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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k8_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k8_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: 0.6577
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- - Qwk: 0.5787
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- - Mse: 0.6577
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- - Rmse: 0.8110
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  ## Model description
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@@ -47,338 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.05 | 2 | 3.9909 | -0.0074 | 3.9909 | 1.9977 |
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- | No log | 0.1 | 4 | 2.4807 | -0.0019 | 2.4807 | 1.5750 |
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- | No log | 0.15 | 6 | 1.5446 | -0.0700 | 1.5446 | 1.2428 |
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- | No log | 0.2 | 8 | 1.0272 | 0.3014 | 1.0272 | 1.0135 |
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- | No log | 0.25 | 10 | 1.0108 | 0.2314 | 1.0108 | 1.0054 |
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- | No log | 0.3 | 12 | 1.1497 | 0.1304 | 1.1497 | 1.0723 |
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- | No log | 0.35 | 14 | 1.6688 | 0.0741 | 1.6688 | 1.2918 |
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- | No log | 0.4 | 16 | 1.3909 | 0.1112 | 1.3909 | 1.1794 |
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- | No log | 0.45 | 18 | 1.1219 | 0.1471 | 1.1219 | 1.0592 |
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- | No log | 0.5 | 20 | 1.0266 | 0.2367 | 1.0266 | 1.0132 |
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- | No log | 0.55 | 22 | 0.9202 | 0.375 | 0.9202 | 0.9593 |
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- | No log | 0.6 | 24 | 0.9903 | 0.3697 | 0.9903 | 0.9951 |
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- | No log | 0.65 | 26 | 1.0607 | 0.4264 | 1.0607 | 1.0299 |
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- | No log | 0.7 | 28 | 0.8461 | 0.4984 | 0.8461 | 0.9198 |
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- | No log | 0.75 | 30 | 0.7558 | 0.5385 | 0.7558 | 0.8693 |
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- | No log | 0.8 | 32 | 0.8182 | 0.6243 | 0.8182 | 0.9046 |
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- | No log | 0.85 | 34 | 0.7865 | 0.6069 | 0.7865 | 0.8868 |
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- | No log | 0.9 | 36 | 0.9436 | 0.5215 | 0.9436 | 0.9714 |
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- | No log | 0.95 | 38 | 1.0435 | 0.4817 | 1.0435 | 1.0215 |
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- | No log | 1.0 | 40 | 0.8389 | 0.6088 | 0.8389 | 0.9159 |
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- | No log | 1.05 | 42 | 0.7557 | 0.6239 | 0.7557 | 0.8693 |
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- | No log | 1.1 | 44 | 0.7896 | 0.5836 | 0.7896 | 0.8886 |
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- | No log | 1.15 | 46 | 0.7285 | 0.6329 | 0.7285 | 0.8535 |
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- | No log | 1.2 | 48 | 0.7236 | 0.6121 | 0.7236 | 0.8507 |
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- | No log | 1.25 | 50 | 0.7969 | 0.5559 | 0.7969 | 0.8927 |
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- | No log | 1.3 | 52 | 0.8171 | 0.5116 | 0.8171 | 0.9039 |
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- | No log | 1.35 | 54 | 0.7279 | 0.6121 | 0.7279 | 0.8532 |
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- | No log | 1.4 | 56 | 0.6720 | 0.6343 | 0.6720 | 0.8198 |
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- | No log | 1.45 | 58 | 0.6778 | 0.6206 | 0.6778 | 0.8233 |
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- | No log | 1.5 | 60 | 0.6714 | 0.6297 | 0.6714 | 0.8194 |
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- | No log | 1.55 | 62 | 0.6839 | 0.6041 | 0.6839 | 0.8270 |
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- | No log | 1.6 | 64 | 0.8031 | 0.6109 | 0.8031 | 0.8962 |
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- | No log | 1.65 | 66 | 0.7611 | 0.6065 | 0.7611 | 0.8724 |
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- | No log | 1.7 | 68 | 0.6916 | 0.6113 | 0.6916 | 0.8316 |
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- | No log | 1.75 | 70 | 0.6558 | 0.5931 | 0.6558 | 0.8098 |
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- | No log | 1.8 | 72 | 0.6257 | 0.6430 | 0.6257 | 0.7910 |
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- | No log | 1.85 | 74 | 0.6242 | 0.5985 | 0.6242 | 0.7901 |
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- | No log | 1.9 | 76 | 0.6229 | 0.6406 | 0.6229 | 0.7892 |
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- | No log | 1.95 | 78 | 0.6274 | 0.6343 | 0.6274 | 0.7921 |
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- | No log | 2.0 | 80 | 0.6116 | 0.6196 | 0.6116 | 0.7821 |
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- | No log | 2.05 | 82 | 0.7114 | 0.6465 | 0.7114 | 0.8435 |
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- | No log | 2.1 | 84 | 0.6550 | 0.6377 | 0.6550 | 0.8093 |
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- | No log | 2.15 | 86 | 0.6260 | 0.6552 | 0.6260 | 0.7912 |
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- | No log | 2.2 | 88 | 0.6236 | 0.6519 | 0.6236 | 0.7897 |
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- | No log | 2.25 | 90 | 0.6771 | 0.6929 | 0.6771 | 0.8229 |
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- | No log | 2.3 | 92 | 0.6275 | 0.6630 | 0.6275 | 0.7921 |
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- | No log | 2.35 | 94 | 0.6247 | 0.6630 | 0.6247 | 0.7904 |
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- | No log | 2.4 | 96 | 0.6011 | 0.6570 | 0.6011 | 0.7753 |
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- | No log | 2.45 | 98 | 0.6041 | 0.6426 | 0.6041 | 0.7773 |
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- | No log | 2.5 | 100 | 0.6289 | 0.6060 | 0.6289 | 0.7930 |
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- | No log | 2.55 | 102 | 0.6823 | 0.5748 | 0.6823 | 0.8260 |
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- | No log | 2.6 | 104 | 0.7825 | 0.6110 | 0.7825 | 0.8846 |
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- | No log | 2.65 | 106 | 0.7181 | 0.6074 | 0.7181 | 0.8474 |
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- | No log | 2.7 | 108 | 0.6099 | 0.6465 | 0.6099 | 0.7809 |
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- | No log | 2.75 | 110 | 0.5936 | 0.6452 | 0.5936 | 0.7705 |
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- | No log | 2.8 | 112 | 0.5913 | 0.6360 | 0.5913 | 0.7690 |
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- | No log | 2.85 | 114 | 0.7060 | 0.6434 | 0.7060 | 0.8402 |
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- | No log | 2.9 | 116 | 1.0419 | 0.5122 | 1.0419 | 1.0207 |
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- | No log | 2.95 | 118 | 1.0470 | 0.5283 | 1.0470 | 1.0232 |
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- | No log | 3.0 | 120 | 0.7697 | 0.6148 | 0.7697 | 0.8773 |
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- | No log | 3.05 | 122 | 0.6034 | 0.6578 | 0.6034 | 0.7768 |
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- | No log | 3.1 | 124 | 0.6127 | 0.6487 | 0.6127 | 0.7828 |
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- | No log | 3.15 | 126 | 0.6029 | 0.6520 | 0.6029 | 0.7765 |
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- | No log | 3.2 | 128 | 0.5906 | 0.6562 | 0.5906 | 0.7685 |
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- | No log | 3.25 | 130 | 0.5862 | 0.5884 | 0.5862 | 0.7657 |
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- | No log | 3.3 | 132 | 0.5883 | 0.5682 | 0.5883 | 0.7670 |
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- | No log | 3.35 | 134 | 0.6099 | 0.6879 | 0.6099 | 0.7810 |
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- | No log | 3.4 | 136 | 0.7399 | 0.6336 | 0.7399 | 0.8602 |
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- | No log | 3.45 | 138 | 0.7118 | 0.6556 | 0.7118 | 0.8437 |
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- | No log | 3.5 | 140 | 0.6019 | 0.6451 | 0.6019 | 0.7758 |
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- | No log | 3.55 | 142 | 0.6490 | 0.5586 | 0.6490 | 0.8056 |
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- | No log | 3.6 | 144 | 0.7014 | 0.5868 | 0.7014 | 0.8375 |
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- | No log | 3.65 | 146 | 0.6042 | 0.5716 | 0.6042 | 0.7773 |
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- | No log | 3.7 | 148 | 0.6176 | 0.6537 | 0.6176 | 0.7858 |
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- | No log | 3.75 | 150 | 0.7154 | 0.6190 | 0.7154 | 0.8458 |
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- | No log | 3.8 | 152 | 0.6471 | 0.7008 | 0.6471 | 0.8045 |
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- | No log | 3.85 | 154 | 0.6044 | 0.6590 | 0.6044 | 0.7774 |
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- | No log | 3.9 | 156 | 0.8792 | 0.6072 | 0.8792 | 0.9377 |
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- | No log | 3.95 | 158 | 1.0667 | 0.5437 | 1.0667 | 1.0328 |
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- | No log | 4.0 | 160 | 0.8765 | 0.5944 | 0.8765 | 0.9362 |
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- | No log | 4.05 | 162 | 0.6231 | 0.6025 | 0.6231 | 0.7894 |
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- | No log | 4.1 | 164 | 0.6048 | 0.6432 | 0.6048 | 0.7777 |
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- | No log | 4.15 | 166 | 0.7188 | 0.6300 | 0.7188 | 0.8478 |
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- | No log | 4.2 | 168 | 0.7348 | 0.6476 | 0.7348 | 0.8572 |
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- | No log | 4.25 | 170 | 0.6160 | 0.6291 | 0.6160 | 0.7848 |
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- | No log | 4.3 | 172 | 0.6063 | 0.5421 | 0.6063 | 0.7787 |
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- | No log | 4.35 | 174 | 0.6909 | 0.5729 | 0.6909 | 0.8312 |
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- | No log | 4.4 | 176 | 0.6769 | 0.5520 | 0.6769 | 0.8227 |
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- | No log | 4.45 | 178 | 0.5932 | 0.6022 | 0.5932 | 0.7702 |
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- | No log | 4.5 | 180 | 0.6459 | 0.7227 | 0.6459 | 0.8037 |
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- | No log | 4.55 | 182 | 0.8975 | 0.5601 | 0.8975 | 0.9474 |
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- | No log | 4.6 | 184 | 0.9143 | 0.5338 | 0.9143 | 0.9562 |
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- | No log | 4.65 | 186 | 0.7223 | 0.6653 | 0.7223 | 0.8499 |
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- | No log | 4.7 | 188 | 0.5721 | 0.6886 | 0.5721 | 0.7564 |
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- | No log | 4.75 | 190 | 0.5925 | 0.5726 | 0.5925 | 0.7697 |
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- | No log | 4.8 | 192 | 0.6143 | 0.5726 | 0.6143 | 0.7838 |
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- | No log | 4.85 | 194 | 0.5897 | 0.6022 | 0.5897 | 0.7679 |
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- | No log | 4.9 | 196 | 0.5910 | 0.6609 | 0.5910 | 0.7687 |
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- | No log | 4.95 | 198 | 0.5892 | 0.6636 | 0.5892 | 0.7676 |
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- | No log | 5.0 | 200 | 0.5885 | 0.5704 | 0.5885 | 0.7671 |
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- | No log | 5.05 | 202 | 0.6719 | 0.5870 | 0.6719 | 0.8197 |
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- | No log | 5.1 | 204 | 0.6701 | 0.5676 | 0.6701 | 0.8186 |
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- | No log | 5.15 | 206 | 0.5913 | 0.5647 | 0.5913 | 0.7690 |
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- | No log | 5.2 | 208 | 0.5877 | 0.6519 | 0.5877 | 0.7666 |
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- | No log | 5.25 | 210 | 0.6214 | 0.6782 | 0.6214 | 0.7883 |
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- | No log | 5.3 | 212 | 0.6584 | 0.6756 | 0.6584 | 0.8114 |
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- | No log | 5.35 | 214 | 0.6255 | 0.6850 | 0.6255 | 0.7909 |
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- | No log | 5.4 | 216 | 0.6302 | 0.6471 | 0.6302 | 0.7938 |
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- | No log | 5.45 | 218 | 0.6436 | 0.6484 | 0.6436 | 0.8023 |
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- | No log | 5.5 | 220 | 0.7202 | 0.6069 | 0.7202 | 0.8486 |
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- | No log | 5.55 | 222 | 0.6880 | 0.6251 | 0.6880 | 0.8295 |
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- | No log | 5.6 | 224 | 0.6116 | 0.5926 | 0.6116 | 0.7820 |
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- | No log | 5.65 | 226 | 0.5830 | 0.6400 | 0.5830 | 0.7636 |
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- | No log | 5.7 | 228 | 0.5985 | 0.6251 | 0.5985 | 0.7736 |
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- | No log | 5.75 | 230 | 0.6505 | 0.5708 | 0.6505 | 0.8065 |
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- | No log | 5.8 | 232 | 0.7306 | 0.5792 | 0.7306 | 0.8548 |
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- | No log | 5.85 | 234 | 0.6840 | 0.5895 | 0.6840 | 0.8271 |
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- | No log | 5.9 | 236 | 0.6319 | 0.5708 | 0.6319 | 0.7949 |
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- | No log | 5.95 | 238 | 0.5882 | 0.5928 | 0.5882 | 0.7669 |
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- | No log | 6.0 | 240 | 0.5860 | 0.6745 | 0.5860 | 0.7655 |
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- | No log | 6.05 | 242 | 0.5899 | 0.6339 | 0.5899 | 0.7680 |
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- | No log | 6.1 | 244 | 0.5912 | 0.6339 | 0.5912 | 0.7689 |
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- | No log | 6.15 | 246 | 0.5975 | 0.6164 | 0.5975 | 0.7730 |
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- | No log | 6.2 | 248 | 0.5873 | 0.6452 | 0.5873 | 0.7664 |
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- | No log | 6.25 | 250 | 0.5694 | 0.6354 | 0.5694 | 0.7546 |
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- | No log | 6.3 | 252 | 0.5850 | 0.6517 | 0.5850 | 0.7649 |
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- | No log | 6.35 | 254 | 0.6380 | 0.6129 | 0.6380 | 0.7987 |
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- | No log | 6.4 | 256 | 0.6458 | 0.6021 | 0.6458 | 0.8036 |
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- | No log | 6.45 | 258 | 0.6681 | 0.5650 | 0.6681 | 0.8174 |
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- | No log | 6.5 | 260 | 0.6374 | 0.5825 | 0.6374 | 0.7984 |
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- | No log | 6.55 | 262 | 0.5730 | 0.6581 | 0.5730 | 0.7570 |
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- | No log | 6.6 | 264 | 0.6209 | 0.6774 | 0.6209 | 0.7880 |
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- | No log | 6.65 | 266 | 0.6321 | 0.6438 | 0.6321 | 0.7950 |
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- | No log | 6.7 | 268 | 0.5795 | 0.6123 | 0.5795 | 0.7612 |
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- | No log | 6.75 | 270 | 0.5778 | 0.5983 | 0.5778 | 0.7601 |
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- | No log | 6.8 | 272 | 0.5679 | 0.6123 | 0.5679 | 0.7536 |
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- | No log | 6.85 | 274 | 0.5655 | 0.6196 | 0.5655 | 0.7520 |
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- | No log | 6.9 | 276 | 0.5678 | 0.6196 | 0.5678 | 0.7536 |
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- | No log | 6.95 | 278 | 0.5693 | 0.6001 | 0.5693 | 0.7545 |
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- | No log | 7.0 | 280 | 0.5779 | 0.5950 | 0.5779 | 0.7602 |
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- | No log | 7.05 | 282 | 0.5933 | 0.6269 | 0.5933 | 0.7703 |
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- | No log | 7.1 | 284 | 0.5708 | 0.5898 | 0.5708 | 0.7555 |
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- | No log | 7.15 | 286 | 0.5637 | 0.6398 | 0.5637 | 0.7508 |
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- | No log | 7.2 | 288 | 0.5566 | 0.6076 | 0.5566 | 0.7461 |
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- | No log | 7.25 | 290 | 0.5513 | 0.6581 | 0.5513 | 0.7425 |
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- | No log | 7.3 | 292 | 0.6023 | 0.6586 | 0.6023 | 0.7761 |
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- | No log | 7.35 | 294 | 0.6354 | 0.6461 | 0.6354 | 0.7971 |
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- | No log | 7.4 | 296 | 0.7507 | 0.6266 | 0.7507 | 0.8664 |
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- | No log | 7.45 | 298 | 0.6876 | 0.6599 | 0.6876 | 0.8292 |
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- | No log | 7.5 | 300 | 0.5682 | 0.6725 | 0.5682 | 0.7538 |
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- | No log | 7.55 | 302 | 0.5867 | 0.6485 | 0.5867 | 0.7659 |
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- | No log | 7.6 | 304 | 0.6026 | 0.6386 | 0.6026 | 0.7763 |
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- | No log | 7.65 | 306 | 0.5690 | 0.5969 | 0.5690 | 0.7543 |
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- | No log | 7.7 | 308 | 0.5501 | 0.6087 | 0.5501 | 0.7417 |
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- | No log | 7.75 | 310 | 0.6220 | 0.6701 | 0.6220 | 0.7886 |
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- | No log | 7.8 | 312 | 0.6783 | 0.6230 | 0.6783 | 0.8236 |
