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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k10_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_B_usingWellWrittenEssays_FineTuningAraBERT_run999_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_run999_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: 0.6299
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- - Qwk: 0.4134
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- - Mse: 0.6299
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- - Rmse: 0.7937
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  ## Model description
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@@ -47,517 +47,266 @@ 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 | 0.0690 | 2 | 2.7274 | -0.0651 | 2.7274 | 1.6515 |
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- | No log | 0.1379 | 4 | 1.2037 | 0.0979 | 1.2037 | 1.0972 |
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- | No log | 0.2069 | 6 | 0.7479 | 0.0444 | 0.7479 | 0.8648 |
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- | No log | 0.2759 | 8 | 0.7532 | 0.2751 | 0.7532 | 0.8679 |
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- | No log | 0.3448 | 10 | 0.7685 | 0.1972 | 0.7685 | 0.8767 |
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- | No log | 0.4138 | 12 | 0.8144 | 0.2817 | 0.8144 | 0.9024 |
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- | No log | 0.4828 | 14 | 0.7184 | 0.0717 | 0.7184 | 0.8476 |
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- | No log | 0.5517 | 16 | 0.7505 | 0.1754 | 0.7505 | 0.8663 |
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- | No log | 0.6207 | 18 | 0.6642 | 0.0893 | 0.6642 | 0.8150 |
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- | No log | 0.6897 | 20 | 0.6409 | 0.1272 | 0.6409 | 0.8005 |
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- | No log | 0.7586 | 22 | 0.6734 | 0.2430 | 0.6734 | 0.8206 |
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- | No log | 0.8276 | 24 | 0.7323 | 0.3827 | 0.7323 | 0.8557 |
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- | No log | 0.8966 | 26 | 0.6717 | 0.3616 | 0.6717 | 0.8196 |
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- | No log | 0.9655 | 28 | 0.5951 | 0.3894 | 0.5951 | 0.7714 |
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- | No log | 1.0345 | 30 | 0.9784 | 0.3636 | 0.9784 | 0.9892 |
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- | No log | 1.1034 | 32 | 1.0196 | 0.4013 | 1.0196 | 1.0098 |
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- | No log | 1.1724 | 34 | 0.6689 | 0.4959 | 0.6689 | 0.8179 |
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- | No log | 1.2414 | 36 | 0.5949 | 0.3396 | 0.5949 | 0.7713 |
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- | No log | 1.3103 | 38 | 0.5993 | 0.3563 | 0.5993 | 0.7741 |
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- | No log | 1.3793 | 40 | 0.6286 | 0.4610 | 0.6286 | 0.7928 |
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- | No log | 1.4483 | 42 | 0.6001 | 0.4412 | 0.6001 | 0.7747 |
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- | No log | 1.5172 | 44 | 0.5697 | 0.3915 | 0.5697 | 0.7548 |
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- | No log | 1.5862 | 46 | 0.6062 | 0.4451 | 0.6062 | 0.7786 |
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- | No log | 1.6552 | 48 | 0.6550 | 0.4911 | 0.6550 | 0.8093 |
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- | No log | 1.7241 | 50 | 0.6490 | 0.3883 | 0.6490 | 0.8056 |
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- | No log | 1.7931 | 52 | 0.6763 | 0.3739 | 0.6763 | 0.8224 |
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- | No log | 1.8621 | 54 | 0.6891 | 0.3946 | 0.6891 | 0.8301 |
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- | No log | 1.9310 | 56 | 0.6407 | 0.4300 | 0.6407 | 0.8005 |
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- | No log | 2.0 | 58 | 0.7258 | 0.4587 | 0.7258 | 0.8520 |
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- | No log | 2.0690 | 60 | 0.6957 | 0.4023 | 0.6957 | 0.8341 |
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- | No log | 2.1379 | 62 | 0.7478 | 0.4334 | 0.7478 | 0.8648 |
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- | No log | 2.2069 | 64 | 0.6703 | 0.4740 | 0.6703 | 0.8187 |
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- | No log | 2.2759 | 66 | 0.6576 | 0.4526 | 0.6576 | 0.8109 |
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- | No log | 2.3448 | 68 | 0.6662 | 0.4315 | 0.6662 | 0.8162 |
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- | No log | 2.4138 | 70 | 0.5993 | 0.4495 | 0.5993 | 0.7741 |
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- | No log | 2.4828 | 72 | 0.6256 | 0.4576 | 0.6256 | 0.7910 |
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- | No log | 2.5517 | 74 | 0.6362 | 0.4167 | 0.6362 | 0.7976 |
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- | No log | 2.6207 | 76 | 0.5934 | 0.4902 | 0.5934 | 0.7703 |
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- | No log | 2.6897 | 78 | 0.6095 | 0.2708 | 0.6095 | 0.7807 |
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- | No log | 2.7586 | 80 | 0.5575 | 0.4724 | 0.5575 | 0.7467 |
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- | No log | 2.8276 | 82 | 0.5544 | 0.5555 | 0.5544 | 0.7446 |
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- | No log | 2.8966 | 84 | 0.5330 | 0.4839 | 0.5330 | 0.7301 |
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- | No log | 2.9655 | 86 | 0.5564 | 0.5782 | 0.5564 | 0.7459 |
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- | No log | 3.0345 | 88 | 0.5659 | 0.5939 | 0.5659 | 0.7522 |
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- | No log | 3.1034 | 90 | 0.5757 | 0.5491 | 0.5757 | 0.7587 |
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- | No log | 3.1724 | 92 | 0.5760 | 0.4777 | 0.5760 | 0.7590 |
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- | No log | 3.2414 | 94 | 0.5431 | 0.5915 | 0.5431 | 0.7370 |
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- | No log | 3.3103 | 96 | 0.5793 | 0.5250 | 0.5793 | 0.7611 |
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- | No log | 3.3793 | 98 | 0.6066 | 0.4694 | 0.6066 | 0.7789 |
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- | No log | 3.4483 | 100 | 0.5503 | 0.4575 | 0.5503 | 0.7418 |
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- | No log | 3.5172 | 102 | 0.6631 | 0.4755 | 0.6631 | 0.8143 |
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- | No log | 3.5862 | 104 | 0.6325 | 0.4966 | 0.6325 | 0.7953 |
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- | No log | 3.6552 | 106 | 0.5411 | 0.4942 | 0.5411 | 0.7356 |
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- | No log | 3.7241 | 108 | 0.6714 | 0.4943 | 0.6714 | 0.8194 |
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- | No log | 3.7931 | 110 | 0.6324 | 0.4868 | 0.6324 | 0.7953 |
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- | No log | 3.8621 | 112 | 0.5179 | 0.5373 | 0.5179 | 0.7197 |
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- | No log | 3.9310 | 114 | 0.5056 | 0.4904 | 0.5056 | 0.7111 |
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- | No log | 4.0 | 116 | 0.5637 | 0.5721 | 0.5637 | 0.7508 |
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- | No log | 4.0690 | 118 | 0.5700 | 0.5721 | 0.5700 | 0.7550 |
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- | No log | 4.1379 | 120 | 0.4869 | 0.5143 | 0.4869 | 0.6978 |
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- | No log | 4.2069 | 122 | 0.4750 | 0.5492 | 0.4750 | 0.6892 |
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- | No log | 4.2759 | 124 | 0.4844 | 0.5868 | 0.4844 | 0.6960 |
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- | No log | 4.3448 | 126 | 0.4907 | 0.5399 | 0.4907 | 0.7005 |
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- | No log | 4.4138 | 128 | 0.5219 | 0.5498 | 0.5219 | 0.7225 |
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- | No log | 4.4828 | 130 | 0.4971 | 0.5663 | 0.4971 | 0.7051 |
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- | No log | 4.5517 | 132 | 0.5686 | 0.5570 | 0.5686 | 0.7541 |
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- | No log | 4.6207 | 134 | 0.6874 | 0.4438 | 0.6874 | 0.8291 |
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- | No log | 4.6897 | 136 | 0.6432 | 0.5435 | 0.6432 | 0.8020 |
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- | No log | 4.7586 | 138 | 0.5307 | 0.4617 | 0.5307 | 0.7285 |
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- | No log | 4.8276 | 140 | 0.5341 | 0.4858 | 0.5341 | 0.7308 |
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- | No log | 4.8966 | 142 | 0.5220 | 0.4904 | 0.5220 | 0.7225 |
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- | No log | 4.9655 | 144 | 0.5252 | 0.4953 | 0.5252 | 0.7247 |
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- | No log | 5.0345 | 146 | 0.5534 | 0.4726 | 0.5534 | 0.7439 |
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- | No log | 5.1034 | 148 | 0.6302 | 0.4749 | 0.6302 | 0.7938 |
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- | No log | 5.1724 | 150 | 0.5789 | 0.4270 | 0.5789 | 0.7609 |
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- | No log | 5.2414 | 152 | 0.5254 | 0.4768 | 0.5254 | 0.7248 |
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- | No log | 5.3103 | 154 | 0.5376 | 0.4991 | 0.5376 | 0.7332 |
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- | No log | 5.3793 | 156 | 0.5794 | 0.5283 | 0.5794 | 0.7612 |
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- | No log | 5.4483 | 158 | 0.6924 | 0.5702 | 0.6924 | 0.8321 |
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- | No log | 5.5172 | 160 | 0.6580 | 0.5334 | 0.6580 | 0.8112 |
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- | No log | 5.5862 | 162 | 0.5462 | 0.4762 | 0.5462 | 0.7390 |
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- | No log | 5.6552 | 164 | 0.5693 | 0.4964 | 0.5693 | 0.7545 |
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- | No log | 5.7241 | 166 | 0.7286 | 0.4925 | 0.7286 | 0.8536 |
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- | No log | 5.7931 | 168 | 0.7323 | 0.4925 | 0.7323 | 0.8557 |
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- | No log | 5.8621 | 170 | 0.6369 | 0.4473 | 0.6369 | 0.7980 |
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- | No log | 5.9310 | 172 | 0.6022 | 0.4147 | 0.6022 | 0.7760 |
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- | No log | 6.0 | 174 | 0.5831 | 0.3603 | 0.5831 | 0.7636 |
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- | No log | 6.0690 | 176 | 0.6062 | 0.3810 | 0.6062 | 0.7786 |
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- | No log | 6.1379 | 178 | 0.5912 | 0.3603 | 0.5912 | 0.7689 |
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- | No log | 6.2069 | 180 | 0.6133 | 0.3088 | 0.6133 | 0.7832 |
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- | No log | 6.2759 | 182 | 0.6004 | 0.3452 | 0.6004 | 0.7748 |
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- | No log | 6.3448 | 184 | 0.5868 | 0.3886 | 0.5868 | 0.7660 |
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- | No log | 6.4138 | 186 | 0.7124 | 0.4770 | 0.7124 | 0.8440 |
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- | No log | 6.4828 | 188 | 0.7983 | 0.4484 | 0.7983 | 0.8935 |
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- | No log | 6.5517 | 190 | 0.7122 | 0.5280 | 0.7122 | 0.8439 |
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- | No log | 6.6207 | 192 | 0.5832 | 0.4 | 0.5832 | 0.7636 |
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- | No log | 6.6897 | 194 | 0.5755 | 0.4091 | 0.5755 | 0.7586 |
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- | No log | 6.7586 | 196 | 0.6045 | 0.4473 | 0.6045 | 0.7775 |
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- | No log | 6.8276 | 198 | 0.5827 | 0.4914 | 0.5827 | 0.7633 |
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- | No log | 6.8966 | 200 | 0.5911 | 0.5399 | 0.5911 | 0.7689 |
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- | No log | 6.9655 | 202 | 0.6522 | 0.4898 | 0.6522 | 0.8076 |
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- | No log | 7.0345 | 204 | 0.6030 | 0.5399 | 0.6030 | 0.7765 |
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- | No log | 7.1034 | 206 | 0.5505 | 0.4801 | 0.5505 | 0.7420 |
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- | No log | 7.1724 | 208 | 0.5794 | 0.5452 | 0.5794 | 0.7612 |
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- | No log | 7.2414 | 210 | 0.5579 | 0.5560 | 0.5579 | 0.7470 |
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- | No log | 7.3103 | 212 | 0.5221 | 0.4423 | 0.5221 | 0.7226 |
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- | No log | 7.3793 | 214 | 0.5662 | 0.4536 | 0.5662 | 0.7525 |
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- | No log | 7.4483 | 216 | 0.6242 | 0.5393 | 0.6242 | 0.7901 |
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- | No log | 7.5172 | 218 | 0.5854 | 0.5298 | 0.5854 | 0.7651 |
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- | No log | 7.5862 | 220 | 0.5287 | 0.4734 | 0.5287 | 0.7271 |
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- | No log | 7.6552 | 222 | 0.5573 | 0.5845 | 0.5573 | 0.7466 |
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- | No log | 7.7241 | 224 | 0.5652 | 0.5758 | 0.5652 | 0.7518 |
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- | No log | 7.7931 | 226 | 0.5485 | 0.5272 | 0.5485 | 0.7406 |
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- | No log | 7.8621 | 228 | 0.5186 | 0.4657 | 0.5186 | 0.7202 |
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- | No log | 7.9310 | 230 | 0.5388 | 0.4427 | 0.5388 | 0.7340 |
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- | No log | 8.0 | 232 | 0.6041 | 0.5672 | 0.6041 | 0.7772 |
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- | No log | 8.0690 | 234 | 0.6144 | 0.5263 | 0.6144 | 0.7838 |
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- | No log | 8.1379 | 236 | 0.5817 | 0.4997 | 0.5817 | 0.7627 |
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- | No log | 8.2069 | 238 | 0.5796 | 0.5230 | 0.5796 | 0.7613 |
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- | No log | 8.2759 | 240 | 0.5627 | 0.4913 | 0.5627 | 0.7501 |
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- | No log | 8.3448 | 242 | 0.5299 | 0.4923 | 0.5299 | 0.7279 |
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- | No log | 8.4138 | 244 | 0.5375 | 0.5396 | 0.5375 | 0.7331 |
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- | No log | 8.4828 | 246 | 0.5299 | 0.5580 | 0.5299 | 0.7279 |
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- | No log | 8.5517 | 248 | 0.5453 | 0.4813 | 0.5453 | 0.7384 |
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- | No log | 8.6207 | 250 | 0.5987 | 0.5498 | 0.5987 | 0.7738 |
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- | No log | 8.6897 | 252 | 0.5927 | 0.4979 | 0.5927 | 0.7699 |
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- | No log | 8.7586 | 254 | 0.5596 | 0.3886 | 0.5596 | 0.7481 |
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- | No log | 8.8276 | 256 | 0.5878 | 0.3919 | 0.5878 | 0.7667 |
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- | No log | 8.8966 | 258 | 0.7178 | 0.3991 | 0.7178 | 0.8473 |
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- | No log | 8.9655 | 260 | 0.8074 | 0.4632 | 0.8074 | 0.8985 |
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- | No log | 9.0345 | 262 | 0.8031 | 0.4519 | 0.8031 | 0.8962 |
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- | No log | 9.1034 | 264 | 0.6446 | 0.4112 | 0.6446 | 0.8029 |
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- | No log | 9.1724 | 266 | 0.5495 | 0.4569 | 0.5495 | 0.7413 |
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- | No log | 9.2414 | 268 | 0.5275 | 0.3835 | 0.5275 | 0.7263 |
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- | No log | 9.3103 | 270 | 0.5356 | 0.4635 | 0.5356 | 0.7319 |
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- | No log | 9.3793 | 272 | 0.5395 | 0.3859 | 0.5395 | 0.7345 |
188
- | No log | 9.4483 | 274 | 0.5430 | 0.4253 | 0.5430 | 0.7369 |
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- | No log | 9.5172 | 276 | 0.5676 | 0.4147 | 0.5676 | 0.7534 |
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- | No log | 9.5862 | 278 | 0.5671 | 0.4397 | 0.5671 | 0.7531 |
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- | No log | 9.6552 | 280 | 0.5530 | 0.4253 | 0.5530 | 0.7437 |
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- | No log | 9.7241 | 282 | 0.5471 | 0.3380 | 0.5471 | 0.7396 |
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- | No log | 9.7931 | 284 | 0.5672 | 0.4698 | 0.5672 | 0.7531 |
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- | No log | 9.8621 | 286 | 0.5824 | 0.4698 | 0.5824 | 0.7632 |
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- | No log | 9.9310 | 288 | 0.5989 | 0.4452 | 0.5989 | 0.7739 |
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- | No log | 10.0 | 290 | 0.5551 | 0.4186 | 0.5551 | 0.7450 |
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- | No log | 10.0690 | 292 | 0.5814 | 0.4100 | 0.5814 | 0.7625 |
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- | No log | 10.1379 | 294 | 0.6747 | 0.3940 | 0.6747 | 0.8214 |
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- | No log | 10.2069 | 296 | 0.6374 | 0.4409 | 0.6374 | 0.7984 |
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- | No log | 10.2759 | 298 | 0.5339 | 0.4795 | 0.5339 | 0.7307 |
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- | No log | 10.3448 | 300 | 0.5240 | 0.4186 | 0.5240 | 0.7239 |
202
- | No log | 10.4138 | 302 | 0.5445 | 0.4211 | 0.5445 | 0.7379 |
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- | No log | 10.4828 | 304 | 0.5290 | 0.3916 | 0.5290 | 0.7273 |
204
- | No log | 10.5517 | 306 | 0.5173 | 0.4186 | 0.5173 | 0.7193 |
205
- | No log | 10.6207 | 308 | 0.5122 | 0.5307 | 0.5122 | 0.7157 |
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- | No log | 10.6897 | 310 | 0.5854 | 0.4534 | 0.5854 | 0.7651 |
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- | No log | 10.7586 | 312 | 0.5879 | 0.4703 | 0.5879 | 0.7667 |
208
- | No log | 10.8276 | 314 | 0.5411 | 0.5428 | 0.5411 | 0.7356 |
209
- | No log | 10.8966 | 316 | 0.5325 | 0.4287 | 0.5325 | 0.7297 |
210
- | No log | 10.9655 | 318 | 0.5334 | 0.4137 | 0.5334 | 0.7303 |
211
- | No log | 11.0345 | 320 | 0.5456 | 0.4337 | 0.5456 | 0.7386 |
212
- | No log | 11.1034 | 322 | 0.5883 | 0.4352 | 0.5883 | 0.7670 |
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- | No log | 11.1724 | 324 | 0.6118 | 0.4513 | 0.6118 | 0.7822 |
214
- | No log | 11.2414 | 326 | 0.5889 | 0.3545 | 0.5889 | 0.7674 |
215
- | No log | 11.3103 | 328 | 0.5760 | 0.3840 | 0.5760 | 0.7589 |
216
- | No log | 11.3793 | 330 | 0.5650 | 0.3572 | 0.5650 | 0.7517 |
217
- | No log | 11.4483 | 332 | 0.5489 | 0.3398 | 0.5489 | 0.7409 |
218
- | No log | 11.5172 | 334 | 0.5473 | 0.3920 | 0.5473 | 0.7398 |
219
- | No log | 11.5862 | 336 | 0.5517 | 0.3675 | 0.5517 | 0.7428 |
220
- | No log | 11.6552 | 338 | 0.5694 | 0.3312 | 0.5694 | 0.7546 |
221
- | No log | 11.7241 | 340 | 0.5959 | 0.3518 | 0.5959 | 0.7720 |
222
- | No log | 11.7931 | 342 | 0.6291 | 0.4977 | 0.6291 | 0.7932 |
223
- | No log | 11.8621 | 344 | 0.6434 | 0.5274 | 0.6434 | 0.8021 |
224
- | No log | 11.9310 | 346 | 0.5690 | 0.5403 | 0.5690 | 0.7544 |
225
- | No log | 12.0 | 348 | 0.4870 | 0.6087 | 0.4870 | 0.6978 |
226
- | No log | 12.0690 | 350 | 0.4466 | 0.6553 | 0.4466 | 0.6683 |
227
- | No log | 12.1379 | 352 | 0.4552 | 0.6515 | 0.4552 | 0.6747 |
228
- | No log | 12.2069 | 354 | 0.5006 | 0.5348 | 0.5006 | 0.7075 |
229
- | No log | 12.2759 | 356 | 0.5135 | 0.5090 | 0.5135 | 0.7166 |
230
- | No log | 12.3448 | 358 | 0.4649 | 0.5538 | 0.4649 | 0.6818 |
231
- | No log | 12.4138 | 360 | 0.4216 | 0.6492 | 0.4216 | 0.6493 |
232
- | No log | 12.4828 | 362 | 0.4287 | 0.6541 | 0.4287 | 0.6548 |
233
- | No log | 12.5517 | 364 | 0.4330 | 0.6078 | 0.4330 | 0.6581 |
234
- | No log | 12.6207 | 366 | 0.4425 | 0.6313 | 0.4425 | 0.6652 |
235
- | No log | 12.6897 | 368 | 0.4482 | 0.5993 | 0.4482 | 0.6695 |
236
- | No log | 12.7586 | 370 | 0.4516 | 0.5782 | 0.4516 | 0.6720 |
237
- | No log | 12.8276 | 372 | 0.4585 | 0.5580 | 0.4585 | 0.6771 |
238
- | No log | 12.8966 | 374 | 0.4670 | 0.5888 | 0.4670 | 0.6834 |
239
- | No log | 12.9655 | 376 | 0.4792 | 0.5846 | 0.4792 | 0.6922 |
240
- | No log | 13.0345 | 378 | 0.4860 | 0.5125 | 0.4860 | 0.6972 |
241
- | No log | 13.1034 | 380 | 0.4964 | 0.4657 | 0.4964 | 0.7045 |
242
- | No log | 13.1724 | 382 | 0.5073 | 0.4701 | 0.5073 | 0.7122 |
243
- | No log | 13.2414 | 384 | 0.5254 | 0.4705 | 0.5254 | 0.7249 |
244
- | No log | 13.3103 | 386 | 0.5207 | 0.4705 | 0.5207 | 0.7216 |
245
- | No log | 13.3793 | 388 | 0.4971 | 0.4705 | 0.4971 | 0.7051 |
246
- | No log | 13.4483 | 390 | 0.4700 | 0.5533 | 0.4700 | 0.6856 |
247
- | No log | 13.5172 | 392 | 0.4759 | 0.5422 | 0.4759 | 0.6898 |
248
- | No log | 13.5862 | 394 | 0.5024 | 0.5706 | 0.5024 | 0.7088 |
249
- | No log | 13.6552 | 396 | 0.5139 | 0.5513 | 0.5139 | 0.7169 |
250
- | No log | 13.7241 | 398 | 0.4943 | 0.5569 | 0.4943 | 0.7031 |
251
- | No log | 13.7931 | 400 | 0.4573 | 0.5826 | 0.4573 | 0.6762 |
252
- | No log | 13.8621 | 402 | 0.4783 | 0.6101 | 0.4783 | 0.6916 |
253
- | No log | 13.9310 | 404 | 0.5115 | 0.5498 | 0.5115 | 0.7152 |
254
- | No log | 14.0 | 406 | 0.4914 | 0.4945 | 0.4914 | 0.7010 |
255
- | No log | 14.0690 | 408 | 0.4788 | 0.5107 | 0.4788 | 0.6919 |
256
- | No log | 14.1379 | 410 | 0.4808 | 0.5079 | 0.4808 | 0.6934 |
257
- | No log | 14.2069 | 412 | 0.4867 | 0.5266 | 0.4867 | 0.6976 |
258
- | No log | 14.2759 | 414 | 0.4956 | 0.5495 | 0.4956 | 0.7040 |
259
- | No log | 14.3448 | 416 | 0.5426 | 0.5455 | 0.5426 | 0.7366 |
260
- | No log | 14.4138 | 418 | 0.5779 | 0.5384 | 0.5779 | 0.7602 |
261
- | No log | 14.4828 | 420 | 0.5930 | 0.5599 | 0.5930 | 0.7701 |
262
- | No log | 14.5517 | 422 | 0.5747 | 0.5599 | 0.5747 | 0.7581 |
263
- | No log | 14.6207 | 424 | 0.5249 | 0.4997 | 0.5249 | 0.7245 |
264
- | No log | 14.6897 | 426 | 0.5213 | 0.5184 | 0.5213 | 0.7220 |
265
- | No log | 14.7586 | 428 | 0.5086 | 0.5250 | 0.5086 | 0.7131 |
266
- | No log | 14.8276 | 430 | 0.5065 | 0.5075 | 0.5065 | 0.7117 |
267
- | No log | 14.8966 | 432 | 0.5077 | 0.4595 | 0.5077 | 0.7126 |
268
- | No log | 14.9655 | 434 | 0.5096 | 0.4595 | 0.5096 | 0.7138 |
269
- | No log | 15.0345 | 436 | 0.5122 | 0.4595 | 0.5122 | 0.7157 |
270
- | No log | 15.1034 | 438 | 0.5165 | 0.4575 | 0.5165 | 0.7187 |
271
- | No log | 15.1724 | 440 | 0.5146 | 0.4343 | 0.5146 | 0.7174 |
272
- | No log | 15.2414 | 442 | 0.5184 | 0.4149 | 0.5184 | 0.7200 |
273
- | No log | 15.3103 | 444 | 0.5369 | 0.4821 | 0.5369 | 0.7328 |
274
- | No log | 15.3793 | 446 | 0.5292 | 0.4349 | 0.5292 | 0.7275 |
275
- | No log | 15.4483 | 448 | 0.5300 | 0.4349 | 0.5300 | 0.7280 |
276
- | No log | 15.5172 | 450 | 0.5462 | 0.5061 | 0.5462 | 0.7390 |
277
- | No log | 15.5862 | 452 | 0.5794 | 0.5763 | 0.5794 | 0.7612 |
278
- | No log | 15.6552 | 454 | 0.5649 | 0.5619 | 0.5649 | 0.7516 |
279
- | No log | 15.7241 | 456 | 0.5205 | 0.4595 | 0.5205 | 0.7215 |
280
- | No log | 15.7931 | 458 | 0.5073 | 0.4466 | 0.5073 | 0.7123 |
281
- | No log | 15.8621 | 460 | 0.5057 | 0.4406 | 0.5057 | 0.7111 |
282
- | No log | 15.9310 | 462 | 0.5017 | 0.4635 | 0.5017 | 0.7083 |
283
- | No log | 16.0 | 464 | 0.5033 | 0.4349 | 0.5033 | 0.7095 |
284
- | No log | 16.0690 | 466 | 0.5020 | 0.4149 | 0.5020 | 0.7085 |
285
- | No log | 16.1379 | 468 | 0.5023 | 0.4160 | 0.5023 | 0.7088 |
286
- | No log | 16.2069 | 470 | 0.5148 | 0.4964 | 0.5148 | 0.7175 |
287
- | No log | 16.2759 | 472 | 0.5499 | 0.5580 | 0.5499 | 0.7415 |
288
- | No log | 16.3448 | 474 | 0.5327 | 0.5498 | 0.5327 | 0.7299 |
289
- | No log | 16.4138 | 476 | 0.4962 | 0.5379 | 0.4962 | 0.7044 |
290
- | No log | 16.4828 | 478 | 0.4979 | 0.4813 | 0.4979 | 0.7056 |
291
- | No log | 16.5517 | 480 | 0.5161 | 0.4979 | 0.5161 | 0.7184 |
292
- | No log | 16.6207 | 482 | 0.5035 | 0.4813 | 0.5035 | 0.7095 |
293
- | No log | 16.6897 | 484 | 0.4960 | 0.4776 | 0.4960 | 0.7043 |
294
- | No log | 16.7586 | 486 | 0.5016 | 0.5141 | 0.5016 | 0.7082 |
295
- | No log | 16.8276 | 488 | 0.5205 | 0.4705 | 0.5205 | 0.7215 |
296
- | No log | 16.8966 | 490 | 0.5660 | 0.4753 | 0.5660 | 0.7523 |
297
- | No log | 16.9655 | 492 | 0.6204 | 0.5274 | 0.6204 | 0.7877 |
298
- | No log | 17.0345 | 494 | 0.6377 | 0.5256 | 0.6377 | 0.7986 |
299
- | No log | 17.1034 | 496 | 0.5844 | 0.5139 | 0.5844 | 0.7645 |
300
- | No log | 17.1724 | 498 | 0.5244 | 0.5141 | 0.5244 | 0.7242 |
301
- | 0.2431 | 17.2414 | 500 | 0.5395 | 0.4308 | 0.5395 | 0.7345 |
302
- | 0.2431 | 17.3103 | 502 | 0.5540 | 0.4329 | 0.5540 | 0.7443 |
303
- | 0.2431 | 17.3793 | 504 | 0.5498 | 0.4555 | 0.5498 | 0.7415 |
304
- | 0.2431 | 17.4483 | 506 | 0.5522 | 0.5389 | 0.5522 | 0.7431 |
305
- | 0.2431 | 17.5172 | 508 | 0.5771 | 0.5961 | 0.5771 | 0.7597 |
306
- | 0.2431 | 17.5862 | 510 | 0.5819 | 0.5937 | 0.5819 | 0.7628 |
307
- | 0.2431 | 17.6552 | 512 | 0.5992 | 0.5512 | 0.5992 | 0.7741 |
308
- | 0.2431 | 17.7241 | 514 | 0.6012 | 0.4845 | 0.6012 | 0.7753 |
309
- | 0.2431 | 17.7931 | 516 | 0.6019 | 0.4911 | 0.6019 | 0.7758 |
310
- | 0.2431 | 17.8621 | 518 | 0.5811 | 0.4875 | 0.5811 | 0.7623 |
311
- | 0.2431 | 17.9310 | 520 | 0.5723 | 0.4358 | 0.5723 | 0.7565 |
312
- | 0.2431 | 18.0 | 522 | 0.5735 | 0.4423 | 0.5735 | 0.7573 |
313
- | 0.2431 | 18.0690 | 524 | 0.5782 | 0.4423 | 0.5782 | 0.7604 |
314
- | 0.2431 | 18.1379 | 526 | 0.5811 | 0.4423 | 0.5811 | 0.7623 |
315
- | 0.2431 | 18.2069 | 528 | 0.5787 | 0.4423 | 0.5787 | 0.7607 |
316
- | 0.2431 | 18.2759 | 530 | 0.5686 | 0.4444 | 0.5686 | 0.7541 |
317
- | 0.2431 | 18.3448 | 532 | 0.5658 | 0.4590 | 0.5658 | 0.7522 |
318
- | 0.2431 | 18.4138 | 534 | 0.5740 | 0.4345 | 0.5740 | 0.7576 |
319
- | 0.2431 | 18.4828 | 536 | 0.5871 | 0.4539 | 0.5871 | 0.7662 |
320
- | 0.2431 | 18.5517 | 538 | 0.5837 | 0.4607 | 0.5837 | 0.7640 |
321
- | 0.2431 | 18.6207 | 540 | 0.5670 | 0.4068 | 0.5670 | 0.7530 |
322
- | 0.2431 | 18.6897 | 542 | 0.5604 | 0.3728 | 0.5604 | 0.7486 |
323
- | 0.2431 | 18.7586 | 544 | 0.5712 | 0.3919 | 0.5712 | 0.7558 |
324
- | 0.2431 | 18.8276 | 546 | 0.5697 | 0.4774 | 0.5697 | 0.7548 |
325
- | 0.2431 | 18.8966 | 548 | 0.5571 | 0.3995 | 0.5571 | 0.7464 |
326
- | 0.2431 | 18.9655 | 550 | 0.5533 | 0.3988 | 0.5533 | 0.7438 |
327
- | 0.2431 | 19.0345 | 552 | 0.5686 | 0.4227 | 0.5686 | 0.7540 |
328
- | 0.2431 | 19.1034 | 554 | 0.5784 | 0.4614 | 0.5784 | 0.7605 |
329
- | 0.2431 | 19.1724 | 556 | 0.5775 | 0.4614 | 0.5775 | 0.7599 |
330
- | 0.2431 | 19.2414 | 558 | 0.5549 | 0.4149 | 0.5549 | 0.7449 |
331
- | 0.2431 | 19.3103 | 560 | 0.5420 | 0.4839 | 0.5420 | 0.7362 |
332
- | 0.2431 | 19.3793 | 562 | 0.5402 | 0.4885 | 0.5402 | 0.7350 |
333
- | 0.2431 | 19.4483 | 564 | 0.5418 | 0.4885 | 0.5418 | 0.7360 |
334
- | 0.2431 | 19.5172 | 566 | 0.5420 | 0.4722 | 0.5420 | 0.7362 |
335
- | 0.2431 | 19.5862 | 568 | 0.5441 | 0.4788 | 0.5441 | 0.7376 |
336
- | 0.2431 | 19.6552 | 570 | 0.5500 | 0.4314 | 0.5500 | 0.7416 |
337
- | 0.2431 | 19.7241 | 572 | 0.5581 | 0.3416 | 0.5581 | 0.7471 |
338
- | 0.2431 | 19.7931 | 574 | 0.5635 | 0.3701 | 0.5635 | 0.7506 |
339
- | 0.2431 | 19.8621 | 576 | 0.5550 | 0.3416 | 0.5550 | 0.7450 |
340
- | 0.2431 | 19.9310 | 578 | 0.5475 | 0.4722 | 0.5475 | 0.7399 |
341
- | 0.2431 | 20.0 | 580 | 0.5493 | 0.4595 | 0.5493 | 0.7411 |
342
- | 0.2431 | 20.0690 | 582 | 0.5527 | 0.4595 | 0.5527 | 0.7435 |
343
- | 0.2431 | 20.1379 | 584 | 0.5547 | 0.4595 | 0.5547 | 0.7448 |
344
- | 0.2431 | 20.2069 | 586 | 0.5528 | 0.4595 | 0.5528 | 0.7435 |
345
- | 0.2431 | 20.2759 | 588 | 0.5542 | 0.4615 | 0.5542 | 0.7445 |
346
- | 0.2431 | 20.3448 | 590 | 0.5727 | 0.4876 | 0.5727 | 0.7568 |
347
- | 0.2431 | 20.4138 | 592 | 0.5780 | 0.4655 | 0.5780 | 0.7603 |
348
- | 0.2431 | 20.4828 | 594 | 0.5660 | 0.4386 | 0.5660 | 0.7523 |
349
- | 0.2431 | 20.5517 | 596 | 0.5581 | 0.4423 | 0.5581 | 0.7471 |
350
- | 0.2431 | 20.6207 | 598 | 0.5605 | 0.4681 | 0.5605 | 0.7487 |
351
- | 0.2431 | 20.6897 | 600 | 0.5702 | 0.5362 | 0.5702 | 0.7551 |
352
- | 0.2431 | 20.7586 | 602 | 0.5638 | 0.5362 | 0.5638 | 0.7508 |
353
- | 0.2431 | 20.8276 | 604 | 0.5562 | 0.4904 | 0.5562 | 0.7458 |
354
- | 0.2431 | 20.8966 | 606 | 0.5578 | 0.4678 | 0.5578 | 0.7468 |
355
- | 0.2431 | 20.9655 | 608 | 0.5555 | 0.4678 | 0.5555 | 0.7453 |
356
- | 0.2431 | 21.0345 | 610 | 0.5498 | 0.4160 | 0.5498 | 0.7415 |
357
- | 0.2431 | 21.1034 | 612 | 0.5493 | 0.4160 | 0.5493 | 0.7411 |
358
- | 0.2431 | 21.1724 | 614 | 0.5518 | 0.4423 | 0.5518 | 0.7429 |
359
- | 0.2431 | 21.2414 | 616 | 0.5612 | 0.4444 | 0.5612 | 0.7491 |
360
- | 0.2431 | 21.3103 | 618 | 0.5677 | 0.4444 | 0.5677 | 0.7534 |
361
- | 0.2431 | 21.3793 | 620 | 0.5565 | 0.4444 | 0.5565 | 0.7460 |
362
- | 0.2431 | 21.4483 | 622 | 0.5531 | 0.5472 | 0.5531 | 0.7437 |
363
- | 0.2431 | 21.5172 | 624 | 0.5536 | 0.5472 | 0.5536 | 0.7440 |
364
- | 0.2431 | 21.5862 | 626 | 0.5568 | 0.5472 | 0.5568 | 0.7462 |
365
- | 0.2431 | 21.6552 | 628 | 0.5516 | 0.4701 | 0.5516 | 0.7427 |
366
- | 0.2431 | 21.7241 | 630 | 0.5527 | 0.4701 | 0.5527 | 0.7434 |
367
- | 0.2431 | 21.7931 | 632 | 0.5510 | 0.4463 | 0.5510 | 0.7423 |
368
- | 0.2431 | 21.8621 | 634 | 0.5450 | 0.4463 | 0.5450 | 0.7382 |
369
- | 0.2431 | 21.9310 | 636 | 0.5363 | 0.4972 | 0.5363 | 0.7323 |
370
- | 0.2431 | 22.0 | 638 | 0.5301 | 0.5075 | 0.5301 | 0.7281 |
371
- | 0.2431 | 22.0690 | 640 | 0.5249 | 0.5075 | 0.5249 | 0.7245 |
372
- | 0.2431 | 22.1379 | 642 | 0.5236 | 0.5302 | 0.5236 | 0.7236 |
373
- | 0.2431 | 22.2069 | 644 | 0.5306 | 0.4813 | 0.5306 | 0.7284 |
374
- | 0.2431 | 22.2759 | 646 | 0.5427 | 0.4813 | 0.5427 | 0.7367 |
375
- | 0.2431 | 22.3448 | 648 | 0.5365 | 0.4655 | 0.5365 | 0.7325 |
376
- | 0.2431 | 22.4138 | 650 | 0.5234 | 0.4444 | 0.5234 | 0.7234 |
377
- | 0.2431 | 22.4828 | 652 | 0.5327 | 0.4888 | 0.5327 | 0.7298 |
378
- | 0.2431 | 22.5517 | 654 | 0.5408 | 0.4614 | 0.5408 | 0.7354 |
379
- | 0.2431 | 22.6207 | 656 | 0.5331 | 0.4086 | 0.5331 | 0.7301 |
380
- | 0.2431 | 22.6897 | 658 | 0.5271 | 0.4101 | 0.5271 | 0.7260 |
381
- | 0.2431 | 22.7586 | 660 | 0.5367 | 0.4227 | 0.5367 | 0.7326 |
382
- | 0.2431 | 22.8276 | 662 | 0.5423 | 0.4737 | 0.5423 | 0.7364 |
383
- | 0.2431 | 22.8966 | 664 | 0.5293 | 0.4406 | 0.5293 | 0.7275 |
384
- | 0.2431 | 22.9655 | 666 | 0.5155 | 0.4697 | 0.5155 | 0.7180 |
385
- | 0.2431 | 23.0345 | 668 | 0.5140 | 0.5268 | 0.5140 | 0.7169 |
386
- | 0.2431 | 23.1034 | 670 | 0.5323 | 0.6025 | 0.5323 | 0.7296 |
387
- | 0.2431 | 23.1724 | 672 | 0.5407 | 0.5957 | 0.5407 | 0.7353 |
388
- | 0.2431 | 23.2414 | 674 | 0.5427 | 0.5758 | 0.5427 | 0.7367 |
389
- | 0.2431 | 23.3103 | 676 | 0.5230 | 0.5801 | 0.5230 | 0.7232 |
390
- | 0.2431 | 23.3793 | 678 | 0.5077 | 0.6142 | 0.5077 | 0.7126 |
391
- | 0.2431 | 23.4483 | 680 | 0.5109 | 0.5640 | 0.5109 | 0.7148 |
392
- | 0.2431 | 23.5172 | 682 | 0.5270 | 0.5075 | 0.5270 | 0.7260 |
393
- | 0.2431 | 23.5862 | 684 | 0.5388 | 0.4635 | 0.5388 | 0.7341 |
394
- | 0.2431 | 23.6552 | 686 | 0.5500 | 0.4349 | 0.5500 | 0.7416 |
395
- | 0.2431 | 23.7241 | 688 | 0.5374 | 0.4635 | 0.5374 | 0.7331 |
396
- | 0.2431 | 23.7931 | 690 | 0.5299 | 0.5143 | 0.5299 | 0.7280 |
397
- | 0.2431 | 23.8621 | 692 | 0.5328 | 0.5631 | 0.5328 | 0.7299 |
398
- | 0.2431 | 23.9310 | 694 | 0.5545 | 0.4774 | 0.5545 | 0.7447 |
399
- | 0.2431 | 24.0 | 696 | 0.5675 | 0.4502 | 0.5675 | 0.7533 |
400
- | 0.2431 | 24.0690 | 698 | 0.5593 | 0.4592 | 0.5593 | 0.7479 |
401
- | 0.2431 | 24.1379 | 700 | 0.5405 | 0.4837 | 0.5405 | 0.7352 |
402
- | 0.2431 | 24.2069 | 702 | 0.5373 | 0.3883 | 0.5373 | 0.7330 |
403
- | 0.2431 | 24.2759 | 704 | 0.5669 | 0.4908 | 0.5669 | 0.7529 |
404
- | 0.2431 | 24.3448 | 706 | 0.5861 | 0.5083 | 0.5861 | 0.7656 |
405
- | 0.2431 | 24.4138 | 708 | 0.5720 | 0.4507 | 0.5720 | 0.7563 |
406
- | 0.2431 | 24.4828 | 710 | 0.5435 | 0.4149 | 0.5435 | 0.7372 |
407
- | 0.2431 | 24.5517 | 712 | 0.5448 | 0.4722 | 0.5448 | 0.7381 |
408
- | 0.2431 | 24.6207 | 714 | 0.5631 | 0.5166 | 0.5631 | 0.7504 |
409
- | 0.2431 | 24.6897 | 716 | 0.5698 | 0.5166 | 0.5698 | 0.7548 |
410
- | 0.2431 | 24.7586 | 718 | 0.5509 | 0.5104 | 0.5509 | 0.7422 |
411
- | 0.2431 | 24.8276 | 720 | 0.5276 | 0.5533 | 0.5276 | 0.7264 |
412
- | 0.2431 | 24.8966 | 722 | 0.5114 | 0.5868 | 0.5114 | 0.7151 |
413
- | 0.2431 | 24.9655 | 724 | 0.5022 | 0.5784 | 0.5022 | 0.7086 |
414
- | 0.2431 | 25.0345 | 726 | 0.4933 | 0.5768 | 0.4933 | 0.7024 |
415
- | 0.2431 | 25.1034 | 728 | 0.4881 | 0.5687 | 0.4881 | 0.6986 |
416
- | 0.2431 | 25.1724 | 730 | 0.4849 | 0.5677 | 0.4849 | 0.6964 |
417
- | 0.2431 | 25.2414 | 732 | 0.4854 | 0.5677 | 0.4854 | 0.6967 |
418
- | 0.2431 | 25.3103 | 734 | 0.4928 | 0.5979 | 0.4928 | 0.7020 |
419
- | 0.2431 | 25.3793 | 736 | 0.5091 | 0.5234 | 0.5091 | 0.7135 |
420
- | 0.2431 | 25.4483 | 738 | 0.5401 | 0.4752 | 0.5401 | 0.7349 |
421
- | 0.2431 | 25.5172 | 740 | 0.5477 | 0.4614 | 0.5477 | 0.7401 |
422
- | 0.2431 | 25.5862 | 742 | 0.5375 | 0.4427 | 0.5375 | 0.7331 |
423
- | 0.2431 | 25.6552 | 744 | 0.5212 | 0.4386 | 0.5212 | 0.7219 |
424
- | 0.2431 | 25.7241 | 746 | 0.5169 | 0.4615 | 0.5169 | 0.7189 |
425
- | 0.2431 | 25.7931 | 748 | 0.5224 | 0.5232 | 0.5224 | 0.7228 |
426
- | 0.2431 | 25.8621 | 750 | 0.5403 | 0.5289 | 0.5403 | 0.7351 |
427
- | 0.2431 | 25.9310 | 752 | 0.5511 | 0.5345 | 0.5511 | 0.7424 |
428
- | 0.2431 | 26.0 | 754 | 0.5431 | 0.5533 | 0.5431 | 0.7370 |
429
- | 0.2431 | 26.0690 | 756 | 0.5446 | 0.5533 | 0.5446 | 0.7380 |
430
- | 0.2431 | 26.1379 | 758 | 0.5402 | 0.5089 | 0.5402 | 0.7350 |
431
- | 0.2431 | 26.2069 | 760 | 0.5401 | 0.4536 | 0.5401 | 0.7349 |
432
- | 0.2431 | 26.2759 | 762 | 0.5496 | 0.4858 | 0.5496 | 0.7414 |
433
- | 0.2431 | 26.3448 | 764 | 0.5592 | 0.4575 | 0.5592 | 0.7478 |
434
- | 0.2431 | 26.4138 | 766 | 0.5625 | 0.4575 | 0.5625 | 0.7500 |
435
- | 0.2431 | 26.4828 | 768 | 0.5563 | 0.4635 | 0.5563 | 0.7459 |
436
- | 0.2431 | 26.5517 | 770 | 0.5552 | 0.4635 | 0.5552 | 0.7451 |
437
- | 0.2431 | 26.6207 | 772 | 0.5540 | 0.4635 | 0.5540 | 0.7443 |
438
- | 0.2431 | 26.6897 | 774 | 0.5550 | 0.4423 | 0.5550 | 0.7450 |
439
- | 0.2431 | 26.7586 | 776 | 0.5613 | 0.4701 | 0.5613 | 0.7492 |
440
- | 0.2431 | 26.8276 | 778 | 0.5712 | 0.4206 | 0.5712 | 0.7558 |
441
- | 0.2431 | 26.8966 | 780 | 0.5868 | 0.5036 | 0.5868 | 0.7661 |
442
- | 0.2431 | 26.9655 | 782 | 0.6070 | 0.4502 | 0.6070 | 0.7791 |
443
- | 0.2431 | 27.0345 | 784 | 0.6166 | 0.4392 | 0.6166 | 0.7852 |
444
- | 0.2431 | 27.1034 | 786 | 0.6158 | 0.5120 | 0.6158 | 0.7847 |
445
- | 0.2431 | 27.1724 | 788 | 0.5883 | 0.4663 | 0.5883 | 0.7670 |
446
- | 0.2431 | 27.2414 | 790 | 0.5636 | 0.5597 | 0.5636 | 0.7507 |
447
- | 0.2431 | 27.3103 | 792 | 0.5462 | 0.5036 | 0.5462 | 0.7390 |
448
- | 0.2431 | 27.3793 | 794 | 0.5445 | 0.4847 | 0.5445 | 0.7379 |
449
- | 0.2431 | 27.4483 | 796 | 0.5481 | 0.4801 | 0.5481 | 0.7404 |
450
- | 0.2431 | 27.5172 | 798 | 0.5559 | 0.4127 | 0.5559 | 0.7456 |
451
- | 0.2431 | 27.5862 | 800 | 0.5591 | 0.4127 | 0.5591 | 0.7477 |
452
- | 0.2431 | 27.6552 | 802 | 0.5510 | 0.4182 | 0.5510 | 0.7423 |
453
- | 0.2431 | 27.7241 | 804 | 0.5484 | 0.4701 | 0.5484 | 0.7405 |
454
- | 0.2431 | 27.7931 | 806 | 0.5628 | 0.4459 | 0.5628 | 0.7502 |
455
- | 0.2431 | 27.8621 | 808 | 0.5792 | 0.4459 | 0.5792 | 0.7611 |
456
- | 0.2431 | 27.9310 | 810 | 0.5903 | 0.4502 | 0.5903 | 0.7683 |
457
- | 0.2431 | 28.0 | 812 | 0.5837 | 0.3894 | 0.5837 | 0.7640 |
458
- | 0.2431 | 28.0690 | 814 | 0.5637 | 0.4547 | 0.5637 | 0.7508 |
459
- | 0.2431 | 28.1379 | 816 | 0.5490 | 0.4291 | 0.5490 | 0.7409 |
460
- | 0.2431 | 28.2069 | 818 | 0.5436 | 0.4504 | 0.5436 | 0.7373 |
461
- | 0.2431 | 28.2759 | 820 | 0.5424 | 0.4459 | 0.5424 | 0.7365 |
462
- | 0.2431 | 28.3448 | 822 | 0.5547 | 0.5036 | 0.5547 | 0.7448 |
463
- | 0.2431 | 28.4138 | 824 | 0.5660 | 0.5036 | 0.5660 | 0.7523 |
464
- | 0.2431 | 28.4828 | 826 | 0.5484 | 0.5036 | 0.5484 | 0.7405 |
465
- | 0.2431 | 28.5517 | 828 | 0.5327 | 0.4206 | 0.5327 | 0.7298 |
466
- | 0.2431 | 28.6207 | 830 | 0.5340 | 0.4678 | 0.5340 | 0.7308 |
467
- | 0.2431 | 28.6897 | 832 | 0.5352 | 0.4615 | 0.5352 | 0.7316 |
468
- | 0.2431 | 28.7586 | 834 | 0.5372 | 0.4463 | 0.5372 | 0.7329 |
469
- | 0.2431 | 28.8276 | 836 | 0.5488 | 0.4459 | 0.5488 | 0.7408 |
470
- | 0.2431 | 28.8966 | 838 | 0.5834 | 0.5036 | 0.5834 | 0.7638 |
471
- | 0.2431 | 28.9655 | 840 | 0.6314 | 0.5435 | 0.6314 | 0.7946 |
472
- | 0.2431 | 29.0345 | 842 | 0.6797 | 0.4627 | 0.6797 | 0.8244 |
473
- | 0.2431 | 29.1034 | 844 | 0.6908 | 0.5138 | 0.6908 | 0.8311 |
474
- | 0.2431 | 29.1724 | 846 | 0.6389 | 0.5385 | 0.6389 | 0.7993 |
475
- | 0.2431 | 29.2414 | 848 | 0.5972 | 0.4618 | 0.5972 | 0.7728 |
476
- | 0.2431 | 29.3103 | 850 | 0.5645 | 0.4459 | 0.5645 | 0.7513 |
477
- | 0.2431 | 29.3793 | 852 | 0.5456 | 0.4459 | 0.5456 | 0.7387 |
478
- | 0.2431 | 29.4483 | 854 | 0.5394 | 0.4747 | 0.5394 | 0.7344 |
479
- | 0.2431 | 29.5172 | 856 | 0.5425 | 0.4847 | 0.5425 | 0.7365 |
480
- | 0.2431 | 29.5862 | 858 | 0.5409 | 0.5252 | 0.5409 | 0.7354 |
481
- | 0.2431 | 29.6552 | 860 | 0.5462 | 0.5323 | 0.5462 | 0.7391 |
482
- | 0.2431 | 29.7241 | 862 | 0.5434 | 0.5323 | 0.5434 | 0.7372 |
483
- | 0.2431 | 29.7931 | 864 | 0.5361 | 0.5488 | 0.5361 | 0.7322 |
484
- | 0.2431 | 29.8621 | 866 | 0.5322 | 0.4934 | 0.5322 | 0.7295 |
485
- | 0.2431 | 29.9310 | 868 | 0.5273 | 0.4847 | 0.5273 | 0.7262 |
486
- | 0.2431 | 30.0 | 870 | 0.5242 | 0.5076 | 0.5242 | 0.7240 |
487
- | 0.2431 | 30.0690 | 872 | 0.5190 | 0.4768 | 0.5190 | 0.7204 |
488
- | 0.2431 | 30.1379 | 874 | 0.5189 | 0.4276 | 0.5189 | 0.7203 |
489
- | 0.2431 | 30.2069 | 876 | 0.5199 | 0.4591 | 0.5199 | 0.7211 |
490
- | 0.2431 | 30.2759 | 878 | 0.5230 | 0.4591 | 0.5230 | 0.7232 |
491
- | 0.2431 | 30.3448 | 880 | 0.5278 | 0.4816 | 0.5278 | 0.7265 |
492
- | 0.2431 | 30.4138 | 882 | 0.5309 | 0.4816 | 0.5309 | 0.7286 |
493
- | 0.2431 | 30.4828 | 884 | 0.5324 | 0.4726 | 0.5324 | 0.7297 |
494
- | 0.2431 | 30.5517 | 886 | 0.5346 | 0.4726 | 0.5346 | 0.7312 |
495
- | 0.2431 | 30.6207 | 888 | 0.5322 | 0.4726 | 0.5322 | 0.7295 |
496
- | 0.2431 | 30.6897 | 890 | 0.5291 | 0.4816 | 0.5291 | 0.7274 |
497
- | 0.2431 | 30.7586 | 892 | 0.5221 | 0.4816 | 0.5221 | 0.7225 |
498
- | 0.2431 | 30.8276 | 894 | 0.5174 | 0.4816 | 0.5174 | 0.7193 |
499
- | 0.2431 | 30.8966 | 896 | 0.5117 | 0.4726 | 0.5117 | 0.7153 |
500
- | 0.2431 | 30.9655 | 898 | 0.5055 | 0.4984 | 0.5055 | 0.7110 |
501
- | 0.2431 | 31.0345 | 900 | 0.5032 | 0.5476 | 0.5032 | 0.7094 |
502
- | 0.2431 | 31.1034 | 902 | 0.5044 | 0.5782 | 0.5044 | 0.7102 |
503
- | 0.2431 | 31.1724 | 904 | 0.5113 | 0.5234 | 0.5113 | 0.7151 |
504
- | 0.2431 | 31.2414 | 906 | 0.5157 | 0.4963 | 0.5157 | 0.7181 |
505
- | 0.2431 | 31.3103 | 908 | 0.5143 | 0.5026 | 0.5143 | 0.7171 |
506
- | 0.2431 | 31.3793 | 910 | 0.5055 | 0.5782 | 0.5055 | 0.7110 |
507
- | 0.2431 | 31.4483 | 912 | 0.5043 | 0.5159 | 0.5043 | 0.7102 |
508
- | 0.2431 | 31.5172 | 914 | 0.5141 | 0.4984 | 0.5141 | 0.7170 |
509
- | 0.2431 | 31.5862 | 916 | 0.5214 | 0.4726 | 0.5214 | 0.7221 |
510
- | 0.2431 | 31.6552 | 918 | 0.5167 | 0.4984 | 0.5167 | 0.7188 |
511
- | 0.2431 | 31.7241 | 920 | 0.5158 | 0.4984 | 0.5158 | 0.7182 |
512
- | 0.2431 | 31.7931 | 922 | 0.5158 | 0.4984 | 0.5158 | 0.7182 |
513
- | 0.2431 | 31.8621 | 924 | 0.5143 | 0.5076 | 0.5143 | 0.7171 |
514
- | 0.2431 | 31.9310 | 926 | 0.5160 | 0.5076 | 0.5160 | 0.7183 |
515
- | 0.2431 | 32.0 | 928 | 0.5158 | 0.4972 | 0.5158 | 0.7182 |
516
- | 0.2431 | 32.0690 | 930 | 0.5187 | 0.5248 | 0.5187 | 0.7202 |
517
- | 0.2431 | 32.1379 | 932 | 0.5178 | 0.5110 | 0.5178 | 0.7196 |
518
- | 0.2431 | 32.2069 | 934 | 0.5123 | 0.5390 | 0.5123 | 0.7157 |
519
- | 0.2431 | 32.2759 | 936 | 0.5035 | 0.5268 | 0.5035 | 0.7096 |
520
- | 0.2431 | 32.3448 | 938 | 0.5043 | 0.5095 | 0.5043 | 0.7102 |
521
- | 0.2431 | 32.4138 | 940 | 0.5083 | 0.4837 | 0.5083 | 0.7129 |
522
- | 0.2431 | 32.4828 | 942 | 0.5123 | 0.4837 | 0.5123 | 0.7158 |
523
- | 0.2431 | 32.5517 | 944 | 0.5148 | 0.4591 | 0.5148 | 0.7175 |
524
- | 0.2431 | 32.6207 | 946 | 0.5196 | 0.4681 | 0.5196 | 0.7209 |
525
- | 0.2431 | 32.6897 | 948 | 0.5194 | 0.4591 | 0.5194 | 0.7207 |
526
- | 0.2431 | 32.7586 | 950 | 0.5176 | 0.5076 | 0.5176 | 0.7195 |
527
- | 0.2431 | 32.8276 | 952 | 0.5170 | 0.5076 | 0.5170 | 0.7190 |
528
- | 0.2431 | 32.8966 | 954 | 0.5171 | 0.5076 | 0.5171 | 0.7191 |
529
- | 0.2431 | 32.9655 | 956 | 0.5240 | 0.5631 | 0.5240 | 0.7239 |
530
- | 0.2431 | 33.0345 | 958 | 0.5247 | 0.5533 | 0.5247 | 0.7244 |
531
- | 0.2431 | 33.1034 | 960 | 0.5182 | 0.5076 | 0.5182 | 0.7199 |
532
- | 0.2431 | 33.1724 | 962 | 0.5166 | 0.5076 | 0.5166 | 0.7188 |
533
- | 0.2431 | 33.2414 | 964 | 0.5204 | 0.4361 | 0.5204 | 0.7214 |
534
- | 0.2431 | 33.3103 | 966 | 0.5263 | 0.4505 | 0.5263 | 0.7255 |
535
- | 0.2431 | 33.3793 | 968 | 0.5348 | 0.3958 | 0.5348 | 0.7313 |
536
- | 0.2431 | 33.4483 | 970 | 0.5390 | 0.4307 | 0.5390 | 0.7342 |
537
- | 0.2431 | 33.5172 | 972 | 0.5313 | 0.4205 | 0.5313 | 0.7289 |
538
- | 0.2431 | 33.5862 | 974 | 0.5216 | 0.4569 | 0.5216 | 0.7222 |
539
- | 0.2431 | 33.6552 | 976 | 0.5220 | 0.4591 | 0.5220 | 0.7225 |
540
- | 0.2431 | 33.7241 | 978 | 0.5322 | 0.4816 | 0.5322 | 0.7295 |
541
- | 0.2431 | 33.7931 | 980 | 0.5468 | 0.4547 | 0.5468 | 0.7395 |
542
- | 0.2431 | 33.8621 | 982 | 0.5516 | 0.3976 | 0.5516 | 0.7427 |
543
- | 0.2431 | 33.9310 | 984 | 0.5492 | 0.3976 | 0.5492 | 0.7411 |
544
- | 0.2431 | 34.0 | 986 | 0.5395 | 0.3976 | 0.5395 | 0.7345 |
545
- | 0.2431 | 34.0690 | 988 | 0.5265 | 0.4569 | 0.5265 | 0.7256 |
546
- | 0.2431 | 34.1379 | 990 | 0.5161 | 0.4591 | 0.5161 | 0.7184 |
547
- | 0.2431 | 34.2069 | 992 | 0.5105 | 0.4681 | 0.5105 | 0.7145 |
548
- | 0.2431 | 34.2759 | 994 | 0.5116 | 0.4681 | 0.5116 | 0.7152 |
549
- | 0.2431 | 34.3448 | 996 | 0.5135 | 0.5044 | 0.5135 | 0.7166 |
550
- | 0.2431 | 34.4138 | 998 | 0.5180 | 0.4829 | 0.5180 | 0.7197 |
551
- | 0.0555 | 34.4828 | 1000 | 0.5315 | 0.4782 | 0.5315 | 0.7290 |
552
- | 0.0555 | 34.5517 | 1002 | 0.5333 | 0.5028 | 0.5333 | 0.7303 |
553
- | 0.0555 | 34.6207 | 1004 | 0.5221 | 0.4762 | 0.5221 | 0.7225 |
554
- | 0.0555 | 34.6897 | 1006 | 0.5158 | 0.4857 | 0.5158 | 0.7182 |
555
- | 0.0555 | 34.7586 | 1008 | 0.5179 | 0.4837 | 0.5179 | 0.7197 |
556
- | 0.0555 | 34.8276 | 1010 | 0.5362 | 0.4547 | 0.5362 | 0.7323 |
557
- | 0.0555 | 34.8966 | 1012 | 0.5699 | 0.4502 | 0.5699 | 0.7549 |
558
- | 0.0555 | 34.9655 | 1014 | 0.5948 | 0.4219 | 0.5948 | 0.7712 |
559
- | 0.0555 | 35.0345 | 1016 | 0.6356 | 0.4642 | 0.6356 | 0.7972 |
560
- | 0.0555 | 35.1034 | 1018 | 0.6299 | 0.4134 | 0.6299 | 0.7937 |
561
 
562
 
563
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k10_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_run999_AugV5_k10_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: 0.5531
19
+ - Qwk: 0.4526
20
+ - Mse: 0.5531
21
+ - Rmse: 0.7437
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0364 | 2 | 2.6000 | -0.0084 | 2.6000 | 1.6124 |
53
+ | No log | 0.0727 | 4 | 1.2395 | 0.0994 | 1.2395 | 1.1133 |
54
+ | No log | 0.1091 | 6 | 0.9318 | -0.0970 | 0.9318 | 0.9653 |
55
+ | No log | 0.1455 | 8 | 0.8602 | 0.1628 | 0.8602 | 0.9275 |
56
+ | No log | 0.1818 | 10 | 0.7642 | 0.2722 | 0.7642 | 0.8742 |
57
+ | No log | 0.2182 | 12 | 0.8290 | 0.3261 | 0.8290 | 0.9105 |
58
+ | No log | 0.2545 | 14 | 0.7337 | 0.1308 | 0.7337 | 0.8565 |
59
+ | No log | 0.2909 | 16 | 0.7062 | 0.2007 | 0.7062 | 0.8404 |
60
+ | No log | 0.3273 | 18 | 0.7674 | 0.4412 | 0.7674 | 0.8760 |
61
+ | No log | 0.3636 | 20 | 0.7125 | 0.4412 | 0.7125 | 0.8441 |
62
+ | No log | 0.4 | 22 | 0.7741 | 0.3371 | 0.7741 | 0.8798 |
63
+ | No log | 0.4364 | 24 | 0.9811 | 0.2806 | 0.9811 | 0.9905 |
64
+ | No log | 0.4727 | 26 | 0.7108 | 0.4444 | 0.7108 | 0.8431 |
65
+ | No log | 0.5091 | 28 | 0.5763 | 0.4517 | 0.5763 | 0.7591 |
66
+ | No log | 0.5455 | 30 | 0.6046 | 0.4302 | 0.6046 | 0.7776 |
67
+ | No log | 0.5818 | 32 | 0.5421 | 0.5089 | 0.5421 | 0.7363 |
68
+ | No log | 0.6182 | 34 | 0.6588 | 0.5131 | 0.6588 | 0.8117 |
69
+ | No log | 0.6545 | 36 | 0.8622 | 0.3019 | 0.8622 | 0.9286 |
70
+ | No log | 0.6909 | 38 | 0.7942 | 0.3799 | 0.7942 | 0.8912 |
71
+ | No log | 0.7273 | 40 | 0.7055 | 0.4502 | 0.7055 | 0.8399 |
72
+ | No log | 0.7636 | 42 | 0.6951 | 0.2182 | 0.6951 | 0.8337 |
73
+ | No log | 0.8 | 44 | 0.6869 | 0.1697 | 0.6869 | 0.8288 |
74
+ | No log | 0.8364 | 46 | 0.6318 | 0.3443 | 0.6318 | 0.7949 |
75
+ | No log | 0.8727 | 48 | 0.6271 | 0.2038 | 0.6271 | 0.7919 |
76
+ | No log | 0.9091 | 50 | 0.6922 | 0.3023 | 0.6922 | 0.8320 |
77
+ | No log | 0.9455 | 52 | 0.5976 | 0.4441 | 0.5976 | 0.7730 |
78
+ | No log | 0.9818 | 54 | 0.6012 | 0.4595 | 0.6012 | 0.7754 |
79
+ | No log | 1.0182 | 56 | 0.6577 | 0.4190 | 0.6577 | 0.8110 |
80
+ | No log | 1.0545 | 58 | 0.8560 | 0.3719 | 0.8560 | 0.9252 |
81
+ | No log | 1.0909 | 60 | 1.0749 | 0.3129 | 1.0749 | 1.0368 |
82
+ | No log | 1.1273 | 62 | 1.0215 | 0.2935 | 1.0215 | 1.0107 |
83
+ | No log | 1.1636 | 64 | 0.7183 | 0.3677 | 0.7183 | 0.8475 |
84
+ | No log | 1.2 | 66 | 0.6312 | 0.4555 | 0.6312 | 0.7945 |
85
+ | No log | 1.2364 | 68 | 0.6431 | 0.3914 | 0.6431 | 0.8019 |
86
+ | No log | 1.2727 | 70 | 0.9106 | 0.3425 | 0.9106 | 0.9542 |
87
+ | No log | 1.3091 | 72 | 1.2157 | 0.2346 | 1.2157 | 1.1026 |
88
+ | No log | 1.3455 | 74 | 1.1075 | 0.2880 | 1.1075 | 1.0524 |
89
+ | No log | 1.3818 | 76 | 0.9433 | 0.3214 | 0.9433 | 0.9712 |
90
+ | No log | 1.4182 | 78 | 0.6729 | 0.4281 | 0.6729 | 0.8203 |
91
+ | No log | 1.4545 | 80 | 0.6579 | 0.4655 | 0.6579 | 0.8111 |
92
+ | No log | 1.4909 | 82 | 0.6667 | 0.3831 | 0.6667 | 0.8165 |
93
+ | No log | 1.5273 | 84 | 0.5816 | 0.5235 | 0.5816 | 0.7626 |
94
+ | No log | 1.5636 | 86 | 0.6708 | 0.4014 | 0.6708 | 0.8190 |
95
+ | No log | 1.6 | 88 | 0.7312 | 0.4627 | 0.7312 | 0.8551 |
96
+ | No log | 1.6364 | 90 | 0.6696 | 0.4444 | 0.6696 | 0.8183 |
97
+ | No log | 1.6727 | 92 | 0.6140 | 0.4864 | 0.6140 | 0.7836 |
98
+ | No log | 1.7091 | 94 | 0.5767 | 0.5071 | 0.5767 | 0.7594 |
99
+ | No log | 1.7455 | 96 | 0.5839 | 0.4596 | 0.5839 | 0.7641 |
100
+ | No log | 1.7818 | 98 | 0.6337 | 0.5123 | 0.6337 | 0.7960 |
101
+ | No log | 1.8182 | 100 | 0.7348 | 0.4197 | 0.7348 | 0.8572 |
102
+ | No log | 1.8545 | 102 | 0.7717 | 0.4014 | 0.7717 | 0.8785 |
103
+ | No log | 1.8909 | 104 | 0.7010 | 0.3519 | 0.7010 | 0.8372 |
104
+ | No log | 1.9273 | 106 | 0.6171 | 0.4136 | 0.6171 | 0.7855 |
105
+ | No log | 1.9636 | 108 | 0.6141 | 0.3289 | 0.6141 | 0.7836 |
106
+ | No log | 2.0 | 110 | 0.6052 | 0.4816 | 0.6052 | 0.7779 |
107
+ | No log | 2.0364 | 112 | 0.7318 | 0.3384 | 0.7318 | 0.8554 |
108
+ | No log | 2.0727 | 114 | 0.8716 | 0.3636 | 0.8716 | 0.9336 |
109
+ | No log | 2.1091 | 116 | 0.7752 | 0.4741 | 0.7752 | 0.8805 |
110
+ | No log | 2.1455 | 118 | 0.6242 | 0.4819 | 0.6242 | 0.7901 |
111
+ | No log | 2.1818 | 120 | 0.6057 | 0.4901 | 0.6057 | 0.7782 |
112
+ | No log | 2.2182 | 122 | 0.6010 | 0.4819 | 0.6010 | 0.7753 |
113
+ | No log | 2.2545 | 124 | 0.6003 | 0.4819 | 0.6003 | 0.7748 |
114
+ | No log | 2.2909 | 126 | 0.5732 | 0.5604 | 0.5732 | 0.7571 |
115
+ | No log | 2.3273 | 128 | 0.5711 | 0.5533 | 0.5711 | 0.7557 |
116
+ | No log | 2.3636 | 130 | 0.5873 | 0.4919 | 0.5873 | 0.7664 |
117
+ | No log | 2.4 | 132 | 0.6105 | 0.5411 | 0.6105 | 0.7814 |
118
+ | No log | 2.4364 | 134 | 0.5899 | 0.4901 | 0.5899 | 0.7680 |
119
+ | No log | 2.4727 | 136 | 0.5826 | 0.4919 | 0.5826 | 0.7633 |
120
+ | No log | 2.5091 | 138 | 0.5722 | 0.5184 | 0.5722 | 0.7564 |
121
+ | No log | 2.5455 | 140 | 0.5880 | 0.5336 | 0.5880 | 0.7668 |
122
+ | No log | 2.5818 | 142 | 0.5773 | 0.5118 | 0.5773 | 0.7598 |
123
+ | No log | 2.6182 | 144 | 0.5886 | 0.5118 | 0.5886 | 0.7672 |
124
+ | No log | 2.6545 | 146 | 0.5929 | 0.4782 | 0.5929 | 0.7700 |
125
+ | No log | 2.6909 | 148 | 0.5806 | 0.4535 | 0.5806 | 0.7620 |
126
+ | No log | 2.7273 | 150 | 0.5390 | 0.4596 | 0.5390 | 0.7341 |
127
+ | No log | 2.7636 | 152 | 0.5344 | 0.4591 | 0.5344 | 0.7310 |
128
+ | No log | 2.8 | 154 | 0.5399 | 0.4726 | 0.5399 | 0.7348 |
129
+ | No log | 2.8364 | 156 | 0.5687 | 0.5036 | 0.5687 | 0.7541 |
130
+ | No log | 2.8727 | 158 | 0.5522 | 0.4747 | 0.5522 | 0.7431 |
131
+ | No log | 2.9091 | 160 | 0.5516 | 0.4747 | 0.5516 | 0.7427 |
132
+ | No log | 2.9455 | 162 | 0.6043 | 0.5104 | 0.6043 | 0.7774 |
133
+ | No log | 2.9818 | 164 | 0.5941 | 0.5034 | 0.5941 | 0.7708 |
134
+ | No log | 3.0182 | 166 | 0.5601 | 0.5373 | 0.5601 | 0.7484 |
135
+ | No log | 3.0545 | 168 | 0.5983 | 0.5195 | 0.5983 | 0.7735 |
136
+ | No log | 3.0909 | 170 | 0.5719 | 0.5596 | 0.5719 | 0.7562 |
137
+ | No log | 3.1273 | 172 | 0.6122 | 0.4596 | 0.6122 | 0.7824 |
138
+ | No log | 3.1636 | 174 | 0.6628 | 0.5435 | 0.6628 | 0.8141 |
139
+ | No log | 3.2 | 176 | 0.5844 | 0.5089 | 0.5844 | 0.7644 |
140
+ | No log | 3.2364 | 178 | 0.5276 | 0.5596 | 0.5276 | 0.7263 |
141
+ | No log | 3.2727 | 180 | 0.5242 | 0.5390 | 0.5242 | 0.7240 |
142
+ | No log | 3.3091 | 182 | 0.5251 | 0.4942 | 0.5251 | 0.7246 |
143
+ | No log | 3.3455 | 184 | 0.5152 | 0.5522 | 0.5152 | 0.7178 |
144
+ | No log | 3.3818 | 186 | 0.5591 | 0.4979 | 0.5591 | 0.7477 |
145
+ | No log | 3.4182 | 188 | 0.6609 | 0.5265 | 0.6609 | 0.8130 |
146
+ | No log | 3.4545 | 190 | 0.5739 | 0.4850 | 0.5739 | 0.7575 |
147
+ | No log | 3.4909 | 192 | 0.5047 | 0.5195 | 0.5047 | 0.7104 |
148
+ | No log | 3.5273 | 194 | 0.5328 | 0.5214 | 0.5328 | 0.7299 |
149
+ | No log | 3.5636 | 196 | 0.5083 | 0.5268 | 0.5083 | 0.7130 |
150
+ | No log | 3.6 | 198 | 0.5088 | 0.5596 | 0.5088 | 0.7133 |
151
+ | No log | 3.6364 | 200 | 0.6137 | 0.5528 | 0.6137 | 0.7834 |
152
+ | No log | 3.6727 | 202 | 0.6838 | 0.5018 | 0.6838 | 0.8269 |
153
+ | No log | 3.7091 | 204 | 0.6155 | 0.5735 | 0.6155 | 0.7846 |
154
+ | No log | 3.7455 | 206 | 0.5426 | 0.5184 | 0.5426 | 0.7366 |
155
+ | No log | 3.7818 | 208 | 0.5201 | 0.5677 | 0.5201 | 0.7212 |
156
+ | No log | 3.8182 | 210 | 0.5297 | 0.5951 | 0.5297 | 0.7278 |
157
+ | No log | 3.8545 | 212 | 0.5135 | 0.5184 | 0.5135 | 0.7166 |
158
+ | No log | 3.8909 | 214 | 0.5285 | 0.5168 | 0.5285 | 0.7270 |
159
+ | No log | 3.9273 | 216 | 0.5328 | 0.5250 | 0.5328 | 0.7299 |
160
+ | No log | 3.9636 | 218 | 0.5161 | 0.5492 | 0.5161 | 0.7184 |
161
+ | No log | 4.0 | 220 | 0.5380 | 0.4782 | 0.5380 | 0.7335 |
162
+ | No log | 4.0364 | 222 | 0.5548 | 0.4847 | 0.5548 | 0.7449 |
163
+ | No log | 4.0727 | 224 | 0.5401 | 0.4847 | 0.5401 | 0.7349 |
164
+ | No log | 4.1091 | 226 | 0.5157 | 0.4866 | 0.5157 | 0.7181 |
165
+ | No log | 4.1455 | 228 | 0.5421 | 0.4979 | 0.5421 | 0.7363 |
166
+ | No log | 4.1818 | 230 | 0.5692 | 0.4756 | 0.5692 | 0.7544 |
167
+ | No log | 4.2182 | 232 | 0.5332 | 0.4367 | 0.5332 | 0.7302 |
168
+ | No log | 4.2545 | 234 | 0.5320 | 0.4229 | 0.5320 | 0.7294 |
169
+ | No log | 4.2909 | 236 | 0.5618 | 0.4597 | 0.5618 | 0.7495 |
170
+ | No log | 4.3273 | 238 | 0.5322 | 0.4660 | 0.5322 | 0.7296 |
171
+ | No log | 4.3636 | 240 | 0.5036 | 0.4829 | 0.5036 | 0.7097 |
172
+ | No log | 4.4 | 242 | 0.5134 | 0.4486 | 0.5134 | 0.7165 |
173
+ | No log | 4.4364 | 244 | 0.5822 | 0.5384 | 0.5822 | 0.7630 |
174
+ | No log | 4.4727 | 246 | 0.5779 | 0.5384 | 0.5779 | 0.7602 |
175
+ | No log | 4.5091 | 248 | 0.4957 | 0.5319 | 0.4957 | 0.7041 |
176
+ | No log | 4.5455 | 250 | 0.4913 | 0.5306 | 0.4913 | 0.7009 |
177
+ | No log | 4.5818 | 252 | 0.5166 | 0.5501 | 0.5166 | 0.7187 |
178
+ | No log | 4.6182 | 254 | 0.5761 | 0.5395 | 0.5761 | 0.7590 |
179
+ | No log | 4.6545 | 256 | 0.5460 | 0.5485 | 0.5460 | 0.7389 |
180
+ | No log | 4.6909 | 258 | 0.4907 | 0.4892 | 0.4907 | 0.7005 |
181
+ | No log | 4.7273 | 260 | 0.5084 | 0.5649 | 0.5084 | 0.7130 |
182
+ | No log | 4.7636 | 262 | 0.5325 | 0.5467 | 0.5325 | 0.7297 |
183
+ | No log | 4.8 | 264 | 0.5180 | 0.5270 | 0.5180 | 0.7197 |
184
+ | No log | 4.8364 | 266 | 0.5321 | 0.4958 | 0.5321 | 0.7295 |
185
+ | No log | 4.8727 | 268 | 0.5429 | 0.4919 | 0.5429 | 0.7368 |
186
+ | No log | 4.9091 | 270 | 0.5230 | 0.4847 | 0.5230 | 0.7232 |
187
+ | No log | 4.9455 | 272 | 0.5179 | 0.4484 | 0.5179 | 0.7196 |
188
+ | No log | 4.9818 | 274 | 0.5150 | 0.4484 | 0.5150 | 0.7176 |
189
+ | No log | 5.0182 | 276 | 0.5149 | 0.4147 | 0.5149 | 0.7176 |
190
+ | No log | 5.0545 | 278 | 0.5323 | 0.4397 | 0.5323 | 0.7296 |
191
+ | No log | 5.0909 | 280 | 0.5246 | 0.4397 | 0.5246 | 0.7243 |
192
+ | No log | 5.1273 | 282 | 0.4888 | 0.5089 | 0.4888 | 0.6992 |
193
+ | No log | 5.1636 | 284 | 0.5065 | 0.5495 | 0.5065 | 0.7117 |
194
+ | No log | 5.2 | 286 | 0.5191 | 0.5718 | 0.5191 | 0.7205 |
195
+ | No log | 5.2364 | 288 | 0.5268 | 0.5970 | 0.5268 | 0.7258 |
196
+ | No log | 5.2727 | 290 | 0.5484 | 0.6169 | 0.5484 | 0.7406 |
197
+ | No log | 5.3091 | 292 | 0.5424 | 0.5881 | 0.5424 | 0.7365 |
198
+ | No log | 5.3455 | 294 | 0.5292 | 0.5494 | 0.5292 | 0.7275 |
199
+ | No log | 5.3818 | 296 | 0.5226 | 0.5336 | 0.5226 | 0.7229 |
200
+ | No log | 5.4182 | 298 | 0.5213 | 0.5436 | 0.5213 | 0.7220 |
201
+ | No log | 5.4545 | 300 | 0.5375 | 0.5933 | 0.5375 | 0.7331 |
202
+ | No log | 5.4909 | 302 | 0.5269 | 0.5495 | 0.5269 | 0.7259 |
203
+ | No log | 5.5273 | 304 | 0.5071 | 0.5125 | 0.5071 | 0.7121 |
204
+ | No log | 5.5636 | 306 | 0.5345 | 0.4895 | 0.5345 | 0.7311 |
205
+ | No log | 5.6 | 308 | 0.5497 | 0.4292 | 0.5497 | 0.7414 |
206
+ | No log | 5.6364 | 310 | 0.5164 | 0.4953 | 0.5164 | 0.7186 |
207
+ | No log | 5.6727 | 312 | 0.5375 | 0.5841 | 0.5375 | 0.7332 |
208
+ | No log | 5.7091 | 314 | 0.5725 | 0.5841 | 0.5725 | 0.7566 |
209
+ | No log | 5.7455 | 316 | 0.5352 | 0.5178 | 0.5352 | 0.7316 |
210
+ | No log | 5.7818 | 318 | 0.5442 | 0.4895 | 0.5442 | 0.7377 |
211
+ | No log | 5.8182 | 320 | 0.6327 | 0.3942 | 0.6327 | 0.7954 |
212
+ | No log | 5.8545 | 322 | 0.6268 | 0.4134 | 0.6268 | 0.7917 |
213
+ | No log | 5.8909 | 324 | 0.6210 | 0.4393 | 0.6210 | 0.7880 |
214
+ | No log | 5.9273 | 326 | 0.5948 | 0.4377 | 0.5948 | 0.7712 |
215
+ | No log | 5.9636 | 328 | 0.6060 | 0.4301 | 0.6060 | 0.7785 |
216
+ | No log | 6.0 | 330 | 0.6001 | 0.3574 | 0.6001 | 0.7747 |
217
+ | No log | 6.0364 | 332 | 0.6206 | 0.3665 | 0.6206 | 0.7878 |
218
+ | No log | 6.0727 | 334 | 0.6051 | 0.3738 | 0.6051 | 0.7779 |
219
+ | No log | 6.1091 | 336 | 0.6031 | 0.3324 | 0.6031 | 0.7766 |
220
+ | No log | 6.1455 | 338 | 0.6042 | 0.3649 | 0.6042 | 0.7773 |
221
+ | No log | 6.1818 | 340 | 0.5722 | 0.4052 | 0.5722 | 0.7564 |
222
+ | No log | 6.2182 | 342 | 0.5466 | 0.3318 | 0.5466 | 0.7393 |
223
+ | No log | 6.2545 | 344 | 0.5322 | 0.4161 | 0.5322 | 0.7296 |
224
+ | No log | 6.2909 | 346 | 0.5403 | 0.4547 | 0.5403 | 0.7351 |
225
+ | No log | 6.3273 | 348 | 0.5516 | 0.3840 | 0.5516 | 0.7427 |
226
+ | No log | 6.3636 | 350 | 0.5302 | 0.4681 | 0.5302 | 0.7282 |
227
+ | No log | 6.4 | 352 | 0.5335 | 0.4809 | 0.5335 | 0.7304 |
228
+ | No log | 6.4364 | 354 | 0.5483 | 0.4782 | 0.5483 | 0.7405 |
229
+ | No log | 6.4727 | 356 | 0.5560 | 0.4717 | 0.5560 | 0.7456 |
230
+ | No log | 6.5091 | 358 | 0.5343 | 0.4299 | 0.5343 | 0.7309 |
231
+ | No log | 6.5455 | 360 | 0.5439 | 0.4267 | 0.5439 | 0.7375 |
232
+ | No log | 6.5818 | 362 | 0.5958 | 0.3763 | 0.5958 | 0.7719 |
233
+ | No log | 6.6182 | 364 | 0.5778 | 0.4267 | 0.5778 | 0.7601 |
234
+ | No log | 6.6545 | 366 | 0.5707 | 0.4267 | 0.5707 | 0.7554 |
235
+ | No log | 6.6909 | 368 | 0.5830 | 0.4182 | 0.5830 | 0.7635 |
236
+ | No log | 6.7273 | 370 | 0.5710 | 0.4267 | 0.5710 | 0.7556 |
237
+ | No log | 6.7636 | 372 | 0.5622 | 0.4504 | 0.5622 | 0.7498 |
238
+ | No log | 6.8 | 374 | 0.5784 | 0.4747 | 0.5784 | 0.7605 |
239
+ | No log | 6.8364 | 376 | 0.5931 | 0.4747 | 0.5931 | 0.7702 |
240
+ | No log | 6.8727 | 378 | 0.5996 | 0.4747 | 0.5996 | 0.7743 |
241
+ | No log | 6.9091 | 380 | 0.5982 | 0.4747 | 0.5982 | 0.7735 |
242
+ | No log | 6.9455 | 382 | 0.5934 | 0.4747 | 0.5934 | 0.7703 |
243
+ | No log | 6.9818 | 384 | 0.5838 | 0.4747 | 0.5838 | 0.7641 |
244
+ | No log | 7.0182 | 386 | 0.6028 | 0.4044 | 0.6028 | 0.7764 |
245
+ | No log | 7.0545 | 388 | 0.6047 | 0.4044 | 0.6047 | 0.7776 |
246
+ | No log | 7.0909 | 390 | 0.5935 | 0.4726 | 0.5935 | 0.7704 |
247
+ | No log | 7.1273 | 392 | 0.6021 | 0.4044 | 0.6021 | 0.7760 |
248
+ | No log | 7.1636 | 394 | 0.5872 | 0.4459 | 0.5872 | 0.7663 |
249
+ | No log | 7.2 | 396 | 0.5688 | 0.4816 | 0.5688 | 0.7542 |
250
+ | No log | 7.2364 | 398 | 0.5566 | 0.4816 | 0.5566 | 0.7460 |
251
+ | No log | 7.2727 | 400 | 0.5631 | 0.4726 | 0.5631 | 0.7504 |
252
+ | No log | 7.3091 | 402 | 0.5413 | 0.4504 | 0.5413 | 0.7357 |
253
+ | No log | 7.3455 | 404 | 0.5383 | 0.4722 | 0.5383 | 0.7337 |
254
+ | No log | 7.3818 | 406 | 0.5397 | 0.4885 | 0.5397 | 0.7347 |
255
+ | No log | 7.4182 | 408 | 0.5435 | 0.4300 | 0.5435 | 0.7372 |
256
+ | No log | 7.4545 | 410 | 0.5391 | 0.4637 | 0.5391 | 0.7342 |
257
+ | No log | 7.4909 | 412 | 0.5342 | 0.4904 | 0.5342 | 0.7309 |
258
+ | No log | 7.5273 | 414 | 0.5377 | 0.4942 | 0.5377 | 0.7333 |
259
+ | No log | 7.5636 | 416 | 0.5285 | 0.4904 | 0.5285 | 0.7270 |
260
+ | No log | 7.6 | 418 | 0.5528 | 0.4914 | 0.5528 | 0.7435 |
261
+ | No log | 7.6364 | 420 | 0.5986 | 0.4393 | 0.5986 | 0.7737 |
262
+ | No log | 7.6727 | 422 | 0.5712 | 0.4895 | 0.5712 | 0.7558 |
263
+ | No log | 7.7091 | 424 | 0.5514 | 0.4782 | 0.5514 | 0.7426 |
264
+ | No log | 7.7455 | 426 | 0.5651 | 0.4635 | 0.5651 | 0.7517 |
265
+ | No log | 7.7818 | 428 | 0.6391 | 0.5051 | 0.6391 | 0.7994 |
266
+ | No log | 7.8182 | 430 | 0.6897 | 0.4833 | 0.6897 | 0.8305 |
267
+ | No log | 7.8545 | 432 | 0.6819 | 0.4833 | 0.6819 | 0.8258 |
268
+ | No log | 7.8909 | 434 | 0.6059 | 0.4908 | 0.6059 | 0.7784 |
269
+ | No log | 7.9273 | 436 | 0.5438 | 0.4345 | 0.5438 | 0.7374 |
270
+ | No log | 7.9636 | 438 | 0.5395 | 0.4299 | 0.5395 | 0.7345 |
271
+ | No log | 8.0 | 440 | 0.5455 | 0.3889 | 0.5455 | 0.7386 |
272
+ | No log | 8.0364 | 442 | 0.5524 | 0.3920 | 0.5524 | 0.7433 |
273
+ | No log | 8.0727 | 444 | 0.5629 | 0.3604 | 0.5629 | 0.7503 |
274
+ | No log | 8.1091 | 446 | 0.5707 | 0.3604 | 0.5707 | 0.7555 |
275
+ | No log | 8.1455 | 448 | 0.5697 | 0.3633 | 0.5697 | 0.7548 |
276
+ | No log | 8.1818 | 450 | 0.5686 | 0.4161 | 0.5686 | 0.7540 |
277
+ | No log | 8.2182 | 452 | 0.5713 | 0.3889 | 0.5713 | 0.7558 |
278
+ | No log | 8.2545 | 454 | 0.5707 | 0.4224 | 0.5707 | 0.7555 |
279
+ | No log | 8.2909 | 456 | 0.5776 | 0.4291 | 0.5776 | 0.7600 |
280
+ | No log | 8.3273 | 458 | 0.5654 | 0.4752 | 0.5654 | 0.7519 |
281
+ | No log | 8.3636 | 460 | 0.5629 | 0.3889 | 0.5629 | 0.7503 |
282
+ | No log | 8.4 | 462 | 0.5662 | 0.3019 | 0.5662 | 0.7525 |
283
+ | No log | 8.4364 | 464 | 0.5805 | 0.3781 | 0.5805 | 0.7619 |
284
+ | No log | 8.4727 | 466 | 0.5883 | 0.3675 | 0.5883 | 0.7670 |
285
+ | No log | 8.5091 | 468 | 0.5690 | 0.4747 | 0.5690 | 0.7543 |
286
+ | No log | 8.5455 | 470 | 0.5659 | 0.4596 | 0.5659 | 0.7523 |
287
+ | No log | 8.5818 | 472 | 0.5723 | 0.4681 | 0.5723 | 0.7565 |
288
+ | No log | 8.6182 | 474 | 0.5603 | 0.4596 | 0.5603 | 0.7486 |
289
+ | No log | 8.6545 | 476 | 0.5577 | 0.4828 | 0.5577 | 0.7468 |
290
+ | No log | 8.6909 | 478 | 0.5710 | 0.4828 | 0.5710 | 0.7556 |
291
+ | No log | 8.7273 | 480 | 0.6228 | 0.4448 | 0.6228 | 0.7892 |
292
+ | No log | 8.7636 | 482 | 0.6272 | 0.4413 | 0.6272 | 0.7920 |
293
+ | No log | 8.8 | 484 | 0.5898 | 0.4434 | 0.5898 | 0.7680 |
294
+ | No log | 8.8364 | 486 | 0.5691 | 0.4828 | 0.5691 | 0.7544 |
295
+ | No log | 8.8727 | 488 | 0.5543 | 0.4914 | 0.5543 | 0.7445 |
296
+ | No log | 8.9091 | 490 | 0.5704 | 0.4964 | 0.5704 | 0.7553 |
297
+ | No log | 8.9455 | 492 | 0.5623 | 0.5056 | 0.5623 | 0.7499 |
298
+ | No log | 8.9818 | 494 | 0.5421 | 0.4276 | 0.5421 | 0.7363 |
299
+ | No log | 9.0182 | 496 | 0.5439 | 0.4019 | 0.5439 | 0.7375 |
300
+ | No log | 9.0545 | 498 | 0.5450 | 0.4019 | 0.5450 | 0.7382 |
301
+ | 0.246 | 9.0909 | 500 | 0.5568 | 0.4526 | 0.5568 | 0.7462 |
302
+ | 0.246 | 9.1273 | 502 | 0.6175 | 0.3737 | 0.6175 | 0.7858 |
303
+ | 0.246 | 9.1636 | 504 | 0.6380 | 0.3662 | 0.6380 | 0.7987 |
304
+ | 0.246 | 9.2 | 506 | 0.5908 | 0.4639 | 0.5908 | 0.7686 |
305
+ | 0.246 | 9.2364 | 508 | 0.5404 | 0.4276 | 0.5404 | 0.7351 |
306
+ | 0.246 | 9.2727 | 510 | 0.5684 | 0.4227 | 0.5684 | 0.7539 |
307
+ | 0.246 | 9.3091 | 512 | 0.5765 | 0.4227 | 0.5765 | 0.7593 |
308
+ | 0.246 | 9.3455 | 514 | 0.5522 | 0.3988 | 0.5522 | 0.7431 |
309
+ | 0.246 | 9.3818 | 516 | 0.5531 | 0.4526 | 0.5531 | 0.7437 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions