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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.4251
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- - Qwk: 0.6265
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- - Mse: 0.4251
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- - Rmse: 0.6520
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  ## Model description
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@@ -49,268 +49,261 @@ 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 | 0.0211 | 2 | 2.6098 | -0.0545 | 2.6098 | 1.6155 |
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- | No log | 0.0421 | 4 | 1.2358 | 0.0745 | 1.2358 | 1.1117 |
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- | No log | 0.0632 | 6 | 0.7507 | 0.0893 | 0.7507 | 0.8664 |
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- | No log | 0.0842 | 8 | 0.6557 | 0.4352 | 0.6557 | 0.8097 |
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- | No log | 0.1053 | 10 | 0.5681 | 0.4397 | 0.5681 | 0.7537 |
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- | No log | 0.1263 | 12 | 0.5479 | 0.4966 | 0.5479 | 0.7402 |
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- | No log | 0.1474 | 14 | 0.5272 | 0.5816 | 0.5272 | 0.7261 |
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- | No log | 0.1684 | 16 | 0.5156 | 0.6053 | 0.5156 | 0.7181 |
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- | No log | 0.1895 | 18 | 0.5329 | 0.5846 | 0.5329 | 0.7300 |
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- | No log | 0.2105 | 20 | 0.5309 | 0.5930 | 0.5309 | 0.7286 |
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- | No log | 0.2316 | 22 | 0.6218 | 0.5378 | 0.6218 | 0.7886 |
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- | No log | 0.2526 | 24 | 0.7674 | 0.4200 | 0.7674 | 0.8760 |
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- | No log | 0.2737 | 26 | 0.7485 | 0.4859 | 0.7485 | 0.8651 |
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- | No log | 0.2947 | 28 | 1.0127 | 0.3092 | 1.0127 | 1.0063 |
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- | No log | 0.3158 | 30 | 1.5040 | 0.2467 | 1.5040 | 1.2264 |
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- | No log | 0.3368 | 32 | 1.4568 | 0.2316 | 1.4568 | 1.2070 |
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- | No log | 0.3579 | 34 | 0.8104 | 0.4883 | 0.8104 | 0.9002 |
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- | No log | 0.3789 | 36 | 0.5270 | 0.5125 | 0.5270 | 0.7259 |
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- | No log | 0.4 | 38 | 0.6294 | 0.4314 | 0.6294 | 0.7934 |
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- | No log | 0.4211 | 40 | 0.5376 | 0.4555 | 0.5376 | 0.7332 |
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- | No log | 0.4421 | 42 | 0.4367 | 0.6330 | 0.4367 | 0.6609 |
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- | No log | 0.4632 | 44 | 0.6202 | 0.4844 | 0.6202 | 0.7875 |
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- | No log | 0.4842 | 46 | 0.6902 | 0.4700 | 0.6902 | 0.8308 |
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- | No log | 0.5053 | 48 | 0.4517 | 0.5796 | 0.4517 | 0.6721 |
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- | No log | 0.5263 | 50 | 0.4755 | 0.6109 | 0.4755 | 0.6896 |
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- | No log | 0.5474 | 52 | 0.5427 | 0.6310 | 0.5427 | 0.7367 |
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- | No log | 0.5684 | 54 | 0.4516 | 0.5845 | 0.4516 | 0.6720 |
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- | No log | 0.5895 | 56 | 0.4436 | 0.6514 | 0.4436 | 0.6660 |
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- | No log | 0.6105 | 58 | 0.5197 | 0.5408 | 0.5197 | 0.7209 |
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- | No log | 0.6316 | 60 | 0.4719 | 0.6537 | 0.4719 | 0.6869 |
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- | No log | 0.6526 | 62 | 0.4410 | 0.5800 | 0.4410 | 0.6641 |
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- | No log | 0.6737 | 64 | 0.4872 | 0.5577 | 0.4872 | 0.6980 |
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- | No log | 0.6947 | 66 | 0.4830 | 0.5593 | 0.4830 | 0.6950 |
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- | No log | 0.7158 | 68 | 0.4785 | 0.6449 | 0.4785 | 0.6917 |
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- | No log | 0.7368 | 70 | 0.7570 | 0.4321 | 0.7570 | 0.8700 |
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- | No log | 0.7579 | 72 | 1.0736 | 0.3861 | 1.0736 | 1.0361 |
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- | No log | 0.7789 | 74 | 1.0001 | 0.3897 | 1.0001 | 1.0000 |
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- | No log | 0.8 | 76 | 0.7110 | 0.5626 | 0.7110 | 0.8432 |
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- | No log | 0.8211 | 78 | 0.5540 | 0.6663 | 0.5540 | 0.7443 |
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- | No log | 0.8421 | 80 | 0.6842 | 0.5380 | 0.6842 | 0.8272 |
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- | No log | 0.8632 | 82 | 0.7430 | 0.5257 | 0.7430 | 0.8620 |
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- | No log | 0.8842 | 84 | 0.6420 | 0.6044 | 0.6420 | 0.8012 |
