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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k20_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: 0.6245
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- - Qwk: 0.4652
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- - Mse: 0.6245
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- - Rmse: 0.7902
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  ## Model description
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@@ -47,263 +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 | 0.0198 | 2 | 2.5599 | -0.0924 | 2.5599 | 1.6000 |
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- | No log | 0.0396 | 4 | 1.2536 | 0.0986 | 1.2536 | 1.1196 |
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- | No log | 0.0594 | 6 | 0.9178 | 0.0421 | 0.9178 | 0.9580 |
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- | No log | 0.0792 | 8 | 0.8143 | 0.1775 | 0.8143 | 0.9024 |
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- | No log | 0.0990 | 10 | 0.7493 | 0.3158 | 0.7493 | 0.8656 |
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- | No log | 0.1188 | 12 | 0.6974 | 0.4253 | 0.6974 | 0.8351 |
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- | No log | 0.1386 | 14 | 0.6983 | 0.3664 | 0.6983 | 0.8356 |
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- | No log | 0.1584 | 16 | 0.8826 | 0.1882 | 0.8826 | 0.9394 |
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- | No log | 0.1782 | 18 | 0.7464 | 0.2772 | 0.7464 | 0.8639 |
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- | No log | 0.1980 | 20 | 0.6547 | 0.2847 | 0.6547 | 0.8092 |
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- | No log | 0.2178 | 22 | 0.6475 | 0.2878 | 0.6475 | 0.8047 |
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- | No log | 0.2376 | 24 | 0.6780 | 0.2776 | 0.6780 | 0.8234 |
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- | No log | 0.2574 | 26 | 1.1213 | 0.1775 | 1.1213 | 1.0589 |
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- | No log | 0.2772 | 28 | 1.4274 | 0.0578 | 1.4274 | 1.1948 |
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- | No log | 0.2970 | 30 | 1.3032 | 0.1453 | 1.3032 | 1.1416 |
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- | No log | 0.3168 | 32 | 0.9787 | 0.2702 | 0.9787 | 0.9893 |
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- | No log | 0.3366 | 34 | 0.6738 | 0.3348 | 0.6738 | 0.8208 |
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- | No log | 0.3564 | 36 | 0.6622 | 0.1846 | 0.6622 | 0.8138 |
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- | No log | 0.3762 | 38 | 0.6597 | 0.1962 | 0.6597 | 0.8122 |
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- | No log | 0.3960 | 40 | 0.6846 | 0.0937 | 0.6846 | 0.8274 |
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- | No log | 0.4158 | 42 | 0.6999 | 0.0481 | 0.6999 | 0.8366 |
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- | No log | 0.4356 | 44 | 0.6615 | 0.0798 | 0.6615 | 0.8133 |
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- | No log | 0.4554 | 46 | 0.6635 | 0.0757 | 0.6635 | 0.8146 |
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- | No log | 0.4752 | 48 | 0.6688 | 0.1138 | 0.6688 | 0.8178 |
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- | No log | 0.4950 | 50 | 0.6651 | 0.1489 | 0.6651 | 0.8156 |
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- | No log | 0.5149 | 52 | 0.6819 | 0.2454 | 0.6819 | 0.8257 |
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- | No log | 0.5347 | 54 | 0.7275 | 0.2673 | 0.7275 | 0.8530 |
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- | No log | 0.5545 | 56 | 0.8758 | 0.2817 | 0.8758 | 0.9359 |
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- | No log | 0.5743 | 58 | 0.8863 | 0.3027 | 0.8863 | 0.9414 |
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- | No log | 0.5941 | 60 | 0.6852 | 0.3360 | 0.6852 | 0.8278 |
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- | No log | 0.6139 | 62 | 0.7091 | 0.4175 | 0.7091 | 0.8421 |
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- | No log | 0.6337 | 64 | 1.1026 | 0.2589 | 1.1026 | 1.0500 |
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- | No log | 0.6535 | 66 | 1.1815 | 0.2199 | 1.1815 | 1.0869 |
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- | No log | 0.6733 | 68 | 0.9741 | 0.2732 | 0.9741 | 0.9870 |
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- | No log | 0.6931 | 70 | 0.7118 | 0.1790 | 0.7118 | 0.8437 |
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- | No log | 0.7129 | 72 | 0.7972 | 0.2804 | 0.7972 | 0.8929 |
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- | No log | 0.7327 | 74 | 0.8775 | 0.3354 | 0.8775 | 0.9368 |
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- | No log | 0.7525 | 76 | 0.8050 | 0.2841 | 0.8050 | 0.8972 |
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- | No log | 0.7723 | 78 | 0.8958 | 0.3085 | 0.8958 | 0.9465 |
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- | No log | 0.7921 | 80 | 1.0926 | 0.2559 | 1.0926 | 1.0453 |
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- | No log | 0.8119 | 82 | 1.2862 | 0.1448 | 1.2862 | 1.1341 |
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- | No log | 0.8317 | 84 | 1.1744 | 0.1935 | 1.1744 | 1.0837 |
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- | No log | 0.8515 | 86 | 0.9129 | 0.2437 | 0.9129 | 0.9554 |
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- | No log | 0.8713 | 88 | 0.8224 | 0.2942 | 0.8224 | 0.9068 |
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- | No log | 0.8911 | 90 | 0.7935 | 0.3022 | 0.7935 | 0.8908 |
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- | No log | 0.9109 | 92 | 0.8176 | 0.2703 | 0.8176 | 0.9042 |
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- | No log | 0.9307 | 94 | 0.8105 | 0.2555 | 0.8105 | 0.9003 |
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- | No log | 0.9505 | 96 | 0.7608 | 0.2867 | 0.7608 | 0.8722 |
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- | No log | 0.9703 | 98 | 0.7437 | 0.3964 | 0.7437 | 0.8624 |
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- | No log | 0.9901 | 100 | 0.7593 | 0.3607 | 0.7593 | 0.8714 |
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- | No log | 1.0099 | 102 | 0.8683 | 0.2920 | 0.8683 | 0.9318 |
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- | No log | 1.0297 | 104 | 0.9349 | 0.1935 | 0.9349 | 0.9669 |
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- | No log | 1.0495 | 106 | 0.8419 | 0.4169 | 0.8419 | 0.9176 |
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- | No log | 1.0693 | 108 | 0.8010 | 0.3350 | 0.8010 | 0.8950 |
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- | No log | 1.0891 | 110 | 0.8084 | 0.2888 | 0.8084 | 0.8991 |
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- | No log | 1.1089 | 112 | 0.8820 | 0.2832 | 0.8820 | 0.9392 |
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- | No log | 1.1287 | 114 | 0.8200 | 0.2975 | 0.8200 | 0.9055 |
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- | No log | 1.1485 | 116 | 0.7221 | 0.4036 | 0.7221 | 0.8498 |
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- | No log | 1.1683 | 118 | 0.7081 | 0.4158 | 0.7081 | 0.8415 |
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- | No log | 1.1881 | 120 | 0.7050 | 0.4146 | 0.7050 | 0.8396 |
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- | No log | 1.2079 | 122 | 0.6717 | 0.5118 | 0.6717 | 0.8196 |
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- | No log | 1.2277 | 124 | 0.7140 | 0.4253 | 0.7140 | 0.8450 |
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- | No log | 1.2475 | 126 | 0.7297 | 0.4224 | 0.7297 | 0.8542 |
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- | No log | 1.2673 | 128 | 0.6590 | 0.4406 | 0.6590 | 0.8118 |
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- | No log | 1.2871 | 130 | 0.6341 | 0.4808 | 0.6341 | 0.7963 |
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- | No log | 1.3069 | 132 | 0.7003 | 0.3770 | 0.7003 | 0.8368 |
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- | No log | 1.3267 | 134 | 0.6486 | 0.3843 | 0.6486 | 0.8054 |
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- | No log | 1.3465 | 136 | 0.6408 | 0.4096 | 0.6408 | 0.8005 |
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- | No log | 1.3663 | 138 | 0.6590 | 0.4118 | 0.6590 | 0.8118 |
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- | No log | 1.3861 | 140 | 0.6511 | 0.4066 | 0.6511 | 0.8069 |
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- | No log | 1.4059 | 142 | 0.6281 | 0.5444 | 0.6281 | 0.7925 |
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- | No log | 1.4257 | 144 | 0.6935 | 0.4574 | 0.6935 | 0.8328 |
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- | No log | 1.4455 | 146 | 0.6294 | 0.5225 | 0.6294 | 0.7933 |
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- | No log | 1.4653 | 148 | 0.8079 | 0.4096 | 0.8079 | 0.8988 |
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- | No log | 1.4851 | 150 | 0.9983 | 0.2949 | 0.9983 | 0.9992 |
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- | No log | 1.5050 | 152 | 0.8827 | 0.3389 | 0.8827 | 0.9395 |
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- | No log | 1.5248 | 154 | 0.6433 | 0.4518 | 0.6433 | 0.8021 |
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- | No log | 1.5446 | 156 | 0.6052 | 0.5357 | 0.6052 | 0.7779 |
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- | No log | 1.5644 | 158 | 0.6072 | 0.6271 | 0.6072 | 0.7792 |
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- | No log | 1.5842 | 160 | 0.7019 | 0.3718 | 0.7019 | 0.8378 |
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- | No log | 1.6040 | 162 | 0.9194 | 0.3620 | 0.9194 | 0.9588 |
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- | No log | 1.6238 | 164 | 1.0232 | 0.2199 | 1.0232 | 1.0116 |
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- | No log | 1.6436 | 166 | 0.8720 | 0.3368 | 0.8720 | 0.9338 |
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- | No log | 1.6634 | 168 | 0.6216 | 0.5014 | 0.6216 | 0.7884 |
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- | No log | 1.6832 | 170 | 0.5843 | 0.5672 | 0.5843 | 0.7644 |
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- | No log | 1.7030 | 172 | 0.6244 | 0.5058 | 0.6244 | 0.7902 |
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- | No log | 1.7228 | 174 | 0.6361 | 0.4911 | 0.6361 | 0.7976 |
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- | No log | 1.7426 | 176 | 0.6220 | 0.4622 | 0.6220 | 0.7887 |
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- | No log | 1.7624 | 178 | 0.6262 | 0.4692 | 0.6262 | 0.7913 |
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- | No log | 1.7822 | 180 | 0.6182 | 0.4692 | 0.6182 | 0.7862 |
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- | No log | 1.8020 | 182 | 0.6940 | 0.4670 | 0.6940 | 0.8331 |
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- | No log | 1.8218 | 184 | 0.7109 | 0.4670 | 0.7109 | 0.8431 |
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- | No log | 1.8416 | 186 | 0.6191 | 0.4562 | 0.6191 | 0.7868 |
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- | No log | 1.8614 | 188 | 0.5927 | 0.4534 | 0.5927 | 0.7699 |
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- | No log | 1.8812 | 190 | 0.6411 | 0.4218 | 0.6411 | 0.8007 |
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- | No log | 1.9010 | 192 | 0.6305 | 0.4165 | 0.6305 | 0.7941 |
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- | No log | 1.9208 | 194 | 0.6012 | 0.5324 | 0.6012 | 0.7754 |
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- | No log | 1.9406 | 196 | 0.5829 | 0.5003 | 0.5829 | 0.7635 |
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- | No log | 1.9604 | 198 | 0.5954 | 0.5308 | 0.5954 | 0.7716 |
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- | No log | 1.9802 | 200 | 0.5914 | 0.5308 | 0.5914 | 0.7690 |
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- | No log | 2.0 | 202 | 0.5732 | 0.5450 | 0.5732 | 0.7571 |
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- | No log | 2.0198 | 204 | 0.5788 | 0.5655 | 0.5788 | 0.7608 |
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- | No log | 2.0396 | 206 | 0.5841 | 0.6046 | 0.5841 | 0.7642 |
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- | No log | 2.0594 | 208 | 0.5915 | 0.5628 | 0.5915 | 0.7691 |
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- | No log | 2.0792 | 210 | 0.5947 | 0.5434 | 0.5947 | 0.7711 |
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- | No log | 2.0990 | 212 | 0.5825 | 0.5798 | 0.5825 | 0.7632 |
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- | No log | 2.1188 | 214 | 0.5751 | 0.4948 | 0.5751 | 0.7583 |
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- | No log | 2.1386 | 216 | 0.5765 | 0.5533 | 0.5765 | 0.7593 |
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- | No log | 2.1584 | 218 | 0.6495 | 0.4409 | 0.6495 | 0.8059 |
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- | No log | 2.1782 | 220 | 0.6111 | 0.4753 | 0.6111 | 0.7817 |
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- | No log | 2.1980 | 222 | 0.5854 | 0.5160 | 0.5854 | 0.7651 |
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- | No log | 2.2178 | 224 | 0.6769 | 0.3551 | 0.6769 | 0.8227 |
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- | No log | 2.2376 | 226 | 0.6394 | 0.3783 | 0.6394 | 0.7996 |
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- | No log | 2.2574 | 228 | 0.6264 | 0.4935 | 0.6264 | 0.7915 |
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- | No log | 2.2772 | 230 | 0.5607 | 0.4734 | 0.5607 | 0.7488 |
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- | No log | 2.2970 | 232 | 0.5362 | 0.5286 | 0.5362 | 0.7323 |
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- | No log | 2.3168 | 234 | 0.5537 | 0.5250 | 0.5537 | 0.7441 |
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- | No log | 2.3366 | 236 | 0.6731 | 0.4142 | 0.6731 | 0.8205 |
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- | No log | 2.3564 | 238 | 0.7709 | 0.3579 | 0.7709 | 0.8780 |
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- | No log | 2.3762 | 240 | 0.9463 | 0.3747 | 0.9463 | 0.9728 |
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- | No log | 2.3960 | 242 | 0.8771 | 0.3942 | 0.8771 | 0.9366 |
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- | No log | 2.4158 | 244 | 0.7525 | 0.4250 | 0.7525 | 0.8675 |
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- | No log | 2.4356 | 246 | 0.6154 | 0.4518 | 0.6154 | 0.7845 |
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- | No log | 2.4554 | 248 | 0.5678 | 0.5252 | 0.5678 | 0.7535 |
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- | No log | 2.4752 | 250 | 0.5527 | 0.5609 | 0.5527 | 0.7434 |
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- | No log | 2.4950 | 252 | 0.5515 | 0.5517 | 0.5515 | 0.7426 |
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- | No log | 2.5149 | 254 | 0.5792 | 0.5016 | 0.5792 | 0.7611 |
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- | No log | 2.5347 | 256 | 0.6850 | 0.4175 | 0.6850 | 0.8277 |
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- | No log | 2.5545 | 258 | 0.8241 | 0.3970 | 0.8241 | 0.9078 |
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- | No log | 2.5743 | 260 | 0.7292 | 0.4382 | 0.7292 | 0.8539 |
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- | No log | 2.5941 | 262 | 0.5560 | 0.5671 | 0.5560 | 0.7456 |
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- | No log | 2.6139 | 264 | 0.5546 | 0.4674 | 0.5546 | 0.7447 |
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- | No log | 2.6337 | 266 | 0.5796 | 0.4789 | 0.5796 | 0.7613 |
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- | No log | 2.6535 | 268 | 0.5801 | 0.4694 | 0.5801 | 0.7617 |
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- | No log | 2.6733 | 270 | 0.5538 | 0.5009 | 0.5538 | 0.7442 |
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- | No log | 2.6931 | 272 | 0.5485 | 0.5304 | 0.5485 | 0.7406 |
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- | No log | 2.7129 | 274 | 0.5375 | 0.5231 | 0.5375 | 0.7331 |
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- | No log | 2.7327 | 276 | 0.5426 | 0.5248 | 0.5426 | 0.7366 |
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- | No log | 2.7525 | 278 | 0.5888 | 0.4690 | 0.5888 | 0.7674 |
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- | No log | 2.7723 | 280 | 0.5986 | 0.4690 | 0.5986 | 0.7737 |
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- | No log | 2.7921 | 282 | 0.5653 | 0.5751 | 0.5653 | 0.7518 |
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- | No log | 2.8119 | 284 | 0.5568 | 0.5405 | 0.5568 | 0.7462 |
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- | No log | 2.8317 | 286 | 0.5706 | 0.5479 | 0.5706 | 0.7554 |
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- | No log | 2.8515 | 288 | 0.5680 | 0.5697 | 0.5680 | 0.7537 |
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- | No log | 2.8713 | 290 | 0.5572 | 0.5517 | 0.5572 | 0.7465 |
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- | No log | 2.8911 | 292 | 0.5816 | 0.5452 | 0.5816 | 0.7627 |
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- | No log | 2.9109 | 294 | 0.5429 | 0.5271 | 0.5429 | 0.7368 |
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- | No log | 2.9307 | 296 | 0.5134 | 0.5440 | 0.5134 | 0.7165 |
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- | No log | 2.9505 | 298 | 0.6187 | 0.5065 | 0.6187 | 0.7866 |
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- | No log | 2.9703 | 300 | 0.6982 | 0.3933 | 0.6982 | 0.8356 |
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- | No log | 2.9901 | 302 | 0.6415 | 0.4669 | 0.6415 | 0.8010 |
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- | No log | 3.0099 | 304 | 0.5315 | 0.4444 | 0.5315 | 0.7290 |
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- | No log | 3.0297 | 306 | 0.5237 | 0.5521 | 0.5237 | 0.7237 |
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- | No log | 3.0495 | 308 | 0.5336 | 0.5267 | 0.5336 | 0.7305 |
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- | No log | 3.0693 | 310 | 0.5541 | 0.4634 | 0.5541 | 0.7444 |
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- | No log | 3.0891 | 312 | 0.6404 | 0.4825 | 0.6404 | 0.8002 |
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- | No log | 3.1089 | 314 | 0.6550 | 0.4410 | 0.6550 | 0.8093 |
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- | No log | 3.1287 | 316 | 0.5981 | 0.3982 | 0.5981 | 0.7734 |
210
- | No log | 3.1485 | 318 | 0.5698 | 0.4136 | 0.5698 | 0.7548 |
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- | No log | 3.1683 | 320 | 0.5785 | 0.4136 | 0.5785 | 0.7606 |
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- | No log | 3.1881 | 322 | 0.5892 | 0.4705 | 0.5892 | 0.7676 |
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- | No log | 3.2079 | 324 | 0.5863 | 0.5214 | 0.5863 | 0.7657 |
214
- | No log | 3.2277 | 326 | 0.5797 | 0.5151 | 0.5797 | 0.7614 |
215
- | No log | 3.2475 | 328 | 0.5932 | 0.4299 | 0.5932 | 0.7702 |
216
- | No log | 3.2673 | 330 | 0.6439 | 0.4556 | 0.6439 | 0.8024 |
217
- | No log | 3.2871 | 332 | 0.6486 | 0.4761 | 0.6486 | 0.8053 |
218
- | No log | 3.3069 | 334 | 0.5696 | 0.5234 | 0.5696 | 0.7547 |
219
- | No log | 3.3267 | 336 | 0.5331 | 0.6542 | 0.5331 | 0.7302 |
220
- | No log | 3.3465 | 338 | 0.5294 | 0.6201 | 0.5294 | 0.7276 |
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- | No log | 3.3663 | 340 | 0.5247 | 0.6303 | 0.5247 | 0.7243 |
222
- | No log | 3.3861 | 342 | 0.5445 | 0.5812 | 0.5445 | 0.7379 |
223
- | No log | 3.4059 | 344 | 0.6109 | 0.4892 | 0.6109 | 0.7816 |
224
- | No log | 3.4257 | 346 | 0.7319 | 0.4615 | 0.7319 | 0.8555 |
225
- | No log | 3.4455 | 348 | 0.7520 | 0.4615 | 0.7520 | 0.8672 |
226
- | No log | 3.4653 | 350 | 0.6767 | 0.4448 | 0.6767 | 0.8226 |
227
- | No log | 3.4851 | 352 | 0.6006 | 0.4271 | 0.6006 | 0.7750 |
228
- | No log | 3.5050 | 354 | 0.5591 | 0.2955 | 0.5591 | 0.7477 |
229
- | No log | 3.5248 | 356 | 0.5617 | 0.3809 | 0.5617 | 0.7494 |
230
- | No log | 3.5446 | 358 | 0.5534 | 0.3809 | 0.5534 | 0.7439 |
231
- | No log | 3.5644 | 360 | 0.5564 | 0.4186 | 0.5564 | 0.7459 |
232
- | No log | 3.5842 | 362 | 0.5546 | 0.4186 | 0.5546 | 0.7447 |
233
- | No log | 3.6040 | 364 | 0.5335 | 0.4448 | 0.5335 | 0.7304 |
234
- | No log | 3.6238 | 366 | 0.5112 | 0.4614 | 0.5112 | 0.7150 |
235
- | No log | 3.6436 | 368 | 0.5467 | 0.4052 | 0.5467 | 0.7394 |
236
- | No log | 3.6634 | 370 | 0.5606 | 0.4307 | 0.5606 | 0.7488 |
237
- | No log | 3.6832 | 372 | 0.5104 | 0.5111 | 0.5104 | 0.7144 |
238
- | No log | 3.7030 | 374 | 0.4850 | 0.5493 | 0.4850 | 0.6964 |
239
- | No log | 3.7228 | 376 | 0.5292 | 0.5065 | 0.5292 | 0.7275 |
240
- | No log | 3.7426 | 378 | 0.5255 | 0.5061 | 0.5255 | 0.7249 |
241
- | No log | 3.7624 | 380 | 0.4865 | 0.5523 | 0.4865 | 0.6975 |
242
- | No log | 3.7822 | 382 | 0.4661 | 0.6542 | 0.4661 | 0.6827 |
243
- | No log | 3.8020 | 384 | 0.5367 | 0.5345 | 0.5367 | 0.7326 |
244
- | No log | 3.8218 | 386 | 0.5557 | 0.5345 | 0.5557 | 0.7454 |
245
- | No log | 3.8416 | 388 | 0.5012 | 0.5995 | 0.5012 | 0.7079 |
246
- | No log | 3.8614 | 390 | 0.5295 | 0.5234 | 0.5295 | 0.7277 |
247
- | No log | 3.8812 | 392 | 0.6392 | 0.4594 | 0.6392 | 0.7995 |
248
- | No log | 3.9010 | 394 | 0.7132 | 0.3913 | 0.7132 | 0.8445 |
249
- | No log | 3.9208 | 396 | 0.6608 | 0.4100 | 0.6608 | 0.8129 |
250
- | No log | 3.9406 | 398 | 0.5836 | 0.3958 | 0.5836 | 0.7639 |
251
- | No log | 3.9604 | 400 | 0.5755 | 0.4707 | 0.5755 | 0.7586 |
252
- | No log | 3.9802 | 402 | 0.6042 | 0.4905 | 0.6042 | 0.7773 |
253
- | No log | 4.0 | 404 | 0.5781 | 0.4663 | 0.5781 | 0.7603 |
254
- | No log | 4.0198 | 406 | 0.5408 | 0.4276 | 0.5408 | 0.7354 |
255
- | No log | 4.0396 | 408 | 0.6220 | 0.4909 | 0.6220 | 0.7886 |
256
- | No log | 4.0594 | 410 | 0.7011 | 0.4142 | 0.7011 | 0.8373 |
257
- | No log | 4.0792 | 412 | 0.7011 | 0.3978 | 0.7011 | 0.8373 |
258
- | No log | 4.0990 | 414 | 0.6119 | 0.3999 | 0.6119 | 0.7822 |
259
- | No log | 4.1188 | 416 | 0.5483 | 0.4044 | 0.5483 | 0.7405 |
260
- | No log | 4.1386 | 418 | 0.5516 | 0.4707 | 0.5516 | 0.7427 |
261
- | No log | 4.1584 | 420 | 0.5482 | 0.3474 | 0.5482 | 0.7404 |
262
- | No log | 4.1782 | 422 | 0.5657 | 0.3541 | 0.5657 | 0.7521 |
263
- | No log | 4.1980 | 424 | 0.6820 | 0.4142 | 0.6820 | 0.8258 |
264
- | No log | 4.2178 | 426 | 0.8095 | 0.4222 | 0.8095 | 0.8997 |
265
- | No log | 4.2376 | 428 | 0.7464 | 0.4396 | 0.7464 | 0.8640 |
266
- | No log | 4.2574 | 430 | 0.6006 | 0.4391 | 0.6006 | 0.7750 |
267
- | No log | 4.2772 | 432 | 0.5473 | 0.4945 | 0.5473 | 0.7398 |
268
- | No log | 4.2970 | 434 | 0.5441 | 0.4595 | 0.5441 | 0.7376 |
269
- | No log | 4.3168 | 436 | 0.5542 | 0.3754 | 0.5542 | 0.7445 |
270
- | No log | 4.3366 | 438 | 0.5698 | 0.3445 | 0.5698 | 0.7548 |
271
- | No log | 4.3564 | 440 | 0.5861 | 0.3258 | 0.5861 | 0.7655 |
272
- | No log | 4.3762 | 442 | 0.6075 | 0.3718 | 0.6075 | 0.7794 |
273
- | No log | 4.3960 | 444 | 0.6078 | 0.3718 | 0.6078 | 0.7796 |
274
- | No log | 4.4158 | 446 | 0.5993 | 0.3446 | 0.5993 | 0.7742 |
275
- | No log | 4.4356 | 448 | 0.5999 | 0.3446 | 0.5999 | 0.7746 |
276
- | No log | 4.4554 | 450 | 0.6157 | 0.3093 | 0.6157 | 0.7847 |
277
- | No log | 4.4752 | 452 | 0.6072 | 0.3137 | 0.6072 | 0.7792 |
278
- | No log | 4.4950 | 454 | 0.5854 | 0.3151 | 0.5854 | 0.7651 |
279
- | No log | 4.5149 | 456 | 0.5687 | 0.3803 | 0.5687 | 0.7541 |
280
- | No log | 4.5347 | 458 | 0.5597 | 0.3289 | 0.5597 | 0.7481 |
281
- | No log | 4.5545 | 460 | 0.5593 | 0.3729 | 0.5593 | 0.7479 |
282
- | No log | 4.5743 | 462 | 0.5902 | 0.3808 | 0.5902 | 0.7682 |
283
- | No log | 4.5941 | 464 | 0.6317 | 0.3875 | 0.6317 | 0.7948 |
284
- | No log | 4.6139 | 466 | 0.6378 | 0.3875 | 0.6378 | 0.7986 |
285
- | No log | 4.6337 | 468 | 0.5885 | 0.4221 | 0.5885 | 0.7671 |
286
- | No log | 4.6535 | 470 | 0.5787 | 0.5460 | 0.5787 | 0.7607 |
287
- | No log | 4.6733 | 472 | 0.5744 | 0.5846 | 0.5744 | 0.7579 |
288
- | No log | 4.6931 | 474 | 0.5680 | 0.3950 | 0.5680 | 0.7536 |
289
- | No log | 4.7129 | 476 | 0.5838 | 0.4315 | 0.5838 | 0.7640 |
290
- | No log | 4.7327 | 478 | 0.5959 | 0.4087 | 0.5959 | 0.7719 |
291
- | No log | 4.7525 | 480 | 0.5953 | 0.3610 | 0.5953 | 0.7716 |
292
- | No log | 4.7723 | 482 | 0.6096 | 0.4215 | 0.6096 | 0.7808 |
293
- | No log | 4.7921 | 484 | 0.5727 | 0.4249 | 0.5727 | 0.7568 |
294
- | No log | 4.8119 | 486 | 0.5409 | 0.3703 | 0.5409 | 0.7354 |
295
- | No log | 4.8317 | 488 | 0.5258 | 0.4747 | 0.5258 | 0.7251 |
296
- | No log | 4.8515 | 490 | 0.5154 | 0.4984 | 0.5154 | 0.7179 |
297
- | No log | 4.8713 | 492 | 0.5042 | 0.5195 | 0.5042 | 0.7101 |
298
- | No log | 4.8911 | 494 | 0.5312 | 0.5212 | 0.5312 | 0.7288 |
299
- | No log | 4.9109 | 496 | 0.5675 | 0.4690 | 0.5675 | 0.7533 |
300
- | No log | 4.9307 | 498 | 0.6600 | 0.5205 | 0.6600 | 0.8124 |
301
- | 0.3374 | 4.9505 | 500 | 0.6723 | 0.5205 | 0.6723 | 0.8199 |
302
- | 0.3374 | 4.9703 | 502 | 0.6908 | 0.4961 | 0.6908 | 0.8312 |
303
- | 0.3374 | 4.9901 | 504 | 0.5985 | 0.5003 | 0.5985 | 0.7736 |
304
- | 0.3374 | 5.0099 | 506 | 0.5480 | 0.4892 | 0.5480 | 0.7403 |
305
- | 0.3374 | 5.0297 | 508 | 0.5931 | 0.4634 | 0.5931 | 0.7701 |
306
- | 0.3374 | 5.0495 | 510 | 0.6245 | 0.4652 | 0.6245 | 0.7902 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_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: 0.5897
19
+ - Qwk: 0.4872
20
+ - Mse: 0.5897
21
+ - Rmse: 0.7680
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.3333 | 2 | 2.3858 | -0.0336 | 2.3858 | 1.5446 |
53
+ | No log | 0.6667 | 4 | 0.9878 | 0.2164 | 0.9878 | 0.9939 |
54
+ | No log | 1.0 | 6 | 0.7505 | 0.1232 | 0.7505 | 0.8663 |
55
+ | No log | 1.3333 | 8 | 0.8644 | 0.3347 | 0.8644 | 0.9297 |
56
+ | No log | 1.6667 | 10 | 0.9520 | 0.3280 | 0.9520 | 0.9757 |
57
+ | No log | 2.0 | 12 | 0.9115 | 0.3006 | 0.9115 | 0.9547 |
58
+ | No log | 2.3333 | 14 | 1.1386 | 0.2713 | 1.1386 | 1.0670 |
59
+ | No log | 2.6667 | 16 | 0.7439 | 0.3193 | 0.7439 | 0.8625 |
60
+ | No log | 3.0 | 18 | 0.6465 | 0.4880 | 0.6465 | 0.8040 |
61
+ | No log | 3.3333 | 20 | 0.9000 | 0.3538 | 0.9000 | 0.9487 |
62
+ | No log | 3.6667 | 22 | 1.0296 | 0.3431 | 1.0296 | 1.0147 |
63
+ | No log | 4.0 | 24 | 0.7479 | 0.4222 | 0.7479 | 0.8648 |
64
+ | No log | 4.3333 | 26 | 0.5889 | 0.4044 | 0.5889 | 0.7674 |
65
+ | No log | 4.6667 | 28 | 0.6086 | 0.4427 | 0.6086 | 0.7801 |
66
+ | No log | 5.0 | 30 | 0.7250 | 0.4625 | 0.7250 | 0.8515 |
67
+ | No log | 5.3333 | 32 | 0.8539 | 0.4799 | 0.8539 | 0.9241 |
68
+ | No log | 5.6667 | 34 | 0.7584 | 0.4717 | 0.7584 | 0.8709 |
69
+ | No log | 6.0 | 36 | 0.6380 | 0.4189 | 0.6380 | 0.7987 |
70
+ | No log | 6.3333 | 38 | 0.6781 | 0.4886 | 0.6781 | 0.8234 |
71
+ | No log | 6.6667 | 40 | 0.6345 | 0.4363 | 0.6345 | 0.7966 |
72
+ | No log | 7.0 | 42 | 0.8322 | 0.5504 | 0.8322 | 0.9122 |
73
+ | No log | 7.3333 | 44 | 1.0975 | 0.4149 | 1.0975 | 1.0476 |
74
+ | No log | 7.6667 | 46 | 1.1115 | 0.3298 | 1.1115 | 1.0543 |
75
+ | No log | 8.0 | 48 | 0.9627 | 0.4204 | 0.9627 | 0.9812 |
76
+ | No log | 8.3333 | 50 | 0.8154 | 0.4351 | 0.8154 | 0.9030 |
77
+ | No log | 8.6667 | 52 | 0.7552 | 0.3689 | 0.7552 | 0.8690 |
78
+ | No log | 9.0 | 54 | 0.7046 | 0.3723 | 0.7046 | 0.8394 |
79
+ | No log | 9.3333 | 56 | 0.6493 | 0.4581 | 0.6493 | 0.8058 |
80
+ | No log | 9.6667 | 58 | 0.6495 | 0.4581 | 0.6495 | 0.8059 |
81
+ | No log | 10.0 | 60 | 0.7277 | 0.4155 | 0.7277 | 0.8531 |
82
+ | No log | 10.3333 | 62 | 0.7177 | 0.3958 | 0.7177 | 0.8472 |
83
+ | No log | 10.6667 | 64 | 0.8110 | 0.3402 | 0.8110 | 0.9005 |
84
+ | No log | 11.0 | 66 | 0.8415 | 0.3151 | 0.8415 | 0.9174 |
85
+ | No log | 11.3333 | 68 | 0.9310 | 0.3596 | 0.9310 | 0.9649 |
86
+ | No log | 11.6667 | 70 | 1.0779 | 0.4265 | 1.0779 | 1.0382 |
87
+ | No log | 12.0 | 72 | 0.9399 | 0.4305 | 0.9399 | 0.9695 |
88
+ | No log | 12.3333 | 74 | 0.7617 | 0.4768 | 0.7617 | 0.8728 |
89
+ | No log | 12.6667 | 76 | 0.7107 | 0.4574 | 0.7107 | 0.8430 |
90
+ | No log | 13.0 | 78 | 0.6673 | 0.4574 | 0.6673 | 0.8169 |
91
+ | No log | 13.3333 | 80 | 0.7325 | 0.5059 | 0.7325 | 0.8558 |
92
+ | No log | 13.6667 | 82 | 0.6459 | 0.4678 | 0.6459 | 0.8036 |
93
+ | No log | 14.0 | 84 | 0.5605 | 0.6046 | 0.5605 | 0.7487 |
94
+ | No log | 14.3333 | 86 | 0.5434 | 0.5533 | 0.5434 | 0.7371 |
95
+ | No log | 14.6667 | 88 | 0.5817 | 0.4901 | 0.5817 | 0.7627 |
96
+ | No log | 15.0 | 90 | 0.6288 | 0.3820 | 0.6288 | 0.7930 |
97
+ | No log | 15.3333 | 92 | 0.7144 | 0.4265 | 0.7144 | 0.8452 |
98
+ | No log | 15.6667 | 94 | 0.7181 | 0.4199 | 0.7181 | 0.8474 |
99
+ | No log | 16.0 | 96 | 0.5989 | 0.4625 | 0.5989 | 0.7739 |
100
+ | No log | 16.3333 | 98 | 0.5510 | 0.5015 | 0.5510 | 0.7423 |
101
+ | No log | 16.6667 | 100 | 0.5925 | 0.4854 | 0.5925 | 0.7697 |
102
+ | No log | 17.0 | 102 | 0.7862 | 0.4304 | 0.7862 | 0.8867 |
103
+ | No log | 17.3333 | 104 | 0.7899 | 0.4912 | 0.7899 | 0.8888 |
104
+ | No log | 17.6667 | 106 | 0.7486 | 0.4925 | 0.7486 | 0.8652 |
105
+ | No log | 18.0 | 108 | 0.6242 | 0.5409 | 0.6242 | 0.7900 |
106
+ | No log | 18.3333 | 110 | 0.5581 | 0.5945 | 0.5581 | 0.7470 |
107
+ | No log | 18.6667 | 112 | 0.5094 | 0.6492 | 0.5094 | 0.7138 |
108
+ | No log | 19.0 | 114 | 0.5313 | 0.5692 | 0.5313 | 0.7289 |
109
+ | No log | 19.3333 | 116 | 0.5125 | 0.5692 | 0.5125 | 0.7159 |
110
+ | No log | 19.6667 | 118 | 0.4899 | 0.6184 | 0.4899 | 0.6999 |
111
+ | No log | 20.0 | 120 | 0.6819 | 0.4764 | 0.6819 | 0.8258 |
112
+ | No log | 20.3333 | 122 | 0.8378 | 0.4166 | 0.8378 | 0.9153 |
113
+ | No log | 20.6667 | 124 | 0.8252 | 0.4365 | 0.8252 | 0.9084 |
114
+ | No log | 21.0 | 126 | 0.6519 | 0.3820 | 0.6519 | 0.8074 |
115
+ | No log | 21.3333 | 128 | 0.5450 | 0.4660 | 0.5450 | 0.7382 |
116
+ | No log | 21.6667 | 130 | 0.5388 | 0.4660 | 0.5388 | 0.7340 |
117
+ | No log | 22.0 | 132 | 0.5388 | 0.5159 | 0.5388 | 0.7340 |
118
+ | No log | 22.3333 | 134 | 0.5728 | 0.5115 | 0.5728 | 0.7568 |
119
+ | No log | 22.6667 | 136 | 0.5990 | 0.4928 | 0.5990 | 0.7739 |
120
+ | No log | 23.0 | 138 | 0.6608 | 0.4879 | 0.6608 | 0.8129 |
121
+ | No log | 23.3333 | 140 | 0.7560 | 0.5283 | 0.7560 | 0.8695 |
122
+ | No log | 23.6667 | 142 | 0.7004 | 0.5283 | 0.7004 | 0.8369 |
123
+ | No log | 24.0 | 144 | 0.5755 | 0.4795 | 0.5755 | 0.7586 |
124
+ | No log | 24.3333 | 146 | 0.4945 | 0.5323 | 0.4945 | 0.7032 |
125
+ | No log | 24.6667 | 148 | 0.4874 | 0.6073 | 0.4874 | 0.6982 |
126
+ | No log | 25.0 | 150 | 0.5122 | 0.6073 | 0.5122 | 0.7157 |
127
+ | No log | 25.3333 | 152 | 0.6076 | 0.4471 | 0.6076 | 0.7795 |
128
+ | No log | 25.6667 | 154 | 0.7033 | 0.4520 | 0.7033 | 0.8386 |
129
+ | No log | 26.0 | 156 | 0.7932 | 0.4637 | 0.7932 | 0.8906 |
130
+ | No log | 26.3333 | 158 | 0.7693 | 0.4260 | 0.7693 | 0.8771 |
131
+ | No log | 26.6667 | 160 | 0.6549 | 0.4539 | 0.6549 | 0.8093 |
132
+ | No log | 27.0 | 162 | 0.5983 | 0.5016 | 0.5983 | 0.7735 |
133
+ | No log | 27.3333 | 164 | 0.5997 | 0.5016 | 0.5997 | 0.7744 |
134
+ | No log | 27.6667 | 166 | 0.6370 | 0.5059 | 0.6370 | 0.7981 |
135
+ | No log | 28.0 | 168 | 0.6405 | 0.4862 | 0.6405 | 0.8003 |
136
+ | No log | 28.3333 | 170 | 0.5880 | 0.5133 | 0.5880 | 0.7668 |
137
+ | No log | 28.6667 | 172 | 0.6117 | 0.4460 | 0.6117 | 0.7821 |
138
+ | No log | 29.0 | 174 | 0.6066 | 0.4390 | 0.6066 | 0.7789 |
139
+ | No log | 29.3333 | 176 | 0.5589 | 0.4901 | 0.5589 | 0.7476 |
140
+ | No log | 29.6667 | 178 | 0.5783 | 0.4662 | 0.5783 | 0.7604 |
141
+ | No log | 30.0 | 180 | 0.6372 | 0.5231 | 0.6372 | 0.7983 |
142
+ | No log | 30.3333 | 182 | 0.6629 | 0.5076 | 0.6629 | 0.8142 |
143
+ | No log | 30.6667 | 184 | 0.6384 | 0.5140 | 0.6384 | 0.7990 |
144
+ | No log | 31.0 | 186 | 0.6134 | 0.4860 | 0.6134 | 0.7832 |
145
+ | No log | 31.3333 | 188 | 0.5394 | 0.5288 | 0.5394 | 0.7344 |
146
+ | No log | 31.6667 | 190 | 0.5298 | 0.5888 | 0.5298 | 0.7279 |
147
+ | No log | 32.0 | 192 | 0.5579 | 0.5273 | 0.5579 | 0.7469 |
148
+ | No log | 32.3333 | 194 | 0.5748 | 0.4624 | 0.5748 | 0.7582 |
149
+ | No log | 32.6667 | 196 | 0.5365 | 0.4777 | 0.5365 | 0.7325 |
150
+ | No log | 33.0 | 198 | 0.5157 | 0.5177 | 0.5157 | 0.7181 |
151
+ | No log | 33.3333 | 200 | 0.5241 | 0.5232 | 0.5241 | 0.7239 |
152
+ | No log | 33.6667 | 202 | 0.5569 | 0.4966 | 0.5569 | 0.7462 |
153
+ | No log | 34.0 | 204 | 0.6413 | 0.4700 | 0.6413 | 0.8008 |
154
+ | No log | 34.3333 | 206 | 0.6706 | 0.4700 | 0.6706 | 0.8189 |
155
+ | No log | 34.6667 | 208 | 0.6401 | 0.4550 | 0.6401 | 0.8000 |
156
+ | No log | 35.0 | 210 | 0.6075 | 0.4622 | 0.6075 | 0.7794 |
157
+ | No log | 35.3333 | 212 | 0.5634 | 0.4726 | 0.5634 | 0.7506 |
158
+ | No log | 35.6667 | 214 | 0.5566 | 0.5151 | 0.5566 | 0.7461 |
159
+ | No log | 36.0 | 216 | 0.5553 | 0.4984 | 0.5553 | 0.7452 |
160
+ | No log | 36.3333 | 218 | 0.5653 | 0.4576 | 0.5653 | 0.7519 |
161
+ | No log | 36.6667 | 220 | 0.5903 | 0.4719 | 0.5903 | 0.7683 |
162
+ | No log | 37.0 | 222 | 0.5763 | 0.4795 | 0.5763 | 0.7591 |
163
+ | No log | 37.3333 | 224 | 0.6110 | 0.4925 | 0.6110 | 0.7817 |
164
+ | No log | 37.6667 | 226 | 0.5670 | 0.5030 | 0.5670 | 0.7530 |
165
+ | No log | 38.0 | 228 | 0.5089 | 0.5488 | 0.5089 | 0.7134 |
166
+ | No log | 38.3333 | 230 | 0.4920 | 0.5505 | 0.4920 | 0.7014 |
167
+ | No log | 38.6667 | 232 | 0.5013 | 0.5488 | 0.5013 | 0.7080 |
168
+ | No log | 39.0 | 234 | 0.5532 | 0.4970 | 0.5532 | 0.7438 |
169
+ | No log | 39.3333 | 236 | 0.5957 | 0.4681 | 0.5957 | 0.7718 |
170
+ | No log | 39.6667 | 238 | 0.6539 | 0.5332 | 0.6539 | 0.8086 |
171
+ | No log | 40.0 | 240 | 0.6616 | 0.5294 | 0.6616 | 0.8134 |
172
+ | No log | 40.3333 | 242 | 0.6239 | 0.5484 | 0.6239 | 0.7899 |
173
+ | No log | 40.6667 | 244 | 0.5772 | 0.4681 | 0.5772 | 0.7597 |
174
+ | No log | 41.0 | 246 | 0.5306 | 0.5109 | 0.5306 | 0.7284 |
175
+ | No log | 41.3333 | 248 | 0.5215 | 0.4838 | 0.5215 | 0.7221 |
176
+ | No log | 41.6667 | 250 | 0.4928 | 0.5815 | 0.4928 | 0.7020 |
177
+ | No log | 42.0 | 252 | 0.4819 | 0.6039 | 0.4819 | 0.6942 |
178
+ | No log | 42.3333 | 254 | 0.4858 | 0.6254 | 0.4858 | 0.6970 |
179
+ | No log | 42.6667 | 256 | 0.5043 | 0.5626 | 0.5043 | 0.7102 |
180
+ | No log | 43.0 | 258 | 0.5424 | 0.5276 | 0.5424 | 0.7365 |
181
+ | No log | 43.3333 | 260 | 0.5554 | 0.5459 | 0.5554 | 0.7452 |
182
+ | No log | 43.6667 | 262 | 0.5864 | 0.4837 | 0.5864 | 0.7657 |
183
+ | No log | 44.0 | 264 | 0.6466 | 0.4888 | 0.6466 | 0.8041 |
184
+ | No log | 44.3333 | 266 | 0.6646 | 0.4821 | 0.6646 | 0.8152 |
185
+ | No log | 44.6667 | 268 | 0.7126 | 0.4684 | 0.7126 | 0.8441 |
186
+ | No log | 45.0 | 270 | 0.6749 | 0.4539 | 0.6749 | 0.8215 |
187
+ | No log | 45.3333 | 272 | 0.6403 | 0.4610 | 0.6403 | 0.8002 |
188
+ | No log | 45.6667 | 274 | 0.5578 | 0.4582 | 0.5578 | 0.7469 |
189
+ | No log | 46.0 | 276 | 0.5236 | 0.5517 | 0.5236 | 0.7236 |
190
+ | No log | 46.3333 | 278 | 0.5077 | 0.6129 | 0.5077 | 0.7125 |
191
+ | No log | 46.6667 | 280 | 0.4994 | 0.6046 | 0.4994 | 0.7067 |
192
+ | No log | 47.0 | 282 | 0.5097 | 0.5951 | 0.5097 | 0.7139 |
193
+ | No log | 47.3333 | 284 | 0.4922 | 0.6060 | 0.4922 | 0.7016 |
194
+ | No log | 47.6667 | 286 | 0.4766 | 0.6255 | 0.4766 | 0.6903 |
195
+ | No log | 48.0 | 288 | 0.4789 | 0.6357 | 0.4789 | 0.6920 |
196
+ | No log | 48.3333 | 290 | 0.4785 | 0.6357 | 0.4785 | 0.6918 |
197
+ | No log | 48.6667 | 292 | 0.4900 | 0.5815 | 0.4900 | 0.7000 |
198
+ | No log | 49.0 | 294 | 0.5442 | 0.4883 | 0.5442 | 0.7377 |
199
+ | No log | 49.3333 | 296 | 0.6226 | 0.4845 | 0.6226 | 0.7890 |
200
+ | No log | 49.6667 | 298 | 0.6740 | 0.5023 | 0.6740 | 0.8210 |
201
+ | No log | 50.0 | 300 | 0.6982 | 0.5007 | 0.6982 | 0.8356 |
202
+ | No log | 50.3333 | 302 | 0.6563 | 0.5076 | 0.6563 | 0.8101 |
203
+ | No log | 50.6667 | 304 | 0.6016 | 0.5056 | 0.6016 | 0.7757 |
204
+ | No log | 51.0 | 306 | 0.5953 | 0.4862 | 0.5953 | 0.7716 |
205
+ | No log | 51.3333 | 308 | 0.6069 | 0.4862 | 0.6069 | 0.7791 |
206
+ | No log | 51.6667 | 310 | 0.6111 | 0.4872 | 0.6111 | 0.7817 |
207
+ | No log | 52.0 | 312 | 0.6110 | 0.4644 | 0.6110 | 0.7816 |
208
+ | No log | 52.3333 | 314 | 0.6559 | 0.4335 | 0.6559 | 0.8098 |
209
+ | No log | 52.6667 | 316 | 0.7216 | 0.4404 | 0.7216 | 0.8495 |
210
+ | No log | 53.0 | 318 | 0.7832 | 0.4748 | 0.7832 | 0.8850 |
211
+ | No log | 53.3333 | 320 | 0.7955 | 0.4748 | 0.7955 | 0.8919 |
212
+ | No log | 53.6667 | 322 | 0.7391 | 0.4568 | 0.7391 | 0.8597 |
213
+ | No log | 54.0 | 324 | 0.6777 | 0.4404 | 0.6777 | 0.8232 |
214
+ | No log | 54.3333 | 326 | 0.6365 | 0.4408 | 0.6365 | 0.7978 |
215
+ | No log | 54.6667 | 328 | 0.5955 | 0.4889 | 0.5955 | 0.7717 |
216
+ | No log | 55.0 | 330 | 0.5745 | 0.4681 | 0.5745 | 0.7580 |
217
+ | No log | 55.3333 | 332 | 0.5802 | 0.4889 | 0.5802 | 0.7617 |
218
+ | No log | 55.6667 | 334 | 0.6123 | 0.4408 | 0.6123 | 0.7825 |
219
+ | No log | 56.0 | 336 | 0.6771 | 0.3976 | 0.6771 | 0.8228 |
220
+ | No log | 56.3333 | 338 | 0.7210 | 0.3948 | 0.7210 | 0.8491 |
221
+ | No log | 56.6667 | 340 | 0.7092 | 0.4012 | 0.7092 | 0.8421 |
222
+ | No log | 57.0 | 342 | 0.6807 | 0.3976 | 0.6807 | 0.8250 |
223
+ | No log | 57.3333 | 344 | 0.6262 | 0.4114 | 0.6262 | 0.7913 |
224
+ | No log | 57.6667 | 346 | 0.6052 | 0.4354 | 0.6052 | 0.7780 |
225
+ | No log | 58.0 | 348 | 0.6076 | 0.4354 | 0.6076 | 0.7795 |
226
+ | No log | 58.3333 | 350 | 0.6444 | 0.4335 | 0.6444 | 0.8028 |
227
+ | No log | 58.6667 | 352 | 0.6820 | 0.4335 | 0.6820 | 0.8258 |
228
+ | No log | 59.0 | 354 | 0.6752 | 0.4263 | 0.6752 | 0.8217 |
229
+ | No log | 59.3333 | 356 | 0.6965 | 0.4334 | 0.6965 | 0.8346 |
230
+ | No log | 59.6667 | 358 | 0.7191 | 0.4334 | 0.7191 | 0.8480 |
231
+ | No log | 60.0 | 360 | 0.7036 | 0.4334 | 0.7036 | 0.8388 |
232
+ | No log | 60.3333 | 362 | 0.6516 | 0.4904 | 0.6516 | 0.8072 |
233
+ | No log | 60.6667 | 364 | 0.6153 | 0.4721 | 0.6153 | 0.7844 |
234
+ | No log | 61.0 | 366 | 0.5825 | 0.4740 | 0.5825 | 0.7632 |
235
+ | No log | 61.3333 | 368 | 0.5415 | 0.4543 | 0.5415 | 0.7359 |
236
+ | No log | 61.6667 | 370 | 0.5285 | 0.4719 | 0.5285 | 0.7270 |
237
+ | No log | 62.0 | 372 | 0.5295 | 0.4640 | 0.5295 | 0.7276 |
238
+ | No log | 62.3333 | 374 | 0.5425 | 0.4601 | 0.5425 | 0.7366 |
239
+ | No log | 62.6667 | 376 | 0.5748 | 0.4601 | 0.5748 | 0.7581 |
240
+ | No log | 63.0 | 378 | 0.6210 | 0.4281 | 0.6210 | 0.7880 |
241
+ | No log | 63.3333 | 380 | 0.6477 | 0.4051 | 0.6477 | 0.8048 |
242
+ | No log | 63.6667 | 382 | 0.6347 | 0.4207 | 0.6347 | 0.7967 |
243
+ | No log | 64.0 | 384 | 0.6074 | 0.4281 | 0.6074 | 0.7794 |
244
+ | No log | 64.3333 | 386 | 0.6004 | 0.4281 | 0.6004 | 0.7749 |
245
+ | No log | 64.6667 | 388 | 0.5997 | 0.4281 | 0.5997 | 0.7744 |
246
+ | No log | 65.0 | 390 | 0.6165 | 0.4281 | 0.6165 | 0.7852 |
247
+ | No log | 65.3333 | 392 | 0.6517 | 0.4428 | 0.6517 | 0.8073 |
248
+ | No log | 65.6667 | 394 | 0.6810 | 0.4648 | 0.6810 | 0.8252 |
249
+ | No log | 66.0 | 396 | 0.6850 | 0.4648 | 0.6850 | 0.8277 |
250
+ | No log | 66.3333 | 398 | 0.6832 | 0.4648 | 0.6832 | 0.8266 |
251
+ | No log | 66.6667 | 400 | 0.6526 | 0.4354 | 0.6526 | 0.8078 |
252
+ | No log | 67.0 | 402 | 0.6131 | 0.4207 | 0.6131 | 0.7830 |
253
+ | No log | 67.3333 | 404 | 0.5939 | 0.4523 | 0.5939 | 0.7707 |
254
+ | No log | 67.6667 | 406 | 0.5868 | 0.4740 | 0.5868 | 0.7660 |
255
+ | No log | 68.0 | 408 | 0.6004 | 0.4740 | 0.6004 | 0.7748 |
256
+ | No log | 68.3333 | 410 | 0.6009 | 0.4740 | 0.6009 | 0.7752 |
257
+ | No log | 68.6667 | 412 | 0.6122 | 0.4937 | 0.6122 | 0.7825 |
258
+ | No log | 69.0 | 414 | 0.6146 | 0.4937 | 0.6146 | 0.7840 |
259
+ | No log | 69.3333 | 416 | 0.6144 | 0.4872 | 0.6144 | 0.7838 |
260
+ | No log | 69.6667 | 418 | 0.6039 | 0.4872 | 0.6039 | 0.7771 |
261
+ | No log | 70.0 | 420 | 0.5738 | 0.4951 | 0.5738 | 0.7575 |
262
+ | No log | 70.3333 | 422 | 0.5635 | 0.4889 | 0.5635 | 0.7506 |
263
+ | No log | 70.6667 | 424 | 0.5531 | 0.4758 | 0.5531 | 0.7437 |
264
+ | No log | 71.0 | 426 | 0.5573 | 0.4681 | 0.5573 | 0.7466 |
265
+ | No log | 71.3333 | 428 | 0.5685 | 0.4681 | 0.5685 | 0.7540 |
266
+ | No log | 71.6667 | 430 | 0.5670 | 0.4681 | 0.5670 | 0.7530 |
267
+ | No log | 72.0 | 432 | 0.5558 | 0.5444 | 0.5558 | 0.7455 |
268
+ | No log | 72.3333 | 434 | 0.5544 | 0.5272 | 0.5544 | 0.7445 |
269
+ | No log | 72.6667 | 436 | 0.5584 | 0.4907 | 0.5584 | 0.7473 |
270
+ | No log | 73.0 | 438 | 0.5574 | 0.4907 | 0.5574 | 0.7466 |
271
+ | No log | 73.3333 | 440 | 0.5480 | 0.4907 | 0.5480 | 0.7403 |
272
+ | No log | 73.6667 | 442 | 0.5516 | 0.4681 | 0.5516 | 0.7427 |
273
+ | No log | 74.0 | 444 | 0.5621 | 0.4889 | 0.5621 | 0.7498 |
274
+ | No log | 74.3333 | 446 | 0.5767 | 0.4951 | 0.5767 | 0.7594 |
275
+ | No log | 74.6667 | 448 | 0.5845 | 0.4872 | 0.5845 | 0.7645 |
276
+ | No log | 75.0 | 450 | 0.6039 | 0.4872 | 0.6039 | 0.7771 |
277
+ | No log | 75.3333 | 452 | 0.6375 | 0.4937 | 0.6375 | 0.7984 |
278
+ | No log | 75.6667 | 454 | 0.6625 | 0.4997 | 0.6625 | 0.8140 |
279
+ | No log | 76.0 | 456 | 0.6687 | 0.4997 | 0.6687 | 0.8177 |
280
+ | No log | 76.3333 | 458 | 0.6557 | 0.4997 | 0.6557 | 0.8098 |
281
+ | No log | 76.6667 | 460 | 0.6271 | 0.4937 | 0.6271 | 0.7919 |
282
+ | No log | 77.0 | 462 | 0.5946 | 0.4889 | 0.5946 | 0.7711 |
283
+ | No log | 77.3333 | 464 | 0.5773 | 0.4758 | 0.5773 | 0.7598 |
284
+ | No log | 77.6667 | 466 | 0.5740 | 0.4758 | 0.5740 | 0.7577 |
285
+ | No log | 78.0 | 468 | 0.5729 | 0.4758 | 0.5729 | 0.7569 |
286
+ | No log | 78.3333 | 470 | 0.5760 | 0.4624 | 0.5760 | 0.7589 |
287
+ | No log | 78.6667 | 472 | 0.5710 | 0.4699 | 0.5710 | 0.7556 |
288
+ | No log | 79.0 | 474 | 0.5750 | 0.4624 | 0.5750 | 0.7583 |
289
+ | No log | 79.3333 | 476 | 0.5781 | 0.4624 | 0.5781 | 0.7603 |
290
+ | No log | 79.6667 | 478 | 0.5788 | 0.4624 | 0.5788 | 0.7608 |
291
+ | No log | 80.0 | 480 | 0.5730 | 0.4624 | 0.5730 | 0.7570 |
292
+ | No log | 80.3333 | 482 | 0.5623 | 0.4699 | 0.5623 | 0.7499 |
293
+ | No log | 80.6667 | 484 | 0.5566 | 0.4699 | 0.5566 | 0.7461 |
294
+ | No log | 81.0 | 486 | 0.5517 | 0.4856 | 0.5517 | 0.7428 |
295
+ | No log | 81.3333 | 488 | 0.5535 | 0.4486 | 0.5535 | 0.7440 |
296
+ | No log | 81.6667 | 490 | 0.5580 | 0.4699 | 0.5580 | 0.7470 |
297
+ | No log | 82.0 | 492 | 0.5639 | 0.4681 | 0.5639 | 0.7509 |
298
+ | No log | 82.3333 | 494 | 0.5748 | 0.4740 | 0.5748 | 0.7581 |
299
+ | No log | 82.6667 | 496 | 0.5928 | 0.4872 | 0.5928 | 0.7699 |
300
+ | No log | 83.0 | 498 | 0.6054 | 0.4872 | 0.6054 | 0.7781 |
301
+ | 0.1819 | 83.3333 | 500 | 0.6120 | 0.4872 | 0.6120 | 0.7823 |
302
+ | 0.1819 | 83.6667 | 502 | 0.6178 | 0.4872 | 0.6178 | 0.7860 |
303
+ | 0.1819 | 84.0 | 504 | 0.6219 | 0.4872 | 0.6219 | 0.7886 |
304
+ | 0.1819 | 84.3333 | 506 | 0.6149 | 0.4872 | 0.6149 | 0.7841 |
305
+ | 0.1819 | 84.6667 | 508 | 0.5995 | 0.4872 | 0.5995 | 0.7743 |
306
+ | 0.1819 | 85.0 | 510 | 0.5897 | 0.4872 | 0.5897 | 0.7680 |
307
 
308
 
309
  ### Framework versions