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Arabic_FineTuningAraBERT_AugV4_k5_task2_organization_fold1

Text Classification
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bert
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  1. README.md +423 -323
  2. model.safetensors +1 -1
README.md CHANGED
@@ -4,19 +4,19 @@ 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: Arabic_FineTuningAraBERT_AugV4_k5_task2_organization_fold0
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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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- # Arabic_FineTuningAraBERT_AugV4_k5_task2_organization_fold0
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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: 0.5655
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- - Qwk: 0.5039
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  - Mse: 0.5655
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  - Rmse: 0.7520
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@@ -49,326 +49,426 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0312 | 2 | 3.5032 | 0.0 | 3.5032 | 1.8717 |
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- | No log | 0.0625 | 4 | 1.9877 | -0.0797 | 1.9877 | 1.4099 |
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- | No log | 0.0938 | 6 | 1.0065 | 0.0 | 1.0065 | 1.0032 |
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- | No log | 0.125 | 8 | 0.7158 | -0.0294 | 0.7158 | 0.8460 |
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- | No log | 0.1562 | 10 | 0.7636 | 0.0679 | 0.7636 | 0.8738 |
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- | No log | 0.1875 | 12 | 0.9152 | 0.0679 | 0.9152 | 0.9566 |
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- | No log | 0.2188 | 14 | 0.8807 | 0.0679 | 0.8807 | 0.9385 |
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- | No log | 0.25 | 16 | 1.0119 | 0.0386 | 1.0119 | 1.0059 |
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- | No log | 0.2812 | 18 | 1.2521 | 0.0900 | 1.2521 | 1.1190 |
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- | No log | 0.3125 | 20 | 0.9499 | 0.0 | 0.9499 | 0.9746 |
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- | No log | 0.3438 | 22 | 0.7415 | 0.0916 | 0.7415 | 0.8611 |
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- | No log | 0.375 | 24 | 0.7026 | -0.0418 | 0.7026 | 0.8382 |
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- | No log | 0.4062 | 26 | 0.7203 | 0.0 | 0.7203 | 0.8487 |
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- | No log | 0.4375 | 28 | 0.8246 | 0.0 | 0.8246 | 0.9081 |
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- | No log | 0.4688 | 30 | 0.9777 | 0.0 | 0.9777 | 0.9888 |
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- | No log | 0.5 | 32 | 1.1682 | 0.2814 | 1.1682 | 1.0809 |
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- | No log | 0.5312 | 34 | 1.0386 | 0.1840 | 1.0386 | 1.0191 |
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- | No log | 0.5625 | 36 | 0.8667 | 0.1637 | 0.8667 | 0.9310 |
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- | No log | 0.5938 | 38 | 0.7365 | 0.0679 | 0.7365 | 0.8582 |
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- | No log | 0.625 | 40 | 0.8173 | 0.0 | 0.8173 | 0.9041 |
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- | No log | 0.6562 | 42 | 0.7925 | 0.0 | 0.7925 | 0.8902 |
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- | No log | 0.6875 | 44 | 0.7653 | 0.0 | 0.7653 | 0.8748 |
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- | No log | 0.7188 | 46 | 0.6888 | 0.0679 | 0.6888 | 0.8299 |
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- | No log | 0.75 | 48 | 0.6057 | 0.2794 | 0.6057 | 0.7783 |
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- | No log | 0.7812 | 50 | 0.5658 | 0.2373 | 0.5658 | 0.7522 |
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- | No log | 0.8125 | 52 | 0.5554 | 0.0567 | 0.5554 | 0.7453 |
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- | No log | 0.8438 | 54 | 0.6293 | 0.4 | 0.6293 | 0.7933 |
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- | No log | 0.875 | 56 | 0.5815 | 0.3662 | 0.5815 | 0.7625 |
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- | No log | 0.9062 | 58 | 0.5987 | 0.3662 | 0.5987 | 0.7738 |
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- | No log | 0.9375 | 60 | 0.7297 | 0.3163 | 0.7297 | 0.8542 |
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- | No log | 0.9688 | 62 | 0.9030 | 0.1695 | 0.9030 | 0.9503 |
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- | No log | 1.0 | 64 | 0.9012 | 0.1866 | 0.9012 | 0.9493 |
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- | No log | 1.0312 | 66 | 0.7621 | 0.4688 | 0.7621 | 0.8730 |
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- | No log | 1.0625 | 68 | 0.6940 | 0.4483 | 0.6940 | 0.8331 |
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- | No log | 1.0938 | 70 | 1.0011 | 0.3210 | 1.0011 | 1.0005 |
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- | No log | 1.125 | 72 | 1.0282 | 0.3210 | 1.0282 | 1.0140 |
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- | No log | 1.1562 | 74 | 0.6930 | 0.4670 | 0.6930 | 0.8325 |
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- | No log | 1.1875 | 76 | 0.6890 | 0.4385 | 0.6890 | 0.8300 |
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- | No log | 1.2188 | 78 | 0.8079 | 0.4954 | 0.8079 | 0.8989 |
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- | No log | 1.25 | 80 | 0.8931 | 0.4515 | 0.8931 | 0.9450 |
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- | No log | 1.2812 | 82 | 1.0977 | 0.1201 | 1.0977 | 1.0477 |
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- | No log | 1.3125 | 84 | 1.0715 | 0.2268 | 1.0715 | 1.0351 |
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- | No log | 1.3438 | 86 | 0.8001 | 0.3731 | 0.8001 | 0.8945 |
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- | No log | 1.375 | 88 | 0.6194 | 0.4177 | 0.6194 | 0.7870 |
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- | No log | 1.4062 | 90 | 0.5433 | 0.4483 | 0.5433 | 0.7371 |
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- | No log | 1.4375 | 92 | 0.5563 | 0.4494 | 0.5563 | 0.7459 |
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- | No log | 1.4688 | 94 | 0.5867 | 0.4776 | 0.5867 | 0.7660 |
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- | No log | 1.5 | 96 | 0.6292 | 0.475 | 0.6292 | 0.7932 |
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- | No log | 1.5312 | 98 | 0.7017 | 0.4378 | 0.7017 | 0.8377 |
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- | No log | 1.5625 | 100 | 0.8699 | 0.4375 | 0.8699 | 0.9327 |
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- | No log | 1.5938 | 102 | 1.0510 | 0.2887 | 1.0510 | 1.0252 |
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- | No log | 1.625 | 104 | 0.9645 | 0.4112 | 0.9645 | 0.9821 |
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- | No log | 1.6562 | 106 | 0.7563 | 0.3198 | 0.7563 | 0.8697 |
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- | No log | 1.6875 | 108 | 0.6911 | 0.3687 | 0.6911 | 0.8313 |
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- | No log | 1.7188 | 110 | 0.6115 | 0.4637 | 0.6115 | 0.7820 |
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- | No log | 1.75 | 112 | 0.5441 | 0.3662 | 0.5441 | 0.7377 |
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- | No log | 1.7812 | 114 | 0.5398 | 0.3438 | 0.5398 | 0.7347 |
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- | No log | 1.8125 | 116 | 0.5432 | 0.3438 | 0.5432 | 0.7370 |
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- | No log | 1.8438 | 118 | 0.5502 | 0.4578 | 0.5502 | 0.7418 |
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- | No log | 1.875 | 120 | 0.6707 | 0.475 | 0.6707 | 0.8190 |
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- | No log | 1.9062 | 122 | 0.8842 | 0.4893 | 0.8842 | 0.9403 |
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- | No log | 1.9375 | 124 | 0.9887 | 0.2632 | 0.9887 | 0.9943 |
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- | No log | 1.9688 | 126 | 0.9255 | 0.3833 | 0.9255 | 0.9620 |
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- | No log | 2.0 | 128 | 0.7862 | 0.4878 | 0.7862 | 0.8867 |
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- | No log | 2.0312 | 130 | 0.7347 | 0.5258 | 0.7347 | 0.8572 |
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- | No log | 2.0625 | 132 | 0.7315 | 0.4878 | 0.7315 | 0.8553 |
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- | No log | 2.0938 | 134 | 0.6204 | 0.4637 | 0.6204 | 0.7877 |
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- | No log | 2.125 | 136 | 0.6186 | 0.4637 | 0.6186 | 0.7865 |
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- | No log | 2.1562 | 138 | 0.6038 | 0.4637 | 0.6038 | 0.7771 |
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- | No log | 2.1875 | 140 | 0.6333 | 0.4615 | 0.6333 | 0.7958 |
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- | No log | 2.2188 | 142 | 0.6441 | 0.4094 | 0.6441 | 0.8025 |
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- | No log | 2.25 | 144 | 0.6226 | 0.4831 | 0.6226 | 0.7891 |
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- | No log | 2.2812 | 146 | 0.6353 | 0.4831 | 0.6353 | 0.7971 |
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- | No log | 2.3125 | 148 | 0.6306 | 0.4000 | 0.6306 | 0.7941 |
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- | No log | 2.3438 | 150 | 0.6259 | 0.3981 | 0.6259 | 0.7912 |
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- | No log | 2.375 | 152 | 0.5995 | 0.3981 | 0.5995 | 0.7743 |
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- | No log | 2.4062 | 154 | 0.6034 | 0.3981 | 0.6034 | 0.7768 |
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- | No log | 2.4375 | 156 | 0.6323 | 0.3908 | 0.6323 | 0.7952 |
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- | No log | 2.4688 | 158 | 0.7284 | 0.4378 | 0.7284 | 0.8534 |
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- | No log | 2.5 | 160 | 0.7552 | 0.4667 | 0.7552 | 0.8690 |
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- | No log | 2.5312 | 162 | 0.6940 | 0.4378 | 0.6940 | 0.8331 |
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- | No log | 2.5625 | 164 | 0.6731 | 0.3383 | 0.6731 | 0.8204 |
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- | No log | 2.5938 | 166 | 0.6997 | 0.3679 | 0.6997 | 0.8365 |
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- | No log | 2.625 | 168 | 0.7040 | 0.4185 | 0.7040 | 0.8391 |
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- | No log | 2.6562 | 170 | 0.7256 | 0.4094 | 0.7256 | 0.8518 |
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- | No log | 2.6875 | 172 | 0.6793 | 0.3783 | 0.6793 | 0.8242 |
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- | No log | 2.7188 | 174 | 0.6241 | 0.4176 | 0.6241 | 0.7900 |
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- | No log | 2.75 | 176 | 0.6417 | 0.4381 | 0.6417 | 0.8011 |
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- | No log | 2.7812 | 178 | 0.6991 | 0.4290 | 0.6991 | 0.8361 |
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- | No log | 2.8125 | 180 | 0.7276 | 0.4566 | 0.7276 | 0.8530 |
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- | No log | 2.8438 | 182 | 0.7429 | 0.4290 | 0.7429 | 0.8619 |
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- | No log | 2.875 | 184 | 0.7136 | 0.4290 | 0.7136 | 0.8448 |
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- | No log | 2.9062 | 186 | 0.6150 | 0.3596 | 0.6150 | 0.7842 |
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- | No log | 2.9375 | 188 | 0.5993 | 0.3959 | 0.5993 | 0.7741 |
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- | No log | 2.9688 | 190 | 0.6246 | 0.3883 | 0.6246 | 0.7903 |
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- | No log | 3.0 | 192 | 0.6698 | 0.4465 | 0.6698 | 0.8184 |
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- | No log | 3.0312 | 194 | 0.7691 | 0.4465 | 0.7691 | 0.8770 |
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- | No log | 3.0625 | 196 | 0.7973 | 0.4273 | 0.7973 | 0.8929 |
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- | No log | 3.0938 | 198 | 0.8351 | 0.4811 | 0.8351 | 0.9138 |
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- | No log | 3.125 | 200 | 0.9002 | 0.4181 | 0.9002 | 0.9488 |
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- | No log | 3.1562 | 202 | 0.8521 | 0.5532 | 0.8521 | 0.9231 |
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- | No log | 3.1875 | 204 | 0.7225 | 0.4075 | 0.7225 | 0.8500 |
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- | No log | 3.2188 | 206 | 0.7755 | 0.4375 | 0.7755 | 0.8806 |
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- | No log | 3.25 | 208 | 0.8177 | 0.4202 | 0.8177 | 0.9043 |
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- | No log | 3.2812 | 210 | 0.7114 | 0.3616 | 0.7114 | 0.8434 |
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- | No log | 3.3125 | 212 | 0.5934 | 0.4064 | 0.5934 | 0.7703 |
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- | No log | 3.3438 | 214 | 0.5906 | 0.4064 | 0.5906 | 0.7685 |
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- | No log | 3.375 | 216 | 0.5840 | 0.4064 | 0.5840 | 0.7642 |
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- | No log | 3.4062 | 218 | 0.6349 | 0.3636 | 0.6349 | 0.7968 |
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- | No log | 3.4375 | 220 | 0.7097 | 0.4378 | 0.7097 | 0.8424 |
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- | No log | 3.4688 | 222 | 0.8430 | 0.4202 | 0.8430 | 0.9182 |
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- | No log | 3.5 | 224 | 0.8658 | 0.3927 | 0.8658 | 0.9305 |
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- | No log | 3.5312 | 226 | 0.8391 | 0.3927 | 0.8391 | 0.9160 |
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- | No log | 3.5625 | 228 | 0.6832 | 0.4381 | 0.6832 | 0.8266 |
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- | No log | 3.5938 | 230 | 0.6539 | 0.4064 | 0.6539 | 0.8086 |
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- | No log | 3.625 | 232 | 0.6334 | 0.2921 | 0.6334 | 0.7959 |
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- | No log | 3.6562 | 234 | 0.6258 | 0.2921 | 0.6258 | 0.7911 |
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- | No log | 3.6875 | 236 | 0.6307 | 0.4080 | 0.6307 | 0.7941 |
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- | No log | 3.7188 | 238 | 0.6077 | 0.3783 | 0.6077 | 0.7796 |
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- | No log | 3.75 | 240 | 0.6333 | 0.4080 | 0.6333 | 0.7958 |
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- | No log | 3.7812 | 242 | 0.6144 | 0.4080 | 0.6144 | 0.7838 |
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- | No log | 3.8125 | 244 | 0.5741 | 0.4167 | 0.5741 | 0.7577 |
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- | No log | 3.8438 | 246 | 0.5735 | 0.4156 | 0.5735 | 0.7573 |
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- | No log | 3.875 | 248 | 0.6475 | 0.4 | 0.6475 | 0.8047 |
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- | No log | 3.9062 | 250 | 0.7667 | 0.4202 | 0.7667 | 0.8756 |
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- | No log | 3.9375 | 252 | 0.7360 | 0.4202 | 0.7360 | 0.8579 |
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- | No log | 3.9688 | 254 | 0.6286 | 0.4286 | 0.6286 | 0.7929 |
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- | No log | 4.0 | 256 | 0.5642 | 0.3636 | 0.5642 | 0.7512 |
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- | No log | 4.0312 | 258 | 0.5342 | 0.4983 | 0.5342 | 0.7309 |
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- | No log | 4.0625 | 260 | 0.5461 | 0.4688 | 0.5461 | 0.7390 |
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- | No log | 4.0938 | 262 | 0.6323 | 0.4597 | 0.6323 | 0.7952 |
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- | No log | 4.125 | 264 | 0.6471 | 0.3903 | 0.6471 | 0.8044 |
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- | No log | 4.1562 | 266 | 0.6151 | 0.4597 | 0.6151 | 0.7843 |
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- | No log | 4.1875 | 268 | 0.6062 | 0.4597 | 0.6062 | 0.7786 |
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- | No log | 4.2188 | 270 | 0.5356 | 0.4286 | 0.5356 | 0.7319 |
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- | No log | 4.25 | 272 | 0.5191 | 0.3463 | 0.5191 | 0.7205 |
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- | No log | 4.2812 | 274 | 0.5244 | 0.3121 | 0.5244 | 0.7241 |
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- | No log | 4.3125 | 276 | 0.5743 | 0.4581 | 0.5743 | 0.7579 |
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- | No log | 4.3438 | 278 | 0.5668 | 0.3521 | 0.5668 | 0.7528 |
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- | No log | 4.375 | 280 | 0.5092 | 0.4983 | 0.5092 | 0.7136 |
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- | No log | 4.4062 | 282 | 0.5071 | 0.5024 | 0.5071 | 0.7121 |
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- | No log | 4.4375 | 284 | 0.5178 | 0.5024 | 0.5178 | 0.7196 |
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- | No log | 4.4688 | 286 | 0.5483 | 0.5024 | 0.5483 | 0.7404 |
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- | No log | 4.5 | 288 | 0.5575 | 0.5024 | 0.5575 | 0.7466 |
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- | No log | 4.5312 | 290 | 0.5445 | 0.5024 | 0.5445 | 0.7379 |
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- | No log | 4.5625 | 292 | 0.5691 | 0.5024 | 0.5691 | 0.7544 |
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- | No log | 4.5938 | 294 | 0.5672 | 0.3981 | 0.5672 | 0.7532 |
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- | No log | 4.625 | 296 | 0.5780 | 0.4000 | 0.5780 | 0.7603 |
200
- | No log | 4.6562 | 298 | 0.5608 | 0.3981 | 0.5608 | 0.7489 |
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- | No log | 4.6875 | 300 | 0.5361 | 0.5067 | 0.5361 | 0.7322 |
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- | No log | 4.7188 | 302 | 0.5193 | 0.5067 | 0.5193 | 0.7206 |
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- | No log | 4.75 | 304 | 0.5263 | 0.5617 | 0.5263 | 0.7254 |
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- | No log | 4.7812 | 306 | 0.5290 | 0.5067 | 0.5290 | 0.7273 |
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- | No log | 4.8125 | 308 | 0.6163 | 0.4474 | 0.6163 | 0.7850 |
206
- | No log | 4.8438 | 310 | 0.7883 | 0.4581 | 0.7883 | 0.8878 |
207
- | No log | 4.875 | 312 | 0.8746 | 0.3927 | 0.8746 | 0.9352 |
208
- | No log | 4.9062 | 314 | 0.8151 | 0.3927 | 0.8151 | 0.9029 |
209
- | No log | 4.9375 | 316 | 0.7512 | 0.4288 | 0.7512 | 0.8667 |
210
- | No log | 4.9688 | 318 | 0.7406 | 0.4288 | 0.7406 | 0.8606 |
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- | No log | 5.0 | 320 | 0.7131 | 0.4375 | 0.7131 | 0.8444 |
212
- | No log | 5.0312 | 322 | 0.7179 | 0.4375 | 0.7179 | 0.8473 |
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- | No log | 5.0625 | 324 | 0.6813 | 0.4803 | 0.6813 | 0.8254 |
214
- | No log | 5.0938 | 326 | 0.6478 | 0.4803 | 0.6478 | 0.8048 |
215
- | No log | 5.125 | 328 | 0.6387 | 0.5145 | 0.6387 | 0.7992 |
216
- | No log | 5.1562 | 330 | 0.6378 | 0.4803 | 0.6378 | 0.7986 |
217
- | No log | 5.1875 | 332 | 0.6094 | 0.4563 | 0.6094 | 0.7806 |
218
- | No log | 5.2188 | 334 | 0.5775 | 0.4266 | 0.5775 | 0.7600 |
219
- | No log | 5.25 | 336 | 0.5815 | 0.4266 | 0.5815 | 0.7626 |
220
- | No log | 5.2812 | 338 | 0.6232 | 0.4909 | 0.6232 | 0.7894 |
221
- | No log | 5.3125 | 340 | 0.7107 | 0.4727 | 0.7107 | 0.8430 |
222
- | No log | 5.3438 | 342 | 0.7784 | 0.4631 | 0.7784 | 0.8823 |
223
- | No log | 5.375 | 344 | 0.8127 | 0.4631 | 0.8127 | 0.9015 |
224
- | No log | 5.4062 | 346 | 0.7690 | 0.4706 | 0.7690 | 0.8769 |
225
- | No log | 5.4375 | 348 | 0.7085 | 0.4199 | 0.7085 | 0.8417 |
226
- | No log | 5.4688 | 350 | 0.7140 | 0.4451 | 0.7140 | 0.8450 |
227
- | No log | 5.5 | 352 | 0.7369 | 0.4706 | 0.7369 | 0.8584 |
228
- | No log | 5.5312 | 354 | 0.6555 | 0.5073 | 0.6555 | 0.8096 |
229
- | No log | 5.5625 | 356 | 0.5882 | 0.4538 | 0.5882 | 0.7670 |
230
- | No log | 5.5938 | 358 | 0.5532 | 0.5545 | 0.5532 | 0.7438 |
231
- | No log | 5.625 | 360 | 0.5506 | 0.5481 | 0.5506 | 0.7421 |
232
- | No log | 5.6562 | 362 | 0.5931 | 0.4803 | 0.5931 | 0.7701 |
233
- | No log | 5.6875 | 364 | 0.6528 | 0.5073 | 0.6528 | 0.8079 |
234
- | No log | 5.7188 | 366 | 0.6669 | 0.4375 | 0.6669 | 0.8166 |
235
- | No log | 5.75 | 368 | 0.6061 | 0.4803 | 0.6061 | 0.7785 |
236
- | No log | 5.7812 | 370 | 0.5740 | 0.3883 | 0.5740 | 0.7576 |
237
- | No log | 5.8125 | 372 | 0.5764 | 0.4550 | 0.5764 | 0.7592 |
238
- | No log | 5.8438 | 374 | 0.5955 | 0.4550 | 0.5955 | 0.7717 |
239
- | No log | 5.875 | 376 | 0.6168 | 0.4803 | 0.6168 | 0.7854 |
240
- | No log | 5.9062 | 378 | 0.6038 | 0.4550 | 0.6038 | 0.7770 |
241
- | No log | 5.9375 | 380 | 0.5844 | 0.5545 | 0.5844 | 0.7645 |
242
- | No log | 5.9688 | 382 | 0.5874 | 0.4550 | 0.5874 | 0.7665 |
243
- | No log | 6.0 | 384 | 0.6184 | 0.4538 | 0.6184 | 0.7864 |
244
- | No log | 6.0312 | 386 | 0.6621 | 0.4375 | 0.6621 | 0.8137 |
245
- | No log | 6.0625 | 388 | 0.6837 | 0.4648 | 0.6837 | 0.8269 |
246
- | No log | 6.0938 | 390 | 0.6338 | 0.4667 | 0.6338 | 0.7961 |
247
- | No log | 6.125 | 392 | 0.5808 | 0.4094 | 0.5808 | 0.7621 |
248
- | No log | 6.1562 | 394 | 0.5817 | 0.4094 | 0.5817 | 0.7627 |
249
- | No log | 6.1875 | 396 | 0.5955 | 0.4094 | 0.5955 | 0.7717 |
250
- | No log | 6.2188 | 398 | 0.6411 | 0.4375 | 0.6411 | 0.8007 |
251
- | No log | 6.25 | 400 | 0.6597 | 0.4375 | 0.6597 | 0.8122 |
252
- | No log | 6.2812 | 402 | 0.6485 | 0.4457 | 0.6485 | 0.8053 |
253
- | No log | 6.3125 | 404 | 0.6466 | 0.4457 | 0.6466 | 0.8041 |
254
- | No log | 6.3438 | 406 | 0.6508 | 0.4457 | 0.6508 | 0.8067 |
255
- | No log | 6.375 | 408 | 0.6255 | 0.4538 | 0.6255 | 0.7909 |
256
- | No log | 6.4062 | 410 | 0.6062 | 0.3981 | 0.6062 | 0.7786 |
257
- | No log | 6.4375 | 412 | 0.5862 | 0.3981 | 0.5862 | 0.7656 |
258
- | No log | 6.4688 | 414 | 0.5743 | 0.3981 | 0.5743 | 0.7578 |
259
- | No log | 6.5 | 416 | 0.5677 | 0.4270 | 0.5677 | 0.7535 |
260
- | No log | 6.5312 | 418 | 0.5664 | 0.4270 | 0.5664 | 0.7526 |
261
- | No log | 6.5625 | 420 | 0.5775 | 0.4563 | 0.5775 | 0.7599 |
262
- | No log | 6.5938 | 422 | 0.5806 | 0.4563 | 0.5806 | 0.7620 |
263
- | No log | 6.625 | 424 | 0.5835 | 0.4176 | 0.5835 | 0.7639 |
264
- | No log | 6.6562 | 426 | 0.5650 | 0.4563 | 0.5650 | 0.7517 |
265
- | No log | 6.6875 | 428 | 0.5646 | 0.4563 | 0.5646 | 0.7514 |
266
- | No log | 6.7188 | 430 | 0.5719 | 0.4563 | 0.5719 | 0.7562 |
267
- | No log | 6.75 | 432 | 0.6161 | 0.5073 | 0.6161 | 0.7849 |
268
- | No log | 6.7812 | 434 | 0.6487 | 0.5073 | 0.6487 | 0.8054 |
269
- | No log | 6.8125 | 436 | 0.6351 | 0.5073 | 0.6351 | 0.7970 |
270
- | No log | 6.8438 | 438 | 0.6148 | 0.5073 | 0.6148 | 0.7841 |
271
- | No log | 6.875 | 440 | 0.5695 | 0.4270 | 0.5695 | 0.7546 |
272
- | No log | 6.9062 | 442 | 0.5520 | 0.3177 | 0.5520 | 0.7429 |
273
- | No log | 6.9375 | 444 | 0.5544 | 0.3177 | 0.5544 | 0.7446 |
274
- | No log | 6.9688 | 446 | 0.5745 | 0.4861 | 0.5745 | 0.7579 |
275
- | No log | 7.0 | 448 | 0.6139 | 0.4378 | 0.6139 | 0.7835 |
276
- | No log | 7.0312 | 450 | 0.6357 | 0.4378 | 0.6357 | 0.7973 |
277
- | No log | 7.0625 | 452 | 0.6698 | 0.4648 | 0.6698 | 0.8184 |
278
- | No log | 7.0938 | 454 | 0.6961 | 0.4648 | 0.6961 | 0.8343 |
279
- | No log | 7.125 | 456 | 0.6896 | 0.4648 | 0.6896 | 0.8304 |
280
- | No log | 7.1562 | 458 | 0.6406 | 0.4375 | 0.6406 | 0.8003 |
281
- | No log | 7.1875 | 460 | 0.6119 | 0.5116 | 0.6119 | 0.7823 |
282
- | No log | 7.2188 | 462 | 0.5957 | 0.5116 | 0.5957 | 0.7718 |
283
- | No log | 7.25 | 464 | 0.6119 | 0.5073 | 0.6119 | 0.7822 |
284
- | No log | 7.2812 | 466 | 0.6584 | 0.4727 | 0.6584 | 0.8114 |
285
- | No log | 7.3125 | 468 | 0.7171 | 0.4648 | 0.7171 | 0.8468 |
286
- | No log | 7.3438 | 470 | 0.7591 | 0.4648 | 0.7591 | 0.8713 |
287
- | No log | 7.375 | 472 | 0.7596 | 0.4648 | 0.7596 | 0.8716 |
288
- | No log | 7.4062 | 474 | 0.7072 | 0.4648 | 0.7072 | 0.8410 |
289
- | No log | 7.4375 | 476 | 0.6530 | 0.4648 | 0.6530 | 0.8081 |
290
- | No log | 7.4688 | 478 | 0.6217 | 0.475 | 0.6217 | 0.7885 |
291
- | No log | 7.5 | 480 | 0.6111 | 0.5116 | 0.6111 | 0.7817 |
292
- | No log | 7.5312 | 482 | 0.6249 | 0.475 | 0.6249 | 0.7905 |
293
- | No log | 7.5625 | 484 | 0.6247 | 0.475 | 0.6247 | 0.7904 |
294
- | No log | 7.5938 | 486 | 0.6368 | 0.4648 | 0.6368 | 0.7980 |
295
- | No log | 7.625 | 488 | 0.6538 | 0.4648 | 0.6538 | 0.8086 |
296
- | No log | 7.6562 | 490 | 0.6544 | 0.4648 | 0.6544 | 0.8090 |
297
- | No log | 7.6875 | 492 | 0.6466 | 0.4648 | 0.6466 | 0.8041 |
298
- | No log | 7.7188 | 494 | 0.6173 | 0.4727 | 0.6173 | 0.7857 |
299
- | No log | 7.75 | 496 | 0.5914 | 0.4465 | 0.5914 | 0.7690 |
300
- | No log | 7.7812 | 498 | 0.6007 | 0.5073 | 0.6007 | 0.7750 |
301
- | 0.4125 | 7.8125 | 500 | 0.6250 | 0.4727 | 0.6250 | 0.7906 |
302
- | 0.4125 | 7.8438 | 502 | 0.6714 | 0.4648 | 0.6714 | 0.8194 |
303
- | 0.4125 | 7.875 | 504 | 0.6883 | 0.4648 | 0.6883 | 0.8296 |
304
- | 0.4125 | 7.9062 | 506 | 0.6720 | 0.4648 | 0.6720 | 0.8197 |
305
- | 0.4125 | 7.9375 | 508 | 0.6277 | 0.5 | 0.6277 | 0.7923 |
306
- | 0.4125 | 7.9688 | 510 | 0.5804 | 0.4563 | 0.5804 | 0.7618 |
307
- | 0.4125 | 8.0 | 512 | 0.5606 | 0.3959 | 0.5606 | 0.7487 |
308
- | 0.4125 | 8.0312 | 514 | 0.5532 | 0.3959 | 0.5532 | 0.7438 |
309
- | 0.4125 | 8.0625 | 516 | 0.5578 | 0.4167 | 0.5578 | 0.7469 |
310
- | 0.4125 | 8.0938 | 518 | 0.5776 | 0.4381 | 0.5776 | 0.7600 |
311
- | 0.4125 | 8.125 | 520 | 0.5958 | 0.4667 | 0.5958 | 0.7719 |
312
- | 0.4125 | 8.1562 | 522 | 0.6139 | 0.4648 | 0.6139 | 0.7835 |
313
- | 0.4125 | 8.1875 | 524 | 0.6397 | 0.4648 | 0.6397 | 0.7998 |
314
- | 0.4125 | 8.2188 | 526 | 0.6571 | 0.4648 | 0.6571 | 0.8106 |
315
- | 0.4125 | 8.25 | 528 | 0.6514 | 0.4648 | 0.6514 | 0.8071 |
316
- | 0.4125 | 8.2812 | 530 | 0.6320 | 0.4648 | 0.6320 | 0.7950 |
317
- | 0.4125 | 8.3125 | 532 | 0.6123 | 0.4667 | 0.6123 | 0.7825 |
318
- | 0.4125 | 8.3438 | 534 | 0.5956 | 0.4667 | 0.5956 | 0.7718 |
319
- | 0.4125 | 8.375 | 536 | 0.5679 | 0.3957 | 0.5679 | 0.7536 |
320
- | 0.4125 | 8.4062 | 538 | 0.5429 | 0.4385 | 0.5429 | 0.7368 |
321
- | 0.4125 | 8.4375 | 540 | 0.5315 | 0.4385 | 0.5315 | 0.7290 |
322
- | 0.4125 | 8.4688 | 542 | 0.5260 | 0.4385 | 0.5260 | 0.7253 |
323
- | 0.4125 | 8.5 | 544 | 0.5287 | 0.4385 | 0.5287 | 0.7271 |
324
- | 0.4125 | 8.5312 | 546 | 0.5328 | 0.4385 | 0.5328 | 0.7299 |
325
- | 0.4125 | 8.5625 | 548 | 0.5327 | 0.4385 | 0.5327 | 0.7299 |
326
- | 0.4125 | 8.5938 | 550 | 0.5449 | 0.4385 | 0.5449 | 0.7382 |
327
- | 0.4125 | 8.625 | 552 | 0.5584 | 0.3957 | 0.5584 | 0.7473 |
328
- | 0.4125 | 8.6562 | 554 | 0.5633 | 0.3957 | 0.5633 | 0.7505 |
329
- | 0.4125 | 8.6875 | 556 | 0.5644 | 0.4385 | 0.5644 | 0.7513 |
330
- | 0.4125 | 8.7188 | 558 | 0.5567 | 0.4385 | 0.5567 | 0.7461 |
331
- | 0.4125 | 8.75 | 560 | 0.5495 | 0.4578 | 0.5495 | 0.7413 |
332
- | 0.4125 | 8.7812 | 562 | 0.5486 | 0.4578 | 0.5486 | 0.7407 |
333
- | 0.4125 | 8.8125 | 564 | 0.5466 | 0.4266 | 0.5466 | 0.7393 |
334
- | 0.4125 | 8.8438 | 566 | 0.5440 | 0.4266 | 0.5440 | 0.7376 |
335
- | 0.4125 | 8.875 | 568 | 0.5487 | 0.5191 | 0.5487 | 0.7407 |
336
- | 0.4125 | 8.9062 | 570 | 0.5487 | 0.5191 | 0.5487 | 0.7407 |
337
- | 0.4125 | 8.9375 | 572 | 0.5542 | 0.4831 | 0.5542 | 0.7445 |
338
- | 0.4125 | 8.9688 | 574 | 0.5650 | 0.475 | 0.5650 | 0.7517 |
339
- | 0.4125 | 9.0 | 576 | 0.5812 | 0.5 | 0.5812 | 0.7623 |
340
- | 0.4125 | 9.0312 | 578 | 0.5885 | 0.5 | 0.5885 | 0.7672 |
341
- | 0.4125 | 9.0625 | 580 | 0.5850 | 0.5 | 0.5850 | 0.7648 |
342
- | 0.4125 | 9.0938 | 582 | 0.5818 | 0.5 | 0.5818 | 0.7628 |
343
- | 0.4125 | 9.125 | 584 | 0.5752 | 0.5 | 0.5752 | 0.7584 |
344
- | 0.4125 | 9.1562 | 586 | 0.5693 | 0.5 | 0.5693 | 0.7545 |
345
- | 0.4125 | 9.1875 | 588 | 0.5649 | 0.5347 | 0.5649 | 0.7516 |
346
- | 0.4125 | 9.2188 | 590 | 0.5644 | 0.5347 | 0.5644 | 0.7513 |
347
- | 0.4125 | 9.25 | 592 | 0.5636 | 0.5347 | 0.5636 | 0.7507 |
348
- | 0.4125 | 9.2812 | 594 | 0.5654 | 0.5 | 0.5654 | 0.7519 |
349
- | 0.4125 | 9.3125 | 596 | 0.5735 | 0.5 | 0.5735 | 0.7573 |
350
- | 0.4125 | 9.3438 | 598 | 0.5822 | 0.5 | 0.5822 | 0.7630 |
351
- | 0.4125 | 9.375 | 600 | 0.5840 | 0.5 | 0.5840 | 0.7642 |
352
- | 0.4125 | 9.4062 | 602 | 0.5877 | 0.5 | 0.5877 | 0.7666 |
353
- | 0.4125 | 9.4375 | 604 | 0.5876 | 0.5039 | 0.5876 | 0.7665 |
354
- | 0.4125 | 9.4688 | 606 | 0.5829 | 0.5039 | 0.5829 | 0.7635 |
355
- | 0.4125 | 9.5 | 608 | 0.5806 | 0.5039 | 0.5806 | 0.7620 |
356
- | 0.4125 | 9.5312 | 610 | 0.5804 | 0.5039 | 0.5804 | 0.7618 |
357
- | 0.4125 | 9.5625 | 612 | 0.5809 | 0.5039 | 0.5809 | 0.7622 |
358
- | 0.4125 | 9.5938 | 614 | 0.5761 | 0.5039 | 0.5761 | 0.7590 |
359
- | 0.4125 | 9.625 | 616 | 0.5736 | 0.5039 | 0.5736 | 0.7574 |
360
- | 0.4125 | 9.6562 | 618 | 0.5716 | 0.5039 | 0.5716 | 0.7561 |
361
- | 0.4125 | 9.6875 | 620 | 0.5718 | 0.5039 | 0.5718 | 0.7562 |
362
- | 0.4125 | 9.7188 | 622 | 0.5714 | 0.5039 | 0.5714 | 0.7559 |
363
- | 0.4125 | 9.75 | 624 | 0.5707 | 0.5039 | 0.5707 | 0.7554 |
364
- | 0.4125 | 9.7812 | 626 | 0.5704 | 0.5039 | 0.5704 | 0.7552 |
365
- | 0.4125 | 9.8125 | 628 | 0.5705 | 0.5039 | 0.5705 | 0.7553 |
366
- | 0.4125 | 9.8438 | 630 | 0.5707 | 0.5039 | 0.5707 | 0.7554 |
367
- | 0.4125 | 9.875 | 632 | 0.5694 | 0.5039 | 0.5694 | 0.7546 |
368
- | 0.4125 | 9.9062 | 634 | 0.5680 | 0.5039 | 0.5680 | 0.7537 |
369
- | 0.4125 | 9.9375 | 636 | 0.5665 | 0.5039 | 0.5665 | 0.7526 |
370
- | 0.4125 | 9.9688 | 638 | 0.5657 | 0.5039 | 0.5657 | 0.7521 |
371
- | 0.4125 | 10.0 | 640 | 0.5655 | 0.5039 | 0.5655 | 0.7520 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
372
 
373
 
374
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_FineTuningAraBERT_AugV4_k5_task2_organization_fold1
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
+ # Arabic_FineTuningAraBERT_AugV4_k5_task2_organization_fold1
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: 0.5655
19
+ - Qwk: 0.4578
20
  - Mse: 0.5655
21
  - Rmse: 0.7520
22
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0238 | 2 | 5.9282 | -0.0048 | 5.9282 | 2.4348 |
53
+ | No log | 0.0476 | 4 | 2.9069 | 0.1073 | 2.9069 | 1.7050 |
54
+ | No log | 0.0714 | 6 | 1.1504 | 0.1000 | 1.1504 | 1.0725 |
55
+ | No log | 0.0952 | 8 | 0.6077 | 0.3077 | 0.6077 | 0.7796 |
56
+ | No log | 0.1190 | 10 | 0.4613 | 0.4828 | 0.4613 | 0.6792 |
57
+ | No log | 0.1429 | 12 | 0.4482 | 0.4590 | 0.4482 | 0.6695 |
58
+ | No log | 0.1667 | 14 | 0.4588 | 0.5161 | 0.4588 | 0.6774 |
59
+ | No log | 0.1905 | 16 | 0.4303 | 0.5714 | 0.4303 | 0.6559 |
60
+ | No log | 0.2143 | 18 | 0.4426 | 0.5970 | 0.4426 | 0.6653 |
61
+ | No log | 0.2381 | 20 | 0.5411 | 0.5352 | 0.5411 | 0.7356 |
62
+ | No log | 0.2619 | 22 | 0.4898 | 0.6292 | 0.4898 | 0.6999 |
63
+ | No log | 0.2857 | 24 | 0.5430 | 0.6739 | 0.5430 | 0.7369 |
64
+ | No log | 0.3095 | 26 | 0.6399 | 0.6 | 0.6399 | 0.8000 |
65
+ | No log | 0.3333 | 28 | 0.4925 | 0.5714 | 0.4925 | 0.7018 |
66
+ | No log | 0.3571 | 30 | 0.4682 | 0.5814 | 0.4682 | 0.6843 |
67
+ | No log | 0.3810 | 32 | 0.5242 | 0.5435 | 0.5242 | 0.7240 |
68
+ | No log | 0.4048 | 34 | 0.5740 | 0.6591 | 0.5740 | 0.7576 |
69
+ | No log | 0.4286 | 36 | 0.6414 | 0.5517 | 0.6414 | 0.8009 |
70
+ | No log | 0.4524 | 38 | 0.7236 | 0.4667 | 0.7236 | 0.8507 |
71
+ | No log | 0.4762 | 40 | 0.9006 | 0.1379 | 0.9006 | 0.9490 |
72
+ | No log | 0.5 | 42 | 0.8090 | 0.4255 | 0.8090 | 0.8994 |
73
+ | No log | 0.5238 | 44 | 0.7020 | 0.4270 | 0.7020 | 0.8378 |
74
+ | No log | 0.5476 | 46 | 0.7146 | 0.5333 | 0.7146 | 0.8454 |
75
+ | No log | 0.5714 | 48 | 0.7354 | 0.5517 | 0.7354 | 0.8576 |
76
+ | No log | 0.5952 | 50 | 0.7434 | 0.5055 | 0.7434 | 0.8622 |
77
+ | No log | 0.6190 | 52 | 0.6575 | 0.4828 | 0.6575 | 0.8108 |
78
+ | No log | 0.6429 | 54 | 0.6686 | 0.5412 | 0.6686 | 0.8177 |
79
+ | No log | 0.6667 | 56 | 0.6141 | 0.5412 | 0.6141 | 0.7837 |
80
+ | No log | 0.6905 | 58 | 0.5348 | 0.4156 | 0.5348 | 0.7313 |
81
+ | No log | 0.7143 | 60 | 0.5538 | 0.4615 | 0.5538 | 0.7442 |
82
+ | No log | 0.7381 | 62 | 0.5904 | 0.4828 | 0.5904 | 0.7683 |
83
+ | No log | 0.7619 | 64 | 0.7130 | 0.4828 | 0.7130 | 0.8444 |
84
+ | No log | 0.7857 | 66 | 0.7502 | 0.4894 | 0.7502 | 0.8661 |
85
+ | No log | 0.8095 | 68 | 0.7028 | 0.5361 | 0.7028 | 0.8383 |
86
+ | No log | 0.8333 | 70 | 0.6315 | 0.4944 | 0.6315 | 0.7947 |
87
+ | No log | 0.8571 | 72 | 0.6200 | 0.4419 | 0.6200 | 0.7874 |
88
+ | No log | 0.8810 | 74 | 0.6633 | 0.4396 | 0.6633 | 0.8144 |
89
+ | No log | 0.9048 | 76 | 0.8138 | 0.4894 | 0.8138 | 0.9021 |
90
+ | No log | 0.9286 | 78 | 0.7329 | 0.4375 | 0.7329 | 0.8561 |
91
+ | No log | 0.9524 | 80 | 0.6384 | 0.4783 | 0.6384 | 0.7990 |
92
+ | No log | 0.9762 | 82 | 0.6077 | 0.5333 | 0.6077 | 0.7795 |
93
+ | No log | 1.0 | 84 | 0.6310 | 0.5714 | 0.6310 | 0.7944 |
94
+ | No log | 1.0238 | 86 | 0.6082 | 0.5714 | 0.6082 | 0.7799 |
95
+ | No log | 1.0476 | 88 | 0.6328 | 0.4783 | 0.6328 | 0.7955 |
96
+ | No log | 1.0714 | 90 | 0.6784 | 0.4396 | 0.6784 | 0.8236 |
97
+ | No log | 1.0952 | 92 | 0.6351 | 0.4396 | 0.6351 | 0.7969 |
98
+ | No log | 1.1190 | 94 | 0.5283 | 0.4828 | 0.5283 | 0.7268 |
99
+ | No log | 1.1429 | 96 | 0.5216 | 0.48 | 0.5216 | 0.7222 |
100
+ | No log | 1.1667 | 98 | 0.5229 | 0.48 | 0.5229 | 0.7231 |
101
+ | No log | 1.1905 | 100 | 0.5325 | 0.6292 | 0.5325 | 0.7297 |
102
+ | No log | 1.2143 | 102 | 0.6071 | 0.6170 | 0.6071 | 0.7792 |
103
+ | No log | 1.2381 | 104 | 0.6842 | 0.5806 | 0.6842 | 0.8272 |
104
+ | No log | 1.2619 | 106 | 0.7705 | 0.4578 | 0.7705 | 0.8778 |
105
+ | No log | 1.2857 | 108 | 0.8120 | 0.3544 | 0.8120 | 0.9011 |
106
+ | No log | 1.3095 | 110 | 0.8397 | 0.5143 | 0.8397 | 0.9163 |
107
+ | No log | 1.3333 | 112 | 0.8440 | 0.5714 | 0.8440 | 0.9187 |
108
+ | No log | 1.3571 | 114 | 0.6867 | 0.5714 | 0.6867 | 0.8287 |
109
+ | No log | 1.3810 | 116 | 0.6806 | 0.6087 | 0.6806 | 0.8250 |
110
+ | No log | 1.4048 | 118 | 0.7971 | 0.4156 | 0.7971 | 0.8928 |
111
+ | No log | 1.4286 | 120 | 0.8116 | 0.4156 | 0.8116 | 0.9009 |
112
+ | No log | 1.4524 | 122 | 0.6122 | 0.4000 | 0.6122 | 0.7824 |
113
+ | No log | 1.4762 | 124 | 0.5133 | 0.3200 | 0.5133 | 0.7165 |
114
+ | No log | 1.5 | 126 | 0.5109 | 0.2623 | 0.5109 | 0.7148 |
115
+ | No log | 1.5238 | 128 | 0.5573 | 0.3846 | 0.5573 | 0.7465 |
116
+ | No log | 1.5476 | 130 | 0.7709 | 0.4156 | 0.7709 | 0.8780 |
117
+ | No log | 1.5714 | 132 | 0.9393 | 0.1628 | 0.9393 | 0.9692 |
118
+ | No log | 1.5952 | 134 | 0.9039 | 0.2683 | 0.9039 | 0.9507 |
119
+ | No log | 1.6190 | 136 | 0.6998 | 0.4146 | 0.6998 | 0.8365 |
120
+ | No log | 1.6429 | 138 | 0.6370 | 0.3571 | 0.6370 | 0.7981 |
121
+ | No log | 1.6667 | 140 | 0.6588 | 0.3871 | 0.6588 | 0.8116 |
122
+ | No log | 1.6905 | 142 | 0.7023 | 0.3871 | 0.7023 | 0.8380 |
123
+ | No log | 1.7143 | 144 | 0.7008 | 0.4255 | 0.7008 | 0.8372 |
124
+ | No log | 1.7381 | 146 | 0.7263 | 0.5625 | 0.7263 | 0.8523 |
125
+ | No log | 1.7619 | 148 | 0.7132 | 0.5714 | 0.7132 | 0.8445 |
126
+ | No log | 1.7857 | 150 | 0.7267 | 0.5625 | 0.7267 | 0.8525 |
127
+ | No log | 1.8095 | 152 | 0.7863 | 0.3736 | 0.7863 | 0.8868 |
128
+ | No log | 1.8333 | 154 | 0.8776 | 0.4632 | 0.8776 | 0.9368 |
129
+ | No log | 1.8571 | 156 | 0.8062 | 0.4667 | 0.8062 | 0.8979 |
130
+ | No log | 1.8810 | 158 | 0.6075 | 0.3736 | 0.6075 | 0.7794 |
131
+ | No log | 1.9048 | 160 | 0.5607 | 0.2895 | 0.5607 | 0.7488 |
132
+ | No log | 1.9286 | 162 | 0.5658 | 0.2609 | 0.5658 | 0.7522 |
133
+ | No log | 1.9524 | 164 | 0.6033 | 0.3143 | 0.6033 | 0.7767 |
134
+ | No log | 1.9762 | 166 | 0.5895 | 0.3143 | 0.5895 | 0.7678 |
135
+ | No log | 2.0 | 168 | 0.5656 | 0.4000 | 0.5656 | 0.7521 |
136
+ | No log | 2.0238 | 170 | 0.6127 | 0.3478 | 0.6127 | 0.7828 |
137
+ | No log | 2.0476 | 172 | 0.6645 | 0.4255 | 0.6645 | 0.8152 |
138
+ | No log | 2.0714 | 174 | 0.6770 | 0.4 | 0.6770 | 0.8228 |
139
+ | No log | 2.0952 | 176 | 0.6666 | 0.5185 | 0.6666 | 0.8164 |
140
+ | No log | 2.1190 | 178 | 0.5794 | 0.3864 | 0.5794 | 0.7612 |
141
+ | No log | 2.1429 | 180 | 0.5750 | 0.4944 | 0.5750 | 0.7583 |
142
+ | No log | 2.1667 | 182 | 0.5611 | 0.3415 | 0.5611 | 0.7491 |
143
+ | No log | 2.1905 | 184 | 0.6576 | 0.5185 | 0.6576 | 0.8109 |
144
+ | No log | 2.2143 | 186 | 0.6775 | 0.5116 | 0.6775 | 0.8231 |
145
+ | No log | 2.2381 | 188 | 0.6874 | 0.3736 | 0.6874 | 0.8291 |
146
+ | No log | 2.2619 | 190 | 0.8192 | 0.4444 | 0.8192 | 0.9051 |
147
+ | No log | 2.2857 | 192 | 0.9563 | 0.2574 | 0.9563 | 0.9779 |
148
+ | No log | 2.3095 | 194 | 0.9901 | 0.2800 | 0.9901 | 0.9950 |
149
+ | No log | 2.3333 | 196 | 0.8447 | 0.3855 | 0.8447 | 0.9191 |
150
+ | No log | 2.3571 | 198 | 0.7676 | 0.3448 | 0.7676 | 0.8761 |
151
+ | No log | 2.3810 | 200 | 0.8022 | 0.3448 | 0.8022 | 0.8957 |
152
+ | No log | 2.4048 | 202 | 0.8133 | 0.3448 | 0.8133 | 0.9018 |
153
+ | No log | 2.4286 | 204 | 0.7833 | 0.4130 | 0.7833 | 0.8850 |
154
+ | No log | 2.4524 | 206 | 0.9486 | 0.4706 | 0.9486 | 0.9740 |
155
+ | No log | 2.4762 | 208 | 1.0148 | 0.2653 | 1.0148 | 1.0074 |
156
+ | No log | 2.5 | 210 | 0.8772 | 0.3855 | 0.8772 | 0.9366 |
157
+ | No log | 2.5238 | 212 | 0.6450 | 0.3415 | 0.6450 | 0.8031 |
158
+ | No log | 2.5476 | 214 | 0.6654 | 0.4615 | 0.6654 | 0.8157 |
159
+ | No log | 2.5714 | 216 | 0.6607 | 0.4615 | 0.6607 | 0.8129 |
160
+ | No log | 2.5952 | 218 | 0.6119 | 0.3415 | 0.6119 | 0.7822 |
161
+ | No log | 2.6190 | 220 | 0.6547 | 0.1818 | 0.6547 | 0.8091 |
162
+ | No log | 2.6429 | 222 | 0.7609 | 0.4304 | 0.7609 | 0.8723 |
163
+ | No log | 2.6667 | 224 | 0.7768 | 0.3617 | 0.7768 | 0.8814 |
164
+ | No log | 2.6905 | 226 | 0.7033 | 0.3736 | 0.7033 | 0.8386 |
165
+ | No log | 2.7143 | 228 | 0.6733 | 0.3855 | 0.6733 | 0.8205 |
166
+ | No log | 2.7381 | 230 | 0.6721 | 0.5063 | 0.6721 | 0.8198 |
167
+ | No log | 2.7619 | 232 | 0.6087 | 0.3855 | 0.6087 | 0.7802 |
168
+ | No log | 2.7857 | 234 | 0.6471 | 0.3855 | 0.6471 | 0.8044 |
169
+ | No log | 2.8095 | 236 | 0.7257 | 0.4286 | 0.7257 | 0.8519 |
170
+ | No log | 2.8333 | 238 | 0.7511 | 0.4130 | 0.7511 | 0.8666 |
171
+ | No log | 2.8571 | 240 | 0.7853 | 0.4950 | 0.7853 | 0.8862 |
172
+ | No log | 2.8810 | 242 | 0.8606 | 0.5102 | 0.8606 | 0.9277 |
173
+ | No log | 2.9048 | 244 | 0.8573 | 0.4848 | 0.8573 | 0.9259 |
174
+ | No log | 2.9286 | 246 | 0.8179 | 0.4848 | 0.8179 | 0.9044 |
175
+ | No log | 2.9524 | 248 | 0.7343 | 0.4516 | 0.7343 | 0.8569 |
176
+ | No log | 2.9762 | 250 | 0.7244 | 0.4286 | 0.7244 | 0.8511 |
177
+ | No log | 3.0 | 252 | 0.6695 | 0.4419 | 0.6695 | 0.8182 |
178
+ | No log | 3.0238 | 254 | 0.6142 | 0.3864 | 0.6142 | 0.7837 |
179
+ | No log | 3.0476 | 256 | 0.5703 | 0.3704 | 0.5703 | 0.7552 |
180
+ | No log | 3.0714 | 258 | 0.5798 | 0.3704 | 0.5798 | 0.7615 |
181
+ | No log | 3.0952 | 260 | 0.5947 | 0.4286 | 0.5947 | 0.7712 |
182
+ | No log | 3.1190 | 262 | 0.6557 | 0.5185 | 0.6557 | 0.8098 |
183
+ | No log | 3.1429 | 264 | 0.6297 | 0.4 | 0.6297 | 0.7936 |
184
+ | No log | 3.1667 | 266 | 0.6839 | 0.4894 | 0.6839 | 0.8270 |
185
+ | No log | 3.1905 | 268 | 0.7599 | 0.4894 | 0.7599 | 0.8717 |
186
+ | No log | 3.2143 | 270 | 0.7271 | 0.4516 | 0.7271 | 0.8527 |
187
+ | No log | 3.2381 | 272 | 0.6845 | 0.4516 | 0.6845 | 0.8274 |
188
+ | No log | 3.2619 | 274 | 0.6372 | 0.4944 | 0.6372 | 0.7982 |
189
+ | No log | 3.2857 | 276 | 0.6178 | 0.5063 | 0.6178 | 0.7860 |
190
+ | No log | 3.3095 | 278 | 0.5690 | 0.5063 | 0.5690 | 0.7543 |
191
+ | No log | 3.3333 | 280 | 0.5485 | 0.4545 | 0.5485 | 0.7406 |
192
+ | No log | 3.3571 | 282 | 0.5908 | 0.4 | 0.5908 | 0.7686 |
193
+ | No log | 3.3810 | 284 | 0.6237 | 0.4286 | 0.6237 | 0.7898 |
194
+ | No log | 3.4048 | 286 | 0.5815 | 0.4286 | 0.5815 | 0.7625 |
195
+ | No log | 3.4286 | 288 | 0.5752 | 0.4615 | 0.5752 | 0.7584 |
196
+ | No log | 3.4524 | 290 | 0.5720 | 0.475 | 0.5720 | 0.7563 |
197
+ | No log | 3.4762 | 292 | 0.5322 | 0.5000 | 0.5322 | 0.7296 |
198
+ | No log | 3.5 | 294 | 0.5153 | 0.5500 | 0.5153 | 0.7179 |
199
+ | No log | 3.5238 | 296 | 0.6406 | 0.4304 | 0.6406 | 0.8003 |
200
+ | No log | 3.5476 | 298 | 0.7595 | 0.4286 | 0.7595 | 0.8715 |
201
+ | No log | 3.5714 | 300 | 0.7306 | 0.4231 | 0.7306 | 0.8547 |
202
+ | No log | 3.5952 | 302 | 0.6513 | 0.5301 | 0.6513 | 0.8070 |
203
+ | No log | 3.6190 | 304 | 0.5820 | 0.5116 | 0.5820 | 0.7629 |
204
+ | No log | 3.6429 | 306 | 0.5899 | 0.5814 | 0.5899 | 0.7680 |
205
+ | No log | 3.6667 | 308 | 0.5906 | 0.5823 | 0.5906 | 0.7685 |
206
+ | No log | 3.6905 | 310 | 0.5461 | 0.5116 | 0.5461 | 0.7390 |
207
+ | No log | 3.7143 | 312 | 0.5732 | 0.5000 | 0.5732 | 0.7571 |
208
+ | No log | 3.7381 | 314 | 0.5923 | 0.4146 | 0.5923 | 0.7696 |
209
+ | No log | 3.7619 | 316 | 0.5581 | 0.4706 | 0.5581 | 0.7471 |
210
+ | No log | 3.7857 | 318 | 0.6245 | 0.5135 | 0.6245 | 0.7903 |
211
+ | No log | 3.8095 | 320 | 0.7642 | 0.4878 | 0.7642 | 0.8742 |
212
+ | No log | 3.8333 | 322 | 0.8913 | 0.3774 | 0.8913 | 0.9441 |
213
+ | No log | 3.8571 | 324 | 0.8275 | 0.4906 | 0.8275 | 0.9097 |
214
+ | No log | 3.8810 | 326 | 0.7198 | 0.5116 | 0.7198 | 0.8484 |
215
+ | No log | 3.9048 | 328 | 0.7548 | 0.3571 | 0.7548 | 0.8688 |
216
+ | No log | 3.9286 | 330 | 0.7486 | 0.3855 | 0.7486 | 0.8652 |
217
+ | No log | 3.9524 | 332 | 0.6519 | 0.3571 | 0.6519 | 0.8074 |
218
+ | No log | 3.9762 | 334 | 0.5866 | 0.4935 | 0.5866 | 0.7659 |
219
+ | No log | 4.0 | 336 | 0.6051 | 0.5217 | 0.6051 | 0.7779 |
220
+ | No log | 4.0238 | 338 | 0.6380 | 0.5217 | 0.6380 | 0.7988 |
221
+ | No log | 4.0476 | 340 | 0.6154 | 0.5063 | 0.6154 | 0.7845 |
222
+ | No log | 4.0714 | 342 | 0.5761 | 0.5385 | 0.5761 | 0.7590 |
223
+ | No log | 4.0952 | 344 | 0.6080 | 0.3571 | 0.6080 | 0.7797 |
224
+ | No log | 4.1190 | 346 | 0.6510 | 0.3415 | 0.6510 | 0.8068 |
225
+ | No log | 4.1429 | 348 | 0.6543 | 0.3415 | 0.6543 | 0.8089 |
226
+ | No log | 4.1667 | 350 | 0.6404 | 0.3133 | 0.6404 | 0.8002 |
227
+ | No log | 4.1905 | 352 | 0.6341 | 0.5116 | 0.6341 | 0.7963 |
228
+ | No log | 4.2143 | 354 | 0.6417 | 0.5618 | 0.6417 | 0.8011 |
229
+ | No log | 4.2381 | 356 | 0.6234 | 0.5714 | 0.6234 | 0.7895 |
230
+ | No log | 4.2619 | 358 | 0.5870 | 0.5714 | 0.5870 | 0.7662 |
231
+ | No log | 4.2857 | 360 | 0.5561 | 0.3571 | 0.5561 | 0.7457 |
232
+ | No log | 4.3095 | 362 | 0.6366 | 0.475 | 0.6366 | 0.7979 |
233
+ | No log | 4.3333 | 364 | 0.7353 | 0.5063 | 0.7353 | 0.8575 |
234
+ | No log | 4.3571 | 366 | 0.6923 | 0.475 | 0.6923 | 0.8320 |
235
+ | No log | 4.3810 | 368 | 0.5954 | 0.4444 | 0.5954 | 0.7716 |
236
+ | No log | 4.4048 | 370 | 0.5633 | 0.3250 | 0.5633 | 0.7506 |
237
+ | No log | 4.4286 | 372 | 0.5835 | 0.4444 | 0.5835 | 0.7639 |
238
+ | No log | 4.4524 | 374 | 0.6113 | 0.4878 | 0.6113 | 0.7819 |
239
+ | No log | 4.4762 | 376 | 0.6141 | 0.4878 | 0.6141 | 0.7836 |
240
+ | No log | 4.5 | 378 | 0.5951 | 0.4 | 0.5951 | 0.7714 |
241
+ | No log | 4.5238 | 380 | 0.6306 | 0.3855 | 0.6306 | 0.7941 |
242
+ | No log | 4.5476 | 382 | 0.6362 | 0.3855 | 0.6362 | 0.7976 |
243
+ | No log | 4.5714 | 384 | 0.5933 | 0.4 | 0.5933 | 0.7702 |
244
+ | No log | 4.5952 | 386 | 0.5880 | 0.4167 | 0.5880 | 0.7668 |
245
+ | No log | 4.6190 | 388 | 0.6254 | 0.5500 | 0.6254 | 0.7908 |
246
+ | No log | 4.6429 | 390 | 0.6517 | 0.4304 | 0.6517 | 0.8073 |
247
+ | No log | 4.6667 | 392 | 0.6921 | 0.4516 | 0.6921 | 0.8319 |
248
+ | No log | 4.6905 | 394 | 0.7067 | 0.4 | 0.7067 | 0.8407 |
249
+ | No log | 4.7143 | 396 | 0.7027 | 0.4 | 0.7027 | 0.8383 |
250
+ | No log | 4.7381 | 398 | 0.6644 | 0.4 | 0.6644 | 0.8151 |
251
+ | No log | 4.7619 | 400 | 0.6091 | 0.3684 | 0.6091 | 0.7804 |
252
+ | No log | 4.7857 | 402 | 0.5789 | 0.3662 | 0.5789 | 0.7609 |
253
+ | No log | 4.8095 | 404 | 0.5953 | 0.4000 | 0.5953 | 0.7716 |
254
+ | No log | 4.8333 | 406 | 0.5909 | 0.4000 | 0.5909 | 0.7687 |
255
+ | No log | 4.8571 | 408 | 0.5621 | 0.3662 | 0.5621 | 0.7497 |
256
+ | No log | 4.8810 | 410 | 0.5638 | 0.3662 | 0.5638 | 0.7509 |
257
+ | No log | 4.9048 | 412 | 0.5902 | 0.3684 | 0.5902 | 0.7683 |
258
+ | No log | 4.9286 | 414 | 0.6624 | 0.4 | 0.6624 | 0.8139 |
259
+ | No log | 4.9524 | 416 | 0.6974 | 0.3871 | 0.6974 | 0.8351 |
260
+ | No log | 4.9762 | 418 | 0.6897 | 0.4 | 0.6897 | 0.8305 |
261
+ | No log | 5.0 | 420 | 0.6712 | 0.4516 | 0.6712 | 0.8192 |
262
+ | No log | 5.0238 | 422 | 0.6555 | 0.4270 | 0.6555 | 0.8096 |
263
+ | No log | 5.0476 | 424 | 0.6630 | 0.4124 | 0.6630 | 0.8142 |
264
+ | No log | 5.0714 | 426 | 0.6361 | 0.4 | 0.6361 | 0.7976 |
265
+ | No log | 5.0952 | 428 | 0.6187 | 0.4419 | 0.6187 | 0.7865 |
266
+ | No log | 5.1190 | 430 | 0.6248 | 0.4828 | 0.6248 | 0.7904 |
267
+ | No log | 5.1429 | 432 | 0.6907 | 0.5161 | 0.6907 | 0.8311 |
268
+ | No log | 5.1667 | 434 | 0.8152 | 0.4466 | 0.8152 | 0.9029 |
269
+ | No log | 5.1905 | 436 | 0.8174 | 0.4466 | 0.8174 | 0.9041 |
270
+ | No log | 5.2143 | 438 | 0.7044 | 0.5161 | 0.7044 | 0.8393 |
271
+ | No log | 5.2381 | 440 | 0.6264 | 0.5517 | 0.6264 | 0.7915 |
272
+ | No log | 5.2619 | 442 | 0.6037 | 0.4419 | 0.6037 | 0.7770 |
273
+ | No log | 5.2857 | 444 | 0.5832 | 0.4419 | 0.5832 | 0.7637 |
274
+ | No log | 5.3095 | 446 | 0.5691 | 0.4878 | 0.5691 | 0.7544 |
275
+ | No log | 5.3333 | 448 | 0.5988 | 0.4578 | 0.5988 | 0.7738 |
276
+ | No log | 5.3571 | 450 | 0.6357 | 0.475 | 0.6357 | 0.7973 |
277
+ | No log | 5.3810 | 452 | 0.6398 | 0.4706 | 0.6398 | 0.7999 |
278
+ | No log | 5.4048 | 454 | 0.6578 | 0.4706 | 0.6578 | 0.8110 |
279
+ | No log | 5.4286 | 456 | 0.6638 | 0.5227 | 0.6638 | 0.8147 |
280
+ | No log | 5.4524 | 458 | 0.6485 | 0.4419 | 0.6485 | 0.8053 |
281
+ | No log | 5.4762 | 460 | 0.6280 | 0.4419 | 0.6280 | 0.7925 |
282
+ | No log | 5.5 | 462 | 0.6179 | 0.5517 | 0.6179 | 0.7861 |
283
+ | No log | 5.5238 | 464 | 0.6374 | 0.4706 | 0.6374 | 0.7984 |
284
+ | No log | 5.5476 | 466 | 0.6701 | 0.48 | 0.6701 | 0.8186 |
285
+ | No log | 5.5714 | 468 | 0.6561 | 0.48 | 0.6561 | 0.8100 |
286
+ | No log | 5.5952 | 470 | 0.6021 | 0.48 | 0.6021 | 0.7760 |
287
+ | No log | 5.6190 | 472 | 0.5794 | 0.4706 | 0.5794 | 0.7612 |
288
+ | No log | 5.6429 | 474 | 0.5611 | 0.4578 | 0.5611 | 0.7491 |
289
+ | No log | 5.6667 | 476 | 0.5426 | 0.4878 | 0.5426 | 0.7366 |
290
+ | No log | 5.6905 | 478 | 0.5314 | 0.4878 | 0.5314 | 0.7290 |
291
+ | No log | 5.7143 | 480 | 0.5420 | 0.4578 | 0.5420 | 0.7362 |
292
+ | No log | 5.7381 | 482 | 0.5794 | 0.5227 | 0.5794 | 0.7612 |
293
+ | No log | 5.7619 | 484 | 0.6125 | 0.5517 | 0.6125 | 0.7826 |
294
+ | No log | 5.7857 | 486 | 0.6237 | 0.5517 | 0.6237 | 0.7897 |
295
+ | No log | 5.8095 | 488 | 0.5943 | 0.5517 | 0.5943 | 0.7709 |
296
+ | No log | 5.8333 | 490 | 0.5595 | 0.4878 | 0.5595 | 0.7480 |
297
+ | No log | 5.8571 | 492 | 0.5524 | 0.4615 | 0.5524 | 0.7433 |
298
+ | No log | 5.8810 | 494 | 0.5209 | 0.4935 | 0.5209 | 0.7217 |
299
+ | No log | 5.9048 | 496 | 0.4969 | 0.4878 | 0.4969 | 0.7049 |
300
+ | No log | 5.9286 | 498 | 0.5010 | 0.3704 | 0.5010 | 0.7078 |
301
+ | 0.4056 | 5.9524 | 500 | 0.4968 | 0.4878 | 0.4968 | 0.7048 |
302
+ | 0.4056 | 5.9762 | 502 | 0.5103 | 0.4878 | 0.5103 | 0.7143 |
303
+ | 0.4056 | 6.0 | 504 | 0.5332 | 0.4935 | 0.5332 | 0.7302 |
304
+ | 0.4056 | 6.0238 | 506 | 0.5663 | 0.4615 | 0.5663 | 0.7525 |
305
+ | 0.4056 | 6.0476 | 508 | 0.5872 | 0.4615 | 0.5872 | 0.7663 |
306
+ | 0.4056 | 6.0714 | 510 | 0.6014 | 0.4578 | 0.6014 | 0.7755 |
307
+ | 0.4056 | 6.0952 | 512 | 0.6266 | 0.5227 | 0.6266 | 0.7916 |
308
+ | 0.4056 | 6.1190 | 514 | 0.6345 | 0.5517 | 0.6345 | 0.7966 |
309
+ | 0.4056 | 6.1429 | 516 | 0.6294 | 0.5517 | 0.6294 | 0.7933 |
310
+ | 0.4056 | 6.1667 | 518 | 0.5955 | 0.4419 | 0.5955 | 0.7717 |
311
+ | 0.4056 | 6.1905 | 520 | 0.5547 | 0.3704 | 0.5547 | 0.7448 |
312
+ | 0.4056 | 6.2143 | 522 | 0.5367 | 0.3377 | 0.5367 | 0.7326 |
313
+ | 0.4056 | 6.2381 | 524 | 0.5363 | 0.4658 | 0.5363 | 0.7323 |
314
+ | 0.4056 | 6.2619 | 526 | 0.5311 | 0.5 | 0.5311 | 0.7287 |
315
+ | 0.4056 | 6.2857 | 528 | 0.5348 | 0.3684 | 0.5348 | 0.7313 |
316
+ | 0.4056 | 6.3095 | 530 | 0.5739 | 0.3250 | 0.5739 | 0.7576 |
317
+ | 0.4056 | 6.3333 | 532 | 0.6225 | 0.4 | 0.6225 | 0.7890 |
318
+ | 0.4056 | 6.3571 | 534 | 0.6398 | 0.4 | 0.6398 | 0.7999 |
319
+ | 0.4056 | 6.3810 | 536 | 0.6476 | 0.4419 | 0.6476 | 0.8048 |
320
+ | 0.4056 | 6.4048 | 538 | 0.6602 | 0.4578 | 0.6602 | 0.8125 |
321
+ | 0.4056 | 6.4286 | 540 | 0.6605 | 0.4615 | 0.6605 | 0.8127 |
322
+ | 0.4056 | 6.4524 | 542 | 0.6561 | 0.4615 | 0.6561 | 0.8100 |
323
+ | 0.4056 | 6.4762 | 544 | 0.6205 | 0.3415 | 0.6205 | 0.7877 |
324
+ | 0.4056 | 6.5 | 546 | 0.6045 | 0.3704 | 0.6045 | 0.7775 |
325
+ | 0.4056 | 6.5238 | 548 | 0.6180 | 0.3571 | 0.6180 | 0.7861 |
326
+ | 0.4056 | 6.5476 | 550 | 0.6522 | 0.4000 | 0.6522 | 0.8076 |
327
+ | 0.4056 | 6.5714 | 552 | 0.6433 | 0.5063 | 0.6433 | 0.8020 |
328
+ | 0.4056 | 6.5952 | 554 | 0.6091 | 0.3571 | 0.6091 | 0.7805 |
329
+ | 0.4056 | 6.6190 | 556 | 0.5858 | 0.3704 | 0.5858 | 0.7654 |
330
+ | 0.4056 | 6.6429 | 558 | 0.5966 | 0.3415 | 0.5966 | 0.7724 |
331
+ | 0.4056 | 6.6667 | 560 | 0.6060 | 0.4615 | 0.6060 | 0.7784 |
332
+ | 0.4056 | 6.6905 | 562 | 0.5946 | 0.3377 | 0.5946 | 0.7711 |
333
+ | 0.4056 | 6.7143 | 564 | 0.5819 | 0.3250 | 0.5819 | 0.7628 |
334
+ | 0.4056 | 6.7381 | 566 | 0.5724 | 0.2785 | 0.5724 | 0.7566 |
335
+ | 0.4056 | 6.7619 | 568 | 0.5784 | 0.4444 | 0.5784 | 0.7605 |
336
+ | 0.4056 | 6.7857 | 570 | 0.5748 | 0.475 | 0.5748 | 0.7582 |
337
+ | 0.4056 | 6.8095 | 572 | 0.5421 | 0.3684 | 0.5421 | 0.7363 |
338
+ | 0.4056 | 6.8333 | 574 | 0.5066 | 0.3014 | 0.5066 | 0.7117 |
339
+ | 0.4056 | 6.8571 | 576 | 0.4954 | 0.3200 | 0.4954 | 0.7039 |
340
+ | 0.4056 | 6.8810 | 578 | 0.5049 | 0.3684 | 0.5049 | 0.7106 |
341
+ | 0.4056 | 6.9048 | 580 | 0.5140 | 0.4935 | 0.5140 | 0.7170 |
342
+ | 0.4056 | 6.9286 | 582 | 0.5231 | 0.5610 | 0.5231 | 0.7233 |
343
+ | 0.4056 | 6.9524 | 584 | 0.5377 | 0.5517 | 0.5377 | 0.7333 |
344
+ | 0.4056 | 6.9762 | 586 | 0.5488 | 0.5116 | 0.5488 | 0.7408 |
345
+ | 0.4056 | 7.0 | 588 | 0.5527 | 0.5517 | 0.5527 | 0.7434 |
346
+ | 0.4056 | 7.0238 | 590 | 0.5574 | 0.5610 | 0.5574 | 0.7466 |
347
+ | 0.4056 | 7.0476 | 592 | 0.5899 | 0.4615 | 0.5899 | 0.7681 |
348
+ | 0.4056 | 7.0714 | 594 | 0.6221 | 0.475 | 0.6221 | 0.7887 |
349
+ | 0.4056 | 7.0952 | 596 | 0.6326 | 0.475 | 0.6326 | 0.7954 |
350
+ | 0.4056 | 7.1190 | 598 | 0.6007 | 0.4615 | 0.6007 | 0.7751 |
351
+ | 0.4056 | 7.1429 | 600 | 0.5632 | 0.5227 | 0.5632 | 0.7505 |
352
+ | 0.4056 | 7.1667 | 602 | 0.5618 | 0.5116 | 0.5618 | 0.7495 |
353
+ | 0.4056 | 7.1905 | 604 | 0.5758 | 0.4286 | 0.5758 | 0.7588 |
354
+ | 0.4056 | 7.2143 | 606 | 0.5737 | 0.3855 | 0.5737 | 0.7574 |
355
+ | 0.4056 | 7.2381 | 608 | 0.5537 | 0.3855 | 0.5537 | 0.7441 |
356
+ | 0.4056 | 7.2619 | 610 | 0.5263 | 0.4304 | 0.5263 | 0.7255 |
357
+ | 0.4056 | 7.2857 | 612 | 0.5116 | 0.4304 | 0.5116 | 0.7153 |
358
+ | 0.4056 | 7.3095 | 614 | 0.5052 | 0.4304 | 0.5052 | 0.7108 |
359
+ | 0.4056 | 7.3333 | 616 | 0.4893 | 0.4474 | 0.4893 | 0.6995 |
360
+ | 0.4056 | 7.3571 | 618 | 0.4753 | 0.4615 | 0.4753 | 0.6894 |
361
+ | 0.4056 | 7.3810 | 620 | 0.4791 | 0.4658 | 0.4791 | 0.6922 |
362
+ | 0.4056 | 7.4048 | 622 | 0.4994 | 0.4658 | 0.4994 | 0.7067 |
363
+ | 0.4056 | 7.4286 | 624 | 0.5289 | 0.5135 | 0.5289 | 0.7273 |
364
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365
+ | 0.4056 | 7.4762 | 628 | 0.5307 | 0.4658 | 0.5307 | 0.7285 |
366
+ | 0.4056 | 7.5 | 630 | 0.5325 | 0.4615 | 0.5325 | 0.7297 |
367
+ | 0.4056 | 7.5238 | 632 | 0.5493 | 0.4615 | 0.5493 | 0.7411 |
368
+ | 0.4056 | 7.5476 | 634 | 0.5725 | 0.5517 | 0.5725 | 0.7567 |
369
+ | 0.4056 | 7.5714 | 636 | 0.5894 | 0.5517 | 0.5894 | 0.7678 |
370
+ | 0.4056 | 7.5952 | 638 | 0.5912 | 0.5517 | 0.5912 | 0.7689 |
371
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372
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373
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374
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375
+ | 0.4056 | 7.7143 | 648 | 0.4899 | 0.4615 | 0.4899 | 0.7000 |
376
+ | 0.4056 | 7.7381 | 650 | 0.4947 | 0.4615 | 0.4947 | 0.7034 |
377
+ | 0.4056 | 7.7619 | 652 | 0.5039 | 0.4935 | 0.5039 | 0.7098 |
378
+ | 0.4056 | 7.7857 | 654 | 0.5203 | 0.4935 | 0.5203 | 0.7213 |
379
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380
+ | 0.4056 | 7.8333 | 658 | 0.5726 | 0.5517 | 0.5726 | 0.7567 |
381
+ | 0.4056 | 7.8571 | 660 | 0.5856 | 0.5517 | 0.5856 | 0.7653 |
382
+ | 0.4056 | 7.8810 | 662 | 0.6004 | 0.5227 | 0.6004 | 0.7748 |
383
+ | 0.4056 | 7.9048 | 664 | 0.6105 | 0.5227 | 0.6105 | 0.7814 |
384
+ | 0.4056 | 7.9286 | 666 | 0.6107 | 0.4578 | 0.6107 | 0.7815 |
385
+ | 0.4056 | 7.9524 | 668 | 0.5973 | 0.4578 | 0.5973 | 0.7728 |
386
+ | 0.4056 | 7.9762 | 670 | 0.5838 | 0.4578 | 0.5838 | 0.7641 |
387
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388
+ | 0.4056 | 8.0238 | 674 | 0.5776 | 0.4578 | 0.5776 | 0.7600 |
389
+ | 0.4056 | 8.0476 | 676 | 0.5783 | 0.4578 | 0.5783 | 0.7605 |
390
+ | 0.4056 | 8.0714 | 678 | 0.5754 | 0.4578 | 0.5754 | 0.7585 |
391
+ | 0.4056 | 8.0952 | 680 | 0.5837 | 0.5227 | 0.5837 | 0.7640 |
392
+ | 0.4056 | 8.1190 | 682 | 0.5875 | 0.5517 | 0.5875 | 0.7665 |
393
+ | 0.4056 | 8.1429 | 684 | 0.5884 | 0.5517 | 0.5884 | 0.7671 |
394
+ | 0.4056 | 8.1667 | 686 | 0.5803 | 0.5517 | 0.5803 | 0.7617 |
395
+ | 0.4056 | 8.1905 | 688 | 0.5669 | 0.4578 | 0.5669 | 0.7529 |
396
+ | 0.4056 | 8.2143 | 690 | 0.5644 | 0.4578 | 0.5644 | 0.7512 |
397
+ | 0.4056 | 8.2381 | 692 | 0.5623 | 0.4578 | 0.5623 | 0.7499 |
398
+ | 0.4056 | 8.2619 | 694 | 0.5596 | 0.4578 | 0.5596 | 0.7481 |
399
+ | 0.4056 | 8.2857 | 696 | 0.5624 | 0.4578 | 0.5624 | 0.7499 |
400
+ | 0.4056 | 8.3095 | 698 | 0.5626 | 0.4578 | 0.5626 | 0.7500 |
401
+ | 0.4056 | 8.3333 | 700 | 0.5548 | 0.4578 | 0.5548 | 0.7448 |
402
+ | 0.4056 | 8.3571 | 702 | 0.5461 | 0.4578 | 0.5461 | 0.7390 |
403
+ | 0.4056 | 8.3810 | 704 | 0.5444 | 0.4878 | 0.5444 | 0.7378 |
404
+ | 0.4056 | 8.4048 | 706 | 0.5462 | 0.4578 | 0.5462 | 0.7391 |
405
+ | 0.4056 | 8.4286 | 708 | 0.5539 | 0.4578 | 0.5539 | 0.7442 |
406
+ | 0.4056 | 8.4524 | 710 | 0.5621 | 0.4578 | 0.5621 | 0.7498 |
407
+ | 0.4056 | 8.4762 | 712 | 0.5698 | 0.4578 | 0.5698 | 0.7549 |
408
+ | 0.4056 | 8.5 | 714 | 0.5736 | 0.4578 | 0.5736 | 0.7574 |
409
+ | 0.4056 | 8.5238 | 716 | 0.5751 | 0.4578 | 0.5751 | 0.7583 |
410
+ | 0.4056 | 8.5476 | 718 | 0.5811 | 0.4878 | 0.5811 | 0.7623 |
411
+ | 0.4056 | 8.5714 | 720 | 0.5855 | 0.4878 | 0.5855 | 0.7652 |
412
+ | 0.4056 | 8.5952 | 722 | 0.5904 | 0.4419 | 0.5904 | 0.7684 |
413
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414
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415
+ | 0.4056 | 8.6667 | 728 | 0.5779 | 0.4878 | 0.5779 | 0.7602 |
416
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417
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418
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419
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420
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421
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422
+ | 0.4056 | 8.8333 | 742 | 0.5488 | 0.4578 | 0.5488 | 0.7408 |
423
+ | 0.4056 | 8.8571 | 744 | 0.5446 | 0.4578 | 0.5446 | 0.7379 |
424
+ | 0.4056 | 8.8810 | 746 | 0.5392 | 0.4578 | 0.5392 | 0.7343 |
425
+ | 0.4056 | 8.9048 | 748 | 0.5344 | 0.4578 | 0.5344 | 0.7310 |
426
+ | 0.4056 | 8.9286 | 750 | 0.5326 | 0.4578 | 0.5326 | 0.7298 |
427
+ | 0.4056 | 8.9524 | 752 | 0.5326 | 0.4578 | 0.5326 | 0.7298 |
428
+ | 0.4056 | 8.9762 | 754 | 0.5321 | 0.4578 | 0.5321 | 0.7295 |
429
+ | 0.4056 | 9.0 | 756 | 0.5308 | 0.4578 | 0.5308 | 0.7285 |
430
+ | 0.4056 | 9.0238 | 758 | 0.5318 | 0.4578 | 0.5318 | 0.7293 |
431
+ | 0.4056 | 9.0476 | 760 | 0.5359 | 0.4578 | 0.5359 | 0.7321 |
432
+ | 0.4056 | 9.0714 | 762 | 0.5403 | 0.4578 | 0.5403 | 0.7351 |
433
+ | 0.4056 | 9.0952 | 764 | 0.5459 | 0.4578 | 0.5459 | 0.7389 |
434
+ | 0.4056 | 9.1190 | 766 | 0.5530 | 0.4578 | 0.5530 | 0.7436 |
435
+ | 0.4056 | 9.1429 | 768 | 0.5599 | 0.4578 | 0.5599 | 0.7483 |
436
+ | 0.4056 | 9.1667 | 770 | 0.5673 | 0.4578 | 0.5673 | 0.7532 |
437
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438
+ | 0.4056 | 9.2143 | 774 | 0.5827 | 0.4578 | 0.5827 | 0.7634 |
439
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440
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441
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442
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443
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444
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445
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446
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447
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448
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449
+ | 0.4056 | 9.4762 | 796 | 0.5616 | 0.4578 | 0.5616 | 0.7494 |
450
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451
+ | 0.4056 | 9.5238 | 800 | 0.5604 | 0.4578 | 0.5604 | 0.7486 |
452
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453
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454
+ | 0.4056 | 9.5952 | 806 | 0.5540 | 0.4578 | 0.5540 | 0.7443 |
455
+ | 0.4056 | 9.6190 | 808 | 0.5532 | 0.4578 | 0.5532 | 0.7437 |
456
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457
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458
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459
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460
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461
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462
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463
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464
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465
+ | 0.4056 | 9.8571 | 828 | 0.5637 | 0.4578 | 0.5637 | 0.7508 |
466
+ | 0.4056 | 9.8810 | 830 | 0.5642 | 0.4578 | 0.5642 | 0.7511 |
467
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468
+ | 0.4056 | 9.9286 | 834 | 0.5652 | 0.4578 | 0.5652 | 0.7518 |
469
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470
+ | 0.4056 | 9.9762 | 838 | 0.5656 | 0.4578 | 0.5656 | 0.7520 |
471
+ | 0.4056 | 10.0 | 840 | 0.5655 | 0.4578 | 0.5655 | 0.7520 |
472
 
473
 
474
  ### Framework versions
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