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- | No log | 0.9053 | 86 | 0.5024 | 0.6604 | 0.5024 | 0.7088 |
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- | No log | 0.9263 | 88 | 0.4636 | 0.5475 | 0.4636 | 0.6809 |
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- | No log | 0.9474 | 90 | 0.4892 | 0.5246 | 0.4892 | 0.6994 |
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- | No log | 0.9684 | 92 | 0.4393 | 0.6001 | 0.4393 | 0.6628 |
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- | No log | 0.9895 | 94 | 0.4765 | 0.6588 | 0.4765 | 0.6903 |
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- | No log | 1.0105 | 96 | 0.4939 | 0.6589 | 0.4939 | 0.7028 |
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- | No log | 1.0316 | 98 | 0.4721 | 0.6769 | 0.4721 | 0.6871 |
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- | No log | 1.0526 | 100 | 0.4677 | 0.6383 | 0.4677 | 0.6839 |
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- | No log | 1.0737 | 102 | 0.4834 | 0.5819 | 0.4834 | 0.6953 |
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- | No log | 1.0947 | 104 | 0.5139 | 0.6182 | 0.5139 | 0.7169 |
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- | No log | 1.1158 | 106 | 0.5233 | 0.6182 | 0.5233 | 0.7234 |
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- | No log | 1.1368 | 108 | 0.5267 | 0.6144 | 0.5267 | 0.7257 |
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- | No log | 1.1579 | 110 | 0.5637 | 0.5781 | 0.5637 | 0.7508 |
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- | No log | 1.1789 | 112 | 0.6258 | 0.5672 | 0.6258 | 0.7911 |
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- | No log | 1.2 | 114 | 0.5994 | 0.5938 | 0.5994 | 0.7742 |
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- | No log | 1.2211 | 116 | 0.5642 | 0.6086 | 0.5642 | 0.7511 |
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- | No log | 1.2421 | 118 | 0.5418 | 0.6755 | 0.5418 | 0.7361 |
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- | No log | 1.2632 | 120 | 0.5310 | 0.6391 | 0.5310 | 0.7287 |
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- | No log | 1.2842 | 122 | 0.5152 | 0.6387 | 0.5152 | 0.7178 |
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- | No log | 1.3053 | 124 | 0.5238 | 0.6466 | 0.5238 | 0.7237 |
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- | No log | 1.3263 | 126 | 0.5219 | 0.6596 | 0.5219 | 0.7224 |
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- | No log | 1.3474 | 128 | 0.5268 | 0.6562 | 0.5268 | 0.7258 |
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- | No log | 1.3684 | 130 | 0.5683 | 0.5631 | 0.5683 | 0.7539 |
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- | No log | 1.3895 | 132 | 0.6065 | 0.5455 | 0.6065 | 0.7788 |
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- | No log | 1.4105 | 134 | 0.5769 | 0.5387 | 0.5769 | 0.7595 |
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- | No log | 1.4316 | 136 | 0.4650 | 0.5422 | 0.4650 | 0.6819 |
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- | No log | 1.4526 | 138 | 0.4568 | 0.6129 | 0.4568 | 0.6758 |
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- | No log | 1.4737 | 140 | 0.4846 | 0.5357 | 0.4846 | 0.6961 |
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- | No log | 1.4947 | 142 | 0.5011 | 0.5738 | 0.5011 | 0.7078 |
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- | No log | 1.5158 | 144 | 0.5321 | 0.5859 | 0.5321 | 0.7294 |
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- | No log | 1.5368 | 146 | 0.6267 | 0.6210 | 0.6267 | 0.7917 |
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- | No log | 1.5579 | 148 | 0.6894 | 0.5789 | 0.6894 | 0.8303 |
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- | No log | 1.5789 | 150 | 0.5787 | 0.6099 | 0.5787 | 0.7607 |
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- | No log | 1.6 | 152 | 0.4933 | 0.6198 | 0.4933 | 0.7024 |
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- | No log | 1.6211 | 154 | 0.4939 | 0.6133 | 0.4939 | 0.7028 |
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- | No log | 1.6421 | 156 | 0.4857 | 0.6286 | 0.4857 | 0.6969 |
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- | No log | 1.6632 | 158 | 0.4957 | 0.6452 | 0.4957 | 0.7040 |
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- | No log | 1.6842 | 160 | 0.5062 | 0.6210 | 0.5062 | 0.7115 |
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- | No log | 1.7053 | 162 | 0.5600 | 0.5743 | 0.5600 | 0.7483 |
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- | No log | 1.7263 | 164 | 0.6635 | 0.5670 | 0.6635 | 0.8145 |
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- | No log | 1.7474 | 166 | 0.7418 | 0.5677 | 0.7418 | 0.8613 |
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- | No log | 1.7684 | 168 | 0.6376 | 0.5800 | 0.6376 | 0.7985 |
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- | No log | 1.7895 | 170 | 0.5512 | 0.5909 | 0.5512 | 0.7424 |
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- | No log | 1.8105 | 172 | 0.5361 | 0.6175 | 0.5361 | 0.7322 |
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- | No log | 1.8316 | 174 | 0.5441 | 0.6010 | 0.5441 | 0.7376 |
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- | No log | 1.8526 | 176 | 0.5201 | 0.6137 | 0.5201 | 0.7212 |
