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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6549
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- - Qwk: 0.2807
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- - Mse: 0.6549
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- - Rmse: 0.8092
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  ## Model description
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@@ -49,339 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0476 | 2 | 2.5054 | -0.0262 | 2.5054 | 1.5828 |
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- | No log | 0.0952 | 4 | 1.2308 | 0.1246 | 1.2308 | 1.1094 |
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- | No log | 0.1429 | 6 | 0.9636 | -0.1062 | 0.9636 | 0.9817 |
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- | No log | 0.1905 | 8 | 1.0403 | -0.0408 | 1.0403 | 1.0200 |
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- | No log | 0.2381 | 10 | 0.8668 | 0.0 | 0.8668 | 0.9310 |
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- | No log | 0.2857 | 12 | 0.8299 | 0.0 | 0.8299 | 0.9110 |
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- | No log | 0.3333 | 14 | 0.8982 | 0.0 | 0.8982 | 0.9478 |
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- | No log | 0.3810 | 16 | 0.8567 | -0.0426 | 0.8567 | 0.9256 |
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- | No log | 0.4286 | 18 | 0.7435 | 0.0 | 0.7435 | 0.8623 |
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- | No log | 0.4762 | 20 | 0.8107 | 0.0798 | 0.8107 | 0.9004 |
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- | No log | 0.5238 | 22 | 0.9564 | -0.0444 | 0.9564 | 0.9780 |
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- | No log | 0.5714 | 24 | 1.2190 | -0.1983 | 1.2190 | 1.1041 |
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- | No log | 0.6190 | 26 | 1.0807 | 0.0185 | 1.0807 | 1.0396 |
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- | No log | 0.6667 | 28 | 0.8751 | 0.0053 | 0.8751 | 0.9355 |
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- | No log | 0.7143 | 30 | 0.8226 | 0.0481 | 0.8226 | 0.9070 |
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- | No log | 0.7619 | 32 | 0.8730 | 0.1770 | 0.8730 | 0.9343 |
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- | No log | 0.8095 | 34 | 0.9102 | 0.2435 | 0.9102 | 0.9540 |
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- | No log | 0.8571 | 36 | 0.9443 | 0.2008 | 0.9443 | 0.9717 |
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- | No log | 0.9048 | 38 | 0.8800 | 0.2066 | 0.8801 | 0.9381 |
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- | No log | 0.9524 | 40 | 0.7121 | 0.0495 | 0.7121 | 0.8439 |
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- | No log | 1.0 | 42 | 0.6591 | 0.0393 | 0.6591 | 0.8118 |
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- | No log | 1.0476 | 44 | 0.6764 | 0.0495 | 0.6764 | 0.8224 |
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- | No log | 1.0952 | 46 | 0.6723 | 0.0893 | 0.6723 | 0.8199 |
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- | No log | 1.1429 | 48 | 0.7218 | 0.2118 | 0.7218 | 0.8496 |
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- | No log | 1.1905 | 50 | 0.9872 | 0.1896 | 0.9872 | 0.9936 |
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- | No log | 1.2381 | 52 | 1.3580 | 0.0319 | 1.3580 | 1.1653 |
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- | No log | 1.2857 | 54 | 1.4695 | 0.0338 | 1.4695 | 1.2122 |
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- | No log | 1.3333 | 56 | 1.5113 | 0.0338 | 1.5113 | 1.2294 |
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- | No log | 1.3810 | 58 | 1.4487 | -0.0329 | 1.4487 | 1.2036 |
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- | No log | 1.4286 | 60 | 1.1436 | 0.0126 | 1.1436 | 1.0694 |
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- | No log | 1.4762 | 62 | 0.9801 | 0.0949 | 0.9801 | 0.9900 |
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- | No log | 1.5238 | 64 | 0.8875 | 0.0481 | 0.8875 | 0.9421 |
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- | No log | 1.5714 | 66 | 0.9250 | 0.0937 | 0.9250 | 0.9617 |
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- | No log | 1.6190 | 68 | 0.9094 | 0.1136 | 0.9094 | 0.9536 |
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- | No log | 1.6667 | 70 | 0.8869 | 0.2476 | 0.8869 | 0.9418 |
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- | No log | 1.7143 | 72 | 0.9098 | 0.2041 | 0.9098 | 0.9538 |
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- | No log | 1.7619 | 74 | 1.0180 | 0.0609 | 1.0180 | 1.0090 |
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- | No log | 1.8095 | 76 | 1.0323 | 0.0342 | 1.0323 | 1.0160 |
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- | No log | 1.8571 | 78 | 0.9856 | 0.0615 | 0.9856 | 0.9928 |
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- | No log | 1.9048 | 80 | 0.8768 | 0.2283 | 0.8768 | 0.9364 |
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- | No log | 1.9524 | 82 | 0.8098 | 0.3348 | 0.8098 | 0.8999 |
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- | No log | 2.0 | 84 | 0.8148 | 0.3664 | 0.8148 | 0.9027 |
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- | No log | 2.0476 | 86 | 0.9264 | 0.2233 | 0.9264 | 0.9625 |
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- | No log | 2.0952 | 88 | 1.1726 | 0.1248 | 1.1726 | 1.0829 |
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- | No log | 2.1429 | 90 | 1.2155 | 0.1243 | 1.2155 | 1.1025 |
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- | No log | 2.1905 | 92 | 1.0328 | 0.1819 | 1.0328 | 1.0163 |
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- | No log | 2.2381 | 94 | 0.7820 | 0.2012 | 0.7820 | 0.8843 |
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- | No log | 2.2857 | 96 | 0.7466 | 0.2913 | 0.7466 | 0.8640 |
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- | No log | 2.3333 | 98 | 0.7617 | 0.3060 | 0.7617 | 0.8728 |
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- | No log | 2.3810 | 100 | 0.6897 | 0.3866 | 0.6897 | 0.8305 |
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- | No log | 2.4286 | 102 | 0.6596 | 0.2353 | 0.6596 | 0.8122 |
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- | No log | 2.4762 | 104 | 0.6998 | 0.3101 | 0.6998 | 0.8366 |
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- | No log | 2.5238 | 106 | 0.6732 | 0.3360 | 0.6732 | 0.8205 |
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- | No log | 2.5714 | 108 | 0.6864 | 0.3907 | 0.6864 | 0.8285 |
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- | No log | 2.6190 | 110 | 0.7713 | 0.3401 | 0.7713 | 0.8782 |
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- | No log | 2.6667 | 112 | 1.0233 | 0.2823 | 1.0233 | 1.0116 |
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- | No log | 2.7143 | 114 | 1.1628 | 0.1959 | 1.1628 | 1.0783 |
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- | No log | 2.7619 | 116 | 1.0135 | 0.3089 | 1.0135 | 1.0067 |
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- | No log | 2.8095 | 118 | 0.7742 | 0.3243 | 0.7742 | 0.8799 |
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- | No log | 2.8571 | 120 | 0.6786 | 0.3377 | 0.6786 | 0.8237 |
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- | No log | 2.9048 | 122 | 0.6862 | 0.3649 | 0.6862 | 0.8284 |
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- | No log | 2.9524 | 124 | 0.7222 | 0.2661 | 0.7222 | 0.8498 |
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- | No log | 3.0 | 126 | 0.7092 | 0.3580 | 0.7092 | 0.8422 |
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- | No log | 3.0476 | 128 | 0.7707 | 0.1873 | 0.7707 | 0.8779 |
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- | No log | 3.0952 | 130 | 0.9048 | 0.0977 | 0.9048 | 0.9512 |
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- | No log | 3.1429 | 132 | 0.8406 | 0.2254 | 0.8406 | 0.9169 |
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- | No log | 3.1905 | 134 | 0.7005 | 0.2249 | 0.7005 | 0.8370 |
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- | No log | 3.2381 | 136 | 0.6815 | 0.3213 | 0.6815 | 0.8255 |
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- | No log | 3.2857 | 138 | 0.6865 | 0.3318 | 0.6865 | 0.8285 |
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- | No log | 3.3333 | 140 | 0.7239 | 0.2236 | 0.7239 | 0.8508 |
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- | No log | 3.3810 | 142 | 0.7764 | 0.2203 | 0.7764 | 0.8811 |
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- | No log | 3.4286 | 144 | 0.7634 | 0.1959 | 0.7634 | 0.8737 |
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- | No log | 3.4762 | 146 | 0.7135 | 0.2249 | 0.7135 | 0.8447 |
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- | No log | 3.5238 | 148 | 0.7399 | 0.4182 | 0.7399 | 0.8602 |
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- | No log | 3.5714 | 150 | 0.8696 | 0.3256 | 0.8696 | 0.9325 |
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- | No log | 3.6190 | 152 | 0.9085 | 0.3134 | 0.9085 | 0.9532 |
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- | No log | 3.6667 | 154 | 0.7766 | 0.3475 | 0.7766 | 0.8812 |
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- | No log | 3.7143 | 156 | 0.7119 | 0.3318 | 0.7119 | 0.8437 |
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- | No log | 3.7619 | 158 | 0.7095 | 0.2979 | 0.7095 | 0.8423 |
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- | No log | 3.8095 | 160 | 0.6678 | 0.3661 | 0.6678 | 0.8172 |
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- | No log | 3.8571 | 162 | 0.6443 | 0.4173 | 0.6443 | 0.8027 |
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- | No log | 3.9048 | 164 | 0.6260 | 0.3552 | 0.6260 | 0.7912 |
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- | No log | 3.9524 | 166 | 0.6345 | 0.3509 | 0.6345 | 0.7966 |
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- | No log | 4.0 | 168 | 0.7197 | 0.3976 | 0.7197 | 0.8484 |
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- | No log | 4.0476 | 170 | 0.7780 | 0.3140 | 0.7780 | 0.8821 |
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- | No log | 4.0952 | 172 | 0.6928 | 0.3659 | 0.6928 | 0.8323 |
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- | No log | 4.1429 | 174 | 0.6268 | 0.3703 | 0.6268 | 0.7917 |
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- | No log | 4.1905 | 176 | 0.6516 | 0.4795 | 0.6516 | 0.8072 |
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- | No log | 4.2381 | 178 | 0.6317 | 0.4136 | 0.6317 | 0.7948 |
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- | No log | 4.2857 | 180 | 0.6525 | 0.3146 | 0.6525 | 0.8078 |
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- | No log | 4.3333 | 182 | 0.6898 | 0.3060 | 0.6898 | 0.8305 |
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- | No log | 4.3810 | 184 | 0.7515 | 0.3113 | 0.7515 | 0.8669 |
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- | No log | 4.4286 | 186 | 0.7330 | 0.3163 | 0.7330 | 0.8561 |
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- | No log | 4.4762 | 188 | 0.7190 | 0.3667 | 0.7190 | 0.8480 |
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- | No log | 4.5238 | 190 | 0.8072 | 0.3365 | 0.8072 | 0.8984 |
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- | No log | 4.5714 | 192 | 0.8584 | 0.3074 | 0.8584 | 0.9265 |
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- | No log | 4.6190 | 194 | 0.7479 | 0.2975 | 0.7479 | 0.8648 |
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- | No log | 4.6667 | 196 | 0.6778 | 0.2947 | 0.6778 | 0.8233 |
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- | No log | 4.7143 | 198 | 0.7134 | 0.2963 | 0.7134 | 0.8446 |
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- | No log | 4.7619 | 200 | 0.7168 | 0.2963 | 0.7168 | 0.8466 |
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- | No log | 4.8095 | 202 | 0.7063 | 0.3462 | 0.7063 | 0.8404 |
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- | No log | 4.8571 | 204 | 0.7368 | 0.2204 | 0.7368 | 0.8584 |
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- | No log | 4.9048 | 206 | 0.7813 | 0.2521 | 0.7813 | 0.8839 |
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- | No log | 4.9524 | 208 | 0.7327 | 0.2261 | 0.7327 | 0.8560 |
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- | No log | 5.0 | 210 | 0.7220 | 0.2261 | 0.7220 | 0.8497 |
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- | No log | 5.0476 | 212 | 0.7044 | 0.3599 | 0.7044 | 0.8393 |
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- | No log | 5.0952 | 214 | 0.6983 | 0.2830 | 0.6983 | 0.8356 |
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- | No log | 5.1429 | 216 | 0.7205 | 0.3360 | 0.7205 | 0.8488 |
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- | No log | 5.1905 | 218 | 0.7226 | 0.3671 | 0.7226 | 0.8501 |
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- | No log | 5.2381 | 220 | 0.7111 | 0.3671 | 0.7111 | 0.8433 |
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- | No log | 5.2857 | 222 | 0.7009 | 0.3265 | 0.7009 | 0.8372 |
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- | No log | 5.3333 | 224 | 0.7289 | 0.3335 | 0.7289 | 0.8538 |
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- | No log | 5.3810 | 226 | 0.7216 | 0.3252 | 0.7216 | 0.8495 |
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- | No log | 5.4286 | 228 | 0.7273 | 0.3417 | 0.7273 | 0.8528 |
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- | No log | 5.4762 | 230 | 0.7264 | 0.3556 | 0.7264 | 0.8523 |
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- | No log | 5.5238 | 232 | 0.7176 | 0.2895 | 0.7176 | 0.8471 |
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- | No log | 5.5714 | 234 | 0.7081 | 0.3581 | 0.7081 | 0.8415 |
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- | No log | 5.6190 | 236 | 0.7149 | 0.3189 | 0.7149 | 0.8455 |
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- | No log | 5.6667 | 238 | 0.6922 | 0.3786 | 0.6922 | 0.8320 |
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- | No log | 5.7143 | 240 | 0.6887 | 0.3089 | 0.6887 | 0.8299 |
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- | No log | 5.7619 | 242 | 0.7261 | 0.3614 | 0.7261 | 0.8521 |
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- | No log | 5.8095 | 244 | 0.7623 | 0.3264 | 0.7623 | 0.8731 |
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- | No log | 5.8571 | 246 | 0.7062 | 0.3590 | 0.7062 | 0.8403 |
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- | No log | 5.9048 | 248 | 0.6672 | 0.4244 | 0.6672 | 0.8168 |
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- | No log | 5.9524 | 250 | 0.6650 | 0.4037 | 0.6650 | 0.8155 |
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- | No log | 6.0 | 252 | 0.7027 | 0.4261 | 0.7027 | 0.8383 |
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- | No log | 6.0476 | 254 | 0.6935 | 0.4261 | 0.6935 | 0.8328 |
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- | No log | 6.0952 | 256 | 0.6249 | 0.4555 | 0.6249 | 0.7905 |
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- | No log | 6.1429 | 258 | 0.6918 | 0.4684 | 0.6918 | 0.8318 |
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- | No log | 6.1905 | 260 | 0.7521 | 0.4295 | 0.7521 | 0.8672 |
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- | No log | 6.2381 | 262 | 0.6923 | 0.5086 | 0.6923 | 0.8320 |
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- | No log | 6.2857 | 264 | 0.6550 | 0.3791 | 0.6550 | 0.8093 |
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- | No log | 6.3333 | 266 | 0.6767 | 0.4010 | 0.6767 | 0.8226 |
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- | No log | 6.3810 | 268 | 0.6695 | 0.3536 | 0.6695 | 0.8183 |
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- | No log | 6.4286 | 270 | 0.6706 | 0.3906 | 0.6706 | 0.8189 |
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- | No log | 6.4762 | 272 | 0.7031 | 0.4081 | 0.7031 | 0.8385 |
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- | No log | 6.5238 | 274 | 0.6771 | 0.4212 | 0.6771 | 0.8229 |
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- | No log | 6.5714 | 276 | 0.6250 | 0.4301 | 0.6250 | 0.7906 |
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- | No log | 6.6190 | 278 | 0.6171 | 0.3460 | 0.6171 | 0.7856 |
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- | No log | 6.6667 | 280 | 0.6342 | 0.4022 | 0.6342 | 0.7964 |
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- | No log | 6.7143 | 282 | 0.6645 | 0.4918 | 0.6645 | 0.8152 |
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- | No log | 6.7619 | 284 | 0.6800 | 0.4858 | 0.6800 | 0.8246 |
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- | No log | 6.8095 | 286 | 0.6665 | 0.4918 | 0.6665 | 0.8164 |
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- | No log | 6.8571 | 288 | 0.6445 | 0.4128 | 0.6445 | 0.8028 |
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- | No log | 6.9048 | 290 | 0.6303 | 0.3714 | 0.6303 | 0.7939 |
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- | No log | 6.9524 | 292 | 0.6270 | 0.3964 | 0.6270 | 0.7919 |
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- | No log | 7.0 | 294 | 0.6622 | 0.3566 | 0.6622 | 0.8137 |
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- | No log | 7.0476 | 296 | 0.6899 | 0.2737 | 0.6899 | 0.8306 |
200
- | No log | 7.0952 | 298 | 0.7419 | 0.2706 | 0.7419 | 0.8614 |
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- | No log | 7.1429 | 300 | 0.7700 | 0.2984 | 0.7700 | 0.8775 |
202
- | No log | 7.1905 | 302 | 0.6811 | 0.3291 | 0.6811 | 0.8253 |
203
- | No log | 7.2381 | 304 | 0.6686 | 0.3279 | 0.6686 | 0.8177 |
204
- | No log | 7.2857 | 306 | 0.6736 | 0.3628 | 0.6736 | 0.8208 |
205
- | No log | 7.3333 | 308 | 0.7145 | 0.2030 | 0.7145 | 0.8453 |
206
- | No log | 7.3810 | 310 | 0.7428 | 0.2911 | 0.7428 | 0.8618 |
207
- | No log | 7.4286 | 312 | 0.7600 | 0.3457 | 0.7600 | 0.8718 |
208
- | No log | 7.4762 | 314 | 0.7536 | 0.2960 | 0.7536 | 0.8681 |
209
- | No log | 7.5238 | 316 | 0.7748 | 0.3166 | 0.7748 | 0.8802 |
210
- | No log | 7.5714 | 318 | 0.7618 | 0.3455 | 0.7618 | 0.8728 |
211
- | No log | 7.6190 | 320 | 0.7571 | 0.3541 | 0.7571 | 0.8701 |
212
- | No log | 7.6667 | 322 | 0.7098 | 0.3259 | 0.7098 | 0.8425 |
213
- | No log | 7.7143 | 324 | 0.6792 | 0.3645 | 0.6792 | 0.8242 |
214
- | No log | 7.7619 | 326 | 0.6618 | 0.4338 | 0.6618 | 0.8135 |
215
- | No log | 7.8095 | 328 | 0.6464 | 0.4569 | 0.6464 | 0.8040 |
216
- | No log | 7.8571 | 330 | 0.6521 | 0.5577 | 0.6521 | 0.8075 |
217
- | No log | 7.9048 | 332 | 0.6448 | 0.5362 | 0.6448 | 0.8030 |
218
- | No log | 7.9524 | 334 | 0.6582 | 0.3739 | 0.6582 | 0.8113 |
219
- | No log | 8.0 | 336 | 0.6950 | 0.3566 | 0.6950 | 0.8337 |
220
- | No log | 8.0476 | 338 | 0.7163 | 0.3505 | 0.7163 | 0.8464 |
221
- | No log | 8.0952 | 340 | 0.6630 | 0.3856 | 0.6630 | 0.8142 |
222
- | No log | 8.1429 | 342 | 0.6417 | 0.4475 | 0.6417 | 0.8010 |
223
- | No log | 8.1905 | 344 | 0.6526 | 0.4013 | 0.6526 | 0.8078 |
224
- | No log | 8.2381 | 346 | 0.6729 | 0.3769 | 0.6729 | 0.8203 |
225
- | No log | 8.2857 | 348 | 0.7203 | 0.4472 | 0.7203 | 0.8487 |
226
- | No log | 8.3333 | 350 | 0.7251 | 0.4472 | 0.7251 | 0.8516 |
227
- | No log | 8.3810 | 352 | 0.7338 | 0.3858 | 0.7338 | 0.8566 |
228
- | No log | 8.4286 | 354 | 0.7459 | 0.3358 | 0.7459 | 0.8636 |
229
- | No log | 8.4762 | 356 | 0.7619 | 0.3785 | 0.7619 | 0.8728 |
230
- | No log | 8.5238 | 358 | 0.6928 | 0.3297 | 0.6928 | 0.8324 |
231
- | No log | 8.5714 | 360 | 0.7117 | 0.4536 | 0.7117 | 0.8436 |
232
- | No log | 8.6190 | 362 | 0.7622 | 0.3739 | 0.7622 | 0.8730 |
233
- | No log | 8.6667 | 364 | 0.7220 | 0.2469 | 0.7220 | 0.8497 |
234
- | No log | 8.7143 | 366 | 0.6957 | 0.2469 | 0.6957 | 0.8341 |
235
- | No log | 8.7619 | 368 | 0.6579 | 0.2710 | 0.6579 | 0.8111 |
236
- | No log | 8.8095 | 370 | 0.6247 | 0.4091 | 0.6247 | 0.7904 |
237
- | No log | 8.8571 | 372 | 0.6599 | 0.4764 | 0.6599 | 0.8123 |
238
- | No log | 8.9048 | 374 | 0.6525 | 0.4764 | 0.6525 | 0.8077 |
239
- | No log | 8.9524 | 376 | 0.6038 | 0.4179 | 0.6038 | 0.7770 |
240
- | No log | 9.0 | 378 | 0.7065 | 0.4079 | 0.7065 | 0.8405 |
241
- | No log | 9.0476 | 380 | 0.8053 | 0.3263 | 0.8053 | 0.8974 |
242
- | No log | 9.0952 | 382 | 0.7218 | 0.3851 | 0.7218 | 0.8496 |
243
- | No log | 9.1429 | 384 | 0.6336 | 0.3671 | 0.6336 | 0.7960 |
244
- | No log | 9.1905 | 386 | 0.6279 | 0.3950 | 0.6279 | 0.7924 |
245
- | No log | 9.2381 | 388 | 0.6397 | 0.4278 | 0.6397 | 0.7998 |
246
- | No log | 9.2857 | 390 | 0.6425 | 0.5003 | 0.6425 | 0.8016 |
247
- | No log | 9.3333 | 392 | 0.6378 | 0.3213 | 0.6378 | 0.7986 |
248
- | No log | 9.3810 | 394 | 0.6360 | 0.4136 | 0.6360 | 0.7975 |
249
- | No log | 9.4286 | 396 | 0.6380 | 0.3170 | 0.6380 | 0.7987 |
250
- | No log | 9.4762 | 398 | 0.6467 | 0.3603 | 0.6467 | 0.8042 |
251
- | No log | 9.5238 | 400 | 0.6805 | 0.3990 | 0.6805 | 0.8249 |
252
- | No log | 9.5714 | 402 | 0.7376 | 0.4702 | 0.7376 | 0.8589 |
253
- | No log | 9.6190 | 404 | 0.7511 | 0.4284 | 0.7511 | 0.8666 |
254
- | No log | 9.6667 | 406 | 0.7165 | 0.4428 | 0.7165 | 0.8465 |
255
- | No log | 9.7143 | 408 | 0.6833 | 0.3669 | 0.6833 | 0.8266 |
256
- | No log | 9.7619 | 410 | 0.6855 | 0.3335 | 0.6855 | 0.8280 |
257
- | No log | 9.8095 | 412 | 0.6840 | 0.3715 | 0.6840 | 0.8271 |
258
- | No log | 9.8571 | 414 | 0.7053 | 0.4147 | 0.7053 | 0.8398 |
259
- | No log | 9.9048 | 416 | 0.7062 | 0.4248 | 0.7062 | 0.8404 |
260
- | No log | 9.9524 | 418 | 0.7150 | 0.4795 | 0.7150 | 0.8456 |
261
- | No log | 10.0 | 420 | 0.6803 | 0.4547 | 0.6803 | 0.8248 |
262
- | No log | 10.0476 | 422 | 0.6420 | 0.3385 | 0.6420 | 0.8012 |
263
- | No log | 10.0952 | 424 | 0.6621 | 0.2944 | 0.6621 | 0.8137 |
264
- | No log | 10.1429 | 426 | 0.6494 | 0.2978 | 0.6494 | 0.8058 |
265
- | No log | 10.1905 | 428 | 0.6395 | 0.3320 | 0.6395 | 0.7997 |
266
- | No log | 10.2381 | 430 | 0.6388 | 0.3808 | 0.6388 | 0.7992 |
267
- | No log | 10.2857 | 432 | 0.6503 | 0.3239 | 0.6503 | 0.8064 |
268
- | No log | 10.3333 | 434 | 0.6576 | 0.3239 | 0.6576 | 0.8109 |
269
- | No log | 10.3810 | 436 | 0.6633 | 0.3978 | 0.6633 | 0.8144 |
270
- | No log | 10.4286 | 438 | 0.6581 | 0.3939 | 0.6581 | 0.8112 |
271
- | No log | 10.4762 | 440 | 0.6572 | 0.4291 | 0.6572 | 0.8107 |
272
- | No log | 10.5238 | 442 | 0.6618 | 0.4291 | 0.6618 | 0.8135 |
273
- | No log | 10.5714 | 444 | 0.6868 | 0.3862 | 0.6868 | 0.8287 |
274
- | No log | 10.6190 | 446 | 0.7364 | 0.3235 | 0.7364 | 0.8581 |
275
- | No log | 10.6667 | 448 | 0.8674 | 0.3527 | 0.8674 | 0.9314 |
276
- | No log | 10.7143 | 450 | 0.9482 | 0.3475 | 0.9482 | 0.9738 |
277
- | No log | 10.7619 | 452 | 0.8882 | 0.3089 | 0.8882 | 0.9424 |
278
- | No log | 10.8095 | 454 | 0.7880 | 0.3793 | 0.7880 | 0.8877 |
279
- | No log | 10.8571 | 456 | 0.7419 | 0.3703 | 0.7419 | 0.8613 |
280
- | No log | 10.9048 | 458 | 0.7270 | 0.3481 | 0.7270 | 0.8527 |
281
- | No log | 10.9524 | 460 | 0.7237 | 0.2884 | 0.7237 | 0.8507 |
282
- | No log | 11.0 | 462 | 0.7396 | 0.3289 | 0.7396 | 0.8600 |
283
- | No log | 11.0476 | 464 | 0.7565 | 0.2780 | 0.7565 | 0.8697 |
284
- | No log | 11.0952 | 466 | 0.8072 | 0.3209 | 0.8072 | 0.8985 |
285
- | No log | 11.1429 | 468 | 0.8383 | 0.2862 | 0.8383 | 0.9156 |
286
- | No log | 11.1905 | 470 | 0.8183 | 0.3391 | 0.8183 | 0.9046 |
287
- | No log | 11.2381 | 472 | 0.8075 | 0.2568 | 0.8075 | 0.8986 |
288
- | No log | 11.2857 | 474 | 0.8347 | 0.2444 | 0.8347 | 0.9136 |
289
- | No log | 11.3333 | 476 | 0.7931 | 0.3025 | 0.7931 | 0.8906 |
290
- | No log | 11.3810 | 478 | 0.7556 | 0.3189 | 0.7556 | 0.8692 |
291
- | No log | 11.4286 | 480 | 0.6984 | 0.3677 | 0.6984 | 0.8357 |
292
- | No log | 11.4762 | 482 | 0.6720 | 0.4111 | 0.6720 | 0.8198 |
293
- | No log | 11.5238 | 484 | 0.6556 | 0.3893 | 0.6556 | 0.8097 |
294
- | No log | 11.5714 | 486 | 0.6417 | 0.3920 | 0.6417 | 0.8011 |
295
- | No log | 11.6190 | 488 | 0.6302 | 0.3920 | 0.6302 | 0.7938 |
296
- | No log | 11.6667 | 490 | 0.6266 | 0.4224 | 0.6266 | 0.7916 |
297
- | No log | 11.7143 | 492 | 0.6199 | 0.4019 | 0.6199 | 0.7874 |
298
- | No log | 11.7619 | 494 | 0.6191 | 0.3886 | 0.6191 | 0.7868 |
299
- | No log | 11.8095 | 496 | 0.6368 | 0.3994 | 0.6368 | 0.7980 |
300
- | No log | 11.8571 | 498 | 0.6909 | 0.3829 | 0.6909 | 0.8312 |
301
- | 0.3349 | 11.9048 | 500 | 0.7021 | 0.3594 | 0.7021 | 0.8379 |
302
- | 0.3349 | 11.9524 | 502 | 0.6487 | 0.4575 | 0.6487 | 0.8054 |
303
- | 0.3349 | 12.0 | 504 | 0.6070 | 0.5151 | 0.6070 | 0.7791 |
304
- | 0.3349 | 12.0476 | 506 | 0.6041 | 0.4700 | 0.6041 | 0.7772 |
305
- | 0.3349 | 12.0952 | 508 | 0.6109 | 0.4581 | 0.6109 | 0.7816 |
306
- | 0.3349 | 12.1429 | 510 | 0.6195 | 0.5592 | 0.6195 | 0.7871 |
307
- | 0.3349 | 12.1905 | 512 | 0.6451 | 0.5524 | 0.6451 | 0.8032 |
308
- | 0.3349 | 12.2381 | 514 | 0.6710 | 0.4858 | 0.6710 | 0.8191 |
309
- | 0.3349 | 12.2857 | 516 | 0.6459 | 0.4232 | 0.6459 | 0.8037 |
310
- | 0.3349 | 12.3333 | 518 | 0.6592 | 0.4493 | 0.6592 | 0.8119 |
311
- | 0.3349 | 12.3810 | 520 | 0.6703 | 0.4459 | 0.6703 | 0.8187 |
312
- | 0.3349 | 12.4286 | 522 | 0.6483 | 0.4291 | 0.6483 | 0.8052 |
313
- | 0.3349 | 12.4762 | 524 | 0.6565 | 0.3243 | 0.6565 | 0.8102 |
314
- | 0.3349 | 12.5238 | 526 | 0.6944 | 0.3754 | 0.6944 | 0.8333 |
315
- | 0.3349 | 12.5714 | 528 | 0.6907 | 0.3754 | 0.6907 | 0.8311 |
316
- | 0.3349 | 12.6190 | 530 | 0.6740 | 0.3964 | 0.6740 | 0.8210 |
317
- | 0.3349 | 12.6667 | 532 | 0.6786 | 0.3577 | 0.6786 | 0.8238 |
318
- | 0.3349 | 12.7143 | 534 | 0.7373 | 0.3633 | 0.7373 | 0.8587 |
319
- | 0.3349 | 12.7619 | 536 | 0.8383 | 0.4177 | 0.8383 | 0.9156 |
320
- | 0.3349 | 12.8095 | 538 | 0.8382 | 0.4240 | 0.8382 | 0.9156 |
321
- | 0.3349 | 12.8571 | 540 | 0.8014 | 0.4240 | 0.8014 | 0.8952 |
322
- | 0.3349 | 12.9048 | 542 | 0.7327 | 0.4260 | 0.7327 | 0.8560 |
323
- | 0.3349 | 12.9524 | 544 | 0.6898 | 0.2958 | 0.6898 | 0.8305 |
324
- | 0.3349 | 13.0 | 546 | 0.7044 | 0.3201 | 0.7044 | 0.8393 |
325
- | 0.3349 | 13.0476 | 548 | 0.7035 | 0.3474 | 0.7035 | 0.8387 |
326
- | 0.3349 | 13.0952 | 550 | 0.6978 | 0.2889 | 0.6978 | 0.8353 |
327
- | 0.3349 | 13.1429 | 552 | 0.7217 | 0.3862 | 0.7217 | 0.8495 |
328
- | 0.3349 | 13.1905 | 554 | 0.7847 | 0.4254 | 0.7847 | 0.8858 |
329
- | 0.3349 | 13.2381 | 556 | 0.8271 | 0.4940 | 0.8271 | 0.9095 |
330
- | 0.3349 | 13.2857 | 558 | 0.7745 | 0.4556 | 0.7745 | 0.8801 |
331
- | 0.3349 | 13.3333 | 560 | 0.6768 | 0.4244 | 0.6768 | 0.8227 |
332
- | 0.3349 | 13.3810 | 562 | 0.6514 | 0.4119 | 0.6514 | 0.8071 |
333
- | 0.3349 | 13.4286 | 564 | 0.6872 | 0.4729 | 0.6872 | 0.8290 |
334
- | 0.3349 | 13.4762 | 566 | 0.6584 | 0.4499 | 0.6584 | 0.8114 |
335
- | 0.3349 | 13.5238 | 568 | 0.6351 | 0.3762 | 0.6351 | 0.7969 |
336
- | 0.3349 | 13.5714 | 570 | 0.6606 | 0.5076 | 0.6606 | 0.8128 |
337
- | 0.3349 | 13.6190 | 572 | 0.6723 | 0.4707 | 0.6723 | 0.8199 |
338
- | 0.3349 | 13.6667 | 574 | 0.6649 | 0.4148 | 0.6649 | 0.8154 |
339
- | 0.3349 | 13.7143 | 576 | 0.6553 | 0.4729 | 0.6553 | 0.8095 |
340
- | 0.3349 | 13.7619 | 578 | 0.6393 | 0.3939 | 0.6393 | 0.7996 |
341
- | 0.3349 | 13.8095 | 580 | 0.6343 | 0.4137 | 0.6343 | 0.7964 |
342
- | 0.3349 | 13.8571 | 582 | 0.6461 | 0.3467 | 0.6461 | 0.8038 |
343
- | 0.3349 | 13.9048 | 584 | 0.6594 | 0.4265 | 0.6594 | 0.8120 |
344
- | 0.3349 | 13.9524 | 586 | 0.6761 | 0.4196 | 0.6761 | 0.8223 |
345
- | 0.3349 | 14.0 | 588 | 0.6866 | 0.4196 | 0.6866 | 0.8286 |
346
- | 0.3349 | 14.0476 | 590 | 0.6895 | 0.3715 | 0.6895 | 0.8304 |
347
- | 0.3349 | 14.0952 | 592 | 0.6938 | 0.3738 | 0.6938 | 0.8330 |
348
- | 0.3349 | 14.1429 | 594 | 0.7179 | 0.3878 | 0.7179 | 0.8473 |
349
- | 0.3349 | 14.1905 | 596 | 0.7318 | 0.4140 | 0.7318 | 0.8554 |
350
- | 0.3349 | 14.2381 | 598 | 0.7023 | 0.4099 | 0.7023 | 0.8380 |
351
- | 0.3349 | 14.2857 | 600 | 0.6865 | 0.3910 | 0.6865 | 0.8286 |
352
- | 0.3349 | 14.3333 | 602 | 0.6821 | 0.4278 | 0.6821 | 0.8259 |
353
- | 0.3349 | 14.3810 | 604 | 0.6784 | 0.4278 | 0.6784 | 0.8236 |
354
- | 0.3349 | 14.4286 | 606 | 0.6682 | 0.4278 | 0.6682 | 0.8175 |
355
- | 0.3349 | 14.4762 | 608 | 0.6589 | 0.3738 | 0.6589 | 0.8117 |
356
- | 0.3349 | 14.5238 | 610 | 0.6693 | 0.3541 | 0.6693 | 0.8181 |
357
- | 0.3349 | 14.5714 | 612 | 0.6757 | 0.3291 | 0.6757 | 0.8220 |
358
- | 0.3349 | 14.6190 | 614 | 0.6840 | 0.3566 | 0.6840 | 0.8270 |
359
- | 0.3349 | 14.6667 | 616 | 0.6964 | 0.3899 | 0.6964 | 0.8345 |
360
- | 0.3349 | 14.7143 | 618 | 0.6837 | 0.3946 | 0.6837 | 0.8269 |
361
- | 0.3349 | 14.7619 | 620 | 0.6746 | 0.3972 | 0.6746 | 0.8213 |
362
- | 0.3349 | 14.8095 | 622 | 0.6801 | 0.4342 | 0.6801 | 0.8247 |
363
- | 0.3349 | 14.8571 | 624 | 0.6884 | 0.4342 | 0.6884 | 0.8297 |
364
- | 0.3349 | 14.9048 | 626 | 0.6960 | 0.3948 | 0.6960 | 0.8343 |
365
- | 0.3349 | 14.9524 | 628 | 0.7086 | 0.4353 | 0.7086 | 0.8418 |
366
- | 0.3349 | 15.0 | 630 | 0.7330 | 0.4527 | 0.7330 | 0.8562 |
367
- | 0.3349 | 15.0476 | 632 | 0.7340 | 0.4474 | 0.7340 | 0.8568 |
368
- | 0.3349 | 15.0952 | 634 | 0.7072 | 0.4580 | 0.7072 | 0.8410 |
369
- | 0.3349 | 15.1429 | 636 | 0.6721 | 0.3924 | 0.6721 | 0.8198 |
370
- | 0.3349 | 15.1905 | 638 | 0.6762 | 0.4576 | 0.6762 | 0.8223 |
371
- | 0.3349 | 15.2381 | 640 | 0.7048 | 0.4315 | 0.7048 | 0.8395 |
372
- | 0.3349 | 15.2857 | 642 | 0.6981 | 0.4212 | 0.6981 | 0.8355 |
373
- | 0.3349 | 15.3333 | 644 | 0.6783 | 0.4292 | 0.6783 | 0.8236 |
374
- | 0.3349 | 15.3810 | 646 | 0.6576 | 0.3651 | 0.6576 | 0.8109 |
375
- | 0.3349 | 15.4286 | 648 | 0.6779 | 0.3433 | 0.6779 | 0.8233 |
376
- | 0.3349 | 15.4762 | 650 | 0.7238 | 0.4230 | 0.7238 | 0.8508 |
377
- | 0.3349 | 15.5238 | 652 | 0.7311 | 0.3962 | 0.7311 | 0.8550 |
378
- | 0.3349 | 15.5714 | 654 | 0.6885 | 0.4425 | 0.6885 | 0.8298 |
379
- | 0.3349 | 15.6190 | 656 | 0.6670 | 0.3946 | 0.6670 | 0.8167 |
380
- | 0.3349 | 15.6667 | 658 | 0.6576 | 0.3474 | 0.6576 | 0.8109 |
381
- | 0.3349 | 15.7143 | 660 | 0.6585 | 0.3331 | 0.6585 | 0.8115 |
382
- | 0.3349 | 15.7619 | 662 | 0.6527 | 0.3042 | 0.6527 | 0.8079 |
383
- | 0.3349 | 15.8095 | 664 | 0.6521 | 0.3200 | 0.6521 | 0.8075 |
384
- | 0.3349 | 15.8571 | 666 | 0.6549 | 0.2807 | 0.6549 | 0.8092 |
385
 
386
 
387
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7071
19
+ - Qwk: 0.3567
20
+ - Mse: 0.7071
21
+ - Rmse: 0.8409
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0455 | 2 | 2.5163 | -0.0449 | 2.5163 | 1.5863 |
53
+ | No log | 0.0909 | 4 | 1.2588 | 0.0726 | 1.2588 | 1.1220 |
54
+ | No log | 0.1364 | 6 | 1.2992 | -0.2509 | 1.2992 | 1.1398 |
55
+ | No log | 0.1818 | 8 | 1.2875 | -0.2580 | 1.2875 | 1.1347 |
56
+ | No log | 0.2273 | 10 | 1.0711 | -0.0654 | 1.0711 | 1.0349 |
57
+ | No log | 0.2727 | 12 | 1.0578 | -0.0687 | 1.0578 | 1.0285 |
58
+ | No log | 0.3182 | 14 | 0.9715 | -0.0970 | 0.9715 | 0.9857 |
59
+ | No log | 0.3636 | 16 | 0.9314 | 0.1358 | 0.9314 | 0.9651 |
60
+ | No log | 0.4091 | 18 | 1.1539 | 0.0169 | 1.1539 | 1.0742 |
61
+ | No log | 0.4545 | 20 | 1.1202 | 0.0169 | 1.1202 | 1.0584 |
62
+ | No log | 0.5 | 22 | 0.8871 | 0.1673 | 0.8871 | 0.9419 |
63
+ | No log | 0.5455 | 24 | 0.7330 | 0.1372 | 0.7330 | 0.8561 |
64
+ | No log | 0.5909 | 26 | 0.7351 | -0.0054 | 0.7351 | 0.8574 |
65
+ | No log | 0.6364 | 28 | 0.7844 | 0.0359 | 0.7844 | 0.8856 |
66
+ | No log | 0.6818 | 30 | 0.8217 | 0.0 | 0.8217 | 0.9065 |
67
+ | No log | 0.7273 | 32 | 0.8278 | 0.0 | 0.8278 | 0.9098 |
68
+ | No log | 0.7727 | 34 | 0.8465 | 0.0 | 0.8465 | 0.9201 |
69
+ | No log | 0.8182 | 36 | 0.8291 | 0.0 | 0.8291 | 0.9106 |
70
+ | No log | 0.8636 | 38 | 0.7992 | -0.0027 | 0.7992 | 0.8940 |
71
+ | No log | 0.9091 | 40 | 0.7893 | -0.0027 | 0.7893 | 0.8884 |
72
+ | No log | 0.9545 | 42 | 0.7824 | 0.1561 | 0.7824 | 0.8845 |
73
+ | No log | 1.0 | 44 | 0.7760 | 0.1962 | 0.7760 | 0.8809 |
74
+ | No log | 1.0455 | 46 | 0.8247 | 0.1327 | 0.8247 | 0.9081 |
75
+ | No log | 1.0909 | 48 | 0.8473 | 0.1327 | 0.8473 | 0.9205 |
76
+ | No log | 1.1364 | 50 | 0.8271 | 0.0846 | 0.8271 | 0.9094 |
77
+ | No log | 1.1818 | 52 | 0.8927 | 0.0053 | 0.8927 | 0.9448 |
78
+ | No log | 1.2273 | 54 | 0.8989 | 0.0944 | 0.8989 | 0.9481 |
79
+ | No log | 1.2727 | 56 | 0.8655 | 0.0474 | 0.8655 | 0.9303 |
80
+ | No log | 1.3182 | 58 | 0.8366 | -0.0103 | 0.8366 | 0.9147 |
81
+ | No log | 1.3636 | 60 | 0.8069 | 0.2145 | 0.8069 | 0.8983 |
82
+ | No log | 1.4091 | 62 | 0.8049 | 0.2027 | 0.8049 | 0.8971 |
83
+ | No log | 1.4545 | 64 | 0.8026 | 0.0295 | 0.8026 | 0.8959 |
84
+ | No log | 1.5 | 66 | 0.7967 | 0.1807 | 0.7967 | 0.8926 |
85
+ | No log | 1.5455 | 68 | 0.7758 | 0.1094 | 0.7758 | 0.8808 |
86
+ | No log | 1.5909 | 70 | 0.7803 | 0.1660 | 0.7803 | 0.8834 |
87
+ | No log | 1.6364 | 72 | 0.8112 | 0.0898 | 0.8112 | 0.9007 |
88
+ | No log | 1.6818 | 74 | 0.8073 | 0.0455 | 0.8073 | 0.8985 |
89
+ | No log | 1.7273 | 76 | 0.7927 | 0.0870 | 0.7927 | 0.8904 |
90
+ | No log | 1.7727 | 78 | 0.7839 | 0.1904 | 0.7839 | 0.8854 |
91
+ | No log | 1.8182 | 80 | 0.7877 | 0.1569 | 0.7877 | 0.8875 |
92
+ | No log | 1.8636 | 82 | 0.8034 | 0.1942 | 0.8034 | 0.8963 |
93
+ | No log | 1.9091 | 84 | 0.8365 | 0.1548 | 0.8365 | 0.9146 |
94
+ | No log | 1.9545 | 86 | 0.8889 | 0.0569 | 0.8889 | 0.9428 |
95
+ | No log | 2.0 | 88 | 0.8669 | 0.0526 | 0.8669 | 0.9311 |
96
+ | No log | 2.0455 | 90 | 0.8231 | 0.0905 | 0.8231 | 0.9073 |
97
+ | No log | 2.0909 | 92 | 0.7989 | 0.0410 | 0.7989 | 0.8938 |
98
+ | No log | 2.1364 | 94 | 0.7358 | 0.2677 | 0.7358 | 0.8578 |
99
+ | No log | 2.1818 | 96 | 0.7302 | 0.2336 | 0.7302 | 0.8545 |
100
+ | No log | 2.2273 | 98 | 0.7456 | 0.1187 | 0.7456 | 0.8635 |
101
+ | No log | 2.2727 | 100 | 0.7493 | 0.1187 | 0.7493 | 0.8656 |
102
+ | No log | 2.3182 | 102 | 0.7406 | 0.1863 | 0.7406 | 0.8606 |
103
+ | No log | 2.3636 | 104 | 0.8554 | 0.2866 | 0.8554 | 0.9249 |
104
+ | No log | 2.4091 | 106 | 0.8938 | 0.2467 | 0.8938 | 0.9454 |
105
+ | No log | 2.4545 | 108 | 0.8187 | 0.3369 | 0.8187 | 0.9048 |
106
+ | No log | 2.5 | 110 | 0.8395 | 0.2837 | 0.8395 | 0.9162 |
107
+ | No log | 2.5455 | 112 | 0.9267 | 0.2373 | 0.9267 | 0.9627 |
108
+ | No log | 2.5909 | 114 | 1.1087 | 0.1750 | 1.1087 | 1.0530 |
109
+ | No log | 2.6364 | 116 | 1.1481 | 0.1775 | 1.1481 | 1.0715 |
110
+ | No log | 2.6818 | 118 | 0.9846 | 0.1249 | 0.9846 | 0.9922 |
111
+ | No log | 2.7273 | 120 | 0.8192 | 0.2550 | 0.8192 | 0.9051 |
112
+ | No log | 2.7727 | 122 | 0.7295 | 0.2677 | 0.7295 | 0.8541 |
113
+ | No log | 2.8182 | 124 | 0.7032 | 0.2677 | 0.7032 | 0.8386 |
114
+ | No log | 2.8636 | 126 | 0.6827 | 0.2677 | 0.6827 | 0.8263 |
115
+ | No log | 2.9091 | 128 | 0.6815 | 0.2336 | 0.6815 | 0.8255 |
116
+ | No log | 2.9545 | 130 | 0.6891 | 0.2677 | 0.6891 | 0.8301 |
117
+ | No log | 3.0 | 132 | 0.7115 | 0.3755 | 0.7115 | 0.8435 |
118
+ | No log | 3.0455 | 134 | 0.7761 | 0.3372 | 0.7761 | 0.8810 |
119
+ | No log | 3.0909 | 136 | 0.7631 | 0.3167 | 0.7631 | 0.8736 |
120
+ | No log | 3.1364 | 138 | 0.7020 | 0.3465 | 0.7020 | 0.8378 |
121
+ | No log | 3.1818 | 140 | 0.6957 | 0.3050 | 0.6957 | 0.8341 |
122
+ | No log | 3.2273 | 142 | 0.7284 | 0.2751 | 0.7284 | 0.8535 |
123
+ | No log | 3.2727 | 144 | 0.7321 | 0.3023 | 0.7321 | 0.8556 |
124
+ | No log | 3.3182 | 146 | 0.7140 | 0.2717 | 0.7140 | 0.8450 |
125
+ | No log | 3.3636 | 148 | 0.7303 | 0.3041 | 0.7303 | 0.8546 |
126
+ | No log | 3.4091 | 150 | 0.7290 | 0.3041 | 0.7290 | 0.8538 |
127
+ | No log | 3.4545 | 152 | 0.7213 | 0.3002 | 0.7213 | 0.8493 |
128
+ | No log | 3.5 | 154 | 0.7492 | 0.3226 | 0.7492 | 0.8656 |
129
+ | No log | 3.5455 | 156 | 0.7982 | 0.2870 | 0.7982 | 0.8934 |
130
+ | No log | 3.5909 | 158 | 0.7464 | 0.3457 | 0.7464 | 0.8640 |
131
+ | No log | 3.6364 | 160 | 0.7019 | 0.3160 | 0.7019 | 0.8378 |
132
+ | No log | 3.6818 | 162 | 0.7590 | 0.3976 | 0.7590 | 0.8712 |
133
+ | No log | 3.7273 | 164 | 0.7510 | 0.4144 | 0.7510 | 0.8666 |
134
+ | No log | 3.7727 | 166 | 0.6939 | 0.3816 | 0.6939 | 0.8330 |
135
+ | No log | 3.8182 | 168 | 0.6686 | 0.3884 | 0.6686 | 0.8177 |
136
+ | No log | 3.8636 | 170 | 0.6555 | 0.3467 | 0.6555 | 0.8096 |
137
+ | No log | 3.9091 | 172 | 0.6726 | 0.4036 | 0.6726 | 0.8201 |
138
+ | No log | 3.9545 | 174 | 0.7161 | 0.3902 | 0.7161 | 0.8462 |
139
+ | No log | 4.0 | 176 | 0.6888 | 0.4249 | 0.6888 | 0.8299 |
140
+ | No log | 4.0455 | 178 | 0.6291 | 0.3530 | 0.6291 | 0.7931 |
141
+ | No log | 4.0909 | 180 | 0.6162 | 0.3945 | 0.6162 | 0.7850 |
142
+ | No log | 4.1364 | 182 | 0.6117 | 0.3945 | 0.6117 | 0.7821 |
143
+ | No log | 4.1818 | 184 | 0.6020 | 0.4206 | 0.6020 | 0.7759 |
144
+ | No log | 4.2273 | 186 | 0.6037 | 0.4136 | 0.6037 | 0.7770 |
145
+ | No log | 4.2727 | 188 | 0.6105 | 0.3144 | 0.6105 | 0.7814 |
146
+ | No log | 4.3182 | 190 | 0.6960 | 0.3586 | 0.6960 | 0.8342 |
147
+ | No log | 4.3636 | 192 | 0.7893 | 0.3847 | 0.7893 | 0.8884 |
148
+ | No log | 4.4091 | 194 | 0.6958 | 0.3844 | 0.6958 | 0.8341 |
149
+ | No log | 4.4545 | 196 | 0.6025 | 0.4006 | 0.6025 | 0.7762 |
150
+ | No log | 4.5 | 198 | 0.6609 | 0.4674 | 0.6609 | 0.8130 |
151
+ | No log | 4.5455 | 200 | 0.7863 | 0.4527 | 0.7863 | 0.8867 |
152
+ | No log | 4.5909 | 202 | 0.7670 | 0.4527 | 0.7670 | 0.8758 |
153
+ | No log | 4.6364 | 204 | 0.6211 | 0.4315 | 0.6211 | 0.7881 |
154
+ | No log | 4.6818 | 206 | 0.6108 | 0.4872 | 0.6108 | 0.7815 |
155
+ | No log | 4.7273 | 208 | 0.6556 | 0.4243 | 0.6556 | 0.8097 |
156
+ | No log | 4.7727 | 210 | 0.6547 | 0.4684 | 0.6547 | 0.8091 |
157
+ | No log | 4.8182 | 212 | 0.6160 | 0.5157 | 0.6160 | 0.7848 |
158
+ | No log | 4.8636 | 214 | 0.6029 | 0.3974 | 0.6029 | 0.7765 |
159
+ | No log | 4.9091 | 216 | 0.6164 | 0.3902 | 0.6164 | 0.7851 |
160
+ | No log | 4.9545 | 218 | 0.6399 | 0.4467 | 0.6399 | 0.8000 |
161
+ | No log | 5.0 | 220 | 0.7162 | 0.4077 | 0.7162 | 0.8463 |
162
+ | No log | 5.0455 | 222 | 0.8434 | 0.3906 | 0.8434 | 0.9184 |
163
+ | No log | 5.0909 | 224 | 0.8174 | 0.4177 | 0.8174 | 0.9041 |
164
+ | No log | 5.1364 | 226 | 0.7233 | 0.4166 | 0.7233 | 0.8504 |
165
+ | No log | 5.1818 | 228 | 0.8111 | 0.3854 | 0.8111 | 0.9006 |
166
+ | No log | 5.2273 | 230 | 1.0463 | 0.2176 | 1.0463 | 1.0229 |
167
+ | No log | 5.2727 | 232 | 1.0610 | 0.2176 | 1.0610 | 1.0301 |
168
+ | No log | 5.3182 | 234 | 0.8820 | 0.3706 | 0.8820 | 0.9392 |
169
+ | No log | 5.3636 | 236 | 0.7729 | 0.3768 | 0.7729 | 0.8791 |
170
+ | No log | 5.4091 | 238 | 0.7088 | 0.4037 | 0.7088 | 0.8419 |
171
+ | No log | 5.4545 | 240 | 0.7128 | 0.4460 | 0.7128 | 0.8442 |
172
+ | No log | 5.5 | 242 | 0.8408 | 0.4183 | 0.8408 | 0.9170 |
173
+ | No log | 5.5455 | 244 | 0.8339 | 0.3786 | 0.8339 | 0.9132 |
174
+ | No log | 5.5909 | 246 | 0.7583 | 0.2917 | 0.7583 | 0.8708 |
175
+ | No log | 5.6364 | 248 | 0.7569 | 0.3159 | 0.7569 | 0.8700 |
176
+ | No log | 5.6818 | 250 | 0.8237 | 0.3727 | 0.8237 | 0.9076 |
177
+ | No log | 5.7273 | 252 | 0.7983 | 0.4051 | 0.7983 | 0.8935 |
178
+ | No log | 5.7727 | 254 | 0.6522 | 0.3914 | 0.6522 | 0.8076 |
179
+ | No log | 5.8182 | 256 | 0.5787 | 0.4934 | 0.5787 | 0.7608 |
180
+ | No log | 5.8636 | 258 | 0.5943 | 0.4478 | 0.5943 | 0.7709 |
181
+ | No log | 5.9091 | 260 | 0.6000 | 0.5389 | 0.6000 | 0.7746 |
182
+ | No log | 5.9545 | 262 | 0.6312 | 0.4464 | 0.6312 | 0.7945 |
183
+ | No log | 6.0 | 264 | 0.6809 | 0.4199 | 0.6809 | 0.8252 |
184
+ | No log | 6.0455 | 266 | 0.5847 | 0.4513 | 0.5847 | 0.7647 |
185
+ | No log | 6.0909 | 268 | 0.5319 | 0.5151 | 0.5319 | 0.7293 |
186
+ | No log | 6.1364 | 270 | 0.5704 | 0.5463 | 0.5704 | 0.7552 |
187
+ | No log | 6.1818 | 272 | 0.7008 | 0.3727 | 0.7008 | 0.8371 |
188
+ | No log | 6.2273 | 274 | 0.7620 | 0.3849 | 0.7620 | 0.8729 |
189
+ | No log | 6.2727 | 276 | 0.7243 | 0.4170 | 0.7243 | 0.8511 |
190
+ | No log | 6.3182 | 278 | 0.6436 | 0.4802 | 0.6436 | 0.8022 |
191
+ | No log | 6.3636 | 280 | 0.6284 | 0.4378 | 0.6284 | 0.7927 |
192
+ | No log | 6.4091 | 282 | 0.6578 | 0.4354 | 0.6578 | 0.8111 |
193
+ | No log | 6.4545 | 284 | 0.6571 | 0.4354 | 0.6571 | 0.8106 |
194
+ | No log | 6.5 | 286 | 0.6408 | 0.4253 | 0.6408 | 0.8005 |
195
+ | No log | 6.5455 | 288 | 0.6295 | 0.4364 | 0.6295 | 0.7934 |
196
+ | No log | 6.5909 | 290 | 0.6030 | 0.4738 | 0.6030 | 0.7765 |
197
+ | No log | 6.6364 | 292 | 0.6184 | 0.5098 | 0.6184 | 0.7864 |
198
+ | No log | 6.6818 | 294 | 0.6259 | 0.4795 | 0.6259 | 0.7912 |
199
+ | No log | 6.7273 | 296 | 0.5856 | 0.4966 | 0.5856 | 0.7652 |
200
+ | No log | 6.7727 | 298 | 0.5563 | 0.4719 | 0.5563 | 0.7458 |
201
+ | No log | 6.8182 | 300 | 0.5598 | 0.4820 | 0.5598 | 0.7482 |
202
+ | No log | 6.8636 | 302 | 0.5522 | 0.4866 | 0.5522 | 0.7431 |
203
+ | No log | 6.9091 | 304 | 0.5528 | 0.4459 | 0.5528 | 0.7435 |
204
+ | No log | 6.9545 | 306 | 0.5590 | 0.4705 | 0.5590 | 0.7476 |
205
+ | No log | 7.0 | 308 | 0.5634 | 0.4330 | 0.5634 | 0.7506 |
206
+ | No log | 7.0455 | 310 | 0.5686 | 0.3416 | 0.5686 | 0.7540 |
207
+ | No log | 7.0909 | 312 | 0.5919 | 0.3738 | 0.5919 | 0.7693 |
208
+ | No log | 7.1364 | 314 | 0.6200 | 0.4602 | 0.6200 | 0.7874 |
209
+ | No log | 7.1818 | 316 | 0.6227 | 0.3482 | 0.6227 | 0.7891 |
210
+ | No log | 7.2273 | 318 | 0.6299 | 0.3316 | 0.6299 | 0.7937 |
211
+ | No log | 7.2727 | 320 | 0.6382 | 0.2633 | 0.6382 | 0.7989 |
212
+ | No log | 7.3182 | 322 | 0.6405 | 0.2633 | 0.6405 | 0.8003 |
213
+ | No log | 7.3636 | 324 | 0.6477 | 0.2988 | 0.6477 | 0.8048 |
214
+ | No log | 7.4091 | 326 | 0.6404 | 0.3002 | 0.6404 | 0.8003 |
215
+ | No log | 7.4545 | 328 | 0.6607 | 0.4227 | 0.6607 | 0.8128 |
216
+ | No log | 7.5 | 330 | 0.6584 | 0.3934 | 0.6584 | 0.8114 |
217
+ | No log | 7.5455 | 332 | 0.6538 | 0.3738 | 0.6538 | 0.8086 |
218
+ | No log | 7.5909 | 334 | 0.6785 | 0.4356 | 0.6785 | 0.8237 |
219
+ | No log | 7.6364 | 336 | 0.7295 | 0.4334 | 0.7295 | 0.8541 |
220
+ | No log | 7.6818 | 338 | 0.7522 | 0.4369 | 0.7522 | 0.8673 |
221
+ | No log | 7.7273 | 340 | 0.6867 | 0.4078 | 0.6867 | 0.8287 |
222
+ | No log | 7.7727 | 342 | 0.6594 | 0.4322 | 0.6594 | 0.8121 |
223
+ | No log | 7.8182 | 344 | 0.6372 | 0.4236 | 0.6372 | 0.7982 |
224
+ | No log | 7.8636 | 346 | 0.6420 | 0.4838 | 0.6420 | 0.8012 |
225
+ | No log | 7.9091 | 348 | 0.6842 | 0.5354 | 0.6842 | 0.8272 |
226
+ | No log | 7.9545 | 350 | 0.7093 | 0.4993 | 0.7093 | 0.8422 |
227
+ | No log | 8.0 | 352 | 0.6506 | 0.6450 | 0.6506 | 0.8066 |
228
+ | No log | 8.0455 | 354 | 0.6074 | 0.5982 | 0.6074 | 0.7794 |
229
+ | No log | 8.0909 | 356 | 0.6151 | 0.5902 | 0.6151 | 0.7843 |
230
+ | No log | 8.1364 | 358 | 0.7130 | 0.5721 | 0.7130 | 0.8444 |
231
+ | No log | 8.1818 | 360 | 0.7500 | 0.5308 | 0.7500 | 0.8660 |
232
+ | No log | 8.2273 | 362 | 0.6487 | 0.5981 | 0.6487 | 0.8054 |
233
+ | No log | 8.2727 | 364 | 0.5886 | 0.5701 | 0.5886 | 0.7672 |
234
+ | No log | 8.3182 | 366 | 0.6469 | 0.4727 | 0.6469 | 0.8043 |
235
+ | No log | 8.3636 | 368 | 0.6638 | 0.4654 | 0.6638 | 0.8147 |
236
+ | No log | 8.4091 | 370 | 0.6566 | 0.4654 | 0.6566 | 0.8103 |
237
+ | No log | 8.4545 | 372 | 0.6392 | 0.4179 | 0.6392 | 0.7995 |
238
+ | No log | 8.5 | 374 | 0.6476 | 0.3978 | 0.6476 | 0.8047 |
239
+ | No log | 8.5455 | 376 | 0.6598 | 0.4074 | 0.6598 | 0.8123 |
240
+ | No log | 8.5909 | 378 | 0.6649 | 0.4044 | 0.6649 | 0.8154 |
241
+ | No log | 8.6364 | 380 | 0.6928 | 0.4261 | 0.6928 | 0.8324 |
242
+ | No log | 8.6818 | 382 | 0.6868 | 0.4016 | 0.6868 | 0.8287 |
243
+ | No log | 8.7273 | 384 | 0.6629 | 0.4221 | 0.6629 | 0.8142 |
244
+ | No log | 8.7727 | 386 | 0.6497 | 0.4458 | 0.6497 | 0.8060 |
245
+ | No log | 8.8182 | 388 | 0.6473 | 0.4516 | 0.6473 | 0.8045 |
246
+ | No log | 8.8636 | 390 | 0.6399 | 0.4516 | 0.6399 | 0.8000 |
247
+ | No log | 8.9091 | 392 | 0.6528 | 0.3972 | 0.6528 | 0.8080 |
248
+ | No log | 8.9545 | 394 | 0.7213 | 0.3546 | 0.7213 | 0.8493 |
249
+ | No log | 9.0 | 396 | 0.7134 | 0.3546 | 0.7134 | 0.8446 |
250
+ | No log | 9.0455 | 398 | 0.6859 | 0.3546 | 0.6859 | 0.8282 |
251
+ | No log | 9.0909 | 400 | 0.6436 | 0.4022 | 0.6436 | 0.8023 |
252
+ | No log | 9.1364 | 402 | 0.6462 | 0.4601 | 0.6462 | 0.8039 |
253
+ | No log | 9.1818 | 404 | 0.6467 | 0.4889 | 0.6467 | 0.8041 |
254
+ | No log | 9.2273 | 406 | 0.6165 | 0.4758 | 0.6165 | 0.7852 |
255
+ | No log | 9.2727 | 408 | 0.5972 | 0.4657 | 0.5972 | 0.7728 |
256
+ | No log | 9.3182 | 410 | 0.5852 | 0.5079 | 0.5852 | 0.7650 |
257
+ | No log | 9.3636 | 412 | 0.5781 | 0.4466 | 0.5781 | 0.7603 |
258
+ | No log | 9.4091 | 414 | 0.5756 | 0.4869 | 0.5756 | 0.7587 |
259
+ | No log | 9.4545 | 416 | 0.5552 | 0.4809 | 0.5552 | 0.7451 |
260
+ | No log | 9.5 | 418 | 0.5489 | 0.5344 | 0.5489 | 0.7409 |
261
+ | No log | 9.5455 | 420 | 0.5428 | 0.5422 | 0.5428 | 0.7368 |
262
+ | No log | 9.5909 | 422 | 0.5392 | 0.4615 | 0.5392 | 0.7343 |
263
+ | No log | 9.6364 | 424 | 0.5680 | 0.5479 | 0.5680 | 0.7537 |
264
+ | No log | 9.6818 | 426 | 0.5594 | 0.5479 | 0.5594 | 0.7479 |
265
+ | No log | 9.7273 | 428 | 0.5365 | 0.5389 | 0.5365 | 0.7325 |
266
+ | No log | 9.7727 | 430 | 0.5765 | 0.5239 | 0.5765 | 0.7593 |
267
+ | No log | 9.8182 | 432 | 0.6043 | 0.4954 | 0.6043 | 0.7774 |
268
+ | No log | 9.8636 | 434 | 0.5977 | 0.5488 | 0.5977 | 0.7731 |
269
+ | No log | 9.9091 | 436 | 0.6139 | 0.5438 | 0.6139 | 0.7835 |
270
+ | No log | 9.9545 | 438 | 0.6283 | 0.5411 | 0.6283 | 0.7927 |
271
+ | No log | 10.0 | 440 | 0.6486 | 0.5324 | 0.6486 | 0.8054 |
272
+ | No log | 10.0455 | 442 | 0.6426 | 0.4397 | 0.6426 | 0.8016 |
273
+ | No log | 10.0909 | 444 | 0.6371 | 0.3787 | 0.6371 | 0.7982 |
274
+ | No log | 10.1364 | 446 | 0.6330 | 0.3787 | 0.6330 | 0.7956 |
275
+ | No log | 10.1818 | 448 | 0.6463 | 0.3837 | 0.6463 | 0.8040 |
276
+ | No log | 10.2273 | 450 | 0.6760 | 0.4302 | 0.6760 | 0.8222 |
277
+ | No log | 10.2727 | 452 | 0.6944 | 0.4795 | 0.6944 | 0.8333 |
278
+ | No log | 10.3182 | 454 | 0.6517 | 0.4627 | 0.6517 | 0.8073 |
279
+ | No log | 10.3636 | 456 | 0.6390 | 0.4627 | 0.6390 | 0.7994 |
280
+ | No log | 10.4091 | 458 | 0.6494 | 0.5133 | 0.6494 | 0.8058 |
281
+ | No log | 10.4545 | 460 | 0.6960 | 0.4982 | 0.6960 | 0.8343 |
282
+ | No log | 10.5 | 462 | 0.7037 | 0.4982 | 0.7037 | 0.8388 |
283
+ | No log | 10.5455 | 464 | 0.6534 | 0.4982 | 0.6534 | 0.8083 |
284
+ | No log | 10.5909 | 466 | 0.5934 | 0.5098 | 0.5934 | 0.7703 |
285
+ | No log | 10.6364 | 468 | 0.5670 | 0.4874 | 0.5670 | 0.7530 |
286
+ | No log | 10.6818 | 470 | 0.5759 | 0.5368 | 0.5759 | 0.7589 |
287
+ | No log | 10.7273 | 472 | 0.5753 | 0.5051 | 0.5753 | 0.7585 |
288
+ | No log | 10.7727 | 474 | 0.5974 | 0.4924 | 0.5974 | 0.7729 |
289
+ | No log | 10.8182 | 476 | 0.6243 | 0.5103 | 0.6243 | 0.7901 |
290
+ | No log | 10.8636 | 478 | 0.6488 | 0.5229 | 0.6488 | 0.8055 |
291
+ | No log | 10.9091 | 480 | 0.6695 | 0.5321 | 0.6695 | 0.8182 |
292
+ | No log | 10.9545 | 482 | 0.7169 | 0.5567 | 0.7169 | 0.8467 |
293
+ | No log | 11.0 | 484 | 0.6809 | 0.5013 | 0.6809 | 0.8252 |
294
+ | No log | 11.0455 | 486 | 0.6341 | 0.5173 | 0.6341 | 0.7963 |
295
+ | No log | 11.0909 | 488 | 0.6296 | 0.5324 | 0.6296 | 0.7935 |
296
+ | No log | 11.1364 | 490 | 0.6582 | 0.4721 | 0.6582 | 0.8113 |
297
+ | No log | 11.1818 | 492 | 0.7056 | 0.4144 | 0.7056 | 0.8400 |
298
+ | No log | 11.2273 | 494 | 0.7135 | 0.4189 | 0.7135 | 0.8447 |
299
+ | No log | 11.2727 | 496 | 0.6937 | 0.4340 | 0.6937 | 0.8329 |
300
+ | No log | 11.3182 | 498 | 0.6759 | 0.4681 | 0.6759 | 0.8221 |
301
+ | 0.3569 | 11.3636 | 500 | 0.6712 | 0.4681 | 0.6712 | 0.8192 |
302
+ | 0.3569 | 11.4091 | 502 | 0.6780 | 0.4513 | 0.6780 | 0.8234 |
303
+ | 0.3569 | 11.4545 | 504 | 0.6702 | 0.4282 | 0.6702 | 0.8186 |
304
+ | 0.3569 | 11.5 | 506 | 0.6452 | 0.4393 | 0.6452 | 0.8032 |
305
+ | 0.3569 | 11.5455 | 508 | 0.6524 | 0.4393 | 0.6524 | 0.8077 |
306
+ | 0.3569 | 11.5909 | 510 | 0.7071 | 0.3567 | 0.7071 | 0.8409 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions