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ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k1_task1_organization

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bert
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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: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k20_task1_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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- # ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k20_task1_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: 0.6928
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- - Qwk: 0.6096
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- - Mse: 0.6928
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- - Rmse: 0.8323
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  ## Model description
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@@ -47,265 +47,408 @@ 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 | 0.0204 | 2 | 5.2781 | -0.0163 | 5.2781 | 2.2974 |
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- | No log | 0.0408 | 4 | 3.4104 | 0.0445 | 3.4105 | 1.8467 |
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- | No log | 0.0612 | 6 | 2.5206 | -0.0928 | 2.5206 | 1.5876 |
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- | No log | 0.0816 | 8 | 1.6544 | 0.1402 | 1.6544 | 1.2862 |
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- | No log | 0.1020 | 10 | 1.2417 | 0.2185 | 1.2417 | 1.1143 |
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- | No log | 0.1224 | 12 | 1.0991 | 0.3305 | 1.0991 | 1.0484 |
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- | No log | 0.1429 | 14 | 1.0545 | 0.3433 | 1.0545 | 1.0269 |
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- | No log | 0.1633 | 16 | 1.1757 | 0.2565 | 1.1757 | 1.0843 |
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- | No log | 0.1837 | 18 | 1.2550 | 0.2754 | 1.2550 | 1.1203 |
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- | No log | 0.2041 | 20 | 1.0493 | 0.3162 | 1.0493 | 1.0244 |
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- | No log | 0.2245 | 22 | 1.0488 | 0.4038 | 1.0488 | 1.0241 |
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- | No log | 0.2449 | 24 | 1.0843 | 0.4275 | 1.0843 | 1.0413 |
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- | No log | 0.2653 | 26 | 1.3000 | 0.2825 | 1.3000 | 1.1402 |
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- | No log | 0.2857 | 28 | 1.8720 | 0.0358 | 1.8720 | 1.3682 |
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- | No log | 0.3061 | 30 | 2.3271 | -0.1650 | 2.3271 | 1.5255 |
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- | No log | 0.3265 | 32 | 1.4564 | 0.1839 | 1.4564 | 1.2068 |
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- | No log | 0.3469 | 34 | 1.0335 | 0.4195 | 1.0335 | 1.0166 |
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- | No log | 0.3673 | 36 | 0.9945 | 0.3436 | 0.9945 | 0.9972 |
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- | No log | 0.3878 | 38 | 1.0714 | 0.4022 | 1.0714 | 1.0351 |
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- | No log | 0.4082 | 40 | 1.3934 | 0.2724 | 1.3934 | 1.1804 |
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- | No log | 0.4286 | 42 | 1.4627 | 0.2273 | 1.4627 | 1.2094 |
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- | No log | 0.4490 | 44 | 1.1573 | 0.3789 | 1.1573 | 1.0758 |
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- | No log | 0.4694 | 46 | 0.9842 | 0.5318 | 0.9842 | 0.9921 |
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- | No log | 0.4898 | 48 | 0.9717 | 0.5080 | 0.9717 | 0.9858 |
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- | No log | 0.5102 | 50 | 0.9445 | 0.4971 | 0.9445 | 0.9719 |
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- | No log | 0.5306 | 52 | 1.0291 | 0.3873 | 1.0291 | 1.0144 |
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- | No log | 0.5510 | 54 | 1.0098 | 0.3961 | 1.0098 | 1.0049 |
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- | No log | 0.5714 | 56 | 0.9101 | 0.4395 | 0.9101 | 0.9540 |
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- | No log | 0.5918 | 58 | 0.9313 | 0.4202 | 0.9313 | 0.9650 |
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- | No log | 0.6122 | 60 | 0.9259 | 0.4348 | 0.9259 | 0.9622 |
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- | No log | 0.6327 | 62 | 1.0292 | 0.4632 | 1.0292 | 1.0145 |
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- | No log | 0.6531 | 64 | 1.2215 | 0.3031 | 1.2215 | 1.1052 |
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- | No log | 0.6735 | 66 | 1.0492 | 0.4567 | 1.0492 | 1.0243 |
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- | No log | 0.6939 | 68 | 0.8616 | 0.5526 | 0.8616 | 0.9282 |
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- | No log | 0.7143 | 70 | 1.0007 | 0.4778 | 1.0007 | 1.0004 |
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- | No log | 0.7347 | 72 | 1.2435 | 0.4152 | 1.2435 | 1.1151 |
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- | No log | 0.7551 | 74 | 1.0029 | 0.4329 | 1.0029 | 1.0014 |
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- | No log | 0.7755 | 76 | 0.9524 | 0.5251 | 0.9524 | 0.9759 |
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- | No log | 0.7959 | 78 | 1.0880 | 0.4195 | 1.0880 | 1.0431 |
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- | No log | 0.8163 | 80 | 1.0978 | 0.4253 | 1.0978 | 1.0477 |
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- | No log | 0.8367 | 82 | 0.9895 | 0.4954 | 0.9895 | 0.9947 |
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- | No log | 0.8571 | 84 | 0.9191 | 0.5160 | 0.9191 | 0.9587 |
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- | No log | 0.8776 | 86 | 0.9214 | 0.4675 | 0.9214 | 0.9599 |
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- | No log | 0.8980 | 88 | 0.9076 | 0.4858 | 0.9076 | 0.9527 |
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- | No log | 0.9184 | 90 | 0.8456 | 0.5362 | 0.8456 | 0.9196 |
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- | No log | 0.9388 | 92 | 0.9760 | 0.4030 | 0.9760 | 0.9879 |
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- | No log | 0.9592 | 94 | 1.6512 | -0.0084 | 1.6512 | 1.2850 |
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- | No log | 0.9796 | 96 | 1.5812 | 0.0308 | 1.5812 | 1.2575 |
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- | No log | 1.0 | 98 | 1.1015 | 0.2517 | 1.1015 | 1.0495 |
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- | No log | 1.0204 | 100 | 0.8865 | 0.5362 | 0.8865 | 0.9415 |
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- | No log | 1.0408 | 102 | 0.8416 | 0.5991 | 0.8416 | 0.9174 |
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- | No log | 1.0612 | 104 | 0.8374 | 0.5886 | 0.8374 | 0.9151 |
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- | No log | 1.0816 | 106 | 0.7919 | 0.5779 | 0.7919 | 0.8899 |
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- | No log | 1.1020 | 108 | 0.7860 | 0.5813 | 0.7860 | 0.8866 |
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- | No log | 1.1224 | 110 | 0.7995 | 0.6331 | 0.7995 | 0.8942 |
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- | No log | 1.1429 | 112 | 0.7655 | 0.6496 | 0.7655 | 0.8749 |
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- | No log | 1.1633 | 114 | 0.7541 | 0.6514 | 0.7541 | 0.8684 |
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- | No log | 1.1837 | 116 | 0.7695 | 0.6221 | 0.7695 | 0.8772 |
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- | No log | 1.2041 | 118 | 0.7697 | 0.6135 | 0.7697 | 0.8773 |
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- | No log | 1.2245 | 120 | 0.7710 | 0.5913 | 0.7710 | 0.8781 |
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- | No log | 1.2449 | 122 | 0.7616 | 0.6189 | 0.7616 | 0.8727 |
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- | No log | 1.2653 | 124 | 0.8054 | 0.6166 | 0.8054 | 0.8974 |
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- | No log | 1.2857 | 126 | 0.9775 | 0.5258 | 0.9775 | 0.9887 |
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- | No log | 1.3061 | 128 | 1.0841 | 0.5098 | 1.0841 | 1.0412 |
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- | No log | 1.3265 | 130 | 1.0496 | 0.5324 | 1.0496 | 1.0245 |
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- | No log | 1.3469 | 132 | 0.9969 | 0.5546 | 0.9969 | 0.9985 |
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- | No log | 1.3673 | 134 | 0.8705 | 0.6105 | 0.8705 | 0.9330 |
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- | No log | 1.3878 | 136 | 0.8166 | 0.6778 | 0.8166 | 0.9037 |
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- | No log | 1.4082 | 138 | 0.8283 | 0.6653 | 0.8283 | 0.9101 |
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- | No log | 1.4286 | 140 | 0.8765 | 0.6228 | 0.8765 | 0.9362 |
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- | No log | 1.4490 | 142 | 0.8835 | 0.6261 | 0.8835 | 0.9400 |
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- | No log | 1.4694 | 144 | 0.8836 | 0.6238 | 0.8836 | 0.9400 |
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- | No log | 1.4898 | 146 | 1.0274 | 0.5694 | 1.0274 | 1.0136 |
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- | No log | 1.5102 | 148 | 1.0584 | 0.5429 | 1.0584 | 1.0288 |
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- | No log | 1.5306 | 150 | 0.9162 | 0.6090 | 0.9162 | 0.9572 |
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- | No log | 1.5510 | 152 | 0.7901 | 0.6728 | 0.7901 | 0.8889 |
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- | No log | 1.5714 | 154 | 0.8000 | 0.6577 | 0.8000 | 0.8945 |
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- | No log | 1.5918 | 156 | 0.8592 | 0.6781 | 0.8592 | 0.9269 |
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- | No log | 1.6122 | 158 | 0.9939 | 0.5917 | 0.9939 | 0.9969 |
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- | No log | 1.6327 | 160 | 0.9930 | 0.5795 | 0.9930 | 0.9965 |
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- | No log | 1.6531 | 162 | 0.8973 | 0.6402 | 0.8973 | 0.9472 |
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- | No log | 1.6735 | 164 | 0.8011 | 0.6480 | 0.8011 | 0.8950 |
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- | No log | 1.6939 | 166 | 0.8234 | 0.6813 | 0.8234 | 0.9074 |
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- | No log | 1.7143 | 168 | 0.9876 | 0.6007 | 0.9876 | 0.9938 |
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- | No log | 1.7347 | 170 | 1.1225 | 0.5134 | 1.1225 | 1.0595 |
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- | No log | 1.7551 | 172 | 1.0429 | 0.5393 | 1.0429 | 1.0212 |
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- | No log | 1.7755 | 174 | 0.9508 | 0.6464 | 0.9508 | 0.9751 |
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- | No log | 1.7959 | 176 | 0.9113 | 0.6598 | 0.9113 | 0.9546 |
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- | No log | 1.8163 | 178 | 0.9206 | 0.6204 | 0.9206 | 0.9595 |
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- | No log | 1.8367 | 180 | 0.9775 | 0.5618 | 0.9775 | 0.9887 |
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- | No log | 1.8571 | 182 | 0.9167 | 0.5794 | 0.9167 | 0.9574 |
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- | No log | 1.8776 | 184 | 0.8218 | 0.5619 | 0.8218 | 0.9065 |
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- | No log | 1.8980 | 186 | 0.8256 | 0.5195 | 0.8256 | 0.9086 |
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- | No log | 1.9184 | 188 | 0.8296 | 0.5830 | 0.8296 | 0.9108 |
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- | No log | 1.9388 | 190 | 0.9826 | 0.5358 | 0.9826 | 0.9913 |
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- | No log | 1.9592 | 192 | 1.1710 | 0.4653 | 1.1710 | 1.0821 |
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- | No log | 1.9796 | 194 | 1.1736 | 0.4644 | 1.1736 | 1.0833 |
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- | No log | 2.0 | 196 | 1.1128 | 0.4786 | 1.1128 | 1.0549 |
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- | No log | 2.0204 | 198 | 0.9607 | 0.5599 | 0.9607 | 0.9802 |
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- | No log | 2.0408 | 200 | 0.9190 | 0.5570 | 0.9190 | 0.9587 |
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- | No log | 2.0612 | 202 | 0.9199 | 0.5599 | 0.9199 | 0.9591 |
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- | No log | 2.0816 | 204 | 0.9813 | 0.5483 | 0.9813 | 0.9906 |
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- | No log | 2.1020 | 206 | 1.0288 | 0.5121 | 1.0288 | 1.0143 |
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- | No log | 2.1224 | 208 | 1.0146 | 0.5280 | 1.0146 | 1.0073 |
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- | No log | 2.1429 | 210 | 0.9023 | 0.6169 | 0.9023 | 0.9499 |
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- | No log | 2.1633 | 212 | 0.8099 | 0.6547 | 0.8099 | 0.8999 |
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- | No log | 2.1837 | 214 | 0.8121 | 0.5674 | 0.8121 | 0.9012 |
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- | No log | 2.2041 | 216 | 0.8053 | 0.5932 | 0.8053 | 0.8974 |
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- | No log | 2.2245 | 218 | 0.8046 | 0.6273 | 0.8046 | 0.8970 |
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- | No log | 2.2449 | 220 | 0.7971 | 0.6207 | 0.7971 | 0.8928 |
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- | No log | 2.2653 | 222 | 0.7891 | 0.6017 | 0.7891 | 0.8883 |
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- | No log | 2.2857 | 224 | 0.8009 | 0.6453 | 0.8009 | 0.8950 |
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- | No log | 2.3061 | 226 | 0.8842 | 0.6194 | 0.8842 | 0.9403 |
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- | No log | 2.3265 | 228 | 0.9771 | 0.5717 | 0.9771 | 0.9885 |
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- | No log | 2.3469 | 230 | 0.9543 | 0.5542 | 0.9543 | 0.9769 |
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- | No log | 2.3673 | 232 | 0.8418 | 0.6745 | 0.8418 | 0.9175 |
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- | No log | 2.3878 | 234 | 0.8197 | 0.6634 | 0.8197 | 0.9054 |
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- | No log | 2.4082 | 236 | 0.8413 | 0.6373 | 0.8413 | 0.9172 |
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- | No log | 2.4286 | 238 | 0.9307 | 0.5754 | 0.9307 | 0.9647 |
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- | No log | 2.4490 | 240 | 0.9791 | 0.5705 | 0.9791 | 0.9895 |
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- | No log | 2.4694 | 242 | 0.9951 | 0.5681 | 0.9951 | 0.9976 |
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- | No log | 2.4898 | 244 | 0.8579 | 0.5968 | 0.8579 | 0.9263 |
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- | No log | 2.5102 | 246 | 0.7679 | 0.6500 | 0.7680 | 0.8763 |
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- | No log | 2.5306 | 248 | 0.7751 | 0.6552 | 0.7751 | 0.8804 |
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- | No log | 2.5510 | 250 | 0.7938 | 0.6515 | 0.7938 | 0.8909 |
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- | No log | 2.5714 | 252 | 0.8133 | 0.6893 | 0.8133 | 0.9018 |
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- | No log | 2.5918 | 254 | 0.7939 | 0.7031 | 0.7939 | 0.8910 |
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- | No log | 2.6122 | 256 | 0.8022 | 0.6814 | 0.8022 | 0.8957 |
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- | No log | 2.6327 | 258 | 0.8739 | 0.6110 | 0.8739 | 0.9348 |
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- | No log | 2.6531 | 260 | 0.8748 | 0.6291 | 0.8748 | 0.9353 |
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- | No log | 2.6735 | 262 | 0.8060 | 0.6416 | 0.8060 | 0.8978 |
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- | No log | 2.6939 | 264 | 0.7833 | 0.6327 | 0.7833 | 0.8850 |
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- | No log | 2.7143 | 266 | 0.8106 | 0.6178 | 0.8106 | 0.9004 |
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- | No log | 2.7347 | 268 | 0.7923 | 0.6011 | 0.7923 | 0.8901 |
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- | No log | 2.7551 | 270 | 0.7857 | 0.5275 | 0.7857 | 0.8864 |
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- | No log | 2.7755 | 272 | 0.8094 | 0.5232 | 0.8094 | 0.8996 |
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- | No log | 2.7959 | 274 | 0.8560 | 0.5391 | 0.8560 | 0.9252 |
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- | No log | 2.8163 | 276 | 0.8427 | 0.5945 | 0.8427 | 0.9180 |
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- | No log | 2.8367 | 278 | 0.7787 | 0.6242 | 0.7787 | 0.8825 |
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- | No log | 2.8571 | 280 | 0.7810 | 0.6056 | 0.7810 | 0.8837 |
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- | No log | 2.8776 | 282 | 0.7783 | 0.6472 | 0.7783 | 0.8822 |
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- | No log | 2.8980 | 284 | 0.7922 | 0.6558 | 0.7922 | 0.8900 |
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- | No log | 2.9184 | 286 | 0.8584 | 0.6175 | 0.8584 | 0.9265 |
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- | No log | 2.9388 | 288 | 0.8867 | 0.6152 | 0.8867 | 0.9416 |
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- | No log | 2.9592 | 290 | 0.8638 | 0.5997 | 0.8638 | 0.9294 |
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- | No log | 2.9796 | 292 | 0.7845 | 0.6047 | 0.7845 | 0.8857 |
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- | No log | 3.0 | 294 | 0.7871 | 0.6231 | 0.7871 | 0.8872 |
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- | No log | 3.0204 | 296 | 0.7811 | 0.5452 | 0.7811 | 0.8838 |
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- | No log | 3.0408 | 298 | 0.7686 | 0.5797 | 0.7686 | 0.8767 |
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- | No log | 3.0612 | 300 | 0.7879 | 0.6053 | 0.7879 | 0.8877 |
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- | No log | 3.0816 | 302 | 0.8143 | 0.6169 | 0.8143 | 0.9024 |
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- | No log | 3.1020 | 304 | 0.8526 | 0.5981 | 0.8526 | 0.9234 |
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- | No log | 3.1224 | 306 | 0.9223 | 0.5677 | 0.9223 | 0.9604 |
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- | No log | 3.1429 | 308 | 0.9449 | 0.5728 | 0.9449 | 0.9721 |
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- | No log | 3.1633 | 310 | 0.9781 | 0.5763 | 0.9781 | 0.9890 |
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- | No log | 3.1837 | 312 | 0.9110 | 0.6137 | 0.9110 | 0.9545 |
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- | No log | 3.2041 | 314 | 0.9057 | 0.6042 | 0.9057 | 0.9517 |
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- | No log | 3.2245 | 316 | 0.9161 | 0.5725 | 0.9161 | 0.9571 |
210
- | No log | 3.2449 | 318 | 0.8814 | 0.5251 | 0.8814 | 0.9388 |
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- | No log | 3.2653 | 320 | 0.8385 | 0.5535 | 0.8385 | 0.9157 |
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- | No log | 3.2857 | 322 | 0.8280 | 0.5581 | 0.8280 | 0.9100 |
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- | No log | 3.3061 | 324 | 0.8284 | 0.5611 | 0.8284 | 0.9101 |
214
- | No log | 3.3265 | 326 | 0.8294 | 0.5937 | 0.8294 | 0.9107 |
215
- | No log | 3.3469 | 328 | 0.8245 | 0.5897 | 0.8245 | 0.9080 |
216
- | No log | 3.3673 | 330 | 0.9367 | 0.5185 | 0.9367 | 0.9678 |
217
- | No log | 3.3878 | 332 | 1.0880 | 0.5096 | 1.0880 | 1.0431 |
218
- | No log | 3.4082 | 334 | 1.1714 | 0.4931 | 1.1714 | 1.0823 |
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- | No log | 3.4286 | 336 | 1.0478 | 0.5075 | 1.0478 | 1.0236 |
220
- | No log | 3.4490 | 338 | 0.8886 | 0.6146 | 0.8886 | 0.9426 |
221
- | No log | 3.4694 | 340 | 0.8356 | 0.6605 | 0.8356 | 0.9141 |
222
- | No log | 3.4898 | 342 | 0.8355 | 0.6539 | 0.8355 | 0.9141 |
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- | No log | 3.5102 | 344 | 0.8534 | 0.6248 | 0.8534 | 0.9238 |
224
- | No log | 3.5306 | 346 | 0.9956 | 0.5417 | 0.9956 | 0.9978 |
225
- | No log | 3.5510 | 348 | 1.0239 | 0.5398 | 1.0239 | 1.0119 |
226
- | No log | 3.5714 | 350 | 0.8895 | 0.6229 | 0.8895 | 0.9431 |
227
- | No log | 3.5918 | 352 | 0.8105 | 0.6411 | 0.8105 | 0.9003 |
228
- | No log | 3.6122 | 354 | 0.8146 | 0.6539 | 0.8146 | 0.9025 |
229
- | No log | 3.6327 | 356 | 0.9260 | 0.6215 | 0.9260 | 0.9623 |
230
- | No log | 3.6531 | 358 | 1.0002 | 0.5798 | 1.0002 | 1.0001 |
231
- | No log | 3.6735 | 360 | 1.0305 | 0.5880 | 1.0305 | 1.0151 |
232
- | No log | 3.6939 | 362 | 0.9930 | 0.6113 | 0.9930 | 0.9965 |
233
- | No log | 3.7143 | 364 | 1.0737 | 0.5622 | 1.0737 | 1.0362 |
234
- | No log | 3.7347 | 366 | 1.3230 | 0.4623 | 1.3230 | 1.1502 |
235
- | No log | 3.7551 | 368 | 1.4403 | 0.4469 | 1.4403 | 1.2001 |
236
- | No log | 3.7755 | 370 | 1.2831 | 0.4609 | 1.2831 | 1.1327 |
237
- | No log | 3.7959 | 372 | 1.0507 | 0.5269 | 1.0507 | 1.0250 |
238
- | No log | 3.8163 | 374 | 0.8297 | 0.5934 | 0.8297 | 0.9109 |
239
- | No log | 3.8367 | 376 | 0.7816 | 0.6017 | 0.7816 | 0.8841 |
240
- | No log | 3.8571 | 378 | 0.8245 | 0.5537 | 0.8245 | 0.9080 |
241
- | No log | 3.8776 | 380 | 0.8715 | 0.5647 | 0.8715 | 0.9336 |
242
- | No log | 3.8980 | 382 | 0.9330 | 0.5758 | 0.9330 | 0.9659 |
243
- | No log | 3.9184 | 384 | 0.9316 | 0.5929 | 0.9316 | 0.9652 |
244
- | No log | 3.9388 | 386 | 0.8706 | 0.6051 | 0.8706 | 0.9331 |
245
- | No log | 3.9592 | 388 | 0.8987 | 0.6094 | 0.8987 | 0.9480 |
246
- | No log | 3.9796 | 390 | 0.9083 | 0.6064 | 0.9083 | 0.9531 |
247
- | No log | 4.0 | 392 | 0.9501 | 0.5584 | 0.9501 | 0.9747 |
248
- | No log | 4.0204 | 394 | 0.8813 | 0.5906 | 0.8813 | 0.9388 |
249
- | No log | 4.0408 | 396 | 0.7753 | 0.5521 | 0.7753 | 0.8805 |
250
- | No log | 4.0612 | 398 | 0.7389 | 0.5779 | 0.7389 | 0.8596 |
251
- | No log | 4.0816 | 400 | 0.7264 | 0.6057 | 0.7264 | 0.8523 |
252
- | No log | 4.1020 | 402 | 0.7115 | 0.6388 | 0.7115 | 0.8435 |
253
- | No log | 4.1224 | 404 | 0.7163 | 0.6783 | 0.7163 | 0.8463 |
254
- | No log | 4.1429 | 406 | 0.8791 | 0.6098 | 0.8791 | 0.9376 |
255
- | No log | 4.1633 | 408 | 1.0036 | 0.5694 | 1.0036 | 1.0018 |
256
- | No log | 4.1837 | 410 | 0.9089 | 0.6186 | 0.9089 | 0.9533 |
257
- | No log | 4.2041 | 412 | 0.8027 | 0.6618 | 0.8027 | 0.8959 |
258
- | No log | 4.2245 | 414 | 0.7292 | 0.6916 | 0.7292 | 0.8539 |
259
- | No log | 4.2449 | 416 | 0.7188 | 0.6979 | 0.7188 | 0.8478 |
260
- | No log | 4.2653 | 418 | 0.7246 | 0.6854 | 0.7246 | 0.8512 |
261
- | No log | 4.2857 | 420 | 0.8110 | 0.6419 | 0.8110 | 0.9006 |
262
- | No log | 4.3061 | 422 | 0.8863 | 0.5792 | 0.8863 | 0.9415 |
263
- | No log | 4.3265 | 424 | 0.8644 | 0.6068 | 0.8644 | 0.9297 |
264
- | No log | 4.3469 | 426 | 0.8395 | 0.6261 | 0.8395 | 0.9162 |
265
- | No log | 4.3673 | 428 | 0.8756 | 0.5965 | 0.8756 | 0.9357 |
266
- | No log | 4.3878 | 430 | 0.8744 | 0.5921 | 0.8744 | 0.9351 |
267
- | No log | 4.4082 | 432 | 0.8075 | 0.6459 | 0.8075 | 0.8986 |
268
- | No log | 4.4286 | 434 | 0.7530 | 0.7056 | 0.7530 | 0.8677 |
269
- | No log | 4.4490 | 436 | 0.7648 | 0.7082 | 0.7648 | 0.8745 |
270
- | No log | 4.4694 | 438 | 0.7714 | 0.7143 | 0.7714 | 0.8783 |
271
- | No log | 4.4898 | 440 | 0.8663 | 0.6323 | 0.8663 | 0.9308 |
272
- | No log | 4.5102 | 442 | 1.0017 | 0.5389 | 1.0017 | 1.0009 |
273
- | No log | 4.5306 | 444 | 1.0013 | 0.5236 | 1.0013 | 1.0006 |
274
- | No log | 4.5510 | 446 | 0.8802 | 0.6126 | 0.8802 | 0.9382 |
275
- | No log | 4.5714 | 448 | 0.7566 | 0.6297 | 0.7566 | 0.8698 |
276
- | No log | 4.5918 | 450 | 0.7435 | 0.6242 | 0.7435 | 0.8623 |
277
- | No log | 4.6122 | 452 | 0.7596 | 0.6262 | 0.7596 | 0.8716 |
278
- | No log | 4.6327 | 454 | 0.8249 | 0.6373 | 0.8249 | 0.9083 |
279
- | No log | 4.6531 | 456 | 0.9342 | 0.5728 | 0.9342 | 0.9665 |
280
- | No log | 4.6735 | 458 | 0.9896 | 0.5545 | 0.9896 | 0.9948 |
281
- | No log | 4.6939 | 460 | 0.9036 | 0.5739 | 0.9036 | 0.9506 |
282
- | No log | 4.7143 | 462 | 0.8331 | 0.6070 | 0.8331 | 0.9127 |
283
- | No log | 4.7347 | 464 | 0.8336 | 0.6020 | 0.8336 | 0.9130 |
284
- | No log | 4.7551 | 466 | 0.8941 | 0.5315 | 0.8941 | 0.9456 |
285
- | No log | 4.7755 | 468 | 0.9204 | 0.5347 | 0.9204 | 0.9593 |
286
- | No log | 4.7959 | 470 | 0.9576 | 0.5400 | 0.9576 | 0.9786 |
287
- | No log | 4.8163 | 472 | 0.9523 | 0.5547 | 0.9523 | 0.9758 |
288
- | No log | 4.8367 | 474 | 0.8500 | 0.5663 | 0.8500 | 0.9220 |
289
- | No log | 4.8571 | 476 | 0.7566 | 0.6555 | 0.7566 | 0.8698 |
290
- | No log | 4.8776 | 478 | 0.7041 | 0.6414 | 0.7041 | 0.8391 |
291
- | No log | 4.8980 | 480 | 0.7045 | 0.6644 | 0.7045 | 0.8393 |
292
- | No log | 4.9184 | 482 | 0.7342 | 0.6575 | 0.7342 | 0.8569 |
293
- | No log | 4.9388 | 484 | 0.8078 | 0.6360 | 0.8078 | 0.8988 |
294
- | No log | 4.9592 | 486 | 0.8087 | 0.6367 | 0.8087 | 0.8993 |
295
- | No log | 4.9796 | 488 | 0.8095 | 0.6415 | 0.8095 | 0.8997 |
296
- | No log | 5.0 | 490 | 0.7502 | 0.6757 | 0.7502 | 0.8661 |
297
- | No log | 5.0204 | 492 | 0.7597 | 0.6511 | 0.7597 | 0.8716 |
298
- | No log | 5.0408 | 494 | 0.8037 | 0.6451 | 0.8037 | 0.8965 |
299
- | No log | 5.0612 | 496 | 0.7664 | 0.6606 | 0.7664 | 0.8754 |
300
- | No log | 5.0816 | 498 | 0.6825 | 0.6747 | 0.6825 | 0.8261 |
301
- | 0.4171 | 5.1020 | 500 | 0.6675 | 0.6810 | 0.6675 | 0.8170 |
302
- | 0.4171 | 5.1224 | 502 | 0.6677 | 0.6810 | 0.6677 | 0.8172 |
303
- | 0.4171 | 5.1429 | 504 | 0.7164 | 0.6902 | 0.7164 | 0.8464 |
304
- | 0.4171 | 5.1633 | 506 | 0.7852 | 0.6741 | 0.7852 | 0.8861 |
305
- | 0.4171 | 5.1837 | 508 | 0.8311 | 0.6282 | 0.8311 | 0.9116 |
306
- | 0.4171 | 5.2041 | 510 | 0.8097 | 0.6385 | 0.8097 | 0.8999 |
307
- | 0.4171 | 5.2245 | 512 | 0.7317 | 0.6624 | 0.7317 | 0.8554 |
308
- | 0.4171 | 5.2449 | 514 | 0.6928 | 0.6096 | 0.6928 | 0.8323 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k1_task1_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
+ # ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k1_task1_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.
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  It achieves the following results on the evaluation set:
18
+ - Loss: 0.9625
19
+ - Qwk: 0.5573
20
+ - Mse: 0.9625
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+ - Rmse: 0.9811
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.25 | 2 | 5.4751 | 0.0006 | 5.4751 | 2.3399 |
53
+ | No log | 0.5 | 4 | 3.2737 | 0.0589 | 3.2737 | 1.8093 |
54
+ | No log | 0.75 | 6 | 1.9108 | 0.1343 | 1.9108 | 1.3823 |
55
+ | No log | 1.0 | 8 | 1.3896 | 0.1323 | 1.3896 | 1.1788 |
56
+ | No log | 1.25 | 10 | 1.1604 | 0.3303 | 1.1604 | 1.0772 |
57
+ | No log | 1.5 | 12 | 1.0901 | 0.1771 | 1.0901 | 1.0441 |
58
+ | No log | 1.75 | 14 | 1.1150 | 0.1283 | 1.1150 | 1.0559 |
59
+ | No log | 2.0 | 16 | 1.1795 | 0.1671 | 1.1795 | 1.0860 |
60
+ | No log | 2.25 | 18 | 1.1703 | 0.1707 | 1.1703 | 1.0818 |
61
+ | No log | 2.5 | 20 | 1.1297 | 0.1056 | 1.1297 | 1.0629 |
62
+ | No log | 2.75 | 22 | 1.0742 | 0.1472 | 1.0742 | 1.0364 |
63
+ | No log | 3.0 | 24 | 1.0249 | 0.2619 | 1.0249 | 1.0124 |
64
+ | No log | 3.25 | 26 | 1.0130 | 0.2875 | 1.0130 | 1.0065 |
65
+ | No log | 3.5 | 28 | 0.9725 | 0.2811 | 0.9725 | 0.9862 |
66
+ | No log | 3.75 | 30 | 1.1027 | 0.2433 | 1.1027 | 1.0501 |
67
+ | No log | 4.0 | 32 | 1.2003 | 0.2415 | 1.2003 | 1.0956 |
68
+ | No log | 4.25 | 34 | 1.2432 | 0.2445 | 1.2432 | 1.1150 |
69
+ | No log | 4.5 | 36 | 1.0422 | 0.4362 | 1.0422 | 1.0209 |
70
+ | No log | 4.75 | 38 | 1.0466 | 0.4736 | 1.0466 | 1.0231 |
71
+ | No log | 5.0 | 40 | 0.9771 | 0.4992 | 0.9771 | 0.9885 |
72
+ | No log | 5.25 | 42 | 0.8757 | 0.3943 | 0.8757 | 0.9358 |
73
+ | No log | 5.5 | 44 | 0.8992 | 0.4339 | 0.8992 | 0.9483 |
74
+ | No log | 5.75 | 46 | 0.8863 | 0.3983 | 0.8863 | 0.9414 |
75
+ | No log | 6.0 | 48 | 0.9022 | 0.4614 | 0.9022 | 0.9498 |
76
+ | No log | 6.25 | 50 | 0.9850 | 0.4875 | 0.9850 | 0.9925 |
77
+ | No log | 6.5 | 52 | 1.1788 | 0.4788 | 1.1788 | 1.0857 |
78
+ | No log | 6.75 | 54 | 1.1735 | 0.4634 | 1.1735 | 1.0833 |
79
+ | No log | 7.0 | 56 | 1.0730 | 0.4608 | 1.0730 | 1.0359 |
80
+ | No log | 7.25 | 58 | 1.0112 | 0.5301 | 1.0112 | 1.0056 |
81
+ | No log | 7.5 | 60 | 0.9734 | 0.5461 | 0.9734 | 0.9866 |
82
+ | No log | 7.75 | 62 | 0.9805 | 0.5294 | 0.9805 | 0.9902 |
83
+ | No log | 8.0 | 64 | 1.0192 | 0.5301 | 1.0192 | 1.0095 |
84
+ | No log | 8.25 | 66 | 1.0007 | 0.5253 | 1.0007 | 1.0004 |
85
+ | No log | 8.5 | 68 | 1.0021 | 0.5297 | 1.0021 | 1.0011 |
86
+ | No log | 8.75 | 70 | 0.9834 | 0.5288 | 0.9834 | 0.9917 |
87
+ | No log | 9.0 | 72 | 0.8826 | 0.5691 | 0.8826 | 0.9395 |
88
+ | No log | 9.25 | 74 | 0.8086 | 0.5757 | 0.8086 | 0.8992 |
89
+ | No log | 9.5 | 76 | 0.7979 | 0.5662 | 0.7979 | 0.8933 |
90
+ | No log | 9.75 | 78 | 0.8929 | 0.5521 | 0.8929 | 0.9449 |
91
+ | No log | 10.0 | 80 | 1.0506 | 0.5484 | 1.0506 | 1.0250 |
92
+ | No log | 10.25 | 82 | 1.1447 | 0.5043 | 1.1447 | 1.0699 |
93
+ | No log | 10.5 | 84 | 1.1428 | 0.4970 | 1.1428 | 1.0690 |
94
+ | No log | 10.75 | 86 | 1.1423 | 0.5064 | 1.1423 | 1.0688 |
95
+ | No log | 11.0 | 88 | 1.0487 | 0.5210 | 1.0487 | 1.0241 |
96
+ | No log | 11.25 | 90 | 1.0637 | 0.5441 | 1.0637 | 1.0314 |
97
+ | No log | 11.5 | 92 | 1.0478 | 0.5161 | 1.0478 | 1.0236 |
98
+ | No log | 11.75 | 94 | 1.0674 | 0.5191 | 1.0674 | 1.0331 |
99
+ | No log | 12.0 | 96 | 1.0407 | 0.5244 | 1.0407 | 1.0202 |
100
+ | No log | 12.25 | 98 | 0.9531 | 0.5536 | 0.9531 | 0.9763 |
101
+ | No log | 12.5 | 100 | 0.8751 | 0.5307 | 0.8751 | 0.9355 |
102
+ | No log | 12.75 | 102 | 0.9824 | 0.5092 | 0.9824 | 0.9911 |
103
+ | No log | 13.0 | 104 | 1.1429 | 0.4725 | 1.1429 | 1.0691 |
104
+ | No log | 13.25 | 106 | 1.1359 | 0.4720 | 1.1359 | 1.0658 |
105
+ | No log | 13.5 | 108 | 1.2587 | 0.4805 | 1.2587 | 1.1219 |
106
+ | No log | 13.75 | 110 | 1.0863 | 0.4900 | 1.0863 | 1.0422 |
107
+ | No log | 14.0 | 112 | 0.8168 | 0.5699 | 0.8168 | 0.9037 |
108
+ | No log | 14.25 | 114 | 0.7530 | 0.5861 | 0.7530 | 0.8678 |
109
+ | No log | 14.5 | 116 | 0.7929 | 0.5913 | 0.7929 | 0.8905 |
110
+ | No log | 14.75 | 118 | 1.0029 | 0.5504 | 1.0029 | 1.0015 |
111
+ | No log | 15.0 | 120 | 1.2239 | 0.5362 | 1.2239 | 1.1063 |
112
+ | No log | 15.25 | 122 | 1.2423 | 0.5023 | 1.2423 | 1.1146 |
113
+ | No log | 15.5 | 124 | 1.0806 | 0.5198 | 1.0806 | 1.0395 |
114
+ | No log | 15.75 | 126 | 1.0505 | 0.5332 | 1.0505 | 1.0249 |
115
+ | No log | 16.0 | 128 | 0.9641 | 0.5501 | 0.9641 | 0.9819 |
116
+ | No log | 16.25 | 130 | 0.9397 | 0.5471 | 0.9397 | 0.9694 |
117
+ | No log | 16.5 | 132 | 0.9818 | 0.5264 | 0.9818 | 0.9909 |
118
+ | No log | 16.75 | 134 | 0.9445 | 0.5457 | 0.9445 | 0.9718 |
119
+ | No log | 17.0 | 136 | 0.9702 | 0.5468 | 0.9702 | 0.9850 |
120
+ | No log | 17.25 | 138 | 0.9699 | 0.5437 | 0.9699 | 0.9849 |
121
+ | No log | 17.5 | 140 | 0.9717 | 0.5543 | 0.9717 | 0.9857 |
122
+ | No log | 17.75 | 142 | 1.0081 | 0.5234 | 1.0081 | 1.0040 |
123
+ | No log | 18.0 | 144 | 0.9731 | 0.5415 | 0.9731 | 0.9864 |
124
+ | No log | 18.25 | 146 | 0.8710 | 0.5705 | 0.8710 | 0.9333 |
125
+ | No log | 18.5 | 148 | 0.7974 | 0.6348 | 0.7974 | 0.8930 |
126
+ | No log | 18.75 | 150 | 0.8204 | 0.6241 | 0.8204 | 0.9058 |
127
+ | No log | 19.0 | 152 | 0.8882 | 0.6249 | 0.8882 | 0.9425 |
128
+ | No log | 19.25 | 154 | 0.9137 | 0.5923 | 0.9137 | 0.9559 |
129
+ | No log | 19.5 | 156 | 1.0247 | 0.5535 | 1.0247 | 1.0123 |
130
+ | No log | 19.75 | 158 | 1.2646 | 0.5432 | 1.2646 | 1.1246 |
131
+ | No log | 20.0 | 160 | 1.3279 | 0.5127 | 1.3279 | 1.1523 |
132
+ | No log | 20.25 | 162 | 1.2085 | 0.5336 | 1.2085 | 1.0993 |
133
+ | No log | 20.5 | 164 | 1.0377 | 0.5625 | 1.0377 | 1.0187 |
134
+ | No log | 20.75 | 166 | 0.8380 | 0.5360 | 0.8380 | 0.9154 |
135
+ | No log | 21.0 | 168 | 0.8045 | 0.5644 | 0.8045 | 0.8969 |
136
+ | No log | 21.25 | 170 | 0.8676 | 0.6164 | 0.8676 | 0.9314 |
137
+ | No log | 21.5 | 172 | 1.0495 | 0.5306 | 1.0495 | 1.0244 |
138
+ | No log | 21.75 | 174 | 1.2428 | 0.5238 | 1.2428 | 1.1148 |
139
+ | No log | 22.0 | 176 | 1.1765 | 0.5317 | 1.1765 | 1.0847 |
140
+ | No log | 22.25 | 178 | 1.0094 | 0.5384 | 1.0094 | 1.0047 |
141
+ | No log | 22.5 | 180 | 0.8664 | 0.6045 | 0.8664 | 0.9308 |
142
+ | No log | 22.75 | 182 | 0.8336 | 0.6031 | 0.8336 | 0.9130 |
143
+ | No log | 23.0 | 184 | 0.9279 | 0.5808 | 0.9279 | 0.9633 |
144
+ | No log | 23.25 | 186 | 1.1181 | 0.5363 | 1.1181 | 1.0574 |
145
+ | No log | 23.5 | 188 | 1.2227 | 0.5011 | 1.2227 | 1.1057 |
146
+ | No log | 23.75 | 190 | 1.1121 | 0.4686 | 1.1121 | 1.0545 |
147
+ | No log | 24.0 | 192 | 1.0484 | 0.5438 | 1.0484 | 1.0239 |
148
+ | No log | 24.25 | 194 | 1.0313 | 0.5756 | 1.0313 | 1.0155 |
149
+ | No log | 24.5 | 196 | 1.1094 | 0.5423 | 1.1094 | 1.0533 |
150
+ | No log | 24.75 | 198 | 1.0763 | 0.5330 | 1.0763 | 1.0375 |
151
+ | No log | 25.0 | 200 | 1.1270 | 0.5379 | 1.1270 | 1.0616 |
152
+ | No log | 25.25 | 202 | 1.0193 | 0.5696 | 1.0193 | 1.0096 |
153
+ | No log | 25.5 | 204 | 0.8524 | 0.5971 | 0.8524 | 0.9232 |
154
+ | No log | 25.75 | 206 | 0.7931 | 0.5727 | 0.7931 | 0.8906 |
155
+ | No log | 26.0 | 208 | 0.8065 | 0.6214 | 0.8065 | 0.8981 |
156
+ | No log | 26.25 | 210 | 0.8780 | 0.6109 | 0.8780 | 0.9370 |
157
+ | No log | 26.5 | 212 | 1.0778 | 0.5811 | 1.0778 | 1.0382 |
158
+ | No log | 26.75 | 214 | 1.1498 | 0.5531 | 1.1498 | 1.0723 |
159
+ | No log | 27.0 | 216 | 1.1192 | 0.5455 | 1.1192 | 1.0579 |
160
+ | No log | 27.25 | 218 | 0.9718 | 0.5771 | 0.9718 | 0.9858 |
161
+ | No log | 27.5 | 220 | 0.9018 | 0.5877 | 0.9018 | 0.9497 |
162
+ | No log | 27.75 | 222 | 0.8387 | 0.5974 | 0.8387 | 0.9158 |
163
+ | No log | 28.0 | 224 | 0.8192 | 0.6017 | 0.8192 | 0.9051 |
164
+ | No log | 28.25 | 226 | 0.8936 | 0.5940 | 0.8936 | 0.9453 |
165
+ | No log | 28.5 | 228 | 1.0738 | 0.5650 | 1.0738 | 1.0362 |
166
+ | No log | 28.75 | 230 | 1.1356 | 0.5333 | 1.1356 | 1.0656 |
167
+ | No log | 29.0 | 232 | 0.9815 | 0.5481 | 0.9815 | 0.9907 |
168
+ | No log | 29.25 | 234 | 0.8441 | 0.6311 | 0.8441 | 0.9188 |
169
+ | No log | 29.5 | 236 | 0.8449 | 0.6407 | 0.8449 | 0.9192 |
170
+ | No log | 29.75 | 238 | 0.8831 | 0.5875 | 0.8831 | 0.9397 |
171
+ | No log | 30.0 | 240 | 0.9919 | 0.5577 | 0.9919 | 0.9960 |
172
+ | No log | 30.25 | 242 | 1.0332 | 0.5758 | 1.0332 | 1.0165 |
173
+ | No log | 30.5 | 244 | 0.9533 | 0.5745 | 0.9533 | 0.9764 |
174
+ | No log | 30.75 | 246 | 0.9639 | 0.5820 | 0.9639 | 0.9818 |
175
+ | No log | 31.0 | 248 | 0.9433 | 0.5603 | 0.9433 | 0.9712 |
176
+ | No log | 31.25 | 250 | 0.9172 | 0.5845 | 0.9172 | 0.9577 |
177
+ | No log | 31.5 | 252 | 0.8623 | 0.6030 | 0.8623 | 0.9286 |
178
+ | No log | 31.75 | 254 | 0.8762 | 0.6191 | 0.8762 | 0.9361 |
179
+ | No log | 32.0 | 256 | 0.9641 | 0.6087 | 0.9641 | 0.9819 |
180
+ | No log | 32.25 | 258 | 0.9448 | 0.6173 | 0.9448 | 0.9720 |
181
+ | No log | 32.5 | 260 | 0.8648 | 0.6118 | 0.8648 | 0.9299 |
182
+ | No log | 32.75 | 262 | 0.9021 | 0.6052 | 0.9021 | 0.9498 |
183
+ | No log | 33.0 | 264 | 1.0463 | 0.5495 | 1.0463 | 1.0229 |
184
+ | No log | 33.25 | 266 | 1.0837 | 0.5358 | 1.0837 | 1.0410 |
185
+ | No log | 33.5 | 268 | 1.0826 | 0.5494 | 1.0826 | 1.0405 |
186
+ | No log | 33.75 | 270 | 1.1001 | 0.5201 | 1.1001 | 1.0488 |
187
+ | No log | 34.0 | 272 | 1.0223 | 0.5071 | 1.0223 | 1.0111 |
188
+ | No log | 34.25 | 274 | 1.0487 | 0.4983 | 1.0487 | 1.0241 |
189
+ | No log | 34.5 | 276 | 1.1675 | 0.5017 | 1.1675 | 1.0805 |
190
+ | No log | 34.75 | 278 | 1.2487 | 0.4767 | 1.2487 | 1.1174 |
191
+ | No log | 35.0 | 280 | 1.2995 | 0.4761 | 1.2995 | 1.1399 |
192
+ | No log | 35.25 | 282 | 1.1979 | 0.4879 | 1.1979 | 1.0945 |
193
+ | No log | 35.5 | 284 | 1.0132 | 0.5538 | 1.0132 | 1.0066 |
194
+ | No log | 35.75 | 286 | 0.9339 | 0.5826 | 0.9339 | 0.9664 |
195
+ | No log | 36.0 | 288 | 0.9163 | 0.5826 | 0.9163 | 0.9572 |
196
+ | No log | 36.25 | 290 | 1.0123 | 0.5415 | 1.0123 | 1.0061 |
197
+ | No log | 36.5 | 292 | 1.1292 | 0.5244 | 1.1292 | 1.0626 |
198
+ | No log | 36.75 | 294 | 1.0917 | 0.5313 | 1.0917 | 1.0449 |
199
+ | No log | 37.0 | 296 | 1.0648 | 0.5261 | 1.0648 | 1.0319 |
200
+ | No log | 37.25 | 298 | 0.9647 | 0.5939 | 0.9647 | 0.9822 |
201
+ | No log | 37.5 | 300 | 0.9462 | 0.6035 | 0.9462 | 0.9728 |
202
+ | No log | 37.75 | 302 | 0.9782 | 0.6091 | 0.9782 | 0.9890 |
203
+ | No log | 38.0 | 304 | 0.9298 | 0.6043 | 0.9298 | 0.9642 |
204
+ | No log | 38.25 | 306 | 0.8925 | 0.6445 | 0.8925 | 0.9447 |
205
+ | No log | 38.5 | 308 | 0.8218 | 0.6310 | 0.8218 | 0.9065 |
206
+ | No log | 38.75 | 310 | 0.7999 | 0.5973 | 0.7999 | 0.8944 |
207
+ | No log | 39.0 | 312 | 0.8634 | 0.5387 | 0.8634 | 0.9292 |
208
+ | No log | 39.25 | 314 | 0.9468 | 0.5543 | 0.9468 | 0.9730 |
209
+ | No log | 39.5 | 316 | 1.1114 | 0.4909 | 1.1114 | 1.0542 |
210
+ | No log | 39.75 | 318 | 1.2422 | 0.4861 | 1.2422 | 1.1145 |
211
+ | No log | 40.0 | 320 | 1.1606 | 0.4995 | 1.1606 | 1.0773 |
212
+ | No log | 40.25 | 322 | 0.9538 | 0.5546 | 0.9538 | 0.9766 |
213
+ | No log | 40.5 | 324 | 0.8735 | 0.5815 | 0.8735 | 0.9346 |
214
+ | No log | 40.75 | 326 | 0.8777 | 0.5702 | 0.8777 | 0.9369 |
215
+ | No log | 41.0 | 328 | 0.9450 | 0.5718 | 0.9450 | 0.9721 |
216
+ | No log | 41.25 | 330 | 1.1198 | 0.5336 | 1.1198 | 1.0582 |
217
+ | No log | 41.5 | 332 | 1.2130 | 0.5236 | 1.2130 | 1.1014 |
218
+ | No log | 41.75 | 334 | 1.1154 | 0.5348 | 1.1154 | 1.0561 |
219
+ | No log | 42.0 | 336 | 0.9054 | 0.6161 | 0.9054 | 0.9515 |
220
+ | No log | 42.25 | 338 | 0.7815 | 0.6339 | 0.7815 | 0.8840 |
221
+ | No log | 42.5 | 340 | 0.7693 | 0.6237 | 0.7693 | 0.8771 |
222
+ | No log | 42.75 | 342 | 0.8255 | 0.6005 | 0.8255 | 0.9086 |
223
+ | No log | 43.0 | 344 | 0.9315 | 0.5943 | 0.9315 | 0.9651 |
224
+ | No log | 43.25 | 346 | 0.9594 | 0.5798 | 0.9594 | 0.9795 |
225
+ | No log | 43.5 | 348 | 0.9220 | 0.5851 | 0.9220 | 0.9602 |
226
+ | No log | 43.75 | 350 | 0.9043 | 0.5838 | 0.9043 | 0.9509 |
227
+ | No log | 44.0 | 352 | 0.8531 | 0.5966 | 0.8531 | 0.9236 |
228
+ | No log | 44.25 | 354 | 0.8729 | 0.6047 | 0.8729 | 0.9343 |
229
+ | No log | 44.5 | 356 | 0.9355 | 0.5785 | 0.9355 | 0.9672 |
230
+ | No log | 44.75 | 358 | 1.0228 | 0.4962 | 1.0228 | 1.0114 |
231
+ | No log | 45.0 | 360 | 1.1071 | 0.4609 | 1.1071 | 1.0522 |
232
+ | No log | 45.25 | 362 | 1.1413 | 0.4609 | 1.1413 | 1.0683 |
233
+ | No log | 45.5 | 364 | 1.0604 | 0.5137 | 1.0604 | 1.0298 |
234
+ | No log | 45.75 | 366 | 0.9588 | 0.5521 | 0.9588 | 0.9792 |
235
+ | No log | 46.0 | 368 | 0.8776 | 0.6085 | 0.8776 | 0.9368 |
236
+ | No log | 46.25 | 370 | 0.8751 | 0.6031 | 0.8751 | 0.9355 |
237
+ | No log | 46.5 | 372 | 0.9462 | 0.5800 | 0.9462 | 0.9727 |
238
+ | No log | 46.75 | 374 | 1.0185 | 0.5251 | 1.0185 | 1.0092 |
239
+ | No log | 47.0 | 376 | 1.0465 | 0.5109 | 1.0465 | 1.0230 |
240
+ | No log | 47.25 | 378 | 1.0313 | 0.5109 | 1.0313 | 1.0155 |
241
+ | No log | 47.5 | 380 | 0.9634 | 0.5514 | 0.9634 | 0.9815 |
242
+ | No log | 47.75 | 382 | 0.8831 | 0.5508 | 0.8831 | 0.9397 |
243
+ | No log | 48.0 | 384 | 0.8187 | 0.5700 | 0.8187 | 0.9048 |
244
+ | No log | 48.25 | 386 | 0.8210 | 0.5755 | 0.8210 | 0.9061 |
245
+ | No log | 48.5 | 388 | 0.8629 | 0.5838 | 0.8629 | 0.9289 |
246
+ | No log | 48.75 | 390 | 0.9404 | 0.5571 | 0.9404 | 0.9698 |
247
+ | No log | 49.0 | 392 | 1.0536 | 0.5203 | 1.0536 | 1.0264 |
248
+ | No log | 49.25 | 394 | 1.2791 | 0.4770 | 1.2791 | 1.1310 |
249
+ | No log | 49.5 | 396 | 1.4200 | 0.4772 | 1.4200 | 1.1916 |
250
+ | No log | 49.75 | 398 | 1.4262 | 0.5005 | 1.4262 | 1.1943 |
251
+ | No log | 50.0 | 400 | 1.2993 | 0.4814 | 1.2993 | 1.1399 |
252
+ | No log | 50.25 | 402 | 1.1154 | 0.5054 | 1.1154 | 1.0561 |
253
+ | No log | 50.5 | 404 | 0.9529 | 0.5445 | 0.9529 | 0.9761 |
254
+ | No log | 50.75 | 406 | 0.8795 | 0.5801 | 0.8795 | 0.9378 |
255
+ | No log | 51.0 | 408 | 0.8880 | 0.5843 | 0.8880 | 0.9423 |
256
+ | No log | 51.25 | 410 | 0.9381 | 0.5584 | 0.9381 | 0.9686 |
257
+ | No log | 51.5 | 412 | 1.0275 | 0.5466 | 1.0275 | 1.0137 |
258
+ | No log | 51.75 | 414 | 1.0277 | 0.5497 | 1.0277 | 1.0138 |
259
+ | No log | 52.0 | 416 | 1.0160 | 0.5549 | 1.0160 | 1.0080 |
260
+ | No log | 52.25 | 418 | 0.9430 | 0.5732 | 0.9430 | 0.9711 |
261
+ | No log | 52.5 | 420 | 0.9321 | 0.5585 | 0.9321 | 0.9655 |
262
+ | No log | 52.75 | 422 | 0.9372 | 0.5437 | 0.9372 | 0.9681 |
263
+ | No log | 53.0 | 424 | 0.9692 | 0.5466 | 0.9692 | 0.9845 |
264
+ | No log | 53.25 | 426 | 0.9972 | 0.5265 | 0.9972 | 0.9986 |
265
+ | No log | 53.5 | 428 | 1.0228 | 0.5265 | 1.0228 | 1.0113 |
266
+ | No log | 53.75 | 430 | 1.0016 | 0.5265 | 1.0016 | 1.0008 |
267
+ | No log | 54.0 | 432 | 0.9414 | 0.5448 | 0.9414 | 0.9703 |
268
+ | No log | 54.25 | 434 | 0.8620 | 0.6073 | 0.8620 | 0.9285 |
269
+ | No log | 54.5 | 436 | 0.8267 | 0.5928 | 0.8267 | 0.9092 |
270
+ | No log | 54.75 | 438 | 0.8238 | 0.6159 | 0.8238 | 0.9076 |
271
+ | No log | 55.0 | 440 | 0.8662 | 0.5962 | 0.8662 | 0.9307 |
272
+ | No log | 55.25 | 442 | 0.9357 | 0.5641 | 0.9357 | 0.9673 |
273
+ | No log | 55.5 | 444 | 0.9476 | 0.5681 | 0.9476 | 0.9735 |
274
+ | No log | 55.75 | 446 | 0.9692 | 0.5538 | 0.9692 | 0.9845 |
275
+ | No log | 56.0 | 448 | 0.9904 | 0.5336 | 0.9904 | 0.9952 |
276
+ | No log | 56.25 | 450 | 0.9644 | 0.5561 | 0.9644 | 0.9821 |
277
+ | No log | 56.5 | 452 | 0.9634 | 0.5591 | 0.9634 | 0.9815 |
278
+ | No log | 56.75 | 454 | 0.9645 | 0.5743 | 0.9645 | 0.9821 |
279
+ | No log | 57.0 | 456 | 0.9622 | 0.5743 | 0.9622 | 0.9809 |
280
+ | No log | 57.25 | 458 | 0.9760 | 0.5544 | 0.9760 | 0.9879 |
281
+ | No log | 57.5 | 460 | 0.9546 | 0.5643 | 0.9546 | 0.9770 |
282
+ | No log | 57.75 | 462 | 0.9328 | 0.5599 | 0.9328 | 0.9658 |
283
+ | No log | 58.0 | 464 | 0.9612 | 0.5090 | 0.9612 | 0.9804 |
284
+ | No log | 58.25 | 466 | 1.0178 | 0.5270 | 1.0178 | 1.0088 |
285
+ | No log | 58.5 | 468 | 1.0295 | 0.5270 | 1.0295 | 1.0147 |
286
+ | No log | 58.75 | 470 | 1.0263 | 0.5270 | 1.0263 | 1.0131 |
287
+ | No log | 59.0 | 472 | 0.9802 | 0.5302 | 0.9802 | 0.9901 |
288
+ | No log | 59.25 | 474 | 0.9261 | 0.5495 | 0.9261 | 0.9623 |
289
+ | No log | 59.5 | 476 | 0.9113 | 0.5600 | 0.9113 | 0.9546 |
290
+ | No log | 59.75 | 478 | 0.8787 | 0.6061 | 0.8787 | 0.9374 |
291
+ | No log | 60.0 | 480 | 0.8814 | 0.6057 | 0.8814 | 0.9388 |
292
+ | No log | 60.25 | 482 | 0.9103 | 0.5523 | 0.9103 | 0.9541 |
293
+ | No log | 60.5 | 484 | 0.9802 | 0.5446 | 0.9802 | 0.9901 |
294
+ | No log | 60.75 | 486 | 1.0298 | 0.5270 | 1.0298 | 1.0148 |
295
+ | No log | 61.0 | 488 | 1.0661 | 0.5324 | 1.0661 | 1.0325 |
296
+ | No log | 61.25 | 490 | 1.0428 | 0.5143 | 1.0428 | 1.0212 |
297
+ | No log | 61.5 | 492 | 1.0149 | 0.5246 | 1.0149 | 1.0074 |
298
+ | No log | 61.75 | 494 | 1.0225 | 0.5246 | 1.0225 | 1.0112 |
299
+ | No log | 62.0 | 496 | 0.9919 | 0.5255 | 0.9919 | 0.9959 |
300
+ | No log | 62.25 | 498 | 0.9901 | 0.5203 | 0.9901 | 0.9951 |
301
+ | 0.2924 | 62.5 | 500 | 1.0190 | 0.5203 | 1.0190 | 1.0094 |
302
+ | 0.2924 | 62.75 | 502 | 0.9966 | 0.5255 | 0.9966 | 0.9983 |
303
+ | 0.2924 | 63.0 | 504 | 0.9477 | 0.5718 | 0.9477 | 0.9735 |
304
+ | 0.2924 | 63.25 | 506 | 0.9337 | 0.5639 | 0.9337 | 0.9663 |
305
+ | 0.2924 | 63.5 | 508 | 0.9631 | 0.5432 | 0.9631 | 0.9814 |
306
+ | 0.2924 | 63.75 | 510 | 0.9883 | 0.5217 | 0.9883 | 0.9941 |
307
+ | 0.2924 | 64.0 | 512 | 1.0350 | 0.4963 | 1.0350 | 1.0174 |
308
+ | 0.2924 | 64.25 | 514 | 1.0955 | 0.4891 | 1.0955 | 1.0467 |
309
+ | 0.2924 | 64.5 | 516 | 1.0830 | 0.5000 | 1.0830 | 1.0407 |
310
+ | 0.2924 | 64.75 | 518 | 1.0171 | 0.5105 | 1.0171 | 1.0085 |
311
+ | 0.2924 | 65.0 | 520 | 0.9357 | 0.5460 | 0.9357 | 0.9673 |
312
+ | 0.2924 | 65.25 | 522 | 0.8743 | 0.6031 | 0.8743 | 0.9350 |
313
+ | 0.2924 | 65.5 | 524 | 0.8215 | 0.6287 | 0.8215 | 0.9064 |
314
+ | 0.2924 | 65.75 | 526 | 0.8192 | 0.6139 | 0.8192 | 0.9051 |
315
+ | 0.2924 | 66.0 | 528 | 0.8626 | 0.6031 | 0.8626 | 0.9288 |
316
+ | 0.2924 | 66.25 | 530 | 0.9169 | 0.6134 | 0.9169 | 0.9576 |
317
+ | 0.2924 | 66.5 | 532 | 0.9382 | 0.5835 | 0.9382 | 0.9686 |
318
+ | 0.2924 | 66.75 | 534 | 0.9852 | 0.5315 | 0.9852 | 0.9926 |
319
+ | 0.2924 | 67.0 | 536 | 0.9931 | 0.5257 | 0.9931 | 0.9965 |
320
+ | 0.2924 | 67.25 | 538 | 0.9629 | 0.5418 | 0.9629 | 0.9813 |
321
+ | 0.2924 | 67.5 | 540 | 0.9489 | 0.5579 | 0.9489 | 0.9741 |
322
+ | 0.2924 | 67.75 | 542 | 0.8904 | 0.5852 | 0.8904 | 0.9436 |
323
+ | 0.2924 | 68.0 | 544 | 0.8576 | 0.5826 | 0.8576 | 0.9261 |
324
+ | 0.2924 | 68.25 | 546 | 0.8664 | 0.5826 | 0.8664 | 0.9308 |
325
+ | 0.2924 | 68.5 | 548 | 0.8965 | 0.5718 | 0.8965 | 0.9468 |
326
+ | 0.2924 | 68.75 | 550 | 0.9503 | 0.5657 | 0.9503 | 0.9748 |
327
+ | 0.2924 | 69.0 | 552 | 0.9879 | 0.5611 | 0.9879 | 0.9939 |
328
+ | 0.2924 | 69.25 | 554 | 0.9857 | 0.5364 | 0.9857 | 0.9928 |
329
+ | 0.2924 | 69.5 | 556 | 0.9646 | 0.5460 | 0.9646 | 0.9821 |
330
+ | 0.2924 | 69.75 | 558 | 0.9380 | 0.5574 | 0.9380 | 0.9685 |
331
+ | 0.2924 | 70.0 | 560 | 0.9304 | 0.5692 | 0.9304 | 0.9646 |
332
+ | 0.2924 | 70.25 | 562 | 0.9470 | 0.5614 | 0.9470 | 0.9732 |
333
+ | 0.2924 | 70.5 | 564 | 0.9337 | 0.5468 | 0.9337 | 0.9663 |
334
+ | 0.2924 | 70.75 | 566 | 0.9013 | 0.5568 | 0.9013 | 0.9494 |
335
+ | 0.2924 | 71.0 | 568 | 0.8715 | 0.5772 | 0.8715 | 0.9335 |
336
+ | 0.2924 | 71.25 | 570 | 0.8715 | 0.5826 | 0.8715 | 0.9336 |
337
+ | 0.2924 | 71.5 | 572 | 0.9038 | 0.5400 | 0.9038 | 0.9507 |
338
+ | 0.2924 | 71.75 | 574 | 0.9525 | 0.5251 | 0.9525 | 0.9760 |
339
+ | 0.2924 | 72.0 | 576 | 1.0203 | 0.5324 | 1.0203 | 1.0101 |
340
+ | 0.2924 | 72.25 | 578 | 1.0445 | 0.5456 | 1.0445 | 1.0220 |
341
+ | 0.2924 | 72.5 | 580 | 1.0175 | 0.5456 | 1.0175 | 1.0087 |
342
+ | 0.2924 | 72.75 | 582 | 0.9470 | 0.5570 | 0.9470 | 0.9731 |
343
+ | 0.2924 | 73.0 | 584 | 0.8922 | 0.5918 | 0.8922 | 0.9445 |
344
+ | 0.2924 | 73.25 | 586 | 0.8619 | 0.6039 | 0.8619 | 0.9284 |
345
+ | 0.2924 | 73.5 | 588 | 0.8672 | 0.5986 | 0.8672 | 0.9312 |
346
+ | 0.2924 | 73.75 | 590 | 0.9033 | 0.5652 | 0.9033 | 0.9504 |
347
+ | 0.2924 | 74.0 | 592 | 0.9559 | 0.5481 | 0.9559 | 0.9777 |
348
+ | 0.2924 | 74.25 | 594 | 1.0091 | 0.5477 | 1.0091 | 1.0046 |
349
+ | 0.2924 | 74.5 | 596 | 1.0733 | 0.5484 | 1.0733 | 1.0360 |
350
+ | 0.2924 | 74.75 | 598 | 1.1152 | 0.5289 | 1.1152 | 1.0560 |
351
+ | 0.2924 | 75.0 | 600 | 1.1337 | 0.5319 | 1.1337 | 1.0648 |
352
+ | 0.2924 | 75.25 | 602 | 1.1277 | 0.5258 | 1.1277 | 1.0619 |
353
+ | 0.2924 | 75.5 | 604 | 1.0946 | 0.5109 | 1.0946 | 1.0462 |
354
+ | 0.2924 | 75.75 | 606 | 1.0493 | 0.5428 | 1.0493 | 1.0243 |
355
+ | 0.2924 | 76.0 | 608 | 0.9951 | 0.5421 | 0.9951 | 0.9975 |
356
+ | 0.2924 | 76.25 | 610 | 0.9649 | 0.5512 | 0.9649 | 0.9823 |
357
+ | 0.2924 | 76.5 | 612 | 0.9283 | 0.5947 | 0.9283 | 0.9635 |
358
+ | 0.2924 | 76.75 | 614 | 0.9161 | 0.6000 | 0.9161 | 0.9572 |
359
+ | 0.2924 | 77.0 | 616 | 0.9272 | 0.5947 | 0.9272 | 0.9629 |
360
+ | 0.2924 | 77.25 | 618 | 0.9565 | 0.5586 | 0.9565 | 0.9780 |
361
+ | 0.2924 | 77.5 | 620 | 0.9882 | 0.5346 | 0.9882 | 0.9941 |
362
+ | 0.2924 | 77.75 | 622 | 0.9862 | 0.5346 | 0.9862 | 0.9931 |
363
+ | 0.2924 | 78.0 | 624 | 0.9709 | 0.5346 | 0.9709 | 0.9853 |
364
+ | 0.2924 | 78.25 | 626 | 0.9727 | 0.5397 | 0.9727 | 0.9863 |
365
+ | 0.2924 | 78.5 | 628 | 0.9771 | 0.5346 | 0.9771 | 0.9885 |
366
+ | 0.2924 | 78.75 | 630 | 0.9785 | 0.5313 | 0.9785 | 0.9892 |
367
+ | 0.2924 | 79.0 | 632 | 0.9751 | 0.5313 | 0.9751 | 0.9875 |
368
+ | 0.2924 | 79.25 | 634 | 0.9651 | 0.5531 | 0.9651 | 0.9824 |
369
+ | 0.2924 | 79.5 | 636 | 0.9383 | 0.5477 | 0.9383 | 0.9686 |
370
+ | 0.2924 | 79.75 | 638 | 0.9150 | 0.5491 | 0.9150 | 0.9566 |
371
+ | 0.2924 | 80.0 | 640 | 0.9068 | 0.5491 | 0.9068 | 0.9523 |
372
+ | 0.2924 | 80.25 | 642 | 0.8952 | 0.5556 | 0.8952 | 0.9462 |
373
+ | 0.2924 | 80.5 | 644 | 0.8998 | 0.5638 | 0.8998 | 0.9486 |
374
+ | 0.2924 | 80.75 | 646 | 0.9233 | 0.5491 | 0.9233 | 0.9609 |
375
+ | 0.2924 | 81.0 | 648 | 0.9538 | 0.5426 | 0.9538 | 0.9766 |
376
+ | 0.2924 | 81.25 | 650 | 0.9804 | 0.5428 | 0.9804 | 0.9902 |
377
+ | 0.2924 | 81.5 | 652 | 0.9943 | 0.5242 | 0.9943 | 0.9971 |
378
+ | 0.2924 | 81.75 | 654 | 0.9774 | 0.5428 | 0.9774 | 0.9887 |
379
+ | 0.2924 | 82.0 | 656 | 0.9430 | 0.5618 | 0.9430 | 0.9711 |
380
+ | 0.2924 | 82.25 | 658 | 0.8958 | 0.5993 | 0.8958 | 0.9465 |
381
+ | 0.2924 | 82.5 | 660 | 0.8514 | 0.5892 | 0.8514 | 0.9227 |
382
+ | 0.2924 | 82.75 | 662 | 0.8265 | 0.5811 | 0.8265 | 0.9091 |
383
+ | 0.2924 | 83.0 | 664 | 0.8239 | 0.5921 | 0.8239 | 0.9077 |
384
+ | 0.2924 | 83.25 | 666 | 0.8293 | 0.5799 | 0.8293 | 0.9107 |
385
+ | 0.2924 | 83.5 | 668 | 0.8396 | 0.5799 | 0.8396 | 0.9163 |
386
+ | 0.2924 | 83.75 | 670 | 0.8578 | 0.5716 | 0.8578 | 0.9262 |
387
+ | 0.2924 | 84.0 | 672 | 0.8944 | 0.5758 | 0.8944 | 0.9457 |
388
+ | 0.2924 | 84.25 | 674 | 0.9340 | 0.5597 | 0.9340 | 0.9665 |
389
+ | 0.2924 | 84.5 | 676 | 0.9799 | 0.5693 | 0.9799 | 0.9899 |
390
+ | 0.2924 | 84.75 | 678 | 1.0294 | 0.5132 | 1.0294 | 1.0146 |
391
+ | 0.2924 | 85.0 | 680 | 1.0505 | 0.5211 | 1.0505 | 1.0250 |
392
+ | 0.2924 | 85.25 | 682 | 1.0400 | 0.5132 | 1.0400 | 1.0198 |
393
+ | 0.2924 | 85.5 | 684 | 1.0125 | 0.5456 | 1.0125 | 1.0063 |
394
+ | 0.2924 | 85.75 | 686 | 0.9869 | 0.5488 | 0.9869 | 0.9934 |
395
+ | 0.2924 | 86.0 | 688 | 0.9664 | 0.5488 | 0.9664 | 0.9831 |
396
+ | 0.2924 | 86.25 | 690 | 0.9368 | 0.5693 | 0.9368 | 0.9679 |
397
+ | 0.2924 | 86.5 | 692 | 0.9114 | 0.5863 | 0.9114 | 0.9547 |
398
+ | 0.2924 | 86.75 | 694 | 0.8911 | 0.5837 | 0.8911 | 0.9440 |
399
+ | 0.2924 | 87.0 | 696 | 0.8899 | 0.5837 | 0.8899 | 0.9433 |
400
+ | 0.2924 | 87.25 | 698 | 0.8963 | 0.5915 | 0.8963 | 0.9467 |
401
+ | 0.2924 | 87.5 | 700 | 0.9050 | 0.5863 | 0.9050 | 0.9513 |
402
+ | 0.2924 | 87.75 | 702 | 0.9268 | 0.5863 | 0.9268 | 0.9627 |
403
+ | 0.2924 | 88.0 | 704 | 0.9536 | 0.5490 | 0.9536 | 0.9765 |
404
+ | 0.2924 | 88.25 | 706 | 0.9716 | 0.5439 | 0.9716 | 0.9857 |
405
+ | 0.2924 | 88.5 | 708 | 0.9751 | 0.5439 | 0.9751 | 0.9875 |
406
+ | 0.2924 | 88.75 | 710 | 0.9638 | 0.5561 | 0.9638 | 0.9817 |
407
+ | 0.2924 | 89.0 | 712 | 0.9588 | 0.5613 | 0.9588 | 0.9792 |
408
+ | 0.2924 | 89.25 | 714 | 0.9503 | 0.5613 | 0.9503 | 0.9748 |
409
+ | 0.2924 | 89.5 | 716 | 0.9507 | 0.5613 | 0.9507 | 0.9750 |
410
+ | 0.2924 | 89.75 | 718 | 0.9420 | 0.5625 | 0.9420 | 0.9705 |
411
+ | 0.2924 | 90.0 | 720 | 0.9351 | 0.5625 | 0.9351 | 0.9670 |
412
+ | 0.2924 | 90.25 | 722 | 0.9387 | 0.5625 | 0.9387 | 0.9689 |
413
+ | 0.2924 | 90.5 | 724 | 0.9438 | 0.5571 | 0.9438 | 0.9715 |
414
+ | 0.2924 | 90.75 | 726 | 0.9509 | 0.5571 | 0.9509 | 0.9751 |
415
+ | 0.2924 | 91.0 | 728 | 0.9578 | 0.5571 | 0.9578 | 0.9787 |
416
+ | 0.2924 | 91.25 | 730 | 0.9626 | 0.5571 | 0.9626 | 0.9811 |
417
+ | 0.2924 | 91.5 | 732 | 0.9671 | 0.5571 | 0.9671 | 0.9834 |
418
+ | 0.2924 | 91.75 | 734 | 0.9774 | 0.5423 | 0.9774 | 0.9887 |
419
+ | 0.2924 | 92.0 | 736 | 0.9800 | 0.5423 | 0.9800 | 0.9899 |
420
+ | 0.2924 | 92.25 | 738 | 0.9780 | 0.5423 | 0.9780 | 0.9890 |
421
+ | 0.2924 | 92.5 | 740 | 0.9810 | 0.5423 | 0.9810 | 0.9905 |
422
+ | 0.2924 | 92.75 | 742 | 0.9801 | 0.5423 | 0.9801 | 0.9900 |
423
+ | 0.2924 | 93.0 | 744 | 0.9804 | 0.5423 | 0.9804 | 0.9902 |
424
+ | 0.2924 | 93.25 | 746 | 0.9726 | 0.5423 | 0.9726 | 0.9862 |
425
+ | 0.2924 | 93.5 | 748 | 0.9615 | 0.5571 | 0.9615 | 0.9806 |
426
+ | 0.2924 | 93.75 | 750 | 0.9575 | 0.5571 | 0.9575 | 0.9785 |
427
+ | 0.2924 | 94.0 | 752 | 0.9587 | 0.5571 | 0.9587 | 0.9791 |
428
+ | 0.2924 | 94.25 | 754 | 0.9641 | 0.5423 | 0.9641 | 0.9819 |
429
+ | 0.2924 | 94.5 | 756 | 0.9685 | 0.5423 | 0.9685 | 0.9841 |
430
+ | 0.2924 | 94.75 | 758 | 0.9715 | 0.5319 | 0.9715 | 0.9856 |
431
+ | 0.2924 | 95.0 | 760 | 0.9691 | 0.5319 | 0.9691 | 0.9844 |
432
+ | 0.2924 | 95.25 | 762 | 0.9696 | 0.5372 | 0.9696 | 0.9847 |
433
+ | 0.2924 | 95.5 | 764 | 0.9682 | 0.5573 | 0.9682 | 0.9840 |
434
+ | 0.2924 | 95.75 | 766 | 0.9624 | 0.5573 | 0.9624 | 0.9810 |
435
+ | 0.2924 | 96.0 | 768 | 0.9560 | 0.5573 | 0.9560 | 0.9778 |
436
+ | 0.2924 | 96.25 | 770 | 0.9524 | 0.5573 | 0.9524 | 0.9759 |
437
+ | 0.2924 | 96.5 | 772 | 0.9506 | 0.5573 | 0.9506 | 0.9750 |
438
+ | 0.2924 | 96.75 | 774 | 0.9516 | 0.5573 | 0.9516 | 0.9755 |
439
+ | 0.2924 | 97.0 | 776 | 0.9544 | 0.5573 | 0.9544 | 0.9769 |
440
+ | 0.2924 | 97.25 | 778 | 0.9584 | 0.5573 | 0.9584 | 0.9790 |
441
+ | 0.2924 | 97.5 | 780 | 0.9626 | 0.5573 | 0.9626 | 0.9811 |
442
+ | 0.2924 | 97.75 | 782 | 0.9641 | 0.5573 | 0.9641 | 0.9819 |
443
+ | 0.2924 | 98.0 | 784 | 0.9637 | 0.5573 | 0.9637 | 0.9817 |
444
+ | 0.2924 | 98.25 | 786 | 0.9647 | 0.5573 | 0.9647 | 0.9822 |
445
+ | 0.2924 | 98.5 | 788 | 0.9646 | 0.5573 | 0.9646 | 0.9821 |
446
+ | 0.2924 | 98.75 | 790 | 0.9644 | 0.5573 | 0.9644 | 0.9820 |
447
+ | 0.2924 | 99.0 | 792 | 0.9644 | 0.5573 | 0.9644 | 0.9821 |
448
+ | 0.2924 | 99.25 | 794 | 0.9642 | 0.5573 | 0.9642 | 0.9819 |
449
+ | 0.2924 | 99.5 | 796 | 0.9633 | 0.5573 | 0.9633 | 0.9815 |
450
+ | 0.2924 | 99.75 | 798 | 0.9626 | 0.5573 | 0.9626 | 0.9811 |
451
+ | 0.2924 | 100.0 | 800 | 0.9625 | 0.5573 | 0.9625 | 0.9811 |
452
 
453
 
454
  ### Framework versions