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- | No log | 7.85 | 314 | 0.6333 | 0.6669 | 0.6333 | 0.7958 |
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- | No log | 7.9 | 316 | 0.5781 | 0.5909 | 0.5781 | 0.7603 |
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- | No log | 7.95 | 318 | 0.5917 | 0.5877 | 0.5917 | 0.7692 |
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- | No log | 8.0 | 320 | 0.6373 | 0.5570 | 0.6373 | 0.7983 |
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- | No log | 8.05 | 322 | 0.6670 | 0.5142 | 0.6670 | 0.8167 |
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- | No log | 8.1 | 324 | 0.6542 | 0.4898 | 0.6542 | 0.8089 |
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- | No log | 8.15 | 326 | 0.6286 | 0.5570 | 0.6286 | 0.7928 |
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- | No log | 8.2 | 328 | 0.5936 | 0.6007 | 0.5936 | 0.7704 |
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- | No log | 8.25 | 330 | 0.5824 | 0.6838 | 0.5824 | 0.7631 |
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- | No log | 8.3 | 332 | 0.5889 | 0.7005 | 0.5889 | 0.7674 |
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- | No log | 8.35 | 334 | 0.5908 | 0.6916 | 0.5908 | 0.7687 |
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- | No log | 8.4 | 336 | 0.5984 | 0.6095 | 0.5984 | 0.7736 |
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- | No log | 8.45 | 338 | 0.6128 | 0.5843 | 0.6128 | 0.7828 |
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- | No log | 8.5 | 340 | 0.6535 | 0.5672 | 0.6535 | 0.8084 |
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- | No log | 8.55 | 342 | 0.7343 | 0.4808 | 0.7343 | 0.8569 |
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- | No log | 8.6 | 344 | 0.7420 | 0.5154 | 0.7420 | 0.8614 |
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- | No log | 8.65 | 346 | 0.6621 | 0.5961 | 0.6621 | 0.8137 |
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- | No log | 8.7 | 348 | 0.5953 | 0.6740 | 0.5953 | 0.7716 |
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- | No log | 8.75 | 350 | 0.6178 | 0.6998 | 0.6178 | 0.7860 |
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- | No log | 8.8 | 352 | 0.6003 | 0.7158 | 0.6003 | 0.7748 |
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- | No log | 8.85 | 354 | 0.5814 | 0.6275 | 0.5814 | 0.7625 |
229
- | No log | 8.9 | 356 | 0.6204 | 0.6240 | 0.6204 | 0.7877 |
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- | No log | 8.95 | 358 | 0.6984 | 0.6200 | 0.6984 | 0.8357 |
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- | No log | 9.0 | 360 | 0.7416 | 0.6320 | 0.7416 | 0.8611 |
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- | No log | 9.05 | 362 | 0.6523 | 0.6575 | 0.6523 | 0.8077 |
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- | No log | 9.1 | 364 | 0.5900 | 0.6049 | 0.5900 | 0.7681 |
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- | No log | 9.15 | 366 | 0.5775 | 0.5966 | 0.5775 | 0.7599 |
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- | No log | 9.2 | 368 | 0.5895 | 0.6415 | 0.5895 | 0.7678 |
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- | No log | 9.25 | 370 | 0.5855 | 0.6415 | 0.5855 | 0.7652 |
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- | No log | 9.3 | 372 | 0.5856 | 0.5966 | 0.5856 | 0.7653 |
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- | No log | 9.35 | 374 | 0.6413 | 0.5586 | 0.6413 | 0.8008 |
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- | No log | 9.4 | 376 | 0.6735 | 0.5697 | 0.6735 | 0.8207 |
240
- | No log | 9.45 | 378 | 0.6280 | 0.6129 | 0.6280 | 0.7925 |
241
- | No log | 9.5 | 380 | 0.5757 | 0.6297 | 0.5757 | 0.7587 |
242
- | No log | 9.55 | 382 | 0.5935 | 0.6806 | 0.5935 | 0.7704 |
243
- | No log | 9.6 | 384 | 0.5934 | 0.6806 | 0.5934 | 0.7703 |
244
- | No log | 9.65 | 386 | 0.5813 | 0.6415 | 0.5813 | 0.7624 |
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- | No log | 9.7 | 388 | 0.5843 | 0.6262 | 0.5843 | 0.7644 |
246
- | No log | 9.75 | 390 | 0.5944 | 0.6296 | 0.5944 | 0.7710 |
247
- | No log | 9.8 | 392 | 0.6192 | 0.6128 | 0.6192 | 0.7869 |
248
- | No log | 9.85 | 394 | 0.6324 | 0.5902 | 0.6324 | 0.7952 |
249
- | No log | 9.9 | 396 | 0.6315 | 0.5345 | 0.6315 | 0.7947 |
250
- | No log | 9.95 | 398 | 0.6457 | 0.5740 | 0.6457 | 0.8036 |
251
- | No log | 10.0 | 400 | 0.6308 | 0.5933 | 0.6308 | 0.7942 |
252
- | No log | 10.05 | 402 | 0.5889 | 0.6780 | 0.5889 | 0.7674 |
253
- | No log | 10.1 | 404 | 0.5912 | 0.6368 | 0.5912 | 0.7689 |
254
- | No log | 10.15 | 406 | 0.6040 | 0.6063 | 0.6040 | 0.7772 |
255
- | No log | 10.2 | 408 | 0.5885 | 0.5909 | 0.5885 | 0.7671 |
256
- | No log | 10.25 | 410 | 0.5938 | 0.6389 | 0.5938 | 0.7706 |
257
- | No log | 10.3 | 412 | 0.6544 | 0.6438 | 0.6544 | 0.8090 |
258
- | No log | 10.35 | 414 | 0.6678 | 0.6109 | 0.6678 | 0.8172 |
259
- | No log | 10.4 | 416 | 0.6838 | 0.6109 | 0.6838 | 0.8269 |
260
- | No log | 10.45 | 418 | 0.6401 | 0.5969 | 0.6401 | 0.8000 |
261
- | No log | 10.5 | 420 | 0.6061 | 0.6133 | 0.6061 | 0.7785 |
262
- | No log | 10.55 | 422 | 0.6050 | 0.6133 | 0.6050 | 0.7778 |
263
- | No log | 10.6 | 424 | 0.6047 | 0.6104 | 0.6047 | 0.7776 |
264
- | No log | 10.65 | 426 | 0.6323 | 0.6656 | 0.6323 | 0.7951 |
265
- | No log | 10.7 | 428 | 0.7065 | 0.5856 | 0.7065 | 0.8405 |
266
- | No log | 10.75 | 430 | 0.6858 | 0.6329 | 0.6858 | 0.8282 |
267
- | No log | 10.8 | 432 | 0.6131 | 0.6772 | 0.6131 | 0.7830 |
268
- | No log | 10.85 | 434 | 0.6246 | 0.5706 | 0.6246 | 0.7903 |
269
- | No log | 10.9 | 436 | 0.6457 | 0.5826 | 0.6457 | 0.8036 |
270
- | No log | 10.95 | 438 | 0.6116 | 0.5524 | 0.6116 | 0.7820 |
271
- | No log | 11.0 | 440 | 0.6067 | 0.6046 | 0.6067 | 0.7789 |
272
- | No log | 11.05 | 442 | 0.6359 | 0.6143 | 0.6359 | 0.7974 |
273
- | No log | 11.1 | 444 | 0.6599 | 0.5361 | 0.6599 | 0.8124 |
274
- | No log | 11.15 | 446 | 0.6590 | 0.5758 | 0.6590 | 0.8118 |
275
- | No log | 11.2 | 448 | 0.6442 | 0.5932 | 0.6442 | 0.8026 |
276
- | No log | 11.25 | 450 | 0.6331 | 0.6301 | 0.6331 | 0.7957 |
277
- | No log | 11.3 | 452 | 0.6339 | 0.6301 | 0.6339 | 0.7962 |
278
- | No log | 11.35 | 454 | 0.6215 | 0.6301 | 0.6215 | 0.7884 |
279
- | No log | 11.4 | 456 | 0.6107 | 0.6239 | 0.6107 | 0.7814 |
280
- | No log | 11.45 | 458 | 0.6376 | 0.5943 | 0.6376 | 0.7985 |
281
- | No log | 11.5 | 460 | 0.6502 | 0.5874 | 0.6502 | 0.8064 |
282
- | No log | 11.55 | 462 | 0.6258 | 0.6128 | 0.6258 | 0.7911 |
283
- | No log | 11.6 | 464 | 0.5953 | 0.6254 | 0.5953 | 0.7716 |
284
- | No log | 11.65 | 466 | 0.5828 | 0.6479 | 0.5828 | 0.7634 |
285
- | No log | 11.7 | 468 | 0.5802 | 0.6263 | 0.5802 | 0.7617 |
286
- | No log | 11.75 | 470 | 0.5955 | 0.6843 | 0.5955 | 0.7717 |
287
- | No log | 11.8 | 472 | 0.6038 | 0.6843 | 0.6038 | 0.7771 |
288
- | No log | 11.85 | 474 | 0.6060 | 0.6875 | 0.6060 | 0.7785 |
289
- | No log | 11.9 | 476 | 0.5973 | 0.6383 | 0.5973 | 0.7728 |
290
- | No log | 11.95 | 478 | 0.5928 | 0.6407 | 0.5928 | 0.7699 |
291
- | No log | 12.0 | 480 | 0.5978 | 0.6332 | 0.5978 | 0.7732 |
292
- | No log | 12.05 | 482 | 0.5956 | 0.6307 | 0.5956 | 0.7718 |
293
- | No log | 12.1 | 484 | 0.5978 | 0.5977 | 0.5978 | 0.7732 |
294
- | No log | 12.15 | 486 | 0.5987 | 0.5988 | 0.5987 | 0.7738 |
295
- | No log | 12.2 | 488 | 0.5881 | 0.6259 | 0.5881 | 0.7669 |
296
- | No log | 12.25 | 490 | 0.5912 | 0.6368 | 0.5912 | 0.7689 |
297
- | No log | 12.3 | 492 | 0.5928 | 0.6456 | 0.5928 | 0.7699 |
298
- | No log | 12.35 | 494 | 0.5961 | 0.6482 | 0.5961 | 0.7721 |
299
- | No log | 12.4 | 496 | 0.6024 | 0.6186 | 0.6024 | 0.7761 |
300
- | No log | 12.45 | 498 | 0.6216 | 0.6207 | 0.6216 | 0.7884 |
301
- | 0.2437 | 12.5 | 500 | 0.6333 | 0.5797 | 0.6333 | 0.7958 |
302
- | 0.2437 | 12.55 | 502 | 0.6243 | 0.6143 | 0.6243 | 0.7901 |
303
- | 0.2437 | 12.6 | 504 | 0.6152 | 0.6380 | 0.6152 | 0.7844 |
304
- | 0.2437 | 12.65 | 506 | 0.6038 | 0.6272 | 0.6038 | 0.7771 |
305
- | 0.2437 | 12.7 | 508 | 0.5974 | 0.6144 | 0.5974 | 0.7729 |
306
- | 0.2437 | 12.75 | 510 | 0.6042 | 0.6006 | 0.6042 | 0.7773 |
307
- | 0.2437 | 12.8 | 512 | 0.6059 | 0.6006 | 0.6059 | 0.7784 |
308
- | 0.2437 | 12.85 | 514 | 0.6127 | 0.6013 | 0.6127 | 0.7828 |
309
- | 0.2437 | 12.9 | 516 | 0.6291 | 0.5631 | 0.6291 | 0.7932 |
310
- | 0.2437 | 12.95 | 518 | 0.6699 | 0.5485 | 0.6699 | 0.8185 |
311
- | 0.2437 | 13.0 | 520 | 0.6955 | 0.5234 | 0.6955 | 0.8340 |
312
- | 0.2437 | 13.05 | 522 | 0.6703 | 0.5359 | 0.6703 | 0.8187 |
313
- | 0.2437 | 13.1 | 524 | 0.6397 | 0.5847 | 0.6397 | 0.7998 |
314
- | 0.2437 | 13.15 | 526 | 0.6167 | 0.5977 | 0.6167 | 0.7853 |
315
- | 0.2437 | 13.2 | 528 | 0.6106 | 0.6185 | 0.6106 | 0.7814 |
316
- | 0.2437 | 13.25 | 530 | 0.5953 | 0.6175 | 0.5953 | 0.7716 |
317
- | 0.2437 | 13.3 | 532 | 0.5962 | 0.5712 | 0.5962 | 0.7722 |
318
- | 0.2437 | 13.35 | 534 | 0.6410 | 0.5797 | 0.6410 | 0.8006 |
319
- | 0.2437 | 13.4 | 536 | 0.6520 | 0.5317 | 0.6520 | 0.8075 |
320
- | 0.2437 | 13.45 | 538 | 0.6168 | 0.5577 | 0.6168 | 0.7854 |
321
- | 0.2437 | 13.5 | 540 | 0.5882 | 0.6186 | 0.5882 | 0.7669 |
322
- | 0.2437 | 13.55 | 542 | 0.6071 | 0.6172 | 0.6071 | 0.7792 |
323
- | 0.2437 | 13.6 | 544 | 0.6492 | 0.5831 | 0.6492 | 0.8057 |
324
- | 0.2437 | 13.65 | 546 | 0.6812 | 0.5831 | 0.6812 | 0.8254 |
325
- | 0.2437 | 13.7 | 548 | 0.6627 | 0.5909 | 0.6627 | 0.8141 |
326
- | 0.2437 | 13.75 | 550 | 0.5877 | 0.6244 | 0.5877 | 0.7666 |
327
- | 0.2437 | 13.8 | 552 | 0.5582 | 0.6813 | 0.5582 | 0.7471 |
328
- | 0.2437 | 13.85 | 554 | 0.5856 | 0.6868 | 0.5856 | 0.7653 |
329
- | 0.2437 | 13.9 | 556 | 0.6197 | 0.6343 | 0.6197 | 0.7872 |
330
- | 0.2437 | 13.95 | 558 | 0.6135 | 0.6570 | 0.6135 | 0.7833 |
331
- | 0.2437 | 14.0 | 560 | 0.6162 | 0.6129 | 0.6162 | 0.7850 |
332
- | 0.2437 | 14.05 | 562 | 0.6399 | 0.5879 | 0.6399 | 0.8000 |
333
- | 0.2437 | 14.1 | 564 | 0.6343 | 0.5817 | 0.6343 | 0.7964 |
334
- | 0.2437 | 14.15 | 566 | 0.6205 | 0.5725 | 0.6205 | 0.7877 |
335
- | 0.2437 | 14.2 | 568 | 0.6035 | 0.5725 | 0.6035 | 0.7768 |
336
- | 0.2437 | 14.25 | 570 | 0.5890 | 0.6316 | 0.5890 | 0.7675 |
337
- | 0.2437 | 14.3 | 572 | 0.5770 | 0.6284 | 0.5770 | 0.7596 |
338
- | 0.2437 | 14.35 | 574 | 0.5708 | 0.6306 | 0.5708 | 0.7555 |
339
- | 0.2437 | 14.4 | 576 | 0.5690 | 0.6470 | 0.5690 | 0.7543 |
340
- | 0.2437 | 14.45 | 578 | 0.5685 | 0.6269 | 0.5685 | 0.7540 |
341
- | 0.2437 | 14.5 | 580 | 0.5906 | 0.6164 | 0.5906 | 0.7685 |
342
- | 0.2437 | 14.55 | 582 | 0.6257 | 0.5536 | 0.6257 | 0.7910 |
343
- | 0.2437 | 14.6 | 584 | 0.6084 | 0.6203 | 0.6084 | 0.7800 |
344
- | 0.2437 | 14.65 | 586 | 0.5675 | 0.6508 | 0.5675 | 0.7533 |
345
- | 0.2437 | 14.7 | 588 | 0.5637 | 0.6215 | 0.5637 | 0.7508 |
346
- | 0.2437 | 14.75 | 590 | 0.5704 | 0.6470 | 0.5704 | 0.7552 |
347
- | 0.2437 | 14.8 | 592 | 0.5754 | 0.6057 | 0.5754 | 0.7585 |
348
- | 0.2437 | 14.85 | 594 | 0.5769 | 0.6057 | 0.5769 | 0.7595 |
349
- | 0.2437 | 14.9 | 596 | 0.5741 | 0.6237 | 0.5741 | 0.7577 |
350
- | 0.2437 | 14.95 | 598 | 0.5729 | 0.6237 | 0.5729 | 0.7569 |
351
- | 0.2437 | 15.0 | 600 | 0.5726 | 0.6206 | 0.5726 | 0.7567 |
352
- | 0.2437 | 15.05 | 602 | 0.5762 | 0.6144 | 0.5762 | 0.7591 |
353
- | 0.2437 | 15.1 | 604 | 0.5920 | 0.6262 | 0.5920 | 0.7694 |
354
- | 0.2437 | 15.15 | 606 | 0.6085 | 0.5943 | 0.6085 | 0.7801 |
355
- | 0.2437 | 15.2 | 608 | 0.6072 | 0.5972 | 0.6072 | 0.7792 |
356
- | 0.2437 | 15.25 | 610 | 0.6049 | 0.6024 | 0.6049 | 0.7778 |
357
- | 0.2437 | 15.3 | 612 | 0.5972 | 0.6024 | 0.5972 | 0.7728 |
358
- | 0.2437 | 15.35 | 614 | 0.5755 | 0.6307 | 0.5755 | 0.7586 |
359
- | 0.2437 | 15.4 | 616 | 0.5784 | 0.6154 | 0.5784 | 0.7605 |
360
- | 0.2437 | 15.45 | 618 | 0.6032 | 0.6584 | 0.6032 | 0.7767 |
361
- | 0.2437 | 15.5 | 620 | 0.6172 | 0.6547 | 0.6172 | 0.7856 |
362
- | 0.2437 | 15.55 | 622 | 0.6462 | 0.5923 | 0.6462 | 0.8038 |
363
- | 0.2437 | 15.6 | 624 | 0.6531 | 0.5751 | 0.6531 | 0.8082 |
364
- | 0.2437 | 15.65 | 626 | 0.6510 | 0.5317 | 0.6510 | 0.8068 |
365
- | 0.2437 | 15.7 | 628 | 0.6174 | 0.5996 | 0.6174 | 0.7858 |
366
- | 0.2437 | 15.75 | 630 | 0.5923 | 0.6345 | 0.5923 | 0.7696 |
367
- | 0.2437 | 15.8 | 632 | 0.5929 | 0.6007 | 0.5929 | 0.7700 |
368
- | 0.2437 | 15.85 | 634 | 0.6136 | 0.6656 | 0.6136 | 0.7833 |