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- | No log | 1.8737 | 178 | 0.4970 | 0.6173 | 0.4970 | 0.7050 |
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- | No log | 1.8947 | 180 | 0.4931 | 0.6233 | 0.4931 | 0.7022 |
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- | No log | 1.9158 | 182 | 0.5231 | 0.6034 | 0.5231 | 0.7233 |
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- | No log | 1.9368 | 184 | 0.5872 | 0.5835 | 0.5872 | 0.7663 |
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- | No log | 1.9579 | 186 | 0.5711 | 0.6135 | 0.5711 | 0.7557 |
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- | No log | 1.9789 | 188 | 0.4993 | 0.5729 | 0.4993 | 0.7066 |
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- | No log | 2.0 | 190 | 0.4707 | 0.6254 | 0.4707 | 0.6861 |
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- | No log | 2.0211 | 192 | 0.4718 | 0.6279 | 0.4718 | 0.6869 |
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- | No log | 2.0421 | 194 | 0.4619 | 0.6455 | 0.4619 | 0.6796 |
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- | No log | 2.0632 | 196 | 0.4611 | 0.6455 | 0.4611 | 0.6790 |
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- | No log | 2.0842 | 198 | 0.4733 | 0.6411 | 0.4733 | 0.6879 |
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- | No log | 2.1053 | 200 | 0.4776 | 0.6347 | 0.4776 | 0.6911 |
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- | No log | 2.1263 | 202 | 0.5424 | 0.5854 | 0.5424 | 0.7365 |
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- | No log | 2.1474 | 204 | 0.5326 | 0.6752 | 0.5326 | 0.7298 |
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- | No log | 2.1684 | 206 | 0.5018 | 0.6509 | 0.5018 | 0.7084 |
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- | No log | 2.1895 | 208 | 0.4867 | 0.6641 | 0.4867 | 0.6976 |
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- | No log | 2.2105 | 210 | 0.4520 | 0.6879 | 0.4520 | 0.6723 |
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- | No log | 2.2316 | 212 | 0.4420 | 0.7254 | 0.4420 | 0.6649 |
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- | No log | 2.2526 | 214 | 0.4354 | 0.7305 | 0.4354 | 0.6599 |
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- | No log | 2.2737 | 216 | 0.5073 | 0.6295 | 0.5073 | 0.7122 |
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- | No log | 2.2947 | 218 | 0.5469 | 0.6200 | 0.5469 | 0.7395 |
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- | No log | 2.3158 | 220 | 0.5157 | 0.5970 | 0.5157 | 0.7181 |
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- | No log | 2.3368 | 222 | 0.4611 | 0.6158 | 0.4611 | 0.6791 |
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- | No log | 2.3579 | 224 | 0.4764 | 0.6154 | 0.4764 | 0.6902 |
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- | No log | 2.3789 | 226 | 0.4929 | 0.6370 | 0.4929 | 0.7021 |
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- | No log | 2.4 | 228 | 0.4978 | 0.6772 | 0.4978 | 0.7056 |
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- | No log | 2.4211 | 230 | 0.4916 | 0.6763 | 0.4916 | 0.7011 |
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- | No log | 2.4421 | 232 | 0.4893 | 0.6021 | 0.4893 | 0.6995 |
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- | No log | 2.4632 | 234 | 0.4936 | 0.6301 | 0.4936 | 0.7026 |
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- | No log | 2.4842 | 236 | 0.5310 | 0.6003 | 0.5310 | 0.7287 |
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- | No log | 2.5053 | 238 | 0.5495 | 0.5081 | 0.5495 | 0.7413 |
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- | No log | 2.5263 | 240 | 0.6149 | 0.4728 | 0.6149 | 0.7842 |
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- | No log | 2.5474 | 242 | 0.7086 | 0.5342 | 0.7086 | 0.8418 |
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- | No log | 2.5684 | 244 | 0.8100 | 0.4831 | 0.8100 | 0.9000 |
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- | No log | 2.5895 | 246 | 0.7589 | 0.5430 | 0.7589 | 0.8712 |
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- | No log | 2.6105 | 248 | 0.6534 | 0.5953 | 0.6534 | 0.8083 |
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- | No log | 2.6316 | 250 | 0.6300 | 0.5979 | 0.6300 | 0.7937 |
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- | No log | 2.6526 | 252 | 0.6033 | 0.5897 | 0.6033 | 0.7767 |
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- | No log | 2.6737 | 254 | 0.5484 | 0.5812 | 0.5484 | 0.7405 |
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- | No log | 2.6947 | 256 | 0.4705 | 0.6145 | 0.4705 | 0.6859 |
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- | No log | 2.7158 | 258 | 0.4583 | 0.5413 | 0.4583 | 0.6770 |
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- | No log | 2.7368 | 260 | 0.4663 | 0.5926 | 0.4663 | 0.6829 |
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- | No log | 2.7579 | 262 | 0.4821 | 0.6334 | 0.4821 | 0.6943 |
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- | No log | 2.7789 | 264 | 0.5113 | 0.6003 | 0.5113 | 0.7150 |
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- | No log | 2.8 | 266 | 0.5049 | 0.6361 | 0.5049 | 0.7106 |
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- | No log | 2.8211 | 268 | 0.4958 | 0.6361 | 0.4958 | 0.7041 |
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- | No log | 2.8421 | 270 | 0.4770 | 0.5949 | 0.4770 | 0.6906 |
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- | No log | 2.8632 | 272 | 0.4776 | 0.6405 | 0.4776 | 0.6911 |
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- | No log | 2.8842 | 274 | 0.4901 | 0.6479 | 0.4901 | 0.7001 |
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- | No log | 2.9053 | 276 | 0.4993 | 0.6548 | 0.4993 | 0.7066 |
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- | No log | 2.9263 | 278 | 0.4900 | 0.6479 | 0.4900 | 0.7000 |
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- | No log | 2.9474 | 280 | 0.4678 | 0.7166 | 0.4678 | 0.6840 |
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- | No log | 2.9684 | 282 | 0.4625 | 0.7071 | 0.4625 | 0.6801 |
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- | No log | 2.9895 | 284 | 0.4605 | 0.6550 | 0.4605 | 0.6786 |
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- | No log | 3.0105 | 286 | 0.4461 | 0.6839 | 0.4461 | 0.6679 |
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- | No log | 3.0316 | 288 | 0.4392 | 0.6479 | 0.4392 | 0.6627 |
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- | No log | 3.0526 | 290 | 0.4538 | 0.5796 | 0.4538 | 0.6736 |
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- | No log | 3.0737 | 292 | 0.4645 | 0.6013 | 0.4645 | 0.6816 |
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- | No log | 3.0947 | 294 | 0.4382 | 0.6481 | 0.4382 | 0.6620 |
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- | No log | 3.1158 | 296 | 0.4971 | 0.6460 | 0.4971 | 0.7051 |
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- | No log | 3.1368 | 298 | 0.5260 | 0.6460 | 0.5260 | 0.7252 |
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- | No log | 3.1579 | 300 | 0.4828 | 0.6455 | 0.4828 | 0.6948 |
202
- | No log | 3.1789 | 302 | 0.4391 | 0.6553 | 0.4391 | 0.6626 |
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- | No log | 3.2 | 304 | 0.4426 | 0.6579 | 0.4426 | 0.6653 |
204
- | No log | 3.2211 | 306 | 0.4459 | 0.6269 | 0.4459 | 0.6677 |
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- | No log | 3.2421 | 308 | 0.4492 | 0.6269 | 0.4492 | 0.6702 |
206
- | No log | 3.2632 | 310 | 0.4527 | 0.6542 | 0.4527 | 0.6728 |
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- | No log | 3.2842 | 312 | 0.4523 | 0.6727 | 0.4523 | 0.6726 |
208
- | No log | 3.3053 | 314 | 0.4375 | 0.5797 | 0.4375 | 0.6614 |
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- | No log | 3.3263 | 316 | 0.4441 | 0.6389 | 0.4441 | 0.6664 |
210
- | No log | 3.3474 | 318 | 0.4652 | 0.6620 | 0.4652 | 0.6821 |
211
- | No log | 3.3684 | 320 | 0.4728 | 0.6784 | 0.4728 | 0.6876 |
212
- | No log | 3.3895 | 322 | 0.4491 | 0.6773 | 0.4491 | 0.6701 |
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- | No log | 3.4105 | 324 | 0.4487 | 0.6641 | 0.4487 | 0.6699 |
214
- | No log | 3.4316 | 326 | 0.5080 | 0.6210 | 0.5080 | 0.7127 |
215
- | No log | 3.4526 | 328 | 0.5316 | 0.6200 | 0.5316 | 0.7291 |
216
- | No log | 3.4737 | 330 | 0.5686 | 0.6178 | 0.5686 | 0.7540 |
217
- | No log | 3.4947 | 332 | 0.5358 | 0.6135 | 0.5358 | 0.7320 |
218
- | No log | 3.5158 | 334 | 0.4954 | 0.5647 | 0.4954 | 0.7039 |
219
- | No log | 3.5368 | 336 | 0.4797 | 0.5533 | 0.4797 | 0.6926 |
220
- | No log | 3.5579 | 338 | 0.4780 | 0.6132 | 0.4780 | 0.6914 |
221
- | No log | 3.5789 | 340 | 0.4786 | 0.6147 | 0.4786 | 0.6918 |
222
- | No log | 3.6 | 342 | 0.4907 | 0.6279 | 0.4907 | 0.7005 |
223
- | No log | 3.6211 | 344 | 0.4844 | 0.6199 | 0.4844 | 0.6960 |
224
- | No log | 3.6421 | 346 | 0.4765 | 0.6160 | 0.4765 | 0.6903 |
225
- | No log | 3.6632 | 348 | 0.4963 | 0.6045 | 0.4963 | 0.7045 |
226
- | No log | 3.6842 | 350 | 0.5165 | 0.6011 | 0.5165 | 0.7187 |
227
- | No log | 3.7053 | 352 | 0.4907 | 0.6025 | 0.4907 | 0.7005 |
228
- | No log | 3.7263 | 354 | 0.4565 | 0.6426 | 0.4565 | 0.6756 |
229
- | No log | 3.7474 | 356 | 0.4431 | 0.6198 | 0.4431 | 0.6657 |
230
- | No log | 3.7684 | 358 | 0.4473 | 0.6244 | 0.4473 | 0.6688 |
231
- | No log | 3.7895 | 360 | 0.4520 | 0.6932 | 0.4520 | 0.6723 |
232
- | No log | 3.8105 | 362 | 0.4621 | 0.6280 | 0.4621 | 0.6798 |
233
- | No log | 3.8316 | 364 | 0.5104 | 0.6088 | 0.5104 | 0.7144 |
234
- | No log | 3.8526 | 366 | 0.4830 | 0.6536 | 0.4830 | 0.6950 |
235
- | No log | 3.8737 | 368 | 0.4576 | 0.6424 | 0.4576 | 0.6765 |
236
- | No log | 3.8947 | 370 | 0.4513 | 0.6788 | 0.4513 | 0.6718 |
237
- | No log | 3.9158 | 372 | 0.4195 | 0.6481 | 0.4195 | 0.6477 |
238
- | No log | 3.9368 | 374 | 0.4302 | 0.6210 | 0.4302 | 0.6559 |
239
- | No log | 3.9579 | 376 | 0.4528 | 0.5714 | 0.4528 | 0.6729 |
240
- | No log | 3.9789 | 378 | 0.4804 | 0.5687 | 0.4804 | 0.6931 |
241
- | No log | 4.0 | 380 | 0.5081 | 0.5859 | 0.5081 | 0.7128 |
242
- | No log | 4.0211 | 382 | 0.5544 | 0.5918 | 0.5544 | 0.7446 |
243
- | No log | 4.0421 | 384 | 0.5080 | 0.6092 | 0.5080 | 0.7127 |
244
- | No log | 4.0632 | 386 | 0.4990 | 0.6022 | 0.4990 | 0.7064 |
245
- | No log | 4.0842 | 388 | 0.4770 | 0.6443 | 0.4770 | 0.6907 |
246
- | No log | 4.1053 | 390 | 0.4733 | 0.6039 | 0.4733 | 0.6880 |
247
- | No log | 4.1263 | 392 | 0.4814 | 0.6082 | 0.4814 | 0.6938 |
248
- | No log | 4.1474 | 394 | 0.4670 | 0.6567 | 0.4670 | 0.6834 |
249
- | No log | 4.1684 | 396 | 0.4516 | 0.6770 | 0.4516 | 0.6720 |
250
- | No log | 4.1895 | 398 | 0.4451 | 0.6040 | 0.4451 | 0.6672 |
251
- | No log | 4.2105 | 400 | 0.4442 | 0.5854 | 0.4442 | 0.6665 |
252
- | No log | 4.2316 | 402 | 0.4454 | 0.6645 | 0.4454 | 0.6673 |
253
- | No log | 4.2526 | 404 | 0.4463 | 0.6645 | 0.4463 | 0.6680 |
254
- | No log | 4.2737 | 406 | 0.4466 | 0.6462 | 0.4466 | 0.6683 |
255
- | No log | 4.2947 | 408 | 0.4531 | 0.5945 | 0.4531 | 0.6732 |
256
- | No log | 4.3158 | 410 | 0.4439 | 0.5731 | 0.4439 | 0.6663 |
257
- | No log | 4.3368 | 412 | 0.4305 | 0.6462 | 0.4305 | 0.6561 |
258
- | No log | 4.3579 | 414 | 0.4256 | 0.6475 | 0.4256 | 0.6523 |
259
- | No log | 4.3789 | 416 | 0.4289 | 0.6257 | 0.4289 | 0.6549 |
260
- | No log | 4.4 | 418 | 0.4375 | 0.6047 | 0.4375 | 0.6614 |
261
- | No log | 4.4211 | 420 | 0.4370 | 0.6047 | 0.4370 | 0.6611 |
262
- | No log | 4.4421 | 422 | 0.4344 | 0.6047 | 0.4344 | 0.6591 |
263
- | No log | 4.4632 | 424 | 0.4382 | 0.6841 | 0.4382 | 0.6620 |
264
- | No log | 4.4842 | 426 | 0.4496 | 0.7012 | 0.4496 | 0.6705 |
265
- | No log | 4.5053 | 428 | 0.4520 | 0.6716 | 0.4520 | 0.6723 |
266
- | No log | 4.5263 | 430 | 0.4293 | 0.6935 | 0.4293 | 0.6552 |
267
- | No log | 4.5474 | 432 | 0.4122 | 0.6667 | 0.4122 | 0.6420 |
268
- | No log | 4.5684 | 434 | 0.4096 | 0.6933 | 0.4096 | 0.6400 |
269
- | No log | 4.5895 | 436 | 0.4208 | 0.6964 | 0.4208 | 0.6487 |
270
- | No log | 4.6105 | 438 | 0.4442 | 0.6596 | 0.4442 | 0.6665 |
271
- | No log | 4.6316 | 440 | 0.4647 | 0.6750 | 0.4647 | 0.6817 |
272
- | No log | 4.6526 | 442 | 0.4891 | 0.6384 | 0.4891 | 0.6994 |
273
- | No log | 4.6737 | 444 | 0.4701 | 0.6096 | 0.4701 | 0.6856 |
274
- | No log | 4.6947 | 446 | 0.4566 | 0.6235 | 0.4566 | 0.6757 |
275
- | No log | 4.7158 | 448 | 0.4251 | 0.7042 | 0.4251 | 0.6520 |
276
- | No log | 4.7368 | 450 | 0.4447 | 0.6807 | 0.4447 | 0.6669 |
277
- | No log | 4.7579 | 452 | 0.4435 | 0.6797 | 0.4435 | 0.6659 |
278
- | No log | 4.7789 | 454 | 0.4190 | 0.6923 | 0.4190 | 0.6473 |
279
- | No log | 4.8 | 456 | 0.4142 | 0.7032 | 0.4142 | 0.6436 |
280
- | No log | 4.8211 | 458 | 0.4131 | 0.6673 | 0.4131 | 0.6427 |
281
- | No log | 4.8421 | 460 | 0.4200 | 0.6448 | 0.4200 | 0.6481 |
282
- | No log | 4.8632 | 462 | 0.4463 | 0.6228 | 0.4463 | 0.6681 |
283
- | No log | 4.8842 | 464 | 0.4465 | 0.6228 | 0.4465 | 0.6682 |
284
- | No log | 4.9053 | 466 | 0.4478 | 0.6334 | 0.4478 | 0.6692 |
285
- | No log | 4.9263 | 468 | 0.4425 | 0.6140 | 0.4425 | 0.6652 |
286
- | No log | 4.9474 | 470 | 0.4517 | 0.6462 | 0.4517 | 0.6721 |
287
- | No log | 4.9684 | 472 | 0.4763 | 0.5010 | 0.4763 | 0.6901 |
288
- | No log | 4.9895 | 474 | 0.4961 | 0.5010 | 0.4961 | 0.7043 |
289
- | No log | 5.0105 | 476 | 0.4664 | 0.5475 | 0.4664 | 0.6830 |
290
- | No log | 5.0316 | 478 | 0.4543 | 0.6201 | 0.4543 | 0.6740 |
291
- | No log | 5.0526 | 480 | 0.5393 | 0.6056 | 0.5393 | 0.7344 |
292
- | No log | 5.0737 | 482 | 0.5478 | 0.6022 | 0.5478 | 0.7402 |
293
- | No log | 5.0947 | 484 | 0.4808 | 0.6150 | 0.4808 | 0.6934 |
294
- | No log | 5.1158 | 486 | 0.4285 | 0.6443 | 0.4285 | 0.6546 |
295
- | No log | 5.1368 | 488 | 0.4309 | 0.6761 | 0.4309 | 0.6564 |
296
- | No log | 5.1579 | 490 | 0.4328 | 0.6282 | 0.4328 | 0.6578 |
297
- | No log | 5.1789 | 492 | 0.4237 | 0.6282 | 0.4237 | 0.6509 |
298
- | No log | 5.2 | 494 | 0.4046 | 0.6477 | 0.4046 | 0.6361 |
299
- | No log | 5.2211 | 496 | 0.3995 | 0.6477 | 0.3995 | 0.6321 |
300
- | No log | 5.2421 | 498 | 0.4021 | 0.6282 | 0.4021 | 0.6341 |
301
- | 0.3246 | 5.2632 | 500 | 0.4142 | 0.6514 | 0.4142 | 0.6436 |
302
- | 0.3246 | 5.2842 | 502 | 0.4123 | 0.6096 | 0.4123 | 0.6421 |
303
- | 0.3246 | 5.3053 | 504 | 0.4079 | 0.6295 | 0.4079 | 0.6386 |
304
- | 0.3246 | 5.3263 | 506 | 0.3959 | 0.6757 | 0.3959 | 0.6292 |
305
- | 0.3246 | 5.3474 | 508 | 0.4086 | 0.7022 | 0.4086 | 0.6392 |
306
- | 0.3246 | 5.3684 | 510 | 0.4240 | 0.6904 | 0.4240 | 0.6512 |
307
- | 0.3246 | 5.3895 | 512 | 0.4284 | 0.6720 | 0.4284 | 0.6545 |
308
- | 0.3246 | 5.4105 | 514 | 0.4243 | 0.6736 | 0.4243 | 0.6514 |
309
- | 0.3246 | 5.4316 | 516 | 0.4332 | 0.6145 | 0.4332 | 0.6582 |
310
- | 0.3246 | 5.4526 | 518 | 0.4463 | 0.6174 | 0.4463 | 0.6681 |
311
- | 0.3246 | 5.4737 | 520 | 0.4376 | 0.6065 | 0.4376 | 0.6615 |
312
- | 0.3246 | 5.4947 | 522 | 0.4223 | 0.6265 | 0.4223 | 0.6498 |
313
- | 0.3246 | 5.5158 | 524 | 0.4251 | 0.6265 | 0.4251 | 0.6520 |
314
 
315
 
316
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5460
19
+ - Qwk: 0.4774
20
+ - Mse: 0.5460
21
+ - Rmse: 0.7389
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.02 | 2 | 2.4336 | -0.0262 | 2.4336 | 1.5600 |
53
+ | No log | 0.04 | 4 | 1.1177 | 0.1251 | 1.1177 | 1.0572 |
54
+ | No log | 0.06 | 6 | 0.7027 | 0.1321 | 0.7027 | 0.8383 |
55
+ | No log | 0.08 | 8 | 0.6669 | 0.1846 | 0.6669 | 0.8166 |
56
+ | No log | 0.1 | 10 | 0.8837 | 0.3455 | 0.8837 | 0.9400 |
57
+ | No log | 0.12 | 12 | 1.2123 | 0.1283 | 1.2123 | 1.1011 |
58
+ | No log | 0.14 | 14 | 1.0419 | 0.1621 | 1.0419 | 1.0207 |
59
+ | No log | 0.16 | 16 | 0.9212 | 0.2183 | 0.9212 | 0.9598 |
60
+ | No log | 0.18 | 18 | 0.9159 | 0.2316 | 0.9159 | 0.9570 |
61
+ | No log | 0.2 | 20 | 0.8530 | 0.3819 | 0.8530 | 0.9236 |
62
+ | No log | 0.22 | 22 | 0.7369 | 0.1617 | 0.7369 | 0.8584 |
63
+ | No log | 0.24 | 24 | 0.6641 | 0.0937 | 0.6641 | 0.8149 |
