0.6499
19
+ - Qwk: 0.5357
20
+ - Mse: 0.6499
21
+ - Rmse: 0.8062
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0222 | 2 | 3.9129 | 0.0130 | 3.9129 | 1.9781 |
53
+ | No log | 0.0444 | 4 | 2.1232 | 0.0440 | 2.1232 | 1.4571 |
54
+ | No log | 0.0667 | 6 | 1.1945 | 0.1142 | 1.1945 | 1.0929 |
55
+ | No log | 0.0889 | 8 | 1.1280 | 0.1142 | 1.1280 | 1.0621 |
56
+ | No log | 0.1111 | 10 | 0.9840 | 0.4675 | 0.9840 | 0.9920 |
57
+ | No log | 0.1333 | 12 | 1.0354 | 0.2288 | 1.0354 | 1.0176 |
58
+ | No log | 0.1556 | 14 | 1.1461 | 0.0941 | 1.1461 | 1.0706 |
59
+ | No log | 0.1778 | 16 | 1.2118 | 0.1057 | 1.2118 | 1.1008 |
60
+ | No log | 0.2 | 18 | 1.3854 | -0.0411 | 1.3854 | 1.1770 |
61
+ | No log | 0.2222 | 20 | 1.5092 | 0.0 | 1.5092 | 1.2285 |
62
+ | No log | 0.2444 | 22 | 1.5183 | 0.0143 | 1.5183 | 1.2322 |
63
+ | No log | 0.2667 | 24 | 1.4516 | 0.0 | 1.4516 | 1.2048 |
64
+ | No log | 0.2889 | 26 | 1.2695 | 0.0 | 1.2695 | 1.1267 |
65
+ | No log | 0.3111 | 28 | 1.1315 | 0.1324 | 1.1315 | 1.0637 |
66
+ | No log | 0.3333 | 30 | 1.0698 | 0.3037 | 1.0698 | 1.0343 |
67
+ | No log | 0.3556 | 32 | 1.0028 | 0.2740 | 1.0028 | 1.0014 |
68
+ | No log | 0.3778 | 34 | 1.0006 | 0.2615 | 1.0006 | 1.0003 |
69
+ | No log | 0.4 | 36 | 0.9782 | 0.2441 | 0.9782 | 0.9890 |
70
+ | No log | 0.4222 | 38 | 1.0626 | 0.2615 | 1.0626 | 1.0308 |
71
+ | No log | 0.4444 | 40 | 1.0560 | 0.3435 | 1.0560 | 1.0276 |
72
+ | No log | 0.4667 | 42 | 0.9666 | 0.3583 | 0.9666 | 0.9832 |
73
+ | No log | 0.4889 | 44 | 0.8951 | 0.2998 | 0.8951 | 0.9461 |
74
+ | No log | 0.5111 | 46 | 0.8235 | 0.3443 | 0.8235 | 0.9075 |
75
+ | No log | 0.5333 | 48 | 0.7859 | 0.3961 | 0.7859 | 0.8865 |
76
+ | No log | 0.5556 | 50 | 0.7792 | 0.3834 | 0.7792 | 0.8827 |
77
+ | No log | 0.5778 | 52 | 0.8618 | 0.3635 | 0.8618 | 0.9284 |
78
+ | No log | 0.6 | 54 | 0.7699 | 0.4472 | 0.7699 | 0.8775 |
79
+ | No log | 0.6222 | 56 | 0.7980 | 0.5988 | 0.7980 | 0.8933 |
80
+ | No log | 0.6444 | 58 | 1.0663 | 0.4173 | 1.0663 | 1.0326 |
81
+ | No log | 0.6667 | 60 | 0.8934 | 0.5019 | 0.8934 | 0.9452 |
82
+ | No log | 0.6889 | 62 | 0.7483 | 0.4524 | 0.7483 | 0.8650 |
83
+ | No log | 0.7111 | 64 | 0.6972 | 0.5274 | 0.6972 | 0.8350 |
84
+ | No log | 0.7333 | 66 | 0.6558 | 0.5950 | 0.6558 | 0.8098 |
85
+ | No log | 0.7556 | 68 | 0.6810 | 0.6205 | 0.6810 | 0.8252 |
86
+ | No log | 0.7778 | 70 | 0.7356 | 0.5578 | 0.7356 | 0.8577 |
87
+ | No log | 0.8 | 72 | 0.6904 | 0.6112 | 0.6904 | 0.8309 |
88
+ | No log | 0.8222 | 74 | 0.6401 | 0.5945 | 0.6401 | 0.8000 |
89
+ | No log | 0.8444 | 76 | 0.6112 | 0.5887 | 0.6112 | 0.7818 |
90
+ | No log | 0.8667 | 78 | 0.6017 | 0.6195 | 0.6017 | 0.7757 |
91
+ | No log | 0.8889 | 80 | 0.5960 | 0.6195 | 0.5960 | 0.7720 |
92
+ | No log | 0.9111 | 82 | 0.5867 | 0.6195 | 0.5867 | 0.7660 |
93
+ | No log | 0.9333 | 84 | 0.5971 | 0.5944 | 0.5971 | 0.7727 |
94
+ | No log | 0.9556 | 86 | 0.7895 | 0.5670 | 0.7895 | 0.8886 |
95
+ | No log | 0.9778 | 88 | 0.6908 | 0.5898 | 0.6908 | 0.8311 |
96
+ | No log | 1.0 | 90 | 0.6813 | 0.6272 | 0.6813 | 0.8254 |
97
+ | No log | 1.0222 | 92 | 0.6795 | 0.6377 | 0.6795 | 0.8243 |
98
+ | No log | 1.0444 | 94 | 0.6651 | 0.6377 | 0.6651 | 0.8155 |
99
+ | No log | 1.0667 | 96 | 0.6349 | 0.6233 | 0.6349 | 0.7968 |
100
+ | No log | 1.0889 | 98 | 0.6724 | 0.6609 | 0.6724 | 0.8200 |
101
+ | No log | 1.1111 | 100 | 0.7379 | 0.6160 | 0.7379 | 0.8590 |
102
+ | No log | 1.1333 | 102 | 0.7688 | 0.5067 | 0.7688 | 0.8768 |
103
+ | No log | 1.1556 | 104 | 0.8947 | 0.3525 | 0.8947 | 0.9459 |
104
+ | No log | 1.1778 | 106 | 0.8530 | 0.4192 | 0.8530 | 0.9236 |
105
+ | No log | 1.2 | 108 | 0.7708 | 0.4259 | 0.7708 | 0.8780 |
106
+ | No log | 1.2222 | 110 | 0.7202 | 0.4908 | 0.7202 | 0.8486 |
107
+ | No log | 1.2444 | 112 | 0.6979 | 0.5570 | 0.6979 | 0.8354 |
108
+ | No log | 1.2667 | 114 | 0.6778 | 0.6094 | 0.6778 | 0.8233 |
109
+ | No log | 1.2889 | 116 | 0.7159 | 0.6520 | 0.7159 | 0.8461 |
110
+ | No log | 1.3111 | 118 | 0.7287 | 0.6584 | 0.7287 | 0.8537 |
111
+ | No log | 1.3333 | 120 | 0.6594 | 0.6564 | 0.6594 | 0.8120 |
112
+ | No log | 1.3556 | 122 | 0.6749 | 0.5995 | 0.6749 | 0.8215 |
113
+ | No log | 1.3778 | 124 | 0.6412 | 0.6275 | 0.6412 | 0.8007 |
114
+ | No log | 1.4 | 126 | 0.6384 | 0.6617 | 0.6384 | 0.7990 |
115
+ | No log | 1.4222 | 128 | 0.6954 | 0.6386 | 0.6954 | 0.8339 |
116
+ | No log | 1.4444 | 130 | 0.6776 | 0.6319 | 0.6776 | 0.8232 |
117
+ | No log | 1.4667 | 132 | 0.6506 | 0.6328 | 0.6506 | 0.8066 |
118
+ | No log | 1.4889 | 134 | 0.6502 | 0.5909 | 0.6502 | 0.8063 |
119
+ | No log | 1.5111 | 136 | 0.6504 | 0.6058 | 0.6504 | 0.8065 |
120
+ | No log | 1.5333 | 138 | 0.6502 | 0.5909 | 0.6502 | 0.8063 |
121
+ | No log | 1.5556 | 140 | 0.6697 | 0.5704 | 0.6697 | 0.8184 |
122
+ | No log | 1.5778 | 142 | 0.7963 | 0.5247 | 0.7963 | 0.8924 |
123
+ | No log | 1.6 | 144 | 0.7244 | 0.6125 | 0.7244 | 0.8511 |
124
+ | No log | 1.6222 | 146 | 0.6569 | 0.6051 | 0.6569 | 0.8105 |
125
+ | No log | 1.6444 | 148 | 0.6785 | 0.6459 | 0.6785 | 0.8237 |
126
+ | No log | 1.6667 | 150 | 0.6827 | 0.6169 | 0.6827 | 0.8263 |
127
+ | No log | 1.6889 | 152 | 0.6790 | 0.5657 | 0.6790 | 0.8240 |
128
+ | No log | 1.7111 | 154 | 0.6906 | 0.5675 | 0.6906 | 0.8310 |
129
+ | No log | 1.7333 | 156 | 0.6888 | 0.5675 | 0.6888 | 0.8299 |
130
+ | No log | 1.7556 | 158 | 0.6694 | 0.6626 | 0.6694 | 0.8181 |
131
+ | No log | 1.7778 | 160 | 0.6941 | 0.6421 | 0.6941 | 0.8331 |
132
+ | No log | 1.8 | 162 | 0.6749 | 0.6642 | 0.6749 | 0.8215 |
133
+ | No log | 1.8222 | 164 | 0.6778 | 0.6148 | 0.6778 | 0.8233 |
134
+ | No log | 1.8444 | 166 | 0.6701 | 0.6186 | 0.6701 | 0.8186 |
135
+ | No log | 1.8667 | 168 | 0.6812 | 0.6446 | 0.6812 | 0.8253 |
136
+ | No log | 1.8889 | 170 | 0.6657 | 0.6066 | 0.6657 | 0.8159 |
137
+ | No log | 1.9111 | 172 | 0.6945 | 0.6060 | 0.6945 | 0.8334 |
138
+ | No log | 1.9333 | 174 | 0.6870 | 0.5681 | 0.6870 | 0.8288 |
139
+ | No log | 1.9556 | 176 | 0.6591 | 0.5301 | 0.6591 | 0.8119 |
140
+ | No log | 1.9778 | 178 | 0.6805 | 0.5953 | 0.6805 | 0.8250 |
141
+ | No log | 2.0 | 180 | 0.7243 | 0.5891 | 0.7243 | 0.8511 |
142
+ | No log | 2.0222 | 182 | 0.7141 | 0.6190 | 0.7141 | 0.8450 |
143
+ | No log | 2.0444 | 184 | 0.6087 | 0.7035 | 0.6087 | 0.7802 |
144
+ | No log | 2.0667 | 186 | 0.6039 | 0.6546 | 0.6039 | 0.7771 |
145
+ | No log | 2.0889 | 188 | 0.6024 | 0.6627 | 0.6024 | 0.7761 |
146
+ | No log | 2.1111 | 190 | 0.6056 | 0.6782 | 0.6056 | 0.7782 |
147
+ | No log | 2.1333 | 192 | 0.6452 | 0.5888 | 0.6452 | 0.8032 |
148
+ | No log | 2.1556 | 194 | 0.6287 | 0.6249 | 0.6287 | 0.7929 |
149
+ | No log | 2.1778 | 196 | 0.6199 | 0.6664 | 0.6199 | 0.7874 |
150
+ | No log | 2.2 | 198 | 0.6274 | 0.6114 | 0.6274 | 0.7921 |
151
+ | No log | 2.2222 | 200 | 0.6410 | 0.6076 | 0.6410 | 0.8006 |
152
+ | No log | 2.2444 | 202 | 0.6901 | 0.6198 | 0.6901 | 0.8307 |
153
+ | No log | 2.2667 | 204 | 0.6669 | 0.6333 | 0.6669 | 0.8166 |
154
+ | No log | 2.2889 | 206 | 0.6813 | 0.6006 | 0.6813 | 0.8254 |
155
+ | No log | 2.3111 | 208 | 0.6754 | 0.6102 | 0.6754 | 0.8219 |
156
+ | No log | 2.3333 | 210 | 0.6610 | 0.6102 | 0.6610 | 0.8130 |
157
+ | No log | 2.3556 | 212 | 0.6545 | 0.5969 | 0.6545 | 0.8090 |
158
+ | No log | 2.3778 | 214 | 0.6343 | 0.6157 | 0.6343 | 0.7964 |
159
+ | No log | 2.4 | 216 | 0.6108 | 0.6455 | 0.6108 | 0.7816 |
160
+ | No log | 2.4222 | 218 | 0.6398 | 0.6929 | 0.6398 | 0.7999 |
161
+ | No log | 2.4444 | 220 | 0.6337 | 0.5747 | 0.6337 | 0.7961 |
162
+ | No log | 2.4667 | 222 | 0.6524 | 0.5522 | 0.6524 | 0.8077 |
163
+ | No log | 2.4889 | 224 | 0.7284 | 0.5916 | 0.7284 | 0.8535 |
164
+ | No log | 2.5111 | 226 | 0.7048 | 0.6343 | 0.7048 | 0.8395 |
165
+ | No log | 2.5333 | 228 | 0.6163 | 0.5724 | 0.6163 | 0.7851 |
166
+ | No log | 2.5556 | 230 | 0.6005 | 0.5606 | 0.6005 | 0.7749 |
167
+ | No log | 2.5778 | 232 | 0.5939 | 0.6764 | 0.5939 | 0.7706 |
168
+ | No log | 2.6 | 234 | 0.7110 | 0.6114 | 0.7110 | 0.8432 |
169
+ | No log | 2.6222 | 236 | 0.8189 | 0.5573 | 0.8189 | 0.9049 |
170
+ | No log | 2.6444 | 238 | 0.7402 | 0.5928 | 0.7402 | 0.8603 |
171
+ | No log | 2.6667 | 240 | 0.6469 | 0.6976 | 0.6469 | 0.8043 |
172
+ | No log | 2.6889 | 242 | 0.6015 | 0.6936 | 0.6015 | 0.7756 |
173
+ | No log | 2.7111 | 244 | 0.6028 | 0.6114 | 0.6028 | 0.7764 |
174
+ | No log | 2.7333 | 246 | 0.6028 | 0.6239 | 0.6028 | 0.7764 |
175
+ | No log | 2.7556 | 248 | 0.5953 | 0.6347 | 0.5953 | 0.7716 |
176
+ | No log | 2.7778 | 250 | 0.6294 | 0.6464 | 0.6294 | 0.7933 |
177
+ | No log | 2.8 | 252 | 0.6041 | 0.6361 | 0.6041 | 0.7773 |
178
+ | No log | 2.8222 | 254 | 0.5982 | 0.6547 | 0.5982 | 0.7734 |
179
+ | No log | 2.8444 | 256 | 0.5877 | 0.6564 | 0.5877 | 0.7666 |
180
+ | No log | 2.8667 | 258 | 0.6752 | 0.5586 | 0.6752 | 0.8217 |
181
+ | No log | 2.8889 | 260 | 0.6537 | 0.5107 | 0.6537 | 0.8085 |
182
+ | No log | 2.9111 | 262 | 0.6520 | 0.6371 | 0.6520 | 0.8074 |
183
+ | No log | 2.9333 | 264 | 0.7166 | 0.6230 | 0.7166 | 0.8465 |
184
+ | No log | 2.9556 | 266 | 0.7061 | 0.6429 | 0.7061 | 0.8403 |
185
+ | No log | 2.9778 | 268 | 0.6516 | 0.6157 | 0.6516 | 0.8072 |
186
+ | No log | 3.0 | 270 | 0.7446 | 0.5782 | 0.7446 | 0.8629 |
187
+ | No log | 3.0222 | 272 | 0.7622 | 0.5364 | 0.7622 | 0.8731 |
188
+ | No log | 3.0444 | 274 | 0.6769 | 0.5530 | 0.6769 | 0.8228 |
189
+ | No log | 3.0667 | 276 | 0.6856 | 0.6073 | 0.6856 | 0.8280 |
190
+ | No log | 3.0889 | 278 | 0.9294 | 0.4854 | 0.9294 | 0.9640 |
191
+ | No log | 3.1111 | 280 | 1.0083 | 0.4555 | 1.0083 | 1.0041 |
192
+ | No log | 3.1333 | 282 | 0.9526 | 0.4946 | 0.9526 | 0.9760 |
193
+ | No log | 3.1556 | 284 | 0.7931 | 0.4818 | 0.7931 | 0.8905 |
194
+ | No log | 3.1778 | 286 | 0.7013 | 0.4398 | 0.7013 | 0.8374 |
195
+ | No log | 3.2 | 288 | 0.6846 | 0.5089 | 0.6846 | 0.8274 |
196
+ | No log | 3.2222 | 290 | 0.6428 | 0.5089 | 0.6428 | 0.8018 |
197
+ | No log | 3.2444 | 292 | 0.6031 | 0.6207 | 0.6031 | 0.7766 |
198
+ | No log | 3.2667 | 294 | 0.6736 | 0.6529 | 0.6736 | 0.8208 |
199
+ | No log | 3.2889 | 296 | 0.7026 | 0.6520 | 0.7026 | 0.8382 |
200
+ | No log | 3.3111 | 298 | 0.6401 | 0.6429 | 0.6401 | 0.8000 |
201
+ | No log | 3.3333 | 300 | 0.5998 | 0.6113 | 0.5998 | 0.7745 |
202
+ | No log | 3.3556 | 302 | 0.6027 | 0.6154 | 0.6027 | 0.7763 |
203
+ | No log | 3.3778 | 304 | 0.6083 | 0.6219 | 0.6083 | 0.7799 |
204
+ | No log | 3.4 | 306 | 0.6577 | 0.6071 | 0.6577 | 0.8110 |
205
+ | No log | 3.4222 | 308 | 0.7743 | 0.5447 | 0.7743 | 0.8800 |
206
+ | No log | 3.4444 | 310 | 0.8144 | 0.5102 | 0.8144 | 0.9025 |
207
+ | No log | 3.4667 | 312 | 0.7696 | 0.5800 | 0.7696 | 0.8773 |
208
+ | No log | 3.4889 | 314 | 0.6801 | 0.6367 | 0.6801 | 0.8247 |
209
+ | No log | 3.5111 | 316 | 0.5893 | 0.6177 | 0.5893 | 0.7676 |
210
+ | No log | 3.5333 | 318 | 0.5714 | 0.6479 | 0.5714 | 0.7559 |
211
+ | No log | 3.5556 | 320 | 0.5657 | 0.6479 | 0.5657 | 0.7521 |
212
+ | No log | 3.5778 | 322 | 0.5440 | 0.6988 | 0.5440 | 0.7375 |
213
+ | No log | 3.6 | 324 | 0.5798 | 0.6900 | 0.5798 | 0.7614 |
214
+ | No log | 3.6222 | 326 | 0.6771 | 0.5915 | 0.6771 | 0.8228 |
215
+ | No log | 3.6444 | 328 | 0.7343 | 0.5882 | 0.7343 | 0.8569 |
216
+ | No log | 3.6667 | 330 | 0.6886 | 0.6141 | 0.6886 | 0.8298 |
217
+ | No log | 3.6889 | 332 | 0.6233 | 0.6188 | 0.6233 | 0.7895 |
218
+ | No log | 3.7111 | 334 | 0.6181 | 0.5171 | 0.6181 | 0.7862 |
219
+ | No log | 3.7333 | 336 | 0.6464 | 0.4829 | 0.6464 | 0.8040 |
220
+ | No log | 3.7556 | 338 | 0.6576 | 0.4966 | 0.6576 | 0.8110 |
221
+ | No log | 3.7778 | 340 | 0.6538 | 0.5093 | 0.6538 | 0.8086 |
222
+ | No log | 3.8 | 342 | 0.6352 | 0.4557 | 0.6352 | 0.7970 |
223
+ | No log | 3.8222 | 344 | 0.6511 | 0.5002 | 0.6511 | 0.8069 |
224
+ | No log | 3.8444 | 346 | 0.6910 | 0.5858 | 0.6910 | 0.8313 |
225
+ | No log | 3.8667 | 348 | 0.7334 | 0.6117 | 0.7334 | 0.8564 |
226
+ | No log | 3.8889 | 350 | 0.6780 | 0.5763 | 0.6780 | 0.8234 |
227
+ | No log | 3.9111 | 352 | 0.6398 | 0.5498 | 0.6398 | 0.7999 |
228
+ | No log | 3.9333 | 354 | 0.6473 | 0.5386 | 0.6473 | 0.8045 |
229
+ | No log | 3.9556 | 356 | 0.6506 | 0.5498 | 0.6506 | 0.8066 |
230
+ | No log | 3.9778 | 358 | 0.6467 | 0.5917 | 0.6467 | 0.8042 |
231
+ | No log | 4.0 | 360 | 0.6409 | 0.5386 | 0.6409 | 0.8006 |
232
+ | No log | 4.0222 | 362 | 0.6279 | 0.5917 | 0.6279 | 0.7924 |
233
+ | No log | 4.0444 | 364 | 0.6234 | 0.5724 | 0.6234 | 0.7896 |
234
+ | No log | 4.0667 | 366 | 0.6203 | 0.5833 | 0.6203 | 0.7876 |
235
+ | No log | 4.0889 | 368 | 0.6364 | 0.5798 | 0.6364 | 0.7977 |
236
+ | No log | 4.1111 | 370 | 0.6559 | 0.5798 | 0.6559 | 0.8099 |
237
+ | No log | 4.1333 | 372 | 0.6519 | 0.5710 | 0.6519 | 0.8074 |
238
+ | No log | 4.1556 | 374 | 0.6683 | 0.5937 | 0.6683 | 0.8175 |
239
+ | No log | 4.1778 | 376 | 0.7240 | 0.5579 | 0.7240 | 0.8509 |
240
+ | No log | 4.2 | 378 | 0.7673 | 0.5219 | 0.7673 | 0.8760 |
241
+ | No log | 4.2222 | 380 | 0.7239 | 0.5242 | 0.7239 | 0.8508 |
242
+ | No log | 4.2444 | 382 | 0.6325 | 0.5894 | 0.6325 | 0.7953 |
243
+ | No log | 4.2667 | 384 | 0.6216 | 0.5523 | 0.6216 | 0.7884 |
244
+ | No log | 4.2889 | 386 | 0.6423 | 0.5548 | 0.6423 | 0.8014 |
245
+ | No log | 4.3111 | 388 | 0.6323 | 0.5402 | 0.6323 | 0.7952 |
246
+ | No log | 4.3333 | 390 | 0.6650 | 0.6051 | 0.6650 | 0.8155 |
247
+ | No log | 4.3556 | 392 | 0.7243 | 0.5598 | 0.7243 | 0.8511 |
248
+ | No log | 4.3778 | 394 | 0.7022 | 0.6090 | 0.7022 | 0.8380 |
249
+ | No log | 4.4 | 396 | 0.6746 | 0.6221 | 0.6746 | 0.8214 |
250
+ | No log | 4.4222 | 398 | 0.6440 | 0.6460 | 0.6440 | 0.8025 |
251
+ | No log | 4.4444 | 400 | 0.6530 | 0.6221 | 0.6530 | 0.8081 |
252
+ | No log | 4.4667 | 402 | 0.7122 | 0.6032 | 0.7122 | 0.8439 |
253
+ | No log | 4.4889 | 404 | 0.7668 | 0.5543 | 0.7668 | 0.8757 |
254
+ | No log | 4.5111 | 406 | 0.7645 | 0.5655 | 0.7645 | 0.8743 |
255
+ | No log | 4.5333 | 408 | 0.6726 | 0.6221 | 0.6726 | 0.8201 |
256
+ | No log | 4.5556 | 410 | 0.6309 | 0.6165 | 0.6309 | 0.7943 |
257
+ | No log | 4.5778 | 412 | 0.6344 | 0.5644 | 0.6344 | 0.7965 |
258
+ | No log | 4.6 | 414 | 0.6426 | 0.5472 | 0.6426 | 0.8016 |
259
+ | No log | 4.6222 | 416 | 0.6923 | 0.5981 | 0.6923 | 0.8321 |
260
+ | No log | 4.6444 | 418 | 0.7239 | 0.5739 | 0.7239 | 0.8508 |
261
+ | No log | 4.6667 | 420 | 0.6931 | 0.6009 | 0.6931 | 0.8325 |
262
+ | No log | 4.6889 | 422 | 0.6541 | 0.5709 | 0.6541 | 0.8088 |
263
+ | No log | 4.7111 | 424 | 0.6233 | 0.6311 | 0.6233 | 0.7895 |
264
+ | No log | 4.7333 | 426 | 0.6215 | 0.6177 | 0.6215 | 0.7884 |
265
+ | No log | 4.7556 | 428 | 0.6347 | 0.6500 | 0.6347 | 0.7967 |
266
+ | No log | 4.7778 | 430 | 0.6234 | 0.6102 | 0.6234 | 0.7896 |
267
+ | No log | 4.8 | 432 | 0.6385 | 0.6102 | 0.6385 | 0.7990 |
268
+ | No log | 4.8222 | 434 | 0.6404 | 0.6073 | 0.6404 | 0.8002 |
269
+ | No log | 4.8444 | 436 | 0.6246 | 0.6102 | 0.6246 | 0.7903 |
270
+ | No log | 4.8667 | 438 | 0.6327 | 0.6073 | 0.6327 | 0.7954 |
271
+ | No log | 4.8889 | 440 | 0.6654 | 0.6188 | 0.6654 | 0.8157 |
272
+ | No log | 4.9111 | 442 | 0.6582 | 0.5975 | 0.6582 | 0.8113 |
273
+ | No log | 4.9333 | 444 | 0.6433 | 0.5894 | 0.6433 | 0.8021 |
274
+ | No log | 4.9556 | 446 | 0.6356 | 0.5288 | 0.6356 | 0.7973 |
275
+ | No log | 4.9778 | 448 | 0.6394 | 0.5288 | 0.6394 | 0.7996 |
276
+ | No log | 5.0 | 450 | 0.6496 | 0.6014 | 0.6496 | 0.8060 |
277
+ | No log | 5.0222 | 452 | 0.6752 | 0.5729 | 0.6752 | 0.8217 |
278
+ | No log | 5.0444 | 454 | 0.6659 | 0.5729 | 0.6659 | 0.8160 |
279
+ | No log | 5.0667 | 456 | 0.6460 | 0.5688 | 0.6460 | 0.8037 |
280
+ | No log | 5.0889 | 458 | 0.6551 | 0.5490 | 0.6551 | 0.8094 |
281
+ | No log | 5.1111 | 460 | 0.6683 | 0.5010 | 0.6683 | 0.8175 |
282
+ | No log | 5.1333 | 462 | 0.6960 | 0.5634 | 0.6960 | 0.8343 |
283
+ | No log | 5.1556 | 464 | 0.6955 | 0.5614 | 0.6955 | 0.8339 |
284
+ | No log | 5.1778 | 466 | 0.6553 | 0.5597 | 0.6553 | 0.8095 |
285
+ | No log | 5.2 | 468 | 0.6333 | 0.5040 | 0.6333 | 0.7958 |
286
+ | No log | 5.2222 | 470 | 0.6253 | 0.6084 | 0.6253 | 0.7908 |
287
+ | No log | 5.2444 | 472 | 0.6295 | 0.6014 | 0.6295 | 0.7934 |
288
+ | No log | 5.2667 | 474 | 0.6351 | 0.6386 | 0.6351 | 0.7969 |
289
+ | No log | 5.2889 | 476 | 0.6218 | 0.6386 | 0.6218 | 0.7885 |
290
+ | No log | 5.3111 | 478 | 0.5967 | 0.6597 | 0.5967 | 0.7725 |
291
+ | No log | 5.3333 | 480 | 0.5941 | 0.6517 | 0.5941 | 0.7708 |
292
+ | No log | 5.3556 | 482 | 0.6042 | 0.6185 | 0.6042 | 0.7773 |
293
+ | No log | 5.3778 | 484 | 0.5874 | 0.6805 | 0.5874 | 0.7664 |
294
+ | No log | 5.4 | 486 | 0.6161 | 0.6259 | 0.6161 | 0.7849 |
295
+ | No log | 5.4222 | 488 | 0.6722 | 0.6189 | 0.6722 | 0.8199 |
296
+ | No log | 5.4444 | 490 | 0.6832 | 0.6319 | 0.6832 | 0.8266 |
297
+ | No log | 5.4667 | 492 | 0.6471 | 0.5894 | 0.6471 | 0.8044 |
298
+ | No log | 5.4889 | 494 | 0.6205 | 0.5666 | 0.6205 | 0.7877 |
299
+ | No log | 5.5111 | 496 | 0.6277 | 0.5450 | 0.6277 | 0.7923 |
300
+ | No log | 5.5333 | 498 | 0.6362 | 0.5522 | 0.6362 | 0.7976 |
301
+ | 0.3047 | 5.5556 | 500 | 0.6558 | 0.5758 | 0.6558 | 0.8098 |
302
+ | 0.3047 | 5.5778 | 502 | 0.6672 | 0.6176 | 0.6672 | 0.8168 |
303
+ | 0.3047 | 5.6 | 504 | 0.7278 | 0.5241 | 0.7278 | 0.8531 |
304
+ | 0.3047 | 5.6222 | 506 | 0.7938 | 0.5417 | 0.7938 | 0.8910 |
305
+ | 0.3047 | 5.6444 | 508 | 0.7186 | 0.5636 | 0.7186 | 0.8477 |
306
+ | 0.3047 | 5.6667 | 510 | 0.5972 | 0.6771 | 0.5972 | 0.7728 |
307
+ | 0.3047 | 5.6889 | 512 | 0.5966 | 0.5747 | 0.5966 | 0.7724 |
308
+ | 0.3047 | 5.7111 | 514 | 0.6035 | 0.5644 | 0.6035 | 0.7769 |
309
+ | 0.3047 | 5.7333 | 516 | 0.6191 | 0.5972 | 0.6191 | 0.7868 |
310
+ | 0.3047 | 5.7556 | 518 | 0.6392 | 0.5710 | 0.6392 | 0.7995 |
311
+ | 0.3047 | 5.7778 | 520 | 0.6529 | 0.5921 | 0.6529 | 0.8080 |
312
+ | 0.3047 | 5.8 | 522 | 0.6818 | 0.6003 | 0.6818 | 0.8257 |
313
+ | 0.3047 | 5.8222 | 524 | 0.7010 | 0.6032 | 0.7010 | 0.8373 |
314
+ | 0.3047 | 5.8444 | 526 | 0.7083 | 0.5459 | 0.7083 | 0.8416 |
315
+ | 0.3047 | 5.8667 | 528 | 0.6922 | 0.5710 | 0.6922 | 0.8320 |
316
+ | 0.3047 | 5.8889 | 530 | 0.6779 | 0.4893 | 0.6779 | 0.8233 |
317
+ | 0.3047 | 5.9111 | 532 | 0.6681 | 0.4151 | 0.6681 | 0.8174 |
318
+ | 0.3047 | 5.9333 | 534 | 0.6499 | 0.5357 | 0.6499 | 0.8062 |
319
 
320
 
321
  ### Framework versions