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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k4_task7_organization

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Training in progress, step 500

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  1. README.md +261 -263
  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_run2_AugV5_k4_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_run2_AugV5_k4_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: 0.8383
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- - Qwk: 0.0925
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- - Mse: 0.8383
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- - Rmse: 0.9156
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  ## Model description
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@@ -49,263 +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 | 0.1538 | 2 | 2.5443 | -0.0788 | 2.5443 | 1.5951 |
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- | No log | 0.3077 | 4 | 1.2126 | 0.1265 | 1.2126 | 1.1012 |
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- | No log | 0.4615 | 6 | 0.8929 | 0.0145 | 0.8929 | 0.9449 |
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- | No log | 0.6154 | 8 | 0.8235 | 0.2181 | 0.8235 | 0.9075 |
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- | No log | 0.7692 | 10 | 0.9447 | 0.3051 | 0.9447 | 0.9720 |
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- | No log | 0.9231 | 12 | 0.8913 | 0.2494 | 0.8913 | 0.9441 |
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- | No log | 1.0769 | 14 | 0.8924 | 0.1786 | 0.8924 | 0.9447 |
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- | No log | 1.2308 | 16 | 0.8113 | 0.0937 | 0.8113 | 0.9007 |
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- | No log | 1.3846 | 18 | 0.7736 | 0.0937 | 0.7736 | 0.8795 |
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- | No log | 1.5385 | 20 | 0.7635 | 0.0937 | 0.7635 | 0.8738 |
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- | No log | 1.6923 | 22 | 0.7589 | 0.0937 | 0.7589 | 0.8711 |
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- | No log | 1.8462 | 24 | 0.7368 | 0.1372 | 0.7368 | 0.8584 |
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- | No log | 2.0 | 26 | 0.8740 | 0.1711 | 0.8740 | 0.9349 |
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- | No log | 2.1538 | 28 | 1.0762 | 0.0987 | 1.0762 | 1.0374 |
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- | No log | 2.3077 | 30 | 1.1957 | 0.0736 | 1.1957 | 1.0935 |
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- | No log | 2.4615 | 32 | 1.0336 | 0.1274 | 1.0336 | 1.0167 |
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- | No log | 2.6154 | 34 | 0.8109 | 0.1358 | 0.8109 | 0.9005 |
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- | No log | 2.7692 | 36 | 0.7391 | -0.0027 | 0.7391 | 0.8597 |
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- | No log | 2.9231 | 38 | 0.7423 | 0.0481 | 0.7423 | 0.8616 |
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- | No log | 3.0769 | 40 | 0.7460 | 0.0444 | 0.7460 | 0.8637 |
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- | No log | 3.2308 | 42 | 0.7456 | 0.0846 | 0.7456 | 0.8635 |
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- | No log | 3.3846 | 44 | 0.7541 | 0.0481 | 0.7541 | 0.8684 |
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- | No log | 3.5385 | 46 | 0.7350 | 0.0 | 0.7350 | 0.8573 |
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- | No log | 3.6923 | 48 | 0.7306 | 0.0 | 0.7306 | 0.8548 |
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- | No log | 3.8462 | 50 | 0.7523 | 0.0 | 0.7523 | 0.8673 |
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- | No log | 4.0 | 52 | 0.8302 | 0.0495 | 0.8302 | 0.9111 |
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- | No log | 4.1538 | 54 | 0.9180 | 0.1724 | 0.9180 | 0.9581 |
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- | No log | 4.3077 | 56 | 1.0459 | 0.1685 | 1.0459 | 1.0227 |
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- | No log | 4.4615 | 58 | 1.1937 | 0.0452 | 1.1937 | 1.0926 |
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- | No log | 4.6154 | 60 | 1.1272 | 0.0379 | 1.1272 | 1.0617 |
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- | No log | 4.7692 | 62 | 1.0542 | 0.1639 | 1.0542 | 1.0267 |
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- | No log | 4.9231 | 64 | 1.0133 | 0.2672 | 1.0133 | 1.0066 |
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- | No log | 5.0769 | 66 | 0.8496 | 0.2051 | 0.8496 | 0.9217 |
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- | No log | 5.2308 | 68 | 0.7920 | 0.1686 | 0.7920 | 0.8900 |
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- | No log | 5.3846 | 70 | 0.7989 | 0.1686 | 0.7989 | 0.8938 |
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- | No log | 5.5385 | 72 | 0.8142 | 0.2673 | 0.8142 | 0.9023 |
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- | No log | 5.6923 | 74 | 0.9260 | 0.2908 | 0.9260 | 0.9623 |
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- | No log | 5.8462 | 76 | 0.8900 | 0.2557 | 0.8900 | 0.9434 |
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- | No log | 6.0 | 78 | 0.8739 | 0.2642 | 0.8739 | 0.9348 |
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- | No log | 6.1538 | 80 | 0.8799 | 0.2277 | 0.8799 | 0.9380 |
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- | No log | 6.3077 | 82 | 1.0162 | 0.2147 | 1.0162 | 1.0081 |
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- | No log | 6.4615 | 84 | 0.9429 | 0.2254 | 0.9429 | 0.9710 |
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- | No log | 6.6154 | 86 | 0.7878 | 0.2642 | 0.7878 | 0.8876 |
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- | No log | 6.7692 | 88 | 0.7957 | 0.2642 | 0.7957 | 0.8920 |
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- | No log | 6.9231 | 90 | 0.9497 | 0.2233 | 0.9497 | 0.9745 |
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- | No log | 7.0769 | 92 | 1.1550 | 0.0750 | 1.1550 | 1.0747 |
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- | No log | 7.2308 | 94 | 1.1068 | 0.1521 | 1.1068 | 1.0520 |
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- | No log | 7.3846 | 96 | 0.9140 | 0.1649 | 0.9140 | 0.9560 |
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- | No log | 7.5385 | 98 | 0.8177 | 0.1660 | 0.8177 | 0.9043 |
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- | No log | 7.6923 | 100 | 0.7537 | 0.1184 | 0.7537 | 0.8682 |
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- | No log | 7.8462 | 102 | 0.7371 | 0.1184 | 0.7371 | 0.8585 |
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- | No log | 8.0 | 104 | 0.7807 | 0.1687 | 0.7807 | 0.8836 |
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- | No log | 8.1538 | 106 | 0.8648 | 0.1686 | 0.8648 | 0.9299 |
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- | No log | 8.3077 | 108 | 0.9454 | 0.2703 | 0.9454 | 0.9723 |
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- | No log | 8.4615 | 110 | 0.8878 | 0.2673 | 0.8878 | 0.9422 |
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- | No log | 8.6154 | 112 | 0.8036 | 0.2740 | 0.8036 | 0.8964 |
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- | No log | 8.7692 | 114 | 0.8274 | 0.3299 | 0.8274 | 0.9096 |
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- | No log | 8.9231 | 116 | 0.9244 | 0.1880 | 0.9244 | 0.9615 |
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- | No log | 9.0769 | 118 | 0.9875 | 0.2329 | 0.9875 | 0.9937 |
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- | No log | 9.2308 | 120 | 1.0050 | 0.1535 | 1.0050 | 1.0025 |
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- | No log | 9.3846 | 122 | 0.9385 | 0.1958 | 0.9385 | 0.9688 |
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- | No log | 9.5385 | 124 | 0.8434 | 0.1623 | 0.8434 | 0.9183 |
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- | No log | 9.6923 | 126 | 0.8464 | 0.1623 | 0.8464 | 0.9200 |
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- | No log | 9.8462 | 128 | 0.8790 | 0.1601 | 0.8790 | 0.9376 |
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- | No log | 10.0 | 130 | 0.8960 | 0.2268 | 0.8960 | 0.9466 |
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- | No log | 10.1538 | 132 | 0.9037 | 0.2268 | 0.9037 | 0.9506 |
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- | No log | 10.3077 | 134 | 0.8613 | 0.2268 | 0.8613 | 0.9281 |
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- | No log | 10.4615 | 136 | 0.8315 | 0.1908 | 0.8315 | 0.9119 |
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- | No log | 10.6154 | 138 | 0.8357 | 0.2245 | 0.8357 | 0.9142 |
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- | No log | 10.7692 | 140 | 0.8991 | 0.2433 | 0.8991 | 0.9482 |
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- | No log | 10.9231 | 142 | 0.8772 | 0.2758 | 0.8772 | 0.9366 |
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- | No log | 11.0769 | 144 | 0.7602 | 0.2612 | 0.7602 | 0.8719 |
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- | No log | 11.2308 | 146 | 0.7005 | 0.3156 | 0.7005 | 0.8369 |
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- | No log | 11.3846 | 148 | 0.7096 | 0.3156 | 0.7096 | 0.8424 |
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- | No log | 11.5385 | 150 | 0.7299 | 0.2813 | 0.7299 | 0.8543 |
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- | No log | 11.6923 | 152 | 0.7815 | 0.2073 | 0.7815 | 0.8840 |
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- | No log | 11.8462 | 154 | 0.7879 | 0.1700 | 0.7879 | 0.8876 |
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- | No log | 12.0 | 156 | 0.7981 | 0.1635 | 0.7981 | 0.8934 |
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- | No log | 12.1538 | 158 | 0.8285 | 0.1959 | 0.8285 | 0.9102 |
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- | No log | 12.3077 | 160 | 0.9320 | 0.2126 | 0.9320 | 0.9654 |
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- | No log | 12.4615 | 162 | 1.1684 | 0.0973 | 1.1684 | 1.0809 |
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- | No log | 12.6154 | 164 | 1.2032 | 0.0973 | 1.2032 | 1.0969 |
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- | No log | 12.7692 | 166 | 0.9932 | 0.1528 | 0.9932 | 0.9966 |
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- | No log | 12.9231 | 168 | 0.7914 | 0.1907 | 0.7914 | 0.8896 |
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- | No log | 13.0769 | 170 | 0.7308 | 0.2135 | 0.7308 | 0.8549 |
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- | No log | 13.2308 | 172 | 0.7404 | 0.1829 | 0.7404 | 0.8605 |
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- | No log | 13.3846 | 174 | 0.7613 | 0.1176 | 0.7613 | 0.8725 |
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- | No log | 13.5385 | 176 | 0.8716 | 0.2642 | 0.8716 | 0.9336 |
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- | No log | 13.6923 | 178 | 0.9764 | 0.1925 | 0.9764 | 0.9881 |
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- | No log | 13.8462 | 180 | 0.9123 | 0.2277 | 0.9123 | 0.9551 |
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- | No log | 14.0 | 182 | 0.7872 | 0.1215 | 0.7872 | 0.8872 |
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- | No log | 14.1538 | 184 | 0.7537 | 0.0705 | 0.7537 | 0.8681 |
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- | No log | 14.3077 | 186 | 0.7668 | 0.0377 | 0.7668 | 0.8757 |
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- | No log | 14.4615 | 188 | 0.8376 | 0.1263 | 0.8376 | 0.9152 |
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- | No log | 14.6154 | 190 | 0.9628 | 0.2555 | 0.9628 | 0.9812 |
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- | No log | 14.7692 | 192 | 1.0203 | 0.2452 | 1.0203 | 1.0101 |
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- | No log | 14.9231 | 194 | 0.9400 | 0.2821 | 0.9400 | 0.9695 |
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- | No log | 15.0769 | 196 | 0.8731 | 0.2193 | 0.8731 | 0.9344 |
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- | No log | 15.2308 | 198 | 0.8149 | 0.1215 | 0.8149 | 0.9027 |
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- | No log | 15.3846 | 200 | 0.8458 | 0.2473 | 0.8458 | 0.9197 |
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- | No log | 15.5385 | 202 | 0.8675 | 0.2133 | 0.8675 | 0.9314 |
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- | No log | 15.6923 | 204 | 0.8833 | 0.2097 | 0.8833 | 0.9398 |
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- | No log | 15.8462 | 206 | 0.9567 | 0.2075 | 0.9567 | 0.9781 |
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- | No log | 16.0 | 208 | 0.8912 | 0.2790 | 0.8912 | 0.9440 |
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- | No log | 16.1538 | 210 | 0.7834 | 0.1206 | 0.7834 | 0.8851 |
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- | No log | 16.3077 | 212 | 0.7546 | 0.0822 | 0.7546 | 0.8687 |
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- | No log | 16.4615 | 214 | 0.7602 | -0.0025 | 0.7602 | 0.8719 |
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- | No log | 16.6154 | 216 | 0.7833 | 0.0856 | 0.7833 | 0.8850 |
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- | No log | 16.7692 | 218 | 0.7947 | 0.0856 | 0.7947 | 0.8915 |
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- | No log | 16.9231 | 220 | 0.7909 | 0.0856 | 0.7909 | 0.8893 |
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- | No log | 17.0769 | 222 | 0.7732 | -0.0025 | 0.7732 | 0.8793 |
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- | No log | 17.2308 | 224 | 0.7796 | 0.0408 | 0.7796 | 0.8829 |
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- | No log | 17.3846 | 226 | 0.8080 | 0.1635 | 0.8080 | 0.8989 |
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- | No log | 17.5385 | 228 | 0.8479 | 0.2583 | 0.8479 | 0.9208 |
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- | No log | 17.6923 | 230 | 0.8852 | 0.2254 | 0.8852 | 0.9409 |
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- | No log | 17.8462 | 232 | 0.8843 | 0.2476 | 0.8843 | 0.9404 |
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- | No log | 18.0 | 234 | 0.8919 | 0.2476 | 0.8919 | 0.9444 |
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- | No log | 18.1538 | 236 | 0.8343 | 0.2172 | 0.8343 | 0.9134 |
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- | No log | 18.3077 | 238 | 0.7637 | 0.2204 | 0.7637 | 0.8739 |
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- | No log | 18.4615 | 240 | 0.7908 | 0.1891 | 0.7908 | 0.8893 |
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- | No log | 18.6154 | 242 | 0.8853 | 0.1793 | 0.8853 | 0.9409 |
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- | No log | 18.7692 | 244 | 0.9161 | 0.2108 | 0.9161 | 0.9571 |
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- | No log | 18.9231 | 246 | 0.9010 | 0.2821 | 0.9010 | 0.9492 |
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- | No log | 19.0769 | 248 | 0.8966 | 0.2853 | 0.8966 | 0.9469 |
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- | No log | 19.2308 | 250 | 0.8367 | 0.2316 | 0.8367 | 0.9147 |
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- | No log | 19.3846 | 252 | 0.7592 | 0.0376 | 0.7592 | 0.8713 |
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- | No log | 19.5385 | 254 | 0.7663 | 0.0327 | 0.7663 | 0.8754 |
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- | No log | 19.6923 | 256 | 0.7759 | -0.0079 | 0.7759 | 0.8808 |
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- | No log | 19.8462 | 258 | 0.8165 | 0.0488 | 0.8165 | 0.9036 |
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- | No log | 20.0 | 260 | 0.9392 | 0.2046 | 0.9392 | 0.9691 |
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- | No log | 20.1538 | 262 | 1.0300 | 0.1609 | 1.0300 | 1.0149 |
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- | No log | 20.3077 | 264 | 0.9676 | 0.2331 | 0.9676 | 0.9837 |
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- | No log | 20.4615 | 266 | 0.8383 | 0.0909 | 0.8383 | 0.9156 |
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- | No log | 20.6154 | 268 | 0.7677 | 0.0313 | 0.7677 | 0.8762 |
186
- | No log | 20.7692 | 270 | 0.7785 | 0.1407 | 0.7785 | 0.8823 |
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- | No log | 20.9231 | 272 | 0.7744 | 0.1407 | 0.7744 | 0.8800 |
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- | No log | 21.0769 | 274 | 0.7631 | 0.1050 | 0.7631 | 0.8736 |
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- | No log | 21.2308 | 276 | 0.7913 | 0.1263 | 0.7913 | 0.8896 |
190
- | No log | 21.3846 | 278 | 0.8703 | 0.1660 | 0.8703 | 0.9329 |
191
- | No log | 21.5385 | 280 | 0.9210 | 0.1605 | 0.9210 | 0.9597 |
192
- | No log | 21.6923 | 282 | 0.9096 | 0.1615 | 0.9096 | 0.9537 |
193
- | No log | 21.8462 | 284 | 0.8583 | 0.1285 | 0.8583 | 0.9264 |
194
- | No log | 22.0 | 286 | 0.8331 | 0.1686 | 0.8331 | 0.9128 |
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- | No log | 22.1538 | 288 | 0.8641 | 0.1660 | 0.8641 | 0.9296 |
196
- | No log | 22.3077 | 290 | 0.8929 | 0.1958 | 0.8929 | 0.9449 |
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- | No log | 22.4615 | 292 | 0.9362 | 0.1941 | 0.9362 | 0.9676 |
198
- | No log | 22.6154 | 294 | 0.9257 | 0.1958 | 0.9257 | 0.9621 |
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- | No log | 22.7692 | 296 | 0.8554 | 0.1294 | 0.8554 | 0.9249 |
200
- | No log | 22.9231 | 298 | 0.7886 | 0.0861 | 0.7886 | 0.8880 |
201
- | No log | 23.0769 | 300 | 0.7519 | 0.0861 | 0.7519 | 0.8671 |
202
- | No log | 23.2308 | 302 | 0.7527 | 0.1647 | 0.7527 | 0.8676 |
203
- | No log | 23.3846 | 304 | 0.8070 | 0.1941 | 0.8070 | 0.8984 |
204
- | No log | 23.5385 | 306 | 0.9271 | 0.2437 | 0.9271 | 0.9628 |
205
- | No log | 23.6923 | 308 | 0.9502 | 0.2437 | 0.9502 | 0.9748 |
206
- | No log | 23.8462 | 310 | 0.8666 | 0.1304 | 0.8666 | 0.9309 |
207
- | No log | 24.0 | 312 | 0.7667 | 0.1647 | 0.7667 | 0.8756 |
208
- | No log | 24.1538 | 314 | 0.7497 | -0.0079 | 0.7497 | 0.8659 |
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- | No log | 24.3077 | 316 | 0.7552 | -0.0079 | 0.7552 | 0.8690 |
210
- | No log | 24.4615 | 318 | 0.7622 | 0.1714 | 0.7622 | 0.8730 |
211
- | No log | 24.6154 | 320 | 0.8122 | 0.1290 | 0.8122 | 0.9012 |
212
- | No log | 24.7692 | 322 | 0.8144 | 0.1290 | 0.8144 | 0.9025 |
213
- | No log | 24.9231 | 324 | 0.7764 | 0.0913 | 0.7764 | 0.8811 |
214
- | No log | 25.0769 | 326 | 0.7545 | 0.0905 | 0.7545 | 0.8686 |
215
- | No log | 25.2308 | 328 | 0.7521 | 0.0893 | 0.7521 | 0.8672 |
216
- | No log | 25.3846 | 330 | 0.7616 | 0.0444 | 0.7616 | 0.8727 |
217
- | No log | 25.5385 | 332 | 0.7785 | 0.0051 | 0.7785 | 0.8824 |
218
- | No log | 25.6923 | 334 | 0.8113 | 0.0097 | 0.8113 | 0.9007 |
219
- | No log | 25.8462 | 336 | 0.9160 | 0.1323 | 0.9160 | 0.9571 |
220
- | No log | 26.0 | 338 | 0.9884 | 0.1300 | 0.9884 | 0.9942 |
221
- | No log | 26.1538 | 340 | 0.9752 | 0.0968 | 0.9752 | 0.9875 |
222
- | No log | 26.3077 | 342 | 0.9258 | 0.1313 | 0.9258 | 0.9622 |
223
- | No log | 26.4615 | 344 | 0.8959 | 0.1626 | 0.8959 | 0.9465 |
224
- | No log | 26.6154 | 346 | 0.8487 | 0.1290 | 0.8487 | 0.9212 |
225
- | No log | 26.7692 | 348 | 0.8225 | 0.0913 | 0.8225 | 0.9069 |
226
- | No log | 26.9231 | 350 | 0.8331 | 0.0913 | 0.8331 | 0.9128 |
227
- | No log | 27.0769 | 352 | 0.8721 | 0.0913 | 0.8721 | 0.9339 |
228
- | No log | 27.2308 | 354 | 0.8938 | 0.0913 | 0.8938 | 0.9454 |
229
- | No log | 27.3846 | 356 | 0.8886 | 0.1339 | 0.8886 | 0.9427 |
230
- | No log | 27.5385 | 358 | 0.8655 | 0.1660 | 0.8655 | 0.9303 |
231
- | No log | 27.6923 | 360 | 0.8487 | 0.1290 | 0.8487 | 0.9212 |
232
- | No log | 27.8462 | 362 | 0.8401 | 0.1591 | 0.8401 | 0.9166 |
233
- | No log | 28.0 | 364 | 0.8565 | 0.2214 | 0.8565 | 0.9255 |
234
- | No log | 28.1538 | 366 | 0.8304 | 0.2495 | 0.8304 | 0.9112 |
235
- | No log | 28.3077 | 368 | 0.8085 | 0.1749 | 0.8085 | 0.8992 |
236
- | No log | 28.4615 | 370 | 0.8122 | 0.2130 | 0.8122 | 0.9012 |
237
- | No log | 28.6154 | 372 | 0.8757 | 0.1231 | 0.8757 | 0.9358 |
238
- | No log | 28.7692 | 374 | 0.9616 | 0.1811 | 0.9616 | 0.9806 |
239
- | No log | 28.9231 | 376 | 1.0191 | 0.1528 | 1.0191 | 1.0095 |
240
- | No log | 29.0769 | 378 | 1.0332 | 0.1549 | 1.0332 | 1.0164 |
241
- | No log | 29.2308 | 380 | 0.9772 | 0.1255 | 0.9772 | 0.9885 |
242
- | No log | 29.3846 | 382 | 0.8993 | 0.1237 | 0.8993 | 0.9483 |
243
- | No log | 29.5385 | 384 | 0.8244 | 0.1960 | 0.8244 | 0.9080 |
244
- | No log | 29.6923 | 386 | 0.8074 | 0.1471 | 0.8074 | 0.8986 |
245
- | No log | 29.8462 | 388 | 0.8066 | 0.1471 | 0.8066 | 0.8981 |
246
- | No log | 30.0 | 390 | 0.8036 | 0.1471 | 0.8036 | 0.8964 |
247
- | No log | 30.1538 | 392 | 0.8055 | 0.1221 | 0.8055 | 0.8975 |
248
- | No log | 30.3077 | 394 | 0.8443 | 0.1251 | 0.8443 | 0.9189 |
249
- | No log | 30.4615 | 396 | 0.9097 | 0.0964 | 0.9097 | 0.9538 |
250
- | No log | 30.6154 | 398 | 0.9206 | 0.0962 | 0.9206 | 0.9595 |
251
- | No log | 30.7692 | 400 | 0.8696 | 0.0559 | 0.8696 | 0.9325 |
252
- | No log | 30.9231 | 402 | 0.8237 | 0.0522 | 0.8237 | 0.9076 |
253
- | No log | 31.0769 | 404 | 0.8087 | 0.0861 | 0.8087 | 0.8993 |
254
- | No log | 31.2308 | 406 | 0.7990 | 0.0846 | 0.7990 | 0.8939 |
255
- | No log | 31.3846 | 408 | 0.8029 | 0.1138 | 0.8029 | 0.8960 |
256
- | No log | 31.5385 | 410 | 0.8080 | 0.1138 | 0.8080 | 0.8989 |
257
- | No log | 31.6923 | 412 | 0.8212 | 0.0861 | 0.8212 | 0.9062 |
258
- | No log | 31.8462 | 414 | 0.8675 | 0.1255 | 0.8675 | 0.9314 |
259
- | No log | 32.0 | 416 | 0.9093 | 0.0890 | 0.9093 | 0.9536 |
260
- | No log | 32.1538 | 418 | 0.8913 | 0.1251 | 0.8913 | 0.9441 |
261
- | No log | 32.3077 | 420 | 0.8518 | 0.0407 | 0.8518 | 0.9229 |
262
- | No log | 32.4615 | 422 | 0.8286 | 0.0377 | 0.8286 | 0.9103 |
263
- | No log | 32.6154 | 424 | 0.8141 | 0.0361 | 0.8141 | 0.9023 |
264
- | No log | 32.7692 | 426 | 0.8052 | 0.0810 | 0.8052 | 0.8973 |
265
- | No log | 32.9231 | 428 | 0.8099 | 0.0441 | 0.8099 | 0.8999 |
266
- | No log | 33.0769 | 430 | 0.8244 | 0.0051 | 0.8244 | 0.9080 |
267
- | No log | 33.2308 | 432 | 0.8230 | 0.0078 | 0.8230 | 0.9072 |
268
- | No log | 33.3846 | 434 | 0.8072 | 0.0 | 0.8072 | 0.8984 |
269
- | No log | 33.5385 | 436 | 0.8009 | 0.0 | 0.8009 | 0.8949 |
270
- | No log | 33.6923 | 438 | 0.8142 | 0.0495 | 0.8142 | 0.9023 |
271
- | No log | 33.8462 | 440 | 0.8242 | 0.0078 | 0.8242 | 0.9079 |
272
- | No log | 34.0 | 442 | 0.7982 | 0.0495 | 0.7982 | 0.8934 |
273
- | No log | 34.1538 | 444 | 0.7884 | 0.0495 | 0.7884 | 0.8879 |
274
- | No log | 34.3077 | 446 | 0.7857 | 0.0460 | 0.7857 | 0.8864 |
275
- | No log | 34.4615 | 448 | 0.7710 | 0.0460 | 0.7710 | 0.8780 |
276
- | No log | 34.6154 | 450 | 0.7653 | 0.0460 | 0.7653 | 0.8748 |
277
- | No log | 34.7692 | 452 | 0.7584 | 0.0 | 0.7584 | 0.8708 |
278
- | No log | 34.9231 | 454 | 0.7545 | 0.0 | 0.7545 | 0.8686 |
279
- | No log | 35.0769 | 456 | 0.7672 | 0.0460 | 0.7672 | 0.8759 |
280
- | No log | 35.2308 | 458 | 0.8050 | 0.1673 | 0.8050 | 0.8972 |
281
- | No log | 35.3846 | 460 | 0.8355 | 0.0928 | 0.8355 | 0.9141 |
282
- | No log | 35.5385 | 462 | 0.8411 | 0.1269 | 0.8411 | 0.9171 |
283
- | No log | 35.6923 | 464 | 0.8573 | 0.1269 | 0.8573 | 0.9259 |
284
- | No log | 35.8462 | 466 | 0.8159 | 0.1924 | 0.8159 | 0.9033 |
285
- | No log | 36.0 | 468 | 0.7685 | 0.2674 | 0.7685 | 0.8766 |
286
- | No log | 36.1538 | 470 | 0.7690 | 0.2708 | 0.7690 | 0.8769 |
287
- | No log | 36.3077 | 472 | 0.7628 | 0.2708 | 0.7628 | 0.8734 |
288
- | No log | 36.4615 | 474 | 0.7458 | 0.2779 | 0.7458 | 0.8636 |
289
- | No log | 36.6154 | 476 | 0.7571 | 0.1714 | 0.7571 | 0.8701 |
290
- | No log | 36.7692 | 478 | 0.7929 | 0.2375 | 0.7929 | 0.8904 |
291
- | No log | 36.9231 | 480 | 0.8251 | 0.1673 | 0.8251 | 0.9083 |
292
- | No log | 37.0769 | 482 | 0.8199 | 0.1673 | 0.8199 | 0.9055 |
293
- | No log | 37.2308 | 484 | 0.8076 | 0.1993 | 0.8076 | 0.8987 |
294
- | No log | 37.3846 | 486 | 0.7798 | 0.1996 | 0.7798 | 0.8830 |
295
- | No log | 37.5385 | 488 | 0.7719 | 0.2015 | 0.7719 | 0.8786 |
296
- | No log | 37.6923 | 490 | 0.7895 | 0.1977 | 0.7895 | 0.8885 |
297
- | No log | 37.8462 | 492 | 0.8161 | 0.1591 | 0.8161 | 0.9034 |
298
- | No log | 38.0 | 494 | 0.8211 | 0.1281 | 0.8211 | 0.9062 |
299
- | No log | 38.1538 | 496 | 0.8151 | 0.1281 | 0.8151 | 0.9028 |
300
- | No log | 38.3077 | 498 | 0.8311 | 0.1281 | 0.8311 | 0.9116 |
301
- | 0.2241 | 38.4615 | 500 | 0.8166 | 0.1281 | 0.8166 | 0.9036 |
302
- | 0.2241 | 38.6154 | 502 | 0.7915 | 0.1285 | 0.7915 | 0.8896 |
303
- | 0.2241 | 38.7692 | 504 | 0.7946 | 0.1601 | 0.7946 | 0.8914 |
304
- | 0.2241 | 38.9231 | 506 | 0.8134 | 0.0928 | 0.8134 | 0.9019 |
305
- | 0.2241 | 39.0769 | 508 | 0.8112 | 0.1240 | 0.8112 | 0.9007 |
306
- | 0.2241 | 39.2308 | 510 | 0.8002 | 0.1240 | 0.8002 | 0.8945 |
307
- | 0.2241 | 39.3846 | 512 | 0.8158 | 0.0925 | 0.8158 | 0.9032 |
308
- | 0.2241 | 39.5385 | 514 | 0.8383 | 0.0925 | 0.8383 | 0.9156 |
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_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_run2_AugV5_k3_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: 0.7050
19
+ - Qwk: 0.4502
20
+ - Mse: 0.7050
21
+ - Rmse: 0.8396
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1667 | 2 | 2.4974 | -0.0136 | 2.4974 | 1.5803 |
53
+ | No log | 0.3333 | 4 | 1.1604 | 0.2416 | 1.1604 | 1.0772 |
54
+ | No log | 0.5 | 6 | 0.8188 | 0.0509 | 0.8188 | 0.9049 |
55
+ | No log | 0.6667 | 8 | 0.9587 | -0.0127 | 0.9587 | 0.9791 |
56
+ | No log | 0.8333 | 10 | 1.0244 | 0.1277 | 1.0244 | 1.0121 |
57
+ | No log | 1.0 | 12 | 1.0326 | 0.0196 | 1.0326 | 1.0162 |
58
+ | No log | 1.1667 | 14 | 0.9183 | 0.0295 | 0.9183 | 0.9583 |
59
+ | No log | 1.3333 | 16 | 0.9432 | 0.0888 | 0.9432 | 0.9712 |
60
+ | No log | 1.5 | 18 | 0.9869 | -0.0066 | 0.9869 | 0.9934 |
61
+ | No log | 1.6667 | 20 | 0.9178 | 0.0781 | 0.9178 | 0.9580 |
62
+ | No log | 1.8333 | 22 | 0.8602 | -0.0027 | 0.8602 | 0.9274 |
63
+ | No log | 2.0 | 24 | 0.8925 | 0.0481 | 0.8925 | 0.9447 |
64
+ | No log | 2.1667 | 26 | 0.8971 | 0.1352 | 0.8971 | 0.9471 |
65
+ | No log | 2.3333 | 28 | 0.7851 | 0.0944 | 0.7851 | 0.8860 |
66
+ | No log | 2.5 | 30 | 0.7378 | 0.1282 | 0.7378 | 0.8590 |
67
+ | No log | 2.6667 | 32 | 0.7277 | 0.2085 | 0.7277 | 0.8531 |
68
+ | No log | 2.8333 | 34 | 0.7266 | 0.2085 | 0.7266 | 0.8524 |
69
+ | No log | 3.0 | 36 | 0.7989 | 0.2409 | 0.7989 | 0.8938 |
70
+ | No log | 3.1667 | 38 | 0.8607 | 0.2142 | 0.8607 | 0.9278 |
71
+ | No log | 3.3333 | 40 | 0.8728 | 0.2463 | 0.8728 | 0.9342 |
72
+ | No log | 3.5 | 42 | 0.8386 | 0.1672 | 0.8386 | 0.9158 |
73
+ | No log | 3.6667 | 44 | 0.8117 | 0.2950 | 0.8117 | 0.9010 |
74
+ | No log | 3.8333 | 46 | 0.8426 | 0.1580 | 0.8426 | 0.9179 |
75
+ | No log | 4.0 | 48 | 0.8542 | 0.1923 | 0.8542 | 0.9242 |
76
+ | No log | 4.1667 | 50 | 0.7393 | 0.1135 | 0.7393 | 0.8598 |
77
+ | No log | 4.3333 | 52 | 0.7175 | 0.2979 | 0.7175 | 0.8471 |
78
+ | No log | 4.5 | 54 | 0.7751 | 0.1635 | 0.7751 | 0.8804 |
79
+ | No log | 4.6667 | 56 | 0.7498 | 0.1299 | 0.7498 | 0.8659 |
80
+ | No log | 4.8333 | 58 | 0.7065 | 0.1139 | 0.7065 | 0.8406 |
81
+ | No log | 5.0 | 60 | 0.7439 | 0.3387 | 0.7439 | 0.8625 |
82
+ | No log | 5.1667 | 62 | 0.7912 | 0.2632 | 0.7912 | 0.8895 |
83
+ | No log | 5.3333 | 64 | 0.7926 | 0.3471 | 0.7926 | 0.8903 |
84
+ | No log | 5.5 | 66 | 0.8489 | 0.2643 | 0.8489 | 0.9213 |
85
+ | No log | 5.6667 | 68 | 0.9439 | 0.2810 | 0.9439 | 0.9715 |
86
+ | No log | 5.8333 | 70 | 0.9398 | 0.2756 | 0.9398 | 0.9695 |
87
+ | No log | 6.0 | 72 | 0.8776 | 0.2836 | 0.8776 | 0.9368 |
88
+ | No log | 6.1667 | 74 | 0.8080 | 0.3475 | 0.8080 | 0.8989 |
89
+ | No log | 6.3333 | 76 | 0.7597 | 0.1569 | 0.7597 | 0.8716 |
90
+ | No log | 6.5 | 78 | 0.7358 | 0.1221 | 0.7358 | 0.8578 |
91
+ | No log | 6.6667 | 80 | 0.7528 | 0.4430 | 0.7528 | 0.8676 |
92
+ | No log | 6.8333 | 82 | 1.0108 | 0.2886 | 1.0108 | 1.0054 |
93
+ | No log | 7.0 | 84 | 1.0090 | 0.2833 | 1.0090 | 1.0045 |
94
+ | No log | 7.1667 | 86 | 0.8184 | 0.3302 | 0.8184 | 0.9046 |
95
+ | No log | 7.3333 | 88 | 0.7144 | 0.0679 | 0.7144 | 0.8452 |
96
+ | No log | 7.5 | 90 | 0.7203 | 0.1509 | 0.7203 | 0.8487 |
97
+ | No log | 7.6667 | 92 | 0.7329 | 0.1131 | 0.7329 | 0.8561 |
98
+ | No log | 7.8333 | 94 | 0.7320 | 0.3599 | 0.7320 | 0.8555 |
99
+ | No log | 8.0 | 96 | 0.8187 | 0.3976 | 0.8187 | 0.9048 |
100
+ | No log | 8.1667 | 98 | 0.8674 | 0.3376 | 0.8674 | 0.9313 |
101
+ | No log | 8.3333 | 100 | 0.8971 | 0.3886 | 0.8971 | 0.9471 |
102
+ | No log | 8.5 | 102 | 0.8165 | 0.3526 | 0.8165 | 0.9036 |
103
+ | No log | 8.6667 | 104 | 0.7744 | 0.3486 | 0.7744 | 0.8800 |
104
+ | No log | 8.8333 | 106 | 0.8007 | 0.3700 | 0.8007 | 0.8948 |
105
+ | No log | 9.0 | 108 | 0.7383 | 0.4135 | 0.7383 | 0.8592 |
106
+ | No log | 9.1667 | 110 | 0.6993 | 0.4581 | 0.6993 | 0.8362 |
107
+ | No log | 9.3333 | 112 | 0.7313 | 0.4515 | 0.7313 | 0.8552 |
108
+ | No log | 9.5 | 114 | 0.7901 | 0.3822 | 0.7901 | 0.8889 |
109
+ | No log | 9.6667 | 116 | 0.9373 | 0.4304 | 0.9373 | 0.9681 |
110
+ | No log | 9.8333 | 118 | 0.9976 | 0.4028 | 0.9976 | 0.9988 |
111
+ | No log | 10.0 | 120 | 0.8052 | 0.4284 | 0.8052 | 0.8973 |
112
+ | No log | 10.1667 | 122 | 0.7509 | 0.4135 | 0.7509 | 0.8665 |
113
+ | No log | 10.3333 | 124 | 0.8163 | 0.3544 | 0.8163 | 0.9035 |
114
+ | No log | 10.5 | 126 | 0.8808 | 0.3520 | 0.8808 | 0.9385 |
115
+ | No log | 10.6667 | 128 | 0.7600 | 0.3723 | 0.7600 | 0.8718 |
116
+ | No log | 10.8333 | 130 | 0.6872 | 0.3762 | 0.6872 | 0.8290 |
117
+ | No log | 11.0 | 132 | 0.6829 | 0.3762 | 0.6829 | 0.8264 |
118
+ | No log | 11.1667 | 134 | 0.6868 | 0.4160 | 0.6868 | 0.8287 |
119
+ | No log | 11.3333 | 136 | 0.6995 | 0.3787 | 0.6995 | 0.8363 |
120
+ | No log | 11.5 | 138 | 0.8349 | 0.3609 | 0.8349 | 0.9137 |
121
+ | No log | 11.6667 | 140 | 0.9786 | 0.4243 | 0.9786 | 0.9892 |
122
+ | No log | 11.8333 | 142 | 1.2436 | 0.3148 | 1.2436 | 1.1152 |
123
+ | No log | 12.0 | 144 | 1.3583 | 0.3276 | 1.3583 | 1.1655 |
124
+ | No log | 12.1667 | 146 | 1.2070 | 0.3647 | 1.2070 | 1.0986 |
125
+ | No log | 12.3333 | 148 | 1.2440 | 0.3603 | 1.2440 | 1.1153 |
126
+ | No log | 12.5 | 150 | 1.0871 | 0.3466 | 1.0871 | 1.0426 |
127
+ | No log | 12.6667 | 152 | 0.9552 | 0.3206 | 0.9552 | 0.9774 |
128
+ | No log | 12.8333 | 154 | 0.9782 | 0.3456 | 0.9782 | 0.9890 |
129
+ | No log | 13.0 | 156 | 1.0200 | 0.3326 | 1.0200 | 1.0100 |
130
+ | No log | 13.1667 | 158 | 0.9558 | 0.3345 | 0.9558 | 0.9776 |
131
+ | No log | 13.3333 | 160 | 0.8059 | 0.3285 | 0.8059 | 0.8977 |
132
+ | No log | 13.5 | 162 | 0.6912 | 0.4486 | 0.6912 | 0.8314 |
133
+ | No log | 13.6667 | 164 | 0.6987 | 0.4486 | 0.6987 | 0.8359 |
134
+ | No log | 13.8333 | 166 | 0.7075 | 0.4248 | 0.7075 | 0.8411 |
135
+ | No log | 14.0 | 168 | 0.7812 | 0.3906 | 0.7812 | 0.8839 |
136
+ | No log | 14.1667 | 170 | 0.9361 | 0.3919 | 0.9361 | 0.9675 |
137
+ | No log | 14.3333 | 172 | 0.8587 | 0.4158 | 0.8587 | 0.9267 |
138
+ | No log | 14.5 | 174 | 0.7253 | 0.4393 | 0.7253 | 0.8516 |
139
+ | No log | 14.6667 | 176 | 0.6971 | 0.4248 | 0.6971 | 0.8349 |
140
+ | No log | 14.8333 | 178 | 0.6723 | 0.4288 | 0.6723 | 0.8199 |
141
+ | No log | 15.0 | 180 | 0.6771 | 0.4248 | 0.6771 | 0.8229 |
142
+ | No log | 15.1667 | 182 | 0.7240 | 0.3910 | 0.7240 | 0.8509 |
143
+ | No log | 15.3333 | 184 | 0.8499 | 0.36 | 0.8499 | 0.9219 |
144
+ | No log | 15.5 | 186 | 0.9179 | 0.2775 | 0.9179 | 0.9581 |
145
+ | No log | 15.6667 | 188 | 0.7852 | 0.3985 | 0.7852 | 0.8861 |
146
+ | No log | 15.8333 | 190 | 0.7105 | 0.3931 | 0.7105 | 0.8429 |
147
+ | No log | 16.0 | 192 | 0.7448 | 0.4085 | 0.7448 | 0.8630 |
148
+ | No log | 16.1667 | 194 | 0.8068 | 0.3586 | 0.8068 | 0.8982 |
149
+ | No log | 16.3333 | 196 | 0.9306 | 0.4321 | 0.9306 | 0.9647 |
150
+ | No log | 16.5 | 198 | 0.8385 | 0.3410 | 0.8385 | 0.9157 |
151
+ | No log | 16.6667 | 200 | 0.7317 | 0.4478 | 0.7317 | 0.8554 |
152
+ | No log | 16.8333 | 202 | 0.6959 | 0.4486 | 0.6959 | 0.8342 |
153
+ | No log | 17.0 | 204 | 0.7448 | 0.3711 | 0.7448 | 0.8630 |
154
+ | No log | 17.1667 | 206 | 0.8091 | 0.3771 | 0.8091 | 0.8995 |
155
+ | No log | 17.3333 | 208 | 0.9182 | 0.3510 | 0.9182 | 0.9582 |
156
+ | No log | 17.5 | 210 | 0.8679 | 0.2971 | 0.8679 | 0.9316 |
157
+ | No log | 17.6667 | 212 | 0.8226 | 0.3151 | 0.8226 | 0.9070 |
158
+ | No log | 17.8333 | 214 | 0.8179 | 0.3389 | 0.8179 | 0.9044 |
159
+ | No log | 18.0 | 216 | 0.7163 | 0.3863 | 0.7163 | 0.8463 |
160
+ | No log | 18.1667 | 218 | 0.7148 | 0.3991 | 0.7148 | 0.8455 |
161
+ | No log | 18.3333 | 220 | 0.7931 | 0.3885 | 0.7931 | 0.8906 |
162
+ | No log | 18.5 | 222 | 0.9404 | 0.3728 | 0.9404 | 0.9698 |
163
+ | No log | 18.6667 | 224 | 0.8385 | 0.3844 | 0.8385 | 0.9157 |
164
+ | No log | 18.8333 | 226 | 0.7428 | 0.3492 | 0.7428 | 0.8619 |
165
+ | No log | 19.0 | 228 | 0.7789 | 0.4282 | 0.7789 | 0.8826 |
166
+ | No log | 19.1667 | 230 | 0.7934 | 0.4212 | 0.7934 | 0.8908 |
167
+ | No log | 19.3333 | 232 | 0.7631 | 0.4186 | 0.7631 | 0.8735 |
168
+ | No log | 19.5 | 234 | 0.7905 | 0.4023 | 0.7905 | 0.8891 |
169
+ | No log | 19.6667 | 236 | 0.8118 | 0.3868 | 0.8118 | 0.9010 |
170
+ | No log | 19.8333 | 238 | 0.8516 | 0.3909 | 0.8516 | 0.9228 |
171
+ | No log | 20.0 | 240 | 0.9890 | 0.3523 | 0.9890 | 0.9945 |
172
+ | No log | 20.1667 | 242 | 0.8981 | 0.4074 | 0.8981 | 0.9477 |
173
+ | No log | 20.3333 | 244 | 0.8185 | 0.4369 | 0.8185 | 0.9047 |
174
+ | No log | 20.5 | 246 | 0.7162 | 0.3732 | 0.7162 | 0.8463 |
175
+ | No log | 20.6667 | 248 | 0.6743 | 0.4624 | 0.6743 | 0.8211 |
176
+ | No log | 20.8333 | 250 | 0.7640 | 0.4504 | 0.7640 | 0.8741 |
177
+ | No log | 21.0 | 252 | 0.9420 | 0.4072 | 0.9420 | 0.9706 |
178
+ | No log | 21.1667 | 254 | 0.9525 | 0.4221 | 0.9525 | 0.9759 |
179
+ | No log | 21.3333 | 256 | 0.8272 | 0.4353 | 0.8272 | 0.9095 |
180
+ | No log | 21.5 | 258 | 0.7009 | 0.3931 | 0.7009 | 0.8372 |
181
+ | No log | 21.6667 | 260 | 0.6922 | 0.3885 | 0.6922 | 0.8320 |
182
+ | No log | 21.8333 | 262 | 0.7532 | 0.3388 | 0.7532 | 0.8679 |
183
+ | No log | 22.0 | 264 | 0.8648 | 0.4152 | 0.8648 | 0.9300 |
184
+ | No log | 22.1667 | 266 | 0.8321 | 0.3740 | 0.8321 | 0.9122 |
185
+ | No log | 22.3333 | 268 | 0.8241 | 0.3586 | 0.8241 | 0.9078 |
186
+ | No log | 22.5 | 270 | 0.7694 | 0.3648 | 0.7694 | 0.8772 |
187
+ | No log | 22.6667 | 272 | 0.7848 | 0.3586 | 0.7848 | 0.8859 |
188
+ | No log | 22.8333 | 274 | 0.7574 | 0.3207 | 0.7574 | 0.8703 |
189
+ | No log | 23.0 | 276 | 0.7124 | 0.3268 | 0.7124 | 0.8440 |
190
+ | No log | 23.1667 | 278 | 0.7215 | 0.3567 | 0.7215 | 0.8494 |
191
+ | No log | 23.3333 | 280 | 0.7008 | 0.3820 | 0.7008 | 0.8371 |
192
+ | No log | 23.5 | 282 | 0.7816 | 0.4124 | 0.7816 | 0.8841 |
193
+ | No log | 23.6667 | 284 | 0.8569 | 0.4286 | 0.8569 | 0.9257 |
194
+ | No log | 23.8333 | 286 | 0.8518 | 0.3866 | 0.8518 | 0.9229 |
195
+ | No log | 24.0 | 288 | 0.7182 | 0.3950 | 0.7182 | 0.8475 |
196
+ | No log | 24.1667 | 290 | 0.6512 | 0.4455 | 0.6512 | 0.8070 |
197
+ | No log | 24.3333 | 292 | 0.6705 | 0.5034 | 0.6705 | 0.8188 |
198
+ | No log | 24.5 | 294 | 0.6771 | 0.5310 | 0.6771 | 0.8229 |
199
+ | No log | 24.6667 | 296 | 0.7420 | 0.3754 | 0.7420 | 0.8614 |
200
+ | No log | 24.8333 | 298 | 0.9207 | 0.3307 | 0.9207 | 0.9595 |
201
+ | No log | 25.0 | 300 | 0.9937 | 0.3721 | 0.9937 | 0.9969 |
202
+ | No log | 25.1667 | 302 | 0.9851 | 0.3731 | 0.9851 | 0.9925 |
203
+ | No log | 25.3333 | 304 | 0.8436 | 0.3679 | 0.8436 | 0.9185 |
204
+ | No log | 25.5 | 306 | 0.7461 | 0.4106 | 0.7461 | 0.8637 |
205
+ | No log | 25.6667 | 308 | 0.7932 | 0.3586 | 0.7932 | 0.8906 |
206
+ | No log | 25.8333 | 310 | 0.9155 | 0.3263 | 0.9155 | 0.9568 |
207
+ | No log | 26.0 | 312 | 0.8223 | 0.4124 | 0.8223 | 0.9068 |
208
+ | No log | 26.1667 | 314 | 0.7287 | 0.3669 | 0.7287 | 0.8536 |
209
+ | No log | 26.3333 | 316 | 0.7090 | 0.4260 | 0.7090 | 0.8420 |
210
+ | No log | 26.5 | 318 | 0.7667 | 0.3456 | 0.7667 | 0.8756 |
211
+ | No log | 26.6667 | 320 | 0.8381 | 0.3461 | 0.8381 | 0.9155 |
212
+ | No log | 26.8333 | 322 | 0.8113 | 0.3461 | 0.8113 | 0.9007 |
213
+ | No log | 27.0 | 324 | 0.6859 | 0.4835 | 0.6859 | 0.8282 |
214
+ | No log | 27.1667 | 326 | 0.6496 | 0.5034 | 0.6496 | 0.8060 |
215
+ | No log | 27.3333 | 328 | 0.6916 | 0.5206 | 0.6916 | 0.8317 |
216
+ | No log | 27.5 | 330 | 0.8089 | 0.4056 | 0.8089 | 0.8994 |
217
+ | No log | 27.6667 | 332 | 0.7721 | 0.4265 | 0.7721 | 0.8787 |
218
+ | No log | 27.8333 | 334 | 0.7483 | 0.4173 | 0.7483 | 0.8650 |
219
+ | No log | 28.0 | 336 | 0.7724 | 0.4173 | 0.7724 | 0.8789 |
220
+ | No log | 28.1667 | 338 | 0.7562 | 0.4072 | 0.7562 | 0.8696 |
221
+ | No log | 28.3333 | 340 | 0.8237 | 0.3867 | 0.8237 | 0.9076 |
222
+ | No log | 28.5 | 342 | 0.7959 | 0.3934 | 0.7959 | 0.8921 |
223
+ | No log | 28.6667 | 344 | 0.6921 | 0.4622 | 0.6921 | 0.8319 |
224
+ | No log | 28.8333 | 346 | 0.6596 | 0.4788 | 0.6596 | 0.8121 |
225
+ | No log | 29.0 | 348 | 0.6585 | 0.5420 | 0.6585 | 0.8115 |
226
+ | No log | 29.1667 | 350 | 0.7087 | 0.4173 | 0.7087 | 0.8418 |
227
+ | No log | 29.3333 | 352 | 0.7023 | 0.3934 | 0.7023 | 0.8380 |
228
+ | No log | 29.5 | 354 | 0.6648 | 0.4371 | 0.6648 | 0.8153 |
229
+ | No log | 29.6667 | 356 | 0.6286 | 0.4314 | 0.6286 | 0.7928 |
230
+ | No log | 29.8333 | 358 | 0.6409 | 0.4482 | 0.6409 | 0.8006 |
231
+ | No log | 30.0 | 360 | 0.7219 | 0.4072 | 0.7219 | 0.8496 |
232
+ | No log | 30.1667 | 362 | 0.8451 | 0.4125 | 0.8451 | 0.9193 |
233
+ | No log | 30.3333 | 364 | 0.7980 | 0.4504 | 0.7980 | 0.8933 |
234
+ | No log | 30.5 | 366 | 0.6687 | 0.5254 | 0.6687 | 0.8178 |
235
+ | No log | 30.6667 | 368 | 0.6071 | 0.4801 | 0.6071 | 0.7792 |
236
+ | No log | 30.8333 | 370 | 0.6149 | 0.4722 | 0.6149 | 0.7842 |
237
+ | No log | 31.0 | 372 | 0.6553 | 0.4828 | 0.6553 | 0.8095 |
238
+ | No log | 31.1667 | 374 | 0.8039 | 0.4265 | 0.8039 | 0.8966 |
239
+ | No log | 31.3333 | 376 | 1.0133 | 0.3900 | 1.0133 | 1.0066 |
240
+ | No log | 31.5 | 378 | 1.0334 | 0.3634 | 1.0334 | 1.0166 |
241
+ | No log | 31.6667 | 380 | 0.8744 | 0.4038 | 0.8744 | 0.9351 |
242
+ | No log | 31.8333 | 382 | 0.7209 | 0.3985 | 0.7209 | 0.8491 |
243
+ | No log | 32.0 | 384 | 0.6778 | 0.3665 | 0.6778 | 0.8233 |
244
+ | No log | 32.1667 | 386 | 0.6771 | 0.4100 | 0.6771 | 0.8229 |
245
+ | No log | 32.3333 | 388 | 0.7236 | 0.3985 | 0.7236 | 0.8507 |
246
+ | No log | 32.5 | 390 | 0.8154 | 0.3934 | 0.8154 | 0.9030 |
247
+ | No log | 32.6667 | 392 | 0.8068 | 0.4173 | 0.8068 | 0.8982 |
248
+ | No log | 32.8333 | 394 | 0.6976 | 0.3985 | 0.6976 | 0.8352 |
249
+ | No log | 33.0 | 396 | 0.6193 | 0.4463 | 0.6193 | 0.7870 |
250
+ | No log | 33.1667 | 398 | 0.6197 | 0.4160 | 0.6197 | 0.7872 |
251
+ | No log | 33.3333 | 400 | 0.6217 | 0.4555 | 0.6217 | 0.7885 |
252
+ | No log | 33.5 | 402 | 0.6528 | 0.5272 | 0.6528 | 0.8080 |
253
+ | No log | 33.6667 | 404 | 0.7671 | 0.4104 | 0.7671 | 0.8759 |
254
+ | No log | 33.8333 | 406 | 0.8265 | 0.3973 | 0.8265 | 0.9091 |
255
+ | No log | 34.0 | 408 | 0.7948 | 0.3973 | 0.7948 | 0.8915 |
256
+ | No log | 34.1667 | 410 | 0.6886 | 0.4911 | 0.6886 | 0.8298 |
257
+ | No log | 34.3333 | 412 | 0.6340 | 0.4459 | 0.6340 | 0.7962 |
258
+ | No log | 34.5 | 414 | 0.6402 | 0.4375 | 0.6402 | 0.8001 |
259
+ | No log | 34.6667 | 416 | 0.7015 | 0.4582 | 0.7015 | 0.8376 |
260
+ | No log | 34.8333 | 418 | 0.8555 | 0.3499 | 0.8555 | 0.9249 |
261
+ | No log | 35.0 | 420 | 1.0103 | 0.2840 | 1.0103 | 1.0051 |
262
+ | No log | 35.1667 | 422 | 1.0181 | 0.3077 | 1.0181 | 1.0090 |
263
+ | No log | 35.3333 | 424 | 0.8803 | 0.3290 | 0.8803 | 0.9383 |
264
+ | No log | 35.5 | 426 | 0.6958 | 0.4587 | 0.6958 | 0.8341 |
265
+ | No log | 35.6667 | 428 | 0.6086 | 0.5327 | 0.6086 | 0.7801 |
266
+ | No log | 35.8333 | 430 | 0.5942 | 0.5422 | 0.5942 | 0.7708 |
267
+ | No log | 36.0 | 432 | 0.5968 | 0.5687 | 0.5968 | 0.7725 |
268
+ | No log | 36.1667 | 434 | 0.6065 | 0.5752 | 0.6065 | 0.7788 |
269
+ | No log | 36.3333 | 436 | 0.6352 | 0.5655 | 0.6352 | 0.7970 |
270
+ | No log | 36.5 | 438 | 0.6981 | 0.4745 | 0.6981 | 0.8355 |
271
+ | No log | 36.6667 | 440 | 0.7102 | 0.4123 | 0.7102 | 0.8427 |
272
+ | No log | 36.8333 | 442 | 0.6785 | 0.4513 | 0.6785 | 0.8237 |
273
+ | No log | 37.0 | 444 | 0.6454 | 0.3782 | 0.6454 | 0.8034 |
274
+ | No log | 37.1667 | 446 | 0.6463 | 0.3809 | 0.6463 | 0.8039 |
275
+ | No log | 37.3333 | 448 | 0.6787 | 0.3425 | 0.6787 | 0.8238 |
276
+ | No log | 37.5 | 450 | 0.7761 | 0.3497 | 0.7761 | 0.8809 |
277
+ | No log | 37.6667 | 452 | 0.8284 | 0.3497 | 0.8284 | 0.9102 |
278
+ | No log | 37.8333 | 454 | 0.8006 | 0.3497 | 0.8006 | 0.8947 |
279
+ | No log | 38.0 | 456 | 0.7588 | 0.4444 | 0.7588 | 0.8711 |
280
+ | No log | 38.1667 | 458 | 0.6934 | 0.3990 | 0.6934 | 0.8327 |
281
+ | No log | 38.3333 | 460 | 0.6780 | 0.2872 | 0.6780 | 0.8234 |
282
+ | No log | 38.5 | 462 | 0.6991 | 0.3594 | 0.6991 | 0.8361 |
283
+ | No log | 38.6667 | 464 | 0.7614 | 0.4218 | 0.7614 | 0.8726 |
284
+ | No log | 38.8333 | 466 | 0.7904 | 0.3562 | 0.7904 | 0.8890 |
285
+ | No log | 39.0 | 468 | 0.7994 | 0.3562 | 0.7994 | 0.8941 |
286
+ | No log | 39.1667 | 470 | 0.7319 | 0.3544 | 0.7319 | 0.8555 |
287
+ | No log | 39.3333 | 472 | 0.6794 | 0.3966 | 0.6794 | 0.8242 |
288
+ | No log | 39.5 | 474 | 0.6455 | 0.3945 | 0.6455 | 0.8034 |
289
+ | No log | 39.6667 | 476 | 0.6358 | 0.3890 | 0.6358 | 0.7974 |
290
+ | No log | 39.8333 | 478 | 0.6479 | 0.4618 | 0.6479 | 0.8049 |
291
+ | No log | 40.0 | 480 | 0.6857 | 0.4602 | 0.6857 | 0.8281 |
292
+ | No log | 40.1667 | 482 | 0.7440 | 0.4827 | 0.7440 | 0.8626 |
293
+ | No log | 40.3333 | 484 | 0.7056 | 0.4602 | 0.7056 | 0.8400 |
294
+ | No log | 40.5 | 486 | 0.6529 | 0.5016 | 0.6529 | 0.8080 |
295
+ | No log | 40.6667 | 488 | 0.6286 | 0.4743 | 0.6286 | 0.7928 |
296
+ | No log | 40.8333 | 490 | 0.6377 | 0.5104 | 0.6377 | 0.7986 |
297
+ | No log | 41.0 | 492 | 0.6305 | 0.5123 | 0.6305 | 0.7940 |
298
+ | No log | 41.1667 | 494 | 0.6370 | 0.4875 | 0.6370 | 0.7981 |
299
+ | No log | 41.3333 | 496 | 0.6514 | 0.4618 | 0.6514 | 0.8071 |
300
+ | No log | 41.5 | 498 | 0.6447 | 0.4618 | 0.6447 | 0.8030 |
301
+ | 0.2704 | 41.6667 | 500 | 0.6356 | 0.4962 | 0.6356 | 0.7972 |
302
+ | 0.2704 | 41.8333 | 502 | 0.6461 | 0.4867 | 0.6461 | 0.8038 |
303
+ | 0.2704 | 42.0 | 504 | 0.6997 | 0.4144 | 0.6997 | 0.8365 |
304
+ | 0.2704 | 42.1667 | 506 | 0.7895 | 0.3754 | 0.7895 | 0.8885 |
305
+ | 0.2704 | 42.3333 | 508 | 0.7769 | 0.3754 | 0.7769 | 0.8814 |
306
+ | 0.2704 | 42.5 | 510 | 0.7050 | 0.4502 | 0.7050 | 0.8396 |
 
 
307
 
308
 
309
  ### Framework versions
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