369
- | 0.2437 | 15.9 | 636 | 0.6133 | 0.6519 | 0.6133 | 0.7831 |
370
- | 0.2437 | 15.95 | 638 | 0.5990 | 0.6113 | 0.5990 | 0.7740 |
371
- | 0.2437 | 16.0 | 640 | 0.5808 | 0.6154 | 0.5808 | 0.7621 |
372
- | 0.2437 | 16.05 | 642 | 0.5790 | 0.6154 | 0.5790 | 0.7609 |
373
- | 0.2437 | 16.1 | 644 | 0.5866 | 0.6262 | 0.5866 | 0.7659 |
374
- | 0.2437 | 16.15 | 646 | 0.5732 | 0.6262 | 0.5732 | 0.7571 |
375
- | 0.2437 | 16.2 | 648 | 0.5669 | 0.6451 | 0.5669 | 0.7529 |
376
- | 0.2437 | 16.25 | 650 | 0.5748 | 0.5917 | 0.5748 | 0.7582 |
377
- | 0.2437 | 16.3 | 652 | 0.6086 | 0.5797 | 0.6086 | 0.7801 |
378
- | 0.2437 | 16.35 | 654 | 0.6220 | 0.5618 | 0.6220 | 0.7887 |
379
- | 0.2437 | 16.4 | 656 | 0.6283 | 0.5577 | 0.6283 | 0.7926 |
380
- | 0.2437 | 16.45 | 658 | 0.6437 | 0.5346 | 0.6437 | 0.8023 |
381
- | 0.2437 | 16.5 | 660 | 0.6577 | 0.5787 | 0.6577 | 0.8110 |
382
 
383
 
384
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k9_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: 0.5626
19
+ - Qwk: 0.6731
20
+ - Mse: 0.5626
21
+ - Rmse: 0.7501
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0444 | 2 | 3.9277 | -0.0257 | 3.9277 | 1.9818 |
53
+ | No log | 0.0889 | 4 | 2.4862 | 0.0385 | 2.4862 | 1.5768 |
54
+ | No log | 0.1333 | 6 | 1.3874 | -0.0281 | 1.3874 | 1.1779 |
55
+ | No log | 0.1778 | 8 | 1.0906 | 0.1685 | 1.0906 | 1.0443 |
56
+ | No log | 0.2222 | 10 | 1.1414 | 0.2140 | 1.1414 | 1.0683 |
57
+ | No log | 0.2667 | 12 | 1.1125 | 0.2208 | 1.1125 | 1.0547 |
58
+ | No log | 0.3111 | 14 | 1.3506 | 0.1453 | 1.3506 | 1.1622 |
59
+ | No log | 0.3556 | 16 | 1.0793 | 0.2709 | 1.0793 | 1.0389 |
60
+ | No log | 0.4 | 18 | 0.8329 | 0.4230 | 0.8329 | 0.9126 |
61
+ | No log | 0.4444 | 20 | 0.8036 | 0.4230 | 0.8036 | 0.8964 |
62
+ | No log | 0.4889 | 22 | 0.7704 | 0.4624 | 0.7704 | 0.8777 |
63
+ | No log | 0.5333 | 24 | 0.7050 | 0.4919 | 0.7050 | 0.8397 |
64
+ | No log | 0.5778 | 26 | 0.8111 | 0.4009 | 0.8111 | 0.9006 |
65
+ | No log | 0.6222 | 28 | 0.8323 | 0.4831 | 0.8323 | 0.9123 |
66
+ | No log | 0.6667 | 30 | 0.6517 | 0.6281 | 0.6517 | 0.8073 |
67
+ | No log | 0.7111 | 32 | 0.6210 | 0.6101 | 0.6210 | 0.7880 |
68
+ | No log | 0.7556 | 34 | 0.6454 | 0.6151 | 0.6454 | 0.8034 |
69
+ | No log | 0.8 | 36 | 0.8085 | 0.6814 | 0.8085 | 0.8992 |
70
+ | No log | 0.8444 | 38 | 0.7226 | 0.6889 | 0.7226 | 0.8501 |
71
+ | No log | 0.8889 | 40 | 0.6857 | 0.6370 | 0.6857 | 0.8281 |
72
+ | No log | 0.9333 | 42 | 0.6400 | 0.6459 | 0.6400 | 0.8000 |
73
+ | No log | 0.9778 | 44 | 0.6785 | 0.7042 | 0.6785 | 0.8237 |
74
+ | No log | 1.0222 | 46 | 0.6328 | 0.6481 | 0.6328 | 0.7955 |
75
+ | No log | 1.0667 | 48 | 0.6292 | 0.6354 | 0.6292 | 0.7932 |
76
+ | No log | 1.1111 | 50 | 0.6135 | 0.6377 | 0.6135 | 0.7833 |
77
+ | No log | 1.1556 | 52 | 0.6623 | 0.6330 | 0.6623 | 0.8138 |
78
+ | No log | 1.2 | 54 | 0.6150 | 0.6718 | 0.6150 | 0.7842 |
79
+ | No log | 1.2444 | 56 | 0.6233 | 0.6492 | 0.6233 | 0.7895 |
80
+ | No log | 1.2889 | 58 | 0.5892 | 0.6707 | 0.5892 | 0.7676 |
81
+ | No log | 1.3333 | 60 | 0.5947 | 0.7082 | 0.5947 | 0.7712 |
82
+ | No log | 1.3778 | 62 | 0.6442 | 0.6763 | 0.6442 | 0.8026 |
83
+ | No log | 1.4222 | 64 | 0.6284 | 0.6798 | 0.6284 | 0.7927 |
84
+ | No log | 1.4667 | 66 | 0.5862 | 0.7082 | 0.5862 | 0.7656 |
85
+ | No log | 1.5111 | 68 | 0.5817 | 0.6826 | 0.5817 | 0.7627 |
86
+ | No log | 1.5556 | 70 | 0.5971 | 0.6525 | 0.5971 | 0.7727 |
87
+ | No log | 1.6 | 72 | 0.5697 | 0.6699 | 0.5697 | 0.7548 |
88
+ | No log | 1.6444 | 74 | 0.5715 | 0.6460 | 0.5715 | 0.7560 |
89
+ | No log | 1.6889 | 76 | 0.6484 | 0.6802 | 0.6484 | 0.8052 |
90
+ | No log | 1.7333 | 78 | 0.6655 | 0.6347 | 0.6655 | 0.8158 |
91
+ | No log | 1.7778 | 80 | 0.6075 | 0.6014 | 0.6075 | 0.7794 |
92
+ | No log | 1.8222 | 82 | 0.7069 | 0.7076 | 0.7069 | 0.8408 |
93
+ | No log | 1.8667 | 84 | 0.8140 | 0.6215 | 0.8140 | 0.9022 |
94
+ | No log | 1.9111 | 86 | 0.7170 | 0.6996 | 0.7170 | 0.8468 |
95
+ | No log | 1.9556 | 88 | 0.6777 | 0.6479 | 0.6777 | 0.8232 |
96
+ | No log | 2.0 | 90 | 0.7375 | 0.6325 | 0.7375 | 0.8588 |
97
+ | No log | 2.0444 | 92 | 0.6512 | 0.6072 | 0.6512 | 0.8069 |
98
+ | No log | 2.0889 | 94 | 0.6342 | 0.6104 | 0.6342 | 0.7963 |
99
+ | No log | 2.1333 | 96 | 0.6581 | 0.5963 | 0.6581 | 0.8112 |
100
+ | No log | 2.1778 | 98 | 0.6751 | 0.6812 | 0.6751 | 0.8216 |
101
+ | No log | 2.2222 | 100 | 0.8088 | 0.5733 | 0.8088 | 0.8993 |
102
+ | No log | 2.2667 | 102 | 0.7886 | 0.6067 | 0.7886 | 0.8880 |
103
+ | No log | 2.3111 | 104 | 0.7161 | 0.6590 | 0.7161 | 0.8462 |
104
+ | No log | 2.3556 | 106 | 0.6769 | 0.6760 | 0.6769 | 0.8227 |
105
+ | No log | 2.4 | 108 | 0.9053 | 0.5902 | 0.9053 | 0.9515 |
106
+ | No log | 2.4444 | 110 | 0.8785 | 0.5902 | 0.8785 | 0.9373 |
107
+ | No log | 2.4889 | 112 | 0.6617 | 0.6939 | 0.6617 | 0.8135 |
108
+ | No log | 2.5333 | 114 | 0.6130 | 0.7055 | 0.6130 | 0.7829 |
109
+ | No log | 2.5778 | 116 | 0.6014 | 0.7112 | 0.6014 | 0.7755 |
110
+ | No log | 2.6222 | 118 | 0.6020 | 0.7278 | 0.6020 | 0.7759 |
111
+ | No log | 2.6667 | 120 | 0.6318 | 0.7126 | 0.6318 | 0.7949 |
112
+ | No log | 2.7111 | 122 | 0.6107 | 0.7205 | 0.6107 | 0.7815 |
113
+ | No log | 2.7556 | 124 | 0.5948 | 0.7308 | 0.5948 | 0.7713 |
114
+ | No log | 2.8 | 126 | 0.5774 | 0.7308 | 0.5774 | 0.7599 |
115
+ | No log | 2.8444 | 128 | 0.5472 | 0.7480 | 0.5472 | 0.7397 |
116
+ | No log | 2.8889 | 130 | 0.5259 | 0.7336 | 0.5259 | 0.7252 |
117
+ | No log | 2.9333 | 132 | 0.5425 | 0.7366 | 0.5425 | 0.7365 |
118
+ | No log | 2.9778 | 134 | 0.5714 | 0.6992 | 0.5714 | 0.7559 |
119
+ | No log | 3.0222 | 136 | 0.6327 | 0.6154 | 0.6327 | 0.7954 |
120
+ | No log | 3.0667 | 138 | 0.6623 | 0.6154 | 0.6623 | 0.8138 |
121
+ | No log | 3.1111 | 140 | 0.6634 | 0.6241 | 0.6634 | 0.8145 |
122
+ | No log | 3.1556 | 142 | 0.6114 | 0.7112 | 0.6114 | 0.7819 |
123
+ | No log | 3.2 | 144 | 0.6384 | 0.6857 | 0.6384 | 0.7990 |
124
+ | No log | 3.2444 | 146 | 0.6360 | 0.6857 | 0.6360 | 0.7975 |
125
+ | No log | 3.2889 | 148 | 0.5991 | 0.7001 | 0.5991 | 0.7740 |
126
+ | No log | 3.3333 | 150 | 0.6954 | 0.6121 | 0.6954 | 0.8339 |
127
+ | No log | 3.3778 | 152 | 0.7171 | 0.6017 | 0.7171 | 0.8468 |
128
+ | No log | 3.4222 | 154 | 0.6084 | 0.6929 | 0.6084 | 0.7800 |
129
+ | No log | 3.4667 | 156 | 0.5376 | 0.7088 | 0.5376 | 0.7332 |
130
+ | No log | 3.5111 | 158 | 0.5692 | 0.7133 | 0.5692 | 0.7544 |
131
+ | No log | 3.5556 | 160 | 0.6154 | 0.7021 | 0.6154 | 0.7845 |
132
+ | No log | 3.6 | 162 | 0.5770 | 0.6941 | 0.5770 | 0.7596 |
133
+ | No log | 3.6444 | 164 | 0.5458 | 0.7151 | 0.5458 | 0.7388 |
134
+ | No log | 3.6889 | 166 | 0.5072 | 0.7088 | 0.5072 | 0.7122 |
135
+ | No log | 3.7333 | 168 | 0.5506 | 0.6312 | 0.5506 | 0.7420 |
136
+ | No log | 3.7778 | 170 | 0.5585 | 0.6288 | 0.5585 | 0.7473 |
137
+ | No log | 3.8222 | 172 | 0.5352 | 0.6869 | 0.5352 | 0.7316 |
138
+ | No log | 3.8667 | 174 | 0.5596 | 0.7146 | 0.5596 | 0.7481 |
139
+ | No log | 3.9111 | 176 | 0.5725 | 0.6826 | 0.5725 | 0.7567 |
140
+ | No log | 3.9556 | 178 | 0.5817 | 0.6857 | 0.5817 | 0.7627 |
141
+ | No log | 4.0 | 180 | 0.6090 | 0.6729 | 0.6090 | 0.7804 |
142
+ | No log | 4.0444 | 182 | 0.6702 | 0.6355 | 0.6702 | 0.8186 |
143
+ | No log | 4.0889 | 184 | 0.7960 | 0.6191 | 0.7960 | 0.8922 |
144
+ | No log | 4.1333 | 186 | 0.7236 | 0.6132 | 0.7236 | 0.8507 |
145
+ | No log | 4.1778 | 188 | 0.6772 | 0.6091 | 0.6772 | 0.8229 |
146
+ | No log | 4.2222 | 190 | 0.6773 | 0.6091 | 0.6773 | 0.8230 |
147
+ | No log | 4.2667 | 192 | 0.6397 | 0.6575 | 0.6397 | 0.7998 |
148
+ | No log | 4.3111 | 194 | 0.6200 | 0.6586 | 0.6200 | 0.7874 |
149
+ | No log | 4.3556 | 196 | 0.6310 | 0.6249 | 0.6310 | 0.7944 |
150
+ | No log | 4.4 | 198 | 0.7748 | 0.5719 | 0.7748 | 0.8802 |
151
+ | No log | 4.4444 | 200 | 0.8247 | 0.5679 | 0.8247 | 0.9081 |
152
+ | No log | 4.4889 | 202 | 0.6611 | 0.6647 | 0.6611 | 0.8131 |
153
+ | No log | 4.5333 | 204 | 0.6392 | 0.6260 | 0.6392 | 0.7995 |
154
+ | No log | 4.5778 | 206 | 0.6485 | 0.6026 | 0.6485 | 0.8053 |
155
+ | No log | 4.6222 | 208 | 0.6789 | 0.6455 | 0.6789 | 0.8239 |
156
+ | No log | 4.6667 | 210 | 0.6545 | 0.6605 | 0.6545 | 0.8090 |
157
+ | No log | 4.7111 | 212 | 0.6016 | 0.6830 | 0.6016 | 0.7756 |
158
+ | No log | 4.7556 | 214 | 0.5936 | 0.6830 | 0.5936 | 0.7704 |
159
+ | No log | 4.8 | 216 | 0.6044 | 0.6528 | 0.6044 | 0.7775 |
160
+ | No log | 4.8444 | 218 | 0.5946 | 0.7077 | 0.5946 | 0.7711 |
161
+ | No log | 4.8889 | 220 | 0.5865 | 0.6764 | 0.5865 | 0.7658 |
162
+ | No log | 4.9333 | 222 | 0.5801 | 0.5871 | 0.5801 | 0.7617 |
163
+ | No log | 4.9778 | 224 | 0.5776 | 0.6186 | 0.5776 | 0.7600 |
164
+ | No log | 5.0222 | 226 | 0.5803 | 0.6195 | 0.5803 | 0.7618 |
165
+ | No log | 5.0667 | 228 | 0.5934 | 0.6164 | 0.5934 | 0.7703 |
166
+ | No log | 5.1111 | 230 | 0.6163 | 0.6461 | 0.6163 | 0.7850 |
167
+ | No log | 5.1556 | 232 | 0.5756 | 0.7285 | 0.5756 | 0.7587 |
168
+ | No log | 5.2 | 234 | 0.6019 | 0.7128 | 0.6019 | 0.7759 |
169
+ | No log | 5.2444 | 236 | 0.7192 | 0.6198 | 0.7192 | 0.8480 |
170
+ | No log | 5.2889 | 238 | 0.7128 | 0.6394 | 0.7128 | 0.8443 |
171
+ | No log | 5.3333 | 240 | 0.6078 | 0.6677 | 0.6078 | 0.7796 |
172
+ | No log | 5.3778 | 242 | 0.5699 | 0.6627 | 0.5699 | 0.7549 |
173
+ | No log | 5.4222 | 244 | 0.5892 | 0.6653 | 0.5892 | 0.7676 |
174
+ | No log | 5.4667 | 246 | 0.5732 | 0.6249 | 0.5732 | 0.7571 |
175
+ | No log | 5.5111 | 248 | 0.5805 | 0.6293 | 0.5805 | 0.7619 |
176
+ | No log | 5.5556 | 250 | 0.6333 | 0.6761 | 0.6333 | 0.7958 |
177
+ | No log | 5.6 | 252 | 0.6235 | 0.6696 | 0.6235 | 0.7896 |
178
+ | No log | 5.6444 | 254 | 0.5631 | 0.6468 | 0.5631 | 0.7504 |
179
+ | No log | 5.6889 | 256 | 0.5602 | 0.6990 | 0.5602 | 0.7485 |
180
+ | No log | 5.7333 | 258 | 0.5555 | 0.6545 | 0.5555 | 0.7453 |
181
+ | No log | 5.7778 | 260 | 0.5874 | 0.6388 | 0.5874 | 0.7664 |
182
+ | No log | 5.8222 | 262 | 0.6532 | 0.7086 | 0.6532 | 0.8082 |
183
+ | No log | 5.8667 | 264 | 0.6749 | 0.6696 | 0.6749 | 0.8215 |
184
+ | No log | 5.9111 | 266 | 0.6246 | 0.6620 | 0.6246 | 0.7903 |
185
+ | No log | 5.9556 | 268 | 0.6003 | 0.7006 | 0.6003 | 0.7748 |
186
+ | No log | 6.0 | 270 | 0.6151 | 0.6904 | 0.6151 | 0.7843 |
187
+ | No log | 6.0444 | 272 | 0.6083 | 0.6904 | 0.6083 | 0.7800 |
188
+ | No log | 6.0889 | 274 | 0.5972 | 0.6624 | 0.5972 | 0.7728 |
189
+ | No log | 6.1333 | 276 | 0.6653 | 0.6329 | 0.6653 | 0.8156 |
190
+ | No log | 6.1778 | 278 | 0.8367 | 0.5893 | 0.8367 | 0.9147 |
191
+ | No log | 6.2222 | 280 | 0.8593 | 0.5624 | 0.8593 | 0.9270 |
192
+ | No log | 6.2667 | 282 | 0.7516 | 0.6554 | 0.7516 | 0.8670 |
193
+ | No log | 6.3111 | 284 | 0.6203 | 0.6388 | 0.6203 | 0.7876 |
194
+ | No log | 6.3556 | 286 | 0.5806 | 0.6782 | 0.5806 | 0.7620 |
195
+ | No log | 6.4 | 288 | 0.6109 | 0.6935 | 0.6109 | 0.7816 |
196
+ | No log | 6.4444 | 290 | 0.5974 | 0.7098 | 0.5974 | 0.7729 |
197
+ | No log | 6.4889 | 292 | 0.5767 | 0.6598 | 0.5767 | 0.7594 |
198
+ | No log | 6.5333 | 294 | 0.5896 | 0.6821 | 0.5896 | 0.7678 |
199
+ | No log | 6.5778 | 296 | 0.6096 | 0.6685 | 0.6096 | 0.7808 |
200
+ | No log | 6.6222 | 298 | 0.6403 | 0.6570 | 0.6403 | 0.8002 |
201
+ | No log | 6.6667 | 300 | 0.6600 | 0.6329 | 0.6600 | 0.8124 |
202
+ | No log | 6.7111 | 302 | 0.6887 | 0.6301 | 0.6887 | 0.8299 |
203
+ | No log | 6.7556 | 304 | 0.6983 | 0.6064 | 0.6983 | 0.8356 |
204
+ | No log | 6.8 | 306 | 0.6458 | 0.5756 | 0.6458 | 0.8036 |
205
+ | No log | 6.8444 | 308 | 0.6252 | 0.5756 | 0.6252 | 0.7907 |
206
+ | No log | 6.8889 | 310 | 0.5832 | 0.6872 | 0.5832 | 0.7637 |
207
+ | No log | 6.9333 | 312 | 0.5657 | 0.6995 | 0.5657 | 0.7521 |
208
+ | No log | 6.9778 | 314 | 0.5663 | 0.6916 | 0.5663 | 0.7525 |
209
+ | No log | 7.0222 | 316 | 0.5872 | 0.7271 | 0.5872 | 0.7663 |
210
+ | No log | 7.0667 | 318 | 0.6042 | 0.7417 | 0.6042 | 0.7773 |
211
+ | No log | 7.1111 | 320 | 0.6071 | 0.7189 | 0.6071 | 0.7792 |
212
+ | No log | 7.1556 | 322 | 0.6027 | 0.7035 | 0.6027 | 0.7764 |
213
+ | No log | 7.2 | 324 | 0.6148 | 0.7118 | 0.6148 | 0.7841 |
214
+ | No log | 7.2444 | 326 | 0.6176 | 0.6838 | 0.6176 | 0.7858 |
215
+ | No log | 7.2889 | 328 | 0.6023 | 0.6606 | 0.6023 | 0.7761 |
216
+ | No log | 7.3333 | 330 | 0.5942 | 0.5428 | 0.5942 | 0.7708 |
217
+ | No log | 7.3778 | 332 | 0.5960 | 0.5314 | 0.5960 | 0.7720 |
218
+ | No log | 7.4222 | 334 | 0.5855 | 0.5909 | 0.5855 | 0.7652 |
219
+ | No log | 7.4667 | 336 | 0.5828 | 0.6275 | 0.5828 | 0.7634 |
220
+ | No log | 7.5111 | 338 | 0.6019 | 0.6589 | 0.6019 | 0.7758 |
221
+ | No log | 7.5556 | 340 | 0.5990 | 0.6519 | 0.5990 | 0.7740 |
222
+ | No log | 7.6 | 342 | 0.5931 | 0.6632 | 0.5931 | 0.7701 |
223
+ | No log | 7.6444 | 344 | 0.6139 | 0.6588 | 0.6139 | 0.7835 |
224
+ | No log | 7.6889 | 346 | 0.6432 | 0.6669 | 0.6432 | 0.8020 |
225
+ | No log | 7.7333 | 348 | 0.6579 | 0.6570 | 0.6579 | 0.8111 |
226
+ | No log | 7.7778 | 350 | 0.6072 | 0.6813 | 0.6072 | 0.7792 |
227
+ | No log | 7.8222 | 352 | 0.5908 | 0.6134 | 0.5908 | 0.7687 |
228
+ | No log | 7.8667 | 354 | 0.6183 | 0.5653 | 0.6183 | 0.7863 |
229
+ | No log | 7.9111 | 356 | 0.6061 | 0.5314 | 0.6061 | 0.7785 |
230
+ | No log | 7.9556 | 358 | 0.5838 | 0.6460 | 0.5838 | 0.7641 |
231
+ | No log | 8.0 | 360 | 0.6296 | 0.6764 | 0.6296 | 0.7935 |
232
+ | No log | 8.0444 | 362 | 0.6741 | 0.5828 | 0.6741 | 0.8210 |
233
+ | No log | 8.0889 | 364 | 0.6983 | 0.6160 | 0.6983 | 0.8357 |
234
+ | No log | 8.1333 | 366 | 0.6518 | 0.6581 | 0.6518 | 0.8074 |
235
+ | No log | 8.1778 | 368 | 0.6235 | 0.6886 | 0.6235 | 0.7896 |
236
+ | No log | 8.2222 | 370 | 0.6077 | 0.7043 | 0.6077 | 0.7796 |
237
+ | No log | 8.2667 | 372 | 0.5825 | 0.6732 | 0.5825 | 0.7632 |
238
+ | No log | 8.3111 | 374 | 0.5873 | 0.7050 | 0.5873 | 0.7663 |
239
+ | No log | 8.3556 | 376 | 0.6173 | 0.6965 | 0.6173 | 0.7857 |
240
+ | No log | 8.4 | 378 | 0.6144 | 0.7000 | 0.6144 | 0.7838 |
241
+ | No log | 8.4444 | 380 | 0.6104 | 0.7093 | 0.6104 | 0.7813 |
242
+ | No log | 8.4889 | 382 | 0.5821 | 0.7027 | 0.5821 | 0.7630 |
243
+ | No log | 8.5333 | 384 | 0.5630 | 0.6980 | 0.5630 | 0.7503 |
244
+ | No log | 8.5778 | 386 | 0.5658 | 0.6909 | 0.5658 | 0.7522 |
245
+ | No log | 8.6222 | 388 | 0.5912 | 0.7540 | 0.5912 | 0.7689 |
246
+ | No log | 8.6667 | 390 | 0.6797 | 0.6154 | 0.6797 | 0.8244 |
247
+ | No log | 8.7111 | 392 | 0.7333 | 0.5935 | 0.7333 | 0.8564 |
248
+ | No log | 8.7556 | 394 | 0.6902 | 0.6097 | 0.6902 | 0.8308 |
249
+ | No log | 8.8 | 396 | 0.6142 | 0.7042 | 0.6142 | 0.7837 |
250
+ | No log | 8.8444 | 398 | 0.6293 | 0.6933 | 0.6293 | 0.7933 |
251
+ | No log | 8.8889 | 400 | 0.6836 | 0.6615 | 0.6836 | 0.8268 |
252
+ | No log | 8.9333 | 402 | 0.6750 | 0.6692 | 0.6750 | 0.8216 |
253
+ | No log | 8.9778 | 404 | 0.6319 | 0.7287 | 0.6319 | 0.7949 |
254
+ | No log | 9.0222 | 406 | 0.6409 | 0.6869 | 0.6409 | 0.8006 |
255
+ | No log | 9.0667 | 408 | 0.6390 | 0.6657 | 0.6390 | 0.7994 |
256
+ | No log | 9.1111 | 410 | 0.6020 | 0.7687 | 0.6020 | 0.7759 |
257
+ | No log | 9.1556 | 412 | 0.5873 | 0.7251 | 0.5873 | 0.7663 |
258
+ | No log | 9.2 | 414 | 0.5862 | 0.7196 | 0.5862 | 0.7656 |
259
+ | No log | 9.2444 | 416 | 0.5826 | 0.6941 | 0.5826 | 0.7633 |
260
+ | No log | 9.2889 | 418 | 0.5518 | 0.7286 | 0.5518 | 0.7428 |
261
+ | No log | 9.3333 | 420 | 0.5617 | 0.7545 | 0.5617 | 0.7494 |
262
+ | No log | 9.3778 | 422 | 0.6328 | 0.6820 | 0.6328 | 0.7955 |
263
+ | No log | 9.4222 | 424 | 0.6533 | 0.6580 | 0.6533 | 0.8082 |
264
+ | No log | 9.4667 | 426 | 0.6146 | 0.7100 | 0.6146 | 0.7839 |
265
+ | No log | 9.5111 | 428 | 0.5919 | 0.7278 | 0.5919 | 0.7693 |
266
+ | No log | 9.5556 | 430 | 0.5775 | 0.7103 | 0.5775 | 0.7599 |
267
+ | No log | 9.6 | 432 | 0.5670 | 0.6903 | 0.5670 | 0.7530 |
268
+ | No log | 9.6444 | 434 | 0.5607 | 0.7191 | 0.5607 | 0.7488 |
269
+ | No log | 9.6889 | 436 | 0.5579 | 0.6826 | 0.5579 | 0.7469 |
270
+ | No log | 9.7333 | 438 | 0.5629 | 0.6826 | 0.5629 | 0.7503 |
271
+ | No log | 9.7778 | 440 | 0.6266 | 0.6599 | 0.6266 | 0.7916 |
272
+ | No log | 9.8222 | 442 | 0.6243 | 0.6539 | 0.6243 | 0.7901 |
273
+ | No log | 9.8667 | 444 | 0.5745 | 0.7118 | 0.5745 | 0.7580 |
274
+ | No log | 9.9111 | 446 | 0.5199 | 0.7482 | 0.5199 | 0.7210 |
275
+ | No log | 9.9556 | 448 | 0.4987 | 0.7187 | 0.4987 | 0.7062 |
276
+ | No log | 10.0 | 450 | 0.4919 | 0.7090 | 0.4919 | 0.7013 |
277
+ | No log | 10.0444 | 452 | 0.4883 | 0.7184 | 0.4883 | 0.6988 |
278
+ | No log | 10.0889 | 454 | 0.4882 | 0.7191 | 0.4882 | 0.6987 |
279
+ | No log | 10.1333 | 456 | 0.5027 | 0.7445 | 0.5027 | 0.7090 |
280
+ | No log | 10.1778 | 458 | 0.4822 | 0.7428 | 0.4822 | 0.6944 |
281
+ | No log | 10.2222 | 460 | 0.4804 | 0.7278 | 0.4804 | 0.6931 |
282
+ | No log | 10.2667 | 462 | 0.5021 | 0.7151 | 0.5021 | 0.7086 |
283
+ | No log | 10.3111 | 464 | 0.5056 | 0.7198 | 0.5056 | 0.7111 |
284
+ | No log | 10.3556 | 466 | 0.5113 | 0.6872 | 0.5113 | 0.7151 |
285
+ | No log | 10.4 | 468 | 0.4760 | 0.6951 | 0.4760 | 0.6899 |
286
+ | No log | 10.4444 | 470 | 0.4782 | 0.7272 | 0.4782 | 0.6915 |
287
+ | No log | 10.4889 | 472 | 0.5293 | 0.6990 | 0.5293 | 0.7275 |
288
+ | No log | 10.5333 | 474 | 0.6157 | 0.6872 | 0.6157 | 0.7847 |
289
+ | No log | 10.5778 | 476 | 0.7023 | 0.7002 | 0.7023 | 0.8381 |
290
+ | No log | 10.6222 | 478 | 0.6270 | 0.6928 | 0.6270 | 0.7918 |
291
+ | No log | 10.6667 | 480 | 0.5503 | 0.6556 | 0.5503 | 0.7418 |
292
+ | No log | 10.7111 | 482 | 0.5983 | 0.7155 | 0.5983 | 0.7735 |
293
+ | No log | 10.7556 | 484 | 0.6257 | 0.6538 | 0.6257 | 0.7910 |
294
+ | No log | 10.8 | 486 | 0.5972 | 0.5627 | 0.5972 | 0.7728 |
295
+ | No log | 10.8444 | 488 | 0.5624 | 0.5983 | 0.5624 | 0.7500 |
296
+ | No log | 10.8889 | 490 | 0.5324 | 0.6196 | 0.5324 | 0.7296 |
297
+ | No log | 10.9333 | 492 | 0.5128 | 0.6509 | 0.5128 | 0.7161 |
298
+ | No log | 10.9778 | 494 | 0.5403 | 0.7063 | 0.5403 | 0.7350 |
299
+ | No log | 11.0222 | 496 | 0.5457 | 0.7227 | 0.5457 | 0.7387 |
300
+ | No log | 11.0667 | 498 | 0.5400 | 0.7365 | 0.5400 | 0.7348 |
301
+ | 0.2408 | 11.1111 | 500 | 0.5299 | 0.7365 | 0.5299 | 0.7280 |
302
+ | 0.2408 | 11.1556 | 502 | 0.5002 | 0.7225 | 0.5002 | 0.7072 |
303
+ | 0.2408 | 11.2 | 504 | 0.4884 | 0.6959 | 0.4884 | 0.6989 |
304
+ | 0.2408 | 11.2444 | 506 | 0.4948 | 0.6838 | 0.4948 | 0.7034 |
305
+ | 0.2408 | 11.2889 | 508 | 0.5365 | 0.7043 | 0.5365 | 0.7325 |
306
+ | 0.2408 | 11.3333 | 510 | 0.5626 | 0.6731 | 0.5626 | 0.7501 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions