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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task5_organization

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Training in progress, step 500

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  1. README.md +208 -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_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_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_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_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: 0.7646
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- - Qwk: 0.5230
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- - Mse: 0.7646
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- - Rmse: 0.8744
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  ## Model description
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@@ -47,263 +47,208 @@ 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 | 0.1667 | 2 | 4.2266 | 0.0130 | 4.2266 | 2.0559 |
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- | No log | 0.3333 | 4 | 2.2739 | 0.0203 | 2.2739 | 1.5079 |
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- | No log | 0.5 | 6 | 1.3388 | 0.0 | 1.3388 | 1.1571 |
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- | No log | 0.6667 | 8 | 1.1380 | 0.1233 | 1.1380 | 1.0668 |
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- | No log | 0.8333 | 10 | 1.2481 | -0.0160 | 1.2481 | 1.1172 |
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- | No log | 1.0 | 12 | 1.3756 | -0.0893 | 1.3756 | 1.1729 |
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- | No log | 1.1667 | 14 | 1.1767 | 0.1067 | 1.1767 | 1.0848 |
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- | No log | 1.3333 | 16 | 1.0770 | 0.1263 | 1.0770 | 1.0378 |
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- | No log | 1.5 | 18 | 1.0142 | 0.2239 | 1.0142 | 1.0071 |
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- | No log | 1.6667 | 20 | 1.0133 | 0.2416 | 1.0133 | 1.0066 |
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- | No log | 1.8333 | 22 | 1.0219 | 0.1837 | 1.0219 | 1.0109 |
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- | No log | 2.0 | 24 | 1.0125 | 0.2061 | 1.0125 | 1.0062 |
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- | No log | 2.1667 | 26 | 1.0092 | 0.2061 | 1.0092 | 1.0046 |
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- | No log | 2.3333 | 28 | 1.0412 | 0.1493 | 1.0412 | 1.0204 |
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- | No log | 2.5 | 30 | 1.2355 | 0.2708 | 1.2355 | 1.1115 |
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- | No log | 2.6667 | 32 | 1.4645 | 0.1000 | 1.4645 | 1.2102 |
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- | No log | 2.8333 | 34 | 1.4273 | 0.1354 | 1.4273 | 1.1947 |
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- | No log | 3.0 | 36 | 1.1489 | 0.2613 | 1.1489 | 1.0719 |
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- | No log | 3.1667 | 38 | 1.0388 | 0.2708 | 1.0388 | 1.0192 |
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- | No log | 3.3333 | 40 | 0.9575 | 0.2376 | 0.9575 | 0.9785 |
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- | No log | 3.5 | 42 | 1.0195 | 0.2376 | 1.0195 | 1.0097 |
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- | No log | 3.6667 | 44 | 1.1762 | 0.1784 | 1.1762 | 1.0845 |
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- | No log | 3.8333 | 46 | 1.2128 | 0.1903 | 1.2128 | 1.1013 |
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- | No log | 4.0 | 48 | 1.1894 | 0.2017 | 1.1894 | 1.0906 |
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- | No log | 4.1667 | 50 | 0.9562 | 0.3797 | 0.9562 | 0.9778 |
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- | No log | 4.3333 | 52 | 0.9165 | 0.3552 | 0.9165 | 0.9573 |
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- | No log | 4.5 | 54 | 0.9956 | 0.3177 | 0.9956 | 0.9978 |
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- | No log | 4.6667 | 56 | 1.0236 | 0.2884 | 1.0236 | 1.0117 |
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- | No log | 4.8333 | 58 | 1.0242 | 0.2468 | 1.0242 | 1.0120 |
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- | No log | 5.0 | 60 | 0.9661 | 0.4170 | 0.9661 | 0.9829 |
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- | No log | 5.1667 | 62 | 0.9732 | 0.3281 | 0.9732 | 0.9865 |
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- | No log | 5.3333 | 64 | 1.0749 | 0.3566 | 1.0749 | 1.0368 |
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- | No log | 5.5 | 66 | 0.9848 | 0.3852 | 0.9848 | 0.9924 |
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- | No log | 5.6667 | 68 | 1.0176 | 0.3961 | 1.0176 | 1.0087 |
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- | No log | 5.8333 | 70 | 0.9682 | 0.2292 | 0.9682 | 0.9840 |
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- | No log | 6.0 | 72 | 0.9152 | 0.3093 | 0.9152 | 0.9567 |
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- | No log | 6.1667 | 74 | 0.9139 | 0.3559 | 0.9139 | 0.9560 |
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- | No log | 6.3333 | 76 | 0.8894 | 0.4865 | 0.8894 | 0.9431 |
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- | No log | 6.5 | 78 | 0.8441 | 0.5098 | 0.8441 | 0.9188 |
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- | No log | 6.6667 | 80 | 0.8156 | 0.3933 | 0.8156 | 0.9031 |
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- | No log | 6.8333 | 82 | 0.7864 | 0.4883 | 0.7864 | 0.8868 |
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- | No log | 7.0 | 84 | 0.8119 | 0.5317 | 0.8119 | 0.9010 |
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- | No log | 7.1667 | 86 | 0.8001 | 0.5438 | 0.8001 | 0.8945 |
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- | No log | 7.3333 | 88 | 0.7548 | 0.4889 | 0.7548 | 0.8688 |
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- | No log | 7.5 | 90 | 0.7351 | 0.5036 | 0.7351 | 0.8574 |
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- | No log | 7.6667 | 92 | 0.7457 | 0.5275 | 0.7457 | 0.8635 |
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- | No log | 7.8333 | 94 | 0.7905 | 0.4870 | 0.7905 | 0.8891 |
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- | No log | 8.0 | 96 | 0.8137 | 0.3975 | 0.8137 | 0.9021 |
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- | No log | 8.1667 | 98 | 0.7785 | 0.5155 | 0.7785 | 0.8823 |
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- | No log | 8.3333 | 100 | 0.8016 | 0.5872 | 0.8016 | 0.8953 |
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- | No log | 8.5 | 102 | 0.7605 | 0.5882 | 0.7605 | 0.8721 |
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- | No log | 8.6667 | 104 | 0.7726 | 0.5275 | 0.7726 | 0.8790 |
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- | No log | 8.8333 | 106 | 0.7313 | 0.5478 | 0.7313 | 0.8552 |
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- | No log | 9.0 | 108 | 0.6845 | 0.6123 | 0.6845 | 0.8274 |
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- | No log | 9.1667 | 110 | 0.6939 | 0.5796 | 0.6939 | 0.8330 |
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- | No log | 9.3333 | 112 | 0.6843 | 0.6001 | 0.6843 | 0.8272 |
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- | No log | 9.5 | 114 | 0.6853 | 0.6001 | 0.6853 | 0.8278 |
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- | No log | 9.6667 | 116 | 0.6920 | 0.6104 | 0.6920 | 0.8319 |
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- | No log | 9.8333 | 118 | 0.7024 | 0.5785 | 0.7024 | 0.8381 |
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- | No log | 10.0 | 120 | 0.6875 | 0.6256 | 0.6875 | 0.8292 |
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- | No log | 10.1667 | 122 | 0.7326 | 0.5707 | 0.7326 | 0.8559 |
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- | No log | 10.3333 | 124 | 0.6981 | 0.5376 | 0.6981 | 0.8355 |
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- | No log | 10.5 | 126 | 0.7190 | 0.5220 | 0.7190 | 0.8480 |
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- | No log | 10.6667 | 128 | 0.6717 | 0.5650 | 0.6717 | 0.8196 |
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- | No log | 10.8333 | 130 | 0.6409 | 0.6325 | 0.6409 | 0.8005 |
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- | No log | 11.0 | 132 | 0.6379 | 0.6175 | 0.6379 | 0.7987 |
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- | No log | 11.1667 | 134 | 0.6780 | 0.4975 | 0.6780 | 0.8234 |
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- | No log | 11.3333 | 136 | 0.6493 | 0.5679 | 0.6493 | 0.8058 |
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- | No log | 11.5 | 138 | 0.6332 | 0.6219 | 0.6332 | 0.7957 |
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- | No log | 11.6667 | 140 | 0.7415 | 0.6089 | 0.7415 | 0.8611 |
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- | No log | 11.8333 | 142 | 0.7663 | 0.5888 | 0.7663 | 0.8754 |
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- | No log | 12.0 | 144 | 0.6723 | 0.5866 | 0.6723 | 0.8200 |
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- | No log | 12.1667 | 146 | 0.7211 | 0.5640 | 0.7211 | 0.8492 |
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- | No log | 12.3333 | 148 | 0.7582 | 0.5030 | 0.7582 | 0.8707 |
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- | No log | 12.5 | 150 | 0.7184 | 0.5325 | 0.7184 | 0.8476 |
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- | No log | 12.6667 | 152 | 0.6728 | 0.5703 | 0.6728 | 0.8202 |
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- | No log | 12.8333 | 154 | 0.6850 | 0.5996 | 0.6850 | 0.8276 |
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- | No log | 13.0 | 156 | 0.7186 | 0.6063 | 0.7186 | 0.8477 |
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- | No log | 13.1667 | 158 | 0.6945 | 0.5669 | 0.6945 | 0.8333 |
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- | No log | 13.3333 | 160 | 0.6803 | 0.5863 | 0.6803 | 0.8248 |
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- | No log | 13.5 | 162 | 0.6771 | 0.5806 | 0.6771 | 0.8229 |
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- | No log | 13.6667 | 164 | 0.6617 | 0.5671 | 0.6617 | 0.8135 |
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- | No log | 13.8333 | 166 | 0.7464 | 0.6071 | 0.7464 | 0.8639 |
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- | No log | 14.0 | 168 | 0.7162 | 0.6340 | 0.7162 | 0.8463 |
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- | No log | 14.1667 | 170 | 0.6280 | 0.6256 | 0.6280 | 0.7925 |
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- | No log | 14.3333 | 172 | 0.6271 | 0.6433 | 0.6271 | 0.7919 |
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- | No log | 14.5 | 174 | 0.6283 | 0.6433 | 0.6283 | 0.7926 |
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- | No log | 14.6667 | 176 | 0.7115 | 0.6209 | 0.7115 | 0.8435 |
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- | No log | 14.8333 | 178 | 0.7584 | 0.5538 | 0.7584 | 0.8709 |
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- | No log | 15.0 | 180 | 0.7278 | 0.5877 | 0.7278 | 0.8531 |
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- | No log | 15.1667 | 182 | 0.6525 | 0.5917 | 0.6525 | 0.8078 |
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- | No log | 15.3333 | 184 | 0.6884 | 0.4977 | 0.6884 | 0.8297 |
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- | No log | 15.5 | 186 | 0.6941 | 0.4977 | 0.6941 | 0.8331 |
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- | No log | 15.6667 | 188 | 0.6657 | 0.5774 | 0.6657 | 0.8159 |
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- | No log | 15.8333 | 190 | 0.7802 | 0.5538 | 0.7802 | 0.8833 |
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- | No log | 16.0 | 192 | 0.7579 | 0.5735 | 0.7579 | 0.8706 |
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- | No log | 16.1667 | 194 | 0.6744 | 0.5919 | 0.6744 | 0.8212 |
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- | No log | 16.3333 | 196 | 0.6553 | 0.6104 | 0.6553 | 0.8095 |
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- | No log | 16.5 | 198 | 0.6596 | 0.5955 | 0.6596 | 0.8121 |
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- | No log | 16.6667 | 200 | 0.6662 | 0.5577 | 0.6662 | 0.8162 |
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- | No log | 16.8333 | 202 | 0.6799 | 0.5986 | 0.6799 | 0.8245 |
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- | No log | 17.0 | 204 | 0.6603 | 0.5582 | 0.6603 | 0.8126 |
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- | No log | 17.1667 | 206 | 0.6559 | 0.5996 | 0.6559 | 0.8099 |
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- | No log | 17.3333 | 208 | 0.6592 | 0.6282 | 0.6592 | 0.8119 |
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- | No log | 17.5 | 210 | 0.6509 | 0.6390 | 0.6509 | 0.8068 |
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- | No log | 17.6667 | 212 | 0.6509 | 0.5996 | 0.6509 | 0.8068 |
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- | No log | 17.8333 | 214 | 0.6687 | 0.5751 | 0.6687 | 0.8177 |
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- | No log | 18.0 | 216 | 0.7295 | 0.5988 | 0.7295 | 0.8541 |
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- | No log | 18.1667 | 218 | 0.6809 | 0.5614 | 0.6809 | 0.8252 |
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- | No log | 18.3333 | 220 | 0.6565 | 0.5809 | 0.6565 | 0.8103 |
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- | No log | 18.5 | 222 | 0.6573 | 0.6046 | 0.6573 | 0.8108 |
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- | No log | 18.6667 | 224 | 0.6651 | 0.5343 | 0.6651 | 0.8155 |
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- | No log | 18.8333 | 226 | 0.6849 | 0.5786 | 0.6849 | 0.8276 |
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- | No log | 19.0 | 228 | 0.6831 | 0.5343 | 0.6831 | 0.8265 |
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- | No log | 19.1667 | 230 | 0.6903 | 0.4936 | 0.6903 | 0.8309 |
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- | No log | 19.3333 | 232 | 0.6810 | 0.5563 | 0.6810 | 0.8252 |
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- | No log | 19.5 | 234 | 0.6797 | 0.5356 | 0.6797 | 0.8244 |
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- | No log | 19.6667 | 236 | 0.6688 | 0.5563 | 0.6688 | 0.8178 |
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- | No log | 19.8333 | 238 | 0.6615 | 0.5582 | 0.6615 | 0.8133 |
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- | No log | 20.0 | 240 | 0.6608 | 0.5701 | 0.6608 | 0.8129 |
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- | No log | 20.1667 | 242 | 0.6686 | 0.5396 | 0.6686 | 0.8177 |
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- | No log | 20.3333 | 244 | 0.6580 | 0.5690 | 0.6580 | 0.8112 |
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- | No log | 20.5 | 246 | 0.6481 | 0.5986 | 0.6481 | 0.8051 |
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- | No log | 20.6667 | 248 | 0.6294 | 0.5820 | 0.6294 | 0.7934 |
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- | No log | 20.8333 | 250 | 0.6185 | 0.5809 | 0.6185 | 0.7865 |
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- | No log | 21.0 | 252 | 0.6474 | 0.6429 | 0.6474 | 0.8046 |
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- | No log | 21.1667 | 254 | 0.6849 | 0.6127 | 0.6849 | 0.8276 |
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- | No log | 21.3333 | 256 | 0.7066 | 0.5846 | 0.7066 | 0.8406 |
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- | No log | 21.5 | 258 | 0.6685 | 0.5582 | 0.6685 | 0.8176 |
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- | No log | 21.6667 | 260 | 0.6760 | 0.4354 | 0.6760 | 0.8222 |
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- | No log | 21.8333 | 262 | 0.6908 | 0.4991 | 0.6908 | 0.8312 |
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- | No log | 22.0 | 264 | 0.6442 | 0.5518 | 0.6442 | 0.8026 |
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- | No log | 22.1667 | 266 | 0.6239 | 0.6291 | 0.6239 | 0.7899 |
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- | No log | 22.3333 | 268 | 0.6728 | 0.6287 | 0.6728 | 0.8202 |
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- | No log | 22.5 | 270 | 0.6671 | 0.6082 | 0.6671 | 0.8167 |
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- | No log | 22.6667 | 272 | 0.6711 | 0.5921 | 0.6711 | 0.8192 |
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- | No log | 22.8333 | 274 | 0.6739 | 0.5746 | 0.6739 | 0.8209 |
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- | No log | 23.0 | 276 | 0.6801 | 0.5862 | 0.6801 | 0.8247 |
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- | No log | 23.1667 | 278 | 0.6671 | 0.6073 | 0.6671 | 0.8168 |
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- | No log | 23.3333 | 280 | 0.6449 | 0.6479 | 0.6449 | 0.8031 |
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- | No log | 23.5 | 282 | 0.6492 | 0.6291 | 0.6492 | 0.8057 |
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- | No log | 23.6667 | 284 | 0.7095 | 0.5924 | 0.7095 | 0.8423 |
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- | No log | 23.8333 | 286 | 0.6774 | 0.6132 | 0.6774 | 0.8230 |
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- | No log | 24.0 | 288 | 0.6487 | 0.6404 | 0.6487 | 0.8054 |
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- | No log | 24.1667 | 290 | 0.6338 | 0.6133 | 0.6338 | 0.7961 |
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- | No log | 24.3333 | 292 | 0.6615 | 0.5698 | 0.6615 | 0.8133 |
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- | No log | 24.5 | 294 | 0.6634 | 0.5698 | 0.6634 | 0.8145 |
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- | No log | 24.6667 | 296 | 0.6636 | 0.4878 | 0.6636 | 0.8146 |
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- | No log | 24.8333 | 298 | 0.6617 | 0.4511 | 0.6617 | 0.8135 |
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- | No log | 25.0 | 300 | 0.6471 | 0.4893 | 0.6471 | 0.8044 |
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- | No log | 25.1667 | 302 | 0.6320 | 0.6390 | 0.6320 | 0.7950 |
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- | No log | 25.3333 | 304 | 0.6212 | 0.5928 | 0.6212 | 0.7882 |
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- | No log | 25.5 | 306 | 0.6690 | 0.5933 | 0.6690 | 0.8179 |
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- | No log | 25.6667 | 308 | 0.7086 | 0.5988 | 0.7086 | 0.8418 |
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- | No log | 25.8333 | 310 | 0.6872 | 0.5718 | 0.6872 | 0.8290 |
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- | No log | 26.0 | 312 | 0.6415 | 0.6128 | 0.6415 | 0.8010 |
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- | No log | 26.1667 | 314 | 0.6235 | 0.6415 | 0.6235 | 0.7896 |
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- | No log | 26.3333 | 316 | 0.6398 | 0.5666 | 0.6398 | 0.7999 |
210
- | No log | 26.5 | 318 | 0.6970 | 0.5872 | 0.6970 | 0.8349 |
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- | No log | 26.6667 | 320 | 0.7183 | 0.5663 | 0.7183 | 0.8475 |
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- | No log | 26.8333 | 322 | 0.7042 | 0.5663 | 0.7042 | 0.8392 |
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- | No log | 27.0 | 324 | 0.6533 | 0.5234 | 0.6533 | 0.8082 |
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- | No log | 27.1667 | 326 | 0.6565 | 0.5197 | 0.6565 | 0.8102 |
215
- | No log | 27.3333 | 328 | 0.6402 | 0.5635 | 0.6402 | 0.8001 |
216
- | No log | 27.5 | 330 | 0.6377 | 0.6003 | 0.6377 | 0.7985 |
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- | No log | 27.6667 | 332 | 0.6774 | 0.5777 | 0.6774 | 0.8230 |
218
- | No log | 27.8333 | 334 | 0.6562 | 0.5964 | 0.6562 | 0.8100 |
219
- | No log | 28.0 | 336 | 0.6557 | 0.5676 | 0.6557 | 0.8098 |
220
- | No log | 28.1667 | 338 | 0.6704 | 0.5025 | 0.6704 | 0.8188 |
221
- | No log | 28.3333 | 340 | 0.6812 | 0.5246 | 0.6812 | 0.8253 |
222
- | No log | 28.5 | 342 | 0.6956 | 0.5565 | 0.6956 | 0.8340 |
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- | No log | 28.6667 | 344 | 0.6803 | 0.5666 | 0.6803 | 0.8248 |
224
- | No log | 28.8333 | 346 | 0.6643 | 0.5345 | 0.6643 | 0.8150 |
225
- | No log | 29.0 | 348 | 0.6601 | 0.5785 | 0.6601 | 0.8125 |
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- | No log | 29.1667 | 350 | 0.6474 | 0.6084 | 0.6474 | 0.8046 |
227
- | No log | 29.3333 | 352 | 0.6441 | 0.6138 | 0.6441 | 0.8025 |
228
- | No log | 29.5 | 354 | 0.6438 | 0.6157 | 0.6438 | 0.8024 |
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- | No log | 29.6667 | 356 | 0.6392 | 0.6113 | 0.6392 | 0.7995 |
230
- | No log | 29.8333 | 358 | 0.6443 | 0.5932 | 0.6443 | 0.8027 |
231
- | No log | 30.0 | 360 | 0.6700 | 0.5676 | 0.6700 | 0.8186 |
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- | No log | 30.1667 | 362 | 0.7545 | 0.5356 | 0.7545 | 0.8686 |
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- | No log | 30.3333 | 364 | 0.8034 | 0.5124 | 0.8034 | 0.8963 |
234
- | No log | 30.5 | 366 | 0.7451 | 0.5358 | 0.7451 | 0.8632 |
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- | No log | 30.6667 | 368 | 0.6627 | 0.5846 | 0.6627 | 0.8140 |
236
- | No log | 30.8333 | 370 | 0.6340 | 0.6143 | 0.6340 | 0.7963 |
237
- | No log | 31.0 | 372 | 0.6352 | 0.5735 | 0.6352 | 0.7970 |
238
- | No log | 31.1667 | 374 | 0.6352 | 0.6102 | 0.6352 | 0.7970 |
239
- | No log | 31.3333 | 376 | 0.6247 | 0.6269 | 0.6247 | 0.7904 |
240
- | No log | 31.5 | 378 | 0.6231 | 0.5763 | 0.6231 | 0.7893 |
241
- | No log | 31.6667 | 380 | 0.6394 | 0.5587 | 0.6394 | 0.7996 |
242
- | No log | 31.8333 | 382 | 0.6525 | 0.5483 | 0.6525 | 0.8078 |
243
- | No log | 32.0 | 384 | 0.6497 | 0.5690 | 0.6497 | 0.8060 |
244
- | No log | 32.1667 | 386 | 0.6889 | 0.5729 | 0.6889 | 0.8300 |
245
- | No log | 32.3333 | 388 | 0.6964 | 0.5833 | 0.6964 | 0.8345 |
246
- | No log | 32.5 | 390 | 0.7170 | 0.5707 | 0.7170 | 0.8467 |
247
- | No log | 32.6667 | 392 | 0.6860 | 0.5822 | 0.6860 | 0.8282 |
248
- | No log | 32.8333 | 394 | 0.6418 | 0.5921 | 0.6418 | 0.8011 |
249
- | No log | 33.0 | 396 | 0.6450 | 0.6437 | 0.6450 | 0.8031 |
250
- | No log | 33.1667 | 398 | 0.6613 | 0.4977 | 0.6613 | 0.8132 |
251
- | No log | 33.3333 | 400 | 0.6367 | 0.6437 | 0.6367 | 0.7980 |
252
- | No log | 33.5 | 402 | 0.6118 | 0.6335 | 0.6118 | 0.7822 |
253
- | No log | 33.6667 | 404 | 0.6269 | 0.5894 | 0.6269 | 0.7917 |
254
- | No log | 33.8333 | 406 | 0.6195 | 0.6209 | 0.6195 | 0.7871 |
255
- | No log | 34.0 | 408 | 0.6005 | 0.6229 | 0.6005 | 0.7749 |
256
- | No log | 34.1667 | 410 | 0.6034 | 0.6724 | 0.6034 | 0.7768 |
257
- | No log | 34.3333 | 412 | 0.5995 | 0.6566 | 0.5995 | 0.7743 |
258
- | No log | 34.5 | 414 | 0.6107 | 0.6371 | 0.6107 | 0.7815 |
259
- | No log | 34.6667 | 416 | 0.6220 | 0.6361 | 0.6220 | 0.7887 |
260
- | No log | 34.8333 | 418 | 0.6397 | 0.6167 | 0.6397 | 0.7998 |
261
- | No log | 35.0 | 420 | 0.6312 | 0.6229 | 0.6312 | 0.7945 |
262
- | No log | 35.1667 | 422 | 0.6332 | 0.5928 | 0.6332 | 0.7957 |
263
- | No log | 35.3333 | 424 | 0.6432 | 0.5891 | 0.6432 | 0.8020 |
264
- | No log | 35.5 | 426 | 0.6528 | 0.6187 | 0.6528 | 0.8080 |
265
- | No log | 35.6667 | 428 | 0.6400 | 0.6187 | 0.6400 | 0.8000 |
266
- | No log | 35.8333 | 430 | 0.6283 | 0.6187 | 0.6283 | 0.7926 |
267
- | No log | 36.0 | 432 | 0.6245 | 0.6187 | 0.6245 | 0.7903 |
268
- | No log | 36.1667 | 434 | 0.6452 | 0.6187 | 0.6452 | 0.8033 |
269
- | No log | 36.3333 | 436 | 0.6632 | 0.5986 | 0.6632 | 0.8144 |
270
- | No log | 36.5 | 438 | 0.6578 | 0.6025 | 0.6578 | 0.8110 |
271
- | No log | 36.6667 | 440 | 0.6535 | 0.5917 | 0.6535 | 0.8084 |
272
- | No log | 36.8333 | 442 | 0.6602 | 0.6187 | 0.6602 | 0.8125 |
273
- | No log | 37.0 | 444 | 0.7191 | 0.6082 | 0.7191 | 0.8480 |
274
- | No log | 37.1667 | 446 | 0.7507 | 0.5610 | 0.7507 | 0.8664 |
275
- | No log | 37.3333 | 448 | 0.7161 | 0.5872 | 0.7161 | 0.8462 |
276
- | No log | 37.5 | 450 | 0.6952 | 0.5787 | 0.6952 | 0.8338 |
277
- | No log | 37.6667 | 452 | 0.6694 | 0.5260 | 0.6694 | 0.8182 |
278
- | No log | 37.8333 | 454 | 0.6797 | 0.4962 | 0.6797 | 0.8245 |
279
- | No log | 38.0 | 456 | 0.6810 | 0.5455 | 0.6810 | 0.8253 |
280
- | No log | 38.1667 | 458 | 0.6560 | 0.6087 | 0.6560 | 0.8100 |
281
- | No log | 38.3333 | 460 | 0.6366 | 0.6025 | 0.6366 | 0.7979 |
282
- | No log | 38.5 | 462 | 0.6664 | 0.6025 | 0.6664 | 0.8164 |
283
- | No log | 38.6667 | 464 | 0.6843 | 0.5973 | 0.6843 | 0.8272 |
284
- | No log | 38.8333 | 466 | 0.6926 | 0.5973 | 0.6926 | 0.8322 |
285
- | No log | 39.0 | 468 | 0.6440 | 0.6137 | 0.6440 | 0.8025 |
286
- | No log | 39.1667 | 470 | 0.6227 | 0.6219 | 0.6227 | 0.7891 |
287
- | No log | 39.3333 | 472 | 0.6258 | 0.5917 | 0.6258 | 0.7911 |
288
- | No log | 39.5 | 474 | 0.6332 | 0.5810 | 0.6332 | 0.7957 |
289
- | No log | 39.6667 | 476 | 0.6539 | 0.6122 | 0.6539 | 0.8087 |
290
- | No log | 39.8333 | 478 | 0.6634 | 0.6053 | 0.6634 | 0.8145 |
291
- | No log | 40.0 | 480 | 0.6938 | 0.6127 | 0.6938 | 0.8330 |
292
- | No log | 40.1667 | 482 | 0.6929 | 0.5973 | 0.6929 | 0.8324 |
293
- | No log | 40.3333 | 484 | 0.6484 | 0.6053 | 0.6484 | 0.8053 |
294
- | No log | 40.5 | 486 | 0.6236 | 0.6133 | 0.6236 | 0.7897 |
295
- | No log | 40.6667 | 488 | 0.6215 | 0.6025 | 0.6215 | 0.7883 |
296
- | No log | 40.8333 | 490 | 0.6188 | 0.6025 | 0.6188 | 0.7866 |
297
- | No log | 41.0 | 492 | 0.6318 | 0.5858 | 0.6318 | 0.7948 |
298
- | No log | 41.1667 | 494 | 0.6648 | 0.5697 | 0.6648 | 0.8153 |
299
- | No log | 41.3333 | 496 | 0.6848 | 0.5584 | 0.6848 | 0.8276 |
300
- | No log | 41.5 | 498 | 0.6816 | 0.5697 | 0.6816 | 0.8256 |
301
- | 0.2438 | 41.6667 | 500 | 0.6584 | 0.5858 | 0.6584 | 0.8114 |
302
- | 0.2438 | 41.8333 | 502 | 0.6303 | 0.5774 | 0.6303 | 0.7939 |
303
- | 0.2438 | 42.0 | 504 | 0.6275 | 0.5774 | 0.6275 | 0.7922 |
304
- | 0.2438 | 42.1667 | 506 | 0.6435 | 0.5858 | 0.6435 | 0.8022 |
305
- | 0.2438 | 42.3333 | 508 | 0.6801 | 0.5697 | 0.6801 | 0.8247 |
306
- | 0.2438 | 42.5 | 510 | 0.7646 | 0.5230 | 0.7646 | 0.8744 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_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_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k1_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:
18
+ - Loss: 1.0960
19
+ - Qwk: 0.2120
20
+ - Mse: 1.0960
21
+ - Rmse: 1.0469
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.5 | 2 | 4.2873 | 0.0130 | 4.2873 | 2.0706 |
53
+ | No log | 1.0 | 4 | 2.6680 | -0.0372 | 2.6680 | 1.6334 |
54
+ | No log | 1.5 | 6 | 2.3041 | 0.0446 | 2.3041 | 1.5179 |
55
+ | No log | 2.0 | 8 | 1.6440 | 0.0447 | 1.6440 | 1.2822 |
56
+ | No log | 2.5 | 10 | 1.2707 | -0.0167 | 1.2707 | 1.1272 |
57
+ | No log | 3.0 | 12 | 1.2979 | 0.1164 | 1.2979 | 1.1392 |
58
+ | No log | 3.5 | 14 | 1.3045 | 0.0472 | 1.3045 | 1.1421 |
59
+ | No log | 4.0 | 16 | 1.2280 | 0.0591 | 1.2280 | 1.1081 |
60
+ | No log | 4.5 | 18 | 1.1945 | 0.1009 | 1.1945 | 1.0929 |
61
+ | No log | 5.0 | 20 | 1.1422 | 0.1129 | 1.1422 | 1.0687 |
62
+ | No log | 5.5 | 22 | 1.1173 | 0.1306 | 1.1173 | 1.0570 |
63
+ | No log | 6.0 | 24 | 1.1587 | 0.1038 | 1.1587 | 1.0764 |
64
+ | No log | 6.5 | 26 | 1.1950 | 0.1038 | 1.1950 | 1.0931 |
65
+ | No log | 7.0 | 28 | 1.4382 | 0.0445 | 1.4382 | 1.1992 |
66
+ | No log | 7.5 | 30 | 1.4042 | 0.0898 | 1.4042 | 1.1850 |
67
+ | No log | 8.0 | 32 | 1.2048 | 0.0770 | 1.2048 | 1.0976 |
68
+ | No log | 8.5 | 34 | 1.1882 | 0.0770 | 1.1882 | 1.0901 |
69
+ | No log | 9.0 | 36 | 1.1543 | 0.1827 | 1.1543 | 1.0744 |
70
+ | No log | 9.5 | 38 | 1.1706 | 0.1108 | 1.1706 | 1.0820 |
71
+ | No log | 10.0 | 40 | 1.1504 | 0.1902 | 1.1504 | 1.0726 |
72
+ | No log | 10.5 | 42 | 1.1669 | 0.0890 | 1.1669 | 1.0802 |
73
+ | No log | 11.0 | 44 | 1.2271 | 0.1034 | 1.2271 | 1.1078 |
74
+ | No log | 11.5 | 46 | 1.1369 | 0.1306 | 1.1369 | 1.0663 |
75
+ | No log | 12.0 | 48 | 1.1039 | 0.1561 | 1.1039 | 1.0506 |
76
+ | No log | 12.5 | 50 | 1.1065 | 0.1192 | 1.1065 | 1.0519 |
77
+ | No log | 13.0 | 52 | 1.1025 | 0.1561 | 1.1025 | 1.0500 |
78
+ | No log | 13.5 | 54 | 1.1770 | 0.1680 | 1.1770 | 1.0849 |
79
+ | No log | 14.0 | 56 | 1.3172 | 0.1117 | 1.3172 | 1.1477 |
80
+ | No log | 14.5 | 58 | 1.2814 | 0.0973 | 1.2814 | 1.1320 |
81
+ | No log | 15.0 | 60 | 1.1909 | 0.1297 | 1.1909 | 1.0913 |
82
+ | No log | 15.5 | 62 | 1.1573 | 0.1095 | 1.1573 | 1.0758 |
83
+ | No log | 16.0 | 64 | 1.1569 | 0.2057 | 1.1569 | 1.0756 |
84
+ | No log | 16.5 | 66 | 1.1716 | 0.2057 | 1.1716 | 1.0824 |
85
+ | No log | 17.0 | 68 | 1.2198 | 0.0180 | 1.2198 | 1.1045 |
86
+ | No log | 17.5 | 70 | 1.2363 | 0.0887 | 1.2363 | 1.1119 |
87
+ | No log | 18.0 | 72 | 1.1765 | 0.0711 | 1.1765 | 1.0847 |
88
+ | No log | 18.5 | 74 | 1.2104 | 0.1152 | 1.2104 | 1.1002 |
89
+ | No log | 19.0 | 76 | 1.3451 | 0.2103 | 1.3451 | 1.1598 |
90
+ | No log | 19.5 | 78 | 1.4573 | 0.1498 | 1.4573 | 1.2072 |
91
+ | No log | 20.0 | 80 | 1.3153 | 0.1758 | 1.3153 | 1.1469 |
92
+ | No log | 20.5 | 82 | 1.1991 | 0.0980 | 1.1991 | 1.0950 |
93
+ | No log | 21.0 | 84 | 1.1968 | 0.1662 | 1.1968 | 1.0940 |
94
+ | No log | 21.5 | 86 | 1.1825 | 0.0711 | 1.1825 | 1.0874 |
95
+ | No log | 22.0 | 88 | 1.2499 | -0.0293 | 1.2499 | 1.1180 |
96
+ | No log | 22.5 | 90 | 1.3421 | 0.1650 | 1.3421 | 1.1585 |
97
+ | No log | 23.0 | 92 | 1.3415 | 0.1650 | 1.3415 | 1.1582 |
98
+ | No log | 23.5 | 94 | 1.2091 | 0.0306 | 1.2091 | 1.0996 |
99
+ | No log | 24.0 | 96 | 1.1741 | 0.0517 | 1.1741 | 1.0836 |
100
+ | No log | 24.5 | 98 | 1.1896 | 0.0306 | 1.1896 | 1.0907 |
101
+ | No log | 25.0 | 100 | 1.2102 | 0.1361 | 1.2102 | 1.1001 |
102
+ | No log | 25.5 | 102 | 1.2406 | 0.1416 | 1.2406 | 1.1138 |
103
+ | No log | 26.0 | 104 | 1.2517 | 0.1416 | 1.2517 | 1.1188 |
104
+ | No log | 26.5 | 106 | 1.2417 | 0.1416 | 1.2417 | 1.1143 |
105
+ | No log | 27.0 | 108 | 1.1679 | 0.0640 | 1.1679 | 1.0807 |
106
+ | No log | 27.5 | 110 | 1.1345 | 0.0274 | 1.1345 | 1.0651 |
107
+ | No log | 28.0 | 112 | 1.1361 | 0.0121 | 1.1361 | 1.0659 |
108
+ | No log | 28.5 | 114 | 1.1788 | 0.0671 | 1.1788 | 1.0857 |
109
+ | No log | 29.0 | 116 | 1.2868 | 0.0790 | 1.2868 | 1.1344 |
110
+ | No log | 29.5 | 118 | 1.3227 | 0.0701 | 1.3227 | 1.1501 |
111
+ | No log | 30.0 | 120 | 1.2504 | 0.0909 | 1.2504 | 1.1182 |
112
+ | No log | 30.5 | 122 | 1.1729 | 0.2318 | 1.1729 | 1.0830 |
113
+ | No log | 31.0 | 124 | 1.1257 | 0.0860 | 1.1257 | 1.0610 |
114
+ | No log | 31.5 | 126 | 1.1326 | 0.1543 | 1.1326 | 1.0642 |
115
+ | No log | 32.0 | 128 | 1.1302 | 0.2562 | 1.1302 | 1.0631 |
116
+ | No log | 32.5 | 130 | 1.0902 | 0.2043 | 1.0902 | 1.0441 |
117
+ | No log | 33.0 | 132 | 1.0607 | 0.1741 | 1.0607 | 1.0299 |
118
+ | No log | 33.5 | 134 | 1.0719 | 0.2539 | 1.0719 | 1.0353 |
119
+ | No log | 34.0 | 136 | 1.1267 | 0.2343 | 1.1267 | 1.0614 |
120
+ | No log | 34.5 | 138 | 1.1193 | 0.2465 | 1.1193 | 1.0579 |
121
+ | No log | 35.0 | 140 | 1.0902 | 0.2711 | 1.0902 | 1.0441 |
122
+ | No log | 35.5 | 142 | 1.0657 | 0.1671 | 1.0657 | 1.0323 |
123
+ | No log | 36.0 | 144 | 1.0629 | 0.1671 | 1.0629 | 1.0310 |
124
+ | No log | 36.5 | 146 | 1.0721 | 0.2268 | 1.0721 | 1.0354 |
125
+ | No log | 37.0 | 148 | 1.1043 | 0.2049 | 1.1043 | 1.0509 |
126
+ | No log | 37.5 | 150 | 1.1043 | 0.2074 | 1.1043 | 1.0508 |
127
+ | No log | 38.0 | 152 | 1.0568 | 0.2564 | 1.0568 | 1.0280 |
128
+ | No log | 38.5 | 154 | 1.0370 | 0.2291 | 1.0370 | 1.0183 |
129
+ | No log | 39.0 | 156 | 1.0563 | 0.2929 | 1.0563 | 1.0278 |
130
+ | No log | 39.5 | 158 | 1.0543 | 0.2312 | 1.0543 | 1.0268 |
131
+ | No log | 40.0 | 160 | 1.0433 | 0.1247 | 1.0433 | 1.0214 |
132
+ | No log | 40.5 | 162 | 1.1022 | 0.2489 | 1.1022 | 1.0499 |
133
+ | No log | 41.0 | 164 | 1.1494 | 0.1324 | 1.1494 | 1.0721 |
134
+ | No log | 41.5 | 166 | 1.1171 | 0.2489 | 1.1171 | 1.0569 |
135
+ | No log | 42.0 | 168 | 1.0787 | 0.2145 | 1.0787 | 1.0386 |
136
+ | No log | 42.5 | 170 | 1.0733 | 0.0884 | 1.0733 | 1.0360 |
137
+ | No log | 43.0 | 172 | 1.0918 | 0.2698 | 1.0918 | 1.0449 |
138
+ | No log | 43.5 | 174 | 1.0961 | 0.2312 | 1.0961 | 1.0470 |
139
+ | No log | 44.0 | 176 | 1.0929 | 0.1037 | 1.0929 | 1.0454 |
140
+ | No log | 44.5 | 178 | 1.1088 | 0.1549 | 1.1088 | 1.0530 |
141
+ | No log | 45.0 | 180 | 1.1461 | 0.2049 | 1.1461 | 1.0706 |
142
+ | No log | 45.5 | 182 | 1.1550 | 0.2049 | 1.1550 | 1.0747 |
143
+ | No log | 46.0 | 184 | 1.1277 | 0.1183 | 1.1277 | 1.0619 |
144
+ | No log | 46.5 | 186 | 1.0988 | 0.1313 | 1.0988 | 1.0483 |
145
+ | No log | 47.0 | 188 | 1.0940 | 0.1504 | 1.0940 | 1.0460 |
146
+ | No log | 47.5 | 190 | 1.0810 | 0.1504 | 1.0810 | 1.0397 |
147
+ | No log | 48.0 | 192 | 1.0759 | 0.1837 | 1.0759 | 1.0373 |
148
+ | No log | 48.5 | 194 | 1.0753 | 0.0914 | 1.0753 | 1.0370 |
149
+ | No log | 49.0 | 196 | 1.0755 | 0.1218 | 1.0755 | 1.0371 |
150
+ | No log | 49.5 | 198 | 1.0746 | 0.1218 | 1.0746 | 1.0366 |
151
+ | No log | 50.0 | 200 | 1.0927 | 0.1848 | 1.0927 | 1.0453 |
152
+ | No log | 50.5 | 202 | 1.1218 | 0.2074 | 1.1218 | 1.0591 |
153
+ | No log | 51.0 | 204 | 1.1815 | 0.1711 | 1.1815 | 1.0869 |
154
+ | No log | 51.5 | 206 | 1.1755 | 0.1711 | 1.1755 | 1.0842 |
155
+ | No log | 52.0 | 208 | 1.1265 | 0.1953 | 1.1265 | 1.0614 |
156
+ | No log | 52.5 | 210 | 1.1120 | 0.1361 | 1.1120 | 1.0545 |
157
+ | No log | 53.0 | 212 | 1.0980 | 0.1603 | 1.0980 | 1.0478 |
158
+ | No log | 53.5 | 214 | 1.0875 | 0.1997 | 1.0875 | 1.0428 |
159
+ | No log | 54.0 | 216 | 1.0808 | 0.1997 | 1.0808 | 1.0396 |
160
+ | No log | 54.5 | 218 | 1.0808 | 0.1997 | 1.0808 | 1.0396 |
161
+ | No log | 55.0 | 220 | 1.0667 | 0.1997 | 1.0667 | 1.0328 |
162
+ | No log | 55.5 | 222 | 1.0594 | 0.1848 | 1.0594 | 1.0293 |
163
+ | No log | 56.0 | 224 | 1.0664 | 0.1997 | 1.0664 | 1.0327 |
164
+ | No log | 56.5 | 226 | 1.0974 | 0.1953 | 1.0974 | 1.0476 |
165
+ | No log | 57.0 | 228 | 1.0987 | 0.2074 | 1.0987 | 1.0482 |
166
+ | No log | 57.5 | 230 | 1.0801 | 0.2416 | 1.0801 | 1.0393 |
167
+ | No log | 58.0 | 232 | 1.0722 | 0.2515 | 1.0722 | 1.0355 |
168
+ | No log | 58.5 | 234 | 1.0743 | 0.2094 | 1.0743 | 1.0365 |
169
+ | No log | 59.0 | 236 | 1.0838 | 0.2094 | 1.0838 | 1.0411 |
170
+ | No log | 59.5 | 238 | 1.0815 | 0.1521 | 1.0815 | 1.0399 |
171
+ | No log | 60.0 | 240 | 1.0827 | 0.1549 | 1.0827 | 1.0405 |
172
+ | No log | 60.5 | 242 | 1.0841 | 0.2094 | 1.0841 | 1.0412 |
173
+ | No log | 61.0 | 244 | 1.0831 | 0.1997 | 1.0831 | 1.0407 |
174
+ | No log | 61.5 | 246 | 1.0828 | 0.1752 | 1.0828 | 1.0406 |
175
+ | No log | 62.0 | 248 | 1.0989 | 0.2074 | 1.0989 | 1.0483 |
176
+ | No log | 62.5 | 250 | 1.1090 | 0.1953 | 1.1090 | 1.0531 |
177
+ | No log | 63.0 | 252 | 1.0919 | 0.1927 | 1.0919 | 1.0449 |
178
+ | No log | 63.5 | 254 | 1.0754 | 0.1752 | 1.0754 | 1.0370 |
179
+ | No log | 64.0 | 256 | 1.0723 | 0.1752 | 1.0723 | 1.0355 |
180
+ | No log | 64.5 | 258 | 1.0711 | 0.1752 | 1.0711 | 1.0349 |
181
+ | No log | 65.0 | 260 | 1.0604 | 0.1698 | 1.0604 | 1.0297 |
182
+ | No log | 65.5 | 262 | 1.0556 | 0.1698 | 1.0556 | 1.0274 |
183
+ | No log | 66.0 | 264 | 1.0515 | 0.1644 | 1.0515 | 1.0255 |
184
+ | No log | 66.5 | 266 | 1.0540 | 0.2108 | 1.0540 | 1.0266 |
185
+ | No log | 67.0 | 268 | 1.0768 | 0.2589 | 1.0768 | 1.0377 |
186
+ | No log | 67.5 | 270 | 1.1024 | 0.2702 | 1.1024 | 1.0500 |
187
+ | No log | 68.0 | 272 | 1.1073 | 0.2319 | 1.1073 | 1.0523 |
188
+ | No log | 68.5 | 274 | 1.1009 | 0.2401 | 1.1009 | 1.0492 |
189
+ | No log | 69.0 | 276 | 1.0697 | 0.2487 | 1.0697 | 1.0343 |
190
+ | No log | 69.5 | 278 | 1.0571 | 0.1463 | 1.0571 | 1.0281 |
191
+ | No log | 70.0 | 280 | 1.0554 | 0.1713 | 1.0554 | 1.0273 |
192
+ | No log | 70.5 | 282 | 1.0623 | 0.1616 | 1.0623 | 1.0307 |
193
+ | No log | 71.0 | 284 | 1.0700 | 0.1589 | 1.0700 | 1.0344 |
194
+ | No log | 71.5 | 286 | 1.0769 | 0.1436 | 1.0769 | 1.0378 |
195
+ | No log | 72.0 | 288 | 1.0859 | 0.1408 | 1.0859 | 1.0421 |
196
+ | No log | 72.5 | 290 | 1.0898 | 0.1491 | 1.0898 | 1.0440 |
197
+ | No log | 73.0 | 292 | 1.0859 | 0.1408 | 1.0859 | 1.0421 |
198
+ | No log | 73.5 | 294 | 1.0786 | 0.1037 | 1.0786 | 1.0386 |
199
+ | No log | 74.0 | 296 | 1.0789 | 0.1794 | 1.0789 | 1.0387 |
200
+ | No log | 74.5 | 298 | 1.0819 | 0.2243 | 1.0819 | 1.0401 |
201
+ | No log | 75.0 | 300 | 1.0798 | 0.2243 | 1.0798 | 1.0392 |
202
+ | No log | 75.5 | 302 | 1.0796 | 0.2243 | 1.0796 | 1.0391 |
203
+ | No log | 76.0 | 304 | 1.0774 | 0.1794 | 1.0774 | 1.0380 |
204
+ | No log | 76.5 | 306 | 1.0750 | 0.1794 | 1.0750 | 1.0368 |
205
+ | No log | 77.0 | 308 | 1.0745 | 0.1794 | 1.0745 | 1.0366 |
206
+ | No log | 77.5 | 310 | 1.0732 | 0.1794 | 1.0732 | 1.0359 |
207
+ | No log | 78.0 | 312 | 1.0711 | 0.1794 | 1.0711 | 1.0349 |
208
+ | No log | 78.5 | 314 | 1.0698 | 0.1794 | 1.0698 | 1.0343 |
209
+ | No log | 79.0 | 316 | 1.0674 | 0.1891 | 1.0674 | 1.0331 |
210
+ | No log | 79.5 | 318 | 1.0661 | 0.1465 | 1.0661 | 1.0325 |
211
+ | No log | 80.0 | 320 | 1.0659 | 0.1436 | 1.0659 | 1.0324 |
212
+ | No log | 80.5 | 322 | 1.0650 | 0.1465 | 1.0650 | 1.0320 |
213
+ | No log | 81.0 | 324 | 1.0656 | 0.1944 | 1.0656 | 1.0323 |
214
+ | No log | 81.5 | 326 | 1.0720 | 0.2366 | 1.0720 | 1.0354 |
215
+ | No log | 82.0 | 328 | 1.0785 | 0.2268 | 1.0785 | 1.0385 |
216
+ | No log | 82.5 | 330 | 1.0879 | 0.1752 | 1.0879 | 1.0430 |
217
+ | No log | 83.0 | 332 | 1.0927 | 0.1752 | 1.0927 | 1.0453 |
218
+ | No log | 83.5 | 334 | 1.0997 | 0.1927 | 1.0997 | 1.0487 |
219
+ | No log | 84.0 | 336 | 1.1018 | 0.2074 | 1.1018 | 1.0496 |
220
+ | No log | 84.5 | 338 | 1.0984 | 0.1927 | 1.0984 | 1.0480 |
221
+ | No log | 85.0 | 340 | 1.0925 | 0.1752 | 1.0925 | 1.0452 |
222
+ | No log | 85.5 | 342 | 1.0885 | 0.2145 | 1.0885 | 1.0433 |
223
+ | No log | 86.0 | 344 | 1.0869 | 0.1997 | 1.0869 | 1.0426 |
224
+ | No log | 86.5 | 346 | 1.0858 | 0.2243 | 1.0858 | 1.0420 |
225
+ | No log | 87.0 | 348 | 1.0853 | 0.2366 | 1.0853 | 1.0418 |
226
+ | No log | 87.5 | 350 | 1.0837 | 0.1794 | 1.0837 | 1.0410 |
227
+ | No log | 88.0 | 352 | 1.0834 | 0.1644 | 1.0834 | 1.0409 |
228
+ | No log | 88.5 | 354 | 1.0847 | 0.0639 | 1.0847 | 1.0415 |
229
+ | No log | 89.0 | 356 | 1.0869 | 0.0639 | 1.0869 | 1.0426 |
230
+ | No log | 89.5 | 358 | 1.0887 | 0.0639 | 1.0887 | 1.0434 |
231
+ | No log | 90.0 | 360 | 1.0889 | 0.1037 | 1.0889 | 1.0435 |
232
+ | No log | 90.5 | 362 | 1.0896 | 0.0792 | 1.0896 | 1.0438 |
233
+ | No log | 91.0 | 364 | 1.0917 | 0.1794 | 1.0917 | 1.0448 |
234
+ | No log | 91.5 | 366 | 1.0942 | 0.1794 | 1.0942 | 1.0460 |
235
+ | No log | 92.0 | 368 | 1.0955 | 0.2217 | 1.0955 | 1.0467 |
236
+ | No log | 92.5 | 370 | 1.0962 | 0.2366 | 1.0962 | 1.0470 |
237
+ | No log | 93.0 | 372 | 1.0967 | 0.2120 | 1.0967 | 1.0472 |
238
+ | No log | 93.5 | 374 | 1.0967 | 0.2120 | 1.0967 | 1.0472 |
239
+ | No log | 94.0 | 376 | 1.0963 | 0.2120 | 1.0963 | 1.0470 |
240
+ | No log | 94.5 | 378 | 1.0956 | 0.2243 | 1.0956 | 1.0467 |
241
+ | No log | 95.0 | 380 | 1.0957 | 0.2243 | 1.0957 | 1.0467 |
242
+ | No log | 95.5 | 382 | 1.0954 | 0.2243 | 1.0954 | 1.0466 |
243
+ | No log | 96.0 | 384 | 1.0963 | 0.2120 | 1.0963 | 1.0470 |
244
+ | No log | 96.5 | 386 | 1.0967 | 0.2120 | 1.0967 | 1.0472 |
245
+ | No log | 97.0 | 388 | 1.0975 | 0.2120 | 1.0975 | 1.0476 |
246
+ | No log | 97.5 | 390 | 1.0976 | 0.2120 | 1.0976 | 1.0477 |
247
+ | No log | 98.0 | 392 | 1.0970 | 0.2120 | 1.0970 | 1.0474 |
248
+ | No log | 98.5 | 394 | 1.0967 | 0.2120 | 1.0967 | 1.0472 |
249
+ | No log | 99.0 | 396 | 1.0963 | 0.2120 | 1.0963 | 1.0471 |
250
+ | No log | 99.5 | 398 | 1.0961 | 0.2120 | 1.0961 | 1.0469 |
251
+ | No log | 100.0 | 400 | 1.0960 | 0.2120 | 1.0960 | 1.0469 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
252
 
253
 
254
  ### Framework versions
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