64
+ | No log | 0.26 | 26 | 0.6216 | 0.2142 | 0.6216 | 0.7884 |
65
+ | No log | 0.28 | 28 | 0.5442 | 0.4314 | 0.5442 | 0.7377 |
66
+ | No log | 0.3 | 30 | 0.5884 | 0.3831 | 0.5884 | 0.7671 |
67
+ | No log | 0.32 | 32 | 0.6476 | 0.5083 | 0.6476 | 0.8047 |
68
+ | No log | 0.34 | 34 | 0.5482 | 0.4888 | 0.5482 | 0.7404 |
69
+ | No log | 0.36 | 36 | 0.4813 | 0.6052 | 0.4813 | 0.6937 |
70
+ | No log | 0.38 | 38 | 0.5166 | 0.5498 | 0.5166 | 0.7187 |
71
+ | No log | 0.4 | 40 | 0.5304 | 0.5877 | 0.5304 | 0.7283 |
72
+ | No log | 0.42 | 42 | 0.8805 | 0.3262 | 0.8805 | 0.9383 |
73
+ | No log | 0.44 | 44 | 0.8463 | 0.3322 | 0.8463 | 0.9200 |
74
+ | No log | 0.46 | 46 | 0.5334 | 0.5452 | 0.5334 | 0.7304 |
75
+ | No log | 0.48 | 48 | 0.6184 | 0.5481 | 0.6184 | 0.7864 |
76
+ | No log | 0.5 | 50 | 0.8713 | 0.3790 | 0.8713 | 0.9334 |
77
+ | No log | 0.52 | 52 | 0.6121 | 0.5378 | 0.6121 | 0.7824 |
78
+ | No log | 0.54 | 54 | 0.4697 | 0.5617 | 0.4697 | 0.6854 |
79
+ | No log | 0.56 | 56 | 0.6125 | 0.5152 | 0.6125 | 0.7826 |
80
+ | No log | 0.58 | 58 | 0.6373 | 0.4589 | 0.6373 | 0.7983 |
81
+ | No log | 0.6 | 60 | 0.5841 | 0.4322 | 0.5841 | 0.7642 |
82
+ | No log | 0.62 | 62 | 0.5709 | 0.4662 | 0.5709 | 0.7556 |
83
+ | No log | 0.64 | 64 | 0.8000 | 0.4951 | 0.8000 | 0.8944 |
84
+ | No log | 0.66 | 66 | 1.0245 | 0.4011 | 1.0245 | 1.0122 |
85
+ | No log | 0.68 | 68 | 0.7877 | 0.5310 | 0.7877 | 0.8875 |
86
+ | No log | 0.7 | 70 | 0.5326 | 0.4596 | 0.5326 | 0.7298 |
87
+ | No log | 0.72 | 72 | 0.5103 | 0.4448 | 0.5103 | 0.7144 |
88
+ | No log | 0.74 | 74 | 0.5131 | 0.4561 | 0.5131 | 0.7163 |
89
+ | No log | 0.76 | 76 | 0.4900 | 0.4838 | 0.4900 | 0.7000 |
90
+ | No log | 0.78 | 78 | 0.4794 | 0.5457 | 0.4794 | 0.6924 |
91
+ | No log | 0.8 | 80 | 0.5166 | 0.5571 | 0.5166 | 0.7187 |
92
+ | No log | 0.82 | 82 | 0.5016 | 0.5798 | 0.5016 | 0.7083 |
93
+ | No log | 0.84 | 84 | 0.5150 | 0.6353 | 0.5150 | 0.7176 |
94
+ | No log | 0.86 | 86 | 0.6014 | 0.4638 | 0.6014 | 0.7755 |
95
+ | No log | 0.88 | 88 | 0.6618 | 0.4794 | 0.6618 | 0.8135 |
96
+ | No log | 0.9 | 90 | 0.5386 | 0.6222 | 0.5386 | 0.7339 |
97
+ | No log | 0.92 | 92 | 0.6051 | 0.5765 | 0.6051 | 0.7779 |
98
+ | No log | 0.94 | 94 | 0.6192 | 0.6367 | 0.6192 | 0.7869 |
99
+ | No log | 0.96 | 96 | 0.6490 | 0.5742 | 0.6490 | 0.8056 |
100
+ | No log | 0.98 | 98 | 0.8902 | 0.4576 | 0.8902 | 0.9435 |
101
+ | No log | 1.0 | 100 | 0.9072 | 0.4386 | 0.9072 | 0.9525 |
102
+ | No log | 1.02 | 102 | 0.6718 | 0.5213 | 0.6718 | 0.8196 |
103
+ | No log | 1.04 | 104 | 0.5507 | 0.5589 | 0.5507 | 0.7421 |
104
+ | No log | 1.06 | 106 | 0.5274 | 0.5476 | 0.5274 | 0.7262 |
105
+ | No log | 1.08 | 108 | 0.5014 | 0.5231 | 0.5014 | 0.7081 |
106
+ | No log | 1.1 | 110 | 0.4889 | 0.6275 | 0.4889 | 0.6992 |
107
+ | No log | 1.12 | 112 | 0.4941 | 0.5226 | 0.4941 | 0.7029 |
108
+ | No log | 1.1400 | 114 | 0.5404 | 0.5576 | 0.5404 | 0.7351 |
109
+ | No log | 1.16 | 116 | 0.5000 | 0.5827 | 0.5000 | 0.7071 |
110
+ | No log | 1.18 | 118 | 0.5057 | 0.5705 | 0.5057 | 0.7111 |
111
+ | No log | 1.2 | 120 | 0.4649 | 0.6554 | 0.4649 | 0.6818 |
112
+ | No log | 1.22 | 122 | 0.5905 | 0.5415 | 0.5905 | 0.7685 |
113
+ | No log | 1.24 | 124 | 0.6216 | 0.5474 | 0.6216 | 0.7884 |
114
+ | No log | 1.26 | 126 | 0.5379 | 0.5452 | 0.5379 | 0.7334 |
115
+ | No log | 1.28 | 128 | 0.5202 | 0.5150 | 0.5202 | 0.7213 |
116
+ | No log | 1.3 | 130 | 0.5333 | 0.5034 | 0.5333 | 0.7303 |
117
+ | No log | 1.32 | 132 | 0.5977 | 0.5455 | 0.5977 | 0.7731 |
118
+ | No log | 1.34 | 134 | 0.6683 | 0.5508 | 0.6683 | 0.8175 |
119
+ | No log | 1.3600 | 136 | 0.5604 | 0.5291 | 0.5604 | 0.7486 |
120
+ | No log | 1.38 | 138 | 0.5166 | 0.4473 | 0.5166 | 0.7188 |
121
+ | No log | 1.4 | 140 | 0.4885 | 0.4857 | 0.4885 | 0.6989 |
122
+ | No log | 1.42 | 142 | 0.5161 | 0.4507 | 0.5161 | 0.7184 |
123
+ | No log | 1.44 | 144 | 0.5903 | 0.5687 | 0.5903 | 0.7683 |
124
+ | No log | 1.46 | 146 | 0.5110 | 0.4997 | 0.5110 | 0.7149 |
125
+ | No log | 1.48 | 148 | 0.5085 | 0.5722 | 0.5085 | 0.7131 |
126
+ | No log | 1.5 | 150 | 0.6388 | 0.5970 | 0.6388 | 0.7992 |
127
+ | No log | 1.52 | 152 | 0.5558 | 0.5927 | 0.5558 | 0.7455 |
128
+ | No log | 1.54 | 154 | 0.4846 | 0.4954 | 0.4846 | 0.6961 |
129
+ | No log | 1.56 | 156 | 0.5322 | 0.5599 | 0.5322 | 0.7295 |
130
+ | No log | 1.58 | 158 | 0.7361 | 0.4338 | 0.7361 | 0.8579 |
131
+ | No log | 1.6 | 160 | 0.7054 | 0.4815 | 0.7054 | 0.8399 |
132
+ | No log | 1.62 | 162 | 0.5173 | 0.6181 | 0.5173 | 0.7192 |
133
+ | No log | 1.6400 | 164 | 0.5233 | 0.6189 | 0.5233 | 0.7234 |
134
+ | No log | 1.6600 | 166 | 0.8778 | 0.5501 | 0.8778 | 0.9369 |
135
+ | No log | 1.6800 | 168 | 0.9912 | 0.4633 | 0.9912 | 0.9956 |
136
+ | No log | 1.7 | 170 | 0.8150 | 0.5157 | 0.8150 | 0.9028 |
137
+ | No log | 1.72 | 172 | 0.5731 | 0.5857 | 0.5731 | 0.7570 |
138
+ | No log | 1.74 | 174 | 0.4673 | 0.5413 | 0.4673 | 0.6836 |
139
+ | No log | 1.76 | 176 | 0.5112 | 0.5868 | 0.5112 | 0.7150 |
140
+ | No log | 1.78 | 178 | 0.5368 | 0.5678 | 0.5368 | 0.7327 |
141
+ | No log | 1.8 | 180 | 0.5065 | 0.6101 | 0.5065 | 0.7117 |
142
+ | No log | 1.8200 | 182 | 0.5677 | 0.5161 | 0.5677 | 0.7535 |
143
+ | No log | 1.8400 | 184 | 0.6485 | 0.5251 | 0.6485 | 0.8053 |
144
+ | No log | 1.8600 | 186 | 0.6607 | 0.5062 | 0.6607 | 0.8128 |
145
+ | No log | 1.88 | 188 | 0.6159 | 0.5323 | 0.6159 | 0.7848 |
