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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k10_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k9_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_run3_AugV5_k9_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: 0.5794
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- - Qwk: 0.4618
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- - Mse: 0.5794
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- - Rmse: 0.7612
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  ## Model description
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@@ -47,329 +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 | 0.0444 | 2 | 2.6040 | 0.0070 | 2.6040 | 1.6137 |
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- | No log | 0.0889 | 4 | 1.4040 | 0.1468 | 1.4040 | 1.1849 |
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- | No log | 0.1333 | 6 | 0.7268 | 0.1372 | 0.7268 | 0.8525 |
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- | No log | 0.1778 | 8 | 0.9369 | -0.0970 | 0.9369 | 0.9679 |
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- | No log | 0.2222 | 10 | 1.0302 | 0.1734 | 1.0302 | 1.0150 |
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- | No log | 0.2667 | 12 | 1.0489 | 0.1981 | 1.0489 | 1.0242 |
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- | No log | 0.3111 | 14 | 0.8684 | 0.3516 | 0.8684 | 0.9319 |
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- | No log | 0.3556 | 16 | 0.6917 | 0.3894 | 0.6917 | 0.8317 |
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- | No log | 0.4 | 18 | 0.6258 | 0.2206 | 0.6258 | 0.7911 |
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- | No log | 0.4444 | 20 | 0.6440 | 0.2407 | 0.6440 | 0.8025 |
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- | No log | 0.4889 | 22 | 0.7649 | 0.1183 | 0.7649 | 0.8746 |
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- | No log | 0.5333 | 24 | 0.8349 | 0.0608 | 0.8349 | 0.9137 |
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- | No log | 0.5778 | 26 | 0.8036 | 0.1139 | 0.8036 | 0.8964 |
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- | No log | 0.6222 | 28 | 0.7185 | 0.1094 | 0.7185 | 0.8476 |
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- | No log | 0.6667 | 30 | 0.6712 | 0.1407 | 0.6712 | 0.8193 |
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- | No log | 0.7111 | 32 | 0.6065 | 0.2572 | 0.6065 | 0.7788 |
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- | No log | 0.7556 | 34 | 0.5815 | 0.3289 | 0.5815 | 0.7626 |
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- | No log | 0.8 | 36 | 0.5704 | 0.3366 | 0.5704 | 0.7553 |
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- | No log | 0.8444 | 38 | 0.5554 | 0.4339 | 0.5554 | 0.7452 |
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- | No log | 0.8889 | 40 | 0.5455 | 0.4229 | 0.5455 | 0.7386 |
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- | No log | 0.9333 | 42 | 0.6269 | 0.3372 | 0.6269 | 0.7918 |
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- | No log | 0.9778 | 44 | 0.6650 | 0.3092 | 0.6650 | 0.8154 |
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- | No log | 1.0222 | 46 | 0.7479 | 0.1752 | 0.7479 | 0.8648 |
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- | No log | 1.0667 | 48 | 0.7462 | 0.2206 | 0.7462 | 0.8638 |
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- | No log | 1.1111 | 50 | 0.7233 | 0.2270 | 0.7233 | 0.8505 |
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- | No log | 1.1556 | 52 | 0.6938 | 0.1863 | 0.6938 | 0.8330 |
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- | No log | 1.2 | 54 | 0.7115 | 0.3092 | 0.7115 | 0.8435 |
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- | No log | 1.2444 | 56 | 0.7363 | 0.3819 | 0.7363 | 0.8581 |
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- | No log | 1.2889 | 58 | 0.8760 | 0.3933 | 0.8760 | 0.9359 |
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- | No log | 1.3333 | 60 | 0.8202 | 0.4228 | 0.8202 | 0.9057 |
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- | No log | 1.3778 | 62 | 0.5930 | 0.4227 | 0.5930 | 0.7700 |
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- | No log | 1.4222 | 64 | 0.5316 | 0.4973 | 0.5316 | 0.7291 |
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- | No log | 1.4667 | 66 | 0.5035 | 0.4776 | 0.5035 | 0.7096 |
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- | No log | 1.5111 | 68 | 0.4896 | 0.6198 | 0.4896 | 0.6997 |
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- | No log | 1.5556 | 70 | 0.5583 | 0.5152 | 0.5583 | 0.7472 |
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- | No log | 1.6 | 72 | 0.5825 | 0.4834 | 0.5825 | 0.7632 |
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- | No log | 1.6444 | 74 | 0.5107 | 0.6542 | 0.5107 | 0.7146 |
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- | No log | 1.6889 | 76 | 0.5425 | 0.5719 | 0.5425 | 0.7366 |
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- | No log | 1.7333 | 78 | 0.5556 | 0.5652 | 0.5556 | 0.7454 |
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- | No log | 1.7778 | 80 | 0.5376 | 0.5701 | 0.5376 | 0.7332 |
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- | No log | 1.8222 | 82 | 0.5397 | 0.5742 | 0.5397 | 0.7347 |
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- | No log | 1.8667 | 84 | 0.5419 | 0.5742 | 0.5419 | 0.7361 |
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- | No log | 1.9111 | 86 | 0.5463 | 0.5933 | 0.5463 | 0.7391 |
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- | No log | 1.9556 | 88 | 0.5551 | 0.6092 | 0.5551 | 0.7451 |
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- | No log | 2.0 | 90 | 0.6756 | 0.5098 | 0.6756 | 0.8219 |
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- | No log | 2.0444 | 92 | 0.7399 | 0.4965 | 0.7399 | 0.8602 |
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- | No log | 2.0889 | 94 | 0.5669 | 0.5470 | 0.5669 | 0.7529 |
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- | No log | 2.1333 | 96 | 0.5282 | 0.5753 | 0.5282 | 0.7268 |
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- | No log | 2.1778 | 98 | 0.5201 | 0.5485 | 0.5201 | 0.7212 |
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- | No log | 2.2222 | 100 | 0.5708 | 0.4738 | 0.5708 | 0.7555 |
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- | No log | 2.2667 | 102 | 0.7114 | 0.4580 | 0.7114 | 0.8434 |
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- | No log | 2.3111 | 104 | 0.7099 | 0.4650 | 0.7099 | 0.8425 |
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- | No log | 2.3556 | 106 | 0.6282 | 0.4521 | 0.6282 | 0.7926 |
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- | No log | 2.4 | 108 | 0.5368 | 0.5674 | 0.5368 | 0.7326 |
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- | No log | 2.4444 | 110 | 0.6236 | 0.4909 | 0.6236 | 0.7897 |
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- | No log | 2.4889 | 112 | 0.6587 | 0.4868 | 0.6587 | 0.8116 |
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- | No log | 2.5333 | 114 | 0.6009 | 0.4071 | 0.6009 | 0.7752 |
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- | No log | 2.5778 | 116 | 0.6016 | 0.5827 | 0.6016 | 0.7756 |
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- | No log | 2.6222 | 118 | 0.6844 | 0.5140 | 0.6844 | 0.8273 |
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- | No log | 2.6667 | 120 | 0.6222 | 0.5201 | 0.6222 | 0.7888 |
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- | No log | 2.7111 | 122 | 0.6109 | 0.4719 | 0.6109 | 0.7816 |
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- | No log | 2.7556 | 124 | 0.6180 | 0.3779 | 0.6180 | 0.7861 |
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- | No log | 2.8 | 126 | 0.6065 | 0.5032 | 0.6065 | 0.7788 |
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- | No log | 2.8444 | 128 | 0.7508 | 0.5364 | 0.7508 | 0.8665 |
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- | No log | 2.8889 | 130 | 0.7506 | 0.5226 | 0.7506 | 0.8664 |
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- | No log | 2.9333 | 132 | 0.6357 | 0.6067 | 0.6357 | 0.7973 |
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- | No log | 2.9778 | 134 | 0.5553 | 0.5529 | 0.5553 | 0.7452 |
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- | No log | 3.0222 | 136 | 0.5276 | 0.6173 | 0.5276 | 0.7264 |
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- | No log | 3.0667 | 138 | 0.5377 | 0.5831 | 0.5377 | 0.7333 |
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- | No log | 3.1111 | 140 | 0.5593 | 0.5184 | 0.5593 | 0.7478 |
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- | No log | 3.1556 | 142 | 0.5605 | 0.4722 | 0.5605 | 0.7487 |
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- | No log | 3.2 | 144 | 0.5576 | 0.4526 | 0.5576 | 0.7467 |
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- | No log | 3.2444 | 146 | 0.5636 | 0.4562 | 0.5636 | 0.7507 |
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- | No log | 3.2889 | 148 | 0.6094 | 0.5101 | 0.6094 | 0.7806 |
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- | No log | 3.3333 | 150 | 0.7958 | 0.4604 | 0.7958 | 0.8921 |
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- | No log | 3.3778 | 152 | 0.7172 | 0.5237 | 0.7172 | 0.8469 |
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- | No log | 3.4222 | 154 | 0.5643 | 0.5290 | 0.5643 | 0.7512 |
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- | No log | 3.4667 | 156 | 0.5779 | 0.4873 | 0.5779 | 0.7602 |
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- | No log | 3.5111 | 158 | 0.5839 | 0.5156 | 0.5839 | 0.7641 |
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- | No log | 3.5556 | 160 | 0.6588 | 0.5416 | 0.6588 | 0.8116 |
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- | No log | 3.6 | 162 | 0.7096 | 0.5219 | 0.7096 | 0.8424 |
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- | No log | 3.6444 | 164 | 0.6359 | 0.5620 | 0.6359 | 0.7974 |
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- | No log | 3.6889 | 166 | 0.5747 | 0.5886 | 0.5747 | 0.7581 |
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- | No log | 3.7333 | 168 | 0.5746 | 0.5910 | 0.5746 | 0.7580 |
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- | No log | 3.7778 | 170 | 0.5768 | 0.5082 | 0.5768 | 0.7595 |
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- | No log | 3.8222 | 172 | 0.6326 | 0.4997 | 0.6326 | 0.7953 |
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- | No log | 3.8667 | 174 | 0.6382 | 0.4939 | 0.6382 | 0.7989 |
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- | No log | 3.9111 | 176 | 0.6131 | 0.4280 | 0.6131 | 0.7830 |
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- | No log | 3.9556 | 178 | 0.7588 | 0.4592 | 0.7588 | 0.8711 |
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- | No log | 4.0 | 180 | 0.8926 | 0.3923 | 0.8926 | 0.9448 |
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- | No log | 4.0444 | 182 | 0.7494 | 0.4400 | 0.7494 | 0.8657 |
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- | No log | 4.0889 | 184 | 0.6177 | 0.5109 | 0.6177 | 0.7859 |
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- | No log | 4.1333 | 186 | 0.6051 | 0.5383 | 0.6051 | 0.7779 |
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- | No log | 4.1778 | 188 | 0.6003 | 0.5373 | 0.6003 | 0.7748 |
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- | No log | 4.2222 | 190 | 0.5841 | 0.5084 | 0.5841 | 0.7643 |
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- | No log | 4.2667 | 192 | 0.5765 | 0.4985 | 0.5765 | 0.7593 |
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- | No log | 4.3111 | 194 | 0.6042 | 0.4522 | 0.6042 | 0.7773 |
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- | No log | 4.3556 | 196 | 0.6744 | 0.4502 | 0.6744 | 0.8212 |
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- | No log | 4.4 | 198 | 0.6038 | 0.4167 | 0.6038 | 0.7770 |
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- | No log | 4.4444 | 200 | 0.5562 | 0.4101 | 0.5562 | 0.7458 |
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- | No log | 4.4889 | 202 | 0.5685 | 0.3779 | 0.5685 | 0.7540 |
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- | No log | 4.5333 | 204 | 0.5408 | 0.3754 | 0.5408 | 0.7354 |
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- | No log | 4.5778 | 206 | 0.5303 | 0.5665 | 0.5303 | 0.7282 |
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- | No log | 4.6222 | 208 | 0.5624 | 0.5619 | 0.5624 | 0.7499 |
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- | No log | 4.6667 | 210 | 0.5918 | 0.5185 | 0.5918 | 0.7693 |
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- | No log | 4.7111 | 212 | 0.6296 | 0.5264 | 0.6296 | 0.7935 |
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- | No log | 4.7556 | 214 | 0.5619 | 0.5195 | 0.5619 | 0.7496 |
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- | No log | 4.8 | 216 | 0.5204 | 0.4914 | 0.5204 | 0.7214 |
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- | No log | 4.8444 | 218 | 0.5238 | 0.5324 | 0.5238 | 0.7237 |
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- | No log | 4.8889 | 220 | 0.5623 | 0.5510 | 0.5623 | 0.7498 |
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- | No log | 4.9333 | 222 | 0.5392 | 0.5223 | 0.5392 | 0.7343 |
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- | No log | 4.9778 | 224 | 0.5311 | 0.5254 | 0.5311 | 0.7288 |
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- | No log | 5.0222 | 226 | 0.5136 | 0.5883 | 0.5136 | 0.7166 |
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- | No log | 5.0667 | 228 | 0.5168 | 0.5868 | 0.5168 | 0.7189 |
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- | No log | 5.1111 | 230 | 0.5181 | 0.5868 | 0.5181 | 0.7198 |
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- | No log | 5.1556 | 232 | 0.5435 | 0.5484 | 0.5435 | 0.7372 |
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- | No log | 5.2 | 234 | 0.5380 | 0.5305 | 0.5380 | 0.7335 |
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- | No log | 5.2444 | 236 | 0.5243 | 0.5320 | 0.5243 | 0.7241 |
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- | No log | 5.2889 | 238 | 0.5350 | 0.5244 | 0.5350 | 0.7315 |
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- | No log | 5.3333 | 240 | 0.5744 | 0.5053 | 0.5744 | 0.7579 |
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- | No log | 5.3778 | 242 | 0.6233 | 0.4369 | 0.6233 | 0.7895 |
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- | No log | 5.4222 | 244 | 0.5725 | 0.4625 | 0.5725 | 0.7566 |
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- | No log | 5.4667 | 246 | 0.5810 | 0.4389 | 0.5810 | 0.7622 |
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- | No log | 5.5111 | 248 | 0.5762 | 0.4294 | 0.5762 | 0.7591 |
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- | No log | 5.5556 | 250 | 0.5811 | 0.3914 | 0.5811 | 0.7623 |
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- | No log | 5.6 | 252 | 0.5514 | 0.4270 | 0.5514 | 0.7426 |
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- | No log | 5.6444 | 254 | 0.5490 | 0.4371 | 0.5490 | 0.7410 |
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- | No log | 5.6889 | 256 | 0.5948 | 0.4404 | 0.5948 | 0.7712 |
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- | No log | 5.7333 | 258 | 0.6591 | 0.4684 | 0.6591 | 0.8118 |
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- | No log | 5.7778 | 260 | 0.6926 | 0.4496 | 0.6926 | 0.8322 |
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- | No log | 5.8222 | 262 | 0.6250 | 0.4334 | 0.6250 | 0.7906 |
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- | No log | 5.8667 | 264 | 0.5191 | 0.5668 | 0.5191 | 0.7205 |
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- | No log | 5.9111 | 266 | 0.5106 | 0.6395 | 0.5106 | 0.7146 |
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- | No log | 5.9556 | 268 | 0.5132 | 0.5923 | 0.5132 | 0.7164 |
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- | No log | 6.0 | 270 | 0.5341 | 0.4795 | 0.5341 | 0.7308 |
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- | No log | 6.0444 | 272 | 0.5813 | 0.4315 | 0.5813 | 0.7625 |
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- | No log | 6.0889 | 274 | 0.5680 | 0.4444 | 0.5680 | 0.7536 |
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- | No log | 6.1333 | 276 | 0.5408 | 0.5189 | 0.5408 | 0.7354 |
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- | No log | 6.1778 | 278 | 0.5441 | 0.5448 | 0.5441 | 0.7377 |
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- | No log | 6.2222 | 280 | 0.5537 | 0.4721 | 0.5537 | 0.7441 |
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- | No log | 6.2667 | 282 | 0.6079 | 0.4684 | 0.6079 | 0.7797 |
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- | No log | 6.3111 | 284 | 0.7234 | 0.4784 | 0.7234 | 0.8505 |
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- | No log | 6.3556 | 286 | 0.7323 | 0.4784 | 0.7323 | 0.8557 |
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- | No log | 6.4 | 288 | 0.6193 | 0.4812 | 0.6193 | 0.7870 |
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- | No log | 6.4444 | 290 | 0.5113 | 0.5304 | 0.5113 | 0.7150 |
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- | No log | 6.4889 | 292 | 0.5410 | 0.5352 | 0.5410 | 0.7355 |
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- | No log | 6.5333 | 294 | 0.5396 | 0.5498 | 0.5396 | 0.7346 |
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- | No log | 6.5778 | 296 | 0.5038 | 0.6046 | 0.5038 | 0.7098 |
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- | No log | 6.6222 | 298 | 0.4954 | 0.6121 | 0.4954 | 0.7038 |
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- | No log | 6.6667 | 300 | 0.5012 | 0.6650 | 0.5012 | 0.7080 |
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- | No log | 6.7111 | 302 | 0.5207 | 0.5419 | 0.5207 | 0.7216 |
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- | No log | 6.7556 | 304 | 0.5321 | 0.5306 | 0.5321 | 0.7295 |
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- | No log | 6.8 | 306 | 0.5282 | 0.5306 | 0.5282 | 0.7268 |
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- | No log | 6.8444 | 308 | 0.5588 | 0.5034 | 0.5588 | 0.7475 |
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- | No log | 6.8889 | 310 | 0.6312 | 0.4702 | 0.6312 | 0.7945 |
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- | No log | 6.9333 | 312 | 0.5980 | 0.4625 | 0.5980 | 0.7733 |
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- | No log | 6.9778 | 314 | 0.5297 | 0.4782 | 0.5297 | 0.7278 |
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- | No log | 7.0222 | 316 | 0.5350 | 0.5627 | 0.5350 | 0.7315 |
210
- | No log | 7.0667 | 318 | 0.5327 | 0.4858 | 0.5327 | 0.7299 |
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- | No log | 7.1111 | 320 | 0.5804 | 0.5223 | 0.5804 | 0.7619 |
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- | No log | 7.1556 | 322 | 0.7488 | 0.4305 | 0.7488 | 0.8653 |
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- | No log | 7.2 | 324 | 0.7450 | 0.4250 | 0.7450 | 0.8631 |
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- | No log | 7.2444 | 326 | 0.6353 | 0.4745 | 0.6353 | 0.7970 |
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- | No log | 7.2889 | 328 | 0.5228 | 0.5379 | 0.5228 | 0.7230 |
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- | No log | 7.3333 | 330 | 0.5206 | 0.5009 | 0.5206 | 0.7215 |
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- | No log | 7.3778 | 332 | 0.5174 | 0.5231 | 0.5174 | 0.7193 |
218
- | No log | 7.4222 | 334 | 0.5140 | 0.5874 | 0.5140 | 0.7169 |
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- | No log | 7.4667 | 336 | 0.5271 | 0.6065 | 0.5271 | 0.7260 |
220
- | No log | 7.5111 | 338 | 0.5342 | 0.5827 | 0.5342 | 0.7309 |
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- | No log | 7.5556 | 340 | 0.5344 | 0.5867 | 0.5344 | 0.7310 |
222
- | No log | 7.6 | 342 | 0.5377 | 0.6265 | 0.5377 | 0.7333 |
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- | No log | 7.6444 | 344 | 0.5822 | 0.5473 | 0.5822 | 0.7630 |
224
- | No log | 7.6889 | 346 | 0.5387 | 0.5872 | 0.5387 | 0.7340 |
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- | No log | 7.7333 | 348 | 0.5058 | 0.6001 | 0.5058 | 0.7112 |
226
- | No log | 7.7778 | 350 | 0.5050 | 0.6146 | 0.5050 | 0.7106 |
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- | No log | 7.8222 | 352 | 0.4941 | 0.6210 | 0.4941 | 0.7029 |
228
- | No log | 7.8667 | 354 | 0.4933 | 0.6001 | 0.4933 | 0.7023 |
229
- | No log | 7.9111 | 356 | 0.5005 | 0.5816 | 0.5005 | 0.7075 |
230
- | No log | 7.9556 | 358 | 0.5148 | 0.5632 | 0.5148 | 0.7175 |
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- | No log | 8.0 | 360 | 0.5549 | 0.5223 | 0.5549 | 0.7449 |
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- | No log | 8.0444 | 362 | 0.5452 | 0.5741 | 0.5452 | 0.7384 |
233
- | No log | 8.0889 | 364 | 0.5526 | 0.4795 | 0.5526 | 0.7433 |
234
- | No log | 8.1333 | 366 | 0.5409 | 0.5373 | 0.5409 | 0.7355 |
235
- | No log | 8.1778 | 368 | 0.5008 | 0.5252 | 0.5008 | 0.7077 |
236
- | No log | 8.2222 | 370 | 0.4939 | 0.6007 | 0.4939 | 0.7028 |
237
- | No log | 8.2667 | 372 | 0.5000 | 0.5860 | 0.5000 | 0.7071 |
238
- | No log | 8.3111 | 374 | 0.5974 | 0.5219 | 0.5974 | 0.7729 |
239
- | No log | 8.3556 | 376 | 0.6523 | 0.4883 | 0.6523 | 0.8076 |
240
- | No log | 8.4 | 378 | 0.5640 | 0.5445 | 0.5640 | 0.7510 |
241
- | No log | 8.4444 | 380 | 0.4864 | 0.5974 | 0.4864 | 0.6974 |
242
- | No log | 8.4889 | 382 | 0.4796 | 0.6279 | 0.4796 | 0.6925 |
243
- | No log | 8.5333 | 384 | 0.4826 | 0.6228 | 0.4826 | 0.6947 |
244
- | No log | 8.5778 | 386 | 0.5174 | 0.5272 | 0.5174 | 0.7193 |
245
- | No log | 8.6222 | 388 | 0.5745 | 0.4665 | 0.5745 | 0.7580 |
246
- | No log | 8.6667 | 390 | 0.5951 | 0.4582 | 0.5951 | 0.7715 |
247
- | No log | 8.7111 | 392 | 0.5405 | 0.4875 | 0.5405 | 0.7352 |
248
- | No log | 8.7556 | 394 | 0.5320 | 0.5386 | 0.5320 | 0.7294 |
249
- | No log | 8.8 | 396 | 0.5134 | 0.5609 | 0.5134 | 0.7165 |
250
- | No log | 8.8444 | 398 | 0.5462 | 0.5433 | 0.5462 | 0.7391 |
251
- | No log | 8.8889 | 400 | 0.5952 | 0.5567 | 0.5952 | 0.7715 |
252
- | No log | 8.9333 | 402 | 0.6461 | 0.5239 | 0.6461 | 0.8038 |
253
- | No log | 8.9778 | 404 | 0.6034 | 0.5350 | 0.6034 | 0.7768 |
254
- | No log | 9.0222 | 406 | 0.5336 | 0.5799 | 0.5336 | 0.7305 |
255
- | No log | 9.0667 | 408 | 0.5124 | 0.5965 | 0.5124 | 0.7158 |
256
- | No log | 9.1111 | 410 | 0.5084 | 0.5831 | 0.5084 | 0.7131 |
257
- | No log | 9.1556 | 412 | 0.5116 | 0.5379 | 0.5116 | 0.7152 |
258
- | No log | 9.2 | 414 | 0.5159 | 0.5053 | 0.5159 | 0.7183 |
259
- | No log | 9.2444 | 416 | 0.5250 | 0.5034 | 0.5250 | 0.7246 |
260
- | No log | 9.2889 | 418 | 0.5580 | 0.4764 | 0.5580 | 0.7470 |
261
- | No log | 9.3333 | 420 | 0.5634 | 0.4997 | 0.5634 | 0.7506 |
262
- | No log | 9.3778 | 422 | 0.5218 | 0.5473 | 0.5218 | 0.7224 |
263
- | No log | 9.4222 | 424 | 0.5231 | 0.5406 | 0.5231 | 0.7233 |
264
- | No log | 9.4667 | 426 | 0.5377 | 0.5127 | 0.5377 | 0.7333 |
265
- | No log | 9.5111 | 428 | 0.5146 | 0.6154 | 0.5146 | 0.7174 |
266
- | No log | 9.5556 | 430 | 0.5854 | 0.4684 | 0.5854 | 0.7651 |
267
- | No log | 9.6 | 432 | 0.7136 | 0.4296 | 0.7136 | 0.8447 |
268
- | No log | 9.6444 | 434 | 0.7697 | 0.4081 | 0.7697 | 0.8773 |
269
- | No log | 9.6889 | 436 | 0.6981 | 0.4153 | 0.6981 | 0.8355 |
270
- | No log | 9.7333 | 438 | 0.5698 | 0.4854 | 0.5698 | 0.7549 |
271
- | No log | 9.7778 | 440 | 0.5228 | 0.6186 | 0.5228 | 0.7231 |
272
- | No log | 9.8222 | 442 | 0.5258 | 0.6452 | 0.5258 | 0.7251 |
273
- | No log | 9.8667 | 444 | 0.5248 | 0.6100 | 0.5248 | 0.7244 |
274
- | No log | 9.9111 | 446 | 0.5428 | 0.5226 | 0.5428 | 0.7368 |
275
- | No log | 9.9556 | 448 | 0.5964 | 0.4665 | 0.5964 | 0.7723 |
276
- | No log | 10.0 | 450 | 0.6002 | 0.4409 | 0.6002 | 0.7748 |
277
- | No log | 10.0444 | 452 | 0.5823 | 0.4307 | 0.5823 | 0.7631 |
278
- | No log | 10.0889 | 454 | 0.5751 | 0.4576 | 0.5751 | 0.7583 |
279
- | No log | 10.1333 | 456 | 0.5579 | 0.4835 | 0.5579 | 0.7470 |
280
- | No log | 10.1778 | 458 | 0.5399 | 0.4845 | 0.5399 | 0.7348 |
281
- | No log | 10.2222 | 460 | 0.5351 | 0.5484 | 0.5351 | 0.7315 |
282
- | No log | 10.2667 | 462 | 0.5437 | 0.5377 | 0.5437 | 0.7374 |
283
- | No log | 10.3111 | 464 | 0.5508 | 0.5651 | 0.5508 | 0.7422 |
284
- | No log | 10.3556 | 466 | 0.5310 | 0.5335 | 0.5310 | 0.7287 |
285
- | No log | 10.4 | 468 | 0.5046 | 0.5473 | 0.5046 | 0.7104 |
286
- | No log | 10.4444 | 470 | 0.5091 | 0.5632 | 0.5091 | 0.7135 |
287
- | No log | 10.4889 | 472 | 0.4892 | 0.6010 | 0.4892 | 0.6994 |
288
- | No log | 10.5333 | 474 | 0.5088 | 0.5272 | 0.5088 | 0.7133 |
289
- | No log | 10.5778 | 476 | 0.4923 | 0.5533 | 0.4923 | 0.7016 |
290
- | No log | 10.6222 | 478 | 0.4873 | 0.6452 | 0.4873 | 0.6980 |
291
- | No log | 10.6667 | 480 | 0.4883 | 0.6184 | 0.4883 | 0.6988 |
292
- | No log | 10.7111 | 482 | 0.4918 | 0.5725 | 0.4918 | 0.7013 |
293
- | No log | 10.7556 | 484 | 0.5172 | 0.5597 | 0.5172 | 0.7191 |
294
- | No log | 10.8 | 486 | 0.6319 | 0.4684 | 0.6319 | 0.7949 |
295
- | No log | 10.8444 | 488 | 0.6764 | 0.4719 | 0.6764 | 0.8224 |
296
- | No log | 10.8889 | 490 | 0.6320 | 0.4568 | 0.6320 | 0.7950 |
297
- | No log | 10.9333 | 492 | 0.5723 | 0.4769 | 0.5723 | 0.7565 |
298
- | No log | 10.9778 | 494 | 0.5486 | 0.4966 | 0.5486 | 0.7407 |
299
- | No log | 11.0222 | 496 | 0.5835 | 0.4815 | 0.5835 | 0.7638 |
300
- | No log | 11.0667 | 498 | 0.6152 | 0.4502 | 0.6152 | 0.7843 |
301
- | 0.3152 | 11.1111 | 500 | 0.5866 | 0.4854 | 0.5866 | 0.7659 |
302
- | 0.3152 | 11.1556 | 502 | 0.5003 | 0.5574 | 0.5003 | 0.7073 |
303
- | 0.3152 | 11.2 | 504 | 0.4859 | 0.5672 | 0.4859 | 0.6971 |
304
- | 0.3152 | 11.2444 | 506 | 0.4869 | 0.5750 | 0.4869 | 0.6978 |
305
- | 0.3152 | 11.2889 | 508 | 0.5036 | 0.5379 | 0.5036 | 0.7096 |
306
- | 0.3152 | 11.3333 | 510 | 0.5957 | 0.4502 | 0.5957 | 0.7718 |
307
- | 0.3152 | 11.3778 | 512 | 0.6910 | 0.4783 | 0.6910 | 0.8313 |
308
- | 0.3152 | 11.4222 | 514 | 0.6487 | 0.4349 | 0.6487 | 0.8054 |
309
- | 0.3152 | 11.4667 | 516 | 0.5637 | 0.4664 | 0.5637 | 0.7508 |
310
- | 0.3152 | 11.5111 | 518 | 0.5228 | 0.5271 | 0.5228 | 0.7230 |
311
- | 0.3152 | 11.5556 | 520 | 0.5214 | 0.4855 | 0.5214 | 0.7221 |
312
- | 0.3152 | 11.6 | 522 | 0.5223 | 0.4855 | 0.5223 | 0.7227 |
313
- | 0.3152 | 11.6444 | 524 | 0.5537 | 0.4898 | 0.5537 | 0.7441 |
314
- | 0.3152 | 11.6889 | 526 | 0.5452 | 0.5072 | 0.5452 | 0.7384 |
315
- | 0.3152 | 11.7333 | 528 | 0.5201 | 0.5242 | 0.5201 | 0.7212 |
316
- | 0.3152 | 11.7778 | 530 | 0.5193 | 0.5242 | 0.5193 | 0.7206 |
317
- | 0.3152 | 11.8222 | 532 | 0.5302 | 0.5290 | 0.5302 | 0.7281 |
318
- | 0.3152 | 11.8667 | 534 | 0.5477 | 0.5200 | 0.5477 | 0.7400 |
319
- | 0.3152 | 11.9111 | 536 | 0.5288 | 0.5157 | 0.5288 | 0.7272 |
320
- | 0.3152 | 11.9556 | 538 | 0.5096 | 0.5239 | 0.5096 | 0.7139 |
321
- | 0.3152 | 12.0 | 540 | 0.4977 | 0.6111 | 0.4977 | 0.7055 |
322
- | 0.3152 | 12.0444 | 542 | 0.5051 | 0.5883 | 0.5051 | 0.7107 |
323
- | 0.3152 | 12.0889 | 544 | 0.5336 | 0.4562 | 0.5336 | 0.7305 |
324
- | 0.3152 | 12.1333 | 546 | 0.5215 | 0.5123 | 0.5215 | 0.7221 |
325
- | 0.3152 | 12.1778 | 548 | 0.5351 | 0.5104 | 0.5351 | 0.7315 |
326
- | 0.3152 | 12.2222 | 550 | 0.5906 | 0.4522 | 0.5906 | 0.7685 |
327
- | 0.3152 | 12.2667 | 552 | 0.6689 | 0.4867 | 0.6689 | 0.8179 |
328
- | 0.3152 | 12.3111 | 554 | 0.6233 | 0.4531 | 0.6233 | 0.7895 |
329
- | 0.3152 | 12.3556 | 556 | 0.5603 | 0.5149 | 0.5603 | 0.7485 |
330
- | 0.3152 | 12.4 | 558 | 0.5707 | 0.4911 | 0.5707 | 0.7554 |
331
- | 0.3152 | 12.4444 | 560 | 0.5432 | 0.5544 | 0.5432 | 0.7370 |
332
- | 0.3152 | 12.4889 | 562 | 0.5418 | 0.5544 | 0.5418 | 0.7361 |
333
- | 0.3152 | 12.5333 | 564 | 0.5144 | 0.5671 | 0.5144 | 0.7172 |
334
- | 0.3152 | 12.5778 | 566 | 0.4992 | 0.5768 | 0.4992 | 0.7065 |
335
- | 0.3152 | 12.6222 | 568 | 0.5239 | 0.5516 | 0.5239 | 0.7238 |
336
- | 0.3152 | 12.6667 | 570 | 0.6201 | 0.4522 | 0.6201 | 0.7874 |
337
- | 0.3152 | 12.7111 | 572 | 0.6661 | 0.5068 | 0.6661 | 0.8162 |
338
- | 0.3152 | 12.7556 | 574 | 0.6081 | 0.4522 | 0.6081 | 0.7798 |
339
- | 0.3152 | 12.8 | 576 | 0.5223 | 0.5272 | 0.5223 | 0.7227 |
340
- | 0.3152 | 12.8444 | 578 | 0.4781 | 0.6142 | 0.4781 | 0.6914 |
341
- | 0.3152 | 12.8889 | 580 | 0.4795 | 0.5430 | 0.4795 | 0.6925 |
342
- | 0.3152 | 12.9333 | 582 | 0.4803 | 0.5800 | 0.4803 | 0.6931 |
343
- | 0.3152 | 12.9778 | 584 | 0.5198 | 0.5271 | 0.5198 | 0.7210 |
344
- | 0.3152 | 13.0222 | 586 | 0.6592 | 0.4349 | 0.6592 | 0.8119 |
345
- | 0.3152 | 13.0667 | 588 | 0.7514 | 0.4977 | 0.7514 | 0.8668 |
346
- | 0.3152 | 13.1111 | 590 | 0.7106 | 0.4650 | 0.7106 | 0.8429 |
347
- | 0.3152 | 13.1556 | 592 | 0.5926 | 0.4576 | 0.5926 | 0.7698 |
348
- | 0.3152 | 13.2 | 594 | 0.5220 | 0.5017 | 0.5220 | 0.7225 |
349
- | 0.3152 | 13.2444 | 596 | 0.4995 | 0.5868 | 0.4995 | 0.7068 |
350
- | 0.3152 | 13.2889 | 598 | 0.4968 | 0.5868 | 0.4968 | 0.7048 |
351
- | 0.3152 | 13.3333 | 600 | 0.5187 | 0.5271 | 0.5187 | 0.7202 |
352
- | 0.3152 | 13.3778 | 602 | 0.5404 | 0.5310 | 0.5404 | 0.7351 |
353
- | 0.3152 | 13.4222 | 604 | 0.5217 | 0.5271 | 0.5217 | 0.7223 |
354
- | 0.3152 | 13.4667 | 606 | 0.4920 | 0.5631 | 0.4920 | 0.7014 |
355
- | 0.3152 | 13.5111 | 608 | 0.4899 | 0.6010 | 0.4899 | 0.6999 |
356
- | 0.3152 | 13.5556 | 610 | 0.4991 | 0.6228 | 0.4991 | 0.7065 |
357
- | 0.3152 | 13.6 | 612 | 0.5060 | 0.6228 | 0.5060 | 0.7114 |
358
- | 0.3152 | 13.6444 | 614 | 0.5076 | 0.6643 | 0.5076 | 0.7124 |
359
- | 0.3152 | 13.6889 | 616 | 0.5147 | 0.6643 | 0.5147 | 0.7174 |
360
- | 0.3152 | 13.7333 | 618 | 0.5455 | 0.5860 | 0.5455 | 0.7386 |
361
- | 0.3152 | 13.7778 | 620 | 0.5780 | 0.5072 | 0.5780 | 0.7603 |
362
- | 0.3152 | 13.8222 | 622 | 0.5692 | 0.5761 | 0.5692 | 0.7545 |
363
- | 0.3152 | 13.8667 | 624 | 0.5429 | 0.6174 | 0.5429 | 0.7369 |
364
- | 0.3152 | 13.9111 | 626 | 0.5179 | 0.5782 | 0.5179 | 0.7197 |
365
- | 0.3152 | 13.9556 | 628 | 0.5265 | 0.6228 | 0.5265 | 0.7256 |
366
- | 0.3152 | 14.0 | 630 | 0.5656 | 0.5081 | 0.5656 | 0.7520 |
367
- | 0.3152 | 14.0444 | 632 | 0.5764 | 0.5016 | 0.5764 | 0.7592 |
368
- | 0.3152 | 14.0889 | 634 | 0.6122 | 0.4430 | 0.6122 | 0.7824 |
369
- | 0.3152 | 14.1333 | 636 | 0.6524 | 0.4014 | 0.6524 | 0.8077 |
370
- | 0.3152 | 14.1778 | 638 | 0.6756 | 0.4123 | 0.6756 | 0.8220 |
371
- | 0.3152 | 14.2222 | 640 | 0.6442 | 0.4036 | 0.6442 | 0.8026 |
372
- | 0.3152 | 14.2667 | 642 | 0.5794 | 0.4618 | 0.5794 | 0.7612 |
373
 
374
 
375
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k10_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k10_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7606
19
+ - Qwk: 0.4556
20
+ - Mse: 0.7606
21
+ - Rmse: 0.8721
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.04 | 2 | 2.5165 | -0.0449 | 2.5165 | 1.5864 |
53
+ | No log | 0.08 | 4 | 1.5184 | 0.1230 | 1.5184 | 1.2322 |
54
+ | No log | 0.12 | 6 | 0.7524 | 0.1754 | 0.7524 | 0.8674 |
55
+ | No log | 0.16 | 8 | 0.7832 | 0.1359 | 0.7832 | 0.8850 |
56
+ | No log | 0.2 | 10 | 0.8425 | 0.1225 | 0.8425 | 0.9179 |
57
+ | No log | 0.24 | 12 | 0.9179 | 0.3228 | 0.9179 | 0.9581 |
58
+ | No log | 0.28 | 14 | 0.8057 | 0.1183 | 0.8057 | 0.8976 |
59
+ | No log | 0.32 | 16 | 0.7644 | 0.0428 | 0.7644 | 0.8743 |
60
+ | No log | 0.36 | 18 | 0.7438 | 0.0798 | 0.7438 | 0.8624 |
61
+ | No log | 0.4 | 20 | 0.8863 | 0.2510 | 0.8863 | 0.9414 |
62
+ | No log | 0.44 | 22 | 0.9742 | 0.3118 | 0.9742 | 0.9870 |
63
+ | No log | 0.48 | 24 | 0.8669 | 0.3169 | 0.8669 | 0.9311 |
64
+ | No log | 0.52 | 26 | 0.7308 | 0.3084 | 0.7308 | 0.8549 |
65
+ | No log | 0.56 | 28 | 0.6695 | 0.0 | 0.6695 | 0.8182 |
66
+ | No log | 0.6 | 30 | 0.6630 | 0.0481 | 0.6630 | 0.8142 |
67
+ | No log | 0.64 | 32 | 0.5998 | 0.2963 | 0.5998 | 0.7745 |
68
+ | No log | 0.68 | 34 | 0.5574 | 0.4148 | 0.5574 | 0.7466 |
69
+ | No log | 0.72 | 36 | 0.6585 | 0.4167 | 0.6585 | 0.8115 |
70
+ | No log | 0.76 | 38 | 0.6337 | 0.3867 | 0.6337 | 0.7960 |
71
+ | No log | 0.8 | 40 | 0.5503 | 0.4934 | 0.5503 | 0.7418 |
72
+ | No log | 0.84 | 42 | 0.5516 | 0.5003 | 0.5516 | 0.7427 |
73
+ | No log | 0.88 | 44 | 0.5214 | 0.4829 | 0.5214 | 0.7221 |
74
+ | No log | 0.92 | 46 | 0.6051 | 0.4315 | 0.6051 | 0.7779 |
75
+ | No log | 0.96 | 48 | 0.5769 | 0.4474 | 0.5769 | 0.7595 |
76
+ | No log | 1.0 | 50 | 0.5083 | 0.4857 | 0.5083 | 0.7130 |
77
+ | No log | 1.04 | 52 | 0.5448 | 0.5614 | 0.5448 | 0.7381 |
78
+ | No log | 1.08 | 54 | 0.6666 | 0.4218 | 0.6666 | 0.8164 |
79
+ | No log | 1.12 | 56 | 0.6387 | 0.4703 | 0.6387 | 0.7992 |
80
+ | No log | 1.16 | 58 | 0.5049 | 0.5476 | 0.5049 | 0.7106 |
81
+ | No log | 1.2 | 60 | 0.7212 | 0.4977 | 0.7212 | 0.8492 |
82
+ | No log | 1.24 | 62 | 0.7701 | 0.4479 | 0.7701 | 0.8776 |
83
+ | No log | 1.28 | 64 | 0.5566 | 0.5687 | 0.5566 | 0.7461 |
84
+ | No log | 1.32 | 66 | 0.4988 | 0.5884 | 0.4988 | 0.7062 |
85
+ | No log | 1.3600 | 68 | 0.4829 | 0.5583 | 0.4829 | 0.6949 |
86
+ | No log | 1.4 | 70 | 0.5672 | 0.4825 | 0.5672 | 0.7531 |
87
+ | No log | 1.44 | 72 | 0.6863 | 0.4092 | 0.6863 | 0.8284 |
88
+ | No log | 1.48 | 74 | 0.5752 | 0.4860 | 0.5752 | 0.7584 |
89
+ | No log | 1.52 | 76 | 0.5037 | 0.5649 | 0.5037 | 0.7097 |
90
+ | No log | 1.56 | 78 | 0.4905 | 0.6439 | 0.4905 | 0.7003 |
91
+ | No log | 1.6 | 80 | 0.5324 | 0.5642 | 0.5324 | 0.7296 |
92
+ | No log | 1.6400 | 82 | 0.6295 | 0.4652 | 0.6295 | 0.7934 |
93
+ | No log | 1.6800 | 84 | 0.5478 | 0.6156 | 0.5478 | 0.7402 |
94
+ | No log | 1.72 | 86 | 0.5384 | 0.5826 | 0.5384 | 0.7338 |
95
+ | No log | 1.76 | 88 | 0.5346 | 0.6001 | 0.5346 | 0.7311 |
96
+ | No log | 1.8 | 90 | 0.5371 | 0.6060 | 0.5371 | 0.7329 |
97
+ | No log | 1.8400 | 92 | 0.5561 | 0.5248 | 0.5561 | 0.7457 |
98
+ | No log | 1.88 | 94 | 0.5474 | 0.5926 | 0.5474 | 0.7399 |
99
+ | No log | 1.92 | 96 | 0.5652 | 0.5463 | 0.5652 | 0.7518 |
100
+ | No log | 1.96 | 98 | 0.5947 | 0.5495 | 0.5947 | 0.7712 |
101
+ | No log | 2.0 | 100 | 0.5407 | 0.6156 | 0.5407 | 0.7353 |
102
+ | No log | 2.04 | 102 | 0.6541 | 0.4504 | 0.6541 | 0.8087 |
103
+ | No log | 2.08 | 104 | 0.5544 | 0.5306 | 0.5544 | 0.7446 |
104
+ | No log | 2.12 | 106 | 0.5682 | 0.5756 | 0.5682 | 0.7538 |
105
+ | No log | 2.16 | 108 | 0.6611 | 0.5096 | 0.6611 | 0.8131 |
106
+ | No log | 2.2 | 110 | 0.5702 | 0.5668 | 0.5702 | 0.7551 |
107
+ | No log | 2.24 | 112 | 0.5817 | 0.5200 | 0.5817 | 0.7627 |
108
+ | No log | 2.2800 | 114 | 0.7175 | 0.4828 | 0.7175 | 0.8470 |
109
+ | No log | 2.32 | 116 | 0.6118 | 0.5513 | 0.6118 | 0.7822 |
110
+ | No log | 2.36 | 118 | 0.5114 | 0.5089 | 0.5114 | 0.7151 |
111
+ | No log | 2.4 | 120 | 0.5748 | 0.5275 | 0.5748 | 0.7581 |
112
+ | No log | 2.44 | 122 | 0.6089 | 0.5190 | 0.6089 | 0.7803 |
113
+ | No log | 2.48 | 124 | 0.4862 | 0.5437 | 0.4862 | 0.6973 |
114
+ | No log | 2.52 | 126 | 0.5149 | 0.4997 | 0.5149 | 0.7176 |
115
+ | No log | 2.56 | 128 | 0.5073 | 0.5212 | 0.5073 | 0.7122 |
116
+ | No log | 2.6 | 130 | 0.4586 | 0.5995 | 0.4586 | 0.6772 |
117
+ | No log | 2.64 | 132 | 0.5935 | 0.4961 | 0.5935 | 0.7704 |
118
+ | No log | 2.68 | 134 | 0.5470 | 0.5086 | 0.5470 | 0.7396 |
119
+ | No log | 2.7200 | 136 | 0.4711 | 0.5232 | 0.4711 | 0.6864 |
120
+ | No log | 2.76 | 138 | 0.4880 | 0.5356 | 0.4880 | 0.6986 |
121
+ | No log | 2.8 | 140 | 0.4723 | 0.5357 | 0.4723 | 0.6873 |
122
+ | No log | 2.84 | 142 | 0.4704 | 0.5768 | 0.4704 | 0.6859 |
123
+ | No log | 2.88 | 144 | 0.5150 | 0.4997 | 0.5150 | 0.7176 |
124
+ | No log | 2.92 | 146 | 0.5141 | 0.4925 | 0.5141 | 0.7170 |
125
+ | No log | 2.96 | 148 | 0.4970 | 0.5852 | 0.4970 | 0.7050 |
126
+ | No log | 3.0 | 150 | 0.4980 | 0.5289 | 0.4980 | 0.7057 |
127
+ | No log | 3.04 | 152 | 0.5268 | 0.5322 | 0.5268 | 0.7258 |
128
+ | No log | 3.08 | 154 | 0.6290 | 0.5259 | 0.6290 | 0.7931 |
129
+ | No log | 3.12 | 156 | 0.6849 | 0.4966 | 0.6849 | 0.8276 |
130
+ | No log | 3.16 | 158 | 0.5606 | 0.5150 | 0.5606 | 0.7487 |
131
+ | No log | 3.2 | 160 | 0.5995 | 0.5657 | 0.5995 | 0.7742 |
132
+ | No log | 3.24 | 162 | 0.6190 | 0.4359 | 0.6190 | 0.7868 |
133
+ | No log | 3.2800 | 164 | 0.5770 | 0.5612 | 0.5770 | 0.7596 |
134
+ | No log | 3.32 | 166 | 0.8111 | 0.4757 | 0.8111 | 0.9006 |
135
+ | No log | 3.36 | 168 | 0.8707 | 0.4803 | 0.8707 | 0.9331 |
136
+ | No log | 3.4 | 170 | 0.7527 | 0.4338 | 0.7527 | 0.8676 |
137
+ | No log | 3.44 | 172 | 0.6076 | 0.5076 | 0.6076 | 0.7795 |
138
+ | No log | 3.48 | 174 | 0.5521 | 0.4820 | 0.5521 | 0.7430 |
139
+ | No log | 3.52 | 176 | 0.5526 | 0.4262 | 0.5526 | 0.7434 |
140
+ | No log | 3.56 | 178 | 0.5526 | 0.4124 | 0.5526 | 0.7433 |
141
+ | No log | 3.6 | 180 | 0.6186 | 0.4925 | 0.6186 | 0.7865 |
142
+ | No log | 3.64 | 182 | 0.7768 | 0.3665 | 0.7768 | 0.8814 |
143
+ | No log | 3.68 | 184 | 0.8336 | 0.3868 | 0.8336 | 0.9130 |
144
+ | No log | 3.7200 | 186 | 0.6541 | 0.4749 | 0.6541 | 0.8088 |
145
+ | No log | 3.76 | 188 | 0.5183 | 0.4171 | 0.5183 | 0.7200 |
146
+ | No log | 3.8 | 190 | 0.5937 | 0.5015 | 0.5937 | 0.7705 |
147
+ | No log | 3.84 | 192 | 0.5623 | 0.4569 | 0.5623 | 0.7498 |
148
+ | No log | 3.88 | 194 | 0.5582 | 0.4945 | 0.5582 | 0.7471 |
149
+ | No log | 3.92 | 196 | 0.6321 | 0.4089 | 0.6321 | 0.7951 |
150
+ | No log | 3.96 | 198 | 0.6256 | 0.4491 | 0.6256 | 0.7909 |
151
+ | No log | 4.0 | 200 | 0.5602 | 0.3398 | 0.5602 | 0.7485 |
152
+ | No log | 4.04 | 202 | 0.5788 | 0.3352 | 0.5788 | 0.7608 |
153
+ | No log | 4.08 | 204 | 0.5786 | 0.3352 | 0.5786 | 0.7606 |
154
+ | No log | 4.12 | 206 | 0.5859 | 0.3788 | 0.5859 | 0.7654 |
155
+ | No log | 4.16 | 208 | 0.7061 | 0.4424 | 0.7061 | 0.8403 |
156
+ | No log | 4.2 | 210 | 0.7806 | 0.4255 | 0.7806 | 0.8835 |
157
+ | No log | 4.24 | 212 | 0.6844 | 0.4329 | 0.6844 | 0.8273 |
158
+ | No log | 4.28 | 214 | 0.6518 | 0.4329 | 0.6518 | 0.8073 |
159
+ | No log | 4.32 | 216 | 0.5730 | 0.4375 | 0.5730 | 0.7570 |
160
+ | No log | 4.36 | 218 | 0.5702 | 0.3689 | 0.5702 | 0.7551 |
161
+ | No log | 4.4 | 220 | 0.6004 | 0.4073 | 0.6004 | 0.7749 |
162
+ | No log | 4.44 | 222 | 0.6355 | 0.3775 | 0.6355 | 0.7972 |
163
+ | No log | 4.48 | 224 | 0.6649 | 0.4263 | 0.6649 | 0.8154 |
164
+ | No log | 4.52 | 226 | 0.6911 | 0.4369 | 0.6911 | 0.8313 |
165
+ | No log | 4.5600 | 228 | 0.6645 | 0.4444 | 0.6645 | 0.8152 |
166
+ | No log | 4.6 | 230 | 0.6504 | 0.4051 | 0.6504 | 0.8065 |
167
+ | No log | 4.64 | 232 | 0.6078 | 0.4867 | 0.6078 | 0.7796 |
168
+ | No log | 4.68 | 234 | 0.5770 | 0.3380 | 0.5770 | 0.7596 |
169
+ | No log | 4.72 | 236 | 0.5707 | 0.3561 | 0.5707 | 0.7554 |
170
+ | No log | 4.76 | 238 | 0.5414 | 0.4160 | 0.5414 | 0.7358 |
171
+ | No log | 4.8 | 240 | 0.5516 | 0.5256 | 0.5516 | 0.7427 |
172
+ | No log | 4.84 | 242 | 0.6040 | 0.5185 | 0.6040 | 0.7772 |
173
+ | No log | 4.88 | 244 | 0.6018 | 0.4937 | 0.6018 | 0.7757 |
174
+ | No log | 4.92 | 246 | 0.5980 | 0.4227 | 0.5980 | 0.7733 |
175
+ | No log | 4.96 | 248 | 0.5763 | 0.3887 | 0.5763 | 0.7591 |
176
+ | No log | 5.0 | 250 | 0.5642 | 0.3380 | 0.5642 | 0.7512 |
177
+ | No log | 5.04 | 252 | 0.5579 | 0.3808 | 0.5579 | 0.7469 |
178
+ | No log | 5.08 | 254 | 0.5748 | 0.4397 | 0.5748 | 0.7582 |
179
+ | No log | 5.12 | 256 | 0.6504 | 0.4272 | 0.6504 | 0.8065 |
180
+ | No log | 5.16 | 258 | 0.6329 | 0.4272 | 0.6329 | 0.7956 |
181
+ | No log | 5.2 | 260 | 0.5733 | 0.4855 | 0.5733 | 0.7572 |
182
+ | No log | 5.24 | 262 | 0.5292 | 0.5022 | 0.5292 | 0.7274 |
183
+ | No log | 5.28 | 264 | 0.5246 | 0.4402 | 0.5246 | 0.7243 |
184
+ | No log | 5.32 | 266 | 0.5263 | 0.4938 | 0.5263 | 0.7255 |
185
+ | No log | 5.36 | 268 | 0.5216 | 0.4299 | 0.5216 | 0.7222 |
186
+ | No log | 5.4 | 270 | 0.5822 | 0.4663 | 0.5822 | 0.7630 |
187
+ | No log | 5.44 | 272 | 0.6700 | 0.4123 | 0.6700 | 0.8185 |
188
+ | No log | 5.48 | 274 | 0.6340 | 0.4089 | 0.6340 | 0.7963 |
189
+ | No log | 5.52 | 276 | 0.5347 | 0.5516 | 0.5347 | 0.7312 |
190
+ | No log | 5.5600 | 278 | 0.5055 | 0.5321 | 0.5055 | 0.7110 |
191
+ | No log | 5.6 | 280 | 0.5017 | 0.5321 | 0.5017 | 0.7083 |
192
+ | No log | 5.64 | 282 | 0.5200 | 0.5388 | 0.5200 | 0.7211 |
193
+ | No log | 5.68 | 284 | 0.5832 | 0.4625 | 0.5832 | 0.7637 |
194
+ | No log | 5.72 | 286 | 0.5823 | 0.4997 | 0.5823 | 0.7631 |
195
+ | No log | 5.76 | 288 | 0.5647 | 0.4929 | 0.5647 | 0.7514 |
196
+ | No log | 5.8 | 290 | 0.5114 | 0.5214 | 0.5114 | 0.7151 |
197
+ | No log | 5.84 | 292 | 0.5271 | 0.4705 | 0.5271 | 0.7260 |
198
+ | No log | 5.88 | 294 | 0.5263 | 0.4705 | 0.5263 | 0.7255 |
199
+ | No log | 5.92 | 296 | 0.5860 | 0.3918 | 0.5860 | 0.7655 |
200
+ | No log | 5.96 | 298 | 0.6407 | 0.4409 | 0.6407 | 0.8004 |
201
+ | No log | 6.0 | 300 | 0.5985 | 0.3843 | 0.5985 | 0.7736 |
202
+ | No log | 6.04 | 302 | 0.5332 | 0.4985 | 0.5332 | 0.7302 |
203
+ | No log | 6.08 | 304 | 0.5168 | 0.5177 | 0.5168 | 0.7189 |
204
+ | No log | 6.12 | 306 | 0.5372 | 0.5218 | 0.5372 | 0.7329 |
205
+ | No log | 6.16 | 308 | 0.5861 | 0.4330 | 0.5861 | 0.7656 |
206
+ | No log | 6.2 | 310 | 0.6327 | 0.3918 | 0.6327 | 0.7954 |
207
+ | No log | 6.24 | 312 | 0.5783 | 0.4414 | 0.5783 | 0.7604 |
208
+ | No log | 6.28 | 314 | 0.5251 | 0.4752 | 0.5251 | 0.7246 |
209
+ | No log | 6.32 | 316 | 0.5159 | 0.5010 | 0.5159 | 0.7183 |
210
+ | No log | 6.36 | 318 | 0.5101 | 0.4423 | 0.5101 | 0.7142 |
211
+ | No log | 6.4 | 320 | 0.5934 | 0.4239 | 0.5934 | 0.7703 |
212
+ | No log | 6.44 | 322 | 0.7650 | 0.4704 | 0.7650 | 0.8747 |
213
+ | No log | 6.48 | 324 | 0.8029 | 0.4364 | 0.8029 | 0.8960 |
214
+ | No log | 6.52 | 326 | 0.6890 | 0.4568 | 0.6890 | 0.8301 |
215
+ | No log | 6.5600 | 328 | 0.5816 | 0.3867 | 0.5816 | 0.7626 |
216
+ | No log | 6.6 | 330 | 0.5596 | 0.4212 | 0.5596 | 0.7481 |
217
+ | No log | 6.64 | 332 | 0.5473 | 0.4234 | 0.5473 | 0.7398 |
218
+ | No log | 6.68 | 334 | 0.5789 | 0.4081 | 0.5789 | 0.7609 |
219
+ | No log | 6.72 | 336 | 0.6166 | 0.4764 | 0.6166 | 0.7852 |
220
+ | No log | 6.76 | 338 | 0.6567 | 0.4726 | 0.6567 | 0.8103 |
221
+ | No log | 6.8 | 340 | 0.7090 | 0.4568 | 0.7090 | 0.8420 |
222
+ | No log | 6.84 | 342 | 0.6467 | 0.4582 | 0.6467 | 0.8042 |
223
+ | No log | 6.88 | 344 | 0.5784 | 0.3814 | 0.5784 | 0.7605 |
224
+ | No log | 6.92 | 346 | 0.5426 | 0.4504 | 0.5426 | 0.7366 |
225
+ | No log | 6.96 | 348 | 0.5460 | 0.4493 | 0.5460 | 0.7389 |
226
+ | No log | 7.0 | 350 | 0.5628 | 0.4234 | 0.5628 | 0.7502 |
227
+ | No log | 7.04 | 352 | 0.6041 | 0.4602 | 0.6041 | 0.7772 |
228
+ | No log | 7.08 | 354 | 0.6119 | 0.4522 | 0.6119 | 0.7822 |
229
+ | No log | 7.12 | 356 | 0.5566 | 0.4523 | 0.5566 | 0.7461 |
230
+ | No log | 7.16 | 358 | 0.5299 | 0.4657 | 0.5299 | 0.7279 |
231
+ | No log | 7.2 | 360 | 0.5404 | 0.4858 | 0.5404 | 0.7351 |
232
+ | No log | 7.24 | 362 | 0.5279 | 0.4839 | 0.5279 | 0.7266 |
233
+ | No log | 7.28 | 364 | 0.5651 | 0.4582 | 0.5651 | 0.7517 |
234
+ | No log | 7.32 | 366 | 0.6565 | 0.4966 | 0.6565 | 0.8103 |
235
+ | No log | 7.36 | 368 | 0.6824 | 0.4877 | 0.6824 | 0.8261 |
236
+ | No log | 7.4 | 370 | 0.6386 | 0.4602 | 0.6386 | 0.7991 |
237
+ | No log | 7.44 | 372 | 0.5542 | 0.4555 | 0.5542 | 0.7444 |
238
+ | No log | 7.48 | 374 | 0.4999 | 0.5286 | 0.4999 | 0.7071 |
239
+ | No log | 7.52 | 376 | 0.4891 | 0.5304 | 0.4891 | 0.6993 |
240
+ | No log | 7.5600 | 378 | 0.4883 | 0.5340 | 0.4883 | 0.6988 |
241
+ | No log | 7.6 | 380 | 0.4873 | 0.5252 | 0.4873 | 0.6981 |
242
+ | No log | 7.64 | 382 | 0.4778 | 0.5734 | 0.4778 | 0.6912 |
243
+ | No log | 7.68 | 384 | 0.4746 | 0.5734 | 0.4746 | 0.6889 |
244
+ | No log | 7.72 | 386 | 0.4766 | 0.5815 | 0.4766 | 0.6903 |
245
+ | No log | 7.76 | 388 | 0.5106 | 0.4555 | 0.5106 | 0.7146 |
246
+ | No log | 7.8 | 390 | 0.5060 | 0.4964 | 0.5060 | 0.7114 |
247
+ | No log | 7.84 | 392 | 0.4977 | 0.5386 | 0.4977 | 0.7055 |
248
+ | No log | 7.88 | 394 | 0.4651 | 0.5846 | 0.4651 | 0.6820 |
249
+ | No log | 7.92 | 396 | 0.4620 | 0.5956 | 0.4620 | 0.6797 |
250
+ | No log | 7.96 | 398 | 0.4708 | 0.5160 | 0.4708 | 0.6861 |
251
+ | No log | 8.0 | 400 | 0.4612 | 0.5941 | 0.4612 | 0.6791 |
252
+ | No log | 8.04 | 402 | 0.4948 | 0.5550 | 0.4948 | 0.7035 |
253
+ | No log | 8.08 | 404 | 0.5469 | 0.4270 | 0.5469 | 0.7395 |
254
+ | No log | 8.12 | 406 | 0.5541 | 0.4076 | 0.5541 | 0.7444 |
255
+ | No log | 8.16 | 408 | 0.5609 | 0.4076 | 0.5609 | 0.7489 |
256
+ | No log | 8.2 | 410 | 0.5491 | 0.4076 | 0.5491 | 0.7410 |
257
+ | No log | 8.24 | 412 | 0.5185 | 0.5248 | 0.5185 | 0.7200 |
258
+ | No log | 8.28 | 414 | 0.5133 | 0.5600 | 0.5133 | 0.7164 |
259
+ | No log | 8.32 | 416 | 0.5248 | 0.5413 | 0.5248 | 0.7245 |
260
+ | No log | 8.36 | 418 | 0.5507 | 0.5071 | 0.5507 | 0.7421 |
261
+ | No log | 8.4 | 420 | 0.6037 | 0.4270 | 0.6037 | 0.7770 |
262
+ | No log | 8.44 | 422 | 0.6415 | 0.3996 | 0.6415 | 0.8009 |
263
+ | No log | 8.48 | 424 | 0.6432 | 0.4076 | 0.6432 | 0.8020 |
264
+ | No log | 8.52 | 426 | 0.6149 | 0.3545 | 0.6149 | 0.7842 |
265
+ | No log | 8.56 | 428 | 0.5932 | 0.3840 | 0.5932 | 0.7702 |
266
+ | No log | 8.6 | 430 | 0.5499 | 0.5022 | 0.5499 | 0.7416 |
267
+ | No log | 8.64 | 432 | 0.5434 | 0.4904 | 0.5434 | 0.7371 |
268
+ | No log | 8.68 | 434 | 0.5386 | 0.4738 | 0.5386 | 0.7339 |
269
+ | No log | 8.72 | 436 | 0.5486 | 0.5003 | 0.5486 | 0.7407 |
270
+ | No log | 8.76 | 438 | 0.5603 | 0.5133 | 0.5603 | 0.7485 |
271
+ | No log | 8.8 | 440 | 0.5278 | 0.5084 | 0.5278 | 0.7265 |
272
+ | No log | 8.84 | 442 | 0.5340 | 0.5234 | 0.5340 | 0.7307 |
273
+ | No log | 8.88 | 444 | 0.5330 | 0.5168 | 0.5330 | 0.7301 |
274
+ | No log | 8.92 | 446 | 0.5097 | 0.4955 | 0.5097 | 0.7139 |
275
+ | No log | 8.96 | 448 | 0.5090 | 0.4738 | 0.5090 | 0.7134 |
276
+ | No log | 9.0 | 450 | 0.5078 | 0.4839 | 0.5078 | 0.7126 |
277
+ | No log | 9.04 | 452 | 0.5067 | 0.5231 | 0.5067 | 0.7118 |
278
+ | No log | 9.08 | 454 | 0.5031 | 0.4801 | 0.5031 | 0.7093 |
279
+ | No log | 9.12 | 456 | 0.5304 | 0.4576 | 0.5304 | 0.7283 |
280
+ | No log | 9.16 | 458 | 0.5347 | 0.4555 | 0.5347 | 0.7312 |
281
+ | No log | 9.2 | 460 | 0.5559 | 0.4618 | 0.5559 | 0.7456 |
282
+ | No log | 9.24 | 462 | 0.5774 | 0.4911 | 0.5774 | 0.7599 |
283
+ | No log | 9.28 | 464 | 0.5679 | 0.4451 | 0.5679 | 0.7536 |
284
+ | No log | 9.32 | 466 | 0.5295 | 0.5195 | 0.5295 | 0.7277 |
285
+ | No log | 9.36 | 468 | 0.5199 | 0.5131 | 0.5199 | 0.7210 |
286
+ | No log | 9.4 | 470 | 0.5180 | 0.5131 | 0.5180 | 0.7197 |
287
+ | No log | 9.44 | 472 | 0.4934 | 0.5056 | 0.4934 | 0.7024 |
288
+ | No log | 9.48 | 474 | 0.4677 | 0.5567 | 0.4677 | 0.6838 |
289
+ | No log | 9.52 | 476 | 0.4602 | 0.5941 | 0.4602 | 0.6784 |
290
+ | No log | 9.56 | 478 | 0.4542 | 0.6377 | 0.4542 | 0.6740 |
291
+ | No log | 9.6 | 480 | 0.4654 | 0.5826 | 0.4654 | 0.6822 |
292
+ | No log | 9.64 | 482 | 0.4630 | 0.6491 | 0.4630 | 0.6805 |
293
+ | No log | 9.68 | 484 | 0.4720 | 0.5084 | 0.4720 | 0.6870 |
294
+ | No log | 9.72 | 486 | 0.5886 | 0.5362 | 0.5886 | 0.7672 |
295
+ | No log | 9.76 | 488 | 0.6302 | 0.5045 | 0.6302 | 0.7938 |
296
+ | No log | 9.8 | 490 | 0.6034 | 0.4749 | 0.6034 | 0.7768 |
297
+ | No log | 9.84 | 492 | 0.6203 | 0.4873 | 0.6203 | 0.7876 |
298
+ | No log | 9.88 | 494 | 0.6268 | 0.4873 | 0.6268 | 0.7917 |
299
+ | No log | 9.92 | 496 | 0.5531 | 0.4393 | 0.5531 | 0.7437 |
300
+ | No log | 9.96 | 498 | 0.5042 | 0.4576 | 0.5042 | 0.7101 |
301
+ | 0.3112 | 10.0 | 500 | 0.4965 | 0.5505 | 0.4965 | 0.7046 |
302
+ | 0.3112 | 10.04 | 502 | 0.5041 | 0.5505 | 0.5041 | 0.7100 |
303
+ | 0.3112 | 10.08 | 504 | 0.5207 | 0.4397 | 0.5207 | 0.7216 |
304
+ | 0.3112 | 10.12 | 506 | 0.5871 | 0.4190 | 0.5871 | 0.7662 |
305
+ | 0.3112 | 10.16 | 508 | 0.7323 | 0.4844 | 0.7323 | 0.8557 |
306
+ | 0.3112 | 10.2 | 510 | 0.7606 | 0.4556 | 0.7606 | 0.8721 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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308
 
309
  ### Framework versions