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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k12_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6217
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- - Qwk: 0.4478
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- - Mse: 0.6217
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- - Rmse: 0.7885
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  ## Model description
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@@ -47,513 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0333 | 2 | 2.5682 | -0.0593 | 2.5682 | 1.6026 |
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- | No log | 0.0667 | 4 | 1.3698 | 0.0710 | 1.3698 | 1.1704 |
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- | No log | 0.1 | 6 | 1.1916 | -0.1466 | 1.1916 | 1.0916 |
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- | No log | 0.1333 | 8 | 1.0385 | 0.0445 | 1.0385 | 1.0191 |
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- | No log | 0.1667 | 10 | 1.0411 | 0.1734 | 1.0411 | 1.0203 |
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- | No log | 0.2 | 12 | 1.0225 | 0.1709 | 1.0224 | 1.0112 |
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- | No log | 0.2333 | 14 | 0.9137 | 0.1501 | 0.9137 | 0.9559 |
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- | No log | 0.2667 | 16 | 0.7731 | 0.2007 | 0.7731 | 0.8792 |
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- | No log | 0.3 | 18 | 0.7339 | 0.0481 | 0.7339 | 0.8567 |
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- | No log | 0.3333 | 20 | 0.7562 | 0.0481 | 0.7562 | 0.8696 |
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- | No log | 0.3667 | 22 | 0.7322 | 0.0889 | 0.7322 | 0.8557 |
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- | No log | 0.4 | 24 | 0.7924 | 0.0608 | 0.7924 | 0.8902 |
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- | No log | 0.4333 | 26 | 0.8011 | 0.0643 | 0.8011 | 0.8950 |
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- | No log | 0.4667 | 28 | 0.8008 | 0.0840 | 0.8008 | 0.8949 |
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- | No log | 0.5 | 30 | 0.8571 | 0.0 | 0.8571 | 0.9258 |
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- | No log | 0.5333 | 32 | 0.8518 | 0.0481 | 0.8518 | 0.9229 |
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- | No log | 0.5667 | 34 | 0.8693 | 0.0078 | 0.8693 | 0.9324 |
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- | No log | 0.6 | 36 | 0.8565 | 0.0952 | 0.8565 | 0.9255 |
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- | No log | 0.6333 | 38 | 0.8202 | 0.1586 | 0.8202 | 0.9056 |
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- | No log | 0.6667 | 40 | 0.7881 | 0.2353 | 0.7881 | 0.8878 |
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- | No log | 0.7 | 42 | 0.7711 | 0.1479 | 0.7711 | 0.8781 |
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- | No log | 0.7333 | 44 | 0.7651 | 0.1942 | 0.7651 | 0.8747 |
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- | No log | 0.7667 | 46 | 0.8160 | 0.0535 | 0.8160 | 0.9033 |
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- | No log | 0.8 | 48 | 0.7687 | 0.0423 | 0.7687 | 0.8768 |
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- | No log | 0.8333 | 50 | 0.7440 | 0.1009 | 0.7440 | 0.8625 |
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- | No log | 0.8667 | 52 | 0.7958 | 0.1723 | 0.7958 | 0.8921 |
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- | No log | 0.9 | 54 | 0.8273 | 0.1813 | 0.8273 | 0.9096 |
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- | No log | 0.9333 | 56 | 0.7969 | 0.1813 | 0.7969 | 0.8927 |
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- | No log | 0.9667 | 58 | 0.7953 | 0.1867 | 0.7953 | 0.8918 |
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- | No log | 1.0 | 60 | 0.7667 | 0.2711 | 0.7667 | 0.8756 |
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- | No log | 1.0333 | 62 | 0.8532 | 0.2381 | 0.8532 | 0.9237 |
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- | No log | 1.0667 | 64 | 0.8574 | 0.1697 | 0.8574 | 0.9260 |
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- | No log | 1.1 | 66 | 0.7901 | 0.1263 | 0.7901 | 0.8889 |
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- | No log | 1.1333 | 68 | 0.7349 | 0.1498 | 0.7349 | 0.8572 |
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- | No log | 1.1667 | 70 | 0.7492 | 0.0968 | 0.7492 | 0.8655 |
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- | No log | 1.2 | 72 | 0.7336 | 0.0968 | 0.7336 | 0.8565 |
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- | No log | 1.2333 | 74 | 0.7099 | 0.1011 | 0.7099 | 0.8425 |
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- | No log | 1.2667 | 76 | 0.7668 | 0.1941 | 0.7668 | 0.8756 |
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- | No log | 1.3 | 78 | 0.9552 | 0.3466 | 0.9552 | 0.9774 |
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- | No log | 1.3333 | 80 | 0.9859 | 0.3385 | 0.9859 | 0.9929 |
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- | No log | 1.3667 | 82 | 1.1112 | 0.1797 | 1.1112 | 1.0542 |
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- | No log | 1.4 | 84 | 1.1110 | 0.1521 | 1.1110 | 1.0541 |
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- | No log | 1.4333 | 86 | 0.9434 | 0.2222 | 0.9434 | 0.9713 |
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- | No log | 1.4667 | 88 | 0.7726 | 0.2550 | 0.7726 | 0.8790 |
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- | No log | 1.5 | 90 | 0.7253 | 0.1887 | 0.7253 | 0.8516 |
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- | No log | 1.5333 | 92 | 0.6994 | 0.2205 | 0.6994 | 0.8363 |
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- | No log | 1.5667 | 94 | 0.6958 | 0.3170 | 0.6958 | 0.8341 |
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- | No log | 1.6 | 96 | 0.7093 | 0.3481 | 0.7093 | 0.8422 |
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- | No log | 1.6333 | 98 | 0.7556 | 0.3174 | 0.7556 | 0.8692 |
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- | No log | 1.6667 | 100 | 0.8369 | 0.3477 | 0.8369 | 0.9148 |
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- | No log | 1.7 | 102 | 0.9445 | 0.2875 | 0.9445 | 0.9719 |
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- | No log | 1.7333 | 104 | 0.9103 | 0.2672 | 0.9103 | 0.9541 |
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- | No log | 1.7667 | 106 | 0.8597 | 0.2612 | 0.8597 | 0.9272 |
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- | No log | 1.8 | 108 | 0.9191 | 0.2672 | 0.9191 | 0.9587 |
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- | No log | 1.8333 | 110 | 0.9383 | 0.2672 | 0.9383 | 0.9686 |
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- | No log | 1.8667 | 112 | 0.8700 | 0.2642 | 0.8700 | 0.9327 |
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- | No log | 1.9 | 114 | 0.7517 | 0.0822 | 0.7517 | 0.8670 |
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- | No log | 1.9333 | 116 | 0.7309 | 0.2243 | 0.7309 | 0.8549 |
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- | No log | 1.9667 | 118 | 0.7477 | 0.1580 | 0.7477 | 0.8647 |
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- | No log | 2.0 | 120 | 0.7918 | 0.1979 | 0.7918 | 0.8898 |
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- | No log | 2.0333 | 122 | 0.8326 | 0.1996 | 0.8326 | 0.9125 |
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- | No log | 2.0667 | 124 | 0.8614 | 0.2612 | 0.8614 | 0.9281 |
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- | No log | 2.1 | 126 | 0.8372 | 0.2292 | 0.8372 | 0.9150 |
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- | No log | 2.1333 | 128 | 0.7917 | 0.1538 | 0.7917 | 0.8898 |
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- | No log | 2.1667 | 130 | 0.7866 | 0.1548 | 0.7866 | 0.8869 |
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- | No log | 2.2 | 132 | 0.8311 | 0.1304 | 0.8311 | 0.9116 |
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- | No log | 2.2333 | 134 | 0.8585 | 0.1673 | 0.8585 | 0.9266 |
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- | No log | 2.2667 | 136 | 0.7962 | 0.1714 | 0.7962 | 0.8923 |
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- | No log | 2.3 | 138 | 0.7365 | 0.2641 | 0.7365 | 0.8582 |
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- | No log | 2.3333 | 140 | 0.7374 | 0.2947 | 0.7374 | 0.8587 |
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- | No log | 2.3667 | 142 | 0.7579 | 0.2548 | 0.7579 | 0.8706 |
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- | No log | 2.4 | 144 | 0.8007 | 0.3451 | 0.8007 | 0.8948 |
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- | No log | 2.4333 | 146 | 0.7934 | 0.3451 | 0.7934 | 0.8907 |
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- | No log | 2.4667 | 148 | 0.7406 | 0.3399 | 0.7406 | 0.8606 |
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- | No log | 2.5 | 150 | 0.6862 | 0.2901 | 0.6862 | 0.8284 |
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- | No log | 2.5333 | 152 | 0.7417 | 0.3985 | 0.7417 | 0.8612 |
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- | No log | 2.5667 | 154 | 0.7847 | 0.4093 | 0.7847 | 0.8858 |
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- | No log | 2.6 | 156 | 0.7489 | 0.4270 | 0.7489 | 0.8654 |
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- | No log | 2.6333 | 158 | 0.7184 | 0.4352 | 0.7184 | 0.8476 |
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- | No log | 2.6667 | 160 | 0.6970 | 0.4352 | 0.6970 | 0.8349 |
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- | No log | 2.7 | 162 | 0.7323 | 0.4100 | 0.7323 | 0.8558 |
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- | No log | 2.7333 | 164 | 0.7213 | 0.3572 | 0.7213 | 0.8493 |
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- | No log | 2.7667 | 166 | 0.6580 | 0.4147 | 0.6580 | 0.8111 |
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- | No log | 2.8 | 168 | 0.6260 | 0.3454 | 0.6260 | 0.7912 |
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- | No log | 2.8333 | 170 | 0.6320 | 0.3363 | 0.6320 | 0.7950 |
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- | No log | 2.8667 | 172 | 0.6849 | 0.3671 | 0.6849 | 0.8276 |
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- | No log | 2.9 | 174 | 0.6700 | 0.3578 | 0.6700 | 0.8185 |
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- | No log | 2.9333 | 176 | 0.6956 | 0.4377 | 0.6956 | 0.8340 |
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- | No log | 2.9667 | 178 | 0.7125 | 0.3247 | 0.7125 | 0.8441 |
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- | No log | 3.0 | 180 | 0.7964 | 0.3327 | 0.7964 | 0.8924 |
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- | No log | 3.0333 | 182 | 0.7770 | 0.3087 | 0.7770 | 0.8815 |
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- | No log | 3.0667 | 184 | 0.7218 | 0.2709 | 0.7218 | 0.8496 |
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- | No log | 3.1 | 186 | 0.6966 | 0.4455 | 0.6966 | 0.8346 |
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- | No log | 3.1333 | 188 | 0.6861 | 0.4125 | 0.6861 | 0.8283 |
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- | No log | 3.1667 | 190 | 0.6779 | 0.4067 | 0.6779 | 0.8234 |
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- | No log | 3.2 | 192 | 0.6811 | 0.4397 | 0.6811 | 0.8253 |
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- | No log | 3.2333 | 194 | 0.7526 | 0.4542 | 0.7526 | 0.8675 |
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- | No log | 3.2667 | 196 | 0.7806 | 0.4625 | 0.7806 | 0.8835 |
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- | No log | 3.3 | 198 | 0.7439 | 0.2980 | 0.7439 | 0.8625 |
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- | No log | 3.3333 | 200 | 0.7388 | 0.3769 | 0.7388 | 0.8595 |
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- | No log | 3.3667 | 202 | 0.7525 | 0.4367 | 0.7525 | 0.8674 |
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- | No log | 3.4 | 204 | 0.7411 | 0.3425 | 0.7411 | 0.8609 |
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- | No log | 3.4333 | 206 | 0.7477 | 0.4426 | 0.7477 | 0.8647 |
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- | No log | 3.4667 | 208 | 0.7410 | 0.4681 | 0.7410 | 0.8608 |
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- | No log | 3.5 | 210 | 0.7552 | 0.4340 | 0.7552 | 0.8690 |
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- | No log | 3.5333 | 212 | 0.8383 | 0.4045 | 0.8383 | 0.9156 |
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- | No log | 3.5667 | 214 | 0.9307 | 0.3263 | 0.9307 | 0.9647 |
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- | No log | 3.6 | 216 | 0.9112 | 0.3314 | 0.9112 | 0.9546 |
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- | No log | 3.6333 | 218 | 0.9044 | 0.3094 | 0.9044 | 0.9510 |
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- | No log | 3.6667 | 220 | 0.8579 | 0.4038 | 0.8579 | 0.9262 |
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- | No log | 3.7 | 222 | 0.7431 | 0.4484 | 0.7431 | 0.8621 |
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- | No log | 3.7333 | 224 | 0.6906 | 0.4413 | 0.6906 | 0.8310 |
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- | No log | 3.7667 | 226 | 0.6595 | 0.4561 | 0.6595 | 0.8121 |
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- | No log | 3.8 | 228 | 0.6583 | 0.4044 | 0.6583 | 0.8114 |
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- | No log | 3.8333 | 230 | 0.6816 | 0.4112 | 0.6816 | 0.8256 |
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- | No log | 3.8667 | 232 | 0.6752 | 0.4371 | 0.6752 | 0.8217 |
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- | No log | 3.9 | 234 | 0.6496 | 0.3817 | 0.6496 | 0.8060 |
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- | No log | 3.9333 | 236 | 0.6415 | 0.4253 | 0.6415 | 0.8010 |
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- | No log | 3.9667 | 238 | 0.6643 | 0.4205 | 0.6643 | 0.8150 |
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- | No log | 4.0 | 240 | 0.6789 | 0.3994 | 0.6789 | 0.8239 |
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- | No log | 4.0333 | 242 | 0.6635 | 0.4806 | 0.6635 | 0.8146 |
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- | No log | 4.0667 | 244 | 0.6771 | 0.5142 | 0.6771 | 0.8229 |
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- | No log | 4.1 | 246 | 0.6973 | 0.5063 | 0.6973 | 0.8350 |
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- | No log | 4.1333 | 248 | 0.6971 | 0.5035 | 0.6971 | 0.8349 |
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- | No log | 4.1667 | 250 | 0.7578 | 0.4500 | 0.7578 | 0.8705 |
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- | No log | 4.2 | 252 | 0.9321 | 0.3632 | 0.9321 | 0.9654 |
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- | No log | 4.2333 | 254 | 0.8938 | 0.3650 | 0.8938 | 0.9454 |
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- | No log | 4.2667 | 256 | 0.7337 | 0.4130 | 0.7337 | 0.8566 |
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- | No log | 4.3 | 258 | 0.7593 | 0.4913 | 0.7593 | 0.8714 |
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- | No log | 4.3333 | 260 | 0.8562 | 0.4240 | 0.8562 | 0.9253 |
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- | No log | 4.3667 | 262 | 0.7578 | 0.4768 | 0.7578 | 0.8705 |
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- | No log | 4.4 | 264 | 0.6780 | 0.5457 | 0.6780 | 0.8234 |
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- | No log | 4.4333 | 266 | 0.6654 | 0.4885 | 0.6654 | 0.8157 |
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- | No log | 4.4667 | 268 | 0.6722 | 0.4678 | 0.6722 | 0.8199 |
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- | No log | 4.5 | 270 | 0.6704 | 0.4637 | 0.6704 | 0.8188 |
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- | No log | 4.5333 | 272 | 0.6826 | 0.4535 | 0.6826 | 0.8262 |
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- | No log | 4.5667 | 274 | 0.7118 | 0.4239 | 0.7118 | 0.8437 |
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- | No log | 4.6 | 276 | 0.7606 | 0.3914 | 0.7606 | 0.8721 |
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- | No log | 4.6333 | 278 | 0.8706 | 0.3965 | 0.8706 | 0.9331 |
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- | No log | 4.6667 | 280 | 0.8367 | 0.36 | 0.8367 | 0.9147 |
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- | No log | 4.7 | 282 | 0.7146 | 0.3864 | 0.7146 | 0.8453 |
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- | No log | 4.7333 | 284 | 0.6912 | 0.4186 | 0.6912 | 0.8314 |
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- | No log | 4.7667 | 286 | 0.7268 | 0.3373 | 0.7268 | 0.8525 |
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- | No log | 4.8 | 288 | 0.7078 | 0.3347 | 0.7078 | 0.8413 |
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- | No log | 4.8333 | 290 | 0.6889 | 0.4569 | 0.6889 | 0.8300 |
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- | No log | 4.8667 | 292 | 0.7386 | 0.4260 | 0.7386 | 0.8594 |
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- | No log | 4.9 | 294 | 0.7552 | 0.3936 | 0.7552 | 0.8690 |
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- | No log | 4.9333 | 296 | 0.7020 | 0.4314 | 0.7020 | 0.8379 |
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- | No log | 4.9667 | 298 | 0.6881 | 0.3654 | 0.6881 | 0.8295 |
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- | No log | 5.0 | 300 | 0.7020 | 0.3561 | 0.7020 | 0.8378 |
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- | No log | 5.0333 | 302 | 0.7065 | 0.3785 | 0.7065 | 0.8406 |
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- | No log | 5.0667 | 304 | 0.7594 | 0.3694 | 0.7594 | 0.8715 |
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- | No log | 5.1 | 306 | 0.7572 | 0.3501 | 0.7572 | 0.8702 |
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- | No log | 5.1333 | 308 | 0.7496 | 0.3768 | 0.7496 | 0.8658 |
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- | No log | 5.1667 | 310 | 0.7505 | 0.3768 | 0.7505 | 0.8663 |
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- | No log | 5.2 | 312 | 0.7437 | 0.3768 | 0.7437 | 0.8624 |
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- | No log | 5.2333 | 314 | 0.7278 | 0.4105 | 0.7278 | 0.8531 |
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- | No log | 5.2667 | 316 | 0.7080 | 0.4082 | 0.7080 | 0.8415 |
210
- | No log | 5.3 | 318 | 0.6917 | 0.3915 | 0.6917 | 0.8317 |
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- | No log | 5.3333 | 320 | 0.6751 | 0.3995 | 0.6751 | 0.8217 |
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- | No log | 5.3667 | 322 | 0.6718 | 0.3702 | 0.6718 | 0.8197 |
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- | No log | 5.4 | 324 | 0.6945 | 0.2953 | 0.6945 | 0.8334 |
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- | No log | 5.4333 | 326 | 0.7427 | 0.3914 | 0.7427 | 0.8618 |
215
- | No log | 5.4667 | 328 | 0.7218 | 0.3433 | 0.7218 | 0.8496 |
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- | No log | 5.5 | 330 | 0.6795 | 0.3984 | 0.6795 | 0.8243 |
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- | No log | 5.5333 | 332 | 0.6678 | 0.4287 | 0.6678 | 0.8172 |
218
- | No log | 5.5667 | 334 | 0.6681 | 0.4096 | 0.6681 | 0.8173 |
219
- | No log | 5.6 | 336 | 0.6475 | 0.4438 | 0.6475 | 0.8047 |
220
- | No log | 5.6333 | 338 | 0.6375 | 0.4820 | 0.6375 | 0.7985 |
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- | No log | 5.6667 | 340 | 0.6269 | 0.4955 | 0.6269 | 0.7918 |
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- | No log | 5.7 | 342 | 0.6219 | 0.5288 | 0.6219 | 0.7886 |
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- | No log | 5.7333 | 344 | 0.6168 | 0.5845 | 0.6168 | 0.7854 |
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- | No log | 5.7667 | 346 | 0.6029 | 0.5574 | 0.6029 | 0.7764 |
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- | No log | 5.8 | 348 | 0.6455 | 0.4282 | 0.6455 | 0.8034 |
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- | No log | 5.8333 | 350 | 0.8241 | 0.2651 | 0.8241 | 0.9078 |
227
- | No log | 5.8667 | 352 | 0.8904 | 0.2881 | 0.8904 | 0.9436 |
228
- | No log | 5.9 | 354 | 0.7767 | 0.2886 | 0.7767 | 0.8813 |
229
- | No log | 5.9333 | 356 | 0.6457 | 0.3984 | 0.6457 | 0.8035 |
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- | No log | 5.9667 | 358 | 0.6336 | 0.5288 | 0.6336 | 0.7960 |
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- | No log | 6.0 | 360 | 0.6429 | 0.5528 | 0.6429 | 0.8018 |
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- | No log | 6.0333 | 362 | 0.6448 | 0.4507 | 0.6448 | 0.8030 |
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- | No log | 6.0667 | 364 | 0.6558 | 0.4507 | 0.6558 | 0.8098 |
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- | No log | 6.1 | 366 | 0.6610 | 0.4507 | 0.6610 | 0.8130 |
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- | No log | 6.1333 | 368 | 0.6902 | 0.3622 | 0.6902 | 0.8308 |
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- | No log | 6.1667 | 370 | 0.7178 | 0.3964 | 0.7178 | 0.8473 |
237
- | No log | 6.2 | 372 | 0.7386 | 0.3331 | 0.7386 | 0.8594 |
238
- | No log | 6.2333 | 374 | 0.7103 | 0.3331 | 0.7103 | 0.8428 |
239
- | No log | 6.2667 | 376 | 0.6979 | 0.4086 | 0.6979 | 0.8354 |
240
- | No log | 6.3 | 378 | 0.6923 | 0.4901 | 0.6923 | 0.8320 |
241
- | No log | 6.3333 | 380 | 0.6936 | 0.4901 | 0.6936 | 0.8328 |
242
- | No log | 6.3667 | 382 | 0.7135 | 0.5357 | 0.7135 | 0.8447 |
243
- | No log | 6.4 | 384 | 0.6877 | 0.5411 | 0.6877 | 0.8292 |
244
- | No log | 6.4333 | 386 | 0.6790 | 0.5133 | 0.6790 | 0.8240 |
245
- | No log | 6.4667 | 388 | 0.6958 | 0.3492 | 0.6958 | 0.8341 |
246
- | No log | 6.5 | 390 | 0.7433 | 0.2652 | 0.7433 | 0.8621 |
247
- | No log | 6.5333 | 392 | 0.8032 | 0.1992 | 0.8032 | 0.8962 |
248
- | No log | 6.5667 | 394 | 0.8047 | 0.1992 | 0.8047 | 0.8970 |
249
- | No log | 6.6 | 396 | 0.7810 | 0.1703 | 0.7810 | 0.8838 |
250
- | No log | 6.6333 | 398 | 0.7597 | 0.1714 | 0.7597 | 0.8716 |
251
- | No log | 6.6667 | 400 | 0.7754 | 0.2122 | 0.7754 | 0.8806 |
252
- | No log | 6.7 | 402 | 0.7285 | 0.2355 | 0.7285 | 0.8535 |
253
- | No log | 6.7333 | 404 | 0.6860 | 0.3645 | 0.6860 | 0.8283 |
254
- | No log | 6.7667 | 406 | 0.6922 | 0.4724 | 0.6922 | 0.8320 |
255
- | No log | 6.8 | 408 | 0.6828 | 0.4292 | 0.6828 | 0.8263 |
256
- | No log | 6.8333 | 410 | 0.6798 | 0.4020 | 0.6798 | 0.8245 |
257
- | No log | 6.8667 | 412 | 0.6614 | 0.4059 | 0.6614 | 0.8133 |
258
- | No log | 6.9 | 414 | 0.6879 | 0.2767 | 0.6879 | 0.8294 |
259
- | No log | 6.9333 | 416 | 0.7053 | 0.3410 | 0.7053 | 0.8398 |
260
- | No log | 6.9667 | 418 | 0.6801 | 0.4102 | 0.6801 | 0.8247 |
261
- | No log | 7.0 | 420 | 0.6772 | 0.4898 | 0.6772 | 0.8229 |
262
- | No log | 7.0333 | 422 | 0.6727 | 0.4898 | 0.6727 | 0.8202 |
263
- | No log | 7.0667 | 424 | 0.6661 | 0.4174 | 0.6661 | 0.8161 |
264
- | No log | 7.1 | 426 | 0.7096 | 0.3453 | 0.7096 | 0.8424 |
265
- | No log | 7.1333 | 428 | 0.7592 | 0.3576 | 0.7592 | 0.8713 |
266
- | No log | 7.1667 | 430 | 0.7438 | 0.3787 | 0.7438 | 0.8624 |
267
- | No log | 7.2 | 432 | 0.6676 | 0.3353 | 0.6676 | 0.8171 |
268
- | No log | 7.2333 | 434 | 0.6535 | 0.4604 | 0.6535 | 0.8084 |
269
- | No log | 7.2667 | 436 | 0.6573 | 0.5206 | 0.6573 | 0.8107 |
270
- | No log | 7.3 | 438 | 0.6610 | 0.5597 | 0.6610 | 0.8130 |
271
- | No log | 7.3333 | 440 | 0.6641 | 0.3247 | 0.6641 | 0.8149 |
272
- | No log | 7.3667 | 442 | 0.6715 | 0.3628 | 0.6715 | 0.8194 |
273
- | No log | 7.4 | 444 | 0.6608 | 0.3625 | 0.6608 | 0.8129 |
274
- | No log | 7.4333 | 446 | 0.6619 | 0.5272 | 0.6619 | 0.8136 |
275
- | No log | 7.4667 | 448 | 0.6810 | 0.4951 | 0.6810 | 0.8252 |
276
- | No log | 7.5 | 450 | 0.6611 | 0.5411 | 0.6611 | 0.8131 |
277
- | No log | 7.5333 | 452 | 0.6701 | 0.5133 | 0.6701 | 0.8186 |
278
- | No log | 7.5667 | 454 | 0.6685 | 0.4777 | 0.6685 | 0.8176 |
279
- | No log | 7.6 | 456 | 0.6890 | 0.4128 | 0.6890 | 0.8300 |
280
- | No log | 7.6333 | 458 | 0.6967 | 0.3791 | 0.6967 | 0.8347 |
281
- | No log | 7.6667 | 460 | 0.7570 | 0.4239 | 0.7570 | 0.8700 |
282
- | No log | 7.7 | 462 | 0.8164 | 0.3440 | 0.8164 | 0.9035 |
283
- | No log | 7.7333 | 464 | 0.7488 | 0.4315 | 0.7488 | 0.8653 |
284
- | No log | 7.7667 | 466 | 0.7098 | 0.3679 | 0.7098 | 0.8425 |
285
- | No log | 7.8 | 468 | 0.6910 | 0.3715 | 0.6910 | 0.8312 |
286
- | No log | 7.8333 | 470 | 0.6912 | 0.3715 | 0.6912 | 0.8314 |
287
- | No log | 7.8667 | 472 | 0.6922 | 0.3467 | 0.6922 | 0.8320 |
288
- | No log | 7.9 | 474 | 0.6942 | 0.3598 | 0.6942 | 0.8332 |
289
- | No log | 7.9333 | 476 | 0.6999 | 0.4704 | 0.6999 | 0.8366 |
290
- | No log | 7.9667 | 478 | 0.6797 | 0.4157 | 0.6797 | 0.8244 |
291
- | No log | 8.0 | 480 | 0.6533 | 0.4463 | 0.6533 | 0.8083 |
292
- | No log | 8.0333 | 482 | 0.6548 | 0.3779 | 0.6548 | 0.8092 |
293
- | No log | 8.0667 | 484 | 0.6497 | 0.3373 | 0.6497 | 0.8060 |
294
- | No log | 8.1 | 486 | 0.6495 | 0.3656 | 0.6495 | 0.8059 |
295
- | No log | 8.1333 | 488 | 0.6421 | 0.4681 | 0.6421 | 0.8013 |
296
- | No log | 8.1667 | 490 | 0.6623 | 0.5617 | 0.6623 | 0.8138 |
297
- | No log | 8.2 | 492 | 0.6646 | 0.4660 | 0.6646 | 0.8152 |
298
- | No log | 8.2333 | 494 | 0.6957 | 0.3664 | 0.6957 | 0.8341 |
299
- | No log | 8.2667 | 496 | 0.7839 | 0.3110 | 0.7839 | 0.8854 |
300
- | No log | 8.3 | 498 | 0.7971 | 0.3425 | 0.7971 | 0.8928 |
301
- | 0.385 | 8.3333 | 500 | 0.7403 | 0.3773 | 0.7403 | 0.8604 |
302
- | 0.385 | 8.3667 | 502 | 0.6839 | 0.5412 | 0.6839 | 0.8270 |
303
- | 0.385 | 8.4 | 504 | 0.6982 | 0.4895 | 0.6982 | 0.8356 |
304
- | 0.385 | 8.4333 | 506 | 0.7080 | 0.5484 | 0.7080 | 0.8414 |
305
- | 0.385 | 8.4667 | 508 | 0.6796 | 0.5119 | 0.6796 | 0.8244 |
306
- | 0.385 | 8.5 | 510 | 0.6675 | 0.4813 | 0.6675 | 0.8170 |
307
- | 0.385 | 8.5333 | 512 | 0.6687 | 0.4308 | 0.6687 | 0.8177 |
308
- | 0.385 | 8.5667 | 514 | 0.6762 | 0.4308 | 0.6762 | 0.8223 |
309
- | 0.385 | 8.6 | 516 | 0.6916 | 0.4928 | 0.6916 | 0.8316 |
310
- | 0.385 | 8.6333 | 518 | 0.6942 | 0.4871 | 0.6942 | 0.8332 |
311
- | 0.385 | 8.6667 | 520 | 0.6847 | 0.4987 | 0.6847 | 0.8275 |
312
- | 0.385 | 8.7 | 522 | 0.6538 | 0.4430 | 0.6538 | 0.8086 |
313
- | 0.385 | 8.7333 | 524 | 0.6552 | 0.3746 | 0.6552 | 0.8095 |
314
- | 0.385 | 8.7667 | 526 | 0.6666 | 0.3768 | 0.6666 | 0.8164 |
315
- | 0.385 | 8.8 | 528 | 0.6333 | 0.4806 | 0.6333 | 0.7958 |
316
- | 0.385 | 8.8333 | 530 | 0.6622 | 0.5211 | 0.6622 | 0.8138 |
317
- | 0.385 | 8.8667 | 532 | 0.7013 | 0.4836 | 0.7013 | 0.8374 |
318
- | 0.385 | 8.9 | 534 | 0.6608 | 0.4764 | 0.6608 | 0.8129 |
319
- | 0.385 | 8.9333 | 536 | 0.6277 | 0.5150 | 0.6277 | 0.7923 |
320
- | 0.385 | 8.9667 | 538 | 0.6559 | 0.4435 | 0.6559 | 0.8099 |
321
- | 0.385 | 9.0 | 540 | 0.6720 | 0.4603 | 0.6720 | 0.8197 |
322
- | 0.385 | 9.0333 | 542 | 0.6550 | 0.4753 | 0.6550 | 0.8093 |
323
- | 0.385 | 9.0667 | 544 | 0.6492 | 0.4524 | 0.6492 | 0.8057 |
324
- | 0.385 | 9.1 | 546 | 0.6516 | 0.4753 | 0.6516 | 0.8072 |
325
- | 0.385 | 9.1333 | 548 | 0.6548 | 0.4232 | 0.6548 | 0.8092 |
326
- | 0.385 | 9.1667 | 550 | 0.6471 | 0.4 | 0.6471 | 0.8044 |
327
- | 0.385 | 9.2 | 552 | 0.6514 | 0.4497 | 0.6514 | 0.8071 |
328
- | 0.385 | 9.2333 | 554 | 0.6432 | 0.4253 | 0.6432 | 0.8020 |
329
- | 0.385 | 9.2667 | 556 | 0.6375 | 0.4308 | 0.6375 | 0.7984 |
330
- | 0.385 | 9.3 | 558 | 0.6379 | 0.4149 | 0.6379 | 0.7987 |
331
- | 0.385 | 9.3333 | 560 | 0.6332 | 0.4225 | 0.6332 | 0.7957 |
332
- | 0.385 | 9.3667 | 562 | 0.6301 | 0.4864 | 0.6301 | 0.7938 |
333
- | 0.385 | 9.4 | 564 | 0.6263 | 0.4795 | 0.6263 | 0.7914 |
334
- | 0.385 | 9.4333 | 566 | 0.6267 | 0.4919 | 0.6267 | 0.7916 |
335
- | 0.385 | 9.4667 | 568 | 0.6301 | 0.4901 | 0.6301 | 0.7938 |
336
- | 0.385 | 9.5 | 570 | 0.6376 | 0.5373 | 0.6376 | 0.7985 |
337
- | 0.385 | 9.5333 | 572 | 0.6483 | 0.5157 | 0.6483 | 0.8052 |
338
- | 0.385 | 9.5667 | 574 | 0.6200 | 0.5306 | 0.6200 | 0.7874 |
339
- | 0.385 | 9.6 | 576 | 0.6156 | 0.4350 | 0.6156 | 0.7846 |
340
- | 0.385 | 9.6333 | 578 | 0.7149 | 0.4038 | 0.7149 | 0.8455 |
341
- | 0.385 | 9.6667 | 580 | 0.7950 | 0.3707 | 0.7950 | 0.8916 |
342
- | 0.385 | 9.7 | 582 | 0.7741 | 0.4013 | 0.7741 | 0.8798 |
343
- | 0.385 | 9.7333 | 584 | 0.6854 | 0.4436 | 0.6854 | 0.8279 |
344
- | 0.385 | 9.7667 | 586 | 0.6299 | 0.4475 | 0.6299 | 0.7937 |
345
- | 0.385 | 9.8 | 588 | 0.6514 | 0.5403 | 0.6514 | 0.8071 |
346
- | 0.385 | 9.8333 | 590 | 0.6777 | 0.5403 | 0.6777 | 0.8232 |
347
- | 0.385 | 9.8667 | 592 | 0.6385 | 0.5076 | 0.6385 | 0.7990 |
348
- | 0.385 | 9.9 | 594 | 0.6005 | 0.4073 | 0.6005 | 0.7749 |
349
- | 0.385 | 9.9333 | 596 | 0.6204 | 0.4406 | 0.6204 | 0.7877 |
350
- | 0.385 | 9.9667 | 598 | 0.6863 | 0.4103 | 0.6863 | 0.8284 |
351
- | 0.385 | 10.0 | 600 | 0.7162 | 0.4150 | 0.7162 | 0.8463 |
352
- | 0.385 | 10.0333 | 602 | 0.6776 | 0.4158 | 0.6776 | 0.8232 |
353
- | 0.385 | 10.0667 | 604 | 0.6386 | 0.4586 | 0.6386 | 0.7991 |
354
- | 0.385 | 10.1 | 606 | 0.6306 | 0.4397 | 0.6306 | 0.7941 |
355
- | 0.385 | 10.1333 | 608 | 0.6266 | 0.4342 | 0.6266 | 0.7916 |
356
- | 0.385 | 10.1667 | 610 | 0.6356 | 0.4507 | 0.6356 | 0.7972 |
357
- | 0.385 | 10.2 | 612 | 0.6453 | 0.4241 | 0.6453 | 0.8033 |
358
- | 0.385 | 10.2333 | 614 | 0.6814 | 0.3988 | 0.6814 | 0.8255 |
359
- | 0.385 | 10.2667 | 616 | 0.7375 | 0.4103 | 0.7375 | 0.8588 |
360
- | 0.385 | 10.3 | 618 | 0.7256 | 0.4150 | 0.7256 | 0.8518 |
361
- | 0.385 | 10.3333 | 620 | 0.6759 | 0.4614 | 0.6759 | 0.8222 |
362
- | 0.385 | 10.3667 | 622 | 0.6446 | 0.4211 | 0.6446 | 0.8028 |
363
- | 0.385 | 10.4 | 624 | 0.6407 | 0.3933 | 0.6407 | 0.8005 |
364
- | 0.385 | 10.4333 | 626 | 0.6423 | 0.3955 | 0.6423 | 0.8014 |
365
- | 0.385 | 10.4667 | 628 | 0.6531 | 0.3958 | 0.6531 | 0.8082 |
366
- | 0.385 | 10.5 | 630 | 0.6441 | 0.3810 | 0.6441 | 0.8025 |
367
- | 0.385 | 10.5333 | 632 | 0.6273 | 0.3939 | 0.6273 | 0.7920 |
368
- | 0.385 | 10.5667 | 634 | 0.6275 | 0.3837 | 0.6275 | 0.7921 |
369
- | 0.385 | 10.6 | 636 | 0.6201 | 0.3837 | 0.6201 | 0.7875 |
370
- | 0.385 | 10.6333 | 638 | 0.6153 | 0.4114 | 0.6153 | 0.7844 |
371
- | 0.385 | 10.6667 | 640 | 0.6093 | 0.4681 | 0.6093 | 0.7806 |
372
- | 0.385 | 10.7 | 642 | 0.6087 | 0.4681 | 0.6087 | 0.7802 |
373
- | 0.385 | 10.7333 | 644 | 0.6107 | 0.4972 | 0.6107 | 0.7815 |
374
- | 0.385 | 10.7667 | 646 | 0.6208 | 0.4274 | 0.6208 | 0.7879 |
375
- | 0.385 | 10.8 | 648 | 0.6633 | 0.4411 | 0.6633 | 0.8145 |
376
- | 0.385 | 10.8333 | 650 | 0.6870 | 0.3962 | 0.6870 | 0.8289 |
377
- | 0.385 | 10.8667 | 652 | 0.6468 | 0.4315 | 0.6468 | 0.8043 |
378
- | 0.385 | 10.9 | 654 | 0.6123 | 0.4788 | 0.6123 | 0.7825 |
379
- | 0.385 | 10.9333 | 656 | 0.6320 | 0.4872 | 0.6320 | 0.7950 |
380
- | 0.385 | 10.9667 | 658 | 0.6837 | 0.4550 | 0.6837 | 0.8269 |
381
- | 0.385 | 11.0 | 660 | 0.6891 | 0.4550 | 0.6891 | 0.8301 |
382
- | 0.385 | 11.0333 | 662 | 0.6480 | 0.4644 | 0.6480 | 0.8050 |
383
- | 0.385 | 11.0667 | 664 | 0.6331 | 0.4700 | 0.6331 | 0.7957 |
384
- | 0.385 | 11.1 | 666 | 0.6422 | 0.4190 | 0.6422 | 0.8014 |
385
- | 0.385 | 11.1333 | 668 | 0.6599 | 0.3978 | 0.6599 | 0.8124 |
386
- | 0.385 | 11.1667 | 670 | 0.6638 | 0.4029 | 0.6638 | 0.8148 |
387
- | 0.385 | 11.2 | 672 | 0.6659 | 0.4418 | 0.6659 | 0.8160 |
388
- | 0.385 | 11.2333 | 674 | 0.6731 | 0.4301 | 0.6731 | 0.8204 |
389
- | 0.385 | 11.2667 | 676 | 0.6771 | 0.4336 | 0.6771 | 0.8229 |
390
- | 0.385 | 11.3 | 678 | 0.6643 | 0.4301 | 0.6643 | 0.8150 |
391
- | 0.385 | 11.3333 | 680 | 0.6578 | 0.4301 | 0.6578 | 0.8111 |
392
- | 0.385 | 11.3667 | 682 | 0.6433 | 0.4535 | 0.6433 | 0.8020 |
393
- | 0.385 | 11.4 | 684 | 0.6346 | 0.5114 | 0.6346 | 0.7966 |
394
- | 0.385 | 11.4333 | 686 | 0.6287 | 0.5133 | 0.6287 | 0.7929 |
395
- | 0.385 | 11.4667 | 688 | 0.6309 | 0.4358 | 0.6309 | 0.7943 |
396
- | 0.385 | 11.5 | 690 | 0.6540 | 0.3274 | 0.6540 | 0.8087 |
397
- | 0.385 | 11.5333 | 692 | 0.6734 | 0.3820 | 0.6734 | 0.8206 |
398
- | 0.385 | 11.5667 | 694 | 0.6724 | 0.4186 | 0.6724 | 0.8200 |
399
- | 0.385 | 11.6 | 696 | 0.6476 | 0.3549 | 0.6476 | 0.8047 |
400
- | 0.385 | 11.6333 | 698 | 0.6368 | 0.4380 | 0.6368 | 0.7980 |
401
- | 0.385 | 11.6667 | 700 | 0.6401 | 0.4343 | 0.6401 | 0.8001 |
402
- | 0.385 | 11.7 | 702 | 0.6418 | 0.4575 | 0.6418 | 0.8011 |
403
- | 0.385 | 11.7333 | 704 | 0.6479 | 0.4697 | 0.6479 | 0.8049 |
404
- | 0.385 | 11.7667 | 706 | 0.6467 | 0.4757 | 0.6467 | 0.8042 |
405
- | 0.385 | 11.8 | 708 | 0.6450 | 0.4265 | 0.6450 | 0.8031 |
406
- | 0.385 | 11.8333 | 710 | 0.6470 | 0.4322 | 0.6470 | 0.8043 |
407
- | 0.385 | 11.8667 | 712 | 0.6542 | 0.3906 | 0.6542 | 0.8088 |
408
- | 0.385 | 11.9 | 714 | 0.6634 | 0.4190 | 0.6634 | 0.8145 |
409
- | 0.385 | 11.9333 | 716 | 0.6639 | 0.3836 | 0.6639 | 0.8148 |
410
- | 0.385 | 11.9667 | 718 | 0.6633 | 0.3714 | 0.6633 | 0.8144 |
411
- | 0.385 | 12.0 | 720 | 0.6659 | 0.4085 | 0.6659 | 0.8160 |
412
- | 0.385 | 12.0333 | 722 | 0.6703 | 0.4646 | 0.6703 | 0.8187 |
413
- | 0.385 | 12.0667 | 724 | 0.6358 | 0.4601 | 0.6358 | 0.7974 |
414
- | 0.385 | 12.1 | 726 | 0.6223 | 0.4955 | 0.6223 | 0.7888 |
415
- | 0.385 | 12.1333 | 728 | 0.6176 | 0.4955 | 0.6176 | 0.7859 |
416
- | 0.385 | 12.1667 | 730 | 0.6137 | 0.4955 | 0.6137 | 0.7834 |
417
- | 0.385 | 12.2 | 732 | 0.6164 | 0.4945 | 0.6164 | 0.7851 |
418
- | 0.385 | 12.2333 | 734 | 0.6066 | 0.5507 | 0.6066 | 0.7788 |
419
- | 0.385 | 12.2667 | 736 | 0.5953 | 0.5135 | 0.5953 | 0.7716 |
420
- | 0.385 | 12.3 | 738 | 0.5859 | 0.5020 | 0.5859 | 0.7654 |
421
- | 0.385 | 12.3333 | 740 | 0.5872 | 0.4847 | 0.5872 | 0.7663 |
422
- | 0.385 | 12.3667 | 742 | 0.5834 | 0.4763 | 0.5834 | 0.7638 |
423
- | 0.385 | 12.4 | 744 | 0.5726 | 0.5373 | 0.5726 | 0.7567 |
424
- | 0.385 | 12.4333 | 746 | 0.5759 | 0.5160 | 0.5759 | 0.7589 |
425
- | 0.385 | 12.4667 | 748 | 0.5770 | 0.5580 | 0.5770 | 0.7596 |
426
- | 0.385 | 12.5 | 750 | 0.6069 | 0.5093 | 0.6069 | 0.7790 |
427
- | 0.385 | 12.5333 | 752 | 0.6290 | 0.5211 | 0.6290 | 0.7931 |
428
- | 0.385 | 12.5667 | 754 | 0.6383 | 0.5211 | 0.6383 | 0.7990 |
429
- | 0.385 | 12.6 | 756 | 0.6175 | 0.5257 | 0.6175 | 0.7858 |
430
- | 0.385 | 12.6333 | 758 | 0.6103 | 0.4948 | 0.6103 | 0.7812 |
431
- | 0.385 | 12.6667 | 760 | 0.6477 | 0.4140 | 0.6477 | 0.8048 |
432
- | 0.385 | 12.7 | 762 | 0.6499 | 0.3988 | 0.6499 | 0.8062 |
433
- | 0.385 | 12.7333 | 764 | 0.6120 | 0.4752 | 0.6120 | 0.7823 |
434
- | 0.385 | 12.7667 | 766 | 0.5990 | 0.4789 | 0.5990 | 0.7739 |
435
- | 0.385 | 12.8 | 768 | 0.6266 | 0.5306 | 0.6266 | 0.7916 |
436
- | 0.385 | 12.8333 | 770 | 0.6274 | 0.5306 | 0.6274 | 0.7921 |
437
- | 0.385 | 12.8667 | 772 | 0.6027 | 0.5383 | 0.6027 | 0.7763 |
438
- | 0.385 | 12.9 | 774 | 0.5842 | 0.5090 | 0.5842 | 0.7643 |
439
- | 0.385 | 12.9333 | 776 | 0.5736 | 0.5241 | 0.5736 | 0.7573 |
440
- | 0.385 | 12.9667 | 778 | 0.5658 | 0.5465 | 0.5658 | 0.7522 |
441
- | 0.385 | 13.0 | 780 | 0.5731 | 0.4907 | 0.5731 | 0.7570 |
442
- | 0.385 | 13.0333 | 782 | 0.5785 | 0.4907 | 0.5785 | 0.7606 |
443
- | 0.385 | 13.0667 | 784 | 0.5725 | 0.5303 | 0.5725 | 0.7567 |
444
- | 0.385 | 13.1 | 786 | 0.5765 | 0.4976 | 0.5765 | 0.7593 |
445
- | 0.385 | 13.1333 | 788 | 0.5762 | 0.5241 | 0.5762 | 0.7590 |
446
- | 0.385 | 13.1667 | 790 | 0.5745 | 0.5318 | 0.5745 | 0.7579 |
447
- | 0.385 | 13.2 | 792 | 0.5728 | 0.5174 | 0.5728 | 0.7568 |
448
- | 0.385 | 13.2333 | 794 | 0.5717 | 0.5318 | 0.5717 | 0.7561 |
449
- | 0.385 | 13.2667 | 796 | 0.5849 | 0.4675 | 0.5849 | 0.7648 |
450
- | 0.385 | 13.3 | 798 | 0.5891 | 0.4873 | 0.5891 | 0.7675 |
451
- | 0.385 | 13.3333 | 800 | 0.5958 | 0.4771 | 0.5958 | 0.7719 |
452
- | 0.385 | 13.3667 | 802 | 0.6111 | 0.4367 | 0.6111 | 0.7817 |
453
- | 0.385 | 13.4 | 804 | 0.6368 | 0.4614 | 0.6368 | 0.7980 |
454
- | 0.385 | 13.4333 | 806 | 0.6988 | 0.3876 | 0.6988 | 0.8359 |
455
- | 0.385 | 13.4667 | 808 | 0.7363 | 0.2977 | 0.7363 | 0.8581 |
456
- | 0.385 | 13.5 | 810 | 0.7064 | 0.3289 | 0.7064 | 0.8405 |
457
- | 0.385 | 13.5333 | 812 | 0.6389 | 0.4595 | 0.6389 | 0.7993 |
458
- | 0.385 | 13.5667 | 814 | 0.6175 | 0.4308 | 0.6175 | 0.7858 |
459
- | 0.385 | 13.6 | 816 | 0.6201 | 0.4362 | 0.6201 | 0.7875 |
460
- | 0.385 | 13.6333 | 818 | 0.6228 | 0.4362 | 0.6228 | 0.7892 |
461
- | 0.385 | 13.6667 | 820 | 0.6275 | 0.4762 | 0.6275 | 0.7921 |
462
- | 0.385 | 13.7 | 822 | 0.6293 | 0.4458 | 0.6293 | 0.7933 |
463
- | 0.385 | 13.7333 | 824 | 0.6467 | 0.4118 | 0.6467 | 0.8042 |
464
- | 0.385 | 13.7667 | 826 | 0.6692 | 0.3635 | 0.6692 | 0.8181 |
465
- | 0.385 | 13.8 | 828 | 0.6679 | 0.3902 | 0.6679 | 0.8173 |
466
- | 0.385 | 13.8333 | 830 | 0.6663 | 0.3716 | 0.6663 | 0.8163 |
467
- | 0.385 | 13.8667 | 832 | 0.6544 | 0.3716 | 0.6544 | 0.8090 |
468
- | 0.385 | 13.9 | 834 | 0.6567 | 0.3902 | 0.6567 | 0.8104 |
469
- | 0.385 | 13.9333 | 836 | 0.6238 | 0.4149 | 0.6238 | 0.7898 |
470
- | 0.385 | 13.9667 | 838 | 0.6111 | 0.4910 | 0.6111 | 0.7817 |
471
- | 0.385 | 14.0 | 840 | 0.6117 | 0.4910 | 0.6117 | 0.7821 |
472
- | 0.385 | 14.0333 | 842 | 0.6137 | 0.4581 | 0.6137 | 0.7834 |
473
- | 0.385 | 14.0667 | 844 | 0.6262 | 0.4301 | 0.6262 | 0.7913 |
474
- | 0.385 | 14.1 | 846 | 0.6301 | 0.4413 | 0.6301 | 0.7938 |
475
- | 0.385 | 14.1333 | 848 | 0.6416 | 0.4642 | 0.6416 | 0.8010 |
476
- | 0.385 | 14.1667 | 850 | 0.6733 | 0.5059 | 0.6733 | 0.8206 |
477
- | 0.385 | 14.2 | 852 | 0.6719 | 0.5871 | 0.6719 | 0.8197 |
478
- | 0.385 | 14.2333 | 854 | 0.6393 | 0.4601 | 0.6393 | 0.7996 |
479
- | 0.385 | 14.2667 | 856 | 0.6228 | 0.3948 | 0.6228 | 0.7892 |
480
- | 0.385 | 14.3 | 858 | 0.6297 | 0.3923 | 0.6297 | 0.7935 |
481
- | 0.385 | 14.3333 | 860 | 0.6372 | 0.4288 | 0.6372 | 0.7983 |
482
- | 0.385 | 14.3667 | 862 | 0.6645 | 0.4970 | 0.6645 | 0.8152 |
483
- | 0.385 | 14.4 | 864 | 0.6866 | 0.5275 | 0.6866 | 0.8286 |
484
- | 0.385 | 14.4333 | 866 | 0.6792 | 0.4864 | 0.6792 | 0.8241 |
485
- | 0.385 | 14.4667 | 868 | 0.6476 | 0.4356 | 0.6476 | 0.8047 |
486
- | 0.385 | 14.5 | 870 | 0.6275 | 0.4036 | 0.6275 | 0.7921 |
487
- | 0.385 | 14.5333 | 872 | 0.6321 | 0.4308 | 0.6321 | 0.7950 |
488
- | 0.385 | 14.5667 | 874 | 0.6410 | 0.4245 | 0.6410 | 0.8006 |
489
- | 0.385 | 14.6 | 876 | 0.6449 | 0.4454 | 0.6449 | 0.8031 |
490
- | 0.385 | 14.6333 | 878 | 0.6542 | 0.4352 | 0.6542 | 0.8088 |
491
- | 0.385 | 14.6667 | 880 | 0.6545 | 0.4303 | 0.6545 | 0.8090 |
492
- | 0.385 | 14.7 | 882 | 0.6580 | 0.4562 | 0.6580 | 0.8112 |
493
- | 0.385 | 14.7333 | 884 | 0.6505 | 0.4387 | 0.6505 | 0.8065 |
494
- | 0.385 | 14.7667 | 886 | 0.6351 | 0.4581 | 0.6351 | 0.7969 |
495
- | 0.385 | 14.8 | 888 | 0.6268 | 0.4638 | 0.6268 | 0.7917 |
496
- | 0.385 | 14.8333 | 890 | 0.6241 | 0.4757 | 0.6241 | 0.7900 |
497
- | 0.385 | 14.8667 | 892 | 0.6171 | 0.5061 | 0.6171 | 0.7856 |
498
- | 0.385 | 14.9 | 894 | 0.6104 | 0.4555 | 0.6104 | 0.7813 |
499
- | 0.385 | 14.9333 | 896 | 0.6125 | 0.4620 | 0.6125 | 0.7826 |
500
- | 0.385 | 14.9667 | 898 | 0.6109 | 0.4620 | 0.6109 | 0.7816 |
501
- | 0.385 | 15.0 | 900 | 0.6123 | 0.4620 | 0.6123 | 0.7825 |
502
- | 0.385 | 15.0333 | 902 | 0.6006 | 0.4847 | 0.6006 | 0.7750 |
503
- | 0.385 | 15.0667 | 904 | 0.5978 | 0.5250 | 0.5978 | 0.7732 |
504
- | 0.385 | 15.1 | 906 | 0.5927 | 0.5440 | 0.5927 | 0.7698 |
505
- | 0.385 | 15.1333 | 908 | 0.5975 | 0.4847 | 0.5975 | 0.7730 |
506
- | 0.385 | 15.1667 | 910 | 0.6149 | 0.5708 | 0.6149 | 0.7842 |
507
- | 0.385 | 15.2 | 912 | 0.6082 | 0.5341 | 0.6082 | 0.7799 |
508
- | 0.385 | 15.2333 | 914 | 0.5962 | 0.4771 | 0.5962 | 0.7722 |
509
- | 0.385 | 15.2667 | 916 | 0.6100 | 0.5538 | 0.6100 | 0.7810 |
510
- | 0.385 | 15.3 | 918 | 0.6297 | 0.5041 | 0.6297 | 0.7935 |
511
- | 0.385 | 15.3333 | 920 | 0.6354 | 0.5237 | 0.6354 | 0.7971 |
512
- | 0.385 | 15.3667 | 922 | 0.6226 | 0.5121 | 0.6226 | 0.7891 |
513
- | 0.385 | 15.4 | 924 | 0.6211 | 0.5480 | 0.6211 | 0.7881 |
514
- | 0.385 | 15.4333 | 926 | 0.6142 | 0.5288 | 0.6142 | 0.7837 |
515
- | 0.385 | 15.4667 | 928 | 0.6149 | 0.5597 | 0.6149 | 0.7841 |
516
- | 0.385 | 15.5 | 930 | 0.6043 | 0.5411 | 0.6043 | 0.7774 |
517
- | 0.385 | 15.5333 | 932 | 0.6044 | 0.5411 | 0.6044 | 0.7775 |
518
- | 0.385 | 15.5667 | 934 | 0.6124 | 0.5395 | 0.6124 | 0.7826 |
519
- | 0.385 | 15.6 | 936 | 0.6148 | 0.4845 | 0.6148 | 0.7841 |
520
- | 0.385 | 15.6333 | 938 | 0.5896 | 0.5362 | 0.5896 | 0.7678 |
521
- | 0.385 | 15.6667 | 940 | 0.5785 | 0.5550 | 0.5785 | 0.7606 |
522
- | 0.385 | 15.7 | 942 | 0.5874 | 0.5201 | 0.5874 | 0.7664 |
523
- | 0.385 | 15.7333 | 944 | 0.6025 | 0.5256 | 0.6025 | 0.7762 |
524
- | 0.385 | 15.7667 | 946 | 0.6088 | 0.5079 | 0.6088 | 0.7803 |
525
- | 0.385 | 15.8 | 948 | 0.6106 | 0.4823 | 0.6106 | 0.7814 |
526
- | 0.385 | 15.8333 | 950 | 0.6095 | 0.4823 | 0.6095 | 0.7807 |
527
- | 0.385 | 15.8667 | 952 | 0.6072 | 0.4857 | 0.6072 | 0.7792 |
528
- | 0.385 | 15.9 | 954 | 0.6036 | 0.4857 | 0.6036 | 0.7769 |
529
- | 0.385 | 15.9333 | 956 | 0.6018 | 0.4157 | 0.6018 | 0.7758 |
530
- | 0.385 | 15.9667 | 958 | 0.5982 | 0.4937 | 0.5982 | 0.7734 |
531
- | 0.385 | 16.0 | 960 | 0.6036 | 0.5517 | 0.6036 | 0.7769 |
532
- | 0.385 | 16.0333 | 962 | 0.6359 | 0.5093 | 0.6359 | 0.7974 |
533
- | 0.385 | 16.0667 | 964 | 0.6436 | 0.5093 | 0.6436 | 0.8023 |
534
- | 0.385 | 16.1 | 966 | 0.6175 | 0.5428 | 0.6175 | 0.7858 |
535
- | 0.385 | 16.1333 | 968 | 0.5949 | 0.4937 | 0.5949 | 0.7713 |
536
- | 0.385 | 16.1667 | 970 | 0.5939 | 0.5286 | 0.5939 | 0.7706 |
537
- | 0.385 | 16.2 | 972 | 0.5913 | 0.5075 | 0.5913 | 0.7689 |
538
- | 0.385 | 16.2333 | 974 | 0.5903 | 0.5254 | 0.5903 | 0.7683 |
539
- | 0.385 | 16.2667 | 976 | 0.5916 | 0.4795 | 0.5916 | 0.7692 |
540
- | 0.385 | 16.3 | 978 | 0.5915 | 0.4945 | 0.5915 | 0.7691 |
541
- | 0.385 | 16.3333 | 980 | 0.5947 | 0.5319 | 0.5947 | 0.7712 |
542
- | 0.385 | 16.3667 | 982 | 0.5976 | 0.5087 | 0.5976 | 0.7731 |
543
- | 0.385 | 16.4 | 984 | 0.5932 | 0.5201 | 0.5932 | 0.7702 |
544
- | 0.385 | 16.4333 | 986 | 0.5954 | 0.5003 | 0.5954 | 0.7716 |
545
- | 0.385 | 16.4667 | 988 | 0.6120 | 0.5071 | 0.6120 | 0.7823 |
546
- | 0.385 | 16.5 | 990 | 0.6207 | 0.4828 | 0.6207 | 0.7879 |
547
- | 0.385 | 16.5333 | 992 | 0.6073 | 0.5003 | 0.6073 | 0.7793 |
548
- | 0.385 | 16.5667 | 994 | 0.6053 | 0.4516 | 0.6053 | 0.7780 |
549
- | 0.385 | 16.6 | 996 | 0.6076 | 0.4575 | 0.6076 | 0.7795 |
550
- | 0.385 | 16.6333 | 998 | 0.6111 | 0.5159 | 0.6111 | 0.7818 |
551
- | 0.0809 | 16.6667 | 1000 | 0.6165 | 0.5159 | 0.6165 | 0.7852 |
552
- | 0.0809 | 16.7 | 1002 | 0.6195 | 0.5159 | 0.6195 | 0.7871 |
553
- | 0.0809 | 16.7333 | 1004 | 0.6196 | 0.5159 | 0.6196 | 0.7871 |
554
- | 0.0809 | 16.7667 | 1006 | 0.6219 | 0.4402 | 0.6219 | 0.7886 |
555
- | 0.0809 | 16.8 | 1008 | 0.6296 | 0.4697 | 0.6296 | 0.7935 |
556
- | 0.0809 | 16.8333 | 1010 | 0.6217 | 0.4478 | 0.6217 | 0.7885 |
557
 
558
 
559
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.4616
19
+ - Qwk: 0.5065
20
+ - Mse: 0.4616
21
+ - Rmse: 0.6794
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0312 | 2 | 2.5491 | -0.1213 | 2.5491 | 1.5966 |
53
+ | No log | 0.0625 | 4 | 1.3669 | 0.0987 | 1.3669 | 1.1691 |
54
+ | No log | 0.0938 | 6 | 1.0779 | -0.0611 | 1.0779 | 1.0382 |
55
+ | No log | 0.125 | 8 | 0.7287 | 0.2590 | 0.7287 | 0.8536 |
56
+ | No log | 0.1562 | 10 | 0.6722 | 0.3738 | 0.6722 | 0.8199 |
57
+ | No log | 0.1875 | 12 | 0.6613 | 0.3857 | 0.6613 | 0.8132 |
58
+ | No log | 0.2188 | 14 | 0.7790 | 0.4204 | 0.7790 | 0.8826 |
59
+ | No log | 0.25 | 16 | 0.7044 | 0.4315 | 0.7044 | 0.8393 |
60
+ | No log | 0.2812 | 18 | 0.8153 | 0.3761 | 0.8153 | 0.9029 |
61
+ | No log | 0.3125 | 20 | 0.9969 | 0.1985 | 0.9969 | 0.9984 |
62
+ | No log | 0.3438 | 22 | 1.1255 | 0.2169 | 1.1255 | 1.0609 |
63
+ | No log | 0.375 | 24 | 0.9662 | 0.2900 | 0.9662 | 0.9830 |
64
+ | No log | 0.4062 | 26 | 0.6829 | 0.2118 | 0.6829 | 0.8264 |
65
+ | No log | 0.4375 | 28 | 0.6170 | 0.2751 | 0.6170 | 0.7855 |
66
+ | No log | 0.4688 | 30 | 0.6173 | 0.3006 | 0.6173 | 0.7857 |
67
+ | No log | 0.5 | 32 | 0.6207 | 0.3006 | 0.6207 | 0.7879 |
68
+ | No log | 0.5312 | 34 | 0.7067 | 0.2132 | 0.7067 | 0.8407 |
69
+ | No log | 0.5625 | 36 | 0.9541 | 0.3119 | 0.9541 | 0.9768 |
70
+ | No log | 0.5938 | 38 | 0.9760 | 0.3274 | 0.9760 | 0.9879 |
71
+ | No log | 0.625 | 40 | 0.8630 | 0.2875 | 0.8630 | 0.9290 |
72
+ | No log | 0.6562 | 42 | 0.8018 | 0.2817 | 0.8018 | 0.8954 |
73
+ | No log | 0.6875 | 44 | 0.9950 | 0.1746 | 0.9950 | 0.9975 |
74
+ | No log | 0.7188 | 46 | 1.0255 | 0.1746 | 1.0255 | 1.0127 |
75
+ | No log | 0.75 | 48 | 0.8355 | 0.2508 | 0.8355 | 0.9141 |
76
+ | No log | 0.7812 | 50 | 0.5810 | 0.4585 | 0.5810 | 0.7622 |
77
+ | No log | 0.8125 | 52 | 0.5844 | 0.3809 | 0.5844 | 0.7645 |
78
+ | No log | 0.8438 | 54 | 0.6184 | 0.3396 | 0.6184 | 0.7864 |
79
+ | No log | 0.875 | 56 | 0.8933 | 0.2508 | 0.8933 | 0.9452 |
80
+ | No log | 0.9062 | 58 | 1.0533 | 0.1983 | 1.0533 | 1.0263 |
81
+ | No log | 0.9375 | 60 | 0.9060 | 0.3019 | 0.9060 | 0.9519 |
82
+ | No log | 0.9688 | 62 | 0.6345 | 0.3536 | 0.6345 | 0.7966 |
83
+ | No log | 1.0 | 64 | 0.5306 | 0.4538 | 0.5306 | 0.7284 |
84
+ | No log | 1.0312 | 66 | 0.5258 | 0.5869 | 0.5258 | 0.7251 |
85
+ | No log | 1.0625 | 68 | 0.6985 | 0.4024 | 0.6985 | 0.8357 |
86
+ | No log | 1.0938 | 70 | 1.0846 | 0.3085 | 1.0846 | 1.0414 |
87
+ | No log | 1.125 | 72 | 1.1431 | 0.2081 | 1.1431 | 1.0692 |
88
+ | No log | 1.1562 | 74 | 1.1548 | 0.2081 | 1.1548 | 1.0746 |
89
+ | No log | 1.1875 | 76 | 1.0543 | 0.3059 | 1.0543 | 1.0268 |
90
+ | No log | 1.2188 | 78 | 0.7673 | 0.4354 | 0.7673 | 0.8759 |
91
+ | No log | 1.25 | 80 | 0.6142 | 0.4351 | 0.6142 | 0.7837 |
92
+ | No log | 1.2812 | 82 | 0.6359 | 0.4083 | 0.6359 | 0.7974 |
93
+ | No log | 1.3125 | 84 | 0.6013 | 0.4322 | 0.6013 | 0.7754 |
94
+ | No log | 1.3438 | 86 | 0.4853 | 0.3354 | 0.4853 | 0.6967 |
95
+ | No log | 1.375 | 88 | 0.4644 | 0.4331 | 0.4644 | 0.6815 |
96
+ | No log | 1.4062 | 90 | 0.4790 | 0.4034 | 0.4790 | 0.6921 |
97
+ | No log | 1.4375 | 92 | 0.5227 | 0.4767 | 0.5227 | 0.7230 |
98
+ | No log | 1.4688 | 94 | 0.5948 | 0.4904 | 0.5948 | 0.7712 |
99
+ | No log | 1.5 | 96 | 0.5260 | 0.5748 | 0.5260 | 0.7253 |
100
+ | No log | 1.5312 | 98 | 0.4850 | 0.6295 | 0.4850 | 0.6964 |
101
+ | No log | 1.5625 | 100 | 0.4597 | 0.6106 | 0.4597 | 0.6780 |
102
+ | No log | 1.5938 | 102 | 0.4672 | 0.6053 | 0.4672 | 0.6835 |
103
+ | No log | 1.625 | 104 | 0.4666 | 0.6351 | 0.4666 | 0.6831 |
104
+ | No log | 1.6562 | 106 | 0.4781 | 0.5768 | 0.4781 | 0.6915 |
105
+ | No log | 1.6875 | 108 | 0.5686 | 0.5116 | 0.5686 | 0.7540 |
106
+ | No log | 1.7188 | 110 | 0.6825 | 0.4978 | 0.6825 | 0.8261 |
107
+ | No log | 1.75 | 112 | 0.6887 | 0.4978 | 0.6887 | 0.8299 |
108
+ | No log | 1.7812 | 114 | 0.6197 | 0.4930 | 0.6197 | 0.7872 |
109
+ | No log | 1.8125 | 116 | 0.5535 | 0.5252 | 0.5535 | 0.7440 |
110
+ | No log | 1.8438 | 118 | 0.5384 | 0.5333 | 0.5384 | 0.7337 |
111
+ | No log | 1.875 | 120 | 0.5384 | 0.5333 | 0.5384 | 0.7338 |
112
+ | No log | 1.9062 | 122 | 0.5233 | 0.5797 | 0.5233 | 0.7234 |
113
+ | No log | 1.9375 | 124 | 0.5263 | 0.5991 | 0.5263 | 0.7255 |
114
+ | No log | 1.9688 | 126 | 0.5237 | 0.6267 | 0.5237 | 0.7236 |
115
+ | No log | 2.0 | 128 | 0.6934 | 0.4667 | 0.6934 | 0.8327 |
116
+ | No log | 2.0312 | 130 | 0.6982 | 0.4852 | 0.6982 | 0.8356 |
117
+ | No log | 2.0625 | 132 | 0.7723 | 0.4764 | 0.7723 | 0.8788 |
118
+ | No log | 2.0938 | 134 | 0.6480 | 0.5337 | 0.6480 | 0.8050 |
119
+ | No log | 2.125 | 136 | 0.5999 | 0.5310 | 0.5999 | 0.7746 |
120
+ | No log | 2.1562 | 138 | 0.5203 | 0.6123 | 0.5203 | 0.7213 |
121
+ | No log | 2.1875 | 140 | 0.5103 | 0.5629 | 0.5103 | 0.7144 |
122
+ | No log | 2.2188 | 142 | 0.5260 | 0.5908 | 0.5260 | 0.7253 |
123
+ | No log | 2.25 | 144 | 0.5713 | 0.5368 | 0.5713 | 0.7559 |
124
+ | No log | 2.2812 | 146 | 0.6327 | 0.5032 | 0.6327 | 0.7954 |
125
+ | No log | 2.3125 | 148 | 0.6237 | 0.5267 | 0.6237 | 0.7898 |
126
+ | No log | 2.3438 | 150 | 0.5261 | 0.5726 | 0.5261 | 0.7253 |
127
+ | No log | 2.375 | 152 | 0.5998 | 0.5267 | 0.5998 | 0.7744 |
128
+ | No log | 2.4062 | 154 | 0.5721 | 0.5387 | 0.5721 | 0.7563 |
129
+ | No log | 2.4375 | 156 | 0.4567 | 0.6960 | 0.4567 | 0.6758 |
130
+ | No log | 2.4688 | 158 | 0.4588 | 0.6873 | 0.4588 | 0.6773 |
131
+ | No log | 2.5 | 160 | 0.6056 | 0.4811 | 0.6056 | 0.7782 |
132
+ | No log | 2.5312 | 162 | 0.8771 | 0.4600 | 0.8771 | 0.9365 |
133
+ | No log | 2.5625 | 164 | 0.8165 | 0.4584 | 0.8165 | 0.9036 |
134
+ | No log | 2.5938 | 166 | 0.5592 | 0.5175 | 0.5592 | 0.7478 |
135
+ | No log | 2.625 | 168 | 0.4962 | 0.6647 | 0.4962 | 0.7044 |
136
+ | No log | 2.6562 | 170 | 0.4738 | 0.6341 | 0.4738 | 0.6884 |
137
+ | No log | 2.6875 | 172 | 0.4921 | 0.5621 | 0.4921 | 0.7015 |
138
+ | No log | 2.7188 | 174 | 0.5786 | 0.4868 | 0.5786 | 0.7606 |
139
+ | No log | 2.75 | 176 | 0.6622 | 0.4580 | 0.6622 | 0.8138 |
140
+ | No log | 2.7812 | 178 | 0.5557 | 0.4868 | 0.5557 | 0.7455 |
141
+ | No log | 2.8125 | 180 | 0.4948 | 0.5663 | 0.4948 | 0.7034 |
142
+ | No log | 2.8438 | 182 | 0.5010 | 0.5524 | 0.5010 | 0.7078 |
143
+ | No log | 2.875 | 184 | 0.5593 | 0.5358 | 0.5593 | 0.7479 |
144
+ | No log | 2.9062 | 186 | 0.5472 | 0.5160 | 0.5472 | 0.7397 |
145
+ | No log | 2.9375 | 188 | 0.5230 | 0.5315 | 0.5230 | 0.7232 |
146
+ | No log | 2.9688 | 190 | 0.5226 | 0.5315 | 0.5226 | 0.7229 |
147
+ | No log | 3.0 | 192 | 0.6478 | 0.5131 | 0.6478 | 0.8048 |
148
+ | No log | 3.0312 | 194 | 0.7377 | 0.4748 | 0.7377 | 0.8589 |
149
+ | No log | 3.0625 | 196 | 0.6978 | 0.4925 | 0.6978 | 0.8354 |
150
+ | No log | 3.0938 | 198 | 0.5266 | 0.5603 | 0.5266 | 0.7257 |
151
+ | No log | 3.125 | 200 | 0.5240 | 0.5455 | 0.5240 | 0.7239 |
152
+ | No log | 3.1562 | 202 | 0.6609 | 0.4860 | 0.6609 | 0.8130 |
153
+ | No log | 3.1875 | 204 | 0.5701 | 0.4961 | 0.5701 | 0.7551 |
154
+ | No log | 3.2188 | 206 | 0.4720 | 0.5569 | 0.4720 | 0.6870 |
155
+ | No log | 3.25 | 208 | 0.5382 | 0.4952 | 0.5382 | 0.7336 |
156
+ | No log | 3.2812 | 210 | 0.5682 | 0.5313 | 0.5682 | 0.7538 |
157
+ | No log | 3.3125 | 212 | 0.5086 | 0.5751 | 0.5086 | 0.7132 |
158
+ | No log | 3.3438 | 214 | 0.4840 | 0.6359 | 0.4840 | 0.6957 |
159
+ | No log | 3.375 | 216 | 0.5185 | 0.6382 | 0.5185 | 0.7200 |
160
+ | No log | 3.4062 | 218 | 0.5042 | 0.6120 | 0.5042 | 0.7100 |
161
+ | No log | 3.4375 | 220 | 0.5094 | 0.5896 | 0.5094 | 0.7137 |
162
+ | No log | 3.4688 | 222 | 0.5337 | 0.5780 | 0.5337 | 0.7305 |
163
+ | No log | 3.5 | 224 | 0.5541 | 0.5421 | 0.5541 | 0.7444 |
164
+ | No log | 3.5312 | 226 | 0.5566 | 0.4429 | 0.5566 | 0.7460 |
165
+ | No log | 3.5625 | 228 | 0.5184 | 0.4875 | 0.5184 | 0.7200 |
166
+ | No log | 3.5938 | 230 | 0.5162 | 0.5881 | 0.5162 | 0.7185 |
167
+ | No log | 3.625 | 232 | 0.5442 | 0.5603 | 0.5442 | 0.7377 |
168
+ | No log | 3.6562 | 234 | 0.5565 | 0.5793 | 0.5565 | 0.7460 |
169
+ | No log | 3.6875 | 236 | 0.5101 | 0.6100 | 0.5101 | 0.7142 |
170
+ | No log | 3.7188 | 238 | 0.4885 | 0.6173 | 0.4885 | 0.6989 |
171
+ | No log | 3.75 | 240 | 0.5954 | 0.4755 | 0.5954 | 0.7716 |
172
+ | No log | 3.7812 | 242 | 0.5865 | 0.4755 | 0.5865 | 0.7659 |
173
+ | No log | 3.8125 | 244 | 0.4854 | 0.5289 | 0.4854 | 0.6967 |
174
+ | No log | 3.8438 | 246 | 0.4826 | 0.6183 | 0.4826 | 0.6947 |
175
+ | No log | 3.875 | 248 | 0.6036 | 0.4575 | 0.6036 | 0.7769 |
176
+ | No log | 3.9062 | 250 | 0.6486 | 0.4466 | 0.6486 | 0.8054 |
177
+ | No log | 3.9375 | 252 | 0.5560 | 0.5765 | 0.5560 | 0.7456 |
178
+ | No log | 3.9688 | 254 | 0.4696 | 0.6434 | 0.4696 | 0.6852 |
179
+ | No log | 4.0 | 256 | 0.4742 | 0.6484 | 0.4742 | 0.6887 |
180
+ | No log | 4.0312 | 258 | 0.4889 | 0.5848 | 0.4889 | 0.6992 |
181
+ | No log | 4.0625 | 260 | 0.5613 | 0.5616 | 0.5613 | 0.7492 |
182
+ | No log | 4.0938 | 262 | 0.5827 | 0.5436 | 0.5827 | 0.7634 |
183
+ | No log | 4.125 | 264 | 0.4987 | 0.5348 | 0.4987 | 0.7062 |
184
+ | No log | 4.1562 | 266 | 0.4636 | 0.6518 | 0.4636 | 0.6809 |
185
+ | No log | 4.1875 | 268 | 0.4640 | 0.6518 | 0.4640 | 0.6812 |
186
+ | No log | 4.2188 | 270 | 0.4570 | 0.6479 | 0.4570 | 0.6760 |
187
+ | No log | 4.25 | 272 | 0.5061 | 0.5220 | 0.5061 | 0.7114 |
188
+ | No log | 4.2812 | 274 | 0.5410 | 0.4987 | 0.5410 | 0.7356 |
189
+ | No log | 4.3125 | 276 | 0.4999 | 0.5861 | 0.4999 | 0.7071 |
190
+ | No log | 4.3438 | 278 | 0.4561 | 0.6195 | 0.4561 | 0.6754 |
191
+ | No log | 4.375 | 280 | 0.4476 | 0.6526 | 0.4476 | 0.6690 |
192
+ | No log | 4.4062 | 282 | 0.4763 | 0.6459 | 0.4763 | 0.6902 |
193
+ | No log | 4.4375 | 284 | 0.5419 | 0.5058 | 0.5419 | 0.7362 |
194
+ | No log | 4.4688 | 286 | 0.5149 | 0.5552 | 0.5149 | 0.7176 |
195
+ | No log | 4.5 | 288 | 0.5167 | 0.5373 | 0.5167 | 0.7188 |
196
+ | No log | 4.5312 | 290 | 0.5081 | 0.5378 | 0.5081 | 0.7128 |
197
+ | No log | 4.5625 | 292 | 0.5252 | 0.5184 | 0.5252 | 0.7247 |
198
+ | No log | 4.5938 | 294 | 0.4511 | 0.6601 | 0.4511 | 0.6717 |
199
+ | No log | 4.625 | 296 | 0.4446 | 0.5723 | 0.4446 | 0.6668 |
200
+ | No log | 4.6562 | 298 | 0.5222 | 0.5510 | 0.5222 | 0.7226 |
201
+ | No log | 4.6875 | 300 | 0.4864 | 0.5687 | 0.4864 | 0.6974 |
202
+ | No log | 4.7188 | 302 | 0.4274 | 0.7123 | 0.4274 | 0.6537 |
203
+ | No log | 4.75 | 304 | 0.5546 | 0.4811 | 0.5546 | 0.7447 |
204
+ | No log | 4.7812 | 306 | 0.7478 | 0.4088 | 0.7478 | 0.8648 |
205
+ | No log | 4.8125 | 308 | 0.7400 | 0.4088 | 0.7400 | 0.8602 |
206
+ | No log | 4.8438 | 310 | 0.6184 | 0.4528 | 0.6184 | 0.7864 |
207
+ | No log | 4.875 | 312 | 0.4542 | 0.6431 | 0.4542 | 0.6739 |
208
+ | No log | 4.9062 | 314 | 0.4338 | 0.6174 | 0.4338 | 0.6586 |
209
+ | No log | 4.9375 | 316 | 0.4431 | 0.5983 | 0.4431 | 0.6657 |
210
+ | No log | 4.9688 | 318 | 0.4234 | 0.6904 | 0.4234 | 0.6507 |
211
+ | No log | 5.0 | 320 | 0.4315 | 0.7042 | 0.4315 | 0.6569 |
212
+ | No log | 5.0312 | 322 | 0.5162 | 0.5046 | 0.5162 | 0.7185 |
213
+ | No log | 5.0625 | 324 | 0.5617 | 0.5251 | 0.5617 | 0.7495 |
214
+ | No log | 5.0938 | 326 | 0.5060 | 0.5436 | 0.5060 | 0.7113 |
215
+ | No log | 5.125 | 328 | 0.4267 | 0.6860 | 0.4267 | 0.6532 |
216
+ | No log | 5.1562 | 330 | 0.4222 | 0.6530 | 0.4222 | 0.6498 |
217
+ | No log | 5.1875 | 332 | 0.4528 | 0.5995 | 0.4528 | 0.6729 |
218
+ | No log | 5.2188 | 334 | 0.4751 | 0.5859 | 0.4751 | 0.6893 |
219
+ | No log | 5.25 | 336 | 0.4440 | 0.6365 | 0.4440 | 0.6664 |
220
+ | No log | 5.2812 | 338 | 0.4618 | 0.7031 | 0.4618 | 0.6796 |
221
+ | No log | 5.3125 | 340 | 0.6249 | 0.5199 | 0.6249 | 0.7905 |
222
+ | No log | 5.3438 | 342 | 0.7497 | 0.4979 | 0.7497 | 0.8659 |
223
+ | No log | 5.375 | 344 | 0.7112 | 0.4794 | 0.7112 | 0.8433 |
224
+ | No log | 5.4062 | 346 | 0.5614 | 0.5874 | 0.5614 | 0.7492 |
225
+ | No log | 5.4375 | 348 | 0.4492 | 0.6877 | 0.4492 | 0.6702 |
226
+ | No log | 5.4688 | 350 | 0.4543 | 0.6589 | 0.4543 | 0.6740 |
227
+ | No log | 5.5 | 352 | 0.5026 | 0.5498 | 0.5026 | 0.7090 |
228
+ | No log | 5.5312 | 354 | 0.5785 | 0.5046 | 0.5785 | 0.7606 |
229
+ | No log | 5.5625 | 356 | 0.6382 | 0.4821 | 0.6382 | 0.7989 |
230
+ | No log | 5.5938 | 358 | 0.6566 | 0.4584 | 0.6566 | 0.8103 |
231
+ | No log | 5.625 | 360 | 0.6153 | 0.4737 | 0.6153 | 0.7844 |
232
+ | No log | 5.6562 | 362 | 0.5940 | 0.5096 | 0.5940 | 0.7707 |
233
+ | No log | 5.6875 | 364 | 0.5577 | 0.5560 | 0.5577 | 0.7468 |
234
+ | No log | 5.7188 | 366 | 0.5453 | 0.5861 | 0.5453 | 0.7385 |
235
+ | No log | 5.75 | 368 | 0.5333 | 0.6042 | 0.5333 | 0.7302 |
236
+ | No log | 5.7812 | 370 | 0.5536 | 0.5767 | 0.5536 | 0.7440 |
237
+ | No log | 5.8125 | 372 | 0.5943 | 0.5046 | 0.5943 | 0.7709 |
238
+ | No log | 5.8438 | 374 | 0.5724 | 0.5581 | 0.5724 | 0.7566 |
239
+ | No log | 5.875 | 376 | 0.4759 | 0.6349 | 0.4759 | 0.6898 |
240
+ | No log | 5.9062 | 378 | 0.4626 | 0.6156 | 0.4626 | 0.6801 |
241
+ | No log | 5.9375 | 380 | 0.4745 | 0.5970 | 0.4745 | 0.6888 |
242
+ | No log | 5.9688 | 382 | 0.5036 | 0.5721 | 0.5036 | 0.7096 |
243
+ | No log | 6.0 | 384 | 0.5182 | 0.5721 | 0.5182 | 0.7199 |
244
+ | No log | 6.0312 | 386 | 0.5187 | 0.5721 | 0.5187 | 0.7202 |
245
+ | No log | 6.0625 | 388 | 0.5323 | 0.5200 | 0.5323 | 0.7296 |
246
+ | No log | 6.0938 | 390 | 0.5913 | 0.4382 | 0.5913 | 0.7689 |
247
+ | No log | 6.125 | 392 | 0.5651 | 0.4471 | 0.5651 | 0.7518 |
248
+ | No log | 6.1562 | 394 | 0.5384 | 0.4129 | 0.5384 | 0.7338 |
249
+ | No log | 6.1875 | 396 | 0.4559 | 0.5105 | 0.4559 | 0.6752 |
250
+ | No log | 6.2188 | 398 | 0.4115 | 0.6403 | 0.4115 | 0.6415 |
251
+ | No log | 6.25 | 400 | 0.4124 | 0.6953 | 0.4124 | 0.6422 |
252
+ | No log | 6.2812 | 402 | 0.4535 | 0.5779 | 0.4535 | 0.6734 |
253
+ | No log | 6.3125 | 404 | 0.5080 | 0.5500 | 0.5080 | 0.7128 |
254
+ | No log | 6.3438 | 406 | 0.5416 | 0.5819 | 0.5416 | 0.7359 |
255
+ | No log | 6.375 | 408 | 0.5267 | 0.5887 | 0.5267 | 0.7257 |
256
+ | No log | 6.4062 | 410 | 0.4513 | 0.6613 | 0.4513 | 0.6718 |
257
+ | No log | 6.4375 | 412 | 0.4326 | 0.6815 | 0.4326 | 0.6577 |
258
+ | No log | 6.4688 | 414 | 0.4395 | 0.7147 | 0.4395 | 0.6630 |
259
+ | No log | 6.5 | 416 | 0.4367 | 0.6652 | 0.4367 | 0.6608 |
260
+ | No log | 6.5312 | 418 | 0.4292 | 0.6492 | 0.4292 | 0.6551 |
261
+ | No log | 6.5625 | 420 | 0.4286 | 0.6492 | 0.4286 | 0.6547 |
262
+ | No log | 6.5938 | 422 | 0.4359 | 0.7041 | 0.4359 | 0.6602 |
263
+ | No log | 6.625 | 424 | 0.4830 | 0.6864 | 0.4830 | 0.6950 |
264
+ | No log | 6.6562 | 426 | 0.5154 | 0.6389 | 0.5154 | 0.7179 |
265
+ | No log | 6.6875 | 428 | 0.5353 | 0.6556 | 0.5353 | 0.7316 |
266
+ | No log | 6.7188 | 430 | 0.5235 | 0.6556 | 0.5235 | 0.7236 |
267
+ | No log | 6.75 | 432 | 0.5273 | 0.6712 | 0.5273 | 0.7261 |
268
+ | No log | 6.7812 | 434 | 0.5383 | 0.6414 | 0.5383 | 0.7337 |
269
+ | No log | 6.8125 | 436 | 0.5320 | 0.6414 | 0.5320 | 0.7294 |
270
+ | No log | 6.8438 | 438 | 0.5100 | 0.6482 | 0.5100 | 0.7142 |
271
+ | No log | 6.875 | 440 | 0.4883 | 0.6709 | 0.4883 | 0.6988 |
272
+ | No log | 6.9062 | 442 | 0.4959 | 0.6537 | 0.4959 | 0.7042 |
273
+ | No log | 6.9375 | 444 | 0.5250 | 0.6060 | 0.5250 | 0.7246 |
274
+ | No log | 6.9688 | 446 | 0.4955 | 0.6379 | 0.4955 | 0.7039 |
275
+ | No log | 7.0 | 448 | 0.4638 | 0.7218 | 0.4638 | 0.6810 |
276
+ | No log | 7.0312 | 450 | 0.4565 | 0.7041 | 0.4565 | 0.6756 |
277
+ | No log | 7.0625 | 452 | 0.4592 | 0.6960 | 0.4592 | 0.6776 |
278
+ | No log | 7.0938 | 454 | 0.4712 | 0.6771 | 0.4712 | 0.6864 |
279
+ | No log | 7.125 | 456 | 0.4701 | 0.6577 | 0.4701 | 0.6856 |
280
+ | No log | 7.1562 | 458 | 0.4888 | 0.5918 | 0.4888 | 0.6992 |
281
+ | No log | 7.1875 | 460 | 0.4988 | 0.6017 | 0.4988 | 0.7063 |
282
+ | No log | 7.2188 | 462 | 0.4782 | 0.7004 | 0.4782 | 0.6915 |
283
+ | No log | 7.25 | 464 | 0.4664 | 0.6409 | 0.4664 | 0.6829 |
284
+ | No log | 7.2812 | 466 | 0.4708 | 0.6677 | 0.4708 | 0.6861 |
285
+ | No log | 7.3125 | 468 | 0.4974 | 0.6048 | 0.4974 | 0.7053 |
286
+ | No log | 7.3438 | 470 | 0.6033 | 0.4890 | 0.6033 | 0.7767 |
287
+ | No log | 7.375 | 472 | 0.7119 | 0.4033 | 0.7119 | 0.8437 |
288
+ | No log | 7.4062 | 474 | 0.7616 | 0.4051 | 0.7616 | 0.8727 |
289
+ | No log | 7.4375 | 476 | 0.6832 | 0.4413 | 0.6832 | 0.8266 |
290
+ | No log | 7.4688 | 478 | 0.5488 | 0.4926 | 0.5488 | 0.7408 |
291
+ | No log | 7.5 | 480 | 0.4699 | 0.5956 | 0.4699 | 0.6855 |
292
+ | No log | 7.5312 | 482 | 0.4330 | 0.6661 | 0.4330 | 0.6580 |
293
+ | No log | 7.5625 | 484 | 0.4678 | 0.5943 | 0.4678 | 0.6839 |
294
+ | No log | 7.5938 | 486 | 0.5348 | 0.4969 | 0.5348 | 0.7313 |
295
+ | No log | 7.625 | 488 | 0.5774 | 0.4926 | 0.5774 | 0.7598 |
296
+ | No log | 7.6562 | 490 | 0.5939 | 0.4868 | 0.5939 | 0.7706 |
297
+ | No log | 7.6875 | 492 | 0.5775 | 0.5436 | 0.5775 | 0.7599 |
298
+ | No log | 7.7188 | 494 | 0.5236 | 0.5298 | 0.5236 | 0.7236 |
299
+ | No log | 7.75 | 496 | 0.4647 | 0.5826 | 0.4647 | 0.6817 |
300
+ | No log | 7.7812 | 498 | 0.4504 | 0.6739 | 0.4504 | 0.6711 |
301
+ | 0.3246 | 7.8125 | 500 | 0.4406 | 0.6819 | 0.4406 | 0.6637 |
302
+ | 0.3246 | 7.8438 | 502 | 0.4616 | 0.5600 | 0.4616 | 0.6794 |
303
+ | 0.3246 | 7.875 | 504 | 0.4823 | 0.5171 | 0.4823 | 0.6944 |
304
+ | 0.3246 | 7.9062 | 506 | 0.4714 | 0.4561 | 0.4714 | 0.6866 |
305
+ | 0.3246 | 7.9375 | 508 | 0.4559 | 0.4869 | 0.4559 | 0.6752 |
306
+ | 0.3246 | 7.9688 | 510 | 0.4616 | 0.5065 | 0.4616 | 0.6794 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions