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--- |
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library_name: transformers |
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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_FineTuningAraBERT_run1_AugV5_k5_task5_organization |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k5_task5_organization |
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This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co./aubmindlab/bert-base-arabertv02) on the None dataset. |
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It achieves the following results on the evaluation set: |
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- Loss: 0.5319 |
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- Qwk: 0.6620 |
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- Mse: 0.5319 |
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- Rmse: 0.7293 |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 2e-05 |
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- train_batch_size: 8 |
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- eval_batch_size: 8 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 100 |
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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 | 0.1333 | 2 | 4.0121 | 0.0069 | 4.0121 | 2.0030 | |
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| No log | 0.2667 | 4 | 2.1405 | 0.0450 | 2.1405 | 1.4630 | |
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| No log | 0.4 | 6 | 1.4755 | 0.0408 | 1.4755 | 1.2147 | |
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| No log | 0.5333 | 8 | 1.0516 | 0.2734 | 1.0516 | 1.0255 | |
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| No log | 0.6667 | 10 | 1.0824 | 0.1643 | 1.0824 | 1.0404 | |
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| No log | 0.8 | 12 | 1.2759 | -0.1333 | 1.2759 | 1.1295 | |
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| No log | 0.9333 | 14 | 1.4281 | -0.0777 | 1.4281 | 1.1951 | |
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| No log | 1.0667 | 16 | 1.5161 | -0.0709 | 1.5161 | 1.2313 | |
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| No log | 1.2 | 18 | 1.2867 | -0.0394 | 1.2867 | 1.1343 | |
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| No log | 1.3333 | 20 | 1.1995 | 0.0967 | 1.1995 | 1.0952 | |
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| No log | 1.4667 | 22 | 1.2540 | -0.0032 | 1.2540 | 1.1198 | |
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| No log | 1.6 | 24 | 1.1729 | 0.0820 | 1.1729 | 1.0830 | |
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| No log | 1.7333 | 26 | 1.0244 | 0.3326 | 1.0244 | 1.0121 | |
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| No log | 1.8667 | 28 | 1.0345 | 0.2697 | 1.0345 | 1.0171 | |
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| No log | 2.0 | 30 | 1.0688 | 0.2236 | 1.0688 | 1.0338 | |
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| No log | 2.1333 | 32 | 1.0751 | 0.2390 | 1.0751 | 1.0369 | |
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| No log | 2.2667 | 34 | 1.0323 | 0.2416 | 1.0323 | 1.0160 | |
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| No log | 2.4 | 36 | 1.0861 | 0.1436 | 1.0861 | 1.0422 | |
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| No log | 2.5333 | 38 | 1.0908 | 0.1436 | 1.0908 | 1.0444 | |
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| No log | 2.6667 | 40 | 0.9866 | 0.2416 | 0.9866 | 0.9933 | |
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| No log | 2.8 | 42 | 0.9687 | 0.2265 | 0.9687 | 0.9842 | |
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| No log | 2.9333 | 44 | 0.9994 | 0.3372 | 0.9994 | 0.9997 | |
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| No log | 3.0667 | 46 | 1.0022 | 0.3687 | 1.0022 | 1.0011 | |
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| No log | 3.2 | 48 | 1.1401 | 0.3863 | 1.1401 | 1.0678 | |
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| No log | 3.3333 | 50 | 1.2943 | 0.2993 | 1.2943 | 1.1377 | |
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| No log | 3.4667 | 52 | 1.1018 | 0.3502 | 1.1018 | 1.0497 | |
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| No log | 3.6 | 54 | 0.8783 | 0.4494 | 0.8783 | 0.9372 | |
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| No log | 3.7333 | 56 | 1.0112 | 0.3449 | 1.0112 | 1.0056 | |
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| No log | 3.8667 | 58 | 1.3693 | 0.0840 | 1.3693 | 1.1702 | |
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| No log | 4.0 | 60 | 1.4294 | 0.1379 | 1.4294 | 1.1956 | |
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| No log | 4.1333 | 62 | 1.1873 | 0.2857 | 1.1873 | 1.0896 | |
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| No log | 4.2667 | 64 | 0.8918 | 0.4265 | 0.8918 | 0.9443 | |
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| No log | 4.4 | 66 | 0.7505 | 0.5010 | 0.7505 | 0.8663 | |
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| No log | 4.5333 | 68 | 0.7444 | 0.5375 | 0.7444 | 0.8628 | |
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| No log | 4.6667 | 70 | 0.7857 | 0.5199 | 0.7857 | 0.8864 | |
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| No log | 4.8 | 72 | 0.9551 | 0.3624 | 0.9551 | 0.9773 | |
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| No log | 4.9333 | 74 | 0.8291 | 0.5586 | 0.8291 | 0.9105 | |
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| No log | 5.0667 | 76 | 0.7306 | 0.4850 | 0.7306 | 0.8547 | |
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| No log | 5.2 | 78 | 0.8554 | 0.5230 | 0.8554 | 0.9249 | |
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| No log | 5.3333 | 80 | 0.7357 | 0.5163 | 0.7357 | 0.8578 | |
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| No log | 5.4667 | 82 | 0.6618 | 0.5235 | 0.6618 | 0.8135 | |
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| No log | 5.6 | 84 | 0.7039 | 0.5910 | 0.7039 | 0.8390 | |
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| No log | 5.7333 | 86 | 0.6963 | 0.4708 | 0.6963 | 0.8345 | |
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| No log | 5.8667 | 88 | 0.6581 | 0.4995 | 0.6581 | 0.8112 | |
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| No log | 6.0 | 90 | 0.7346 | 0.5598 | 0.7346 | 0.8571 | |
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| No log | 6.1333 | 92 | 0.6786 | 0.5860 | 0.6786 | 0.8238 | |
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| No log | 6.2667 | 94 | 0.6124 | 0.6095 | 0.6124 | 0.7826 | |
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| No log | 6.4 | 96 | 0.5998 | 0.6306 | 0.5998 | 0.7745 | |
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| No log | 6.5333 | 98 | 0.6586 | 0.6573 | 0.6586 | 0.8115 | |
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| No log | 6.6667 | 100 | 0.6830 | 0.6395 | 0.6830 | 0.8264 | |
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| No log | 6.8 | 102 | 0.6050 | 0.7001 | 0.6050 | 0.7778 | |
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| No log | 6.9333 | 104 | 0.7241 | 0.5259 | 0.7241 | 0.8509 | |
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| No log | 7.0667 | 106 | 1.0517 | 0.4929 | 1.0517 | 1.0255 | |
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| No log | 7.2 | 108 | 0.8991 | 0.5283 | 0.8991 | 0.9482 | |
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| No log | 7.3333 | 110 | 0.6204 | 0.5876 | 0.6204 | 0.7876 | |
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| No log | 7.4667 | 112 | 0.6082 | 0.6695 | 0.6082 | 0.7799 | |
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| No log | 7.6 | 114 | 0.5754 | 0.7074 | 0.5754 | 0.7585 | |
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| No log | 7.7333 | 116 | 0.6044 | 0.6234 | 0.6044 | 0.7774 | |
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| No log | 7.8667 | 118 | 0.7455 | 0.5664 | 0.7455 | 0.8634 | |
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| No log | 8.0 | 120 | 0.7479 | 0.5821 | 0.7479 | 0.8648 | |
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| No log | 8.1333 | 122 | 0.6144 | 0.6386 | 0.6144 | 0.7838 | |
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| No log | 8.2667 | 124 | 0.6060 | 0.6345 | 0.6060 | 0.7784 | |
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| No log | 8.4 | 126 | 0.6244 | 0.6237 | 0.6244 | 0.7902 | |
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| No log | 8.5333 | 128 | 0.8180 | 0.5157 | 0.8180 | 0.9044 | |
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| No log | 8.6667 | 130 | 0.9115 | 0.4961 | 0.9115 | 0.9547 | |
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| No log | 8.8 | 132 | 0.7593 | 0.4767 | 0.7593 | 0.8714 | |
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| No log | 8.9333 | 134 | 0.6838 | 0.5438 | 0.6838 | 0.8269 | |
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| No log | 9.0667 | 136 | 0.6782 | 0.5327 | 0.6782 | 0.8235 | |
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| No log | 9.2 | 138 | 0.8244 | 0.5804 | 0.8244 | 0.9080 | |
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| No log | 9.3333 | 140 | 0.8647 | 0.5581 | 0.8647 | 0.9299 | |
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| No log | 9.4667 | 142 | 0.6710 | 0.5325 | 0.6710 | 0.8191 | |
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| No log | 9.6 | 144 | 0.6290 | 0.6055 | 0.6290 | 0.7931 | |
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| No log | 9.7333 | 146 | 0.6244 | 0.6055 | 0.6244 | 0.7902 | |
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| No log | 9.8667 | 148 | 0.6315 | 0.6234 | 0.6315 | 0.7947 | |
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| No log | 10.0 | 150 | 0.7901 | 0.6057 | 0.7901 | 0.8889 | |
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| No log | 10.1333 | 152 | 0.7441 | 0.6074 | 0.7441 | 0.8626 | |
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| No log | 10.2667 | 154 | 0.5948 | 0.6374 | 0.5948 | 0.7712 | |
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| No log | 10.4 | 156 | 0.7070 | 0.6291 | 0.7070 | 0.8408 | |
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| No log | 10.5333 | 158 | 0.7442 | 0.5745 | 0.7442 | 0.8626 | |
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| No log | 10.6667 | 160 | 0.6055 | 0.6605 | 0.6055 | 0.7781 | |
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| No log | 10.8 | 162 | 0.6192 | 0.5794 | 0.6192 | 0.7869 | |
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| No log | 10.9333 | 164 | 0.7527 | 0.5905 | 0.7527 | 0.8676 | |
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| No log | 11.0667 | 166 | 0.6687 | 0.6014 | 0.6687 | 0.8177 | |
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| No log | 11.2 | 168 | 0.5640 | 0.6667 | 0.5640 | 0.7510 | |
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| No log | 11.3333 | 170 | 0.5807 | 0.6623 | 0.5807 | 0.7620 | |
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| No log | 11.4667 | 172 | 0.5696 | 0.6335 | 0.5696 | 0.7547 | |
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| No log | 11.6 | 174 | 0.5696 | 0.6750 | 0.5696 | 0.7547 | |
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| No log | 11.7333 | 176 | 0.5664 | 0.6409 | 0.5664 | 0.7526 | |
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| No log | 11.8667 | 178 | 0.5595 | 0.6699 | 0.5595 | 0.7480 | |
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| No log | 12.0 | 180 | 0.5714 | 0.6497 | 0.5714 | 0.7559 | |
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| No log | 12.1333 | 182 | 0.5717 | 0.6393 | 0.5717 | 0.7561 | |
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| No log | 12.2667 | 184 | 0.5515 | 0.6374 | 0.5515 | 0.7426 | |
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| No log | 12.4 | 186 | 0.5841 | 0.5865 | 0.5841 | 0.7643 | |
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| No log | 12.5333 | 188 | 0.6035 | 0.6050 | 0.6035 | 0.7769 | |
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| No log | 12.6667 | 190 | 0.5787 | 0.5926 | 0.5787 | 0.7607 | |
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| No log | 12.8 | 192 | 0.5802 | 0.6051 | 0.5802 | 0.7617 | |
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| No log | 12.9333 | 194 | 0.5536 | 0.6460 | 0.5536 | 0.7440 | |
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| No log | 13.0667 | 196 | 0.5157 | 0.7409 | 0.5157 | 0.7181 | |
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| No log | 13.2 | 198 | 0.5539 | 0.6485 | 0.5539 | 0.7442 | |
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| No log | 13.3333 | 200 | 0.4963 | 0.7165 | 0.4963 | 0.7045 | |
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| No log | 13.4667 | 202 | 0.4672 | 0.7110 | 0.4672 | 0.6835 | |
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| No log | 13.6 | 204 | 0.4704 | 0.7158 | 0.4704 | 0.6859 | |
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| No log | 13.7333 | 206 | 0.4760 | 0.6748 | 0.4760 | 0.6899 | |
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| No log | 13.8667 | 208 | 0.5319 | 0.6572 | 0.5319 | 0.7293 | |
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| No log | 14.0 | 210 | 0.5973 | 0.5873 | 0.5973 | 0.7729 | |
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| No log | 14.1333 | 212 | 0.5754 | 0.6302 | 0.5754 | 0.7586 | |
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| No log | 14.2667 | 214 | 0.5846 | 0.6322 | 0.5846 | 0.7646 | |
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| No log | 14.4 | 216 | 0.6027 | 0.6435 | 0.6027 | 0.7764 | |
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| No log | 14.5333 | 218 | 0.5950 | 0.5759 | 0.5950 | 0.7714 | |
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| No log | 14.6667 | 220 | 0.6926 | 0.5598 | 0.6926 | 0.8323 | |
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| No log | 14.8 | 222 | 0.7060 | 0.5590 | 0.7060 | 0.8402 | |
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| No log | 14.9333 | 224 | 0.6087 | 0.5876 | 0.6087 | 0.7802 | |
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| No log | 15.0667 | 226 | 0.5902 | 0.5817 | 0.5902 | 0.7683 | |
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| No log | 15.2 | 228 | 0.5766 | 0.6207 | 0.5766 | 0.7593 | |
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| No log | 15.3333 | 230 | 0.5803 | 0.6018 | 0.5803 | 0.7618 | |
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| No log | 15.4667 | 232 | 0.6179 | 0.6125 | 0.6179 | 0.7861 | |
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| No log | 15.6 | 234 | 0.7473 | 0.5257 | 0.7473 | 0.8645 | |
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| No log | 15.7333 | 236 | 0.7555 | 0.5039 | 0.7555 | 0.8692 | |
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| No log | 15.8667 | 238 | 0.8393 | 0.4826 | 0.8393 | 0.9161 | |
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| No log | 16.0 | 240 | 1.0294 | 0.4228 | 1.0294 | 1.0146 | |
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| No log | 16.1333 | 242 | 0.9448 | 0.3973 | 0.9448 | 0.9720 | |
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| No log | 16.2667 | 244 | 0.6934 | 0.5138 | 0.6934 | 0.8327 | |
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| No log | 16.4 | 246 | 0.6082 | 0.6057 | 0.6082 | 0.7799 | |
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| No log | 16.5333 | 248 | 0.5950 | 0.5735 | 0.5950 | 0.7713 | |
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| No log | 16.6667 | 250 | 0.5974 | 0.5373 | 0.5974 | 0.7729 | |
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| No log | 16.8 | 252 | 0.6038 | 0.5886 | 0.6038 | 0.7770 | |
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| No log | 16.9333 | 254 | 0.6004 | 0.6187 | 0.6004 | 0.7749 | |
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| No log | 17.0667 | 256 | 0.6427 | 0.6090 | 0.6427 | 0.8017 | |
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| No log | 17.2 | 258 | 0.6524 | 0.5970 | 0.6524 | 0.8077 | |
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| No log | 17.3333 | 260 | 0.6206 | 0.6499 | 0.6206 | 0.7878 | |
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| No log | 17.4667 | 262 | 0.6026 | 0.6435 | 0.6026 | 0.7763 | |
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| No log | 17.6 | 264 | 0.6124 | 0.6076 | 0.6124 | 0.7825 | |
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| No log | 17.7333 | 266 | 0.6104 | 0.5690 | 0.6104 | 0.7813 | |
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| No log | 17.8667 | 268 | 0.6023 | 0.6105 | 0.6023 | 0.7761 | |
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| No log | 18.0 | 270 | 0.5935 | 0.6549 | 0.5935 | 0.7704 | |
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| No log | 18.1333 | 272 | 0.6049 | 0.6415 | 0.6049 | 0.7778 | |
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| No log | 18.2667 | 274 | 0.6007 | 0.6301 | 0.6007 | 0.7751 | |
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| No log | 18.4 | 276 | 0.5746 | 0.5978 | 0.5746 | 0.7580 | |
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| No log | 18.5333 | 278 | 0.5538 | 0.5921 | 0.5538 | 0.7442 | |
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| No log | 18.6667 | 280 | 0.5377 | 0.6228 | 0.5377 | 0.7333 | |
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| No log | 18.8 | 282 | 0.5058 | 0.6857 | 0.5058 | 0.7112 | |
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| No log | 18.9333 | 284 | 0.5029 | 0.6962 | 0.5029 | 0.7091 | |
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| No log | 19.0667 | 286 | 0.4965 | 0.6962 | 0.4965 | 0.7046 | |
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| No log | 19.2 | 288 | 0.4966 | 0.6962 | 0.4966 | 0.7047 | |
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| No log | 19.3333 | 290 | 0.5004 | 0.7001 | 0.5004 | 0.7074 | |
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| No log | 19.4667 | 292 | 0.5033 | 0.7001 | 0.5033 | 0.7094 | |
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| No log | 19.6 | 294 | 0.5183 | 0.6993 | 0.5183 | 0.7200 | |
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| No log | 19.7333 | 296 | 0.5118 | 0.7001 | 0.5118 | 0.7154 | |
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| No log | 19.8667 | 298 | 0.5325 | 0.6383 | 0.5325 | 0.7297 | |
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| No log | 20.0 | 300 | 0.5527 | 0.6248 | 0.5527 | 0.7434 | |
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| No log | 20.1333 | 302 | 0.5250 | 0.6374 | 0.5250 | 0.7246 | |
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| No log | 20.2667 | 304 | 0.5470 | 0.6807 | 0.5470 | 0.7396 | |
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| No log | 20.4 | 306 | 0.5785 | 0.6807 | 0.5785 | 0.7606 | |
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| No log | 20.5333 | 308 | 0.5470 | 0.6815 | 0.5470 | 0.7396 | |
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| No log | 20.6667 | 310 | 0.5703 | 0.5831 | 0.5703 | 0.7552 | |
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| No log | 20.8 | 312 | 0.6233 | 0.5699 | 0.6233 | 0.7895 | |
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| No log | 20.9333 | 314 | 0.6063 | 0.6092 | 0.6063 | 0.7787 | |
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| No log | 21.0667 | 316 | 0.5146 | 0.6838 | 0.5146 | 0.7174 | |
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| No log | 21.2 | 318 | 0.4926 | 0.7164 | 0.4926 | 0.7019 | |
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| No log | 21.3333 | 320 | 0.6147 | 0.6300 | 0.6147 | 0.7840 | |
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| No log | 21.4667 | 322 | 0.6386 | 0.5835 | 0.6386 | 0.7992 | |
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| No log | 21.6 | 324 | 0.5804 | 0.6654 | 0.5804 | 0.7619 | |
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| No log | 21.7333 | 326 | 0.5391 | 0.5666 | 0.5391 | 0.7342 | |
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| No log | 21.8667 | 328 | 0.5396 | 0.5704 | 0.5396 | 0.7346 | |
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| No log | 22.0 | 330 | 0.5383 | 0.6129 | 0.5383 | 0.7337 | |
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| No log | 22.1333 | 332 | 0.5272 | 0.6390 | 0.5272 | 0.7261 | |
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| No log | 22.2667 | 334 | 0.5411 | 0.6588 | 0.5411 | 0.7356 | |
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| No log | 22.4 | 336 | 0.6175 | 0.6295 | 0.6175 | 0.7858 | |
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| No log | 22.5333 | 338 | 0.6316 | 0.6101 | 0.6316 | 0.7947 | |
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| No log | 22.6667 | 340 | 0.6025 | 0.6051 | 0.6025 | 0.7762 | |
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| No log | 22.8 | 342 | 0.5840 | 0.6407 | 0.5840 | 0.7642 | |
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| No log | 22.9333 | 344 | 0.5864 | 0.5188 | 0.5864 | 0.7657 | |
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| No log | 23.0667 | 346 | 0.5979 | 0.5568 | 0.5979 | 0.7732 | |
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| No log | 23.2 | 348 | 0.5749 | 0.5301 | 0.5749 | 0.7583 | |
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| No log | 23.3333 | 350 | 0.5665 | 0.6407 | 0.5665 | 0.7527 | |
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| No log | 23.4667 | 352 | 0.5613 | 0.5845 | 0.5613 | 0.7492 | |
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| No log | 23.6 | 354 | 0.6211 | 0.5977 | 0.6211 | 0.7881 | |
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| No log | 23.7333 | 356 | 0.7599 | 0.5491 | 0.7599 | 0.8717 | |
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| No log | 23.8667 | 358 | 0.7348 | 0.5495 | 0.7348 | 0.8572 | |
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| No log | 24.0 | 360 | 0.6497 | 0.5782 | 0.6497 | 0.8060 | |
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| No log | 24.1333 | 362 | 0.5732 | 0.5669 | 0.5732 | 0.7571 | |
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| No log | 24.2667 | 364 | 0.5905 | 0.6122 | 0.5905 | 0.7684 | |
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| No log | 24.4 | 366 | 0.6120 | 0.6021 | 0.6120 | 0.7823 | |
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| No log | 24.5333 | 368 | 0.5852 | 0.6241 | 0.5852 | 0.7650 | |
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| No log | 24.6667 | 370 | 0.5725 | 0.6518 | 0.5725 | 0.7566 | |
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| No log | 24.8 | 372 | 0.5717 | 0.6241 | 0.5717 | 0.7561 | |
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| No log | 24.9333 | 374 | 0.5861 | 0.5763 | 0.5861 | 0.7656 | |
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| No log | 25.0667 | 376 | 0.5692 | 0.5986 | 0.5692 | 0.7544 | |
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| No log | 25.2 | 378 | 0.5601 | 0.6241 | 0.5601 | 0.7484 | |
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| No log | 25.3333 | 380 | 0.5625 | 0.6688 | 0.5625 | 0.7500 | |
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| No log | 25.4667 | 382 | 0.5724 | 0.6499 | 0.5724 | 0.7566 | |
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| No log | 25.6 | 384 | 0.5883 | 0.6377 | 0.5883 | 0.7670 | |
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| No log | 25.7333 | 386 | 0.6158 | 0.6244 | 0.6158 | 0.7847 | |
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| No log | 25.8667 | 388 | 0.6442 | 0.6244 | 0.6442 | 0.8026 | |
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| No log | 26.0 | 390 | 0.6119 | 0.6244 | 0.6119 | 0.7823 | |
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| No log | 26.1333 | 392 | 0.5540 | 0.6460 | 0.5540 | 0.7443 | |
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| No log | 26.2667 | 394 | 0.5267 | 0.6230 | 0.5267 | 0.7257 | |
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| No log | 26.4 | 396 | 0.5248 | 0.6787 | 0.5248 | 0.7244 | |
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| No log | 26.5333 | 398 | 0.5055 | 0.6978 | 0.5055 | 0.7110 | |
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| No log | 26.6667 | 400 | 0.5111 | 0.6479 | 0.5111 | 0.7149 | |
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| No log | 26.8 | 402 | 0.5614 | 0.6646 | 0.5614 | 0.7493 | |
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| No log | 26.9333 | 404 | 0.5711 | 0.6916 | 0.5711 | 0.7557 | |
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| No log | 27.0667 | 406 | 0.5579 | 0.6902 | 0.5579 | 0.7469 | |
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| No log | 27.2 | 408 | 0.5467 | 0.6161 | 0.5467 | 0.7394 | |
|
| No log | 27.3333 | 410 | 0.5475 | 0.6276 | 0.5475 | 0.7399 | |
|
| No log | 27.4667 | 412 | 0.5345 | 0.6139 | 0.5345 | 0.7311 | |
|
| No log | 27.6 | 414 | 0.5085 | 0.6950 | 0.5085 | 0.7131 | |
|
| No log | 27.7333 | 416 | 0.5218 | 0.7051 | 0.5218 | 0.7224 | |
|
| No log | 27.8667 | 418 | 0.5390 | 0.7051 | 0.5390 | 0.7342 | |
|
| No log | 28.0 | 420 | 0.5683 | 0.6539 | 0.5683 | 0.7538 | |
|
| No log | 28.1333 | 422 | 0.5992 | 0.6415 | 0.5992 | 0.7741 | |
|
| No log | 28.2667 | 424 | 0.6020 | 0.6210 | 0.6020 | 0.7759 | |
|
| No log | 28.4 | 426 | 0.6044 | 0.6444 | 0.6044 | 0.7774 | |
|
| No log | 28.5333 | 428 | 0.6084 | 0.6394 | 0.6084 | 0.7800 | |
|
| No log | 28.6667 | 430 | 0.5814 | 0.6601 | 0.5814 | 0.7625 | |
|
| No log | 28.8 | 432 | 0.5689 | 0.6601 | 0.5689 | 0.7543 | |
|
| No log | 28.9333 | 434 | 0.5527 | 0.6620 | 0.5527 | 0.7435 | |
|
| No log | 29.0667 | 436 | 0.5604 | 0.6302 | 0.5604 | 0.7486 | |
|
| No log | 29.2 | 438 | 0.5787 | 0.5359 | 0.5787 | 0.7607 | |
|
| No log | 29.3333 | 440 | 0.5624 | 0.6067 | 0.5624 | 0.7500 | |
|
| No log | 29.4667 | 442 | 0.5443 | 0.6508 | 0.5443 | 0.7378 | |
|
| No log | 29.6 | 444 | 0.5581 | 0.6620 | 0.5581 | 0.7471 | |
|
| No log | 29.7333 | 446 | 0.5841 | 0.6394 | 0.5841 | 0.7643 | |
|
| No log | 29.8667 | 448 | 0.6036 | 0.6394 | 0.6036 | 0.7769 | |
|
| No log | 30.0 | 450 | 0.5883 | 0.6769 | 0.5883 | 0.7670 | |
|
| No log | 30.1333 | 452 | 0.5650 | 0.6243 | 0.5650 | 0.7517 | |
|
| No log | 30.2667 | 454 | 0.5431 | 0.6343 | 0.5431 | 0.7369 | |
|
| No log | 30.4 | 456 | 0.5365 | 0.6685 | 0.5365 | 0.7325 | |
|
| No log | 30.5333 | 458 | 0.5069 | 0.6442 | 0.5069 | 0.7119 | |
|
| No log | 30.6667 | 460 | 0.5036 | 0.6712 | 0.5036 | 0.7096 | |
|
| No log | 30.8 | 462 | 0.5081 | 0.6880 | 0.5081 | 0.7128 | |
|
| No log | 30.9333 | 464 | 0.5110 | 0.6649 | 0.5110 | 0.7149 | |
|
| No log | 31.0667 | 466 | 0.5487 | 0.6334 | 0.5487 | 0.7408 | |
|
| No log | 31.2 | 468 | 0.5944 | 0.6308 | 0.5944 | 0.7710 | |
|
| No log | 31.3333 | 470 | 0.6059 | 0.5913 | 0.6059 | 0.7784 | |
|
| No log | 31.4667 | 472 | 0.5750 | 0.6292 | 0.5750 | 0.7583 | |
|
| No log | 31.6 | 474 | 0.5660 | 0.6681 | 0.5660 | 0.7524 | |
|
| No log | 31.7333 | 476 | 0.5597 | 0.6354 | 0.5597 | 0.7481 | |
|
| No log | 31.8667 | 478 | 0.5518 | 0.6479 | 0.5518 | 0.7428 | |
|
| No log | 32.0 | 480 | 0.5442 | 0.6535 | 0.5442 | 0.7377 | |
|
| No log | 32.1333 | 482 | 0.5363 | 0.6215 | 0.5363 | 0.7323 | |
|
| No log | 32.2667 | 484 | 0.5282 | 0.6575 | 0.5282 | 0.7268 | |
|
| No log | 32.4 | 486 | 0.5314 | 0.7009 | 0.5314 | 0.7290 | |
|
| No log | 32.5333 | 488 | 0.5594 | 0.7035 | 0.5594 | 0.7479 | |
|
| No log | 32.6667 | 490 | 0.6227 | 0.5981 | 0.6227 | 0.7891 | |
|
| No log | 32.8 | 492 | 0.6521 | 0.5860 | 0.6521 | 0.8075 | |
|
| No log | 32.9333 | 494 | 0.6376 | 0.5860 | 0.6376 | 0.7985 | |
|
| No log | 33.0667 | 496 | 0.6016 | 0.6009 | 0.6016 | 0.7756 | |
|
| No log | 33.2 | 498 | 0.5645 | 0.7035 | 0.5645 | 0.7513 | |
|
| 0.268 | 33.3333 | 500 | 0.5431 | 0.6903 | 0.5431 | 0.7369 | |
|
| 0.268 | 33.4667 | 502 | 0.5382 | 0.6575 | 0.5382 | 0.7336 | |
|
| 0.268 | 33.6 | 504 | 0.5327 | 0.6903 | 0.5327 | 0.7299 | |
|
| 0.268 | 33.7333 | 506 | 0.5355 | 0.7043 | 0.5355 | 0.7318 | |
|
| 0.268 | 33.8667 | 508 | 0.5549 | 0.7035 | 0.5549 | 0.7449 | |
|
| 0.268 | 34.0 | 510 | 0.5987 | 0.6520 | 0.5987 | 0.7738 | |
|
| 0.268 | 34.1333 | 512 | 0.5974 | 0.6691 | 0.5974 | 0.7729 | |
|
| 0.268 | 34.2667 | 514 | 0.5568 | 0.6985 | 0.5568 | 0.7462 | |
|
| 0.268 | 34.4 | 516 | 0.5250 | 0.6824 | 0.5250 | 0.7246 | |
|
| 0.268 | 34.5333 | 518 | 0.5154 | 0.6380 | 0.5154 | 0.7179 | |
|
| 0.268 | 34.6667 | 520 | 0.5138 | 0.6488 | 0.5138 | 0.7168 | |
|
| 0.268 | 34.8 | 522 | 0.5250 | 0.7101 | 0.5250 | 0.7246 | |
|
| 0.268 | 34.9333 | 524 | 0.5509 | 0.7157 | 0.5509 | 0.7422 | |
|
| 0.268 | 35.0667 | 526 | 0.5415 | 0.7101 | 0.5415 | 0.7359 | |
|
| 0.268 | 35.2 | 528 | 0.5170 | 0.6993 | 0.5170 | 0.7190 | |
|
| 0.268 | 35.3333 | 530 | 0.5086 | 0.6911 | 0.5086 | 0.7132 | |
|
| 0.268 | 35.4667 | 532 | 0.5172 | 0.6675 | 0.5172 | 0.7192 | |
|
| 0.268 | 35.6 | 534 | 0.5092 | 0.6675 | 0.5092 | 0.7136 | |
|
| 0.268 | 35.7333 | 536 | 0.4906 | 0.6770 | 0.4906 | 0.7004 | |
|
| 0.268 | 35.8667 | 538 | 0.4885 | 0.6962 | 0.4885 | 0.6989 | |
|
| 0.268 | 36.0 | 540 | 0.5149 | 0.6993 | 0.5149 | 0.7176 | |
|
| 0.268 | 36.1333 | 542 | 0.5228 | 0.6993 | 0.5228 | 0.7230 | |
|
| 0.268 | 36.2667 | 544 | 0.5029 | 0.7171 | 0.5029 | 0.7092 | |
|
| 0.268 | 36.4 | 546 | 0.5031 | 0.6681 | 0.5031 | 0.7093 | |
|
| 0.268 | 36.5333 | 548 | 0.5101 | 0.6911 | 0.5101 | 0.7142 | |
|
| 0.268 | 36.6667 | 550 | 0.4975 | 0.7186 | 0.4975 | 0.7053 | |
|
| 0.268 | 36.8 | 552 | 0.4923 | 0.7082 | 0.4923 | 0.7017 | |
|
| 0.268 | 36.9333 | 554 | 0.5038 | 0.6778 | 0.5038 | 0.7098 | |
|
| 0.268 | 37.0667 | 556 | 0.5383 | 0.6828 | 0.5383 | 0.7337 | |
|
| 0.268 | 37.2 | 558 | 0.5528 | 0.6707 | 0.5528 | 0.7435 | |
|
| 0.268 | 37.3333 | 560 | 0.5621 | 0.6648 | 0.5621 | 0.7497 | |
|
| 0.268 | 37.4667 | 562 | 0.5319 | 0.6620 | 0.5319 | 0.7293 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.44.2 |
|
- Pytorch 2.4.0+cu118 |
|
- Datasets 2.21.0 |
|
- Tokenizers 0.19.1 |
|
|
