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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_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: 0.5159
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- - Qwk: 0.5081
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- - Mse: 0.5159
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- - Rmse: 0.7182
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  ## Model description
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@@ -47,322 +47,292 @@ 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 | 0.025 | 2 | 2.6899 | -0.0262 | 2.6899 | 1.6401 |
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- | No log | 0.05 | 4 | 1.6747 | 0.0372 | 1.6747 | 1.2941 |
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- | No log | 0.075 | 6 | 0.8475 | 0.2435 | 0.8475 | 0.9206 |
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- | No log | 0.1 | 8 | 0.8280 | -0.0127 | 0.8280 | 0.9099 |
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- | No log | 0.125 | 10 | 0.9942 | 0.2635 | 0.9942 | 0.9971 |
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- | No log | 0.15 | 12 | 1.0991 | 0.2160 | 1.0991 | 1.0484 |
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- | No log | 0.175 | 14 | 1.0782 | 0.2543 | 1.0782 | 1.0384 |
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- | No log | 0.2 | 16 | 1.0594 | 0.2020 | 1.0594 | 1.0293 |
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- | No log | 0.225 | 18 | 0.9534 | 0.1747 | 0.9534 | 0.9764 |
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- | No log | 0.25 | 20 | 0.8771 | 0.1867 | 0.8771 | 0.9365 |
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- | No log | 0.275 | 22 | 0.7187 | 0.1187 | 0.7187 | 0.8478 |
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- | No log | 0.3 | 24 | 0.7247 | 0.0481 | 0.7247 | 0.8513 |
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- | No log | 0.325 | 26 | 0.7815 | 0.1372 | 0.7815 | 0.8840 |
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- | No log | 0.35 | 28 | 0.7237 | 0.0937 | 0.7237 | 0.8507 |
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- | No log | 0.375 | 30 | 0.6828 | 0.1232 | 0.6828 | 0.8263 |
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- | No log | 0.4 | 32 | 0.8143 | 0.0966 | 0.8143 | 0.9024 |
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- | No log | 0.425 | 34 | 0.9097 | 0.2012 | 0.9097 | 0.9538 |
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- | No log | 0.45 | 36 | 0.7688 | 0.3746 | 0.7688 | 0.8768 |
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- | No log | 0.475 | 38 | 0.6275 | 0.3976 | 0.6275 | 0.7922 |
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- | No log | 0.5 | 40 | 0.5763 | 0.3745 | 0.5763 | 0.7592 |
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- | No log | 0.525 | 42 | 0.5611 | 0.4151 | 0.5611 | 0.7490 |
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- | No log | 0.55 | 44 | 0.5536 | 0.4457 | 0.5536 | 0.7441 |
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- | No log | 0.575 | 46 | 0.5116 | 0.4569 | 0.5116 | 0.7153 |
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- | No log | 0.6 | 48 | 0.4855 | 0.5765 | 0.4855 | 0.6968 |
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- | No log | 0.625 | 50 | 0.4534 | 0.5782 | 0.4534 | 0.6734 |
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- | No log | 0.65 | 52 | 0.4671 | 0.5714 | 0.4671 | 0.6835 |
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- | No log | 0.675 | 54 | 0.4516 | 0.6852 | 0.4516 | 0.6720 |
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- | No log | 0.7 | 56 | 0.4628 | 0.6395 | 0.4628 | 0.6803 |
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- | No log | 0.725 | 58 | 0.4741 | 0.6389 | 0.4741 | 0.6886 |
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- | No log | 0.75 | 60 | 0.5063 | 0.6741 | 0.5063 | 0.7116 |
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- | No log | 0.775 | 62 | 0.5718 | 0.5948 | 0.5718 | 0.7562 |
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- | No log | 0.8 | 64 | 0.5809 | 0.5948 | 0.5809 | 0.7622 |
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- | No log | 0.825 | 66 | 0.5056 | 0.6411 | 0.5056 | 0.7110 |
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- | No log | 0.85 | 68 | 0.6552 | 0.4884 | 0.6552 | 0.8094 |
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- | No log | 0.875 | 70 | 0.9743 | 0.2944 | 0.9743 | 0.9870 |
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- | No log | 0.9 | 72 | 0.9822 | 0.3139 | 0.9822 | 0.9911 |
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- | No log | 0.925 | 74 | 0.7462 | 0.4901 | 0.7462 | 0.8638 |
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- | No log | 0.95 | 76 | 0.5128 | 0.5479 | 0.5128 | 0.7161 |
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- | No log | 0.975 | 78 | 0.5205 | 0.4617 | 0.5205 | 0.7215 |
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- | No log | 1.0 | 80 | 0.5585 | 0.4428 | 0.5585 | 0.7473 |
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- | No log | 1.025 | 82 | 0.5440 | 0.5158 | 0.5440 | 0.7376 |
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- | No log | 1.05 | 84 | 0.5361 | 0.5769 | 0.5361 | 0.7322 |
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- | No log | 1.075 | 86 | 0.5536 | 0.6003 | 0.5536 | 0.7441 |
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- | No log | 1.1 | 88 | 0.5378 | 0.6540 | 0.5378 | 0.7334 |
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- | No log | 1.125 | 90 | 0.5077 | 0.6796 | 0.5077 | 0.7125 |
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- | No log | 1.15 | 92 | 0.4958 | 0.6484 | 0.4958 | 0.7041 |
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- | No log | 1.175 | 94 | 0.5120 | 0.6699 | 0.5120 | 0.7155 |
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- | No log | 1.2 | 96 | 0.6293 | 0.5584 | 0.6293 | 0.7933 |
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- | No log | 1.225 | 98 | 0.6488 | 0.4870 | 0.6488 | 0.8055 |
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- | No log | 1.25 | 100 | 0.5156 | 0.5327 | 0.5156 | 0.7180 |
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- | No log | 1.275 | 102 | 0.4924 | 0.5042 | 0.4924 | 0.7017 |
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- | No log | 1.3 | 104 | 0.5124 | 0.5127 | 0.5124 | 0.7158 |
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- | No log | 1.325 | 106 | 0.5972 | 0.5378 | 0.5972 | 0.7728 |
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- | No log | 1.35 | 108 | 0.5945 | 0.5448 | 0.5945 | 0.7710 |
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- | No log | 1.375 | 110 | 0.6955 | 0.5869 | 0.6955 | 0.8340 |
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- | No log | 1.4 | 112 | 0.9524 | 0.5244 | 0.9524 | 0.9759 |
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- | No log | 1.425 | 114 | 0.8990 | 0.5359 | 0.8990 | 0.9481 |
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- | No log | 1.45 | 116 | 0.6841 | 0.6040 | 0.6841 | 0.8271 |
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- | No log | 1.475 | 118 | 0.5830 | 0.5891 | 0.5830 | 0.7636 |
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- | No log | 1.5 | 120 | 0.5632 | 0.5701 | 0.5632 | 0.7505 |
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- | No log | 1.525 | 122 | 0.5613 | 0.5660 | 0.5613 | 0.7492 |
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- | No log | 1.55 | 124 | 0.6125 | 0.4853 | 0.6125 | 0.7826 |
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- | No log | 1.575 | 126 | 0.6441 | 0.4321 | 0.6441 | 0.8026 |
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- | No log | 1.6 | 128 | 0.5680 | 0.5335 | 0.5680 | 0.7537 |
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- | No log | 1.625 | 130 | 0.5352 | 0.5669 | 0.5352 | 0.7316 |
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- | No log | 1.65 | 132 | 0.5509 | 0.5634 | 0.5509 | 0.7422 |
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- | No log | 1.675 | 134 | 0.6170 | 0.5592 | 0.6170 | 0.7855 |
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- | No log | 1.7 | 136 | 0.7300 | 0.5586 | 0.7300 | 0.8544 |
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- | No log | 1.725 | 138 | 0.6821 | 0.5555 | 0.6821 | 0.8259 |
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- | No log | 1.75 | 140 | 0.5470 | 0.5888 | 0.5470 | 0.7396 |
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- | No log | 1.775 | 142 | 0.5190 | 0.6087 | 0.5190 | 0.7204 |
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- | No log | 1.8 | 144 | 0.5153 | 0.6289 | 0.5153 | 0.7179 |
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- | No log | 1.825 | 146 | 0.5246 | 0.6474 | 0.5246 | 0.7243 |
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- | No log | 1.85 | 148 | 0.5682 | 0.6241 | 0.5682 | 0.7538 |
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- | No log | 1.875 | 150 | 0.5546 | 0.6174 | 0.5546 | 0.7447 |
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- | No log | 1.9 | 152 | 0.5277 | 0.5891 | 0.5277 | 0.7264 |
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- | No log | 1.925 | 154 | 0.5054 | 0.6083 | 0.5054 | 0.7109 |
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- | No log | 1.95 | 156 | 0.6701 | 0.4735 | 0.6701 | 0.8186 |
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- | No log | 1.975 | 158 | 0.6653 | 0.4667 | 0.6653 | 0.8157 |
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- | No log | 2.0 | 160 | 0.5592 | 0.5524 | 0.5592 | 0.7478 |
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- | No log | 2.025 | 162 | 0.5125 | 0.6083 | 0.5125 | 0.7159 |
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- | No log | 2.05 | 164 | 0.5154 | 0.6009 | 0.5154 | 0.7179 |
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- | No log | 2.075 | 166 | 0.5314 | 0.5594 | 0.5314 | 0.7290 |
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- | No log | 2.1 | 168 | 0.5759 | 0.5524 | 0.5759 | 0.7589 |
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- | No log | 2.125 | 170 | 0.5942 | 0.5523 | 0.5942 | 0.7709 |
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- | No log | 2.15 | 172 | 0.5448 | 0.5586 | 0.5448 | 0.7381 |
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- | No log | 2.175 | 174 | 0.5164 | 0.5098 | 0.5164 | 0.7186 |
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- | No log | 2.2 | 176 | 0.4923 | 0.6032 | 0.4923 | 0.7016 |
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- | No log | 2.225 | 178 | 0.4843 | 0.6158 | 0.4843 | 0.6959 |
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- | No log | 2.25 | 180 | 0.5046 | 0.6174 | 0.5046 | 0.7104 |
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- | No log | 2.275 | 182 | 0.5030 | 0.6174 | 0.5030 | 0.7092 |
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- | No log | 2.3 | 184 | 0.4961 | 0.6494 | 0.4961 | 0.7043 |
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- | No log | 2.325 | 186 | 0.5342 | 0.5868 | 0.5342 | 0.7309 |
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- | No log | 2.35 | 188 | 0.5020 | 0.5929 | 0.5020 | 0.7085 |
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- | No log | 2.375 | 190 | 0.5282 | 0.5872 | 0.5282 | 0.7268 |
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- | No log | 2.4 | 192 | 0.6313 | 0.4837 | 0.6313 | 0.7945 |
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- | No log | 2.425 | 194 | 0.6770 | 0.4442 | 0.6770 | 0.8228 |
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- | No log | 2.45 | 196 | 0.5898 | 0.4966 | 0.5898 | 0.7680 |
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- | No log | 2.475 | 198 | 0.4936 | 0.6228 | 0.4936 | 0.7026 |
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- | No log | 2.5 | 200 | 0.4865 | 0.6395 | 0.4865 | 0.6975 |
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- | No log | 2.525 | 202 | 0.4804 | 0.6479 | 0.4804 | 0.6931 |
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- | No log | 2.55 | 204 | 0.4893 | 0.6632 | 0.4893 | 0.6995 |
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- | No log | 2.575 | 206 | 0.5280 | 0.5552 | 0.5280 | 0.7266 |
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- | No log | 2.6 | 208 | 0.5234 | 0.6070 | 0.5234 | 0.7235 |
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- | No log | 2.625 | 210 | 0.4901 | 0.6639 | 0.4901 | 0.7001 |
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- | No log | 2.65 | 212 | 0.4881 | 0.6092 | 0.4881 | 0.6987 |
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- | No log | 2.675 | 214 | 0.5020 | 0.5799 | 0.5020 | 0.7085 |
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- | No log | 2.7 | 216 | 0.5452 | 0.5587 | 0.5452 | 0.7384 |
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- | No log | 2.725 | 218 | 0.4990 | 0.5729 | 0.4990 | 0.7064 |
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- | No log | 2.75 | 220 | 0.4914 | 0.5729 | 0.4914 | 0.7010 |
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- | No log | 2.775 | 222 | 0.5266 | 0.5786 | 0.5266 | 0.7256 |
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- | No log | 2.8 | 224 | 0.5780 | 0.5470 | 0.5780 | 0.7603 |
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- | No log | 2.825 | 226 | 0.5647 | 0.5906 | 0.5647 | 0.7515 |
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- | No log | 2.85 | 228 | 0.5124 | 0.6032 | 0.5124 | 0.7158 |
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- | No log | 2.875 | 230 | 0.5087 | 0.5894 | 0.5087 | 0.7132 |
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- | No log | 2.9 | 232 | 0.4886 | 0.5708 | 0.4886 | 0.6990 |
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- | No log | 2.925 | 234 | 0.4810 | 0.5632 | 0.4810 | 0.6935 |
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- | No log | 2.95 | 236 | 0.4785 | 0.5647 | 0.4785 | 0.6917 |
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- | No log | 2.975 | 238 | 0.5261 | 0.5668 | 0.5261 | 0.7253 |
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- | No log | 3.0 | 240 | 0.5106 | 0.5729 | 0.5106 | 0.7146 |
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- | No log | 3.025 | 242 | 0.5051 | 0.6053 | 0.5051 | 0.7107 |
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- | No log | 3.05 | 244 | 0.5488 | 0.6017 | 0.5488 | 0.7408 |
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- | No log | 3.075 | 246 | 0.5056 | 0.5634 | 0.5056 | 0.7111 |
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- | No log | 3.1 | 248 | 0.5148 | 0.5899 | 0.5148 | 0.7175 |
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- | No log | 3.125 | 250 | 0.5101 | 0.5389 | 0.5101 | 0.7142 |
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- | No log | 3.15 | 252 | 0.5189 | 0.5173 | 0.5189 | 0.7203 |
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- | No log | 3.175 | 254 | 0.4957 | 0.6065 | 0.4957 | 0.7041 |
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- | No log | 3.2 | 256 | 0.5001 | 0.5322 | 0.5001 | 0.7072 |
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- | No log | 3.225 | 258 | 0.5432 | 0.5382 | 0.5432 | 0.7370 |
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- | No log | 3.25 | 260 | 0.5480 | 0.5574 | 0.5480 | 0.7402 |
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- | No log | 3.275 | 262 | 0.5893 | 0.5222 | 0.5893 | 0.7676 |
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- | No log | 3.3 | 264 | 0.5145 | 0.6084 | 0.5145 | 0.7173 |
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- | No log | 3.325 | 266 | 0.5126 | 0.6245 | 0.5126 | 0.7160 |
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- | No log | 3.35 | 268 | 0.4996 | 0.5939 | 0.4996 | 0.7068 |
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- | No log | 3.375 | 270 | 0.4928 | 0.6346 | 0.4928 | 0.7020 |
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- | No log | 3.4 | 272 | 0.4773 | 0.5941 | 0.4773 | 0.6908 |
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- | No log | 3.425 | 274 | 0.4723 | 0.6010 | 0.4723 | 0.6873 |
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- | No log | 3.45 | 276 | 0.4970 | 0.5497 | 0.4970 | 0.7050 |
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- | No log | 3.475 | 278 | 0.5172 | 0.5538 | 0.5172 | 0.7192 |
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- | No log | 3.5 | 280 | 0.4883 | 0.5758 | 0.4883 | 0.6988 |
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- | No log | 3.525 | 282 | 0.4600 | 0.6186 | 0.4600 | 0.6782 |
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- | No log | 3.55 | 284 | 0.4727 | 0.6112 | 0.4727 | 0.6876 |
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- | No log | 3.575 | 286 | 0.4652 | 0.6070 | 0.4652 | 0.6821 |
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- | No log | 3.6 | 288 | 0.4682 | 0.5741 | 0.4682 | 0.6843 |
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- | No log | 3.625 | 290 | 0.4677 | 0.6082 | 0.4677 | 0.6839 |
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- | No log | 3.65 | 292 | 0.4852 | 0.5340 | 0.4852 | 0.6965 |
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- | No log | 3.675 | 294 | 0.5003 | 0.5118 | 0.5003 | 0.7073 |
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- | No log | 3.7 | 296 | 0.5131 | 0.5142 | 0.5131 | 0.7163 |
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- | No log | 3.725 | 298 | 0.5087 | 0.5947 | 0.5087 | 0.7132 |
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- | No log | 3.75 | 300 | 0.5387 | 0.5452 | 0.5387 | 0.7340 |
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- | No log | 3.775 | 302 | 0.5518 | 0.5275 | 0.5518 | 0.7428 |
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- | No log | 3.8 | 304 | 0.4912 | 0.5786 | 0.4912 | 0.7008 |
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- | No log | 3.825 | 306 | 0.4729 | 0.6029 | 0.4729 | 0.6877 |
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- | No log | 3.85 | 308 | 0.4516 | 0.6303 | 0.4516 | 0.6720 |
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- | No log | 3.875 | 310 | 0.4557 | 0.5765 | 0.4557 | 0.6751 |
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- | No log | 3.9 | 312 | 0.5007 | 0.5569 | 0.5007 | 0.7076 |
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- | No log | 3.925 | 314 | 0.5200 | 0.5497 | 0.5200 | 0.7211 |
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- | No log | 3.95 | 316 | 0.4951 | 0.6973 | 0.4951 | 0.7036 |
210
- | No log | 3.975 | 318 | 0.5542 | 0.6200 | 0.5542 | 0.7445 |
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- | No log | 4.0 | 320 | 0.7317 | 0.5649 | 0.7317 | 0.8554 |
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- | No log | 4.025 | 322 | 0.6922 | 0.5620 | 0.6922 | 0.8320 |
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- | No log | 4.05 | 324 | 0.5282 | 0.5678 | 0.5282 | 0.7268 |
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- | No log | 4.075 | 326 | 0.4522 | 0.6082 | 0.4522 | 0.6724 |
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- | No log | 4.1 | 328 | 0.4381 | 0.6303 | 0.4381 | 0.6619 |
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- | No log | 4.125 | 330 | 0.4396 | 0.6321 | 0.4396 | 0.6630 |
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- | No log | 4.15 | 332 | 0.4901 | 0.6150 | 0.4901 | 0.7001 |
218
- | No log | 4.175 | 334 | 0.4834 | 0.6162 | 0.4834 | 0.6953 |
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- | No log | 4.2 | 336 | 0.4378 | 0.7101 | 0.4378 | 0.6616 |
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- | No log | 4.225 | 338 | 0.4603 | 0.6526 | 0.4603 | 0.6785 |
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- | No log | 4.25 | 340 | 0.4797 | 0.6092 | 0.4797 | 0.6926 |
222
- | No log | 4.275 | 342 | 0.4533 | 0.7128 | 0.4533 | 0.6733 |
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- | No log | 4.3 | 344 | 0.4557 | 0.6484 | 0.4557 | 0.6751 |
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- | No log | 4.325 | 346 | 0.4902 | 0.6487 | 0.4902 | 0.7002 |
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- | No log | 4.35 | 348 | 0.4854 | 0.6560 | 0.4854 | 0.6967 |
226
- | No log | 4.375 | 350 | 0.4744 | 0.6186 | 0.4744 | 0.6888 |
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- | No log | 4.4 | 352 | 0.4666 | 0.6158 | 0.4666 | 0.6831 |
228
- | No log | 4.425 | 354 | 0.4705 | 0.5956 | 0.4705 | 0.6859 |
229
- | No log | 4.45 | 356 | 0.4836 | 0.5708 | 0.4836 | 0.6954 |
230
- | No log | 4.475 | 358 | 0.5291 | 0.5512 | 0.5291 | 0.7274 |
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- | No log | 4.5 | 360 | 0.5453 | 0.5719 | 0.5453 | 0.7384 |
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- | No log | 4.525 | 362 | 0.5114 | 0.5741 | 0.5114 | 0.7151 |
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- | No log | 4.55 | 364 | 0.4956 | 0.5057 | 0.4956 | 0.7040 |
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- | No log | 4.575 | 366 | 0.5028 | 0.5523 | 0.5028 | 0.7091 |
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- | No log | 4.6 | 368 | 0.5108 | 0.4678 | 0.5108 | 0.7147 |
236
- | No log | 4.625 | 370 | 0.5354 | 0.5827 | 0.5354 | 0.7317 |
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- | No log | 4.65 | 372 | 0.5365 | 0.5633 | 0.5365 | 0.7325 |
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- | No log | 4.675 | 374 | 0.5442 | 0.5801 | 0.5442 | 0.7377 |
239
- | No log | 4.7 | 376 | 0.5140 | 0.5708 | 0.5140 | 0.7169 |
240
- | No log | 4.725 | 378 | 0.5017 | 0.5786 | 0.5017 | 0.7083 |
241
- | No log | 4.75 | 380 | 0.4762 | 0.6096 | 0.4762 | 0.6901 |
242
- | No log | 4.775 | 382 | 0.4646 | 0.6142 | 0.4646 | 0.6816 |
243
- | No log | 4.8 | 384 | 0.4641 | 0.6455 | 0.4641 | 0.6813 |
244
- | No log | 4.825 | 386 | 0.4720 | 0.6295 | 0.4720 | 0.6870 |
245
- | No log | 4.85 | 388 | 0.5123 | 0.6062 | 0.5123 | 0.7157 |
246
- | No log | 4.875 | 390 | 0.5264 | 0.5985 | 0.5264 | 0.7255 |
247
- | No log | 4.9 | 392 | 0.4870 | 0.6371 | 0.4870 | 0.6979 |
248
- | No log | 4.925 | 394 | 0.4763 | 0.5974 | 0.4763 | 0.6902 |
249
- | No log | 4.95 | 396 | 0.4920 | 0.5467 | 0.4920 | 0.7015 |
250
- | No log | 4.975 | 398 | 0.4916 | 0.5538 | 0.4916 | 0.7012 |
251
- | No log | 5.0 | 400 | 0.4788 | 0.5640 | 0.4788 | 0.6920 |
252
- | No log | 5.025 | 402 | 0.4951 | 0.5970 | 0.4951 | 0.7036 |
253
- | No log | 5.05 | 404 | 0.5207 | 0.6063 | 0.5207 | 0.7216 |
254
- | No log | 5.075 | 406 | 0.5338 | 0.6189 | 0.5338 | 0.7306 |
255
- | No log | 5.1 | 408 | 0.4790 | 0.6175 | 0.4790 | 0.6921 |
256
- | No log | 5.125 | 410 | 0.4539 | 0.6398 | 0.4539 | 0.6738 |
257
- | No log | 5.15 | 412 | 0.4686 | 0.6006 | 0.4686 | 0.6845 |
258
- | No log | 5.175 | 414 | 0.4602 | 0.5891 | 0.4602 | 0.6784 |
259
- | No log | 5.2 | 416 | 0.4529 | 0.6173 | 0.4529 | 0.6730 |
260
- | No log | 5.225 | 418 | 0.4721 | 0.6135 | 0.4721 | 0.6871 |
261
- | No log | 5.25 | 420 | 0.4849 | 0.6135 | 0.4849 | 0.6964 |
262
- | No log | 5.275 | 422 | 0.5040 | 0.6011 | 0.5040 | 0.7099 |
263
- | No log | 5.3 | 424 | 0.4607 | 0.5923 | 0.4607 | 0.6787 |
264
- | No log | 5.325 | 426 | 0.4337 | 0.6365 | 0.4337 | 0.6585 |
265
- | No log | 5.35 | 428 | 0.4617 | 0.6582 | 0.4617 | 0.6795 |
266
- | No log | 5.375 | 430 | 0.4827 | 0.5795 | 0.4827 | 0.6948 |
267
- | No log | 5.4 | 432 | 0.4766 | 0.5795 | 0.4766 | 0.6904 |
268
- | No log | 5.425 | 434 | 0.4577 | 0.6383 | 0.4577 | 0.6765 |
269
- | No log | 5.45 | 436 | 0.4577 | 0.6132 | 0.4577 | 0.6765 |
270
- | No log | 5.475 | 438 | 0.4990 | 0.5726 | 0.4990 | 0.7064 |
271
- | No log | 5.5 | 440 | 0.5189 | 0.5831 | 0.5189 | 0.7204 |
272
- | No log | 5.525 | 442 | 0.4926 | 0.5528 | 0.4926 | 0.7018 |
273
- | No log | 5.55 | 444 | 0.4716 | 0.6240 | 0.4716 | 0.6867 |
274
- | No log | 5.575 | 446 | 0.5003 | 0.6162 | 0.5003 | 0.7073 |
275
- | No log | 5.6 | 448 | 0.5259 | 0.6298 | 0.5260 | 0.7252 |
276
- | No log | 5.625 | 450 | 0.4986 | 0.6232 | 0.4986 | 0.7061 |
277
- | No log | 5.65 | 452 | 0.4754 | 0.6325 | 0.4754 | 0.6895 |
278
- | No log | 5.675 | 454 | 0.4740 | 0.6423 | 0.4740 | 0.6885 |
279
- | No log | 5.7 | 456 | 0.4832 | 0.5970 | 0.4832 | 0.6951 |
280
- | No log | 5.725 | 458 | 0.4673 | 0.6235 | 0.4673 | 0.6836 |
281
- | No log | 5.75 | 460 | 0.4440 | 0.6841 | 0.4440 | 0.6664 |
282
- | No log | 5.775 | 462 | 0.4600 | 0.6326 | 0.4600 | 0.6783 |
283
- | No log | 5.8 | 464 | 0.4916 | 0.5970 | 0.4916 | 0.7011 |
284
- | No log | 5.825 | 466 | 0.5109 | 0.6221 | 0.5109 | 0.7148 |
285
- | No log | 5.85 | 468 | 0.4889 | 0.6477 | 0.4889 | 0.6992 |
286
- | No log | 5.875 | 470 | 0.4757 | 0.6398 | 0.4757 | 0.6897 |
287
- | No log | 5.9 | 472 | 0.4711 | 0.6472 | 0.4711 | 0.6863 |
288
- | No log | 5.925 | 474 | 0.4642 | 0.6286 | 0.4642 | 0.6813 |
289
- | No log | 5.95 | 476 | 0.4674 | 0.6132 | 0.4674 | 0.6837 |
290
- | No log | 5.975 | 478 | 0.4492 | 0.6132 | 0.4492 | 0.6702 |
291
- | No log | 6.0 | 480 | 0.4386 | 0.6923 | 0.4386 | 0.6623 |
292
- | No log | 6.025 | 482 | 0.4899 | 0.5095 | 0.4899 | 0.6999 |
293
- | No log | 6.05 | 484 | 0.5562 | 0.5315 | 0.5562 | 0.7458 |
294
- | No log | 6.075 | 486 | 0.5429 | 0.5095 | 0.5429 | 0.7368 |
295
- | No log | 6.1 | 488 | 0.4788 | 0.6582 | 0.4788 | 0.6919 |
296
- | No log | 6.125 | 490 | 0.4513 | 0.6484 | 0.4513 | 0.6718 |
297
- | No log | 6.15 | 492 | 0.4363 | 0.6551 | 0.4363 | 0.6605 |
298
- | No log | 6.175 | 494 | 0.4452 | 0.6240 | 0.4452 | 0.6672 |
299
- | No log | 6.2 | 496 | 0.4516 | 0.5882 | 0.4516 | 0.6720 |
300
- | No log | 6.225 | 498 | 0.4679 | 0.6029 | 0.4679 | 0.6840 |
301
- | 0.3245 | 6.25 | 500 | 0.4889 | 0.5252 | 0.4889 | 0.6992 |
302
- | 0.3245 | 6.275 | 502 | 0.5228 | 0.4815 | 0.5228 | 0.7230 |
303
- | 0.3245 | 6.3 | 504 | 0.5328 | 0.5158 | 0.5328 | 0.7299 |
304
- | 0.3245 | 6.325 | 506 | 0.5501 | 0.5410 | 0.5501 | 0.7417 |
305
- | 0.3245 | 6.35 | 508 | 0.5542 | 0.5117 | 0.5542 | 0.7445 |
306
- | 0.3245 | 6.375 | 510 | 0.5494 | 0.5931 | 0.5494 | 0.7412 |
307
- | 0.3245 | 6.4 | 512 | 0.5044 | 0.5906 | 0.5044 | 0.7102 |
308
- | 0.3245 | 6.425 | 514 | 0.4518 | 0.6018 | 0.4518 | 0.6722 |
309
- | 0.3245 | 6.45 | 516 | 0.4354 | 0.6359 | 0.4354 | 0.6599 |
310
- | 0.3245 | 6.475 | 518 | 0.4281 | 0.6650 | 0.4281 | 0.6543 |
311
- | 0.3245 | 6.5 | 520 | 0.4399 | 0.6198 | 0.4399 | 0.6632 |
312
- | 0.3245 | 6.525 | 522 | 0.4630 | 0.6198 | 0.4630 | 0.6804 |
313
- | 0.3245 | 6.55 | 524 | 0.4938 | 0.6127 | 0.4938 | 0.7027 |
314
- | 0.3245 | 6.575 | 526 | 0.4927 | 0.6127 | 0.4927 | 0.7020 |
315
- | 0.3245 | 6.6 | 528 | 0.4642 | 0.6472 | 0.4642 | 0.6813 |
316
- | 0.3245 | 6.625 | 530 | 0.4523 | 0.6469 | 0.4523 | 0.6725 |
317
- | 0.3245 | 6.65 | 532 | 0.4468 | 0.6839 | 0.4468 | 0.6684 |
318
- | 0.3245 | 6.675 | 534 | 0.4419 | 0.6650 | 0.4419 | 0.6648 |
319
- | 0.3245 | 6.7 | 536 | 0.4612 | 0.5501 | 0.4612 | 0.6791 |
320
- | 0.3245 | 6.725 | 538 | 0.4670 | 0.5770 | 0.4670 | 0.6834 |
321
- | 0.3245 | 6.75 | 540 | 0.4535 | 0.6278 | 0.4535 | 0.6734 |
322
- | 0.3245 | 6.775 | 542 | 0.4468 | 0.5882 | 0.4468 | 0.6684 |
323
- | 0.3245 | 6.8 | 544 | 0.4393 | 0.5882 | 0.4393 | 0.6628 |
324
- | 0.3245 | 6.825 | 546 | 0.4321 | 0.5882 | 0.4321 | 0.6573 |
325
- | 0.3245 | 6.85 | 548 | 0.4208 | 0.6145 | 0.4208 | 0.6487 |
326
- | 0.3245 | 6.875 | 550 | 0.4360 | 0.7042 | 0.4360 | 0.6603 |
327
- | 0.3245 | 6.9 | 552 | 0.4365 | 0.7042 | 0.4365 | 0.6606 |
328
- | 0.3245 | 6.925 | 554 | 0.4287 | 0.6032 | 0.4287 | 0.6547 |
329
- | 0.3245 | 6.95 | 556 | 0.4774 | 0.5586 | 0.4774 | 0.6910 |
330
- | 0.3245 | 6.975 | 558 | 0.6136 | 0.4862 | 0.6136 | 0.7833 |
331
- | 0.3245 | 7.0 | 560 | 0.6274 | 0.4862 | 0.6274 | 0.7921 |
332
- | 0.3245 | 7.025 | 562 | 0.5313 | 0.5329 | 0.5313 | 0.7289 |
333
- | 0.3245 | 7.05 | 564 | 0.4591 | 0.5271 | 0.4591 | 0.6776 |
334
- | 0.3245 | 7.075 | 566 | 0.4534 | 0.6169 | 0.4534 | 0.6733 |
335
- | 0.3245 | 7.1 | 568 | 0.4548 | 0.5915 | 0.4548 | 0.6744 |
336
- | 0.3245 | 7.125 | 570 | 0.4496 | 0.6142 | 0.4496 | 0.6705 |
337
- | 0.3245 | 7.15 | 572 | 0.4756 | 0.6719 | 0.4756 | 0.6897 |
338
- | 0.3245 | 7.175 | 574 | 0.5359 | 0.6325 | 0.5359 | 0.7321 |
339
- | 0.3245 | 7.2 | 576 | 0.5562 | 0.6392 | 0.5562 | 0.7458 |
340
- | 0.3245 | 7.225 | 578 | 0.5313 | 0.6548 | 0.5313 | 0.7289 |
341
- | 0.3245 | 7.25 | 580 | 0.4989 | 0.6559 | 0.4989 | 0.7063 |
342
- | 0.3245 | 7.275 | 582 | 0.4831 | 0.5596 | 0.4831 | 0.6950 |
343
- | 0.3245 | 7.3 | 584 | 0.4879 | 0.4876 | 0.4879 | 0.6985 |
344
- | 0.3245 | 7.325 | 586 | 0.4916 | 0.4615 | 0.4916 | 0.7012 |
345
- | 0.3245 | 7.35 | 588 | 0.4918 | 0.5488 | 0.4918 | 0.7013 |
346
- | 0.3245 | 7.375 | 590 | 0.4827 | 0.5003 | 0.4827 | 0.6948 |
347
- | 0.3245 | 7.4 | 592 | 0.4826 | 0.5003 | 0.4826 | 0.6947 |
348
- | 0.3245 | 7.425 | 594 | 0.4816 | 0.5250 | 0.4816 | 0.6940 |
349
- | 0.3245 | 7.45 | 596 | 0.4775 | 0.5550 | 0.4775 | 0.6910 |
350
- | 0.3245 | 7.475 | 598 | 0.4835 | 0.5455 | 0.4835 | 0.6953 |
351
- | 0.3245 | 7.5 | 600 | 0.4963 | 0.5671 | 0.4963 | 0.7045 |
352
- | 0.3245 | 7.525 | 602 | 0.5309 | 0.5845 | 0.5309 | 0.7287 |
353
- | 0.3245 | 7.55 | 604 | 0.5526 | 0.5845 | 0.5526 | 0.7434 |
354
- | 0.3245 | 7.575 | 606 | 0.5621 | 0.5845 | 0.5621 | 0.7497 |
355
- | 0.3245 | 7.6 | 608 | 0.5649 | 0.4147 | 0.5649 | 0.7516 |
356
- | 0.3245 | 7.625 | 610 | 0.5762 | 0.3665 | 0.5762 | 0.7591 |
357
- | 0.3245 | 7.65 | 612 | 0.6098 | 0.5773 | 0.6098 | 0.7809 |
358
- | 0.3245 | 7.675 | 614 | 0.6413 | 0.5113 | 0.6413 | 0.8008 |
359
- | 0.3245 | 7.7 | 616 | 0.6194 | 0.5048 | 0.6194 | 0.7870 |
360
- | 0.3245 | 7.725 | 618 | 0.5570 | 0.5330 | 0.5570 | 0.7463 |
361
- | 0.3245 | 7.75 | 620 | 0.5221 | 0.5091 | 0.5221 | 0.7226 |
362
- | 0.3245 | 7.775 | 622 | 0.4928 | 0.5091 | 0.4928 | 0.7020 |
363
- | 0.3245 | 7.8 | 624 | 0.4917 | 0.5091 | 0.4917 | 0.7012 |
364
- | 0.3245 | 7.825 | 626 | 0.5027 | 0.5017 | 0.5027 | 0.7090 |
365
- | 0.3245 | 7.85 | 628 | 0.5159 | 0.5081 | 0.5159 | 0.7182 |
366
 
367
 
368
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_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: 0.5717
19
+ - Qwk: 0.4979
20
+ - Mse: 0.5717
21
+ - Rmse: 0.7561
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0235 | 2 | 2.5530 | 0.0070 | 2.5530 | 1.5978 |
53
+ | No log | 0.0471 | 4 | 1.2030 | 0.0487 | 1.2030 | 1.0968 |
54
+ | No log | 0.0706 | 6 | 0.7308 | 0.1786 | 0.7308 | 0.8549 |
55
+ | No log | 0.0941 | 8 | 0.8797 | 0.1911 | 0.8797 | 0.9379 |
56
+ | No log | 0.1176 | 10 | 1.1941 | -0.1098 | 1.1941 | 1.0928 |
57
+ | No log | 0.1412 | 12 | 1.2298 | 0.0120 | 1.2298 | 1.1089 |
58
+ | No log | 0.1647 | 14 | 1.1563 | 0.1557 | 1.1563 | 1.0753 |
59
+ | No log | 0.1882 | 16 | 0.8465 | 0.1628 | 0.8465 | 0.9201 |
60
+ | No log | 0.2118 | 18 | 0.7764 | 0.0 | 0.7764 | 0.8811 |
61
+ | No log | 0.2353 | 20 | 0.7237 | 0.0428 | 0.7237 | 0.8507 |
62
+ | No log | 0.2588 | 22 | 0.6865 | 0.0428 | 0.6865 | 0.8285 |
63
+ | No log | 0.2824 | 24 | 0.6567 | 0.0840 | 0.6567 | 0.8104 |
64
+ | No log | 0.3059 | 26 | 0.6463 | 0.3166 | 0.6463 | 0.8039 |
65
+ | No log | 0.3294 | 28 | 0.8062 | 0.2211 | 0.8062 | 0.8979 |
66
+ | No log | 0.3529 | 30 | 1.0529 | 0.2455 | 1.0529 | 1.0261 |
67
+ | No log | 0.3765 | 32 | 0.9873 | 0.3118 | 0.9873 | 0.9936 |
68
+ | No log | 0.4 | 34 | 0.6362 | 0.3737 | 0.6362 | 0.7976 |
69
+ | No log | 0.4235 | 36 | 0.5521 | 0.4591 | 0.5521 | 0.7430 |
70
+ | No log | 0.4471 | 38 | 0.5893 | 0.4802 | 0.5893 | 0.7677 |
71
+ | No log | 0.4706 | 40 | 0.6882 | 0.3937 | 0.6882 | 0.8296 |
72
+ | No log | 0.4941 | 42 | 0.6522 | 0.4575 | 0.6522 | 0.8076 |
73
+ | No log | 0.5176 | 44 | 0.6045 | 0.5547 | 0.6045 | 0.7775 |
74
+ | No log | 0.5412 | 46 | 0.5539 | 0.5742 | 0.5539 | 0.7443 |
75
+ | No log | 0.5647 | 48 | 0.6128 | 0.5705 | 0.6128 | 0.7828 |
76
+ | No log | 0.5882 | 50 | 0.6284 | 0.5931 | 0.6284 | 0.7927 |
77
+ | No log | 0.6118 | 52 | 0.5447 | 0.5653 | 0.5447 | 0.7380 |
78
+ | No log | 0.6353 | 54 | 0.5737 | 0.3833 | 0.5737 | 0.7574 |
79
+ | No log | 0.6588 | 56 | 0.5983 | 0.4335 | 0.5983 | 0.7735 |
80
+ | No log | 0.6824 | 58 | 0.5753 | 0.4315 | 0.5753 | 0.7585 |
81
+ | No log | 0.7059 | 60 | 0.5315 | 0.5711 | 0.5315 | 0.7290 |
82
+ | No log | 0.7294 | 62 | 0.5138 | 0.6078 | 0.5138 | 0.7168 |
83
+ | No log | 0.7529 | 64 | 0.5807 | 0.4634 | 0.5807 | 0.7620 |
84
+ | No log | 0.7765 | 66 | 0.9321 | 0.3309 | 0.9321 | 0.9655 |
85
+ | No log | 0.8 | 68 | 0.9915 | 0.2746 | 0.9915 | 0.9958 |
86
+ | No log | 0.8235 | 70 | 0.7422 | 0.3869 | 0.7422 | 0.8615 |
87
+ | No log | 0.8471 | 72 | 0.5757 | 0.4934 | 0.5757 | 0.7587 |
88
+ | No log | 0.8706 | 74 | 0.7561 | 0.4400 | 0.7561 | 0.8695 |
89
+ | No log | 0.8941 | 76 | 0.7825 | 0.4222 | 0.7825 | 0.8846 |
90
+ | No log | 0.9176 | 78 | 0.6148 | 0.5003 | 0.6148 | 0.7841 |
91
+ | No log | 0.9412 | 80 | 0.6823 | 0.4474 | 0.6823 | 0.8260 |
92
+ | No log | 0.9647 | 82 | 0.7587 | 0.3873 | 0.7587 | 0.8711 |
93
+ | No log | 0.9882 | 84 | 0.6162 | 0.4452 | 0.6162 | 0.7850 |
94
+ | No log | 1.0118 | 86 | 0.5271 | 0.5728 | 0.5271 | 0.7260 |
95
+ | No log | 1.0353 | 88 | 0.5166 | 0.5765 | 0.5166 | 0.7188 |
96
+ | No log | 1.0588 | 90 | 0.5818 | 0.5363 | 0.5818 | 0.7627 |
97
+ | No log | 1.0824 | 92 | 0.8393 | 0.3462 | 0.8393 | 0.9161 |
98
+ | No log | 1.1059 | 94 | 0.8838 | 0.3418 | 0.8838 | 0.9401 |
99
+ | No log | 1.1294 | 96 | 0.7011 | 0.4124 | 0.7011 | 0.8373 |
100
+ | No log | 1.1529 | 98 | 0.5104 | 0.6771 | 0.5104 | 0.7144 |
101
+ | No log | 1.1765 | 100 | 0.4987 | 0.6115 | 0.4987 | 0.7062 |
102
+ | No log | 1.2 | 102 | 0.5115 | 0.5473 | 0.5115 | 0.7152 |
103
+ | No log | 1.2235 | 104 | 0.5211 | 0.4795 | 0.5211 | 0.7219 |
104
+ | No log | 1.2471 | 106 | 0.5220 | 0.4224 | 0.5220 | 0.7225 |
105
+ | No log | 1.2706 | 108 | 0.5239 | 0.5170 | 0.5239 | 0.7238 |
106
+ | No log | 1.2941 | 110 | 0.5495 | 0.5639 | 0.5495 | 0.7413 |
107
+ | No log | 1.3176 | 112 | 0.5520 | 0.5845 | 0.5520 | 0.7430 |
108
+ | No log | 1.3412 | 114 | 0.5555 | 0.5974 | 0.5555 | 0.7453 |
109
+ | No log | 1.3647 | 116 | 0.5810 | 0.6298 | 0.5810 | 0.7622 |
110
+ | No log | 1.3882 | 118 | 0.6579 | 0.4744 | 0.6579 | 0.8111 |
111
+ | No log | 1.4118 | 120 | 0.6446 | 0.4501 | 0.6446 | 0.8029 |
112
+ | No log | 1.4353 | 122 | 0.5855 | 0.6307 | 0.5855 | 0.7652 |
113
+ | No log | 1.4588 | 124 | 0.8142 | 0.4946 | 0.8142 | 0.9023 |
114
+ | No log | 1.4824 | 126 | 0.9806 | 0.5263 | 0.9806 | 0.9902 |
115
+ | No log | 1.5059 | 128 | 0.7851 | 0.4548 | 0.7851 | 0.8860 |
116
+ | No log | 1.5294 | 130 | 0.5460 | 0.5758 | 0.5460 | 0.7389 |
117
+ | No log | 1.5529 | 132 | 0.4763 | 0.5739 | 0.4763 | 0.6901 |
118
+ | No log | 1.5765 | 134 | 0.5408 | 0.5636 | 0.5408 | 0.7354 |
119
+ | No log | 1.6 | 136 | 0.6041 | 0.4851 | 0.6041 | 0.7772 |
120
+ | No log | 1.6235 | 138 | 0.5448 | 0.5014 | 0.5448 | 0.7381 |
121
+ | No log | 1.6471 | 140 | 0.4954 | 0.5472 | 0.4954 | 0.7038 |
122
+ | No log | 1.6706 | 142 | 0.5279 | 0.5141 | 0.5279 | 0.7265 |
123
+ | No log | 1.6941 | 144 | 0.5146 | 0.4526 | 0.5146 | 0.7174 |
124
+ | No log | 1.7176 | 146 | 0.4866 | 0.5405 | 0.4866 | 0.6976 |
125
+ | No log | 1.7412 | 148 | 0.4649 | 0.6530 | 0.4649 | 0.6818 |
126
+ | No log | 1.7647 | 150 | 0.4406 | 0.5801 | 0.4406 | 0.6638 |
127
+ | No log | 1.7882 | 152 | 0.4872 | 0.5736 | 0.4872 | 0.6980 |
128
+ | No log | 1.8118 | 154 | 0.5907 | 0.5709 | 0.5907 | 0.7686 |
129
+ | No log | 1.8353 | 156 | 0.5705 | 0.5632 | 0.5705 | 0.7553 |
130
+ | No log | 1.8588 | 158 | 0.4774 | 0.6633 | 0.4774 | 0.6909 |
131
+ | No log | 1.8824 | 160 | 0.4871 | 0.6516 | 0.4871 | 0.6979 |
132
+ | No log | 1.9059 | 162 | 0.5612 | 0.5752 | 0.5612 | 0.7492 |
133
+ | No log | 1.9294 | 164 | 0.6264 | 0.5382 | 0.6264 | 0.7915 |
134
+ | No log | 1.9529 | 166 | 0.4990 | 0.5642 | 0.4990 | 0.7064 |
135
+ | No log | 1.9765 | 168 | 0.4460 | 0.5587 | 0.4460 | 0.6678 |
136
+ | No log | 2.0 | 170 | 0.4642 | 0.5867 | 0.4642 | 0.6813 |
137
+ | No log | 2.0235 | 172 | 0.4684 | 0.6087 | 0.4684 | 0.6844 |
138
+ | No log | 2.0471 | 174 | 0.4678 | 0.6007 | 0.4678 | 0.6839 |
139
+ | No log | 2.0706 | 176 | 0.5042 | 0.6036 | 0.5042 | 0.7101 |
140
+ | No log | 2.0941 | 178 | 0.4885 | 0.6356 | 0.4885 | 0.6989 |
141
+ | No log | 2.1176 | 180 | 0.5230 | 0.5649 | 0.5230 | 0.7232 |
142
+ | No log | 2.1412 | 182 | 0.4876 | 0.6356 | 0.4876 | 0.6983 |
143
+ | No log | 2.1647 | 184 | 0.4684 | 0.6609 | 0.4684 | 0.6844 |
144
+ | No log | 2.1882 | 186 | 0.6243 | 0.5024 | 0.6243 | 0.7901 |
145
+ | No log | 2.2118 | 188 | 0.7646 | 0.4496 | 0.7646 | 0.8744 |
146
+ | No log | 2.2353 | 190 | 0.6308 | 0.4949 | 0.6308 | 0.7942 |
147
+ | No log | 2.2588 | 192 | 0.5838 | 0.5431 | 0.5838 | 0.7640 |
148
+ | No log | 2.2824 | 194 | 0.4896 | 0.5979 | 0.4896 | 0.6997 |
149
+ | No log | 2.3059 | 196 | 0.5074 | 0.6247 | 0.5074 | 0.7124 |
150
+ | No log | 2.3294 | 198 | 0.4879 | 0.5719 | 0.4879 | 0.6985 |
151
+ | No log | 2.3529 | 200 | 0.4880 | 0.5485 | 0.4880 | 0.6986 |
152
+ | No log | 2.3765 | 202 | 0.5224 | 0.5252 | 0.5224 | 0.7228 |
153
+ | No log | 2.4 | 204 | 0.5093 | 0.5209 | 0.5093 | 0.7137 |
154
+ | No log | 2.4235 | 206 | 0.5136 | 0.5111 | 0.5136 | 0.7166 |
155
+ | No log | 2.4471 | 208 | 0.4905 | 0.5209 | 0.4905 | 0.7003 |
156
+ | No log | 2.4706 | 210 | 0.4898 | 0.5836 | 0.4898 | 0.6998 |
157
+ | No log | 2.4941 | 212 | 0.4708 | 0.5868 | 0.4708 | 0.6861 |
158
+ | No log | 2.5176 | 214 | 0.4693 | 0.5868 | 0.4693 | 0.6851 |
159
+ | No log | 2.5412 | 216 | 0.4723 | 0.5567 | 0.4723 | 0.6872 |
160
+ | No log | 2.5647 | 218 | 0.4802 | 0.5647 | 0.4802 | 0.6930 |
161
+ | No log | 2.5882 | 220 | 0.5354 | 0.5697 | 0.5354 | 0.7317 |
162
+ | No log | 2.6118 | 222 | 0.6115 | 0.5562 | 0.6115 | 0.7820 |
163
+ | No log | 2.6353 | 224 | 0.6825 | 0.4597 | 0.6825 | 0.8261 |
164
+ | No log | 2.6588 | 226 | 0.6837 | 0.4180 | 0.6837 | 0.8268 |
165
+ | No log | 2.6824 | 228 | 0.6192 | 0.5107 | 0.6192 | 0.7869 |
166
+ | No log | 2.7059 | 230 | 0.5259 | 0.5086 | 0.5259 | 0.7252 |
167
+ | No log | 2.7294 | 232 | 0.5122 | 0.5177 | 0.5122 | 0.7157 |
168
+ | No log | 2.7529 | 234 | 0.5710 | 0.5523 | 0.5710 | 0.7557 |
169
+ | No log | 2.7765 | 236 | 0.6487 | 0.5065 | 0.6487 | 0.8054 |
170
+ | No log | 2.8 | 238 | 0.5694 | 0.4964 | 0.5694 | 0.7546 |
171
+ | No log | 2.8235 | 240 | 0.5337 | 0.4684 | 0.5337 | 0.7305 |
172
+ | No log | 2.8471 | 242 | 0.5259 | 0.4902 | 0.5259 | 0.7252 |
173
+ | No log | 2.8706 | 244 | 0.5388 | 0.4968 | 0.5388 | 0.7341 |
174
+ | No log | 2.8941 | 246 | 0.5181 | 0.5182 | 0.5181 | 0.7198 |
175
+ | No log | 2.9176 | 248 | 0.5752 | 0.4898 | 0.5752 | 0.7584 |
176
+ | No log | 2.9412 | 250 | 0.6390 | 0.5085 | 0.6390 | 0.7994 |
177
+ | No log | 2.9647 | 252 | 0.6183 | 0.4582 | 0.6183 | 0.7863 |
178
+ | No log | 2.9882 | 254 | 0.5561 | 0.4243 | 0.5561 | 0.7457 |
179
+ | No log | 3.0118 | 256 | 0.5386 | 0.4879 | 0.5386 | 0.7339 |
180
+ | No log | 3.0353 | 258 | 0.5237 | 0.4238 | 0.5237 | 0.7237 |
181
+ | No log | 3.0588 | 260 | 0.5206 | 0.4001 | 0.5206 | 0.7215 |
182
+ | No log | 3.0824 | 262 | 0.5238 | 0.5111 | 0.5238 | 0.7237 |
183
+ | No log | 3.1059 | 264 | 0.5325 | 0.5063 | 0.5325 | 0.7297 |
184
+ | No log | 3.1294 | 266 | 0.5102 | 0.5209 | 0.5102 | 0.7143 |
185
+ | No log | 3.1529 | 268 | 0.4728 | 0.5836 | 0.4728 | 0.6876 |
186
+ | No log | 3.1765 | 270 | 0.4695 | 0.5798 | 0.4695 | 0.6852 |
187
+ | No log | 3.2 | 272 | 0.4814 | 0.5918 | 0.4814 | 0.6938 |
188
+ | No log | 3.2235 | 274 | 0.4967 | 0.5895 | 0.4967 | 0.7048 |
189
+ | No log | 3.2471 | 276 | 0.5159 | 0.6182 | 0.5159 | 0.7183 |
190
+ | No log | 3.2706 | 278 | 0.5582 | 0.5315 | 0.5582 | 0.7471 |
191
+ | No log | 3.2941 | 280 | 0.5851 | 0.5331 | 0.5851 | 0.7649 |
192
+ | No log | 3.3176 | 282 | 0.5161 | 0.5265 | 0.5161 | 0.7184 |
193
+ | No log | 3.3412 | 284 | 0.5046 | 0.4768 | 0.5046 | 0.7103 |
194
+ | No log | 3.3647 | 286 | 0.5098 | 0.4515 | 0.5098 | 0.7140 |
195
+ | No log | 3.3882 | 288 | 0.5315 | 0.4211 | 0.5315 | 0.7290 |
196
+ | No log | 3.4118 | 290 | 0.5837 | 0.5208 | 0.5837 | 0.7640 |
197
+ | No log | 3.4353 | 292 | 0.5459 | 0.4429 | 0.5459 | 0.7389 |
198
+ | No log | 3.4588 | 294 | 0.5246 | 0.5326 | 0.5246 | 0.7243 |
199
+ | No log | 3.4824 | 296 | 0.5401 | 0.5214 | 0.5401 | 0.7349 |
200
+ | No log | 3.5059 | 298 | 0.5285 | 0.5214 | 0.5285 | 0.7269 |
201
+ | No log | 3.5294 | 300 | 0.5192 | 0.6060 | 0.5192 | 0.7206 |
202
+ | No log | 3.5529 | 302 | 0.5332 | 0.5634 | 0.5332 | 0.7302 |
203
+ | No log | 3.5765 | 304 | 0.5467 | 0.6265 | 0.5467 | 0.7394 |
204
+ | No log | 3.6 | 306 | 0.6337 | 0.5336 | 0.6337 | 0.7961 |
205
+ | No log | 3.6235 | 308 | 0.6898 | 0.4775 | 0.6898 | 0.8306 |
206
+ | No log | 3.6471 | 310 | 0.6928 | 0.4222 | 0.6928 | 0.8324 |
207
+ | No log | 3.6706 | 312 | 0.7088 | 0.3645 | 0.7088 | 0.8419 |
208
+ | No log | 3.6941 | 314 | 0.5874 | 0.5177 | 0.5874 | 0.7664 |
209
+ | No log | 3.7176 | 316 | 0.5387 | 0.5749 | 0.5387 | 0.7340 |
210
+ | No log | 3.7412 | 318 | 0.5351 | 0.5749 | 0.5351 | 0.7315 |
211
+ | No log | 3.7647 | 320 | 0.5728 | 0.5254 | 0.5728 | 0.7568 |
212
+ | No log | 3.7882 | 322 | 0.5853 | 0.5528 | 0.5853 | 0.7650 |
213
+ | No log | 3.8118 | 324 | 0.5821 | 0.5745 | 0.5821 | 0.7629 |
214
+ | No log | 3.8353 | 326 | 0.5679 | 0.5956 | 0.5679 | 0.7536 |
215
+ | No log | 3.8588 | 328 | 0.5611 | 0.5815 | 0.5611 | 0.7491 |
216
+ | No log | 3.8824 | 330 | 0.5566 | 0.4964 | 0.5566 | 0.7460 |
217
+ | No log | 3.9059 | 332 | 0.6090 | 0.5275 | 0.6090 | 0.7804 |
218
+ | No log | 3.9294 | 334 | 0.7144 | 0.4304 | 0.7144 | 0.8452 |
219
+ | No log | 3.9529 | 336 | 0.6646 | 0.4199 | 0.6646 | 0.8152 |
220
+ | No log | 3.9765 | 338 | 0.5672 | 0.5720 | 0.5672 | 0.7531 |
221
+ | No log | 4.0 | 340 | 0.5063 | 0.5467 | 0.5063 | 0.7115 |
222
+ | No log | 4.0235 | 342 | 0.5031 | 0.5467 | 0.5031 | 0.7093 |
223
+ | No log | 4.0471 | 344 | 0.5317 | 0.5448 | 0.5317 | 0.7292 |
224
+ | No log | 4.0706 | 346 | 0.5564 | 0.5622 | 0.5564 | 0.7459 |
225
+ | No log | 4.0941 | 348 | 0.5259 | 0.5752 | 0.5259 | 0.7252 |
226
+ | No log | 4.1176 | 350 | 0.5242 | 0.5549 | 0.5242 | 0.7240 |
227
+ | No log | 4.1412 | 352 | 0.5352 | 0.5912 | 0.5352 | 0.7316 |
228
+ | No log | 4.1647 | 354 | 0.5766 | 0.5712 | 0.5766 | 0.7593 |
229
+ | No log | 4.1882 | 356 | 0.5460 | 0.6067 | 0.5460 | 0.7389 |
230
+ | No log | 4.2118 | 358 | 0.5251 | 0.5361 | 0.5251 | 0.7247 |
231
+ | No log | 4.2353 | 360 | 0.5587 | 0.5117 | 0.5587 | 0.7475 |
232
+ | No log | 4.2588 | 362 | 0.5206 | 0.5208 | 0.5206 | 0.7215 |
233
+ | No log | 4.2824 | 364 | 0.5184 | 0.5485 | 0.5184 | 0.7200 |
234
+ | No log | 4.3059 | 366 | 0.6378 | 0.5042 | 0.6378 | 0.7986 |
235
+ | No log | 4.3294 | 368 | 0.7327 | 0.4183 | 0.7327 | 0.8560 |
236
+ | No log | 4.3529 | 370 | 0.6830 | 0.4805 | 0.6830 | 0.8265 |
237
+ | No log | 4.3765 | 372 | 0.5860 | 0.5639 | 0.5860 | 0.7655 |
238
+ | No log | 4.4 | 374 | 0.5102 | 0.5819 | 0.5102 | 0.7143 |
239
+ | No log | 4.4235 | 376 | 0.5119 | 0.4990 | 0.5119 | 0.7155 |
240
+ | No log | 4.4471 | 378 | 0.5166 | 0.5171 | 0.5166 | 0.7188 |
241
+ | No log | 4.4706 | 380 | 0.4972 | 0.5782 | 0.4972 | 0.7051 |
242
+ | No log | 4.4941 | 382 | 0.5234 | 0.5752 | 0.5234 | 0.7234 |
243
+ | No log | 4.5176 | 384 | 0.6379 | 0.4893 | 0.6379 | 0.7987 |
244
+ | No log | 4.5412 | 386 | 0.7825 | 0.4183 | 0.7825 | 0.8846 |
245
+ | No log | 4.5647 | 388 | 0.7633 | 0.4039 | 0.7633 | 0.8737 |
246
+ | No log | 4.5882 | 390 | 0.6380 | 0.4887 | 0.6380 | 0.7987 |
247
+ | No log | 4.6118 | 392 | 0.4982 | 0.5715 | 0.4982 | 0.7059 |
248
+ | No log | 4.6353 | 394 | 0.4741 | 0.6017 | 0.4741 | 0.6885 |
249
+ | No log | 4.6588 | 396 | 0.5123 | 0.6223 | 0.5123 | 0.7158 |
250
+ | No log | 4.6824 | 398 | 0.5390 | 0.5855 | 0.5390 | 0.7342 |
251
+ | No log | 4.7059 | 400 | 0.5452 | 0.5657 | 0.5452 | 0.7384 |
252
+ | No log | 4.7294 | 402 | 0.5591 | 0.5584 | 0.5591 | 0.7477 |
253
+ | No log | 4.7529 | 404 | 0.5083 | 0.5714 | 0.5083 | 0.7130 |
254
+ | No log | 4.7765 | 406 | 0.5091 | 0.5715 | 0.5091 | 0.7135 |
255
+ | No log | 4.8 | 408 | 0.5761 | 0.4684 | 0.5761 | 0.7590 |
256
+ | No log | 4.8235 | 410 | 0.6061 | 0.3843 | 0.6061 | 0.7785 |
257
+ | No log | 4.8471 | 412 | 0.5805 | 0.4502 | 0.5805 | 0.7619 |
258
+ | No log | 4.8706 | 414 | 0.5400 | 0.4867 | 0.5400 | 0.7348 |
259
+ | No log | 4.8941 | 416 | 0.5155 | 0.5131 | 0.5155 | 0.7180 |
260
+ | No log | 4.9176 | 418 | 0.4995 | 0.5386 | 0.4995 | 0.7068 |
261
+ | No log | 4.9412 | 420 | 0.5196 | 0.5655 | 0.5196 | 0.7208 |
262
+ | No log | 4.9647 | 422 | 0.5141 | 0.5655 | 0.5141 | 0.7170 |
263
+ | No log | 4.9882 | 424 | 0.4754 | 0.6024 | 0.4754 | 0.6895 |
264
+ | No log | 5.0118 | 426 | 0.4892 | 0.6884 | 0.4892 | 0.6995 |
265
+ | No log | 5.0353 | 428 | 0.4681 | 0.6579 | 0.4681 | 0.6842 |
266
+ | No log | 5.0588 | 430 | 0.4605 | 0.6293 | 0.4605 | 0.6786 |
267
+ | No log | 5.0824 | 432 | 0.4802 | 0.6293 | 0.4802 | 0.6930 |
268
+ | No log | 5.1059 | 434 | 0.5500 | 0.5237 | 0.5500 | 0.7416 |
269
+ | No log | 5.1294 | 436 | 0.5966 | 0.4759 | 0.5966 | 0.7724 |
270
+ | No log | 5.1529 | 438 | 0.6323 | 0.4385 | 0.6323 | 0.7952 |
271
+ | No log | 5.1765 | 440 | 0.6979 | 0.4468 | 0.6979 | 0.8354 |
272
+ | No log | 5.2 | 442 | 0.7914 | 0.3747 | 0.7914 | 0.8896 |
273
+ | No log | 5.2235 | 444 | 0.7628 | 0.4070 | 0.7628 | 0.8734 |
274
+ | No log | 5.2471 | 446 | 0.6590 | 0.4468 | 0.6590 | 0.8118 |
275
+ | No log | 5.2706 | 448 | 0.6571 | 0.4812 | 0.6571 | 0.8106 |
276
+ | No log | 5.2941 | 450 | 0.6548 | 0.4684 | 0.6548 | 0.8092 |
277
+ | No log | 5.3176 | 452 | 0.6207 | 0.4755 | 0.6207 | 0.7878 |
278
+ | No log | 5.3412 | 454 | 0.5366 | 0.6067 | 0.5366 | 0.7325 |
279
+ | No log | 5.3647 | 456 | 0.4848 | 0.5955 | 0.4848 | 0.6963 |
280
+ | No log | 5.3882 | 458 | 0.4792 | 0.6186 | 0.4792 | 0.6923 |
281
+ | No log | 5.4118 | 460 | 0.4903 | 0.6289 | 0.4903 | 0.7002 |
282
+ | No log | 5.4353 | 462 | 0.4965 | 0.5852 | 0.4965 | 0.7046 |
283
+ | No log | 5.4588 | 464 | 0.5235 | 0.4855 | 0.5235 | 0.7235 |
284
+ | No log | 5.4824 | 466 | 0.5316 | 0.5271 | 0.5316 | 0.7291 |
285
+ | No log | 5.5059 | 468 | 0.5177 | 0.5081 | 0.5177 | 0.7195 |
286
+ | No log | 5.5294 | 470 | 0.5114 | 0.5267 | 0.5114 | 0.7151 |
287
+ | No log | 5.5529 | 472 | 0.4996 | 0.5189 | 0.4996 | 0.7068 |
288
+ | No log | 5.5765 | 474 | 0.5012 | 0.6553 | 0.5012 | 0.7080 |
289
+ | No log | 5.6 | 476 | 0.5176 | 0.6914 | 0.5176 | 0.7195 |
290
+ | No log | 5.6235 | 478 | 0.5375 | 0.6613 | 0.5375 | 0.7332 |
291
+ | No log | 5.6471 | 480 | 0.5767 | 0.4987 | 0.5767 | 0.7594 |
292
+ | No log | 5.6706 | 482 | 0.5751 | 0.4309 | 0.5751 | 0.7584 |
293
+ | No log | 5.6941 | 484 | 0.5045 | 0.6047 | 0.5045 | 0.7103 |
294
+ | No log | 5.7176 | 486 | 0.4705 | 0.6530 | 0.4705 | 0.6859 |
295
+ | No log | 5.7412 | 488 | 0.6057 | 0.4315 | 0.6057 | 0.7783 |
296
+ | No log | 5.7647 | 490 | 0.7133 | 0.4114 | 0.7133 | 0.8446 |
297
+ | No log | 5.7882 | 492 | 0.6644 | 0.4315 | 0.6644 | 0.8151 |
298
+ | No log | 5.8118 | 494 | 0.5481 | 0.5497 | 0.5481 | 0.7403 |
299
+ | No log | 5.8353 | 496 | 0.4822 | 0.5868 | 0.4822 | 0.6944 |
300
+ | No log | 5.8588 | 498 | 0.4867 | 0.5475 | 0.4867 | 0.6977 |
301
+ | 0.3238 | 5.8824 | 500 | 0.5029 | 0.5356 | 0.5029 | 0.7092 |
302
+ | 0.3238 | 5.9059 | 502 | 0.4944 | 0.6154 | 0.4944 | 0.7031 |
303
+ | 0.3238 | 5.9294 | 504 | 0.4950 | 0.6052 | 0.4950 | 0.7036 |
304
+ | 0.3238 | 5.9529 | 506 | 0.5009 | 0.5845 | 0.5009 | 0.7078 |
305
+ | 0.3238 | 5.9765 | 508 | 0.5150 | 0.6025 | 0.5150 | 0.7176 |
306
+ | 0.3238 | 6.0 | 510 | 0.5634 | 0.5568 | 0.5634 | 0.7506 |
307
+ | 0.3238 | 6.0235 | 512 | 0.5590 | 0.5166 | 0.5590 | 0.7477 |
308
+ | 0.3238 | 6.0471 | 514 | 0.5385 | 0.6067 | 0.5385 | 0.7338 |
309
+ | 0.3238 | 6.0706 | 516 | 0.5477 | 0.5560 | 0.5477 | 0.7401 |
310
+ | 0.3238 | 6.0941 | 518 | 0.5614 | 0.5528 | 0.5614 | 0.7493 |
311
+ | 0.3238 | 6.1176 | 520 | 0.5427 | 0.5957 | 0.5427 | 0.7367 |
312
+ | 0.3238 | 6.1412 | 522 | 0.4929 | 0.6348 | 0.4929 | 0.7020 |
313
+ | 0.3238 | 6.1647 | 524 | 0.5218 | 0.5933 | 0.5218 | 0.7224 |
314
+ | 0.3238 | 6.1882 | 526 | 0.5469 | 0.5161 | 0.5469 | 0.7396 |
315
+ | 0.3238 | 6.2118 | 528 | 0.5271 | 0.5933 | 0.5271 | 0.7260 |
316
+ | 0.3238 | 6.2353 | 530 | 0.4855 | 0.5649 | 0.4855 | 0.6968 |
317
+ | 0.3238 | 6.2588 | 532 | 0.4671 | 0.6335 | 0.4671 | 0.6835 |
318
+ | 0.3238 | 6.2824 | 534 | 0.4649 | 0.6335 | 0.4649 | 0.6818 |
319
+ | 0.3238 | 6.3059 | 536 | 0.4602 | 0.6200 | 0.4602 | 0.6784 |
320
+ | 0.3238 | 6.3294 | 538 | 0.4660 | 0.5995 | 0.4660 | 0.6826 |
321
+ | 0.3238 | 6.3529 | 540 | 0.4999 | 0.6004 | 0.4999 | 0.7070 |
322
+ | 0.3238 | 6.3765 | 542 | 0.5262 | 0.6214 | 0.5262 | 0.7254 |
323
+ | 0.3238 | 6.4 | 544 | 0.4988 | 0.6025 | 0.4988 | 0.7062 |
324
+ | 0.3238 | 6.4235 | 546 | 0.4823 | 0.6214 | 0.4823 | 0.6945 |
325
+ | 0.3238 | 6.4471 | 548 | 0.4839 | 0.6251 | 0.4839 | 0.6956 |
326
+ | 0.3238 | 6.4706 | 550 | 0.4804 | 0.6317 | 0.4804 | 0.6931 |
327
+ | 0.3238 | 6.4941 | 552 | 0.4842 | 0.6757 | 0.4842 | 0.6958 |
328
+ | 0.3238 | 6.5176 | 554 | 0.5038 | 0.6295 | 0.5038 | 0.7098 |
329
+ | 0.3238 | 6.5412 | 556 | 0.4723 | 0.6757 | 0.4723 | 0.6873 |
330
+ | 0.3238 | 6.5647 | 558 | 0.5080 | 0.5980 | 0.5080 | 0.7127 |
331
+ | 0.3238 | 6.5882 | 560 | 0.6012 | 0.5308 | 0.6012 | 0.7754 |
332
+ | 0.3238 | 6.6118 | 562 | 0.7049 | 0.4684 | 0.7049 | 0.8396 |
333
+ | 0.3238 | 6.6353 | 564 | 0.6928 | 0.4614 | 0.6928 | 0.8324 |
334
+ | 0.3238 | 6.6588 | 566 | 0.6464 | 0.4819 | 0.6464 | 0.8040 |
335
+ | 0.3238 | 6.6824 | 568 | 0.5717 | 0.4979 | 0.5717 | 0.7561 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
336
 
337
 
338
  ### Framework versions