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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task7_organization

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Training in progress, step 500

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  1. README.md +263 -264
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_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: 0.8637
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- - Qwk: 0.3169
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- - Mse: 0.8637
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- - Rmse: 0.9294
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  ## Model description
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@@ -47,264 +47,263 @@ 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 | 0.08 | 2 | 2.7040 | -0.1213 | 2.7040 | 1.6444 |
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- | No log | 0.16 | 4 | 1.3081 | 0.0692 | 1.3081 | 1.1437 |
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- | No log | 0.24 | 6 | 0.9094 | -0.0660 | 0.9094 | 0.9536 |
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- | No log | 0.32 | 8 | 1.0451 | 0.1031 | 1.0451 | 1.0223 |
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- | No log | 0.4 | 10 | 0.8869 | 0.0924 | 0.8869 | 0.9417 |
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- | No log | 0.48 | 12 | 0.7500 | 0.1846 | 0.7500 | 0.8661 |
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- | No log | 0.56 | 14 | 0.8149 | 0.3093 | 0.8149 | 0.9027 |
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- | No log | 0.64 | 16 | 0.7557 | 0.3366 | 0.7557 | 0.8693 |
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- | No log | 0.72 | 18 | 0.7613 | 0.3366 | 0.7613 | 0.8725 |
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- | No log | 0.8 | 20 | 0.7925 | 0.1800 | 0.7925 | 0.8902 |
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- | No log | 0.88 | 22 | 0.7311 | 0.3153 | 0.7311 | 0.8550 |
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- | No log | 0.96 | 24 | 0.9007 | 0.1878 | 0.9007 | 0.9491 |
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- | No log | 1.04 | 26 | 0.9749 | 0.1506 | 0.9749 | 0.9874 |
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- | No log | 1.12 | 28 | 0.7596 | 0.2317 | 0.7596 | 0.8715 |
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- | No log | 1.2 | 30 | 0.8648 | 0.1777 | 0.8648 | 0.9299 |
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- | No log | 1.28 | 32 | 0.8601 | 0.2046 | 0.8601 | 0.9274 |
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- | No log | 1.3600 | 34 | 0.7157 | 0.1737 | 0.7157 | 0.8460 |
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- | No log | 1.44 | 36 | 0.7128 | 0.1903 | 0.7128 | 0.8442 |
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- | No log | 1.52 | 38 | 0.7872 | 0.2352 | 0.7872 | 0.8872 |
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- | No log | 1.6 | 40 | 1.2239 | 0.2579 | 1.2239 | 1.1063 |
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- | No log | 1.6800 | 42 | 1.2591 | 0.2579 | 1.2591 | 1.1221 |
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- | No log | 1.76 | 44 | 0.9306 | 0.2964 | 0.9306 | 0.9647 |
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- | No log | 1.8400 | 46 | 0.7467 | 0.2027 | 0.7467 | 0.8641 |
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- | No log | 1.92 | 48 | 0.7840 | 0.2817 | 0.7840 | 0.8855 |
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- | No log | 2.0 | 50 | 0.9474 | 0.2192 | 0.9474 | 0.9733 |
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- | No log | 2.08 | 52 | 1.1107 | 0.2777 | 1.1107 | 1.0539 |
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- | No log | 2.16 | 54 | 1.1873 | 0.2982 | 1.1873 | 1.0896 |
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- | No log | 2.24 | 56 | 1.2209 | 0.2820 | 1.2209 | 1.1049 |
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- | No log | 2.32 | 58 | 1.0621 | 0.2948 | 1.0621 | 1.0306 |
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- | No log | 2.4 | 60 | 0.8675 | 0.1897 | 0.8675 | 0.9314 |
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- | No log | 2.48 | 62 | 0.8222 | 0.2267 | 0.8222 | 0.9067 |
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- | No log | 2.56 | 64 | 0.7815 | 0.3195 | 0.7815 | 0.8840 |
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- | No log | 2.64 | 66 | 0.7300 | 0.3329 | 0.7300 | 0.8544 |
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- | No log | 2.7200 | 68 | 0.8840 | 0.3466 | 0.8840 | 0.9402 |
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- | No log | 2.8 | 70 | 1.0156 | 0.3406 | 1.0156 | 1.0078 |
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- | No log | 2.88 | 72 | 0.9499 | 0.3203 | 0.9499 | 0.9746 |
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- | No log | 2.96 | 74 | 0.7028 | 0.4014 | 0.7028 | 0.8383 |
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- | No log | 3.04 | 76 | 0.6095 | 0.4402 | 0.6095 | 0.7807 |
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- | No log | 3.12 | 78 | 0.6169 | 0.4354 | 0.6169 | 0.7854 |
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- | No log | 3.2 | 80 | 0.8092 | 0.2810 | 0.8092 | 0.8996 |
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- | No log | 3.2800 | 82 | 1.0775 | 0.2635 | 1.0775 | 1.0380 |
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- | No log | 3.36 | 84 | 1.1221 | 0.2993 | 1.1221 | 1.0593 |
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- | No log | 3.44 | 86 | 1.1185 | 0.2006 | 1.1185 | 1.0576 |
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- | No log | 3.52 | 88 | 0.9545 | 0.2075 | 0.9545 | 0.9770 |
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- | No log | 3.6 | 90 | 1.2116 | 0.1968 | 1.2116 | 1.1007 |
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- | No log | 3.68 | 92 | 1.1941 | 0.1968 | 1.1941 | 1.0927 |
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- | No log | 3.76 | 94 | 0.7411 | 0.3169 | 0.7411 | 0.8608 |
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- | No log | 3.84 | 96 | 0.6085 | 0.3445 | 0.6085 | 0.7800 |
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- | No log | 3.92 | 98 | 0.6108 | 0.3919 | 0.6108 | 0.7815 |
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- | No log | 4.0 | 100 | 0.6203 | 0.4835 | 0.6203 | 0.7876 |
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- | No log | 4.08 | 102 | 0.6359 | 0.5067 | 0.6359 | 0.7974 |
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- | No log | 4.16 | 104 | 0.8033 | 0.3371 | 0.8033 | 0.8963 |
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- | No log | 4.24 | 106 | 0.8159 | 0.3274 | 0.8159 | 0.9033 |
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- | No log | 4.32 | 108 | 0.6782 | 0.4123 | 0.6782 | 0.8235 |
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- | No log | 4.4 | 110 | 0.6026 | 0.5468 | 0.6026 | 0.7763 |
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- | No log | 4.48 | 112 | 0.6511 | 0.4272 | 0.6511 | 0.8069 |
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- | No log | 4.5600 | 114 | 0.6326 | 0.5067 | 0.6326 | 0.7953 |
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- | No log | 4.64 | 116 | 0.5648 | 0.4816 | 0.5648 | 0.7515 |
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- | No log | 4.72 | 118 | 0.5930 | 0.4547 | 0.5930 | 0.7701 |
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- | No log | 4.8 | 120 | 0.7486 | 0.3261 | 0.7486 | 0.8652 |
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- | No log | 4.88 | 122 | 0.6673 | 0.4330 | 0.6673 | 0.8169 |
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- | No log | 4.96 | 124 | 0.5857 | 0.4044 | 0.5857 | 0.7653 |
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- | No log | 5.04 | 126 | 0.6329 | 0.4409 | 0.6329 | 0.7956 |
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- | No log | 5.12 | 128 | 0.9868 | 0.2457 | 0.9868 | 0.9934 |
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- | No log | 5.2 | 130 | 1.2210 | 0.2610 | 1.2210 | 1.1050 |
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- | No log | 5.28 | 132 | 0.9713 | 0.3006 | 0.9713 | 0.9855 |
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- | No log | 5.36 | 134 | 0.6882 | 0.4251 | 0.6882 | 0.8296 |
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- | No log | 5.44 | 136 | 0.5778 | 0.4962 | 0.5778 | 0.7601 |
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- | No log | 5.52 | 138 | 0.5659 | 0.4983 | 0.5659 | 0.7523 |
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- | No log | 5.6 | 140 | 0.5870 | 0.4597 | 0.5870 | 0.7662 |
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- | No log | 5.68 | 142 | 0.5831 | 0.4597 | 0.5831 | 0.7636 |
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- | No log | 5.76 | 144 | 0.6886 | 0.4175 | 0.6886 | 0.8298 |
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- | No log | 5.84 | 146 | 0.9025 | 0.3576 | 0.9025 | 0.9500 |
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- | No log | 5.92 | 148 | 1.0892 | 0.3379 | 1.0892 | 1.0436 |
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- | No log | 6.0 | 150 | 0.9840 | 0.3370 | 0.9840 | 0.9920 |
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- | No log | 6.08 | 152 | 0.9197 | 0.3417 | 0.9197 | 0.9590 |
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- | No log | 6.16 | 154 | 0.8348 | 0.3477 | 0.8348 | 0.9137 |
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- | No log | 6.24 | 156 | 0.8895 | 0.3417 | 0.8895 | 0.9432 |
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- | No log | 6.32 | 158 | 0.7842 | 0.3371 | 0.7842 | 0.8855 |
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- | No log | 6.4 | 160 | 0.6340 | 0.4089 | 0.6340 | 0.7962 |
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- | No log | 6.48 | 162 | 0.5787 | 0.4001 | 0.5787 | 0.7607 |
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- | No log | 6.5600 | 164 | 0.5698 | 0.4569 | 0.5698 | 0.7548 |
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- | No log | 6.64 | 166 | 0.6315 | 0.4089 | 0.6315 | 0.7947 |
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- | No log | 6.72 | 168 | 0.7793 | 0.3731 | 0.7793 | 0.8828 |
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- | No log | 6.8 | 170 | 0.7177 | 0.3869 | 0.7177 | 0.8472 |
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- | No log | 6.88 | 172 | 0.6262 | 0.5420 | 0.6262 | 0.7913 |
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- | No log | 6.96 | 174 | 0.6340 | 0.5639 | 0.6340 | 0.7962 |
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- | No log | 7.04 | 176 | 0.7343 | 0.3869 | 0.7343 | 0.8569 |
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- | No log | 7.12 | 178 | 0.9573 | 0.2577 | 0.9573 | 0.9784 |
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- | No log | 7.2 | 180 | 1.1393 | 0.2926 | 1.1393 | 1.0674 |
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- | No log | 7.28 | 182 | 1.0236 | 0.3029 | 1.0236 | 1.0117 |
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- | No log | 7.36 | 184 | 0.8726 | 0.3310 | 0.8726 | 0.9341 |
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- | No log | 7.44 | 186 | 0.9150 | 0.3310 | 0.9150 | 0.9566 |
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- | No log | 7.52 | 188 | 1.0841 | 0.3140 | 1.0841 | 1.0412 |
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- | No log | 7.6 | 190 | 1.1102 | 0.3140 | 1.1102 | 1.0536 |
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- | No log | 7.68 | 192 | 0.9549 | 0.2857 | 0.9549 | 0.9772 |
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- | No log | 7.76 | 194 | 0.7736 | 0.4223 | 0.7736 | 0.8796 |
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- | No log | 7.84 | 196 | 0.7328 | 0.4444 | 0.7328 | 0.8560 |
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- | No log | 7.92 | 198 | 0.8368 | 0.3731 | 0.8368 | 0.9148 |
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- | No log | 8.0 | 200 | 0.9371 | 0.3193 | 0.9371 | 0.9680 |
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- | No log | 8.08 | 202 | 0.9313 | 0.3193 | 0.9313 | 0.9650 |
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- | No log | 8.16 | 204 | 0.8748 | 0.3892 | 0.8748 | 0.9353 |
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- | No log | 8.24 | 206 | 0.7514 | 0.3869 | 0.7514 | 0.8668 |
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- | No log | 8.32 | 208 | 0.7411 | 0.3319 | 0.7411 | 0.8609 |
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- | No log | 8.4 | 210 | 0.8690 | 0.3310 | 0.8690 | 0.9322 |
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- | No log | 8.48 | 212 | 0.9841 | 0.2552 | 0.9841 | 0.9920 |
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- | No log | 8.56 | 214 | 1.0054 | 0.2552 | 1.0054 | 1.0027 |
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- | No log | 8.64 | 216 | 0.9451 | 0.2910 | 0.9451 | 0.9722 |
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- | No log | 8.72 | 218 | 1.0147 | 0.2392 | 1.0147 | 1.0073 |
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- | No log | 8.8 | 220 | 0.9391 | 0.2881 | 0.9391 | 0.9691 |
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- | No log | 8.88 | 222 | 0.8192 | 0.3394 | 0.8192 | 0.9051 |
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- | No log | 8.96 | 224 | 0.7890 | 0.3319 | 0.7890 | 0.8882 |
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- | No log | 9.04 | 226 | 0.7765 | 0.3319 | 0.7765 | 0.8812 |
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- | No log | 9.12 | 228 | 0.6913 | 0.3471 | 0.6913 | 0.8315 |
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- | No log | 9.2 | 230 | 0.7018 | 0.3737 | 0.7018 | 0.8377 |
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- | No log | 9.28 | 232 | 0.7645 | 0.2754 | 0.7645 | 0.8744 |
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- | No log | 9.36 | 234 | 0.7405 | 0.2754 | 0.7405 | 0.8605 |
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- | No log | 9.44 | 236 | 0.7603 | 0.2754 | 0.7603 | 0.8719 |
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- | No log | 9.52 | 238 | 0.8029 | 0.2949 | 0.8029 | 0.8960 |
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- | No log | 9.6 | 240 | 0.9238 | 0.2995 | 0.9238 | 0.9611 |
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- | No log | 9.68 | 242 | 1.1401 | 0.2324 | 1.1401 | 1.0678 |
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- | No log | 9.76 | 244 | 1.2207 | 0.1944 | 1.2207 | 1.1048 |
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- | No log | 9.84 | 246 | 1.1289 | 0.1795 | 1.1289 | 1.0625 |
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- | No log | 9.92 | 248 | 0.9077 | 0.2670 | 0.9077 | 0.9527 |
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- | No log | 10.0 | 250 | 0.8303 | 0.2518 | 0.8304 | 0.9112 |
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- | No log | 10.08 | 252 | 0.8930 | 0.2670 | 0.8930 | 0.9450 |
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- | No log | 10.16 | 254 | 1.0653 | 0.1832 | 1.0653 | 1.0321 |
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- | No log | 10.24 | 256 | 1.1961 | 0.1907 | 1.1961 | 1.0937 |
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- | No log | 10.32 | 258 | 1.1799 | 0.1723 | 1.1799 | 1.0863 |
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- | No log | 10.4 | 260 | 0.9791 | 0.2316 | 0.9791 | 0.9895 |
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- | No log | 10.48 | 262 | 0.8182 | 0.2784 | 0.8182 | 0.9045 |
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- | No log | 10.56 | 264 | 0.7894 | 0.2328 | 0.7894 | 0.8885 |
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- | No log | 10.64 | 266 | 0.8779 | 0.2670 | 0.8779 | 0.9369 |
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- | No log | 10.72 | 268 | 1.0541 | 0.1909 | 1.0541 | 1.0267 |
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- | No log | 10.8 | 270 | 1.0972 | 0.1832 | 1.0972 | 1.0475 |
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- | No log | 10.88 | 272 | 1.0933 | 0.2282 | 1.0933 | 1.0456 |
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- | No log | 10.96 | 274 | 1.0123 | 0.2183 | 1.0123 | 1.0061 |
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- | No log | 11.04 | 276 | 0.8579 | 0.3777 | 0.8579 | 0.9262 |
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- | No log | 11.12 | 278 | 0.8231 | 0.3777 | 0.8231 | 0.9073 |
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- | No log | 11.2 | 280 | 0.9512 | 0.2833 | 0.9512 | 0.9753 |
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- | No log | 11.28 | 282 | 1.2221 | 0.2436 | 1.2221 | 1.1055 |
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- | No log | 11.36 | 284 | 1.3233 | 0.1985 | 1.3233 | 1.1503 |
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- | No log | 11.44 | 286 | 1.1476 | 0.1981 | 1.1476 | 1.0712 |
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- | No log | 11.52 | 288 | 0.8216 | 0.3294 | 0.8216 | 0.9064 |
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- | No log | 11.6 | 290 | 0.7085 | 0.3622 | 0.7085 | 0.8417 |
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- | No log | 11.68 | 292 | 0.7013 | 0.3622 | 0.7013 | 0.8374 |
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- | No log | 11.76 | 294 | 0.7575 | 0.2574 | 0.7575 | 0.8704 |
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- | No log | 11.84 | 296 | 0.9594 | 0.2316 | 0.9594 | 0.9795 |
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- | No log | 11.92 | 298 | 1.1117 | 0.1795 | 1.1117 | 1.0544 |
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- | No log | 12.0 | 300 | 1.0649 | 0.1909 | 1.0649 | 1.0320 |
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- | No log | 12.08 | 302 | 0.8831 | 0.3473 | 0.8831 | 0.9397 |
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- | No log | 12.16 | 304 | 0.8280 | 0.3359 | 0.8280 | 0.9100 |
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- | No log | 12.24 | 306 | 0.8416 | 0.3918 | 0.8416 | 0.9174 |
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- | No log | 12.32 | 308 | 0.7926 | 0.3359 | 0.7926 | 0.8903 |
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- | No log | 12.4 | 310 | 0.7357 | 0.2063 | 0.7357 | 0.8578 |
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- | No log | 12.48 | 312 | 0.7311 | 0.2063 | 0.7311 | 0.8550 |
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- | No log | 12.56 | 314 | 0.7008 | 0.2471 | 0.7008 | 0.8371 |
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- | No log | 12.64 | 316 | 0.7130 | 0.2883 | 0.7130 | 0.8444 |
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- | No log | 12.72 | 318 | 0.7770 | 0.2632 | 0.7770 | 0.8815 |
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- | No log | 12.8 | 320 | 0.9185 | 0.3409 | 0.9185 | 0.9584 |
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- | No log | 12.88 | 322 | 1.1200 | 0.1713 | 1.1200 | 1.0583 |
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- | No log | 12.96 | 324 | 1.1045 | 0.2282 | 1.1045 | 1.0509 |
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- | No log | 13.04 | 326 | 1.0079 | 0.3059 | 1.0079 | 1.0040 |
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- | No log | 13.12 | 328 | 0.8750 | 0.3347 | 0.8750 | 0.9354 |
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- | No log | 13.2 | 330 | 0.7770 | 0.3746 | 0.7770 | 0.8815 |
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- | No log | 13.28 | 332 | 0.7255 | 0.3372 | 0.7255 | 0.8517 |
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- | No log | 13.36 | 334 | 0.7290 | 0.3819 | 0.7290 | 0.8538 |
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- | No log | 13.44 | 336 | 0.8053 | 0.3231 | 0.8053 | 0.8974 |
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- | No log | 13.52 | 338 | 0.8161 | 0.3231 | 0.8161 | 0.9034 |
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- | No log | 13.6 | 340 | 0.7414 | 0.3746 | 0.7414 | 0.8610 |
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- | No log | 13.68 | 342 | 0.6674 | 0.3267 | 0.6674 | 0.8169 |
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- | No log | 13.76 | 344 | 0.6691 | 0.3267 | 0.6691 | 0.8180 |
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- | No log | 13.84 | 346 | 0.7035 | 0.2995 | 0.7035 | 0.8387 |
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- | No log | 13.92 | 348 | 0.7798 | 0.3359 | 0.7798 | 0.8831 |
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- | No log | 14.0 | 350 | 0.8803 | 0.3231 | 0.8803 | 0.9383 |
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- | No log | 14.08 | 352 | 0.8952 | 0.3231 | 0.8952 | 0.9462 |
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- | No log | 14.16 | 354 | 0.8343 | 0.3359 | 0.8343 | 0.9134 |
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- | No log | 14.24 | 356 | 0.8351 | 0.3359 | 0.8351 | 0.9139 |
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- | No log | 14.32 | 358 | 0.8471 | 0.3359 | 0.8471 | 0.9204 |
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- | No log | 14.4 | 360 | 0.7969 | 0.3359 | 0.7969 | 0.8927 |
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- | No log | 14.48 | 362 | 0.7676 | 0.3359 | 0.7676 | 0.8761 |
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- | No log | 14.56 | 364 | 0.8002 | 0.3359 | 0.8002 | 0.8945 |
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- | No log | 14.64 | 366 | 0.7880 | 0.3359 | 0.7880 | 0.8877 |
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- | No log | 14.72 | 368 | 0.7304 | 0.3564 | 0.7304 | 0.8546 |
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- | No log | 14.8 | 370 | 0.7004 | 0.3127 | 0.7004 | 0.8369 |
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- | No log | 14.88 | 372 | 0.7169 | 0.3450 | 0.7169 | 0.8467 |
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- | No log | 14.96 | 374 | 0.7654 | 0.3630 | 0.7654 | 0.8749 |
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- | No log | 15.04 | 376 | 0.8213 | 0.3562 | 0.8213 | 0.9063 |
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- | No log | 15.12 | 378 | 0.9074 | 0.3409 | 0.9074 | 0.9526 |
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- | No log | 15.2 | 380 | 0.9822 | 0.2782 | 0.9822 | 0.9911 |
242
- | No log | 15.28 | 382 | 0.9174 | 0.2995 | 0.9174 | 0.9578 |
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- | No log | 15.36 | 384 | 0.8550 | 0.3169 | 0.8550 | 0.9246 |
244
- | No log | 15.44 | 386 | 0.7829 | 0.2967 | 0.7829 | 0.8848 |
245
- | No log | 15.52 | 388 | 0.7496 | 0.2754 | 0.7496 | 0.8658 |
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- | No log | 15.6 | 390 | 0.7998 | 0.2967 | 0.7998 | 0.8943 |
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- | No log | 15.68 | 392 | 0.8089 | 0.2574 | 0.8089 | 0.8994 |
248
- | No log | 15.76 | 394 | 0.7345 | 0.2652 | 0.7345 | 0.8570 |
249
- | No log | 15.84 | 396 | 0.7236 | 0.2930 | 0.7236 | 0.8506 |
250
- | No log | 15.92 | 398 | 0.7688 | 0.2754 | 0.7688 | 0.8768 |
251
- | No log | 16.0 | 400 | 0.8144 | 0.2632 | 0.8144 | 0.9024 |
252
- | No log | 16.08 | 402 | 0.8788 | 0.3606 | 0.8788 | 0.9375 |
253
- | No log | 16.16 | 404 | 0.9346 | 0.3347 | 0.9346 | 0.9668 |
254
- | No log | 16.24 | 406 | 0.9295 | 0.3347 | 0.9295 | 0.9641 |
255
- | No log | 16.32 | 408 | 0.8659 | 0.3538 | 0.8659 | 0.9305 |
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- | No log | 16.4 | 410 | 0.8009 | 0.2632 | 0.8009 | 0.8949 |
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- | No log | 16.48 | 412 | 0.7939 | 0.2632 | 0.7939 | 0.8910 |
258
- | No log | 16.56 | 414 | 0.8575 | 0.2518 | 0.8575 | 0.9260 |
259
- | No log | 16.64 | 416 | 0.9761 | 0.1990 | 0.9761 | 0.9880 |
260
- | No log | 16.72 | 418 | 1.0215 | 0.2141 | 1.0215 | 1.0107 |
261
- | No log | 16.8 | 420 | 1.0789 | 0.2100 | 1.0789 | 1.0387 |
262
- | No log | 16.88 | 422 | 1.1266 | 0.2059 | 1.1266 | 1.0614 |
263
- | No log | 16.96 | 424 | 1.1815 | 0.1401 | 1.1815 | 1.0870 |
264
- | No log | 17.04 | 426 | 1.2762 | 0.1067 | 1.2762 | 1.1297 |
265
- | No log | 17.12 | 428 | 1.3789 | 0.1041 | 1.3789 | 1.1743 |
266
- | No log | 17.2 | 430 | 1.3274 | 0.1041 | 1.3274 | 1.1521 |
267
- | No log | 17.28 | 432 | 1.1855 | 0.1907 | 1.1855 | 1.0888 |
268
- | No log | 17.36 | 434 | 0.9598 | 0.2939 | 0.9598 | 0.9797 |
269
- | No log | 17.44 | 436 | 0.8373 | 0.2574 | 0.8373 | 0.9150 |
270
- | No log | 17.52 | 438 | 0.7780 | 0.2297 | 0.7780 | 0.8821 |
271
- | No log | 17.6 | 440 | 0.7673 | 0.2297 | 0.7673 | 0.8760 |
272
- | No log | 17.68 | 442 | 0.7624 | 0.2352 | 0.7624 | 0.8732 |
273
- | No log | 17.76 | 444 | 0.7483 | 0.2527 | 0.7483 | 0.8651 |
274
- | No log | 17.84 | 446 | 0.7570 | 0.2527 | 0.7570 | 0.8700 |
275
- | No log | 17.92 | 448 | 0.8080 | 0.2904 | 0.8080 | 0.8989 |
276
- | No log | 18.0 | 450 | 0.8703 | 0.3359 | 0.8703 | 0.9329 |
277
- | No log | 18.08 | 452 | 0.9035 | 0.3110 | 0.9035 | 0.9505 |
278
- | No log | 18.16 | 454 | 0.8777 | 0.3359 | 0.8777 | 0.9368 |
279
- | No log | 18.24 | 456 | 0.8204 | 0.3169 | 0.8204 | 0.9058 |
280
- | No log | 18.32 | 458 | 0.8028 | 0.2904 | 0.8028 | 0.8960 |
281
- | No log | 18.4 | 460 | 0.7887 | 0.2297 | 0.7887 | 0.8881 |
282
- | No log | 18.48 | 462 | 0.8321 | 0.2904 | 0.8321 | 0.9122 |
283
- | No log | 18.56 | 464 | 0.9579 | 0.2363 | 0.9579 | 0.9787 |
284
- | No log | 18.64 | 466 | 1.0735 | 0.2552 | 1.0735 | 1.0361 |
285
- | No log | 18.72 | 468 | 1.1322 | 0.2367 | 1.1322 | 1.0641 |
286
- | No log | 18.8 | 470 | 1.0289 | 0.2886 | 1.0289 | 1.0143 |
287
- | No log | 18.88 | 472 | 0.9153 | 0.2460 | 0.9153 | 0.9567 |
288
- | No log | 18.96 | 474 | 0.8740 | 0.2784 | 0.8740 | 0.9349 |
289
- | No log | 19.04 | 476 | 0.8447 | 0.2784 | 0.8447 | 0.9191 |
290
- | No log | 19.12 | 478 | 0.8395 | 0.2784 | 0.8395 | 0.9162 |
291
- | No log | 19.2 | 480 | 0.8747 | 0.2982 | 0.8747 | 0.9352 |
292
- | No log | 19.28 | 482 | 0.8621 | 0.2982 | 0.8621 | 0.9285 |
293
- | No log | 19.36 | 484 | 0.7937 | 0.2632 | 0.7937 | 0.8909 |
294
- | No log | 19.44 | 486 | 0.7621 | 0.2632 | 0.7621 | 0.8730 |
295
- | No log | 19.52 | 488 | 0.7472 | 0.2632 | 0.7472 | 0.8644 |
296
- | No log | 19.6 | 490 | 0.7375 | 0.2632 | 0.7375 | 0.8588 |
297
- | No log | 19.68 | 492 | 0.7261 | 0.2632 | 0.7261 | 0.8521 |
298
- | No log | 19.76 | 494 | 0.7370 | 0.2632 | 0.7370 | 0.8585 |
299
- | No log | 19.84 | 496 | 0.7622 | 0.3234 | 0.7622 | 0.8730 |
300
- | No log | 19.92 | 498 | 0.8249 | 0.2923 | 0.8249 | 0.9082 |
301
- | 0.2498 | 20.0 | 500 | 0.8536 | 0.3169 | 0.8536 | 0.9239 |
302
- | 0.2498 | 20.08 | 502 | 0.8080 | 0.3819 | 0.8080 | 0.8989 |
303
- | 0.2498 | 20.16 | 504 | 0.7868 | 0.2632 | 0.7868 | 0.8870 |
304
- | 0.2498 | 20.24 | 506 | 0.7649 | 0.2754 | 0.7649 | 0.8746 |
305
- | 0.2498 | 20.32 | 508 | 0.7722 | 0.2754 | 0.7722 | 0.8787 |
306
- | 0.2498 | 20.4 | 510 | 0.8324 | 0.2784 | 0.8324 | 0.9123 |
307
- | 0.2498 | 20.48 | 512 | 0.8637 | 0.3169 | 0.8637 | 0.9294 |
308
 
309
 
310
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_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: 0.4798
19
+ - Qwk: 0.6254
20
+ - Mse: 0.4798
21
+ - Rmse: 0.6927
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0909 | 2 | 2.5418 | -0.0924 | 2.5418 | 1.5943 |
53
+ | No log | 0.1818 | 4 | 1.1723 | 0.0726 | 1.1723 | 1.0827 |
54
+ | No log | 0.2727 | 6 | 0.8295 | 0.0944 | 0.8295 | 0.9108 |
55
+ | No log | 0.3636 | 8 | 0.7912 | 0.1495 | 0.7912 | 0.8895 |
56
+ | No log | 0.4545 | 10 | 0.8907 | 0.2363 | 0.8907 | 0.9438 |
57
+ | No log | 0.5455 | 12 | 0.9216 | 0.2782 | 0.9216 | 0.9600 |
58
+ | No log | 0.6364 | 14 | 1.0228 | 0.2683 | 1.0228 | 1.0113 |
59
+ | No log | 0.7273 | 16 | 0.9649 | 0.2271 | 0.9649 | 0.9823 |
60
+ | No log | 0.8182 | 18 | 0.7224 | 0.1093 | 0.7224 | 0.8500 |
61
+ | No log | 0.9091 | 20 | 0.7269 | 0.1660 | 0.7269 | 0.8526 |
62
+ | No log | 1.0 | 22 | 0.7226 | 0.1228 | 0.7226 | 0.8501 |
63
+ | No log | 1.0909 | 24 | 0.7275 | 0.2308 | 0.7275 | 0.8530 |
64
+ | No log | 1.1818 | 26 | 0.9270 | 0.3251 | 0.9270 | 0.9628 |
65
+ | No log | 1.2727 | 28 | 0.9727 | 0.3029 | 0.9727 | 0.9862 |
66
+ | No log | 1.3636 | 30 | 0.7163 | 0.2270 | 0.7163 | 0.8463 |
67
+ | No log | 1.4545 | 32 | 0.7189 | 0.3832 | 0.7189 | 0.8479 |
68
+ | No log | 1.5455 | 34 | 0.7879 | 0.2813 | 0.7879 | 0.8877 |
69
+ | No log | 1.6364 | 36 | 0.7482 | 0.4087 | 0.7482 | 0.8650 |
70
+ | No log | 1.7273 | 38 | 0.6282 | 0.3228 | 0.6282 | 0.7926 |
71
+ | No log | 1.8182 | 40 | 0.8060 | 0.3731 | 0.8060 | 0.8978 |
72
+ | No log | 1.9091 | 42 | 1.0423 | 0.3870 | 1.0423 | 1.0209 |
73
+ | No log | 2.0 | 44 | 1.1579 | 0.3571 | 1.1579 | 1.0760 |
74
+ | No log | 2.0909 | 46 | 1.0004 | 0.3337 | 1.0004 | 1.0002 |
75
+ | No log | 2.1818 | 48 | 0.6923 | 0.2967 | 0.6923 | 0.8320 |
76
+ | No log | 2.2727 | 50 | 0.6088 | 0.3061 | 0.6088 | 0.7803 |
77
+ | No log | 2.3636 | 52 | 0.6957 | 0.2804 | 0.6957 | 0.8341 |
78
+ | No log | 2.4545 | 54 | 0.6361 | 0.3360 | 0.6361 | 0.7976 |
79
+ | No log | 2.5455 | 56 | 0.5425 | 0.4492 | 0.5425 | 0.7365 |
80
+ | No log | 2.6364 | 58 | 0.5438 | 0.4182 | 0.5438 | 0.7375 |
81
+ | No log | 2.7273 | 60 | 0.5027 | 0.5286 | 0.5027 | 0.7090 |
82
+ | No log | 2.8182 | 62 | 0.5284 | 0.5510 | 0.5284 | 0.7269 |
83
+ | No log | 2.9091 | 64 | 0.5233 | 0.5666 | 0.5233 | 0.7234 |
84
+ | No log | 3.0 | 66 | 0.5382 | 0.5619 | 0.5382 | 0.7336 |
85
+ | No log | 3.0909 | 68 | 0.4598 | 0.5782 | 0.4598 | 0.6781 |
86
+ | No log | 3.1818 | 70 | 0.5621 | 0.4294 | 0.5621 | 0.7498 |
87
+ | No log | 3.2727 | 72 | 0.5858 | 0.4836 | 0.5858 | 0.7654 |
88
+ | No log | 3.3636 | 74 | 0.4989 | 0.5831 | 0.4989 | 0.7063 |
89
+ | No log | 3.4545 | 76 | 0.4735 | 0.6589 | 0.4735 | 0.6881 |
90
+ | No log | 3.5455 | 78 | 0.5041 | 0.6468 | 0.5041 | 0.7100 |
91
+ | No log | 3.6364 | 80 | 0.4852 | 0.5784 | 0.4852 | 0.6966 |
92
+ | No log | 3.7273 | 82 | 0.5423 | 0.5619 | 0.5423 | 0.7364 |
93
+ | No log | 3.8182 | 84 | 0.6663 | 0.4539 | 0.6663 | 0.8163 |
94
+ | No log | 3.9091 | 86 | 0.6114 | 0.5538 | 0.6114 | 0.7819 |
95
+ | No log | 4.0 | 88 | 0.5246 | 0.5250 | 0.5246 | 0.7243 |
96
+ | No log | 4.0909 | 90 | 0.5328 | 0.6685 | 0.5328 | 0.7299 |
97
+ | No log | 4.1818 | 92 | 0.5189 | 0.5930 | 0.5189 | 0.7203 |
98
+ | No log | 4.2727 | 94 | 0.5151 | 0.5472 | 0.5151 | 0.7177 |
99
+ | No log | 4.3636 | 96 | 0.4941 | 0.5703 | 0.4941 | 0.7029 |
100
+ | No log | 4.4545 | 98 | 0.4757 | 0.6317 | 0.4757 | 0.6897 |
101
+ | No log | 4.5455 | 100 | 0.4652 | 0.5979 | 0.4652 | 0.6821 |
102
+ | No log | 4.6364 | 102 | 0.4707 | 0.6317 | 0.4707 | 0.6861 |
103
+ | No log | 4.7273 | 104 | 0.4755 | 0.6514 | 0.4755 | 0.6896 |
104
+ | No log | 4.8182 | 106 | 0.5126 | 0.6379 | 0.5126 | 0.7160 |
105
+ | No log | 4.9091 | 108 | 0.5870 | 0.5455 | 0.5870 | 0.7662 |
106
+ | No log | 5.0 | 110 | 0.5327 | 0.6088 | 0.5327 | 0.7298 |
107
+ | No log | 5.0909 | 112 | 0.5566 | 0.6382 | 0.5566 | 0.7460 |
108
+ | No log | 5.1818 | 114 | 0.7261 | 0.5292 | 0.7261 | 0.8521 |
109
+ | No log | 5.2727 | 116 | 0.7345 | 0.5465 | 0.7345 | 0.8570 |
110
+ | No log | 5.3636 | 118 | 0.6296 | 0.5340 | 0.6296 | 0.7935 |
111
+ | No log | 5.4545 | 120 | 0.6478 | 0.5716 | 0.6478 | 0.8049 |
112
+ | No log | 5.5455 | 122 | 0.6530 | 0.5791 | 0.6530 | 0.8081 |
113
+ | No log | 5.6364 | 124 | 0.5527 | 0.5623 | 0.5527 | 0.7434 |
114
+ | No log | 5.7273 | 126 | 0.6189 | 0.5719 | 0.6189 | 0.7867 |
115
+ | No log | 5.8182 | 128 | 0.9014 | 0.4096 | 0.9014 | 0.9494 |
116
+ | No log | 5.9091 | 130 | 0.9759 | 0.2567 | 0.9759 | 0.9879 |
117
+ | No log | 6.0 | 132 | 0.7965 | 0.4277 | 0.7965 | 0.8924 |
118
+ | No log | 6.0909 | 134 | 0.6069 | 0.5275 | 0.6069 | 0.7790 |
119
+ | No log | 6.1818 | 136 | 0.5430 | 0.5840 | 0.5430 | 0.7369 |
120
+ | No log | 6.2727 | 138 | 0.5924 | 0.5978 | 0.5924 | 0.7697 |
121
+ | No log | 6.3636 | 140 | 0.6472 | 0.5310 | 0.6472 | 0.8045 |
122
+ | No log | 6.4545 | 142 | 0.5669 | 0.5978 | 0.5669 | 0.7529 |
123
+ | No log | 6.5455 | 144 | 0.5561 | 0.5288 | 0.5561 | 0.7457 |
124
+ | No log | 6.6364 | 146 | 0.5676 | 0.5349 | 0.5676 | 0.7534 |
125
+ | No log | 6.7273 | 148 | 0.5254 | 0.5714 | 0.5254 | 0.7248 |
126
+ | No log | 6.8182 | 150 | 0.5244 | 0.6194 | 0.5244 | 0.7241 |
127
+ | No log | 6.9091 | 152 | 0.5055 | 0.6248 | 0.5055 | 0.7110 |
128
+ | No log | 7.0 | 154 | 0.4879 | 0.5918 | 0.4879 | 0.6985 |
129
+ | No log | 7.0909 | 156 | 0.4668 | 0.5915 | 0.4668 | 0.6833 |
130
+ | No log | 7.1818 | 158 | 0.4855 | 0.5593 | 0.4855 | 0.6968 |
131
+ | No log | 7.2727 | 160 | 0.4867 | 0.5671 | 0.4867 | 0.6976 |
132
+ | No log | 7.3636 | 162 | 0.4689 | 0.6186 | 0.4689 | 0.6848 |
133
+ | No log | 7.4545 | 164 | 0.4732 | 0.6186 | 0.4732 | 0.6879 |
134
+ | No log | 7.5455 | 166 | 0.5126 | 0.5601 | 0.5126 | 0.7160 |
135
+ | No log | 7.6364 | 168 | 0.5532 | 0.5140 | 0.5532 | 0.7438 |
136
+ | No log | 7.7273 | 170 | 0.4971 | 0.6101 | 0.4971 | 0.7051 |
137
+ | No log | 7.8182 | 172 | 0.4762 | 0.5750 | 0.4762 | 0.6901 |
138
+ | No log | 7.9091 | 174 | 0.4903 | 0.6020 | 0.4903 | 0.7002 |
139
+ | No log | 8.0 | 176 | 0.4715 | 0.6105 | 0.4715 | 0.6867 |
140
+ | No log | 8.0909 | 178 | 0.4665 | 0.6060 | 0.4665 | 0.6830 |
141
+ | No log | 8.1818 | 180 | 0.4612 | 0.6632 | 0.4612 | 0.6791 |
142
+ | No log | 8.2727 | 182 | 0.4591 | 0.6632 | 0.4591 | 0.6776 |
143
+ | No log | 8.3636 | 184 | 0.4627 | 0.6301 | 0.4627 | 0.6802 |
144
+ | No log | 8.4545 | 186 | 0.4646 | 0.6495 | 0.4646 | 0.6816 |
145
+ | No log | 8.5455 | 188 | 0.4681 | 0.6672 | 0.4681 | 0.6842 |
146
+ | No log | 8.6364 | 190 | 0.4723 | 0.6667 | 0.4723 | 0.6872 |
147
+ | No log | 8.7273 | 192 | 0.4840 | 0.6580 | 0.4840 | 0.6957 |
148
+ | No log | 8.8182 | 194 | 0.5026 | 0.6526 | 0.5026 | 0.7089 |
149
+ | No log | 8.9091 | 196 | 0.5426 | 0.5945 | 0.5426 | 0.7366 |
150
+ | No log | 9.0 | 198 | 0.5039 | 0.5895 | 0.5039 | 0.7098 |
151
+ | No log | 9.0909 | 200 | 0.4654 | 0.6371 | 0.4654 | 0.6822 |
152
+ | No log | 9.1818 | 202 | 0.4827 | 0.5961 | 0.4827 | 0.6948 |
153
+ | No log | 9.2727 | 204 | 0.4691 | 0.6129 | 0.4691 | 0.6849 |
154
+ | No log | 9.3636 | 206 | 0.4718 | 0.5110 | 0.4718 | 0.6869 |
155
+ | No log | 9.4545 | 208 | 0.4978 | 0.5733 | 0.4978 | 0.7055 |
156
+ | No log | 9.5455 | 210 | 0.4629 | 0.5672 | 0.4629 | 0.6803 |
157
+ | No log | 9.6364 | 212 | 0.5451 | 0.5831 | 0.5451 | 0.7383 |
158
+ | No log | 9.7273 | 214 | 0.7133 | 0.5459 | 0.7133 | 0.8446 |
159
+ | No log | 9.8182 | 216 | 0.7569 | 0.5459 | 0.7569 | 0.8700 |
160
+ | No log | 9.9091 | 218 | 0.6115 | 0.5760 | 0.6115 | 0.7820 |
161
+ | No log | 10.0 | 220 | 0.5014 | 0.5801 | 0.5014 | 0.7081 |
162
+ | No log | 10.0909 | 222 | 0.4914 | 0.5479 | 0.4914 | 0.7010 |
163
+ | No log | 10.1818 | 224 | 0.5031 | 0.5718 | 0.5031 | 0.7093 |
164
+ | No log | 10.2727 | 226 | 0.4738 | 0.5687 | 0.4738 | 0.6883 |
165
+ | No log | 10.3636 | 228 | 0.5095 | 0.6039 | 0.5095 | 0.7138 |
166
+ | No log | 10.4545 | 230 | 0.5267 | 0.6340 | 0.5267 | 0.7257 |
167
+ | No log | 10.5455 | 232 | 0.5287 | 0.6340 | 0.5287 | 0.7271 |
168
+ | No log | 10.6364 | 234 | 0.4822 | 0.6075 | 0.4822 | 0.6944 |
169
+ | No log | 10.7273 | 236 | 0.4574 | 0.6053 | 0.4574 | 0.6763 |
170
+ | No log | 10.8182 | 238 | 0.5752 | 0.6273 | 0.5752 | 0.7584 |
171
+ | No log | 10.9091 | 240 | 0.6587 | 0.4277 | 0.6587 | 0.8116 |
172
+ | No log | 11.0 | 242 | 0.6133 | 0.5558 | 0.6133 | 0.7831 |
173
+ | No log | 11.0909 | 244 | 0.5177 | 0.5855 | 0.5177 | 0.7195 |
174
+ | No log | 11.1818 | 246 | 0.4620 | 0.6156 | 0.4620 | 0.6797 |
175
+ | No log | 11.2727 | 248 | 0.4786 | 0.6261 | 0.4786 | 0.6918 |
176
+ | No log | 11.3636 | 250 | 0.4818 | 0.6271 | 0.4818 | 0.6941 |
177
+ | No log | 11.4545 | 252 | 0.5025 | 0.6344 | 0.5025 | 0.7089 |
178
+ | No log | 11.5455 | 254 | 0.4851 | 0.6344 | 0.4851 | 0.6965 |
179
+ | No log | 11.6364 | 256 | 0.4564 | 0.6267 | 0.4564 | 0.6756 |
180
+ | No log | 11.7273 | 258 | 0.4886 | 0.6013 | 0.4886 | 0.6990 |
181
+ | No log | 11.8182 | 260 | 0.5183 | 0.5933 | 0.5183 | 0.7199 |
182
+ | No log | 11.9091 | 262 | 0.4820 | 0.5796 | 0.4820 | 0.6943 |
183
+ | No log | 12.0 | 264 | 0.4563 | 0.6365 | 0.4563 | 0.6755 |
184
+ | No log | 12.0909 | 266 | 0.5340 | 0.5787 | 0.5340 | 0.7307 |
185
+ | No log | 12.1818 | 268 | 0.5727 | 0.5658 | 0.5727 | 0.7568 |
186
+ | No log | 12.2727 | 270 | 0.5278 | 0.5524 | 0.5278 | 0.7265 |
187
+ | No log | 12.3636 | 272 | 0.4573 | 0.6228 | 0.4573 | 0.6762 |
188
+ | No log | 12.4545 | 274 | 0.4498 | 0.6125 | 0.4498 | 0.6707 |
189
+ | No log | 12.5455 | 276 | 0.4715 | 0.5796 | 0.4715 | 0.6867 |
190
+ | No log | 12.6364 | 278 | 0.4705 | 0.6040 | 0.4705 | 0.6859 |
191
+ | No log | 12.7273 | 280 | 0.4652 | 0.6634 | 0.4652 | 0.6821 |
192
+ | No log | 12.8182 | 282 | 0.5161 | 0.5403 | 0.5161 | 0.7184 |
193
+ | No log | 12.9091 | 284 | 0.5322 | 0.5195 | 0.5322 | 0.7295 |
194
+ | No log | 13.0 | 286 | 0.4922 | 0.5104 | 0.4922 | 0.7016 |
195
+ | No log | 13.0909 | 288 | 0.4771 | 0.5516 | 0.4771 | 0.6907 |
196
+ | No log | 13.1818 | 290 | 0.4582 | 0.5765 | 0.4582 | 0.6769 |
197
+ | No log | 13.2727 | 292 | 0.4648 | 0.5781 | 0.4648 | 0.6818 |
198
+ | No log | 13.3636 | 294 | 0.4569 | 0.5970 | 0.4569 | 0.6759 |
199
+ | No log | 13.4545 | 296 | 0.4572 | 0.6623 | 0.4572 | 0.6762 |
200
+ | No log | 13.5455 | 298 | 0.4621 | 0.6797 | 0.4621 | 0.6798 |
201
+ | No log | 13.6364 | 300 | 0.4738 | 0.5752 | 0.4738 | 0.6883 |
202
+ | No log | 13.7273 | 302 | 0.4817 | 0.5467 | 0.4817 | 0.6940 |
203
+ | No log | 13.8182 | 304 | 0.4756 | 0.6615 | 0.4756 | 0.6897 |
204
+ | No log | 13.9091 | 306 | 0.4665 | 0.5899 | 0.4665 | 0.6830 |
205
+ | No log | 14.0 | 308 | 0.4579 | 0.5979 | 0.4579 | 0.6767 |
206
+ | No log | 14.0909 | 310 | 0.4678 | 0.6020 | 0.4678 | 0.6840 |
207
+ | No log | 14.1818 | 312 | 0.5063 | 0.6182 | 0.5063 | 0.7116 |
208
+ | No log | 14.2727 | 314 | 0.4920 | 0.6143 | 0.4920 | 0.7014 |
209
+ | No log | 14.3636 | 316 | 0.4553 | 0.5565 | 0.4553 | 0.6748 |
210
+ | No log | 14.4545 | 318 | 0.4750 | 0.5655 | 0.4750 | 0.6892 |
211
+ | No log | 14.5455 | 320 | 0.5490 | 0.4749 | 0.5490 | 0.7409 |
212
+ | No log | 14.6364 | 322 | 0.5532 | 0.4749 | 0.5532 | 0.7438 |
213
+ | No log | 14.7273 | 324 | 0.5326 | 0.4414 | 0.5326 | 0.7298 |
214
+ | No log | 14.8182 | 326 | 0.5090 | 0.5111 | 0.5090 | 0.7134 |
215
+ | No log | 14.9091 | 328 | 0.4976 | 0.5614 | 0.4976 | 0.7054 |
216
+ | No log | 15.0 | 330 | 0.4959 | 0.5437 | 0.4959 | 0.7042 |
217
+ | No log | 15.0909 | 332 | 0.5150 | 0.5254 | 0.5150 | 0.7176 |
218
+ | No log | 15.1818 | 334 | 0.5288 | 0.5639 | 0.5288 | 0.7272 |
219
+ | No log | 15.2727 | 336 | 0.4828 | 0.6249 | 0.4828 | 0.6948 |
220
+ | No log | 15.3636 | 338 | 0.4606 | 0.6305 | 0.4606 | 0.6787 |
221
+ | No log | 15.4545 | 340 | 0.5002 | 0.6047 | 0.5002 | 0.7072 |
222
+ | No log | 15.5455 | 342 | 0.5094 | 0.5498 | 0.5094 | 0.7137 |
223
+ | No log | 15.6364 | 344 | 0.4755 | 0.6047 | 0.4755 | 0.6896 |
224
+ | No log | 15.7273 | 346 | 0.4394 | 0.6389 | 0.4394 | 0.6629 |
225
+ | No log | 15.8182 | 348 | 0.4393 | 0.7095 | 0.4393 | 0.6628 |
226
+ | No log | 15.9091 | 350 | 0.4509 | 0.6894 | 0.4509 | 0.6715 |
227
+ | No log | 16.0 | 352 | 0.4453 | 0.6894 | 0.4453 | 0.6673 |
228
+ | No log | 16.0909 | 354 | 0.4470 | 0.5633 | 0.4470 | 0.6686 |
229
+ | No log | 16.1818 | 356 | 0.4718 | 0.5718 | 0.4718 | 0.6869 |
230
+ | No log | 16.2727 | 358 | 0.4640 | 0.5339 | 0.4640 | 0.6812 |
231
+ | No log | 16.3636 | 360 | 0.4480 | 0.6833 | 0.4480 | 0.6693 |
232
+ | No log | 16.4545 | 362 | 0.4552 | 0.6321 | 0.4552 | 0.6747 |
233
+ | No log | 16.5455 | 364 | 0.4490 | 0.6321 | 0.4490 | 0.6701 |
234
+ | No log | 16.6364 | 366 | 0.4386 | 0.6467 | 0.4386 | 0.6623 |
235
+ | No log | 16.7273 | 368 | 0.4547 | 0.6601 | 0.4547 | 0.6743 |
236
+ | No log | 16.8182 | 370 | 0.4507 | 0.6683 | 0.4507 | 0.6713 |
237
+ | No log | 16.9091 | 372 | 0.4398 | 0.6267 | 0.4398 | 0.6632 |
238
+ | No log | 17.0 | 374 | 0.4584 | 0.5770 | 0.4584 | 0.6771 |
239
+ | No log | 17.0909 | 376 | 0.4973 | 0.6318 | 0.4973 | 0.7052 |
240
+ | No log | 17.1818 | 378 | 0.5261 | 0.5744 | 0.5261 | 0.7254 |
241
+ | No log | 17.2727 | 380 | 0.5329 | 0.5497 | 0.5329 | 0.7300 |
242
+ | No log | 17.3636 | 382 | 0.5088 | 0.5601 | 0.5088 | 0.7133 |
243
+ | No log | 17.4545 | 384 | 0.4683 | 0.5671 | 0.4683 | 0.6843 |
244
+ | No log | 17.5455 | 386 | 0.4475 | 0.6624 | 0.4475 | 0.6689 |
245
+ | No log | 17.6364 | 388 | 0.4400 | 0.6542 | 0.4400 | 0.6633 |
246
+ | No log | 17.7273 | 390 | 0.4338 | 0.6632 | 0.4338 | 0.6586 |
247
+ | No log | 17.8182 | 392 | 0.4303 | 0.6620 | 0.4303 | 0.6560 |
248
+ | No log | 17.9091 | 394 | 0.4260 | 0.6632 | 0.4260 | 0.6527 |
249
+ | No log | 18.0 | 396 | 0.4259 | 0.6739 | 0.4259 | 0.6526 |
250
+ | No log | 18.0909 | 398 | 0.4322 | 0.6751 | 0.4322 | 0.6575 |
251
+ | No log | 18.1818 | 400 | 0.4320 | 0.6933 | 0.4320 | 0.6573 |
252
+ | No log | 18.2727 | 402 | 0.4329 | 0.6950 | 0.4329 | 0.6579 |
253
+ | No log | 18.3636 | 404 | 0.4438 | 0.5463 | 0.4438 | 0.6662 |
254
+ | No log | 18.4545 | 406 | 0.4395 | 0.5915 | 0.4395 | 0.6629 |
255
+ | No log | 18.5455 | 408 | 0.4299 | 0.6733 | 0.4299 | 0.6557 |
256
+ | No log | 18.6364 | 410 | 0.4364 | 0.6733 | 0.4364 | 0.6606 |
257
+ | No log | 18.7273 | 412 | 0.4571 | 0.5600 | 0.4571 | 0.6761 |
258
+ | No log | 18.8182 | 414 | 0.4663 | 0.5750 | 0.4663 | 0.6829 |
259
+ | No log | 18.9091 | 416 | 0.4574 | 0.5522 | 0.4574 | 0.6763 |
260
+ | No log | 19.0 | 418 | 0.4664 | 0.6694 | 0.4664 | 0.6829 |
261
+ | No log | 19.0909 | 420 | 0.5073 | 0.5931 | 0.5073 | 0.7123 |
262
+ | No log | 19.1818 | 422 | 0.5174 | 0.5586 | 0.5174 | 0.7193 |
263
+ | No log | 19.2727 | 424 | 0.4825 | 0.5544 | 0.4825 | 0.6946 |
264
+ | No log | 19.3636 | 426 | 0.4428 | 0.5882 | 0.4428 | 0.6654 |
265
+ | No log | 19.4545 | 428 | 0.4222 | 0.6422 | 0.4222 | 0.6498 |
266
+ | No log | 19.5455 | 430 | 0.4245 | 0.6377 | 0.4245 | 0.6515 |
267
+ | No log | 19.6364 | 432 | 0.4269 | 0.6377 | 0.4269 | 0.6534 |
268
+ | No log | 19.7273 | 434 | 0.4367 | 0.6292 | 0.4367 | 0.6608 |
269
+ | No log | 19.8182 | 436 | 0.4525 | 0.5868 | 0.4525 | 0.6727 |
270
+ | No log | 19.9091 | 438 | 0.4605 | 0.5881 | 0.4605 | 0.6786 |
271
+ | No log | 20.0 | 440 | 0.4654 | 0.6210 | 0.4654 | 0.6822 |
272
+ | No log | 20.0909 | 442 | 0.4824 | 0.5587 | 0.4824 | 0.6946 |
273
+ | No log | 20.1818 | 444 | 0.4608 | 0.5902 | 0.4608 | 0.6789 |
274
+ | No log | 20.2727 | 446 | 0.4471 | 0.6017 | 0.4471 | 0.6687 |
275
+ | No log | 20.3636 | 448 | 0.4581 | 0.6122 | 0.4581 | 0.6768 |
276
+ | No log | 20.4545 | 450 | 0.4509 | 0.6122 | 0.4509 | 0.6715 |
277
+ | No log | 20.5455 | 452 | 0.4468 | 0.6017 | 0.4468 | 0.6685 |
278
+ | No log | 20.6364 | 454 | 0.4423 | 0.6091 | 0.4423 | 0.6650 |
279
+ | No log | 20.7273 | 456 | 0.4661 | 0.6201 | 0.4661 | 0.6827 |
280
+ | No log | 20.8182 | 458 | 0.5260 | 0.5744 | 0.5260 | 0.7252 |
281
+ | No log | 20.9091 | 460 | 0.5842 | 0.5632 | 0.5842 | 0.7643 |
282
+ | No log | 21.0 | 462 | 0.5551 | 0.6200 | 0.5551 | 0.7451 |
283
+ | No log | 21.0909 | 464 | 0.4803 | 0.6251 | 0.4803 | 0.6930 |
284
+ | No log | 21.1818 | 466 | 0.4586 | 0.6365 | 0.4586 | 0.6772 |
285
+ | No log | 21.2727 | 468 | 0.4581 | 0.6553 | 0.4581 | 0.6768 |
286
+ | No log | 21.3636 | 470 | 0.4634 | 0.6530 | 0.4634 | 0.6807 |
287
+ | No log | 21.4545 | 472 | 0.4925 | 0.6415 | 0.4925 | 0.7018 |
288
+ | No log | 21.5455 | 474 | 0.5274 | 0.5730 | 0.5274 | 0.7262 |
289
+ | No log | 21.6364 | 476 | 0.5343 | 0.5523 | 0.5343 | 0.7309 |
290
+ | No log | 21.7273 | 478 | 0.4781 | 0.5624 | 0.4781 | 0.6914 |
291
+ | No log | 21.8182 | 480 | 0.4463 | 0.5472 | 0.4463 | 0.6681 |
292
+ | No log | 21.9091 | 482 | 0.4500 | 0.6307 | 0.4500 | 0.6708 |
293
+ | No log | 22.0 | 484 | 0.4603 | 0.5559 | 0.4603 | 0.6785 |
294
+ | No log | 22.0909 | 486 | 0.5152 | 0.6238 | 0.5152 | 0.7178 |
295
+ | No log | 22.1818 | 488 | 0.5426 | 0.5763 | 0.5426 | 0.7366 |
296
+ | No log | 22.2727 | 490 | 0.5012 | 0.6175 | 0.5012 | 0.7080 |
297
+ | No log | 22.3636 | 492 | 0.4827 | 0.6743 | 0.4827 | 0.6948 |
298
+ | No log | 22.4545 | 494 | 0.5278 | 0.5283 | 0.5278 | 0.7265 |
299
+ | No log | 22.5455 | 496 | 0.5324 | 0.5233 | 0.5324 | 0.7297 |
300
+ | No log | 22.6364 | 498 | 0.4969 | 0.5317 | 0.4969 | 0.7049 |
301
+ | 0.3047 | 22.7273 | 500 | 0.4751 | 0.6634 | 0.4751 | 0.6893 |
302
+ | 0.3047 | 22.8182 | 502 | 0.4817 | 0.6518 | 0.4817 | 0.6940 |
303
+ | 0.3047 | 22.9091 | 504 | 0.4841 | 0.5831 | 0.4841 | 0.6957 |
304
+ | 0.3047 | 23.0 | 506 | 0.4840 | 0.6101 | 0.4840 | 0.6957 |
305
+ | 0.3047 | 23.0909 | 508 | 0.4814 | 0.6101 | 0.4814 | 0.6938 |
306
+ | 0.3047 | 23.1818 | 510 | 0.4798 | 0.6254 | 0.4798 | 0.6927 |
 
307
 
308
 
309
  ### Framework versions
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