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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_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_run3_AugV5_k2_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: 0.5431
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- - Qwk: 0.5414
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- - Mse: 0.5431
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- - Rmse: 0.7369
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  ## Model description
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@@ -47,266 +47,276 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.2222 | 2 | 2.5532 | 0.0231 | 2.5532 | 1.5979 |
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- | No log | 0.4444 | 4 | 1.2769 | 0.0750 | 1.2769 | 1.1300 |
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- | No log | 0.6667 | 6 | 0.8505 | 0.0944 | 0.8505 | 0.9222 |
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- | No log | 0.8889 | 8 | 0.7176 | 0.0889 | 0.7176 | 0.8471 |
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- | No log | 1.1111 | 10 | 0.6907 | 0.0898 | 0.6907 | 0.8311 |
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- | No log | 1.3333 | 12 | 0.6718 | 0.1315 | 0.6718 | 0.8196 |
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- | No log | 1.5556 | 14 | 0.6262 | 0.0810 | 0.6262 | 0.7913 |
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- | No log | 1.7778 | 16 | 0.6186 | 0.1700 | 0.6186 | 0.7865 |
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- | No log | 2.0 | 18 | 0.6140 | 0.1700 | 0.6140 | 0.7836 |
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- | No log | 2.2222 | 20 | 0.6039 | 0.1267 | 0.6039 | 0.7771 |
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- | No log | 2.4444 | 22 | 0.6191 | 0.1633 | 0.6191 | 0.7869 |
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- | No log | 2.6667 | 24 | 0.7428 | 0.0535 | 0.7428 | 0.8619 |
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- | No log | 2.8889 | 26 | 0.7996 | 0.2087 | 0.7996 | 0.8942 |
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- | No log | 3.1111 | 28 | 0.7181 | 0.2087 | 0.7181 | 0.8474 |
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- | No log | 3.3333 | 30 | 0.6703 | 0.2341 | 0.6703 | 0.8187 |
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- | No log | 3.5556 | 32 | 0.6082 | 0.3831 | 0.6082 | 0.7799 |
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- | No log | 3.7778 | 34 | 0.5927 | 0.4307 | 0.5927 | 0.7698 |
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- | No log | 4.0 | 36 | 0.5980 | 0.4193 | 0.5980 | 0.7733 |
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- | No log | 4.2222 | 38 | 0.5624 | 0.4555 | 0.5624 | 0.7500 |
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- | No log | 4.4444 | 40 | 0.5557 | 0.4402 | 0.5557 | 0.7455 |
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- | No log | 4.6667 | 42 | 0.6168 | 0.5211 | 0.6168 | 0.7854 |
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- | No log | 4.8889 | 44 | 0.5416 | 0.5725 | 0.5416 | 0.7360 |
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- | No log | 5.1111 | 46 | 0.6155 | 0.5498 | 0.6155 | 0.7845 |
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- | No log | 5.3333 | 48 | 0.7076 | 0.4261 | 0.7076 | 0.8412 |
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- | No log | 5.5556 | 50 | 0.8079 | 0.3845 | 0.8079 | 0.8988 |
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- | No log | 5.7778 | 52 | 0.5847 | 0.4935 | 0.5847 | 0.7647 |
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- | No log | 6.0 | 54 | 0.6084 | 0.5293 | 0.6084 | 0.7800 |
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- | No log | 6.2222 | 56 | 0.5565 | 0.5214 | 0.5565 | 0.7460 |
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- | No log | 6.4444 | 58 | 0.5861 | 0.4448 | 0.5861 | 0.7655 |
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- | No log | 6.6667 | 60 | 0.5651 | 0.4444 | 0.5651 | 0.7517 |
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- | No log | 6.8889 | 62 | 0.7047 | 0.4496 | 0.7047 | 0.8395 |
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- | No log | 7.1111 | 64 | 0.7583 | 0.5139 | 0.7583 | 0.8708 |
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- | No log | 7.3333 | 66 | 0.5842 | 0.5442 | 0.5842 | 0.7644 |
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- | No log | 7.5556 | 68 | 0.5345 | 0.5815 | 0.5345 | 0.7311 |
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- | No log | 7.7778 | 70 | 0.5890 | 0.4580 | 0.5890 | 0.7674 |
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- | No log | 8.0 | 72 | 0.5853 | 0.4892 | 0.5853 | 0.7651 |
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- | No log | 8.2222 | 74 | 0.5618 | 0.4118 | 0.5618 | 0.7495 |
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- | No log | 8.4444 | 76 | 0.5505 | 0.5639 | 0.5505 | 0.7420 |
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- | No log | 8.6667 | 78 | 0.7246 | 0.5402 | 0.7246 | 0.8512 |
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- | No log | 8.8889 | 80 | 0.8060 | 0.5043 | 0.8060 | 0.8978 |
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- | No log | 9.1111 | 82 | 0.6126 | 0.5758 | 0.6126 | 0.7827 |
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- | No log | 9.3333 | 84 | 0.5758 | 0.4425 | 0.5758 | 0.7588 |
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- | No log | 9.5556 | 86 | 0.7671 | 0.4830 | 0.7671 | 0.8758 |
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- | No log | 9.7778 | 88 | 0.6627 | 0.4032 | 0.6627 | 0.8140 |
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- | No log | 10.0 | 90 | 0.4962 | 0.5951 | 0.4962 | 0.7044 |
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- | No log | 10.2222 | 92 | 0.7324 | 0.4940 | 0.7324 | 0.8558 |
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- | No log | 10.4444 | 94 | 0.8149 | 0.4039 | 0.8149 | 0.9027 |
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- | No log | 10.6667 | 96 | 0.5922 | 0.4925 | 0.5922 | 0.7696 |
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- | No log | 10.8889 | 98 | 0.5526 | 0.3675 | 0.5526 | 0.7434 |
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- | No log | 11.1111 | 100 | 0.5979 | 0.3934 | 0.5979 | 0.7733 |
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- | No log | 11.3333 | 102 | 0.5793 | 0.3988 | 0.5793 | 0.7611 |
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- | No log | 11.5556 | 104 | 0.5692 | 0.5195 | 0.5692 | 0.7545 |
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- | No log | 11.7778 | 106 | 0.5559 | 0.4639 | 0.5559 | 0.7456 |
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- | No log | 12.0 | 108 | 0.5429 | 0.4659 | 0.5429 | 0.7368 |
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- | No log | 12.2222 | 110 | 0.6223 | 0.5085 | 0.6223 | 0.7889 |
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- | No log | 12.4444 | 112 | 0.7050 | 0.3988 | 0.7050 | 0.8396 |
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- | No log | 12.6667 | 114 | 0.7136 | 0.4204 | 0.7136 | 0.8447 |
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- | No log | 12.8889 | 116 | 0.5628 | 0.5286 | 0.5628 | 0.7502 |
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- | No log | 13.1111 | 118 | 0.5769 | 0.5758 | 0.5769 | 0.7595 |
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- | No log | 13.3333 | 120 | 0.5422 | 0.6058 | 0.5422 | 0.7363 |
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- | No log | 13.5556 | 122 | 0.5678 | 0.5348 | 0.5678 | 0.7535 |
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- | No log | 13.7778 | 124 | 0.7728 | 0.4277 | 0.7728 | 0.8791 |
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- | No log | 14.0 | 126 | 0.7211 | 0.4367 | 0.7211 | 0.8492 |
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- | No log | 14.2222 | 128 | 0.5503 | 0.4879 | 0.5503 | 0.7418 |
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- | No log | 14.4444 | 130 | 0.5384 | 0.6348 | 0.5384 | 0.7338 |
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- | No log | 14.6667 | 132 | 0.5641 | 0.6333 | 0.5641 | 0.7511 |
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- | No log | 14.8889 | 134 | 0.5756 | 0.6122 | 0.5756 | 0.7587 |
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- | No log | 15.1111 | 136 | 0.5283 | 0.6242 | 0.5283 | 0.7269 |
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- | No log | 15.3333 | 138 | 0.5555 | 0.4302 | 0.5555 | 0.7453 |
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- | No log | 15.5556 | 140 | 0.5459 | 0.5797 | 0.5459 | 0.7389 |
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- | No log | 15.7778 | 142 | 0.5420 | 0.5170 | 0.5420 | 0.7362 |
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- | No log | 16.0 | 144 | 0.5604 | 0.5228 | 0.5604 | 0.7486 |
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- | No log | 16.2222 | 146 | 0.6050 | 0.4513 | 0.6050 | 0.7778 |
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- | No log | 16.4444 | 148 | 0.5495 | 0.5648 | 0.5495 | 0.7413 |
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- | No log | 16.6667 | 150 | 0.5732 | 0.5212 | 0.5732 | 0.7571 |
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- | No log | 16.8889 | 152 | 0.5980 | 0.4616 | 0.5980 | 0.7733 |
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- | No log | 17.1111 | 154 | 0.5349 | 0.5505 | 0.5349 | 0.7314 |
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- | No log | 17.3333 | 156 | 0.5954 | 0.6122 | 0.5954 | 0.7716 |
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- | No log | 17.5556 | 158 | 0.5910 | 0.6122 | 0.5910 | 0.7688 |
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- | No log | 17.7778 | 160 | 0.5404 | 0.6353 | 0.5404 | 0.7351 |
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- | No log | 18.0 | 162 | 0.5463 | 0.6353 | 0.5463 | 0.7391 |
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- | No log | 18.2222 | 164 | 0.5808 | 0.6239 | 0.5808 | 0.7621 |
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- | No log | 18.4444 | 166 | 0.6402 | 0.5470 | 0.6402 | 0.8001 |
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- | No log | 18.6667 | 168 | 0.6551 | 0.5326 | 0.6551 | 0.8094 |
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- | No log | 18.8889 | 170 | 0.5974 | 0.5426 | 0.5974 | 0.7729 |
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- | No log | 19.1111 | 172 | 0.5485 | 0.5533 | 0.5485 | 0.7406 |
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- | No log | 19.3333 | 174 | 0.5427 | 0.5396 | 0.5427 | 0.7367 |
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- | No log | 19.5556 | 176 | 0.5516 | 0.5289 | 0.5516 | 0.7427 |
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- | No log | 19.7778 | 178 | 0.5747 | 0.5195 | 0.5747 | 0.7581 |
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- | No log | 20.0 | 180 | 0.5679 | 0.5437 | 0.5679 | 0.7536 |
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- | No log | 20.2222 | 182 | 0.5624 | 0.5572 | 0.5624 | 0.7499 |
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- | No log | 20.4444 | 184 | 0.6992 | 0.4836 | 0.6992 | 0.8362 |
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- | No log | 20.6667 | 186 | 0.8940 | 0.4277 | 0.8940 | 0.9455 |
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- | No log | 20.8889 | 188 | 0.8628 | 0.4074 | 0.8628 | 0.9289 |
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- | No log | 21.1111 | 190 | 0.6797 | 0.4462 | 0.6797 | 0.8244 |
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- | No log | 21.3333 | 192 | 0.5456 | 0.4752 | 0.5456 | 0.7386 |
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- | No log | 21.5556 | 194 | 0.5646 | 0.5228 | 0.5646 | 0.7514 |
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- | No log | 21.7778 | 196 | 0.7163 | 0.4552 | 0.7163 | 0.8464 |
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- | No log | 22.0 | 198 | 0.7092 | 0.4592 | 0.7092 | 0.8422 |
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- | No log | 22.2222 | 200 | 0.6044 | 0.4592 | 0.6044 | 0.7774 |
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- | No log | 22.4444 | 202 | 0.5643 | 0.4847 | 0.5643 | 0.7512 |
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- | No log | 22.6667 | 204 | 0.6131 | 0.4507 | 0.6131 | 0.7830 |
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- | No log | 22.8889 | 206 | 0.6479 | 0.4556 | 0.6479 | 0.8049 |
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- | No log | 23.1111 | 208 | 0.5945 | 0.5106 | 0.5945 | 0.7710 |
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- | No log | 23.3333 | 210 | 0.5330 | 0.5868 | 0.5330 | 0.7301 |
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- | No log | 23.5556 | 212 | 0.5212 | 0.6174 | 0.5212 | 0.7220 |
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- | No log | 23.7778 | 214 | 0.5256 | 0.6463 | 0.5256 | 0.7250 |
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- | No log | 24.0 | 216 | 0.5231 | 0.5916 | 0.5231 | 0.7233 |
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- | No log | 24.2222 | 218 | 0.5644 | 0.5599 | 0.5644 | 0.7513 |
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- | No log | 24.4444 | 220 | 0.6258 | 0.5032 | 0.6258 | 0.7911 |
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- | No log | 24.6667 | 222 | 0.6079 | 0.4651 | 0.6079 | 0.7797 |
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- | No log | 24.8889 | 224 | 0.5008 | 0.5718 | 0.5008 | 0.7077 |
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- | No log | 25.1111 | 226 | 0.4630 | 0.5732 | 0.4630 | 0.6805 |
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- | No log | 25.3333 | 228 | 0.4864 | 0.5131 | 0.4864 | 0.6974 |
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- | No log | 25.5556 | 230 | 0.4663 | 0.5995 | 0.4663 | 0.6829 |
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- | No log | 25.7778 | 232 | 0.4598 | 0.6667 | 0.4598 | 0.6781 |
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- | No log | 26.0 | 234 | 0.4739 | 0.7101 | 0.4739 | 0.6884 |
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- | No log | 26.2222 | 236 | 0.4870 | 0.5729 | 0.4870 | 0.6978 |
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- | No log | 26.4444 | 238 | 0.5511 | 0.5683 | 0.5511 | 0.7424 |
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- | No log | 26.6667 | 240 | 0.5425 | 0.5732 | 0.5425 | 0.7366 |
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- | No log | 26.8889 | 242 | 0.5098 | 0.6160 | 0.5098 | 0.7140 |
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- | No log | 27.1111 | 244 | 0.5257 | 0.5237 | 0.5257 | 0.7250 |
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- | No log | 27.3333 | 246 | 0.5629 | 0.5486 | 0.5629 | 0.7503 |
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- | No log | 27.5556 | 248 | 0.5414 | 0.5368 | 0.5414 | 0.7358 |
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- | No log | 27.7778 | 250 | 0.5177 | 0.5057 | 0.5177 | 0.7195 |
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- | No log | 28.0 | 252 | 0.5162 | 0.4991 | 0.5162 | 0.7185 |
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- | No log | 28.2222 | 254 | 0.5073 | 0.5286 | 0.5073 | 0.7122 |
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- | No log | 28.4444 | 256 | 0.5048 | 0.5815 | 0.5048 | 0.7105 |
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- | No log | 28.6667 | 258 | 0.5077 | 0.5143 | 0.5077 | 0.7125 |
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- | No log | 28.8889 | 260 | 0.5407 | 0.5498 | 0.5407 | 0.7353 |
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- | No log | 29.1111 | 262 | 0.5835 | 0.5046 | 0.5835 | 0.7639 |
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- | No log | 29.3333 | 264 | 0.5694 | 0.5168 | 0.5694 | 0.7546 |
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- | No log | 29.5556 | 266 | 0.5075 | 0.5854 | 0.5075 | 0.7124 |
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- | No log | 29.7778 | 268 | 0.5001 | 0.5488 | 0.5001 | 0.7071 |
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- | No log | 30.0 | 270 | 0.5252 | 0.5894 | 0.5252 | 0.7247 |
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- | No log | 30.2222 | 272 | 0.5380 | 0.5867 | 0.5380 | 0.7335 |
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- | No log | 30.4444 | 274 | 0.5157 | 0.5076 | 0.5157 | 0.7181 |
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- | No log | 30.6667 | 276 | 0.5354 | 0.5812 | 0.5354 | 0.7317 |
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- | No log | 30.8889 | 278 | 0.5581 | 0.5200 | 0.5581 | 0.7471 |
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- | No log | 31.1111 | 280 | 0.5299 | 0.5368 | 0.5299 | 0.7280 |
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- | No log | 31.3333 | 282 | 0.5193 | 0.5941 | 0.5193 | 0.7206 |
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- | No log | 31.5556 | 284 | 0.5272 | 0.5723 | 0.5272 | 0.7261 |
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- | No log | 31.7778 | 286 | 0.5232 | 0.5909 | 0.5232 | 0.7233 |
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- | No log | 32.0 | 288 | 0.5038 | 0.6530 | 0.5038 | 0.7098 |
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- | No log | 32.2222 | 290 | 0.5013 | 0.5993 | 0.5013 | 0.7081 |
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- | No log | 32.4444 | 292 | 0.4954 | 0.5915 | 0.4954 | 0.7038 |
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- | No log | 32.6667 | 294 | 0.5124 | 0.5868 | 0.5124 | 0.7158 |
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- | No log | 32.8889 | 296 | 0.5614 | 0.4690 | 0.5614 | 0.7493 |
200
- | No log | 33.1111 | 298 | 0.5589 | 0.4634 | 0.5589 | 0.7476 |
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- | No log | 33.3333 | 300 | 0.5741 | 0.4794 | 0.5741 | 0.7577 |
202
- | No log | 33.5556 | 302 | 0.6015 | 0.4890 | 0.6015 | 0.7756 |
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- | No log | 33.7778 | 304 | 0.5802 | 0.5166 | 0.5802 | 0.7617 |
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- | No log | 34.0 | 306 | 0.5517 | 0.5560 | 0.5517 | 0.7428 |
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- | No log | 34.2222 | 308 | 0.5136 | 0.6686 | 0.5136 | 0.7167 |
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- | No log | 34.4444 | 310 | 0.5011 | 0.6593 | 0.5011 | 0.7079 |
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- | No log | 34.6667 | 312 | 0.4965 | 0.6333 | 0.4965 | 0.7046 |
208
- | No log | 34.8889 | 314 | 0.5309 | 0.5315 | 0.5309 | 0.7286 |
209
- | No log | 35.1111 | 316 | 0.5513 | 0.5528 | 0.5513 | 0.7425 |
210
- | No log | 35.3333 | 318 | 0.5538 | 0.5184 | 0.5538 | 0.7442 |
211
- | No log | 35.5556 | 320 | 0.5852 | 0.4851 | 0.5852 | 0.7650 |
212
- | No log | 35.7778 | 322 | 0.5561 | 0.5184 | 0.5561 | 0.7457 |
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- | No log | 36.0 | 324 | 0.5031 | 0.6672 | 0.5031 | 0.7093 |
214
- | No log | 36.2222 | 326 | 0.5177 | 0.6730 | 0.5177 | 0.7195 |
215
- | No log | 36.4444 | 328 | 0.5164 | 0.6730 | 0.5164 | 0.7186 |
216
- | No log | 36.6667 | 330 | 0.5081 | 0.6753 | 0.5081 | 0.7128 |
217
- | No log | 36.8889 | 332 | 0.5502 | 0.5407 | 0.5502 | 0.7417 |
218
- | No log | 37.1111 | 334 | 0.5831 | 0.4794 | 0.5831 | 0.7636 |
219
- | No log | 37.3333 | 336 | 0.5470 | 0.4969 | 0.5470 | 0.7396 |
220
- | No log | 37.5556 | 338 | 0.5093 | 0.6289 | 0.5093 | 0.7137 |
221
- | No log | 37.7778 | 340 | 0.5209 | 0.5218 | 0.5209 | 0.7217 |
222
- | No log | 38.0 | 342 | 0.5305 | 0.5488 | 0.5305 | 0.7283 |
223
- | No log | 38.2222 | 344 | 0.5217 | 0.6564 | 0.5217 | 0.7223 |
224
- | No log | 38.4444 | 346 | 0.5317 | 0.5916 | 0.5317 | 0.7291 |
225
- | No log | 38.6667 | 348 | 0.5397 | 0.5809 | 0.5397 | 0.7346 |
226
- | No log | 38.8889 | 350 | 0.5313 | 0.6257 | 0.5313 | 0.7289 |
227
- | No log | 39.1111 | 352 | 0.5246 | 0.6146 | 0.5246 | 0.7243 |
228
- | No log | 39.3333 | 354 | 0.5237 | 0.5373 | 0.5237 | 0.7237 |
229
- | No log | 39.5556 | 356 | 0.5281 | 0.5961 | 0.5281 | 0.7267 |
230
- | No log | 39.7778 | 358 | 0.5213 | 0.5770 | 0.5213 | 0.7220 |
231
- | No log | 40.0 | 360 | 0.5166 | 0.5956 | 0.5166 | 0.7187 |
232
- | No log | 40.2222 | 362 | 0.5143 | 0.5956 | 0.5143 | 0.7171 |
233
- | No log | 40.4444 | 364 | 0.5081 | 0.5956 | 0.5081 | 0.7128 |
234
- | No log | 40.6667 | 366 | 0.5041 | 0.6351 | 0.5041 | 0.7100 |
235
- | No log | 40.8889 | 368 | 0.5028 | 0.5860 | 0.5028 | 0.7091 |
236
- | No log | 41.1111 | 370 | 0.5026 | 0.5782 | 0.5026 | 0.7089 |
237
- | No log | 41.3333 | 372 | 0.5015 | 0.6018 | 0.5015 | 0.7082 |
238
- | No log | 41.5556 | 374 | 0.5046 | 0.6018 | 0.5046 | 0.7104 |
239
- | No log | 41.7778 | 376 | 0.5023 | 0.5687 | 0.5023 | 0.7087 |
240
- | No log | 42.0 | 378 | 0.5268 | 0.4895 | 0.5268 | 0.7258 |
241
- | No log | 42.2222 | 380 | 0.5621 | 0.4765 | 0.5621 | 0.7497 |
242
- | No log | 42.4444 | 382 | 0.5577 | 0.4429 | 0.5577 | 0.7468 |
243
- | No log | 42.6667 | 384 | 0.5222 | 0.5449 | 0.5222 | 0.7227 |
244
- | No log | 42.8889 | 386 | 0.4858 | 0.6439 | 0.4858 | 0.6970 |
245
- | No log | 43.1111 | 388 | 0.4928 | 0.6214 | 0.4928 | 0.7020 |
246
- | No log | 43.3333 | 390 | 0.5045 | 0.6087 | 0.5045 | 0.7103 |
247
- | No log | 43.5556 | 392 | 0.5261 | 0.5894 | 0.5261 | 0.7253 |
248
- | No log | 43.7778 | 394 | 0.5190 | 0.6214 | 0.5190 | 0.7204 |
249
- | No log | 44.0 | 396 | 0.5207 | 0.6563 | 0.5207 | 0.7216 |
250
- | No log | 44.2222 | 398 | 0.5645 | 0.5344 | 0.5645 | 0.7513 |
251
- | No log | 44.4444 | 400 | 0.5824 | 0.4843 | 0.5824 | 0.7632 |
252
- | No log | 44.6667 | 402 | 0.5591 | 0.4935 | 0.5591 | 0.7477 |
253
- | No log | 44.8889 | 404 | 0.5292 | 0.5125 | 0.5292 | 0.7275 |
254
- | No log | 45.1111 | 406 | 0.5302 | 0.6087 | 0.5302 | 0.7281 |
255
- | No log | 45.3333 | 408 | 0.5458 | 0.5639 | 0.5458 | 0.7388 |
256
- | No log | 45.5556 | 410 | 0.5362 | 0.5420 | 0.5362 | 0.7323 |
257
- | No log | 45.7778 | 412 | 0.5267 | 0.5289 | 0.5267 | 0.7257 |
258
- | No log | 46.0 | 414 | 0.5143 | 0.5533 | 0.5143 | 0.7171 |
259
- | No log | 46.2222 | 416 | 0.5074 | 0.6010 | 0.5074 | 0.7123 |
260
- | No log | 46.4444 | 418 | 0.5114 | 0.6060 | 0.5114 | 0.7151 |
261
- | No log | 46.6667 | 420 | 0.5399 | 0.4997 | 0.5399 | 0.7348 |
262
- | No log | 46.8889 | 422 | 0.5577 | 0.5363 | 0.5577 | 0.7468 |
263
- | No log | 47.1111 | 424 | 0.5404 | 0.5692 | 0.5404 | 0.7351 |
264
- | No log | 47.3333 | 426 | 0.5119 | 0.5809 | 0.5119 | 0.7155 |
265
- | No log | 47.5556 | 428 | 0.4990 | 0.5939 | 0.4990 | 0.7064 |
266
- | No log | 47.7778 | 430 | 0.4975 | 0.6111 | 0.4975 | 0.7054 |
267
- | No log | 48.0 | 432 | 0.5018 | 0.5732 | 0.5018 | 0.7083 |
268
- | No log | 48.2222 | 434 | 0.5057 | 0.5485 | 0.5057 | 0.7111 |
269
- | No log | 48.4444 | 436 | 0.5049 | 0.5485 | 0.5049 | 0.7105 |
270
- | No log | 48.6667 | 438 | 0.5094 | 0.5485 | 0.5094 | 0.7137 |
271
- | No log | 48.8889 | 440 | 0.5355 | 0.5516 | 0.5355 | 0.7318 |
272
- | No log | 49.1111 | 442 | 0.5386 | 0.5271 | 0.5386 | 0.7339 |
273
- | No log | 49.3333 | 444 | 0.5052 | 0.5768 | 0.5052 | 0.7108 |
274
- | No log | 49.5556 | 446 | 0.4925 | 0.6435 | 0.4925 | 0.7018 |
275
- | No log | 49.7778 | 448 | 0.5191 | 0.4869 | 0.5191 | 0.7205 |
276
- | No log | 50.0 | 450 | 0.5461 | 0.4389 | 0.5461 | 0.7390 |
277
- | No log | 50.2222 | 452 | 0.5371 | 0.4584 | 0.5371 | 0.7328 |
278
- | No log | 50.4444 | 454 | 0.5104 | 0.4657 | 0.5104 | 0.7144 |
279
- | No log | 50.6667 | 456 | 0.5003 | 0.5182 | 0.5003 | 0.7073 |
280
- | No log | 50.8889 | 458 | 0.5056 | 0.5467 | 0.5056 | 0.7110 |
281
- | No log | 51.1111 | 460 | 0.5114 | 0.5036 | 0.5114 | 0.7151 |
282
- | No log | 51.3333 | 462 | 0.5042 | 0.5467 | 0.5042 | 0.7101 |
283
- | No log | 51.5556 | 464 | 0.5082 | 0.5305 | 0.5082 | 0.7129 |
284
- | No log | 51.7778 | 466 | 0.5509 | 0.4908 | 0.5509 | 0.7422 |
285
- | No log | 52.0 | 468 | 0.5990 | 0.4321 | 0.5990 | 0.7740 |
286
- | No log | 52.2222 | 470 | 0.5817 | 0.4949 | 0.5817 | 0.7627 |
287
- | No log | 52.4444 | 472 | 0.5448 | 0.5153 | 0.5448 | 0.7381 |
288
- | No log | 52.6667 | 474 | 0.5205 | 0.5182 | 0.5205 | 0.7214 |
289
- | No log | 52.8889 | 476 | 0.5070 | 0.5503 | 0.5070 | 0.7121 |
290
- | No log | 53.1111 | 478 | 0.5146 | 0.5467 | 0.5146 | 0.7173 |
291
- | No log | 53.3333 | 480 | 0.5245 | 0.5036 | 0.5245 | 0.7242 |
292
- | No log | 53.5556 | 482 | 0.5140 | 0.5036 | 0.5140 | 0.7169 |
293
- | No log | 53.7778 | 484 | 0.5057 | 0.5326 | 0.5057 | 0.7112 |
294
- | No log | 54.0 | 486 | 0.5193 | 0.5538 | 0.5193 | 0.7206 |
295
- | No log | 54.2222 | 488 | 0.5314 | 0.5283 | 0.5314 | 0.7290 |
296
- | No log | 54.4444 | 490 | 0.5384 | 0.4821 | 0.5384 | 0.7338 |
297
- | No log | 54.6667 | 492 | 0.5332 | 0.5046 | 0.5332 | 0.7302 |
298
- | No log | 54.8889 | 494 | 0.5141 | 0.5765 | 0.5141 | 0.7170 |
299
- | No log | 55.1111 | 496 | 0.5050 | 0.6620 | 0.5050 | 0.7106 |
300
- | No log | 55.3333 | 498 | 0.5158 | 0.6004 | 0.5158 | 0.7182 |
301
- | 0.2286 | 55.5556 | 500 | 0.5303 | 0.5867 | 0.5303 | 0.7282 |
302
- | 0.2286 | 55.7778 | 502 | 0.5269 | 0.5639 | 0.5269 | 0.7259 |
303
- | 0.2286 | 56.0 | 504 | 0.5135 | 0.6087 | 0.5135 | 0.7166 |
304
- | 0.2286 | 56.2222 | 506 | 0.5022 | 0.6201 | 0.5022 | 0.7087 |
305
- | 0.2286 | 56.4444 | 508 | 0.5106 | 0.5507 | 0.5106 | 0.7146 |
306
- | 0.2286 | 56.6667 | 510 | 0.5499 | 0.5414 | 0.5499 | 0.7415 |
307
- | 0.2286 | 56.8889 | 512 | 0.5763 | 0.4952 | 0.5763 | 0.7592 |
308
- | 0.2286 | 57.1111 | 514 | 0.5733 | 0.4952 | 0.5733 | 0.7572 |
309
- | 0.2286 | 57.3333 | 516 | 0.5431 | 0.5414 | 0.5431 | 0.7369 |
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_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_run3_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: 0.6529
19
+ - Qwk: 0.4704
20
+ - Mse: 0.6529
21
+ - Rmse: 0.8080
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1667 | 2 | 2.4203 | -0.0136 | 2.4203 | 1.5557 |
53
+ | No log | 0.3333 | 4 | 1.2344 | 0.0487 | 1.2344 | 1.1110 |
54
+ | No log | 0.5 | 6 | 0.8379 | 0.0937 | 0.8379 | 0.9154 |
55
+ | No log | 0.6667 | 8 | 0.9440 | -0.0511 | 0.9440 | 0.9716 |
56
+ | No log | 0.8333 | 10 | 0.9495 | 0.1869 | 0.9495 | 0.9744 |
57
+ | No log | 1.0 | 12 | 0.9860 | 0.2504 | 0.9860 | 0.9930 |
58
+ | No log | 1.1667 | 14 | 0.9714 | 0.2504 | 0.9714 | 0.9856 |
59
+ | No log | 1.3333 | 16 | 1.0289 | 0.1795 | 1.0289 | 1.0143 |
60
+ | No log | 1.5 | 18 | 0.9392 | 0.3110 | 0.9392 | 0.9691 |
61
+ | No log | 1.6667 | 20 | 0.9112 | 0.1918 | 0.9112 | 0.9546 |
62
+ | No log | 1.8333 | 22 | 0.8928 | -0.0483 | 0.8928 | 0.9449 |
63
+ | No log | 2.0 | 24 | 1.0556 | -0.0785 | 1.0556 | 1.0274 |
64
+ | No log | 2.1667 | 26 | 0.9367 | 0.0053 | 0.9367 | 0.9678 |
65
+ | No log | 2.3333 | 28 | 0.8338 | 0.0053 | 0.8338 | 0.9131 |
66
+ | No log | 2.5 | 30 | 0.8608 | 0.0053 | 0.8608 | 0.9278 |
67
+ | No log | 2.6667 | 32 | 0.8317 | 0.0 | 0.8317 | 0.9120 |
68
+ | No log | 2.8333 | 34 | 0.7743 | 0.0 | 0.7743 | 0.8799 |
69
+ | No log | 3.0 | 36 | 0.7558 | 0.0 | 0.7558 | 0.8694 |
70
+ | No log | 3.1667 | 38 | 0.7315 | 0.1007 | 0.7315 | 0.8552 |
71
+ | No log | 3.3333 | 40 | 0.7671 | 0.2817 | 0.7671 | 0.8758 |
72
+ | No log | 3.5 | 42 | 0.7384 | 0.2085 | 0.7384 | 0.8593 |
73
+ | No log | 3.6667 | 44 | 0.7325 | 0.0840 | 0.7325 | 0.8559 |
74
+ | No log | 3.8333 | 46 | 0.7585 | 0.0840 | 0.7585 | 0.8709 |
75
+ | No log | 4.0 | 48 | 0.7519 | 0.0840 | 0.7519 | 0.8671 |
76
+ | No log | 4.1667 | 50 | 0.7033 | 0.0428 | 0.7033 | 0.8386 |
77
+ | No log | 4.3333 | 52 | 0.6914 | 0.0428 | 0.6914 | 0.8315 |
78
+ | No log | 4.5 | 54 | 0.6767 | 0.1327 | 0.6767 | 0.8226 |
79
+ | No log | 4.6667 | 56 | 0.6413 | 0.1604 | 0.6413 | 0.8008 |
80
+ | No log | 4.8333 | 58 | 0.6414 | 0.2002 | 0.6414 | 0.8008 |
81
+ | No log | 5.0 | 60 | 0.6290 | 0.2374 | 0.6290 | 0.7931 |
82
+ | No log | 5.1667 | 62 | 0.6587 | 0.1646 | 0.6587 | 0.8116 |
83
+ | No log | 5.3333 | 64 | 0.6825 | 0.1702 | 0.6825 | 0.8261 |
84
+ | No log | 5.5 | 66 | 0.6464 | 0.1702 | 0.6464 | 0.8040 |
85
+ | No log | 5.6667 | 68 | 0.5854 | 0.3745 | 0.5854 | 0.7651 |
86
+ | No log | 5.8333 | 70 | 0.6351 | 0.3032 | 0.6351 | 0.7969 |
87
+ | No log | 6.0 | 72 | 0.6510 | 0.3302 | 0.6510 | 0.8069 |
88
+ | No log | 6.1667 | 74 | 0.5977 | 0.3267 | 0.5977 | 0.7731 |
89
+ | No log | 6.3333 | 76 | 0.5839 | 0.4034 | 0.5839 | 0.7642 |
90
+ | No log | 6.5 | 78 | 0.5717 | 0.4634 | 0.5717 | 0.7561 |
91
+ | No log | 6.6667 | 80 | 0.5667 | 0.4354 | 0.5667 | 0.7528 |
92
+ | No log | 6.8333 | 82 | 0.5616 | 0.4908 | 0.5616 | 0.7494 |
93
+ | No log | 7.0 | 84 | 0.5783 | 0.5405 | 0.5783 | 0.7604 |
94
+ | No log | 7.1667 | 86 | 0.5706 | 0.5728 | 0.5706 | 0.7554 |
95
+ | No log | 7.3333 | 88 | 0.5650 | 0.5521 | 0.5650 | 0.7517 |
96
+ | No log | 7.5 | 90 | 0.5678 | 0.5095 | 0.5678 | 0.7535 |
97
+ | No log | 7.6667 | 92 | 0.5805 | 0.5095 | 0.5805 | 0.7619 |
98
+ | No log | 7.8333 | 94 | 0.5936 | 0.6001 | 0.5936 | 0.7704 |
99
+ | No log | 8.0 | 96 | 0.6588 | 0.4329 | 0.6588 | 0.8116 |
100
+ | No log | 8.1667 | 98 | 0.5898 | 0.5763 | 0.5898 | 0.7680 |
101
+ | No log | 8.3333 | 100 | 0.5752 | 0.4837 | 0.5752 | 0.7584 |
102
+ | No log | 8.5 | 102 | 0.6297 | 0.4134 | 0.6297 | 0.7935 |
103
+ | No log | 8.6667 | 104 | 0.6748 | 0.3544 | 0.6748 | 0.8214 |
104
+ | No log | 8.8333 | 106 | 0.6565 | 0.4007 | 0.6565 | 0.8103 |
105
+ | No log | 9.0 | 108 | 0.6681 | 0.4007 | 0.6681 | 0.8174 |
106
+ | No log | 9.1667 | 110 | 0.6724 | 0.4642 | 0.6724 | 0.8200 |
107
+ | No log | 9.3333 | 112 | 0.6656 | 0.5272 | 0.6656 | 0.8159 |
108
+ | No log | 9.5 | 114 | 0.6449 | 0.5289 | 0.6449 | 0.8031 |
109
+ | No log | 9.6667 | 116 | 0.6606 | 0.4663 | 0.6606 | 0.8128 |
110
+ | No log | 9.8333 | 118 | 0.6667 | 0.4663 | 0.6667 | 0.8165 |
111
+ | No log | 10.0 | 120 | 0.6230 | 0.5322 | 0.6230 | 0.7893 |
112
+ | No log | 10.1667 | 122 | 0.6256 | 0.5125 | 0.6256 | 0.7909 |
113
+ | No log | 10.3333 | 124 | 0.6397 | 0.5125 | 0.6397 | 0.7998 |
114
+ | No log | 10.5 | 126 | 0.6115 | 0.5753 | 0.6115 | 0.7820 |
115
+ | No log | 10.6667 | 128 | 0.6398 | 0.4663 | 0.6398 | 0.7999 |
116
+ | No log | 10.8333 | 130 | 0.6148 | 0.4872 | 0.6148 | 0.7841 |
117
+ | No log | 11.0 | 132 | 0.6157 | 0.4937 | 0.6157 | 0.7847 |
118
+ | No log | 11.1667 | 134 | 0.6388 | 0.4800 | 0.6388 | 0.7992 |
119
+ | No log | 11.3333 | 136 | 0.5981 | 0.4582 | 0.5981 | 0.7734 |
120
+ | No log | 11.5 | 138 | 0.6746 | 0.4447 | 0.6746 | 0.8213 |
121
+ | No log | 11.6667 | 140 | 0.6052 | 0.4740 | 0.6052 | 0.7779 |
122
+ | No log | 11.8333 | 142 | 0.5820 | 0.5714 | 0.5820 | 0.7629 |
123
+ | No log | 12.0 | 144 | 0.5936 | 0.4958 | 0.5936 | 0.7704 |
124
+ | No log | 12.1667 | 146 | 0.5709 | 0.5508 | 0.5709 | 0.7556 |
125
+ | No log | 12.3333 | 148 | 0.5671 | 0.5003 | 0.5671 | 0.7530 |
126
+ | No log | 12.5 | 150 | 0.6155 | 0.4441 | 0.6155 | 0.7845 |
127
+ | No log | 12.6667 | 152 | 0.6557 | 0.5126 | 0.6557 | 0.8097 |
128
+ | No log | 12.8333 | 154 | 0.5576 | 0.5324 | 0.5576 | 0.7468 |
129
+ | No log | 13.0 | 156 | 0.5220 | 0.5874 | 0.5220 | 0.7225 |
130
+ | No log | 13.1667 | 158 | 0.5374 | 0.5812 | 0.5374 | 0.7331 |
131
+ | No log | 13.3333 | 160 | 0.5203 | 0.6170 | 0.5203 | 0.7213 |
132
+ | No log | 13.5 | 162 | 0.5851 | 0.5521 | 0.5851 | 0.7649 |
133
+ | No log | 13.6667 | 164 | 0.7356 | 0.4577 | 0.7356 | 0.8577 |
134
+ | No log | 13.8333 | 166 | 0.6129 | 0.5508 | 0.6129 | 0.7829 |
135
+ | No log | 14.0 | 168 | 0.5204 | 0.5897 | 0.5204 | 0.7214 |
136
+ | No log | 14.1667 | 170 | 0.5271 | 0.5923 | 0.5271 | 0.7260 |
137
+ | No log | 14.3333 | 172 | 0.6438 | 0.4888 | 0.6438 | 0.8024 |
138
+ | No log | 14.5 | 174 | 0.6971 | 0.5043 | 0.6971 | 0.8349 |
139
+ | No log | 14.6667 | 176 | 0.6157 | 0.5670 | 0.6157 | 0.7847 |
140
+ | No log | 14.8333 | 178 | 0.5806 | 0.5813 | 0.5806 | 0.7620 |
141
+ | No log | 15.0 | 180 | 0.6069 | 0.5304 | 0.6069 | 0.7790 |
142
+ | No log | 15.1667 | 182 | 0.6538 | 0.5406 | 0.6538 | 0.8086 |
143
+ | No log | 15.3333 | 184 | 0.6308 | 0.5286 | 0.6308 | 0.7942 |
144
+ | No log | 15.5 | 186 | 0.6663 | 0.5437 | 0.6663 | 0.8163 |
145
+ | No log | 15.6667 | 188 | 0.7702 | 0.4474 | 0.7702 | 0.8776 |
146
+ | No log | 15.8333 | 190 | 0.7726 | 0.4536 | 0.7726 | 0.8790 |
147
+ | No log | 16.0 | 192 | 0.6429 | 0.5552 | 0.6429 | 0.8018 |
148
+ | No log | 16.1667 | 194 | 0.6160 | 0.4955 | 0.6160 | 0.7848 |
149
+ | No log | 16.3333 | 196 | 0.6187 | 0.5357 | 0.6187 | 0.7866 |
150
+ | No log | 16.5 | 198 | 0.6124 | 0.5021 | 0.6124 | 0.7826 |
151
+ | No log | 16.6667 | 200 | 0.6219 | 0.5003 | 0.6219 | 0.7886 |
152
+ | No log | 16.8333 | 202 | 0.6503 | 0.5324 | 0.6503 | 0.8064 |
153
+ | No log | 17.0 | 204 | 0.7593 | 0.4088 | 0.7593 | 0.8714 |
154
+ | No log | 17.1667 | 206 | 0.7886 | 0.3867 | 0.7886 | 0.8880 |
155
+ | No log | 17.3333 | 208 | 0.6724 | 0.4933 | 0.6724 | 0.8200 |
156
+ | No log | 17.5 | 210 | 0.6308 | 0.5488 | 0.6308 | 0.7942 |
157
+ | No log | 17.6667 | 212 | 0.6037 | 0.5042 | 0.6037 | 0.7770 |
158
+ | No log | 17.8333 | 214 | 0.6017 | 0.4632 | 0.6017 | 0.7757 |
159
+ | No log | 18.0 | 216 | 0.5705 | 0.5675 | 0.5705 | 0.7553 |
160
+ | No log | 18.1667 | 218 | 0.5613 | 0.4681 | 0.5613 | 0.7492 |
161
+ | No log | 18.3333 | 220 | 0.5654 | 0.4504 | 0.5654 | 0.7519 |
162
+ | No log | 18.5 | 222 | 0.5782 | 0.4504 | 0.5782 | 0.7604 |
163
+ | No log | 18.6667 | 224 | 0.5867 | 0.4229 | 0.5867 | 0.7660 |
164
+ | No log | 18.8333 | 226 | 0.5835 | 0.4229 | 0.5835 | 0.7639 |
165
+ | No log | 19.0 | 228 | 0.6416 | 0.5034 | 0.6416 | 0.8010 |
166
+ | No log | 19.1667 | 230 | 0.6759 | 0.4408 | 0.6759 | 0.8221 |
167
+ | No log | 19.3333 | 232 | 0.6189 | 0.4337 | 0.6189 | 0.7867 |
168
+ | No log | 19.5 | 234 | 0.5750 | 0.5133 | 0.5750 | 0.7583 |
169
+ | No log | 19.6667 | 236 | 0.5832 | 0.5304 | 0.5832 | 0.7637 |
170
+ | No log | 19.8333 | 238 | 0.5879 | 0.5213 | 0.5879 | 0.7667 |
171
+ | No log | 20.0 | 240 | 0.6007 | 0.5238 | 0.6007 | 0.7751 |
172
+ | No log | 20.1667 | 242 | 0.6105 | 0.5238 | 0.6105 | 0.7813 |
173
+ | No log | 20.3333 | 244 | 0.6301 | 0.5397 | 0.6301 | 0.7938 |
174
+ | No log | 20.5 | 246 | 0.6367 | 0.5397 | 0.6367 | 0.7979 |
175
+ | No log | 20.6667 | 248 | 0.6687 | 0.4997 | 0.6687 | 0.8177 |
176
+ | No log | 20.8333 | 250 | 0.6851 | 0.4464 | 0.6851 | 0.8277 |
177
+ | No log | 21.0 | 252 | 0.6685 | 0.4353 | 0.6685 | 0.8176 |
178
+ | No log | 21.1667 | 254 | 0.6941 | 0.3781 | 0.6941 | 0.8331 |
179
+ | No log | 21.3333 | 256 | 0.6742 | 0.4165 | 0.6742 | 0.8211 |
180
+ | No log | 21.5 | 258 | 0.6908 | 0.4093 | 0.6908 | 0.8311 |
181
+ | No log | 21.6667 | 260 | 0.6251 | 0.4408 | 0.6251 | 0.7906 |
182
+ | No log | 21.8333 | 262 | 0.5899 | 0.5703 | 0.5899 | 0.7681 |
183
+ | No log | 22.0 | 264 | 0.5899 | 0.5272 | 0.5899 | 0.7681 |
184
+ | No log | 22.1667 | 266 | 0.6273 | 0.5088 | 0.6274 | 0.7921 |
185
+ | No log | 22.3333 | 268 | 0.6849 | 0.5176 | 0.6849 | 0.8276 |
186
+ | No log | 22.5 | 270 | 0.6397 | 0.5290 | 0.6397 | 0.7998 |
187
+ | No log | 22.6667 | 272 | 0.6069 | 0.5574 | 0.6069 | 0.7790 |
188
+ | No log | 22.8333 | 274 | 0.6192 | 0.5475 | 0.6192 | 0.7869 |
189
+ | No log | 23.0 | 276 | 0.6183 | 0.4838 | 0.6183 | 0.7863 |
190
+ | No log | 23.1667 | 278 | 0.5932 | 0.5424 | 0.5932 | 0.7702 |
191
+ | No log | 23.3333 | 280 | 0.6161 | 0.4437 | 0.6161 | 0.7849 |
192
+ | No log | 23.5 | 282 | 0.7169 | 0.3824 | 0.7169 | 0.8467 |
193
+ | No log | 23.6667 | 284 | 0.6986 | 0.3891 | 0.6986 | 0.8358 |
194
+ | No log | 23.8333 | 286 | 0.7040 | 0.3824 | 0.7040 | 0.8391 |
195
+ | No log | 24.0 | 288 | 0.6610 | 0.4112 | 0.6610 | 0.8130 |
196
+ | No log | 24.1667 | 290 | 0.5977 | 0.4182 | 0.5977 | 0.7731 |
197
+ | No log | 24.3333 | 292 | 0.5744 | 0.4888 | 0.5744 | 0.7579 |
198
+ | No log | 24.5 | 294 | 0.5765 | 0.4459 | 0.5765 | 0.7593 |
199
+ | No log | 24.6667 | 296 | 0.5997 | 0.4375 | 0.5997 | 0.7744 |
200
+ | No log | 24.8333 | 298 | 0.6587 | 0.3667 | 0.6587 | 0.8116 |
201
+ | No log | 25.0 | 300 | 0.7098 | 0.3886 | 0.7098 | 0.8425 |
202
+ | No log | 25.1667 | 302 | 0.6703 | 0.4664 | 0.6703 | 0.8187 |
203
+ | No log | 25.3333 | 304 | 0.5882 | 0.5404 | 0.5882 | 0.7670 |
204
+ | No log | 25.5 | 306 | 0.5798 | 0.6154 | 0.5798 | 0.7614 |
205
+ | No log | 25.6667 | 308 | 0.5851 | 0.6068 | 0.5851 | 0.7649 |
206
+ | No log | 25.8333 | 310 | 0.5779 | 0.6344 | 0.5779 | 0.7602 |
207
+ | No log | 26.0 | 312 | 0.5783 | 0.6344 | 0.5783 | 0.7605 |
208
+ | No log | 26.1667 | 314 | 0.6040 | 0.4885 | 0.6040 | 0.7772 |
209
+ | No log | 26.3333 | 316 | 0.6169 | 0.4681 | 0.6169 | 0.7854 |
210
+ | No log | 26.5 | 318 | 0.6359 | 0.4681 | 0.6359 | 0.7975 |
211
+ | No log | 26.6667 | 320 | 0.6198 | 0.4496 | 0.6198 | 0.7873 |
212
+ | No log | 26.8333 | 322 | 0.6118 | 0.5899 | 0.6118 | 0.7821 |
213
+ | No log | 27.0 | 324 | 0.6499 | 0.5361 | 0.6499 | 0.8062 |
214
+ | No log | 27.1667 | 326 | 0.6464 | 0.5442 | 0.6464 | 0.8040 |
215
+ | No log | 27.3333 | 328 | 0.6106 | 0.5869 | 0.6106 | 0.7814 |
216
+ | No log | 27.5 | 330 | 0.6821 | 0.4568 | 0.6821 | 0.8259 |
217
+ | No log | 27.6667 | 332 | 0.8108 | 0.3542 | 0.8108 | 0.9005 |
218
+ | No log | 27.8333 | 334 | 0.8054 | 0.3747 | 0.8054 | 0.8975 |
219
+ | No log | 28.0 | 336 | 0.6948 | 0.4353 | 0.6948 | 0.8335 |
220
+ | No log | 28.1667 | 338 | 0.6089 | 0.4743 | 0.6089 | 0.7803 |
221
+ | No log | 28.3333 | 340 | 0.6055 | 0.5272 | 0.6055 | 0.7781 |
222
+ | No log | 28.5 | 342 | 0.6230 | 0.5357 | 0.6230 | 0.7893 |
223
+ | No log | 28.6667 | 344 | 0.6474 | 0.5133 | 0.6474 | 0.8046 |
224
+ | No log | 28.8333 | 346 | 0.6430 | 0.5133 | 0.6430 | 0.8019 |
225
+ | No log | 29.0 | 348 | 0.5983 | 0.5428 | 0.5983 | 0.7735 |
226
+ | No log | 29.1667 | 350 | 0.5846 | 0.5505 | 0.5846 | 0.7646 |
227
+ | No log | 29.3333 | 352 | 0.5876 | 0.4990 | 0.5876 | 0.7666 |
228
+ | No log | 29.5 | 354 | 0.5845 | 0.5556 | 0.5845 | 0.7645 |
229
+ | No log | 29.6667 | 356 | 0.5886 | 0.5306 | 0.5886 | 0.7672 |
230
+ | No log | 29.8333 | 358 | 0.6405 | 0.4239 | 0.6405 | 0.8003 |
231
+ | No log | 30.0 | 360 | 0.7283 | 0.3781 | 0.7283 | 0.8534 |
232
+ | No log | 30.1667 | 362 | 0.7223 | 0.3710 | 0.7223 | 0.8499 |
233
+ | No log | 30.3333 | 364 | 0.6465 | 0.4622 | 0.6465 | 0.8040 |
234
+ | No log | 30.5 | 366 | 0.6068 | 0.4289 | 0.6068 | 0.7790 |
235
+ | No log | 30.6667 | 368 | 0.6068 | 0.4364 | 0.6068 | 0.7790 |
236
+ | No log | 30.8333 | 370 | 0.6146 | 0.4654 | 0.6146 | 0.7840 |
237
+ | No log | 31.0 | 372 | 0.5963 | 0.4912 | 0.5963 | 0.7722 |
238
+ | No log | 31.1667 | 374 | 0.5820 | 0.5208 | 0.5820 | 0.7629 |
239
+ | No log | 31.3333 | 376 | 0.5953 | 0.5133 | 0.5953 | 0.7716 |
240
+ | No log | 31.5 | 378 | 0.5881 | 0.5357 | 0.5881 | 0.7669 |
241
+ | No log | 31.6667 | 380 | 0.5824 | 0.5305 | 0.5824 | 0.7632 |
242
+ | No log | 31.8333 | 382 | 0.5751 | 0.5305 | 0.5751 | 0.7584 |
243
+ | No log | 32.0 | 384 | 0.5720 | 0.5367 | 0.5720 | 0.7563 |
244
+ | No log | 32.1667 | 386 | 0.6004 | 0.5034 | 0.6004 | 0.7748 |
245
+ | No log | 32.3333 | 388 | 0.6661 | 0.4550 | 0.6661 | 0.8161 |
246
+ | No log | 32.5 | 390 | 0.6967 | 0.3699 | 0.6967 | 0.8347 |
247
+ | No log | 32.6667 | 392 | 0.6907 | 0.3822 | 0.6907 | 0.8311 |
248
+ | No log | 32.8333 | 394 | 0.6197 | 0.4704 | 0.6197 | 0.7872 |
249
+ | No log | 33.0 | 396 | 0.5546 | 0.4637 | 0.5546 | 0.7447 |
250
+ | No log | 33.1667 | 398 | 0.5455 | 0.4631 | 0.5455 | 0.7386 |
251
+ | No log | 33.3333 | 400 | 0.5602 | 0.5361 | 0.5602 | 0.7485 |
252
+ | No log | 33.5 | 402 | 0.5462 | 0.5246 | 0.5462 | 0.7391 |
253
+ | No log | 33.6667 | 404 | 0.5468 | 0.5912 | 0.5468 | 0.7395 |
254
+ | No log | 33.8333 | 406 | 0.5695 | 0.5411 | 0.5695 | 0.7547 |
255
+ | No log | 34.0 | 408 | 0.6029 | 0.5744 | 0.6029 | 0.7765 |
256
+ | No log | 34.1667 | 410 | 0.6128 | 0.5149 | 0.6128 | 0.7828 |
257
+ | No log | 34.3333 | 412 | 0.6026 | 0.4929 | 0.6026 | 0.7763 |
258
+ | No log | 34.5 | 414 | 0.5864 | 0.4788 | 0.5864 | 0.7657 |
259
+ | No log | 34.6667 | 416 | 0.5990 | 0.5016 | 0.5990 | 0.7740 |
260
+ | No log | 34.8333 | 418 | 0.6051 | 0.4724 | 0.6051 | 0.7779 |
261
+ | No log | 35.0 | 420 | 0.6226 | 0.4782 | 0.6226 | 0.7891 |
262
+ | No log | 35.1667 | 422 | 0.6119 | 0.5254 | 0.6119 | 0.7822 |
263
+ | No log | 35.3333 | 424 | 0.5951 | 0.4681 | 0.5951 | 0.7714 |
264
+ | No log | 35.5 | 426 | 0.5932 | 0.5089 | 0.5932 | 0.7702 |
265
+ | No log | 35.6667 | 428 | 0.6058 | 0.5517 | 0.6058 | 0.7783 |
266
+ | No log | 35.8333 | 430 | 0.6413 | 0.4933 | 0.6413 | 0.8008 |
267
+ | No log | 36.0 | 432 | 0.6403 | 0.5157 | 0.6403 | 0.8002 |
268
+ | No log | 36.1667 | 434 | 0.6021 | 0.5723 | 0.6021 | 0.7760 |
269
+ | No log | 36.3333 | 436 | 0.5837 | 0.5344 | 0.5837 | 0.7640 |
270
+ | No log | 36.5 | 438 | 0.5793 | 0.5344 | 0.5793 | 0.7611 |
271
+ | No log | 36.6667 | 440 | 0.5772 | 0.5250 | 0.5772 | 0.7598 |
272
+ | No log | 36.8333 | 442 | 0.5834 | 0.5923 | 0.5834 | 0.7638 |
273
+ | No log | 37.0 | 444 | 0.5762 | 0.5897 | 0.5762 | 0.7591 |
274
+ | No log | 37.1667 | 446 | 0.5670 | 0.5472 | 0.5670 | 0.7530 |
275
+ | No log | 37.3333 | 448 | 0.5691 | 0.5897 | 0.5691 | 0.7544 |
276
+ | No log | 37.5 | 450 | 0.5820 | 0.5801 | 0.5820 | 0.7629 |
277
+ | No log | 37.6667 | 452 | 0.6193 | 0.5184 | 0.6193 | 0.7870 |
278
+ | No log | 37.8333 | 454 | 0.6322 | 0.5098 | 0.6322 | 0.7951 |
279
+ | No log | 38.0 | 456 | 0.6044 | 0.5411 | 0.6044 | 0.7774 |
280
+ | No log | 38.1667 | 458 | 0.5757 | 0.5022 | 0.5757 | 0.7587 |
281
+ | No log | 38.3333 | 460 | 0.5808 | 0.4724 | 0.5808 | 0.7621 |
282
+ | No log | 38.5 | 462 | 0.5802 | 0.4724 | 0.5802 | 0.7617 |
283
+ | No log | 38.6667 | 464 | 0.5858 | 0.5801 | 0.5858 | 0.7654 |
284
+ | No log | 38.8333 | 466 | 0.6192 | 0.4704 | 0.6192 | 0.7869 |
285
+ | No log | 39.0 | 468 | 0.6463 | 0.4315 | 0.6463 | 0.8039 |
286
+ | No log | 39.1667 | 470 | 0.6368 | 0.4704 | 0.6368 | 0.7980 |
287
+ | No log | 39.3333 | 472 | 0.6240 | 0.4704 | 0.6240 | 0.7900 |
288
+ | No log | 39.5 | 474 | 0.6091 | 0.4576 | 0.6091 | 0.7804 |
289
+ | No log | 39.6667 | 476 | 0.6064 | 0.4828 | 0.6064 | 0.7787 |
290
+ | No log | 39.8333 | 478 | 0.6167 | 0.5184 | 0.6167 | 0.7853 |
291
+ | No log | 40.0 | 480 | 0.6153 | 0.5201 | 0.6153 | 0.7844 |
292
+ | No log | 40.1667 | 482 | 0.6348 | 0.4872 | 0.6348 | 0.7967 |
293
+ | No log | 40.3333 | 484 | 0.6714 | 0.4664 | 0.6714 | 0.8194 |
294
+ | No log | 40.5 | 486 | 0.6660 | 0.4664 | 0.6660 | 0.8161 |
295
+ | No log | 40.6667 | 488 | 0.6458 | 0.4872 | 0.6458 | 0.8036 |
296
+ | No log | 40.8333 | 490 | 0.6090 | 0.4801 | 0.6090 | 0.7804 |
297
+ | No log | 41.0 | 492 | 0.5775 | 0.5201 | 0.5775 | 0.7599 |
298
+ | No log | 41.1667 | 494 | 0.5680 | 0.5379 | 0.5680 | 0.7536 |
299
+ | No log | 41.3333 | 496 | 0.5695 | 0.5379 | 0.5695 | 0.7547 |
300
+ | No log | 41.5 | 498 | 0.5691 | 0.5379 | 0.5691 | 0.7544 |
301
+ | 0.2872 | 41.6667 | 500 | 0.5837 | 0.5184 | 0.5837 | 0.7640 |
302
+ | 0.2872 | 41.8333 | 502 | 0.6250 | 0.4864 | 0.6250 | 0.7906 |
303
+ | 0.2872 | 42.0 | 504 | 0.6430 | 0.4777 | 0.6430 | 0.8019 |
304
+ | 0.2872 | 42.1667 | 506 | 0.6182 | 0.5157 | 0.6182 | 0.7863 |
305
+ | 0.2872 | 42.3333 | 508 | 0.5884 | 0.5801 | 0.5884 | 0.7671 |
306
+ | 0.2872 | 42.5 | 510 | 0.5779 | 0.5472 | 0.5779 | 0.7602 |
307
+ | 0.2872 | 42.6667 | 512 | 0.5846 | 0.5517 | 0.5846 | 0.7646 |
308
+ | 0.2872 | 42.8333 | 514 | 0.6017 | 0.5923 | 0.6017 | 0.7757 |
309
+ | 0.2872 | 43.0 | 516 | 0.6368 | 0.5157 | 0.6368 | 0.7980 |
310
+ | 0.2872 | 43.1667 | 518 | 0.6495 | 0.4335 | 0.6495 | 0.8059 |
311
+ | 0.2872 | 43.3333 | 520 | 0.6358 | 0.4933 | 0.6358 | 0.7974 |
312
+ | 0.2872 | 43.5 | 522 | 0.6508 | 0.4144 | 0.6508 | 0.8068 |
313
+ | 0.2872 | 43.6667 | 524 | 0.6351 | 0.5239 | 0.6351 | 0.7970 |
314
+ | 0.2872 | 43.8333 | 526 | 0.6068 | 0.5428 | 0.6068 | 0.7790 |
315
+ | 0.2872 | 44.0 | 528 | 0.5821 | 0.4701 | 0.5821 | 0.7630 |
316
+ | 0.2872 | 44.1667 | 530 | 0.5801 | 0.5114 | 0.5801 | 0.7617 |
317
+ | 0.2872 | 44.3333 | 532 | 0.5952 | 0.5159 | 0.5952 | 0.7715 |
318
+ | 0.2872 | 44.5 | 534 | 0.6320 | 0.4704 | 0.6320 | 0.7950 |
319
+ | 0.2872 | 44.6667 | 536 | 0.6529 | 0.4704 | 0.6529 | 0.8080 |
320
 
321
 
322
  ### Framework versions