146
+ | No log | 1.9 | 190 | 0.5391 | 0.4872 | 0.5391 | 0.7342 |
147
+ | No log | 1.92 | 192 | 0.5168 | 0.5133 | 0.5168 | 0.7189 |
148
+ | No log | 1.94 | 194 | 0.5070 | 0.5061 | 0.5070 | 0.7120 |
149
+ | No log | 1.96 | 196 | 0.5092 | 0.5042 | 0.5092 | 0.7136 |
150
+ | No log | 1.98 | 198 | 0.5705 | 0.4582 | 0.5705 | 0.7553 |
151
+ | No log | 2.0 | 200 | 0.6946 | 0.5310 | 0.6946 | 0.8334 |
152
+ | No log | 2.02 | 202 | 0.6341 | 0.5124 | 0.6341 | 0.7963 |
153
+ | No log | 2.04 | 204 | 0.5996 | 0.6131 | 0.5996 | 0.7743 |
154
+ | No log | 2.06 | 206 | 0.6785 | 0.5581 | 0.6785 | 0.8237 |
155
+ | No log | 2.08 | 208 | 0.5603 | 0.5863 | 0.5603 | 0.7485 |
156
+ | No log | 2.1 | 210 | 0.4828 | 0.6242 | 0.4828 | 0.6948 |
157
+ | No log | 2.12 | 212 | 0.4738 | 0.5397 | 0.4738 | 0.6883 |
158
+ | No log | 2.14 | 214 | 0.4622 | 0.5003 | 0.4622 | 0.6798 |
159
+ | No log | 2.16 | 216 | 0.4613 | 0.4895 | 0.4613 | 0.6792 |
160
+ | No log | 2.18 | 218 | 0.5422 | 0.5609 | 0.5422 | 0.7364 |
161
+ | No log | 2.2 | 220 | 0.5679 | 0.5609 | 0.5679 | 0.7536 |
162
+ | No log | 2.22 | 222 | 0.5358 | 0.5373 | 0.5358 | 0.7320 |
163
+ | No log | 2.24 | 224 | 0.4739 | 0.5715 | 0.4739 | 0.6884 |
164
+ | No log | 2.26 | 226 | 0.4894 | 0.5479 | 0.4894 | 0.6996 |
165
+ | No log | 2.2800 | 228 | 0.4965 | 0.4762 | 0.4965 | 0.7046 |
166
+ | No log | 2.3 | 230 | 0.5071 | 0.4888 | 0.5071 | 0.7121 |
167
+ | No log | 2.32 | 232 | 0.6275 | 0.5085 | 0.6275 | 0.7922 |
168
+ | No log | 2.34 | 234 | 0.6429 | 0.4933 | 0.6429 | 0.8018 |
169
+ | No log | 2.36 | 236 | 0.5460 | 0.5131 | 0.5460 | 0.7389 |
170
+ | No log | 2.38 | 238 | 0.4982 | 0.4962 | 0.4982 | 0.7059 |
171
+ | No log | 2.4 | 240 | 0.5455 | 0.3754 | 0.5455 | 0.7386 |
172
+ | No log | 2.42 | 242 | 0.5730 | 0.4204 | 0.5730 | 0.7569 |
173
+ | No log | 2.44 | 244 | 0.5306 | 0.5127 | 0.5306 | 0.7284 |
174
+ | No log | 2.46 | 246 | 0.4739 | 0.5286 | 0.4739 | 0.6884 |
175
+ | No log | 2.48 | 248 | 0.4972 | 0.5125 | 0.4972 | 0.7051 |
176
+ | No log | 2.5 | 250 | 0.5733 | 0.5692 | 0.5733 | 0.7572 |
177
+ | No log | 2.52 | 252 | 0.5502 | 0.5814 | 0.5502 | 0.7418 |
178
+ | No log | 2.54 | 254 | 0.5114 | 0.5190 | 0.5114 | 0.7151 |
179
+ | No log | 2.56 | 256 | 0.4824 | 0.4828 | 0.4824 | 0.6946 |
180
+ | No log | 2.58 | 258 | 0.4908 | 0.4945 | 0.4908 | 0.7006 |
181
+ | No log | 2.6 | 260 | 0.5071 | 0.5233 | 0.5071 | 0.7121 |
182
+ | No log | 2.62 | 262 | 0.5454 | 0.4959 | 0.5454 | 0.7385 |
183
+ | No log | 2.64 | 264 | 0.5076 | 0.4782 | 0.5076 | 0.7125 |
184
+ | No log | 2.66 | 266 | 0.4674 | 0.5703 | 0.4674 | 0.6837 |
185
+ | No log | 2.68 | 268 | 0.4661 | 0.5446 | 0.4661 | 0.6827 |
186
+ | No log | 2.7 | 270 | 0.4709 | 0.5943 | 0.4709 | 0.6862 |
187
+ | No log | 2.7200 | 272 | 0.5029 | 0.5822 | 0.5029 | 0.7091 |
188
+ | No log | 2.74 | 274 | 0.4940 | 0.6143 | 0.4940 | 0.7029 |
189
+ | No log | 2.76 | 276 | 0.4947 | 0.6052 | 0.4947 | 0.7034 |
190
+ | No log | 2.7800 | 278 | 0.5029 | 0.6052 | 0.5029 | 0.7092 |
191
+ | No log | 2.8 | 280 | 0.5189 | 0.6341 | 0.5189 | 0.7204 |
192
+ | No log | 2.82 | 282 | 0.5380 | 0.5884 | 0.5380 | 0.7335 |
193
+ | No log | 2.84 | 284 | 0.5818 | 0.5096 | 0.5818 | 0.7627 |
194
+ | No log | 2.86 | 286 | 0.5932 | 0.4893 | 0.5932 | 0.7702 |
195
+ | No log | 2.88 | 288 | 0.6177 | 0.4759 | 0.6177 | 0.7859 |
196
+ | No log | 2.9 | 290 | 0.6082 | 0.4964 | 0.6082 | 0.7798 |
197
+ | No log | 2.92 | 292 | 0.6086 | 0.4964 | 0.6086 | 0.7801 |
198
+ | No log | 2.94 | 294 | 0.5151 | 0.5086 | 0.5151 | 0.7177 |
199
+ | No log | 2.96 | 296 | 0.4882 | 0.5327 | 0.4882 | 0.6987 |
200
+ | No log | 2.98 | 298 | 0.4704 | 0.5034 | 0.4704 | 0.6858 |
201
+ | No log | 3.0 | 300 | 0.4879 | 0.5086 | 0.4879 | 0.6985 |
202
+ | No log | 3.02 | 302 | 0.5181 | 0.5712 | 0.5181 | 0.7198 |
203
+ | No log | 3.04 | 304 | 0.4900 | 0.5682 | 0.4900 | 0.7000 |
204
+ | No log | 3.06 | 306 | 0.4720 | 0.6382 | 0.4720 | 0.6870 |
205
+ | No log | 3.08 | 308 | 0.5000 | 0.5524 | 0.5000 | 0.7071 |
206
+ | No log | 3.1 | 310 | 0.5000 | 0.5592 | 0.5000 | 0.7071 |
207
+ | No log | 3.12 | 312 | 0.4885 | 0.5936 | 0.4885 | 0.6989 |
208
+ | No log | 3.14 | 314 | 0.5164 | 0.5326 | 0.5164 | 0.7186 |
209
+ | No log | 3.16 | 316 | 0.6109 | 0.5190 | 0.6109 | 0.7816 |
210
+ | No log | 3.18 | 318 | 0.6291 | 0.4795 | 0.6291 | 0.7932 |
211
+ | No log | 3.2 | 320 | 0.6128 | 0.4884 | 0.6128 | 0.7828 |
212
+ | No log | 3.22 | 322 | 0.6407 | 0.4940 | 0.6407 | 0.8005 |
213
+ | No log | 3.24 | 324 | 0.6600 | 0.4930 | 0.6600 | 0.8124 |
214
+ | No log | 3.26 | 326 | 0.6784 | 0.5295 | 0.6784 | 0.8236 |
215
+ | No log | 3.2800 | 328 | 0.5590 | 0.5131 | 0.5590 | 0.7477 |
216
+ | No log | 3.3 | 330 | 0.4872 | 0.3763 | 0.4872 | 0.6980 |
217
+ | No log | 3.32 | 332 | 0.4901 | 0.4878 | 0.4901 | 0.7001 |
218
+ | No log | 3.34 | 334 | 0.4911 | 0.5213 | 0.4911 | 0.7008 |
219
+ | No log | 3.36 | 336 | 0.5213 | 0.5081 | 0.5213 | 0.7220 |
220
+ | No log | 3.38 | 338 | 0.5777 | 0.5562 | 0.5777 | 0.7601 |
221
+ | No log | 3.4 | 340 | 0.5336 | 0.5140 | 0.5336 | 0.7305 |
222
+ | No log | 3.42 | 342 | 0.5038 | 0.4642 | 0.5038 | 0.7098 |
223
+ | No log | 3.44 | 344 | 0.5023 | 0.4639 | 0.5023 | 0.7087 |
224
+ | No log | 3.46 | 346 | 0.5104 | 0.4314 | 0.5104 | 0.7144 |
225
+ | No log | 3.48 | 348 | 0.5118 | 0.4402 | 0.5118 | 0.7154 |
226
+ | No log | 3.5 | 350 | 0.5259 | 0.3919 | 0.5259 | 0.7252 |
227
+ | No log | 3.52 | 352 | 0.6353 | 0.4815 | 0.6353 | 0.7970 |
228
+ | No log | 3.54 | 354 | 0.7651 | 0.4541 | 0.7651 | 0.8747 |
229
+ | No log | 3.56 | 356 | 0.7617 | 0.4347 | 0.7617 | 0.8727 |
230
+ | No log | 3.58 | 358 | 0.6819 | 0.4959 | 0.6819 | 0.8258 |
231
+ | No log | 3.6 | 360 | 0.6344 | 0.5113 | 0.6344 | 0.7965 |
232
+ | No log | 3.62 | 362 | 0.5907 | 0.5131 | 0.5907 | 0.7686 |
233
+ | No log | 3.64 | 364 | 0.5699 | 0.5219 | 0.5699 | 0.7549 |
234
+ | No log | 3.66 | 366 | 0.5659 | 0.5219 | 0.5659 | 0.7523 |
235
+ | No log | 3.68 | 368 | 0.5448 | 0.5349 | 0.5448 | 0.7381 |
236
+ | No log | 3.7 | 370 | 0.5420 | 0.5111 | 0.5420 | 0.7362 |
237
+ | No log | 3.7200 | 372 | 0.5440 | 0.5111 | 0.5440 | 0.7376 |
238
+ | No log | 3.74 | 374 | 0.5328 | 0.4459 | 0.5328 | 0.7299 |
239
+ | No log | 3.76 | 376 | 0.5608 | 0.4315 | 0.5608 | 0.7489 |
240
+ | No log | 3.7800 | 378 | 0.6015 | 0.4606 | 0.6015 | 0.7756 |
241
+ | No log | 3.8 | 380 | 0.6127 | 0.4819 | 0.6127 | 0.7827 |
242
+ | No log | 3.82 | 382 | 0.6607 | 0.5027 | 0.6607 | 0.8128 |
243
+ | No log | 3.84 | 384 | 0.6560 | 0.5027 | 0.6560 | 0.8099 |
244
+ | No log | 3.86 | 386 | 0.6135 | 0.4892 | 0.6135 | 0.7833 |
245
+ | No log | 3.88 | 388 | 0.5263 | 0.4437 | 0.5263 | 0.7255 |
246
+ | No log | 3.9 | 390 | 0.5103 | 0.4402 | 0.5103 | 0.7143 |
247
+ | No log | 3.92 | 392 | 0.5171 | 0.5028 | 0.5171 | 0.7191 |
248
+ | No log | 3.94 | 394 | 0.5051 | 0.4229 | 0.5051 | 0.7107 |
249
+ | No log | 3.96 | 396 | 0.5341 | 0.4875 | 0.5341 | 0.7308 |
250
+ | No log | 3.98 | 398 | 0.6487 | 0.5325 | 0.6487 | 0.8054 |
251
+ | No log | 4.0 | 400 | 0.6871 | 0.5295 | 0.6871 | 0.8289 |
252
+ | No log | 4.02 | 402 | 0.6139 | 0.4978 | 0.6139 | 0.7835 |
253
+ | No log | 4.04 | 404 | 0.5173 | 0.4795 | 0.5173 | 0.7192 |
254
+ | No log | 4.06 | 406 | 0.5236 | 0.3988 | 0.5236 | 0.7236 |
255
+ | No log | 4.08 | 408 | 0.5491 | 0.5065 | 0.5491 | 0.7410 |
256
+ | No log | 4.1 | 410 | 0.5365 | 0.5110 | 0.5365 | 0.7324 |
257
+ | No log | 4.12 | 412 | 0.5256 | 0.4206 | 0.5256 | 0.7250 |
258
+ | No log | 4.14 | 414 | 0.6206 | 0.5326 | 0.6206 | 0.7878 |
259
+ | No log | 4.16 | 416 | 0.7311 | 0.4601 | 0.7311 | 0.8550 |
260
+ | No log | 4.18 | 418 | 0.7374 | 0.4462 | 0.7374 | 0.8587 |
261
+ | No log | 4.2 | 420 | 0.6355 | 0.4815 | 0.6355 | 0.7972 |
262
+ | No log | 4.22 | 422 | 0.5739 | 0.3840 | 0.5739 | 0.7576 |
263
+ | No log | 4.24 | 424 | 0.5675 | 0.3919 | 0.5675 | 0.7533 |
264
+ | No log | 4.26 | 426 | 0.5719 | 0.3840 | 0.5719 | 0.7563 |
265
+ | No log | 4.28 | 428 | 0.6036 | 0.4835 | 0.6036 | 0.7769 |
266
+ | No log | 4.3 | 430 | 0.6301 | 0.4979 | 0.6301 | 0.7938 |
267
+ | No log | 4.32 | 432 | 0.5941 | 0.4270 | 0.5941 | 0.7708 |
268
+ | No log | 4.34 | 434 | 0.5668 | 0.3688 | 0.5668 | 0.7529 |
269
+ | No log | 4.36 | 436 | 0.5820 | 0.4905 | 0.5820 | 0.7629 |
270
+ | No log | 4.38 | 438 | 0.5967 | 0.4815 | 0.5967 | 0.7725 |
271
+ | No log | 4.4 | 440 | 0.6562 | 0.5183 | 0.6562 | 0.8101 |
272
+ | No log | 4.42 | 442 | 0.6859 | 0.4404 | 0.6859 | 0.8282 |
273
+ | No log | 4.44 | 444 | 0.6350 | 0.4959 | 0.6350 | 0.7969 |
274
+ | No log | 4.46 | 446 | 0.5644 | 0.3688 | 0.5644 | 0.7512 |
275
+ | No log | 4.48 | 448 | 0.5244 | 0.5344 | 0.5244 | 0.7242 |
276
+ | No log | 4.5 | 450 | 0.5298 | 0.5160 | 0.5298 | 0.7279 |
277
+ | No log | 4.52 | 452 | 0.5242 | 0.4809 | 0.5242 | 0.7240 |
278
+ | No log | 4.54 | 454 | 0.5335 | 0.4569 | 0.5335 | 0.7304 |
279
+ | No log | 4.5600 | 456 | 0.6017 | 0.4574 | 0.6017 | 0.7757 |
280
+ | No log | 4.58 | 458 | 0.6588 | 0.5665 | 0.6588 | 0.8117 |
281
+ | No log | 4.6 | 460 | 0.6455 | 0.5665 | 0.6455 | 0.8035 |
282
+ | No log | 4.62 | 462 | 0.5768 | 0.4502 | 0.5768 | 0.7595 |
283
+ | No log | 4.64 | 464 | 0.5252 | 0.4027 | 0.5252 | 0.7247 |
284
+ | No log | 4.66 | 466 | 0.5270 | 0.4857 | 0.5270 | 0.7260 |
285
+ | No log | 4.68 | 468 | 0.5328 | 0.3728 | 0.5328 | 0.7299 |
286
+ | No log | 4.7 | 470 | 0.5522 | 0.3701 | 0.5522 | 0.7431 |
287
+ | No log | 4.72 | 472 | 0.5794 | 0.4592 | 0.5794 | 0.7612 |
288
+ | No log | 4.74 | 474 | 0.5950 | 0.5233 | 0.5950 | 0.7714 |
289
+ | No log | 4.76 | 476 | 0.6270 | 0.5048 | 0.6270 | 0.7918 |
290
+ | No log | 4.78 | 478 | 0.6646 | 0.5249 | 0.6646 | 0.8152 |
291
+ | No log | 4.8 | 480 | 0.6558 | 0.5249 | 0.6558 | 0.8098 |
292
+ | No log | 4.82 | 482 | 0.6476 | 0.5249 | 0.6476 | 0.8047 |
293
+ | No log | 4.84 | 484 | 0.6499 | 0.5548 | 0.6499 | 0.8062 |
294
+ | No log | 4.86 | 486 | 0.6366 | 0.5418 | 0.6366 | 0.7979 |
295
+ | No log | 4.88 | 488 | 0.6159 | 0.5233 | 0.6159 | 0.7848 |
296
+ | No log | 4.9 | 490 | 0.5684 | 0.3976 | 0.5684 | 0.7540 |
297
+ | No log | 4.92 | 492 | 0.5504 | 0.3701 | 0.5504 | 0.7419 |
298
+ | No log | 4.9400 | 494 | 0.5266 | 0.4768 | 0.5266 | 0.7257 |
299
+ | No log | 4.96 | 496 | 0.5216 | 0.5133 | 0.5216 | 0.7222 |
300
+ | No log | 4.98 | 498 | 0.5291 | 0.4719 | 0.5291 | 0.7274 |
301
+ | 0.3244 | 5.0 | 500 | 0.5346 | 0.5125 | 0.5346 | 0.7312 |
302
+ | 0.3244 | 5.02 | 502 | 0.5547 | 0.4845 | 0.5547 | 0.7448 |
303
+ | 0.3244 | 5.04 | 504 | 0.5754 | 0.5101 | 0.5754 | 0.7585 |
304
+ | 0.3244 | 5.06 | 506 | 0.5656 | 0.4335 | 0.5656 | 0.7520 |
305
+ | 0.3244 | 5.08 | 508 | 0.5544 | 0.4134 | 0.5544 | 0.7446 |
306
+ | 0.3244 | 5.1 | 510 | 0.5460 | 0.4774 | 0.5460 | 0.7389 |
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions