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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k5_task5_organization

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  1. README.md +268 -331
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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_k1_task5_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_k1_task5_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: 0.6173
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- - Qwk: 0.5940
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- - Mse: 0.6173
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- - Rmse: 0.7857
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  ## Model description
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@@ -49,331 +49,268 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.2857 | 2 | 4.0411 | -0.0177 | 4.0411 | 2.0102 |
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- | No log | 0.5714 | 4 | 2.5074 | 0.1240 | 2.5074 | 1.5835 |
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- | No log | 0.8571 | 6 | 1.3389 | 0.0380 | 1.3389 | 1.1571 |
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- | No log | 1.1429 | 8 | 1.0995 | 0.2023 | 1.0995 | 1.0486 |
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- | No log | 1.4286 | 10 | 1.0774 | 0.0855 | 1.0774 | 1.0380 |
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- | No log | 1.7143 | 12 | 1.0648 | 0.2035 | 1.0648 | 1.0319 |
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- | No log | 2.0 | 14 | 1.0250 | 0.2591 | 1.0250 | 1.0124 |
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- | No log | 2.2857 | 16 | 1.0037 | 0.2935 | 1.0037 | 1.0018 |
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- | No log | 2.5714 | 18 | 0.8978 | 0.3876 | 0.8978 | 0.9475 |
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- | No log | 2.8571 | 20 | 0.7712 | 0.5220 | 0.7712 | 0.8782 |
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- | No log | 3.1429 | 22 | 0.7311 | 0.5663 | 0.7311 | 0.8551 |
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- | No log | 3.4286 | 24 | 0.7272 | 0.5704 | 0.7272 | 0.8528 |
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- | No log | 3.7143 | 26 | 1.0824 | 0.4618 | 1.0824 | 1.0404 |
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- | No log | 4.0 | 28 | 1.1801 | 0.3748 | 1.1801 | 1.0863 |
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- | No log | 4.2857 | 30 | 1.1940 | 0.4026 | 1.1940 | 1.0927 |
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- | No log | 4.5714 | 32 | 0.7990 | 0.5299 | 0.7990 | 0.8939 |
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- | No log | 4.8571 | 34 | 0.6993 | 0.5646 | 0.6993 | 0.8362 |
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- | No log | 5.1429 | 36 | 0.7540 | 0.4872 | 0.7540 | 0.8683 |
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- | No log | 5.4286 | 38 | 0.8317 | 0.5324 | 0.8317 | 0.9120 |
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- | No log | 5.7143 | 40 | 1.0255 | 0.4906 | 1.0255 | 1.0127 |
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- | No log | 6.0 | 42 | 0.7867 | 0.5912 | 0.7867 | 0.8869 |
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- | No log | 6.2857 | 44 | 0.7651 | 0.6089 | 0.7651 | 0.8747 |
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- | No log | 6.5714 | 46 | 0.7851 | 0.6354 | 0.7851 | 0.8860 |
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- | No log | 6.8571 | 48 | 0.7000 | 0.6369 | 0.7000 | 0.8367 |
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- | No log | 7.1429 | 50 | 0.6834 | 0.6398 | 0.6834 | 0.8267 |
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- | No log | 7.4286 | 52 | 0.6507 | 0.6269 | 0.6507 | 0.8067 |
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- | No log | 7.7143 | 54 | 0.6895 | 0.5946 | 0.6895 | 0.8304 |
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- | No log | 8.0 | 56 | 0.8274 | 0.6263 | 0.8274 | 0.9096 |
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- | No log | 8.2857 | 58 | 0.7030 | 0.5873 | 0.7030 | 0.8384 |
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- | No log | 8.5714 | 60 | 0.7523 | 0.6004 | 0.7523 | 0.8674 |
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- | No log | 8.8571 | 62 | 0.9421 | 0.5283 | 0.9421 | 0.9706 |
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- | No log | 9.1429 | 64 | 0.7768 | 0.5805 | 0.7768 | 0.8814 |
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- | No log | 9.4286 | 66 | 0.6776 | 0.5548 | 0.6776 | 0.8231 |
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- | No log | 9.7143 | 68 | 0.6717 | 0.5653 | 0.6717 | 0.8196 |
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- | No log | 10.0 | 70 | 0.7936 | 0.5997 | 0.7936 | 0.8908 |
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- | No log | 10.2857 | 72 | 0.7547 | 0.5459 | 0.7547 | 0.8688 |
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- | No log | 10.5714 | 74 | 0.7270 | 0.5459 | 0.7270 | 0.8527 |
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- | No log | 10.8571 | 76 | 0.6373 | 0.5591 | 0.6373 | 0.7983 |
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- | No log | 11.1429 | 78 | 0.6423 | 0.5506 | 0.6423 | 0.8015 |
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- | No log | 11.4286 | 80 | 0.6805 | 0.5325 | 0.6805 | 0.8249 |
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- | No log | 11.7143 | 82 | 0.8641 | 0.5066 | 0.8641 | 0.9295 |
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- | No log | 12.0 | 84 | 0.7504 | 0.5770 | 0.7504 | 0.8662 |
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- | No log | 12.2857 | 86 | 0.6421 | 0.6070 | 0.6421 | 0.8013 |
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- | No log | 12.5714 | 88 | 0.6293 | 0.6187 | 0.6293 | 0.7933 |
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- | No log | 12.8571 | 90 | 0.6317 | 0.6215 | 0.6317 | 0.7948 |
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- | No log | 13.1429 | 92 | 0.6525 | 0.5817 | 0.6525 | 0.8078 |
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- | No log | 13.4286 | 94 | 0.8344 | 0.5583 | 0.8344 | 0.9134 |
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- | No log | 13.7143 | 96 | 0.7955 | 0.6014 | 0.7955 | 0.8919 |
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- | No log | 14.0 | 98 | 0.6467 | 0.5964 | 0.6467 | 0.8042 |
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- | No log | 14.2857 | 100 | 0.6482 | 0.6094 | 0.6482 | 0.8051 |
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- | No log | 14.5714 | 102 | 0.6633 | 0.5869 | 0.6633 | 0.8144 |
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- | No log | 14.8571 | 104 | 0.8384 | 0.6014 | 0.8384 | 0.9156 |
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- | No log | 15.1429 | 106 | 1.0215 | 0.5094 | 1.0215 | 1.0107 |
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- | No log | 15.4286 | 108 | 0.8825 | 0.5781 | 0.8825 | 0.9394 |
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- | No log | 15.7143 | 110 | 0.6695 | 0.5905 | 0.6695 | 0.8182 |
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- | No log | 16.0 | 112 | 0.6705 | 0.5239 | 0.6705 | 0.8188 |
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- | No log | 16.2857 | 114 | 0.6724 | 0.5166 | 0.6724 | 0.8200 |
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- | No log | 16.5714 | 116 | 0.7416 | 0.5357 | 0.7416 | 0.8612 |
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- | No log | 16.8571 | 118 | 0.8245 | 0.6043 | 0.8245 | 0.9080 |
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- | No log | 17.1429 | 120 | 0.7397 | 0.5676 | 0.7397 | 0.8601 |
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- | No log | 17.4286 | 122 | 0.6358 | 0.5349 | 0.6358 | 0.7974 |
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- | No log | 17.7143 | 124 | 0.6519 | 0.6560 | 0.6519 | 0.8074 |
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- | No log | 18.0 | 126 | 0.6405 | 0.6777 | 0.6405 | 0.8003 |
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- | No log | 18.2857 | 128 | 0.6314 | 0.6104 | 0.6314 | 0.7946 |
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- | No log | 18.5714 | 130 | 0.7573 | 0.6325 | 0.7573 | 0.8702 |
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- | No log | 18.8571 | 132 | 0.7665 | 0.6173 | 0.7665 | 0.8755 |
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- | No log | 19.1429 | 134 | 0.7407 | 0.5553 | 0.7407 | 0.8607 |
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- | No log | 19.4286 | 136 | 0.6578 | 0.5770 | 0.6578 | 0.8110 |
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- | No log | 19.7143 | 138 | 0.6158 | 0.5713 | 0.6158 | 0.7848 |
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- | No log | 20.0 | 140 | 0.6543 | 0.6209 | 0.6543 | 0.8089 |
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- | No log | 20.2857 | 142 | 0.6614 | 0.6209 | 0.6614 | 0.8132 |
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- | No log | 20.5714 | 144 | 0.6205 | 0.6028 | 0.6205 | 0.7877 |
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- | No log | 20.8571 | 146 | 0.6641 | 0.5665 | 0.6641 | 0.8149 |
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- | No log | 21.1429 | 148 | 0.7248 | 0.5676 | 0.7248 | 0.8513 |
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- | No log | 21.4286 | 150 | 0.6624 | 0.5862 | 0.6624 | 0.8139 |
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- | No log | 21.7143 | 152 | 0.6215 | 0.6186 | 0.6215 | 0.7884 |
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- | No log | 22.0 | 154 | 0.6231 | 0.6196 | 0.6231 | 0.7893 |
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- | No log | 22.2857 | 156 | 0.6269 | 0.5911 | 0.6269 | 0.7918 |
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- | No log | 22.5714 | 158 | 0.6159 | 0.6154 | 0.6159 | 0.7848 |
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- | No log | 22.8571 | 160 | 0.6527 | 0.5446 | 0.6527 | 0.8079 |
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- | No log | 23.1429 | 162 | 0.6590 | 0.5566 | 0.6590 | 0.8118 |
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- | No log | 23.4286 | 164 | 0.6148 | 0.6246 | 0.6148 | 0.7841 |
134
- | No log | 23.7143 | 166 | 0.6160 | 0.6606 | 0.6160 | 0.7849 |
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- | No log | 24.0 | 168 | 0.6191 | 0.6606 | 0.6191 | 0.7868 |
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- | No log | 24.2857 | 170 | 0.6525 | 0.6334 | 0.6525 | 0.8078 |
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- | No log | 24.5714 | 172 | 0.7196 | 0.5860 | 0.7196 | 0.8483 |
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- | No log | 24.8571 | 174 | 0.6793 | 0.6490 | 0.6793 | 0.8242 |
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- | No log | 25.1429 | 176 | 0.6187 | 0.6606 | 0.6187 | 0.7866 |
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- | No log | 25.4286 | 178 | 0.6025 | 0.6426 | 0.6025 | 0.7762 |
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- | No log | 25.7143 | 180 | 0.6130 | 0.6426 | 0.6130 | 0.7830 |
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- | No log | 26.0 | 182 | 0.6714 | 0.5459 | 0.6714 | 0.8194 |
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- | No log | 26.2857 | 184 | 0.7240 | 0.6043 | 0.7240 | 0.8509 |
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- | No log | 26.5714 | 186 | 0.7571 | 0.5709 | 0.7571 | 0.8701 |
145
- | No log | 26.8571 | 188 | 0.6859 | 0.5645 | 0.6859 | 0.8282 |
146
- | No log | 27.1429 | 190 | 0.6325 | 0.5955 | 0.6325 | 0.7953 |
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- | No log | 27.4286 | 192 | 0.6464 | 0.6398 | 0.6464 | 0.8040 |
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- | No log | 27.7143 | 194 | 0.6351 | 0.6429 | 0.6351 | 0.7969 |
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- | No log | 28.0 | 196 | 0.6261 | 0.6035 | 0.6261 | 0.7912 |
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- | No log | 28.2857 | 198 | 0.6621 | 0.5759 | 0.6621 | 0.8137 |
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- | No log | 28.5714 | 200 | 0.6848 | 0.5459 | 0.6848 | 0.8275 |
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- | No log | 28.8571 | 202 | 0.6610 | 0.5446 | 0.6610 | 0.8130 |
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- | No log | 29.1429 | 204 | 0.6232 | 0.5971 | 0.6232 | 0.7895 |
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- | No log | 29.4286 | 206 | 0.6101 | 0.6167 | 0.6101 | 0.7811 |
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- | No log | 29.7143 | 208 | 0.6101 | 0.6215 | 0.6101 | 0.7811 |
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- | No log | 30.0 | 210 | 0.6112 | 0.6164 | 0.6112 | 0.7818 |
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- | No log | 30.2857 | 212 | 0.6341 | 0.5653 | 0.6341 | 0.7963 |
158
- | No log | 30.5714 | 214 | 0.6348 | 0.5536 | 0.6348 | 0.7968 |
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- | No log | 30.8571 | 216 | 0.6114 | 0.6144 | 0.6114 | 0.7819 |
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- | No log | 31.1429 | 218 | 0.6003 | 0.6452 | 0.6003 | 0.7748 |
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- | No log | 31.4286 | 220 | 0.6014 | 0.6555 | 0.6014 | 0.7755 |
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- | No log | 31.7143 | 222 | 0.6052 | 0.6452 | 0.6052 | 0.7779 |
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- | No log | 32.0 | 224 | 0.6108 | 0.5737 | 0.6108 | 0.7815 |
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- | No log | 32.2857 | 226 | 0.6891 | 0.5686 | 0.6891 | 0.8302 |
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- | No log | 32.5714 | 228 | 0.7466 | 0.6025 | 0.7466 | 0.8640 |
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- | No log | 32.8571 | 230 | 0.6946 | 0.5553 | 0.6946 | 0.8334 |
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- | No log | 33.1429 | 232 | 0.6156 | 0.6144 | 0.6156 | 0.7846 |
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- | No log | 33.4286 | 234 | 0.6046 | 0.6275 | 0.6046 | 0.7776 |
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- | No log | 33.7143 | 236 | 0.6030 | 0.6275 | 0.6030 | 0.7765 |
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- | No log | 34.0 | 238 | 0.6072 | 0.6452 | 0.6072 | 0.7792 |
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- | No log | 34.2857 | 240 | 0.6364 | 0.6052 | 0.6364 | 0.7977 |
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- | No log | 34.5714 | 242 | 0.6869 | 0.6014 | 0.6869 | 0.8288 |
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- | No log | 34.8571 | 244 | 0.6785 | 0.6377 | 0.6785 | 0.8237 |
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- | No log | 35.1429 | 246 | 0.6224 | 0.5737 | 0.6224 | 0.7889 |
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- | No log | 35.4286 | 248 | 0.6174 | 0.5945 | 0.6174 | 0.7857 |
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- | No log | 35.7143 | 250 | 0.6454 | 0.5869 | 0.6454 | 0.8034 |
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- | No log | 36.0 | 252 | 0.6353 | 0.5614 | 0.6353 | 0.7970 |
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- | No log | 36.2857 | 254 | 0.6112 | 0.6364 | 0.6112 | 0.7818 |
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- | No log | 36.5714 | 256 | 0.6165 | 0.5748 | 0.6165 | 0.7852 |
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- | No log | 36.8571 | 258 | 0.6368 | 0.5865 | 0.6368 | 0.7980 |
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- | No log | 37.1429 | 260 | 0.6268 | 0.5865 | 0.6268 | 0.7917 |
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- | No log | 37.4286 | 262 | 0.6091 | 0.6144 | 0.6091 | 0.7804 |
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- | No log | 37.7143 | 264 | 0.6062 | 0.6426 | 0.6062 | 0.7786 |
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- | No log | 38.0 | 266 | 0.6107 | 0.6068 | 0.6107 | 0.7815 |
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- | No log | 38.2857 | 268 | 0.6050 | 0.6452 | 0.6050 | 0.7778 |
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- | No log | 38.5714 | 270 | 0.6054 | 0.6325 | 0.6054 | 0.7781 |
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- | No log | 38.8571 | 272 | 0.6179 | 0.5852 | 0.6179 | 0.7861 |
188
- | No log | 39.1429 | 274 | 0.6324 | 0.6184 | 0.6324 | 0.7952 |
189
- | No log | 39.4286 | 276 | 0.6154 | 0.5650 | 0.6154 | 0.7845 |
190
- | No log | 39.7143 | 278 | 0.6099 | 0.6078 | 0.6099 | 0.7809 |
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- | No log | 40.0 | 280 | 0.6126 | 0.6057 | 0.6126 | 0.7827 |
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- | No log | 40.2857 | 282 | 0.6225 | 0.5943 | 0.6225 | 0.7890 |
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- | No log | 40.5714 | 284 | 0.6265 | 0.5610 | 0.6265 | 0.7915 |
194
- | No log | 40.8571 | 286 | 0.6268 | 0.5402 | 0.6268 | 0.7917 |
195
- | No log | 41.1429 | 288 | 0.6307 | 0.5301 | 0.6307 | 0.7942 |
196
- | No log | 41.4286 | 290 | 0.6306 | 0.5650 | 0.6306 | 0.7941 |
197
- | No log | 41.7143 | 292 | 0.6274 | 0.5650 | 0.6274 | 0.7921 |
198
- | No log | 42.0 | 294 | 0.6513 | 0.5999 | 0.6513 | 0.8070 |
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- | No log | 42.2857 | 296 | 0.6633 | 0.5917 | 0.6633 | 0.8144 |
200
- | No log | 42.5714 | 298 | 0.6596 | 0.5917 | 0.6596 | 0.8122 |
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- | No log | 42.8571 | 300 | 0.6227 | 0.5961 | 0.6227 | 0.7891 |
202
- | No log | 43.1429 | 302 | 0.6064 | 0.6259 | 0.6064 | 0.7787 |
203
- | No log | 43.4286 | 304 | 0.6075 | 0.6426 | 0.6075 | 0.7794 |
204
- | No log | 43.7143 | 306 | 0.6260 | 0.5737 | 0.6260 | 0.7912 |
205
- | No log | 44.0 | 308 | 0.6470 | 0.5862 | 0.6470 | 0.8043 |
206
- | No log | 44.2857 | 310 | 0.6992 | 0.6004 | 0.6992 | 0.8362 |
207
- | No log | 44.5714 | 312 | 0.7056 | 0.5946 | 0.7056 | 0.8400 |
208
- | No log | 44.8571 | 314 | 0.6508 | 0.5748 | 0.6508 | 0.8067 |
209
- | No log | 45.1429 | 316 | 0.6180 | 0.6606 | 0.6180 | 0.7861 |
210
- | No log | 45.4286 | 318 | 0.6216 | 0.6606 | 0.6216 | 0.7884 |
211
- | No log | 45.7143 | 320 | 0.6345 | 0.6482 | 0.6345 | 0.7966 |
212
- | No log | 46.0 | 322 | 0.6901 | 0.6003 | 0.6901 | 0.8307 |
213
- | No log | 46.2857 | 324 | 0.7971 | 0.6382 | 0.7971 | 0.8928 |
214
- | No log | 46.5714 | 326 | 0.8008 | 0.6382 | 0.8008 | 0.8949 |
215
- | No log | 46.8571 | 328 | 0.7238 | 0.6100 | 0.7238 | 0.8507 |
216
- | No log | 47.1429 | 330 | 0.6473 | 0.6444 | 0.6473 | 0.8046 |
217
- | No log | 47.4286 | 332 | 0.6077 | 0.6526 | 0.6077 | 0.7795 |
218
- | No log | 47.7143 | 334 | 0.6130 | 0.6001 | 0.6130 | 0.7829 |
219
- | No log | 48.0 | 336 | 0.6109 | 0.6018 | 0.6109 | 0.7816 |
220
- | No log | 48.2857 | 338 | 0.6014 | 0.6364 | 0.6014 | 0.7755 |
221
- | No log | 48.5714 | 340 | 0.6152 | 0.5843 | 0.6152 | 0.7843 |
222
- | No log | 48.8571 | 342 | 0.6673 | 0.5686 | 0.6673 | 0.8169 |
223
- | No log | 49.1429 | 344 | 0.7147 | 0.6032 | 0.7147 | 0.8454 |
224
- | No log | 49.4286 | 346 | 0.7329 | 0.5881 | 0.7329 | 0.8561 |
225
- | No log | 49.7143 | 348 | 0.6940 | 0.5770 | 0.6940 | 0.8331 |
226
- | No log | 50.0 | 350 | 0.6400 | 0.5966 | 0.6400 | 0.8000 |
227
- | No log | 50.2857 | 352 | 0.6171 | 0.6426 | 0.6171 | 0.7856 |
228
- | No log | 50.5714 | 354 | 0.6120 | 0.6526 | 0.6120 | 0.7823 |
229
- | No log | 50.8571 | 356 | 0.6075 | 0.6526 | 0.6075 | 0.7794 |
230
- | No log | 51.1429 | 358 | 0.6039 | 0.6526 | 0.6039 | 0.7771 |
231
- | No log | 51.4286 | 360 | 0.6010 | 0.6526 | 0.6010 | 0.7753 |
232
- | No log | 51.7143 | 362 | 0.6096 | 0.6032 | 0.6096 | 0.7807 |
233
- | No log | 52.0 | 364 | 0.6431 | 0.5887 | 0.6431 | 0.8019 |
234
- | No log | 52.2857 | 366 | 0.6792 | 0.6341 | 0.6792 | 0.8241 |
235
- | No log | 52.5714 | 368 | 0.6657 | 0.6488 | 0.6657 | 0.8159 |
236
- | No log | 52.8571 | 370 | 0.6297 | 0.6052 | 0.6297 | 0.7936 |
237
- | No log | 53.1429 | 372 | 0.6042 | 0.6615 | 0.6042 | 0.7773 |
238
- | No log | 53.4286 | 374 | 0.5968 | 0.6325 | 0.5968 | 0.7725 |
239
- | No log | 53.7143 | 376 | 0.5944 | 0.6325 | 0.5944 | 0.7710 |
240
- | No log | 54.0 | 378 | 0.5931 | 0.6426 | 0.5931 | 0.7701 |
241
- | No log | 54.2857 | 380 | 0.5922 | 0.6237 | 0.5922 | 0.7696 |
242
- | No log | 54.5714 | 382 | 0.5946 | 0.6364 | 0.5946 | 0.7711 |
243
- | No log | 54.8571 | 384 | 0.6008 | 0.6354 | 0.6008 | 0.7751 |
244
- | No log | 55.1429 | 386 | 0.6037 | 0.6470 | 0.6037 | 0.7770 |
245
- | No log | 55.4286 | 388 | 0.6032 | 0.5747 | 0.6032 | 0.7766 |
246
- | No log | 55.7143 | 390 | 0.5994 | 0.6364 | 0.5994 | 0.7742 |
247
- | No log | 56.0 | 392 | 0.5937 | 0.6364 | 0.5937 | 0.7705 |
248
- | No log | 56.2857 | 394 | 0.5907 | 0.6526 | 0.5907 | 0.7686 |
249
- | No log | 56.5714 | 396 | 0.5937 | 0.6508 | 0.5937 | 0.7705 |
250
- | No log | 56.8571 | 398 | 0.6097 | 0.6508 | 0.6097 | 0.7808 |
251
- | No log | 57.1429 | 400 | 0.6238 | 0.5940 | 0.6238 | 0.7898 |
252
- | No log | 57.4286 | 402 | 0.6393 | 0.5940 | 0.6393 | 0.7996 |
253
- | No log | 57.7143 | 404 | 0.6436 | 0.6377 | 0.6436 | 0.8022 |
254
- | No log | 58.0 | 406 | 0.6572 | 0.6377 | 0.6572 | 0.8107 |
255
- | No log | 58.2857 | 408 | 0.6916 | 0.6436 | 0.6916 | 0.8316 |
256
- | No log | 58.5714 | 410 | 0.6700 | 0.6353 | 0.6700 | 0.8185 |
257
- | No log | 58.8571 | 412 | 0.6326 | 0.6265 | 0.6326 | 0.7954 |
258
- | No log | 59.1429 | 414 | 0.6042 | 0.6508 | 0.6042 | 0.7773 |
259
- | No log | 59.4286 | 416 | 0.5994 | 0.6426 | 0.5994 | 0.7742 |
260
- | No log | 59.7143 | 418 | 0.5984 | 0.6325 | 0.5984 | 0.7736 |
261
- | No log | 60.0 | 420 | 0.5994 | 0.6325 | 0.5994 | 0.7742 |
262
- | No log | 60.2857 | 422 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
263
- | No log | 60.5714 | 424 | 0.6159 | 0.6265 | 0.6159 | 0.7848 |
264
- | No log | 60.8571 | 426 | 0.6224 | 0.6265 | 0.6224 | 0.7889 |
265
- | No log | 61.1429 | 428 | 0.6214 | 0.6070 | 0.6214 | 0.7883 |
266
- | No log | 61.4286 | 430 | 0.6114 | 0.6144 | 0.6114 | 0.7819 |
267
- | No log | 61.7143 | 432 | 0.6046 | 0.6144 | 0.6046 | 0.7776 |
268
- | No log | 62.0 | 434 | 0.6050 | 0.6144 | 0.6050 | 0.7778 |
269
- | No log | 62.2857 | 436 | 0.6153 | 0.6144 | 0.6153 | 0.7844 |
270
- | No log | 62.5714 | 438 | 0.6107 | 0.6144 | 0.6107 | 0.7815 |
271
- | No log | 62.8571 | 440 | 0.6071 | 0.6144 | 0.6071 | 0.7792 |
272
- | No log | 63.1429 | 442 | 0.6025 | 0.6144 | 0.6025 | 0.7762 |
273
- | No log | 63.4286 | 444 | 0.6019 | 0.6144 | 0.6019 | 0.7758 |
274
- | No log | 63.7143 | 446 | 0.6092 | 0.6334 | 0.6092 | 0.7805 |
275
- | No log | 64.0 | 448 | 0.6424 | 0.6184 | 0.6424 | 0.8015 |
276
- | No log | 64.2857 | 450 | 0.6696 | 0.6275 | 0.6696 | 0.8183 |
277
- | No log | 64.5714 | 452 | 0.6633 | 0.6275 | 0.6633 | 0.8144 |
278
- | No log | 64.8571 | 454 | 0.6482 | 0.6164 | 0.6482 | 0.8051 |
279
- | No log | 65.1429 | 456 | 0.6270 | 0.6311 | 0.6270 | 0.7918 |
280
- | No log | 65.4286 | 458 | 0.6185 | 0.6334 | 0.6185 | 0.7865 |
281
- | No log | 65.7143 | 460 | 0.6108 | 0.6334 | 0.6108 | 0.7816 |
282
- | No log | 66.0 | 462 | 0.6094 | 0.6368 | 0.6094 | 0.7807 |
283
- | No log | 66.2857 | 464 | 0.6159 | 0.6184 | 0.6159 | 0.7848 |
284
- | No log | 66.5714 | 466 | 0.6185 | 0.5770 | 0.6185 | 0.7865 |
285
- | No log | 66.8571 | 468 | 0.6113 | 0.6368 | 0.6113 | 0.7818 |
286
- | No log | 67.1429 | 470 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
287
- | No log | 67.4286 | 472 | 0.6005 | 0.6334 | 0.6005 | 0.7749 |
288
- | No log | 67.7143 | 474 | 0.5951 | 0.6144 | 0.5951 | 0.7714 |
289
- | No log | 68.0 | 476 | 0.5959 | 0.6144 | 0.5959 | 0.7720 |
290
- | No log | 68.2857 | 478 | 0.5924 | 0.6144 | 0.5924 | 0.7697 |
291
- | No log | 68.5714 | 480 | 0.5903 | 0.6246 | 0.5903 | 0.7683 |
292
- | No log | 68.8571 | 482 | 0.5896 | 0.6246 | 0.5896 | 0.7678 |
293
- | No log | 69.1429 | 484 | 0.5890 | 0.6246 | 0.5890 | 0.7675 |
294
- | No log | 69.4286 | 486 | 0.5888 | 0.6246 | 0.5888 | 0.7673 |
295
- | No log | 69.7143 | 488 | 0.5888 | 0.6215 | 0.5888 | 0.7673 |
296
- | No log | 70.0 | 490 | 0.5895 | 0.6215 | 0.5895 | 0.7678 |
297
- | No log | 70.2857 | 492 | 0.5910 | 0.6237 | 0.5910 | 0.7688 |
298
- | No log | 70.5714 | 494 | 0.5911 | 0.5995 | 0.5911 | 0.7688 |
299
- | No log | 70.8571 | 496 | 0.5863 | 0.6237 | 0.5863 | 0.7657 |
300
- | No log | 71.1429 | 498 | 0.5870 | 0.6144 | 0.5870 | 0.7662 |
301
- | 0.1606 | 71.4286 | 500 | 0.5935 | 0.6144 | 0.5935 | 0.7704 |
302
- | 0.1606 | 71.7143 | 502 | 0.6017 | 0.6144 | 0.6017 | 0.7757 |
303
- | 0.1606 | 72.0 | 504 | 0.6197 | 0.6761 | 0.6197 | 0.7872 |
304
- | 0.1606 | 72.2857 | 506 | 0.6340 | 0.6377 | 0.6340 | 0.7962 |
305
- | 0.1606 | 72.5714 | 508 | 0.6478 | 0.6377 | 0.6478 | 0.8049 |
306
- | 0.1606 | 72.8571 | 510 | 0.6764 | 0.6204 | 0.6764 | 0.8224 |
307
- | 0.1606 | 73.1429 | 512 | 0.6861 | 0.6173 | 0.6861 | 0.8283 |
308
- | 0.1606 | 73.4286 | 514 | 0.6691 | 0.6353 | 0.6691 | 0.8180 |
309
- | 0.1606 | 73.7143 | 516 | 0.6439 | 0.6653 | 0.6439 | 0.8024 |
310
- | 0.1606 | 74.0 | 518 | 0.6308 | 0.6653 | 0.6308 | 0.7942 |
311
- | 0.1606 | 74.2857 | 520 | 0.6349 | 0.6653 | 0.6349 | 0.7968 |
312
- | 0.1606 | 74.5714 | 522 | 0.6511 | 0.6729 | 0.6511 | 0.8069 |
313
- | 0.1606 | 74.8571 | 524 | 0.6635 | 0.6353 | 0.6635 | 0.8145 |
314
- | 0.1606 | 75.1429 | 526 | 0.6741 | 0.6353 | 0.6741 | 0.8210 |
315
- | 0.1606 | 75.4286 | 528 | 0.6751 | 0.6461 | 0.6751 | 0.8216 |
316
- | 0.1606 | 75.7143 | 530 | 0.6515 | 0.6377 | 0.6515 | 0.8071 |
317
- | 0.1606 | 76.0 | 532 | 0.6210 | 0.6653 | 0.6210 | 0.7881 |
318
- | 0.1606 | 76.2857 | 534 | 0.6026 | 0.6144 | 0.6026 | 0.7763 |
319
- | 0.1606 | 76.5714 | 536 | 0.5961 | 0.6164 | 0.5961 | 0.7720 |
320
- | 0.1606 | 76.8571 | 538 | 0.5950 | 0.6164 | 0.5950 | 0.7713 |
321
- | 0.1606 | 77.1429 | 540 | 0.5968 | 0.6164 | 0.5968 | 0.7726 |
322
- | 0.1606 | 77.4286 | 542 | 0.6002 | 0.6164 | 0.6002 | 0.7747 |
323
- | 0.1606 | 77.7143 | 544 | 0.6053 | 0.5748 | 0.6053 | 0.7780 |
324
- | 0.1606 | 78.0 | 546 | 0.6043 | 0.5737 | 0.6043 | 0.7774 |
325
- | 0.1606 | 78.2857 | 548 | 0.6059 | 0.5940 | 0.6059 | 0.7784 |
326
- | 0.1606 | 78.5714 | 550 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
327
- | 0.1606 | 78.8571 | 552 | 0.6047 | 0.6334 | 0.6047 | 0.7776 |
328
- | 0.1606 | 79.1429 | 554 | 0.6077 | 0.6334 | 0.6077 | 0.7795 |
329
- | 0.1606 | 79.4286 | 556 | 0.6104 | 0.6334 | 0.6104 | 0.7813 |
330
- | 0.1606 | 79.7143 | 558 | 0.6158 | 0.6334 | 0.6158 | 0.7848 |
331
- | 0.1606 | 80.0 | 560 | 0.6184 | 0.6334 | 0.6184 | 0.7864 |
332
- | 0.1606 | 80.2857 | 562 | 0.6272 | 0.6334 | 0.6272 | 0.7920 |
333
- | 0.1606 | 80.5714 | 564 | 0.6261 | 0.6334 | 0.6261 | 0.7912 |
334
- | 0.1606 | 80.8571 | 566 | 0.6155 | 0.6334 | 0.6155 | 0.7845 |
335
- | 0.1606 | 81.1429 | 568 | 0.6090 | 0.6334 | 0.6090 | 0.7804 |
336
- | 0.1606 | 81.4286 | 570 | 0.6056 | 0.5940 | 0.6056 | 0.7782 |
337
- | 0.1606 | 81.7143 | 572 | 0.6059 | 0.5737 | 0.6059 | 0.7784 |
338
- | 0.1606 | 82.0 | 574 | 0.6031 | 0.5748 | 0.6031 | 0.7766 |
339
- | 0.1606 | 82.2857 | 576 | 0.6006 | 0.5854 | 0.6006 | 0.7750 |
340
- | 0.1606 | 82.5714 | 578 | 0.5996 | 0.6269 | 0.5996 | 0.7744 |
341
- | 0.1606 | 82.8571 | 580 | 0.5991 | 0.6269 | 0.5991 | 0.7740 |
342
- | 0.1606 | 83.1429 | 582 | 0.5989 | 0.6269 | 0.5989 | 0.7739 |
343
- | 0.1606 | 83.4286 | 584 | 0.5983 | 0.6269 | 0.5983 | 0.7735 |
344
- | 0.1606 | 83.7143 | 586 | 0.5975 | 0.6269 | 0.5975 | 0.7730 |
345
- | 0.1606 | 84.0 | 588 | 0.5967 | 0.6269 | 0.5967 | 0.7724 |
346
- | 0.1606 | 84.2857 | 590 | 0.5968 | 0.6269 | 0.5968 | 0.7725 |
347
- | 0.1606 | 84.5714 | 592 | 0.5984 | 0.6246 | 0.5984 | 0.7736 |
348
- | 0.1606 | 84.8571 | 594 | 0.6002 | 0.6435 | 0.6002 | 0.7747 |
349
- | 0.1606 | 85.1429 | 596 | 0.6041 | 0.6334 | 0.6041 | 0.7772 |
350
- | 0.1606 | 85.4286 | 598 | 0.6116 | 0.6334 | 0.6116 | 0.7820 |
351
- | 0.1606 | 85.7143 | 600 | 0.6178 | 0.6334 | 0.6178 | 0.7860 |
352
- | 0.1606 | 86.0 | 602 | 0.6189 | 0.6334 | 0.6189 | 0.7867 |
353
- | 0.1606 | 86.2857 | 604 | 0.6163 | 0.6334 | 0.6163 | 0.7850 |
354
- | 0.1606 | 86.5714 | 606 | 0.6123 | 0.6334 | 0.6123 | 0.7825 |
355
- | 0.1606 | 86.8571 | 608 | 0.6119 | 0.6334 | 0.6119 | 0.7822 |
356
- | 0.1606 | 87.1429 | 610 | 0.6092 | 0.6334 | 0.6092 | 0.7805 |
357
- | 0.1606 | 87.4286 | 612 | 0.6074 | 0.6334 | 0.6074 | 0.7793 |
358
- | 0.1606 | 87.7143 | 614 | 0.6059 | 0.6334 | 0.6059 | 0.7784 |
359
- | 0.1606 | 88.0 | 616 | 0.6037 | 0.6334 | 0.6037 | 0.7770 |
360
- | 0.1606 | 88.2857 | 618 | 0.6008 | 0.6334 | 0.6008 | 0.7751 |
361
- | 0.1606 | 88.5714 | 620 | 0.5978 | 0.6334 | 0.5978 | 0.7732 |
362
- | 0.1606 | 88.8571 | 622 | 0.5963 | 0.6246 | 0.5963 | 0.7722 |
363
- | 0.1606 | 89.1429 | 624 | 0.5965 | 0.6246 | 0.5965 | 0.7723 |
364
- | 0.1606 | 89.4286 | 626 | 0.5975 | 0.6144 | 0.5975 | 0.7730 |
365
- | 0.1606 | 89.7143 | 628 | 0.6004 | 0.6144 | 0.6004 | 0.7748 |
366
- | 0.1606 | 90.0 | 630 | 0.6030 | 0.6334 | 0.6030 | 0.7765 |
367
- | 0.1606 | 90.2857 | 632 | 0.6047 | 0.6334 | 0.6047 | 0.7777 |
368
- | 0.1606 | 90.5714 | 634 | 0.6045 | 0.6334 | 0.6045 | 0.7775 |
369
- | 0.1606 | 90.8571 | 636 | 0.6037 | 0.6334 | 0.6037 | 0.7770 |
370
- | 0.1606 | 91.1429 | 638 | 0.6039 | 0.6334 | 0.6039 | 0.7771 |
371
- | 0.1606 | 91.4286 | 640 | 0.6062 | 0.6334 | 0.6062 | 0.7786 |
372
- | 0.1606 | 91.7143 | 642 | 0.6113 | 0.5940 | 0.6113 | 0.7818 |
373
- | 0.1606 | 92.0 | 644 | 0.6155 | 0.5940 | 0.6155 | 0.7845 |
374
- | 0.1606 | 92.2857 | 646 | 0.6165 | 0.5940 | 0.6165 | 0.7851 |
375
- | 0.1606 | 92.5714 | 648 | 0.6176 | 0.5940 | 0.6176 | 0.7859 |
376
- | 0.1606 | 92.8571 | 650 | 0.6173 | 0.5940 | 0.6173 | 0.7857 |
377
 
378
 
379
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run999_AugV5_k5_task5_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_k5_task5_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: 0.6460
19
+ - Qwk: 0.5185
20
+ - Mse: 0.6460
21
+ - Rmse: 0.8038
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0714 | 2 | 3.9875 | -0.0133 | 3.9875 | 1.9969 |
53
+ | No log | 0.1429 | 4 | 2.0803 | 0.0633 | 2.0803 | 1.4423 |
54
+ | No log | 0.2143 | 6 | 1.2842 | 0.0553 | 1.2842 | 1.1332 |
55
+ | No log | 0.2857 | 8 | 1.2169 | 0.0941 | 1.2169 | 1.1032 |
56
+ | No log | 0.3571 | 10 | 1.0315 | 0.1783 | 1.0315 | 1.0157 |
57
+ | No log | 0.4286 | 12 | 1.0349 | 0.1545 | 1.0349 | 1.0173 |
58
+ | No log | 0.5 | 14 | 1.0701 | 0.2135 | 1.0701 | 1.0344 |
59
+ | No log | 0.5714 | 16 | 1.0900 | 0.2301 | 1.0900 | 1.0441 |
60
+ | No log | 0.6429 | 18 | 1.0659 | 0.2795 | 1.0659 | 1.0324 |
61
+ | No log | 0.7143 | 20 | 1.0526 | 0.2497 | 1.0526 | 1.0260 |
62
+ | No log | 0.7857 | 22 | 0.9694 | 0.2643 | 0.9694 | 0.9846 |
63
+ | No log | 0.8571 | 24 | 0.9540 | 0.4450 | 0.9540 | 0.9767 |
64
+ | No log | 0.9286 | 26 | 0.9815 | 0.4091 | 0.9815 | 0.9907 |
65
+ | No log | 1.0 | 28 | 0.9082 | 0.4681 | 0.9082 | 0.9530 |
66
+ | No log | 1.0714 | 30 | 0.8171 | 0.4398 | 0.8171 | 0.9040 |
67
+ | No log | 1.1429 | 32 | 0.8113 | 0.4286 | 0.8113 | 0.9007 |
68
+ | No log | 1.2143 | 34 | 0.8288 | 0.5186 | 0.8288 | 0.9104 |
69
+ | No log | 1.2857 | 36 | 0.8338 | 0.5498 | 0.8338 | 0.9131 |
70
+ | No log | 1.3571 | 38 | 0.8859 | 0.4915 | 0.8859 | 0.9412 |
71
+ | No log | 1.4286 | 40 | 0.8174 | 0.5912 | 0.8174 | 0.9041 |
72
+ | No log | 1.5 | 42 | 0.7695 | 0.5740 | 0.7695 | 0.8772 |
73
+ | No log | 1.5714 | 44 | 0.7634 | 0.4374 | 0.7634 | 0.8737 |
74
+ | No log | 1.6429 | 46 | 1.0229 | 0.4391 | 1.0229 | 1.0114 |
75
+ | No log | 1.7143 | 48 | 0.8788 | 0.4439 | 0.8788 | 0.9375 |
76
+ | No log | 1.7857 | 50 | 0.6918 | 0.4691 | 0.6918 | 0.8317 |
77
+ | No log | 1.8571 | 52 | 0.6978 | 0.5343 | 0.6978 | 0.8353 |
78
+ | No log | 1.9286 | 54 | 0.7115 | 0.5342 | 0.7115 | 0.8435 |
79
+ | No log | 2.0 | 56 | 0.8274 | 0.5117 | 0.8274 | 0.9096 |
80
+ | No log | 2.0714 | 58 | 1.0183 | 0.4988 | 1.0183 | 1.0091 |
81
+ | No log | 2.1429 | 60 | 0.9499 | 0.4844 | 0.9499 | 0.9746 |
82
+ | No log | 2.2143 | 62 | 0.7156 | 0.5671 | 0.7156 | 0.8459 |
83
+ | No log | 2.2857 | 64 | 0.7637 | 0.5746 | 0.7637 | 0.8739 |
84
+ | No log | 2.3571 | 66 | 0.7458 | 0.5565 | 0.7458 | 0.8636 |
85
+ | No log | 2.4286 | 68 | 0.7023 | 0.5203 | 0.7023 | 0.8380 |
86
+ | No log | 2.5 | 70 | 0.6761 | 0.5820 | 0.6761 | 0.8222 |
87
+ | No log | 2.5714 | 72 | 0.6996 | 0.4953 | 0.6996 | 0.8364 |
88
+ | No log | 2.6429 | 74 | 0.8280 | 0.5782 | 0.8280 | 0.9099 |
89
+ | No log | 2.7143 | 76 | 0.9543 | 0.5069 | 0.9543 | 0.9769 |
90
+ | No log | 2.7857 | 78 | 0.8144 | 0.5471 | 0.8144 | 0.9024 |
91
+ | No log | 2.8571 | 80 | 0.6766 | 0.5427 | 0.6766 | 0.8225 |
92
+ | No log | 2.9286 | 82 | 0.7072 | 0.5681 | 0.7072 | 0.8409 |
93
+ | No log | 3.0 | 84 | 0.7249 | 0.6008 | 0.7249 | 0.8514 |
94
+ | No log | 3.0714 | 86 | 0.6938 | 0.5702 | 0.6938 | 0.8329 |
95
+ | No log | 3.1429 | 88 | 0.7444 | 0.5582 | 0.7444 | 0.8628 |
96
+ | No log | 3.2143 | 90 | 0.7456 | 0.5849 | 0.7456 | 0.8635 |
97
+ | No log | 3.2857 | 92 | 0.6523 | 0.5635 | 0.6523 | 0.8076 |
98
+ | No log | 3.3571 | 94 | 0.6519 | 0.5383 | 0.6519 | 0.8074 |
99
+ | No log | 3.4286 | 96 | 0.7027 | 0.6148 | 0.7027 | 0.8383 |
100
+ | No log | 3.5 | 98 | 0.7927 | 0.6097 | 0.7927 | 0.8903 |
101
+ | No log | 3.5714 | 100 | 0.7637 | 0.6279 | 0.7637 | 0.8739 |
102
+ | No log | 3.6429 | 102 | 0.7228 | 0.6411 | 0.7228 | 0.8502 |
103
+ | No log | 3.7143 | 104 | 0.7138 | 0.6696 | 0.7138 | 0.8449 |
104
+ | No log | 3.7857 | 106 | 0.6906 | 0.6177 | 0.6906 | 0.8310 |
105
+ | No log | 3.8571 | 108 | 0.8414 | 0.5625 | 0.8414 | 0.9173 |
106
+ | No log | 3.9286 | 110 | 0.9232 | 0.5638 | 0.9232 | 0.9609 |
107
+ | No log | 4.0 | 112 | 0.8830 | 0.5458 | 0.8830 | 0.9397 |
108
+ | No log | 4.0714 | 114 | 0.7362 | 0.5323 | 0.7362 | 0.8580 |
109
+ | No log | 4.1429 | 116 | 0.6513 | 0.6491 | 0.6513 | 0.8071 |
110
+ | No log | 4.2143 | 118 | 0.6681 | 0.5926 | 0.6681 | 0.8174 |
111
+ | No log | 4.2857 | 120 | 0.8542 | 0.5653 | 0.8542 | 0.9242 |
112
+ | No log | 4.3571 | 122 | 1.0059 | 0.5183 | 1.0059 | 1.0029 |
113
+ | No log | 4.4286 | 124 | 0.8413 | 0.5653 | 0.8413 | 0.9172 |
114
+ | No log | 4.5 | 126 | 0.6631 | 0.6115 | 0.6631 | 0.8143 |
115
+ | No log | 4.5714 | 128 | 0.6766 | 0.6214 | 0.6766 | 0.8225 |
116
+ | No log | 4.6429 | 130 | 0.7196 | 0.5933 | 0.7196 | 0.8483 |
117
+ | No log | 4.7143 | 132 | 0.7347 | 0.6168 | 0.7347 | 0.8571 |
118
+ | No log | 4.7857 | 134 | 0.6883 | 0.5937 | 0.6883 | 0.8296 |
119
+ | No log | 4.8571 | 136 | 0.6973 | 0.6178 | 0.6973 | 0.8350 |
120
+ | No log | 4.9286 | 138 | 0.6900 | 0.5563 | 0.6900 | 0.8307 |
121
+ | No log | 5.0 | 140 | 0.6947 | 0.5759 | 0.6947 | 0.8335 |
122
+ | No log | 5.0714 | 142 | 0.7962 | 0.4460 | 0.7962 | 0.8923 |
123
+ | No log | 5.1429 | 144 | 0.8821 | 0.5384 | 0.8821 | 0.9392 |
124
+ | No log | 5.2143 | 146 | 0.7535 | 0.5424 | 0.7535 | 0.8681 |
125
+ | No log | 5.2857 | 148 | 0.6842 | 0.5827 | 0.6842 | 0.8272 |
126
+ | No log | 5.3571 | 150 | 0.6773 | 0.5614 | 0.6773 | 0.8230 |
127
+ | No log | 5.4286 | 152 | 0.6645 | 0.5711 | 0.6645 | 0.8151 |
128
+ | No log | 5.5 | 154 | 0.6592 | 0.5402 | 0.6592 | 0.8119 |
129
+ | No log | 5.5714 | 156 | 0.7093 | 0.5103 | 0.7093 | 0.8422 |
130
+ | No log | 5.6429 | 158 | 0.6975 | 0.5571 | 0.6975 | 0.8352 |
131
+ | No log | 5.7143 | 160 | 0.7017 | 0.5981 | 0.7017 | 0.8377 |
132
+ | No log | 5.7857 | 162 | 0.6673 | 0.6362 | 0.6673 | 0.8169 |
133
+ | No log | 5.8571 | 164 | 0.5903 | 0.6144 | 0.5903 | 0.7683 |
134
+ | No log | 5.9286 | 166 | 0.5936 | 0.6330 | 0.5936 | 0.7704 |
135
+ | No log | 6.0 | 168 | 0.6154 | 0.6133 | 0.6154 | 0.7845 |
136
+ | No log | 6.0714 | 170 | 0.6346 | 0.5660 | 0.6346 | 0.7966 |
137
+ | No log | 6.1429 | 172 | 0.6441 | 0.5563 | 0.6441 | 0.8025 |
138
+ | No log | 6.2143 | 174 | 0.6482 | 0.5809 | 0.6482 | 0.8051 |
139
+ | No log | 6.2857 | 176 | 0.6561 | 0.4692 | 0.6561 | 0.8100 |
140
+ | No log | 6.3571 | 178 | 0.6449 | 0.4810 | 0.6449 | 0.8030 |
141
+ | No log | 6.4286 | 180 | 0.6512 | 0.6143 | 0.6512 | 0.8070 |
142
+ | No log | 6.5 | 182 | 0.6874 | 0.5699 | 0.6874 | 0.8291 |
143
+ | No log | 6.5714 | 184 | 0.6550 | 0.5919 | 0.6550 | 0.8093 |
144
+ | No log | 6.6429 | 186 | 0.6346 | 0.6039 | 0.6346 | 0.7966 |
145
+ | No log | 6.7143 | 188 | 0.6433 | 0.5977 | 0.6433 | 0.8021 |
146
+ | No log | 6.7857 | 190 | 0.6484 | 0.6144 | 0.6484 | 0.8053 |
147
+ | No log | 6.8571 | 192 | 0.6454 | 0.6772 | 0.6454 | 0.8034 |
148
+ | No log | 6.9286 | 194 | 0.6392 | 0.6151 | 0.6392 | 0.7995 |
149
+ | No log | 7.0 | 196 | 0.6582 | 0.5777 | 0.6582 | 0.8113 |
150
+ | No log | 7.0714 | 198 | 0.6354 | 0.5978 | 0.6354 | 0.7971 |
151
+ | No log | 7.1429 | 200 | 0.6094 | 0.5759 | 0.6094 | 0.7807 |
152
+ | No log | 7.2143 | 202 | 0.8118 | 0.5888 | 0.8118 | 0.9010 |
153
+ | No log | 7.2857 | 204 | 0.9799 | 0.5273 | 0.9799 | 0.9899 |
154
+ | No log | 7.3571 | 206 | 0.8806 | 0.5436 | 0.8806 | 0.9384 |
155
+ | No log | 7.4286 | 208 | 0.6506 | 0.6893 | 0.6506 | 0.8066 |
156
+ | No log | 7.5 | 210 | 0.6131 | 0.6623 | 0.6131 | 0.7830 |
157
+ | No log | 7.5714 | 212 | 0.7722 | 0.5917 | 0.7722 | 0.8787 |
158
+ | No log | 7.6429 | 214 | 0.8697 | 0.5694 | 0.8697 | 0.9326 |
159
+ | No log | 7.7143 | 216 | 0.7976 | 0.5531 | 0.7976 | 0.8931 |
160
+ | No log | 7.7857 | 218 | 0.6616 | 0.5862 | 0.6616 | 0.8134 |
161
+ | No log | 7.8571 | 220 | 0.6109 | 0.5724 | 0.6109 | 0.7816 |
162
+ | No log | 7.9286 | 222 | 0.6616 | 0.5653 | 0.6616 | 0.8134 |
163
+ | No log | 8.0 | 224 | 0.6917 | 0.4606 | 0.6917 | 0.8317 |
164
+ | No log | 8.0714 | 226 | 0.6644 | 0.4554 | 0.6644 | 0.8151 |
165
+ | No log | 8.1429 | 228 | 0.6453 | 0.5408 | 0.6453 | 0.8033 |
166
+ | No log | 8.2143 | 230 | 0.6797 | 0.5883 | 0.6797 | 0.8245 |
167
+ | No log | 8.2857 | 232 | 0.7134 | 0.5033 | 0.7134 | 0.8446 |
168
+ | No log | 8.3571 | 234 | 0.6804 | 0.6255 | 0.6804 | 0.8249 |
169
+ | No log | 8.4286 | 236 | 0.6367 | 0.5889 | 0.6367 | 0.7980 |
170
+ | No log | 8.5 | 238 | 0.6196 | 0.5165 | 0.6196 | 0.7871 |
171
+ | No log | 8.5714 | 240 | 0.6023 | 0.4929 | 0.6023 | 0.7760 |
172
+ | No log | 8.6429 | 242 | 0.5942 | 0.5971 | 0.5942 | 0.7709 |
173
+ | No log | 8.7143 | 244 | 0.5893 | 0.6325 | 0.5893 | 0.7677 |
174
+ | No log | 8.7857 | 246 | 0.6094 | 0.6790 | 0.6094 | 0.7806 |
175
+ | No log | 8.8571 | 248 | 0.6331 | 0.6790 | 0.6331 | 0.7957 |
176
+ | No log | 8.9286 | 250 | 0.6323 | 0.6380 | 0.6323 | 0.7952 |
177
+ | No log | 9.0 | 252 | 0.5851 | 0.6415 | 0.5851 | 0.7649 |
178
+ | No log | 9.0714 | 254 | 0.5639 | 0.6307 | 0.5639 | 0.7509 |
179
+ | No log | 9.1429 | 256 | 0.5677 | 0.6096 | 0.5677 | 0.7534 |
180
+ | No log | 9.2143 | 258 | 0.5717 | 0.6025 | 0.5717 | 0.7561 |
181
+ | No log | 9.2857 | 260 | 0.5810 | 0.6219 | 0.5810 | 0.7622 |
182
+ | No log | 9.3571 | 262 | 0.6217 | 0.6249 | 0.6217 | 0.7885 |
183
+ | No log | 9.4286 | 264 | 0.6201 | 0.6063 | 0.6201 | 0.7875 |
184
+ | No log | 9.5 | 266 | 0.5913 | 0.6241 | 0.5913 | 0.7690 |
185
+ | No log | 9.5714 | 268 | 0.5807 | 0.5835 | 0.5807 | 0.7620 |
186
+ | No log | 9.6429 | 270 | 0.5979 | 0.5663 | 0.5979 | 0.7733 |
187
+ | No log | 9.7143 | 272 | 0.6131 | 0.5459 | 0.6131 | 0.7830 |
188
+ | No log | 9.7857 | 274 | 0.6148 | 0.4958 | 0.6148 | 0.7841 |
189
+ | No log | 9.8571 | 276 | 0.5989 | 0.5343 | 0.5989 | 0.7739 |
190
+ | No log | 9.9286 | 278 | 0.5850 | 0.6330 | 0.5850 | 0.7649 |
191
+ | No log | 10.0 | 280 | 0.5939 | 0.6406 | 0.5939 | 0.7707 |
192
+ | No log | 10.0714 | 282 | 0.6006 | 0.6578 | 0.6006 | 0.7750 |
193
+ | No log | 10.1429 | 284 | 0.5918 | 0.6578 | 0.5918 | 0.7693 |
194
+ | No log | 10.2143 | 286 | 0.5907 | 0.6614 | 0.5907 | 0.7685 |
195
+ | No log | 10.2857 | 288 | 0.5946 | 0.6439 | 0.5946 | 0.7711 |
196
+ | No log | 10.3571 | 290 | 0.6335 | 0.6144 | 0.6335 | 0.7959 |
197
+ | No log | 10.4286 | 292 | 0.6600 | 0.6080 | 0.6600 | 0.8124 |
198
+ | No log | 10.5 | 294 | 0.6577 | 0.5905 | 0.6577 | 0.8110 |
199
+ | No log | 10.5714 | 296 | 0.6850 | 0.5684 | 0.6850 | 0.8276 |
200
+ | No log | 10.6429 | 298 | 0.6647 | 0.5432 | 0.6647 | 0.8153 |
201
+ | No log | 10.7143 | 300 | 0.6347 | 0.5405 | 0.6347 | 0.7967 |
202
+ | No log | 10.7857 | 302 | 0.6175 | 0.6035 | 0.6175 | 0.7858 |
203
+ | No log | 10.8571 | 304 | 0.6154 | 0.6320 | 0.6154 | 0.7845 |
204
+ | No log | 10.9286 | 306 | 0.6497 | 0.6246 | 0.6497 | 0.8060 |
205
+ | No log | 11.0 | 308 | 0.7198 | 0.5782 | 0.7198 | 0.8484 |
206
+ | No log | 11.0714 | 310 | 0.7015 | 0.5607 | 0.7015 | 0.8376 |
207
+ | No log | 11.1429 | 312 | 0.6899 | 0.5273 | 0.6899 | 0.8306 |
208
+ | No log | 11.2143 | 314 | 0.7523 | 0.4473 | 0.7523 | 0.8673 |
209
+ | No log | 11.2857 | 316 | 0.7913 | 0.4336 | 0.7913 | 0.8896 |
210
+ | No log | 11.3571 | 318 | 0.8204 | 0.4060 | 0.8204 | 0.9058 |
211
+ | No log | 11.4286 | 320 | 0.7996 | 0.4336 | 0.7996 | 0.8942 |
212
+ | No log | 11.5 | 322 | 0.7700 | 0.4867 | 0.7700 | 0.8775 |
213
+ | No log | 11.5714 | 324 | 0.7587 | 0.4995 | 0.7587 | 0.8710 |
214
+ | No log | 11.6429 | 326 | 0.7475 | 0.5442 | 0.7475 | 0.8646 |
215
+ | No log | 11.7143 | 328 | 0.7082 | 0.5346 | 0.7082 | 0.8416 |
216
+ | No log | 11.7857 | 330 | 0.6953 | 0.5138 | 0.6953 | 0.8338 |
217
+ | No log | 11.8571 | 332 | 0.6932 | 0.4625 | 0.6932 | 0.8326 |
218
+ | No log | 11.9286 | 334 | 0.6864 | 0.5127 | 0.6864 | 0.8285 |
219
+ | No log | 12.0 | 336 | 0.6946 | 0.5645 | 0.6946 | 0.8334 |
220
+ | No log | 12.0714 | 338 | 0.6878 | 0.5540 | 0.6878 | 0.8293 |
221
+ | No log | 12.1429 | 340 | 0.6728 | 0.5359 | 0.6728 | 0.8202 |
222
+ | No log | 12.2143 | 342 | 0.6561 | 0.4659 | 0.6561 | 0.8100 |
223
+ | No log | 12.2857 | 344 | 0.6509 | 0.4938 | 0.6509 | 0.8068 |
224
+ | No log | 12.3571 | 346 | 0.6423 | 0.4938 | 0.6423 | 0.8015 |
225
+ | No log | 12.4286 | 348 | 0.6329 | 0.5415 | 0.6329 | 0.7955 |
226
+ | No log | 12.5 | 350 | 0.6337 | 0.5475 | 0.6337 | 0.7961 |
227
+ | No log | 12.5714 | 352 | 0.6320 | 0.5796 | 0.6320 | 0.7950 |
228
+ | No log | 12.6429 | 354 | 0.6446 | 0.6595 | 0.6446 | 0.8029 |
229
+ | No log | 12.7143 | 356 | 0.7041 | 0.6388 | 0.7041 | 0.8391 |
230
+ | No log | 12.7857 | 358 | 0.7158 | 0.5812 | 0.7158 | 0.8460 |
231
+ | No log | 12.8571 | 360 | 0.6686 | 0.6541 | 0.6686 | 0.8177 |
232
+ | No log | 12.9286 | 362 | 0.6232 | 0.5884 | 0.6232 | 0.7895 |
233
+ | No log | 13.0 | 364 | 0.6211 | 0.5682 | 0.6211 | 0.7881 |
234
+ | No log | 13.0714 | 366 | 0.6474 | 0.6386 | 0.6474 | 0.8046 |
235
+ | No log | 13.1429 | 368 | 0.7090 | 0.6013 | 0.7090 | 0.8420 |
236
+ | No log | 13.2143 | 370 | 0.7121 | 0.5823 | 0.7121 | 0.8438 |
237
+ | No log | 13.2857 | 372 | 0.6569 | 0.6275 | 0.6569 | 0.8105 |
238
+ | No log | 13.3571 | 374 | 0.6147 | 0.5833 | 0.6147 | 0.7840 |
239
+ | No log | 13.4286 | 376 | 0.6325 | 0.6578 | 0.6325 | 0.7953 |
240
+ | No log | 13.5 | 378 | 0.6390 | 0.6539 | 0.6390 | 0.7994 |
241
+ | No log | 13.5714 | 380 | 0.6246 | 0.5960 | 0.6246 | 0.7903 |
242
+ | No log | 13.6429 | 382 | 0.6336 | 0.4807 | 0.6336 | 0.7960 |
243
+ | No log | 13.7143 | 384 | 0.6523 | 0.5313 | 0.6523 | 0.8077 |
244
+ | No log | 13.7857 | 386 | 0.6483 | 0.6080 | 0.6483 | 0.8052 |
245
+ | No log | 13.8571 | 388 | 0.6294 | 0.6302 | 0.6294 | 0.7933 |
246
+ | No log | 13.9286 | 390 | 0.6204 | 0.5731 | 0.6204 | 0.7877 |
247
+ | No log | 14.0 | 392 | 0.6394 | 0.6404 | 0.6394 | 0.7996 |
248
+ | No log | 14.0714 | 394 | 0.6283 | 0.5855 | 0.6283 | 0.7927 |
249
+ | No log | 14.1429 | 396 | 0.6185 | 0.5902 | 0.6185 | 0.7865 |
250
+ | No log | 14.2143 | 398 | 0.6470 | 0.4692 | 0.6470 | 0.8044 |
251
+ | No log | 14.2857 | 400 | 0.6739 | 0.4590 | 0.6739 | 0.8209 |
252
+ | No log | 14.3571 | 402 | 0.6562 | 0.4723 | 0.6562 | 0.8101 |
253
+ | No log | 14.4286 | 404 | 0.6275 | 0.5530 | 0.6275 | 0.7922 |
254
+ | No log | 14.5 | 406 | 0.6292 | 0.5960 | 0.6292 | 0.7932 |
255
+ | No log | 14.5714 | 408 | 0.6657 | 0.6361 | 0.6657 | 0.8159 |
256
+ | No log | 14.6429 | 410 | 0.7186 | 0.5610 | 0.7186 | 0.8477 |
257
+ | No log | 14.7143 | 412 | 0.7105 | 0.5559 | 0.7105 | 0.8429 |
258
+ | No log | 14.7857 | 414 | 0.6958 | 0.5380 | 0.6958 | 0.8341 |
259
+ | No log | 14.8571 | 416 | 0.6699 | 0.5412 | 0.6699 | 0.8185 |
260
+ | No log | 14.9286 | 418 | 0.6375 | 0.5168 | 0.6375 | 0.7984 |
261
+ | No log | 15.0 | 420 | 0.6177 | 0.6383 | 0.6177 | 0.7859 |
262
+ | No log | 15.0714 | 422 | 0.6386 | 0.5737 | 0.6386 | 0.7991 |
263
+ | No log | 15.1429 | 424 | 0.6429 | 0.6019 | 0.6429 | 0.8018 |
264
+ | No log | 15.2143 | 426 | 0.6237 | 0.6410 | 0.6237 | 0.7898 |
265
+ | No log | 15.2857 | 428 | 0.6201 | 0.6225 | 0.6201 | 0.7874 |
266
+ | No log | 15.3571 | 430 | 0.6372 | 0.5759 | 0.6372 | 0.7982 |
267
+ | No log | 15.4286 | 432 | 0.6584 | 0.5089 | 0.6584 | 0.8114 |
268
+ | No log | 15.5 | 434 | 0.6488 | 0.5063 | 0.6488 | 0.8055 |
269
+ | No log | 15.5714 | 436 | 0.6485 | 0.4929 | 0.6485 | 0.8053 |
270
+ | No log | 15.6429 | 438 | 0.6530 | 0.5678 | 0.6530 | 0.8081 |
271
+ | No log | 15.7143 | 440 | 0.6680 | 0.5317 | 0.6680 | 0.8173 |
272
+ | No log | 15.7857 | 442 | 0.6514 | 0.5678 | 0.6514 | 0.8071 |
273
+ | No log | 15.8571 | 444 | 0.6481 | 0.5421 | 0.6481 | 0.8051 |
274
+ | No log | 15.9286 | 446 | 0.6895 | 0.5560 | 0.6895 | 0.8304 |
275
+ | No log | 16.0 | 448 | 0.7626 | 0.5570 | 0.7626 | 0.8733 |
276
+ | No log | 16.0714 | 450 | 0.7795 | 0.5570 | 0.7795 | 0.8829 |
277
+ | No log | 16.1429 | 452 | 0.7267 | 0.5570 | 0.7267 | 0.8525 |
278
+ | No log | 16.2143 | 454 | 0.6398 | 0.5955 | 0.6398 | 0.7999 |
279
+ | No log | 16.2857 | 456 | 0.6023 | 0.5859 | 0.6023 | 0.7761 |
280
+ | No log | 16.3571 | 458 | 0.6180 | 0.5874 | 0.6180 | 0.7862 |
281
+ | No log | 16.4286 | 460 | 0.6175 | 0.5288 | 0.6175 | 0.7858 |
282
+ | No log | 16.5 | 462 | 0.6175 | 0.5168 | 0.6175 | 0.7858 |
283
+ | No log | 16.5714 | 464 | 0.6178 | 0.5432 | 0.6178 | 0.7860 |
284
+ | No log | 16.6429 | 466 | 0.6236 | 0.5809 | 0.6236 | 0.7897 |
285
+ | No log | 16.7143 | 468 | 0.6169 | 0.5809 | 0.6169 | 0.7854 |
286
+ | No log | 16.7857 | 470 | 0.6055 | 0.5432 | 0.6055 | 0.7782 |
287
+ | No log | 16.8571 | 472 | 0.6241 | 0.6054 | 0.6241 | 0.7900 |
288
+ | No log | 16.9286 | 474 | 0.6330 | 0.6405 | 0.6330 | 0.7956 |
289
+ | No log | 17.0 | 476 | 0.6227 | 0.6054 | 0.6227 | 0.7891 |
290
+ | No log | 17.0714 | 478 | 0.6107 | 0.6084 | 0.6107 | 0.7814 |
291
+ | No log | 17.1429 | 480 | 0.6068 | 0.5536 | 0.6068 | 0.7790 |
292
+ | No log | 17.2143 | 482 | 0.6294 | 0.5202 | 0.6294 | 0.7933 |
293
+ | No log | 17.2857 | 484 | 0.6972 | 0.5353 | 0.6972 | 0.8350 |
294
+ | No log | 17.3571 | 486 | 0.7292 | 0.5688 | 0.7292 | 0.8539 |
295
+ | No log | 17.4286 | 488 | 0.7063 | 0.5898 | 0.7063 | 0.8404 |
296
+ | No log | 17.5 | 490 | 0.6235 | 0.5434 | 0.6235 | 0.7896 |
297
+ | No log | 17.5714 | 492 | 0.5984 | 0.5635 | 0.5984 | 0.7736 |
298
+ | No log | 17.6429 | 494 | 0.6246 | 0.6084 | 0.6246 | 0.7903 |
299
+ | No log | 17.7143 | 496 | 0.6643 | 0.5883 | 0.6643 | 0.8150 |
300
+ | No log | 17.7857 | 498 | 0.6746 | 0.5103 | 0.6746 | 0.8213 |
301
+ | 0.1911 | 17.8571 | 500 | 0.6394 | 0.6117 | 0.6394 | 0.7996 |
302
+ | 0.1911 | 17.9286 | 502 | 0.6101 | 0.6001 | 0.6101 | 0.7811 |
303
+ | 0.1911 | 18.0 | 504 | 0.6109 | 0.5548 | 0.6109 | 0.7816 |
304
+ | 0.1911 | 18.0714 | 506 | 0.6671 | 0.5586 | 0.6671 | 0.8168 |
305
+ | 0.1911 | 18.1429 | 508 | 0.6746 | 0.5898 | 0.6746 | 0.8214 |
306
+ | 0.1911 | 18.2143 | 510 | 0.6170 | 0.6288 | 0.6170 | 0.7855 |
307
+ | 0.1911 | 18.2857 | 512 | 0.5867 | 0.5961 | 0.5867 | 0.7660 |
308
+ | 0.1911 | 18.3571 | 514 | 0.5863 | 0.6219 | 0.5863 | 0.7657 |
309
+ | 0.1911 | 18.4286 | 516 | 0.5996 | 0.6117 | 0.5996 | 0.7743 |
310
+ | 0.1911 | 18.5 | 518 | 0.6148 | 0.6117 | 0.6148 | 0.7841 |
311
+ | 0.1911 | 18.5714 | 520 | 0.6220 | 0.5902 | 0.6220 | 0.7887 |
312
+ | 0.1911 | 18.6429 | 522 | 0.6389 | 0.5549 | 0.6389 | 0.7993 |
313
+ | 0.1911 | 18.7143 | 524 | 0.6460 | 0.5185 | 0.6460 | 0.8038 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions