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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task3_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task3_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task3_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: 0.7797
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- - Qwk: -0.0145
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- - Mse: 0.7797
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- - Rmse: 0.8830
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  ## Model description
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@@ -47,518 +47,342 @@ 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 | 0.0417 | 2 | 3.6210 | -0.0165 | 3.6210 | 1.9029 |
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- | No log | 0.0833 | 4 | 1.7058 | 0.0398 | 1.7058 | 1.3061 |
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- | No log | 0.125 | 6 | 1.4616 | 0.0028 | 1.4616 | 1.2090 |
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- | No log | 0.1667 | 8 | 2.4017 | -0.0141 | 2.4017 | 1.5497 |
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- | No log | 0.2083 | 10 | 1.3788 | -0.0164 | 1.3788 | 1.1742 |
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- | No log | 0.25 | 12 | 0.7108 | 0.1021 | 0.7108 | 0.8431 |
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- | No log | 0.2917 | 14 | 0.6996 | 0.0 | 0.6996 | 0.8364 |
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- | No log | 0.3333 | 16 | 0.8006 | 0.1449 | 0.8006 | 0.8948 |
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- | No log | 0.375 | 18 | 1.1362 | -0.0178 | 1.1362 | 1.0659 |
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- | No log | 0.4167 | 20 | 1.3090 | -0.0234 | 1.3090 | 1.1441 |
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- | No log | 0.4583 | 22 | 1.1633 | -0.0234 | 1.1633 | 1.0786 |
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- | No log | 0.5 | 24 | 0.9733 | 0.0137 | 0.9733 | 0.9866 |
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- | No log | 0.5417 | 26 | 1.0109 | -0.0178 | 1.0109 | 1.0055 |
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- | No log | 0.5833 | 28 | 1.3917 | -0.0468 | 1.3917 | 1.1797 |
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- | No log | 0.625 | 30 | 1.4537 | -0.0468 | 1.4537 | 1.2057 |
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- | No log | 0.6667 | 32 | 1.0236 | 0.0423 | 1.0236 | 1.0117 |
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- | No log | 0.7083 | 34 | 0.7631 | 0.0334 | 0.7631 | 0.8736 |
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- | No log | 0.75 | 36 | 0.7737 | -0.0160 | 0.7737 | 0.8796 |
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- | No log | 0.7917 | 38 | 0.9221 | 0.0353 | 0.9221 | 0.9603 |
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- | No log | 0.8333 | 40 | 1.3507 | -0.0490 | 1.3507 | 1.1622 |
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- | No log | 0.875 | 42 | 1.3305 | -0.0234 | 1.3305 | 1.1535 |
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- | No log | 0.9167 | 44 | 1.2265 | -0.0490 | 1.2265 | 1.1075 |
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- | No log | 0.9583 | 46 | 1.1727 | -0.0468 | 1.1727 | 1.0829 |
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- | No log | 1.0 | 48 | 0.9361 | 0.0431 | 0.9361 | 0.9675 |
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- | No log | 1.0417 | 50 | 0.6949 | -0.0069 | 0.6949 | 0.8336 |
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- | No log | 1.0833 | 52 | 0.7011 | 0.0 | 0.7011 | 0.8373 |
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- | No log | 1.125 | 54 | 0.8263 | -0.1249 | 0.8263 | 0.9090 |
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- | No log | 1.1667 | 56 | 0.9626 | 0.0260 | 0.9626 | 0.9811 |
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- | No log | 1.2083 | 58 | 1.1095 | -0.0468 | 1.1095 | 1.0533 |
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- | No log | 1.25 | 60 | 1.0854 | -0.0468 | 1.0854 | 1.0418 |
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- | No log | 1.2917 | 62 | 0.9323 | -0.0923 | 0.9323 | 0.9656 |
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- | No log | 1.3333 | 64 | 0.8492 | -0.1244 | 0.8492 | 0.9215 |
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- | No log | 1.375 | 66 | 0.8637 | -0.1246 | 0.8637 | 0.9293 |
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- | No log | 1.4167 | 68 | 0.8053 | -0.0660 | 0.8053 | 0.8974 |
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- | No log | 1.4583 | 70 | 0.8321 | -0.1187 | 0.8321 | 0.9122 |
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- | No log | 1.5 | 72 | 0.9174 | -0.0818 | 0.9174 | 0.9578 |
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- | No log | 1.5417 | 74 | 1.2207 | -0.0665 | 1.2207 | 1.1049 |
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- | No log | 1.5833 | 76 | 1.3090 | -0.0952 | 1.3090 | 1.1441 |
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- | No log | 1.625 | 78 | 1.0128 | -0.0877 | 1.0128 | 1.0064 |
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- | No log | 1.6667 | 80 | 0.7388 | -0.0551 | 0.7388 | 0.8595 |
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- | No log | 1.7083 | 82 | 0.7867 | -0.0826 | 0.7867 | 0.8870 |
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- | No log | 1.75 | 84 | 0.7877 | 0.0128 | 0.7877 | 0.8875 |
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- | No log | 1.7917 | 86 | 0.7474 | 0.0 | 0.7474 | 0.8645 |
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- | No log | 1.8333 | 88 | 1.0057 | -0.1506 | 1.0057 | 1.0029 |
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- | No log | 1.875 | 90 | 1.5825 | -0.0234 | 1.5825 | 1.2580 |
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- | No log | 1.9167 | 92 | 1.6659 | -0.0234 | 1.6659 | 1.2907 |
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- | No log | 1.9583 | 94 | 1.4827 | -0.0234 | 1.4827 | 1.2177 |
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- | No log | 2.0 | 96 | 1.2997 | -0.0234 | 1.2997 | 1.1401 |
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- | No log | 2.0417 | 98 | 1.0921 | -0.0490 | 1.0921 | 1.0450 |
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- | No log | 2.0833 | 100 | 0.8798 | 0.0207 | 0.8798 | 0.9380 |
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- | No log | 2.125 | 102 | 0.8181 | -0.0264 | 0.8181 | 0.9045 |
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- | No log | 2.1667 | 104 | 0.8107 | -0.0264 | 0.8107 | 0.9004 |
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- | No log | 2.2083 | 106 | 0.8393 | 0.1291 | 0.8393 | 0.9161 |
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- | No log | 2.25 | 108 | 1.0941 | -0.0736 | 1.0941 | 1.0460 |
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- | No log | 2.2917 | 110 | 1.3019 | -0.0490 | 1.3019 | 1.1410 |
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- | No log | 2.3333 | 112 | 1.0901 | -0.1019 | 1.0901 | 1.0441 |
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- | No log | 2.375 | 114 | 0.8650 | 0.0609 | 0.8650 | 0.9301 |
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- | No log | 2.4167 | 116 | 0.8154 | -0.0778 | 0.8154 | 0.9030 |
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- | No log | 2.4583 | 118 | 0.8406 | -0.0801 | 0.8406 | 0.9168 |
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- | No log | 2.5 | 120 | 0.7907 | -0.0065 | 0.7907 | 0.8892 |
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- | No log | 2.5417 | 122 | 0.7577 | -0.0571 | 0.7577 | 0.8705 |
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- | No log | 2.5833 | 124 | 0.7762 | 0.0460 | 0.7762 | 0.8810 |
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- | No log | 2.625 | 126 | 0.8803 | -0.0886 | 0.8803 | 0.9383 |
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- | No log | 2.6667 | 128 | 0.9969 | -0.0331 | 0.9969 | 0.9985 |
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- | No log | 2.7083 | 130 | 0.9599 | -0.0316 | 0.9599 | 0.9798 |
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- | No log | 2.75 | 132 | 0.7825 | -0.0264 | 0.7825 | 0.8846 |
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- | No log | 2.7917 | 134 | 0.7281 | 0.0909 | 0.7281 | 0.8533 |
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- | No log | 2.8333 | 136 | 0.6931 | -0.0069 | 0.6931 | 0.8326 |
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- | No log | 2.875 | 138 | 0.6772 | 0.0555 | 0.6772 | 0.8229 |
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- | No log | 2.9167 | 140 | 0.7815 | 0.0159 | 0.7815 | 0.8840 |
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- | No log | 2.9583 | 142 | 0.8445 | 0.0549 | 0.8445 | 0.9190 |
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- | No log | 3.0 | 144 | 0.6999 | 0.0506 | 0.6999 | 0.8366 |
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- | No log | 3.0417 | 146 | 0.7057 | 0.0555 | 0.7057 | 0.8400 |
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- | No log | 3.0833 | 148 | 0.8022 | 0.0129 | 0.8022 | 0.8956 |
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- | No log | 3.125 | 150 | 0.8762 | 0.0476 | 0.8762 | 0.9360 |
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- | No log | 3.1667 | 152 | 0.7829 | -0.0252 | 0.7829 | 0.8848 |
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- | No log | 3.2083 | 154 | 0.7240 | 0.0035 | 0.7240 | 0.8509 |
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- | No log | 3.25 | 156 | 0.7187 | 0.0555 | 0.7187 | 0.8478 |
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- | No log | 3.2917 | 158 | 0.7345 | 0.0 | 0.7345 | 0.8570 |
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- | No log | 3.3333 | 160 | 0.8017 | 0.0152 | 0.8017 | 0.8953 |
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- | No log | 3.375 | 162 | 0.8798 | -0.0056 | 0.8798 | 0.9380 |
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- | No log | 3.4167 | 164 | 0.7349 | 0.0191 | 0.7349 | 0.8572 |
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- | No log | 3.4583 | 166 | 0.7413 | 0.0260 | 0.7413 | 0.8610 |
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- | No log | 3.5 | 168 | 0.7134 | -0.0131 | 0.7134 | 0.8446 |
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- | No log | 3.5417 | 170 | 0.6940 | 0.0460 | 0.6940 | 0.8331 |
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- | No log | 3.5833 | 172 | 0.6927 | -0.0033 | 0.6927 | 0.8323 |
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- | No log | 3.625 | 174 | 0.6829 | 0.0479 | 0.6829 | 0.8263 |
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- | No log | 3.6667 | 176 | 0.6715 | 0.0035 | 0.6715 | 0.8195 |
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- | No log | 3.7083 | 178 | 0.6725 | -0.0069 | 0.6725 | 0.8200 |
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- | No log | 3.75 | 180 | 0.8982 | -0.0390 | 0.8982 | 0.9477 |
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- | No log | 3.7917 | 182 | 1.0618 | -0.0571 | 1.0618 | 1.0305 |
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- | No log | 3.8333 | 184 | 0.7709 | -0.0287 | 0.7709 | 0.8780 |
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- | No log | 3.875 | 186 | 0.6801 | 0.0035 | 0.6801 | 0.8247 |
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- | No log | 3.9167 | 188 | 0.8011 | 0.0155 | 0.8011 | 0.8950 |
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- | No log | 3.9583 | 190 | 0.8104 | 0.0206 | 0.8104 | 0.9002 |
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- | No log | 4.0 | 192 | 0.7578 | -0.0059 | 0.7578 | 0.8705 |
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- | No log | 4.0417 | 194 | 1.0503 | -0.0526 | 1.0503 | 1.0249 |
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- | No log | 4.0833 | 196 | 1.1678 | -0.0931 | 1.1678 | 1.0806 |
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- | No log | 4.125 | 198 | 1.0134 | -0.0571 | 1.0134 | 1.0067 |
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- | No log | 4.1667 | 200 | 0.7804 | 0.0129 | 0.7804 | 0.8834 |
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- | No log | 4.2083 | 202 | 0.6982 | 0.0555 | 0.6982 | 0.8356 |
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- | No log | 4.25 | 204 | 0.6988 | -0.0069 | 0.6988 | 0.8359 |
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- | No log | 4.2917 | 206 | 0.7114 | -0.0101 | 0.7114 | 0.8435 |
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- | No log | 4.3333 | 208 | 0.7287 | -0.0679 | 0.7287 | 0.8536 |
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- | No log | 4.375 | 210 | 0.7496 | 0.0 | 0.7496 | 0.8658 |
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- | No log | 4.4167 | 212 | 0.8226 | 0.1128 | 0.8226 | 0.9070 |
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- | No log | 4.4583 | 214 | 0.8497 | 0.1128 | 0.8497 | 0.9218 |
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- | No log | 4.5 | 216 | 0.8113 | 0.1130 | 0.8113 | 0.9007 |
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- | No log | 4.5417 | 218 | 0.7819 | 0.0628 | 0.7819 | 0.8842 |
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- | No log | 4.5833 | 220 | 0.7716 | -0.0643 | 0.7716 | 0.8784 |
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- | No log | 4.625 | 222 | 0.7809 | -0.0204 | 0.7809 | 0.8837 |
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- | No log | 4.6667 | 224 | 0.7367 | 0.0033 | 0.7367 | 0.8583 |
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- | No log | 4.7083 | 226 | 0.7572 | 0.0602 | 0.7572 | 0.8702 |
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- | No log | 4.75 | 228 | 0.7358 | 0.0035 | 0.7358 | 0.8578 |
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- | No log | 4.7917 | 230 | 0.7110 | 0.0571 | 0.7110 | 0.8432 |
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- | No log | 4.8333 | 232 | 0.7721 | 0.0191 | 0.7721 | 0.8787 |
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- | No log | 4.875 | 234 | 0.8192 | 0.0159 | 0.8192 | 0.9051 |
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- | No log | 4.9167 | 236 | 0.7930 | 0.0183 | 0.7930 | 0.8905 |
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- | No log | 4.9583 | 238 | 0.7499 | -0.0065 | 0.7499 | 0.8660 |
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- | No log | 5.0 | 240 | 0.7487 | -0.0473 | 0.7487 | 0.8653 |
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- | No log | 5.0417 | 242 | 0.8130 | -0.0428 | 0.8130 | 0.9017 |
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- | No log | 5.0833 | 244 | 0.8187 | 0.0652 | 0.8187 | 0.9048 |
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- | No log | 5.125 | 246 | 0.7659 | -0.0473 | 0.7659 | 0.8751 |
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- | No log | 5.1667 | 248 | 0.7518 | -0.0473 | 0.7518 | 0.8671 |
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- | No log | 5.2083 | 250 | 0.7609 | 0.0122 | 0.7609 | 0.8723 |
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- | No log | 5.25 | 252 | 0.7865 | 0.0122 | 0.7865 | 0.8868 |
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- | No log | 5.2917 | 254 | 0.8148 | -0.0826 | 0.8148 | 0.9027 |
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- | No log | 5.3333 | 256 | 0.8953 | -0.0591 | 0.8953 | 0.9462 |
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- | No log | 5.375 | 258 | 0.9003 | -0.0214 | 0.9003 | 0.9489 |
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- | No log | 5.4167 | 260 | 0.7897 | 0.0094 | 0.7897 | 0.8887 |
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- | No log | 5.4583 | 262 | 0.7428 | 0.0031 | 0.7428 | 0.8619 |
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- | No log | 5.5 | 264 | 0.7415 | 0.0031 | 0.7415 | 0.8611 |
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- | No log | 5.5417 | 266 | 0.7469 | -0.0473 | 0.7469 | 0.8642 |
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- | No log | 5.5833 | 268 | 0.7430 | -0.0473 | 0.7430 | 0.8620 |
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- | No log | 5.625 | 270 | 0.7401 | -0.0473 | 0.7401 | 0.8603 |
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- | No log | 5.6667 | 272 | 0.7550 | 0.0 | 0.7550 | 0.8689 |
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- | No log | 5.7083 | 274 | 0.7430 | -0.0473 | 0.7430 | 0.8620 |
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- | No log | 5.75 | 276 | 0.7482 | -0.0473 | 0.7482 | 0.8650 |
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- | No log | 5.7917 | 278 | 0.7542 | -0.0473 | 0.7542 | 0.8685 |
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- | No log | 5.8333 | 280 | 0.7615 | -0.0473 | 0.7615 | 0.8726 |
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- | No log | 5.875 | 282 | 0.7678 | -0.0473 | 0.7678 | 0.8762 |
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- | No log | 5.9167 | 284 | 0.7783 | 0.0031 | 0.7783 | 0.8822 |
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- | No log | 5.9583 | 286 | 0.8072 | -0.0583 | 0.8072 | 0.8984 |
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- | No log | 6.0 | 288 | 0.8163 | -0.0163 | 0.8163 | 0.9035 |
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- | No log | 6.0417 | 290 | 0.7821 | -0.0030 | 0.7821 | 0.8844 |
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- | No log | 6.0833 | 292 | 0.7515 | 0.0031 | 0.7515 | 0.8669 |
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- | No log | 6.125 | 294 | 0.7394 | 0.0541 | 0.7394 | 0.8599 |
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- | No log | 6.1667 | 296 | 0.7460 | 0.1371 | 0.7460 | 0.8637 |
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- | No log | 6.2083 | 298 | 0.7460 | 0.1259 | 0.7460 | 0.8637 |
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- | No log | 6.25 | 300 | 0.7133 | 0.0909 | 0.7133 | 0.8446 |
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- | No log | 6.2917 | 302 | 0.7116 | 0.1082 | 0.7116 | 0.8436 |
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- | No log | 6.3333 | 304 | 0.7268 | 0.0541 | 0.7268 | 0.8525 |
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- | No log | 6.375 | 306 | 0.7533 | 0.0973 | 0.7533 | 0.8680 |
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- | No log | 6.4167 | 308 | 0.7675 | 0.0031 | 0.7675 | 0.8761 |
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- | No log | 6.4583 | 310 | 0.7755 | 0.0585 | 0.7755 | 0.8806 |
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- | No log | 6.5 | 312 | 0.7980 | -0.0322 | 0.7980 | 0.8933 |
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- | No log | 6.5417 | 314 | 0.7667 | -0.0939 | 0.7667 | 0.8756 |
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- | No log | 6.5833 | 316 | 0.7281 | 0.0541 | 0.7281 | 0.8533 |
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- | No log | 6.625 | 318 | 0.7315 | 0.0541 | 0.7315 | 0.8553 |
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- | No log | 6.6667 | 320 | 0.7606 | 0.0454 | 0.7606 | 0.8721 |
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- | No log | 6.7083 | 322 | 0.8116 | 0.1249 | 0.8116 | 0.9009 |
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- | No log | 6.75 | 324 | 0.8526 | 0.1048 | 0.8526 | 0.9234 |
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- | No log | 6.7917 | 326 | 0.8719 | -0.0341 | 0.8719 | 0.9338 |
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- | No log | 6.8333 | 328 | 0.8332 | 0.0338 | 0.8332 | 0.9128 |
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- | No log | 6.875 | 330 | 0.7888 | 0.1024 | 0.7888 | 0.8881 |
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- | No log | 6.9167 | 332 | 0.8202 | 0.0640 | 0.8202 | 0.9056 |
218
- | No log | 6.9583 | 334 | 0.9784 | -0.0616 | 0.9784 | 0.9892 |
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- | No log | 7.0 | 336 | 0.9655 | -0.0616 | 0.9655 | 0.9826 |
220
- | No log | 7.0417 | 338 | 0.8273 | 0.0652 | 0.8273 | 0.9096 |
221
- | No log | 7.0833 | 340 | 0.7976 | 0.0061 | 0.7976 | 0.8931 |
222
- | No log | 7.125 | 342 | 0.7918 | 0.0031 | 0.7918 | 0.8898 |
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- | No log | 7.1667 | 344 | 0.7778 | -0.0473 | 0.7778 | 0.8819 |
224
- | No log | 7.2083 | 346 | 0.7637 | 0.0454 | 0.7637 | 0.8739 |
225
- | No log | 7.25 | 348 | 0.7526 | 0.0454 | 0.7526 | 0.8675 |
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- | No log | 7.2917 | 350 | 0.7532 | -0.1001 | 0.7532 | 0.8679 |
227
- | No log | 7.3333 | 352 | 0.7852 | -0.0881 | 0.7852 | 0.8861 |
228
- | No log | 7.375 | 354 | 0.7701 | -0.0473 | 0.7701 | 0.8775 |
229
- | No log | 7.4167 | 356 | 0.7819 | -0.0513 | 0.7819 | 0.8842 |
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- | No log | 7.4583 | 358 | 0.7973 | -0.0030 | 0.7973 | 0.8929 |
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- | No log | 7.5 | 360 | 0.7922 | -0.0030 | 0.7922 | 0.8900 |
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- | No log | 7.5417 | 362 | 0.7786 | -0.0059 | 0.7786 | 0.8824 |
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- | No log | 7.5833 | 364 | 0.7600 | -0.0030 | 0.7600 | 0.8718 |
234
- | No log | 7.625 | 366 | 0.7625 | -0.0473 | 0.7625 | 0.8732 |
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- | No log | 7.6667 | 368 | 0.7716 | -0.0473 | 0.7716 | 0.8784 |
236
- | No log | 7.7083 | 370 | 0.7724 | -0.0030 | 0.7724 | 0.8789 |
237
- | No log | 7.75 | 372 | 0.7775 | 0.0031 | 0.7775 | 0.8818 |
238
- | No log | 7.7917 | 374 | 0.7700 | -0.0473 | 0.7700 | 0.8775 |
239
- | No log | 7.8333 | 376 | 0.7783 | -0.0939 | 0.7783 | 0.8822 |
240
- | No log | 7.875 | 378 | 0.7613 | -0.0428 | 0.7613 | 0.8725 |
241
- | No log | 7.9167 | 380 | 0.7567 | 0.0541 | 0.7567 | 0.8699 |
242
- | No log | 7.9583 | 382 | 0.7598 | -0.0032 | 0.7598 | 0.8717 |
243
- | No log | 8.0 | 384 | 0.7562 | -0.0578 | 0.7562 | 0.8696 |
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- | No log | 8.0417 | 386 | 0.7530 | -0.0578 | 0.7530 | 0.8678 |
245
- | No log | 8.0833 | 388 | 0.7591 | 0.0541 | 0.7591 | 0.8712 |
246
- | No log | 8.125 | 390 | 0.7836 | -0.0513 | 0.7836 | 0.8852 |
247
- | No log | 8.1667 | 392 | 0.8196 | 0.0173 | 0.8196 | 0.9053 |
248
- | No log | 8.2083 | 394 | 0.8601 | 0.0260 | 0.8601 | 0.9274 |
249
- | No log | 8.25 | 396 | 0.9032 | 0.0297 | 0.9032 | 0.9504 |
250
- | No log | 8.2917 | 398 | 0.8720 | 0.0240 | 0.8720 | 0.9338 |
251
- | No log | 8.3333 | 400 | 0.8396 | -0.0879 | 0.8396 | 0.9163 |
252
- | No log | 8.375 | 402 | 0.8396 | -0.0567 | 0.8396 | 0.9163 |
253
- | No log | 8.4167 | 404 | 0.8312 | -0.0027 | 0.8312 | 0.9117 |
254
- | No log | 8.4583 | 406 | 0.8465 | -0.0195 | 0.8465 | 0.9201 |
255
- | No log | 8.5 | 408 | 0.8704 | 0.0279 | 0.8704 | 0.9330 |
256
- | No log | 8.5417 | 410 | 0.8402 | 0.0260 | 0.8402 | 0.9166 |
257
- | No log | 8.5833 | 412 | 0.7886 | -0.0810 | 0.7886 | 0.8880 |
258
- | No log | 8.625 | 414 | 0.7861 | -0.0314 | 0.7861 | 0.8866 |
259
- | No log | 8.6667 | 416 | 0.8215 | 0.0683 | 0.8215 | 0.9064 |
260
- | No log | 8.7083 | 418 | 0.8135 | 0.0683 | 0.8135 | 0.9019 |
261
- | No log | 8.75 | 420 | 0.8011 | -0.1155 | 0.8011 | 0.8950 |
262
- | No log | 8.7917 | 422 | 0.8377 | 0.0741 | 0.8377 | 0.9152 |
263
- | No log | 8.8333 | 424 | 0.9215 | -0.0341 | 0.9215 | 0.9599 |
264
- | No log | 8.875 | 426 | 0.8942 | 0.1003 | 0.8942 | 0.9456 |
265
- | No log | 8.9167 | 428 | 0.8484 | 0.0236 | 0.8484 | 0.9211 |
266
- | No log | 8.9583 | 430 | 0.7919 | -0.0029 | 0.7919 | 0.8899 |
267
- | No log | 9.0 | 432 | 0.7920 | -0.0406 | 0.7920 | 0.8899 |
268
- | No log | 9.0417 | 434 | 0.7910 | 0.0122 | 0.7910 | 0.8894 |
269
- | No log | 9.0833 | 436 | 0.8302 | 0.0695 | 0.8302 | 0.9111 |
270
- | No log | 9.125 | 438 | 0.8097 | 0.0122 | 0.8097 | 0.8998 |
271
- | No log | 9.1667 | 440 | 0.8025 | -0.0406 | 0.8025 | 0.8958 |
272
- | No log | 9.2083 | 442 | 0.8220 | 0.0640 | 0.8220 | 0.9066 |
273
- | No log | 9.25 | 444 | 0.8084 | 0.0116 | 0.8084 | 0.8991 |
274
- | No log | 9.2917 | 446 | 0.8075 | -0.0406 | 0.8075 | 0.8986 |
275
- | No log | 9.3333 | 448 | 0.8359 | 0.0715 | 0.8359 | 0.9143 |
276
- | No log | 9.375 | 450 | 0.8350 | 0.0557 | 0.8350 | 0.9138 |
277
- | No log | 9.4167 | 452 | 0.8511 | -0.0059 | 0.8511 | 0.9226 |
278
- | No log | 9.4583 | 454 | 0.8884 | -0.1083 | 0.8884 | 0.9426 |
279
- | No log | 9.5 | 456 | 0.8760 | -0.1072 | 0.8760 | 0.9359 |
280
- | No log | 9.5417 | 458 | 0.8479 | 0.0981 | 0.8479 | 0.9208 |
281
- | No log | 9.5833 | 460 | 0.8593 | 0.1128 | 0.8593 | 0.9270 |
282
- | No log | 9.625 | 462 | 0.8513 | 0.0715 | 0.8513 | 0.9226 |
283
- | No log | 9.6667 | 464 | 0.8204 | 0.0122 | 0.8204 | 0.9058 |
284
- | No log | 9.7083 | 466 | 0.8054 | 0.0122 | 0.8054 | 0.8974 |
285
- | No log | 9.75 | 468 | 0.8015 | 0.0585 | 0.8015 | 0.8953 |
286
- | No log | 9.7917 | 470 | 0.8081 | 0.0585 | 0.8081 | 0.8989 |
287
- | No log | 9.8333 | 472 | 0.8299 | -0.0363 | 0.8299 | 0.9110 |
288
- | No log | 9.875 | 474 | 0.8095 | 0.0122 | 0.8095 | 0.8997 |
289
- | No log | 9.9167 | 476 | 0.8038 | -0.0363 | 0.8038 | 0.8965 |
290
- | No log | 9.9583 | 478 | 0.8023 | -0.0363 | 0.8023 | 0.8957 |
291
- | No log | 10.0 | 480 | 0.8020 | -0.0363 | 0.8020 | 0.8955 |
292
- | No log | 10.0417 | 482 | 0.8026 | 0.0585 | 0.8026 | 0.8959 |
293
- | No log | 10.0833 | 484 | 0.8141 | 0.0465 | 0.8141 | 0.9023 |
294
- | No log | 10.125 | 486 | 0.8265 | 0.0412 | 0.8265 | 0.9091 |
295
- | No log | 10.1667 | 488 | 0.8212 | 0.0465 | 0.8212 | 0.9062 |
296
- | No log | 10.2083 | 490 | 0.8231 | 0.0058 | 0.8231 | 0.9073 |
297
- | No log | 10.25 | 492 | 0.8423 | -0.0363 | 0.8423 | 0.9178 |
298
- | No log | 10.2917 | 494 | 0.8251 | -0.0248 | 0.8251 | 0.9083 |
299
- | No log | 10.3333 | 496 | 0.8005 | 0.0652 | 0.8005 | 0.8947 |
300
- | No log | 10.375 | 498 | 0.7772 | 0.1590 | 0.7772 | 0.8816 |
301
- | 0.3666 | 10.4167 | 500 | 0.8194 | -0.0738 | 0.8194 | 0.9052 |
302
- | 0.3666 | 10.4583 | 502 | 0.9014 | 0.0285 | 0.9014 | 0.9494 |
303
- | 0.3666 | 10.5 | 504 | 0.9361 | 0.0275 | 0.9361 | 0.9675 |
304
- | 0.3666 | 10.5417 | 506 | 0.9664 | 0.0291 | 0.9664 | 0.9830 |
305
- | 0.3666 | 10.5833 | 508 | 0.9138 | 0.0647 | 0.9138 | 0.9559 |
306
- | 0.3666 | 10.625 | 510 | 0.8807 | 0.0637 | 0.8807 | 0.9385 |
307
- | 0.3666 | 10.6667 | 512 | 0.8330 | 0.1525 | 0.8330 | 0.9127 |
308
- | 0.3666 | 10.7083 | 514 | 0.7720 | 0.0 | 0.7720 | 0.8786 |
309
- | 0.3666 | 10.75 | 516 | 0.7794 | 0.0303 | 0.7794 | 0.8829 |
310
- | 0.3666 | 10.7917 | 518 | 0.7650 | 0.0375 | 0.7650 | 0.8746 |
311
- | 0.3666 | 10.8333 | 520 | 0.7768 | -0.0032 | 0.7768 | 0.8813 |
312
- | 0.3666 | 10.875 | 522 | 0.8156 | -0.0056 | 0.8156 | 0.9031 |
313
- | 0.3666 | 10.9167 | 524 | 0.8567 | -0.0599 | 0.8567 | 0.9256 |
314
- | 0.3666 | 10.9583 | 526 | 0.8695 | -0.0599 | 0.8695 | 0.9325 |
315
- | 0.3666 | 11.0 | 528 | 0.8871 | -0.0629 | 0.8871 | 0.9418 |
316
- | 0.3666 | 11.0417 | 530 | 0.8489 | -0.0170 | 0.8489 | 0.9213 |
317
- | 0.3666 | 11.0833 | 532 | 0.8199 | 0.0414 | 0.8199 | 0.9055 |
318
- | 0.3666 | 11.125 | 534 | 0.7995 | -0.0406 | 0.7995 | 0.8942 |
319
- | 0.3666 | 11.1667 | 536 | 0.7930 | 0.0615 | 0.7930 | 0.8905 |
320
- | 0.3666 | 11.2083 | 538 | 0.7787 | 0.0602 | 0.7787 | 0.8824 |
321
- | 0.3666 | 11.25 | 540 | 0.7663 | 0.0033 | 0.7663 | 0.8754 |
322
- | 0.3666 | 11.2917 | 542 | 0.7735 | 0.0602 | 0.7735 | 0.8795 |
323
- | 0.3666 | 11.3333 | 544 | 0.7730 | 0.0556 | 0.7730 | 0.8792 |
324
- | 0.3666 | 11.375 | 546 | 0.7748 | 0.0375 | 0.7748 | 0.8802 |
325
- | 0.3666 | 11.4167 | 548 | 0.7891 | 0.0375 | 0.7891 | 0.8883 |
326
- | 0.3666 | 11.4583 | 550 | 0.7937 | 0.0874 | 0.7937 | 0.8909 |
327
- | 0.3666 | 11.5 | 552 | 0.8217 | 0.0879 | 0.8217 | 0.9065 |
328
- | 0.3666 | 11.5417 | 554 | 0.9028 | 0.0226 | 0.9028 | 0.9502 |
329
- | 0.3666 | 11.5833 | 556 | 1.0008 | -0.1131 | 1.0008 | 1.0004 |
330
- | 0.3666 | 11.625 | 558 | 0.9565 | -0.0978 | 0.9565 | 0.9780 |
331
- | 0.3666 | 11.6667 | 560 | 0.9568 | 0.0998 | 0.9568 | 0.9782 |
332
- | 0.3666 | 11.7083 | 562 | 1.0383 | -0.0211 | 1.0383 | 1.0190 |
333
- | 0.3666 | 11.75 | 564 | 0.9995 | -0.0236 | 0.9995 | 0.9998 |
334
- | 0.3666 | 11.7917 | 566 | 0.8905 | 0.0637 | 0.8905 | 0.9437 |
335
- | 0.3666 | 11.8333 | 568 | 0.8435 | 0.0449 | 0.8435 | 0.9184 |
336
- | 0.3666 | 11.875 | 570 | 0.8401 | -0.0195 | 0.8401 | 0.9166 |
337
- | 0.3666 | 11.9167 | 572 | 0.8019 | -0.0059 | 0.8019 | 0.8955 |
338
- | 0.3666 | 11.9583 | 574 | 0.7944 | 0.0030 | 0.7944 | 0.8913 |
339
- | 0.3666 | 12.0 | 576 | 0.8170 | 0.1525 | 0.8170 | 0.9039 |
340
- | 0.3666 | 12.0417 | 578 | 0.8041 | 0.1080 | 0.8041 | 0.8967 |
341
- | 0.3666 | 12.0833 | 580 | 0.7906 | 0.0058 | 0.7906 | 0.8892 |
342
- | 0.3666 | 12.125 | 582 | 0.7873 | -0.0469 | 0.7873 | 0.8873 |
343
- | 0.3666 | 12.1667 | 584 | 0.7839 | -0.0513 | 0.7839 | 0.8854 |
344
- | 0.3666 | 12.2083 | 586 | 0.7701 | -0.0030 | 0.7701 | 0.8775 |
345
- | 0.3666 | 12.25 | 588 | 0.7699 | -0.0513 | 0.7699 | 0.8774 |
346
- | 0.3666 | 12.2917 | 590 | 0.7956 | 0.0061 | 0.7956 | 0.8920 |
347
- | 0.3666 | 12.3333 | 592 | 0.8286 | 0.1080 | 0.8286 | 0.9103 |
348
- | 0.3666 | 12.375 | 594 | 0.8550 | 0.1079 | 0.8550 | 0.9247 |
349
- | 0.3666 | 12.4167 | 596 | 0.8651 | 0.1032 | 0.8651 | 0.9301 |
350
- | 0.3666 | 12.4583 | 598 | 0.8467 | 0.0518 | 0.8467 | 0.9202 |
351
- | 0.3666 | 12.5 | 600 | 0.8300 | 0.0503 | 0.8300 | 0.9110 |
352
- | 0.3666 | 12.5417 | 602 | 0.8145 | 0.0488 | 0.8145 | 0.9025 |
353
- | 0.3666 | 12.5833 | 604 | 0.8011 | -0.0113 | 0.8011 | 0.8951 |
354
- | 0.3666 | 12.625 | 606 | 0.7910 | 0.0338 | 0.7910 | 0.8894 |
355
- | 0.3666 | 12.6667 | 608 | 0.7672 | 0.0375 | 0.7672 | 0.8759 |
356
- | 0.3666 | 12.7083 | 610 | 0.7334 | 0.0541 | 0.7334 | 0.8564 |
357
- | 0.3666 | 12.75 | 612 | 0.7429 | 0.0615 | 0.7429 | 0.8619 |
358
- | 0.3666 | 12.7917 | 614 | 0.8202 | 0.0251 | 0.8202 | 0.9057 |
359
- | 0.3666 | 12.8333 | 616 | 0.8952 | -0.0317 | 0.8952 | 0.9462 |
360
- | 0.3666 | 12.875 | 618 | 0.8789 | -0.0408 | 0.8789 | 0.9375 |
361
- | 0.3666 | 12.9167 | 620 | 0.8280 | 0.0633 | 0.8280 | 0.9099 |
362
- | 0.3666 | 12.9583 | 622 | 0.8387 | 0.1287 | 0.8387 | 0.9158 |
363
- | 0.3666 | 13.0 | 624 | 0.8627 | 0.1094 | 0.8627 | 0.9288 |
364
- | 0.3666 | 13.0417 | 626 | 0.8675 | 0.1094 | 0.8675 | 0.9314 |
365
- | 0.3666 | 13.0833 | 628 | 0.8468 | 0.1232 | 0.8468 | 0.9202 |
366
- | 0.3666 | 13.125 | 630 | 0.8399 | 0.1416 | 0.8399 | 0.9165 |
367
- | 0.3666 | 13.1667 | 632 | 0.8443 | 0.1126 | 0.8443 | 0.9188 |
368
- | 0.3666 | 13.2083 | 634 | 0.8050 | 0.1130 | 0.8050 | 0.8972 |
369
- | 0.3666 | 13.25 | 636 | 0.7704 | 0.0602 | 0.7704 | 0.8777 |
370
- | 0.3666 | 13.2917 | 638 | 0.7640 | 0.0375 | 0.7640 | 0.8741 |
371
- | 0.3666 | 13.3333 | 640 | 0.7794 | 0.0303 | 0.7794 | 0.8829 |
372
- | 0.3666 | 13.375 | 642 | 0.7729 | -0.0145 | 0.7729 | 0.8792 |
373
- | 0.3666 | 13.4167 | 644 | 0.7564 | 0.1024 | 0.7564 | 0.8697 |
374
- | 0.3666 | 13.4583 | 646 | 0.7728 | 0.0033 | 0.7728 | 0.8791 |
375
- | 0.3666 | 13.5 | 648 | 0.7827 | 0.0513 | 0.7827 | 0.8847 |
376
- | 0.3666 | 13.5417 | 650 | 0.8070 | -0.0145 | 0.8070 | 0.8983 |
377
- | 0.3666 | 13.5833 | 652 | 0.8538 | 0.0650 | 0.8538 | 0.9240 |
378
- | 0.3666 | 13.625 | 654 | 0.9055 | 0.0040 | 0.9055 | 0.9516 |
379
- | 0.3666 | 13.6667 | 656 | 0.8845 | 0.0118 | 0.8845 | 0.9405 |
380
- | 0.3666 | 13.7083 | 658 | 0.8508 | 0.0791 | 0.8508 | 0.9224 |
381
- | 0.3666 | 13.75 | 660 | 0.8259 | 0.0934 | 0.8259 | 0.9088 |
382
- | 0.3666 | 13.7917 | 662 | 0.8447 | 0.1504 | 0.8447 | 0.9191 |
383
- | 0.3666 | 13.8333 | 664 | 0.8790 | 0.0741 | 0.8790 | 0.9376 |
384
- | 0.3666 | 13.875 | 666 | 0.8655 | 0.0733 | 0.8655 | 0.9303 |
385
- | 0.3666 | 13.9167 | 668 | 0.8090 | 0.1525 | 0.8090 | 0.8994 |
386
- | 0.3666 | 13.9583 | 670 | 0.7683 | 0.0471 | 0.7683 | 0.8765 |
387
- | 0.3666 | 14.0 | 672 | 0.7624 | 0.0471 | 0.7624 | 0.8731 |
388
- | 0.3666 | 14.0417 | 674 | 0.7801 | 0.0471 | 0.7801 | 0.8832 |
389
- | 0.3666 | 14.0833 | 676 | 0.8135 | 0.0557 | 0.8135 | 0.9019 |
390
- | 0.3666 | 14.125 | 678 | 0.8224 | 0.0426 | 0.8224 | 0.9068 |
391
- | 0.3666 | 14.1667 | 680 | 0.8183 | 0.0323 | 0.8183 | 0.9046 |
392
- | 0.3666 | 14.2083 | 682 | 0.8218 | 0.0323 | 0.8218 | 0.9065 |
393
- | 0.3666 | 14.25 | 684 | 0.8226 | -0.0025 | 0.8226 | 0.9070 |
394
- | 0.3666 | 14.2917 | 686 | 0.8599 | 0.0192 | 0.8599 | 0.9273 |
395
- | 0.3666 | 14.3333 | 688 | 0.9203 | 0.0364 | 0.9203 | 0.9593 |
396
- | 0.3666 | 14.375 | 690 | 0.9006 | 0.0714 | 0.9006 | 0.9490 |
397
- | 0.3666 | 14.4167 | 692 | 0.8437 | 0.0664 | 0.8437 | 0.9185 |
398
- | 0.3666 | 14.4583 | 694 | 0.8187 | 0.0898 | 0.8187 | 0.9048 |
399
- | 0.3666 | 14.5 | 696 | 0.8145 | 0.0393 | 0.8145 | 0.9025 |
400
- | 0.3666 | 14.5417 | 698 | 0.8158 | 0.0804 | 0.8158 | 0.9032 |
401
- | 0.3666 | 14.5833 | 700 | 0.8174 | 0.0893 | 0.8174 | 0.9041 |
402
- | 0.3666 | 14.625 | 702 | 0.8451 | 0.1827 | 0.8451 | 0.9193 |
403
- | 0.3666 | 14.6667 | 704 | 0.8495 | 0.1887 | 0.8495 | 0.9217 |
404
- | 0.3666 | 14.7083 | 706 | 0.8368 | 0.0902 | 0.8368 | 0.9148 |
405
- | 0.3666 | 14.75 | 708 | 0.8471 | 0.1310 | 0.8471 | 0.9204 |
406
- | 0.3666 | 14.7917 | 710 | 0.8653 | 0.0916 | 0.8653 | 0.9302 |
407
- | 0.3666 | 14.8333 | 712 | 0.8781 | 0.0919 | 0.8781 | 0.9370 |
408
- | 0.3666 | 14.875 | 714 | 0.8332 | 0.0526 | 0.8332 | 0.9128 |
409
- | 0.3666 | 14.9167 | 716 | 0.8019 | 0.0846 | 0.8019 | 0.8955 |
410
- | 0.3666 | 14.9583 | 718 | 0.7966 | -0.0672 | 0.7966 | 0.8925 |
411
- | 0.3666 | 15.0 | 720 | 0.7812 | -0.0672 | 0.7812 | 0.8839 |
412
- | 0.3666 | 15.0417 | 722 | 0.7382 | 0.0375 | 0.7382 | 0.8592 |
413
- | 0.3666 | 15.0833 | 724 | 0.7169 | 0.0918 | 0.7169 | 0.8467 |
414
- | 0.3666 | 15.125 | 726 | 0.7337 | 0.0064 | 0.7337 | 0.8566 |
415
- | 0.3666 | 15.1667 | 728 | 0.7538 | 0.0122 | 0.7538 | 0.8682 |
416
- | 0.3666 | 15.2083 | 730 | 0.8031 | 0.0652 | 0.8031 | 0.8961 |
417
- | 0.3666 | 15.25 | 732 | 0.8349 | 0.1525 | 0.8349 | 0.9137 |
418
- | 0.3666 | 15.2917 | 734 | 0.8056 | 0.0898 | 0.8056 | 0.8976 |
419
- | 0.3666 | 15.3333 | 736 | 0.8052 | 0.0804 | 0.8052 | 0.8973 |
420
- | 0.3666 | 15.375 | 738 | 0.8184 | 0.0426 | 0.8184 | 0.9047 |
421
- | 0.3666 | 15.4167 | 740 | 0.8112 | 0.0846 | 0.8112 | 0.9006 |
422
- | 0.3666 | 15.4583 | 742 | 0.8012 | 0.0846 | 0.8012 | 0.8951 |
423
- | 0.3666 | 15.5 | 744 | 0.7974 | 0.0426 | 0.7974 | 0.8930 |
424
- | 0.3666 | 15.5417 | 746 | 0.7793 | 0.1333 | 0.7793 | 0.8828 |
425
- | 0.3666 | 15.5833 | 748 | 0.7539 | 0.1333 | 0.7539 | 0.8683 |
426
- | 0.3666 | 15.625 | 750 | 0.7417 | 0.1298 | 0.7417 | 0.8612 |
427
- | 0.3666 | 15.6667 | 752 | 0.7516 | 0.0840 | 0.7516 | 0.8669 |
428
- | 0.3666 | 15.7083 | 754 | 0.7699 | 0.1333 | 0.7699 | 0.8775 |
429
- | 0.3666 | 15.75 | 756 | 0.7968 | 0.0141 | 0.7968 | 0.8926 |
430
- | 0.3666 | 15.7917 | 758 | 0.8032 | 0.0937 | 0.8032 | 0.8962 |
431
- | 0.3666 | 15.8333 | 760 | 0.7962 | 0.0426 | 0.7962 | 0.8923 |
432
- | 0.3666 | 15.875 | 762 | 0.8066 | 0.0741 | 0.8066 | 0.8981 |
433
- | 0.3666 | 15.9167 | 764 | 0.8145 | 0.0650 | 0.8145 | 0.9025 |
434
- | 0.3666 | 15.9583 | 766 | 0.8005 | 0.0741 | 0.8005 | 0.8947 |
435
- | 0.3666 | 16.0 | 768 | 0.7851 | 0.0341 | 0.7851 | 0.8860 |
436
- | 0.3666 | 16.0417 | 770 | 0.7771 | -0.0054 | 0.7771 | 0.8815 |
437
- | 0.3666 | 16.0833 | 772 | 0.7783 | -0.0541 | 0.7783 | 0.8822 |
438
- | 0.3666 | 16.125 | 774 | 0.7879 | -0.0541 | 0.7879 | 0.8876 |
439
- | 0.3666 | 16.1667 | 776 | 0.7848 | -0.0541 | 0.7848 | 0.8859 |
440
- | 0.3666 | 16.2083 | 778 | 0.7973 | -0.0557 | 0.7973 | 0.8929 |
441
- | 0.3666 | 16.25 | 780 | 0.8206 | -0.0186 | 0.8206 | 0.9058 |
442
- | 0.3666 | 16.2917 | 782 | 0.8469 | 0.0091 | 0.8469 | 0.9203 |
443
- | 0.3666 | 16.3333 | 784 | 0.8375 | 0.0574 | 0.8375 | 0.9152 |
444
- | 0.3666 | 16.375 | 786 | 0.8165 | 0.0717 | 0.8165 | 0.9036 |
445
- | 0.3666 | 16.4167 | 788 | 0.8077 | 0.0771 | 0.8077 | 0.8987 |
446
- | 0.3666 | 16.4583 | 790 | 0.7909 | 0.1141 | 0.7909 | 0.8893 |
447
- | 0.3666 | 16.5 | 792 | 0.7738 | 0.0840 | 0.7738 | 0.8797 |
448
- | 0.3666 | 16.5417 | 794 | 0.7785 | 0.1372 | 0.7785 | 0.8824 |
449
- | 0.3666 | 16.5833 | 796 | 0.8133 | 0.0229 | 0.8133 | 0.9018 |
450
- | 0.3666 | 16.625 | 798 | 0.8299 | -0.0166 | 0.8299 | 0.9110 |
451
- | 0.3666 | 16.6667 | 800 | 0.8073 | 0.1079 | 0.8073 | 0.8985 |
452
- | 0.3666 | 16.7083 | 802 | 0.7958 | 0.1031 | 0.7958 | 0.8921 |
453
- | 0.3666 | 16.75 | 804 | 0.7887 | 0.0426 | 0.7887 | 0.8881 |
454
- | 0.3666 | 16.7917 | 806 | 0.7975 | 0.0804 | 0.7975 | 0.8931 |
455
- | 0.3666 | 16.8333 | 808 | 0.8086 | 0.0165 | 0.8086 | 0.8992 |
456
- | 0.3666 | 16.875 | 810 | 0.8242 | -0.0138 | 0.8242 | 0.9078 |
457
- | 0.3666 | 16.9167 | 812 | 0.8120 | 0.0683 | 0.8120 | 0.9011 |
458
- | 0.3666 | 16.9583 | 814 | 0.7938 | 0.0196 | 0.7938 | 0.8909 |
459
- | 0.3666 | 17.0 | 816 | 0.7845 | 0.0148 | 0.7845 | 0.8857 |
460
- | 0.3666 | 17.0417 | 818 | 0.8189 | 0.0218 | 0.8189 | 0.9049 |
461
- | 0.3666 | 17.0833 | 820 | 0.8410 | 0.1079 | 0.8410 | 0.9171 |
462
- | 0.3666 | 17.125 | 822 | 0.8229 | 0.0989 | 0.8229 | 0.9072 |
463
- | 0.3666 | 17.1667 | 824 | 0.7950 | 0.0518 | 0.7950 | 0.8916 |
464
- | 0.3666 | 17.2083 | 826 | 0.7840 | 0.0976 | 0.7840 | 0.8854 |
465
- | 0.3666 | 17.25 | 828 | 0.8000 | 0.0323 | 0.8000 | 0.8944 |
466
- | 0.3666 | 17.2917 | 830 | 0.8256 | 0.0341 | 0.8256 | 0.9086 |
467
- | 0.3666 | 17.3333 | 832 | 0.8423 | 0.0024 | 0.8423 | 0.9178 |
468
- | 0.3666 | 17.375 | 834 | 0.8579 | 0.0 | 0.8579 | 0.9263 |
469
- | 0.3666 | 17.4167 | 836 | 0.8494 | 0.0090 | 0.8494 | 0.9216 |
470
- | 0.3666 | 17.4583 | 838 | 0.8249 | 0.0495 | 0.8249 | 0.9082 |
471
- | 0.3666 | 17.5 | 840 | 0.7998 | 0.0027 | 0.7998 | 0.8943 |
472
- | 0.3666 | 17.5417 | 842 | 0.7919 | 0.0085 | 0.7919 | 0.8899 |
473
- | 0.3666 | 17.5833 | 844 | 0.7757 | 0.0528 | 0.7757 | 0.8807 |
474
- | 0.3666 | 17.625 | 846 | 0.7766 | 0.0528 | 0.7766 | 0.8813 |
475
- | 0.3666 | 17.6667 | 848 | 0.8144 | 0.0 | 0.8144 | 0.9025 |
476
- | 0.3666 | 17.7083 | 850 | 0.8527 | 0.0495 | 0.8527 | 0.9234 |
477
- | 0.3666 | 17.75 | 852 | 0.8521 | 0.0426 | 0.8521 | 0.9231 |
478
- | 0.3666 | 17.7917 | 854 | 0.8534 | 0.1138 | 0.8534 | 0.9238 |
479
- | 0.3666 | 17.8333 | 856 | 0.8557 | 0.0717 | 0.8557 | 0.9250 |
480
- | 0.3666 | 17.875 | 858 | 0.8427 | 0.1139 | 0.8427 | 0.9180 |
481
- | 0.3666 | 17.9167 | 860 | 0.8186 | 0.0341 | 0.8186 | 0.9048 |
482
- | 0.3666 | 17.9583 | 862 | 0.7962 | 0.0393 | 0.7962 | 0.8923 |
483
- | 0.3666 | 18.0 | 864 | 0.8044 | 0.0889 | 0.8044 | 0.8969 |
484
- | 0.3666 | 18.0417 | 866 | 0.8085 | 0.0393 | 0.8085 | 0.8992 |
485
- | 0.3666 | 18.0833 | 868 | 0.8169 | 0.0393 | 0.8169 | 0.9038 |
486
- | 0.3666 | 18.125 | 870 | 0.8326 | 0.0393 | 0.8326 | 0.9125 |
487
- | 0.3666 | 18.1667 | 872 | 0.8510 | 0.0426 | 0.8510 | 0.9225 |
488
- | 0.3666 | 18.2083 | 874 | 0.8749 | 0.0426 | 0.8749 | 0.9353 |
489
- | 0.3666 | 18.25 | 876 | 0.9099 | 0.0494 | 0.9099 | 0.9539 |
490
- | 0.3666 | 18.2917 | 878 | 0.9138 | 0.0441 | 0.9138 | 0.9559 |
491
- | 0.3666 | 18.3333 | 880 | 0.8928 | 0.0426 | 0.8928 | 0.9449 |
492
- | 0.3666 | 18.375 | 882 | 0.8602 | 0.0357 | 0.8602 | 0.9275 |
493
- | 0.3666 | 18.4167 | 884 | 0.8567 | 0.0690 | 0.8567 | 0.9256 |
494
- | 0.3666 | 18.4583 | 886 | 0.8499 | 0.0183 | 0.8499 | 0.9219 |
495
- | 0.3666 | 18.5 | 888 | 0.8071 | 0.0776 | 0.8071 | 0.8984 |
496
- | 0.3666 | 18.5417 | 890 | 0.7904 | 0.0357 | 0.7904 | 0.8891 |
497
- | 0.3666 | 18.5833 | 892 | 0.8232 | 0.0934 | 0.8232 | 0.9073 |
498
- | 0.3666 | 18.625 | 894 | 0.8841 | 0.1079 | 0.8841 | 0.9403 |
499
- | 0.3666 | 18.6667 | 896 | 0.9092 | 0.1078 | 0.9092 | 0.9535 |
500
- | 0.3666 | 18.7083 | 898 | 0.8687 | 0.0654 | 0.8687 | 0.9320 |
501
- | 0.3666 | 18.75 | 900 | 0.8063 | 0.1029 | 0.8063 | 0.8979 |
502
- | 0.3666 | 18.7917 | 902 | 0.7738 | 0.0821 | 0.7738 | 0.8797 |
503
- | 0.3666 | 18.8333 | 904 | 0.7591 | 0.0318 | 0.7591 | 0.8713 |
504
- | 0.3666 | 18.875 | 906 | 0.7463 | 0.0296 | 0.7463 | 0.8639 |
505
- | 0.3666 | 18.9167 | 908 | 0.7442 | 0.0967 | 0.7442 | 0.8627 |
506
- | 0.3666 | 18.9583 | 910 | 0.7569 | 0.0513 | 0.7569 | 0.8700 |
507
- | 0.3666 | 19.0 | 912 | 0.7739 | 0.0615 | 0.7739 | 0.8797 |
508
- | 0.3666 | 19.0417 | 914 | 0.7628 | 0.1081 | 0.7628 | 0.8734 |
509
- | 0.3666 | 19.0833 | 916 | 0.7637 | 0.1081 | 0.7637 | 0.8739 |
510
- | 0.3666 | 19.125 | 918 | 0.7714 | 0.0513 | 0.7714 | 0.8783 |
511
- | 0.3666 | 19.1667 | 920 | 0.7779 | 0.0454 | 0.7779 | 0.8820 |
512
- | 0.3666 | 19.2083 | 922 | 0.8040 | -0.0170 | 0.8040 | 0.8967 |
513
- | 0.3666 | 19.25 | 924 | 0.8076 | -0.0170 | 0.8076 | 0.8987 |
514
- | 0.3666 | 19.2917 | 926 | 0.7918 | 0.0338 | 0.7918 | 0.8898 |
515
- | 0.3666 | 19.3333 | 928 | 0.7809 | -0.0032 | 0.7809 | 0.8837 |
516
- | 0.3666 | 19.375 | 930 | 0.7802 | -0.0062 | 0.7802 | 0.8833 |
517
- | 0.3666 | 19.4167 | 932 | 0.7935 | 0.0338 | 0.7935 | 0.8908 |
518
- | 0.3666 | 19.4583 | 934 | 0.8169 | 0.0732 | 0.8169 | 0.9038 |
519
- | 0.3666 | 19.5 | 936 | 0.7734 | 0.0338 | 0.7734 | 0.8795 |
520
- | 0.3666 | 19.5417 | 938 | 0.7360 | -0.0032 | 0.7360 | 0.8579 |
521
- | 0.3666 | 19.5833 | 940 | 0.7358 | 0.0541 | 0.7358 | 0.8578 |
522
- | 0.3666 | 19.625 | 942 | 0.7481 | -0.0032 | 0.7481 | 0.8649 |
523
- | 0.3666 | 19.6667 | 944 | 0.7658 | -0.0030 | 0.7658 | 0.8751 |
524
- | 0.3666 | 19.7083 | 946 | 0.7967 | 0.0412 | 0.7967 | 0.8926 |
525
- | 0.3666 | 19.75 | 948 | 0.8141 | 0.0926 | 0.8141 | 0.9023 |
526
- | 0.3666 | 19.7917 | 950 | 0.8173 | 0.0985 | 0.8173 | 0.9041 |
527
- | 0.3666 | 19.8333 | 952 | 0.8158 | 0.0983 | 0.8158 | 0.9032 |
528
- | 0.3666 | 19.875 | 954 | 0.8164 | 0.0828 | 0.8164 | 0.9035 |
529
- | 0.3666 | 19.9167 | 956 | 0.8041 | 0.0741 | 0.8041 | 0.8967 |
530
- | 0.3666 | 19.9583 | 958 | 0.7842 | -0.0170 | 0.7842 | 0.8856 |
531
- | 0.3666 | 20.0 | 960 | 0.7540 | 0.0414 | 0.7540 | 0.8683 |
532
- | 0.3666 | 20.0417 | 962 | 0.7471 | 0.0375 | 0.7471 | 0.8643 |
533
- | 0.3666 | 20.0833 | 964 | 0.7524 | -0.0145 | 0.7524 | 0.8674 |
534
- | 0.3666 | 20.125 | 966 | 0.7502 | -0.0118 | 0.7502 | 0.8662 |
535
- | 0.3666 | 20.1667 | 968 | 0.7594 | 0.0414 | 0.7594 | 0.8714 |
536
- | 0.3666 | 20.2083 | 970 | 0.7815 | 0.0922 | 0.7815 | 0.8840 |
537
- | 0.3666 | 20.25 | 972 | 0.8026 | 0.1453 | 0.8026 | 0.8959 |
538
- | 0.3666 | 20.2917 | 974 | 0.8111 | 0.1028 | 0.8111 | 0.9006 |
539
- | 0.3666 | 20.3333 | 976 | 0.7931 | 0.0528 | 0.7931 | 0.8906 |
540
- | 0.3666 | 20.375 | 978 | 0.7658 | 0.0454 | 0.7658 | 0.8751 |
541
- | 0.3666 | 20.4167 | 980 | 0.7812 | -0.0145 | 0.7812 | 0.8839 |
542
- | 0.3666 | 20.4583 | 982 | 0.8227 | -0.0170 | 0.8227 | 0.9070 |
543
- | 0.3666 | 20.5 | 984 | 0.8680 | -0.0008 | 0.8680 | 0.9317 |
544
- | 0.3666 | 20.5417 | 986 | 0.9278 | -0.0806 | 0.9278 | 0.9632 |
545
- | 0.3666 | 20.5833 | 988 | 0.9534 | -0.0500 | 0.9534 | 0.9764 |
546
- | 0.3666 | 20.625 | 990 | 0.8914 | -0.0076 | 0.8914 | 0.9441 |
547
- | 0.3666 | 20.6667 | 992 | 0.7901 | 0.0723 | 0.7901 | 0.8889 |
548
- | 0.3666 | 20.7083 | 994 | 0.7592 | 0.0863 | 0.7592 | 0.8713 |
549
- | 0.3666 | 20.75 | 996 | 0.7521 | 0.0454 | 0.7521 | 0.8672 |
550
- | 0.3666 | 20.7917 | 998 | 0.7549 | 0.0454 | 0.7549 | 0.8688 |
551
- | 0.0679 | 20.8333 | 1000 | 0.7682 | 0.0973 | 0.7682 | 0.8765 |
552
- | 0.0679 | 20.875 | 1002 | 0.7836 | 0.0357 | 0.7836 | 0.8852 |
553
- | 0.0679 | 20.9167 | 1004 | 0.8305 | 0.0741 | 0.8305 | 0.9113 |
554
- | 0.0679 | 20.9583 | 1006 | 0.8687 | 0.0517 | 0.8687 | 0.9320 |
555
- | 0.0679 | 21.0 | 1008 | 0.8697 | 0.0517 | 0.8697 | 0.9326 |
556
- | 0.0679 | 21.0417 | 1010 | 0.8596 | 0.1049 | 0.8596 | 0.9272 |
557
- | 0.0679 | 21.0833 | 1012 | 0.8262 | 0.0749 | 0.8262 | 0.9089 |
558
- | 0.0679 | 21.125 | 1014 | 0.8042 | 0.0341 | 0.8042 | 0.8968 |
559
- | 0.0679 | 21.1667 | 1016 | 0.7843 | 0.0432 | 0.7843 | 0.8856 |
560
- | 0.0679 | 21.2083 | 1018 | 0.7798 | -0.0091 | 0.7798 | 0.8830 |
561
- | 0.0679 | 21.25 | 1020 | 0.7797 | -0.0145 | 0.7797 | 0.8830 |
562
 
563
 
564
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task3_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k20_task3_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: 0.8331
19
+ - Qwk: -0.1268
20
+ - Mse: 0.8331
21
+ - Rmse: 0.9128
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.04 | 2 | 3.6257 | -0.0057 | 3.6257 | 1.9041 |
53
+ | No log | 0.08 | 4 | 1.9928 | 0.0704 | 1.9928 | 1.4117 |
54
+ | No log | 0.12 | 6 | 1.7116 | 0.0150 | 1.7116 | 1.3083 |
55
+ | No log | 0.16 | 8 | 1.1726 | -0.0704 | 1.1726 | 1.0829 |
56
+ | No log | 0.2 | 10 | 1.6868 | -0.0199 | 1.6868 | 1.2988 |
57
+ | No log | 0.24 | 12 | 1.4820 | -0.0164 | 1.4820 | 1.2174 |
58
+ | No log | 0.28 | 14 | 0.6937 | 0.0460 | 0.6937 | 0.8329 |
59
+ | No log | 0.32 | 16 | 0.6603 | -0.0035 | 0.6603 | 0.8126 |
60
+ | No log | 0.36 | 18 | 0.6810 | -0.0069 | 0.6810 | 0.8252 |
61
+ | No log | 0.4 | 20 | 0.8099 | 0.1342 | 0.8099 | 0.9000 |
62
+ | No log | 0.44 | 22 | 1.3260 | -0.0736 | 1.3260 | 1.1515 |
63
+ | No log | 0.48 | 24 | 1.4067 | -0.0253 | 1.4067 | 1.1860 |
64
+ | No log | 0.52 | 26 | 1.0163 | -0.0117 | 1.0163 | 1.0081 |
65
+ | No log | 0.56 | 28 | 0.7820 | -0.1230 | 0.7820 | 0.8843 |
66
+ | No log | 0.6 | 30 | 0.8128 | -0.0287 | 0.8128 | 0.9015 |
67
+ | No log | 0.64 | 32 | 0.9257 | -0.0490 | 0.9257 | 0.9621 |
68
+ | No log | 0.68 | 34 | 1.0670 | -0.0997 | 1.0670 | 1.0330 |
69
+ | No log | 0.72 | 36 | 1.1205 | -0.1288 | 1.1205 | 1.0586 |
70
+ | No log | 0.76 | 38 | 1.0598 | -0.0955 | 1.0598 | 1.0294 |
71
+ | No log | 0.8 | 40 | 0.9949 | -0.0200 | 0.9949 | 0.9974 |
72
+ | No log | 0.84 | 42 | 0.9422 | -0.1265 | 0.9422 | 0.9706 |
73
+ | No log | 0.88 | 44 | 0.8977 | -0.1259 | 0.8977 | 0.9475 |
74
+ | No log | 0.92 | 46 | 0.9070 | -0.1261 | 0.9070 | 0.9524 |
75
+ | No log | 0.96 | 48 | 0.9594 | -0.2000 | 0.9594 | 0.9795 |
76
+ | No log | 1.0 | 50 | 0.9379 | -0.1261 | 0.9379 | 0.9684 |
77
+ | No log | 1.04 | 52 | 0.9579 | -0.2380 | 0.9579 | 0.9787 |
78
+ | No log | 1.08 | 54 | 0.8348 | 0.0129 | 0.8348 | 0.9137 |
79
+ | No log | 1.12 | 56 | 0.8257 | 0.0129 | 0.8257 | 0.9087 |
80
+ | No log | 1.16 | 58 | 0.8459 | 0.0512 | 0.8459 | 0.9197 |
81
+ | No log | 1.2 | 60 | 0.8921 | 0.0867 | 0.8921 | 0.9445 |
82
+ | No log | 1.24 | 62 | 1.2661 | -0.1286 | 1.2661 | 1.1252 |
83
+ | No log | 1.28 | 64 | 1.1348 | -0.0930 | 1.1348 | 1.0653 |
84
+ | No log | 1.32 | 66 | 0.7749 | 0.0714 | 0.7749 | 0.8803 |
85
+ | No log | 1.3600 | 68 | 0.6757 | 0.0 | 0.6757 | 0.8220 |
86
+ | No log | 1.4 | 70 | 0.6784 | 0.0 | 0.6784 | 0.8237 |
87
+ | No log | 1.44 | 72 | 0.7835 | 0.0374 | 0.7835 | 0.8851 |
88
+ | No log | 1.48 | 74 | 1.0483 | -0.0861 | 1.0483 | 1.0239 |
89
+ | No log | 1.52 | 76 | 1.2567 | -0.0936 | 1.2567 | 1.1210 |
90
+ | No log | 1.56 | 78 | 0.8483 | 0.0159 | 0.8483 | 0.9210 |
91
+ | No log | 1.6 | 80 | 0.7692 | -0.0101 | 0.7692 | 0.8770 |
92
+ | No log | 1.6400 | 82 | 0.7945 | 0.0759 | 0.7945 | 0.8914 |
93
+ | No log | 1.6800 | 84 | 0.7830 | 0.0857 | 0.7830 | 0.8848 |
94
+ | No log | 1.72 | 86 | 0.9830 | -0.0500 | 0.9830 | 0.9915 |
95
+ | No log | 1.76 | 88 | 0.9487 | -0.0441 | 0.9487 | 0.9740 |
96
+ | No log | 1.8 | 90 | 0.7849 | 0.0416 | 0.7849 | 0.8859 |
97
+ | No log | 1.8400 | 92 | 0.8495 | 0.0 | 0.8495 | 0.9217 |
98
+ | No log | 1.88 | 94 | 0.8485 | -0.1635 | 0.8485 | 0.9211 |
99
+ | No log | 1.92 | 96 | 0.7695 | 0.0857 | 0.7695 | 0.8772 |
100
+ | No log | 1.96 | 98 | 1.1630 | 0.0147 | 1.1630 | 1.0784 |
101
+ | No log | 2.0 | 100 | 1.1231 | -0.0500 | 1.1231 | 1.0598 |
102
+ | No log | 2.04 | 102 | 0.8717 | -0.0351 | 0.8717 | 0.9336 |
103
+ | No log | 2.08 | 104 | 0.8717 | -0.1354 | 0.8717 | 0.9336 |
104
+ | No log | 2.12 | 106 | 0.9177 | -0.0228 | 0.9177 | 0.9580 |
105
+ | No log | 2.16 | 108 | 0.8312 | 0.0893 | 0.8312 | 0.9117 |
106
+ | No log | 2.2 | 110 | 0.9955 | -0.1162 | 0.9955 | 0.9978 |
107
+ | No log | 2.24 | 112 | 1.0305 | -0.0787 | 1.0305 | 1.0151 |
108
+ | No log | 2.2800 | 114 | 0.9000 | -0.0757 | 0.9000 | 0.9487 |
109
+ | No log | 2.32 | 116 | 0.8786 | 0.0062 | 0.8786 | 0.9374 |
110
+ | No log | 2.36 | 118 | 0.7940 | 0.0303 | 0.7940 | 0.8911 |
111
+ | No log | 2.4 | 120 | 0.7783 | -0.0086 | 0.7783 | 0.8822 |
112
+ | No log | 2.44 | 122 | 0.7941 | 0.0600 | 0.7941 | 0.8911 |
113
+ | No log | 2.48 | 124 | 1.0235 | 0.0778 | 1.0235 | 1.0117 |
114
+ | No log | 2.52 | 126 | 1.3900 | -0.0047 | 1.3900 | 1.1790 |
115
+ | No log | 2.56 | 128 | 0.9775 | 0.1348 | 0.9775 | 0.9887 |
116
+ | No log | 2.6 | 130 | 0.7952 | -0.1466 | 0.7952 | 0.8918 |
117
+ | No log | 2.64 | 132 | 0.8700 | -0.1547 | 0.8700 | 0.9327 |
118
+ | No log | 2.68 | 134 | 0.8662 | -0.0366 | 0.8662 | 0.9307 |
119
+ | No log | 2.7200 | 136 | 0.8586 | 0.0081 | 0.8586 | 0.9266 |
120
+ | No log | 2.76 | 138 | 1.2339 | 0.0502 | 1.2339 | 1.1108 |
121
+ | No log | 2.8 | 140 | 1.4590 | 0.0022 | 1.4590 | 1.2079 |
122
+ | No log | 2.84 | 142 | 1.0689 | -0.1644 | 1.0689 | 1.0339 |
123
+ | No log | 2.88 | 144 | 1.0655 | 0.0451 | 1.0655 | 1.0322 |
124
+ | No log | 2.92 | 146 | 1.0885 | -0.0210 | 1.0885 | 1.0433 |
125
+ | No log | 2.96 | 148 | 0.9345 | 0.0776 | 0.9345 | 0.9667 |
126
+ | No log | 3.0 | 150 | 0.7736 | 0.0 | 0.7736 | 0.8796 |
127
+ | No log | 3.04 | 152 | 0.9066 | 0.0277 | 0.9066 | 0.9522 |
128
+ | No log | 3.08 | 154 | 1.2719 | -0.0063 | 1.2719 | 1.1278 |
129
+ | No log | 3.12 | 156 | 1.1787 | -0.0029 | 1.1787 | 1.0857 |
130
+ | No log | 3.16 | 158 | 0.8887 | 0.0786 | 0.8887 | 0.9427 |
131
+ | No log | 3.2 | 160 | 0.7484 | 0.0964 | 0.7484 | 0.8651 |
132
+ | No log | 3.24 | 162 | 0.7313 | 0.0506 | 0.7313 | 0.8552 |
133
+ | No log | 3.2800 | 164 | 0.7594 | -0.0541 | 0.7594 | 0.8714 |
134
+ | No log | 3.32 | 166 | 0.7962 | 0.0375 | 0.7962 | 0.8923 |
135
+ | No log | 3.36 | 168 | 0.8972 | 0.0456 | 0.8972 | 0.9472 |
136
+ | No log | 3.4 | 170 | 0.8280 | 0.0414 | 0.8280 | 0.9099 |
137
+ | No log | 3.44 | 172 | 0.8096 | -0.0541 | 0.8096 | 0.8998 |
138
+ | No log | 3.48 | 174 | 0.7968 | 0.0460 | 0.7968 | 0.8926 |
139
+ | No log | 3.52 | 176 | 0.8415 | -0.0160 | 0.8415 | 0.9173 |
140
+ | No log | 3.56 | 178 | 0.9841 | -0.0441 | 0.9841 | 0.9920 |
141
+ | No log | 3.6 | 180 | 0.9745 | -0.1259 | 0.9745 | 0.9872 |
142
+ | No log | 3.64 | 182 | 0.8751 | -0.1094 | 0.8751 | 0.9355 |
143
+ | No log | 3.68 | 184 | 0.8670 | -0.0513 | 0.8670 | 0.9311 |
144
+ | No log | 3.7200 | 186 | 0.9062 | -0.0690 | 0.9062 | 0.9520 |
145
+ | No log | 3.76 | 188 | 1.0034 | -0.1261 | 1.0034 | 1.0017 |
146
+ | No log | 3.8 | 190 | 0.9312 | 0.0639 | 0.9312 | 0.9650 |
147
+ | No log | 3.84 | 192 | 0.8867 | -0.0163 | 0.8867 | 0.9417 |
148
+ | No log | 3.88 | 194 | 0.8404 | -0.1542 | 0.8404 | 0.9168 |
149
+ | No log | 3.92 | 196 | 0.8503 | -0.0118 | 0.8503 | 0.9221 |
150
+ | No log | 3.96 | 198 | 0.8541 | -0.0578 | 0.8541 | 0.9242 |
151
+ | No log | 4.0 | 200 | 0.8678 | 0.0914 | 0.8678 | 0.9316 |
152
+ | No log | 4.04 | 202 | 0.8391 | -0.0560 | 0.8391 | 0.9160 |
153
+ | No log | 4.08 | 204 | 0.8636 | -0.0550 | 0.8636 | 0.9293 |
154
+ | No log | 4.12 | 206 | 0.8857 | -0.1176 | 0.8857 | 0.9411 |
155
+ | No log | 4.16 | 208 | 0.9801 | -0.0283 | 0.9801 | 0.9900 |
156
+ | No log | 4.2 | 210 | 0.9104 | -0.0739 | 0.9104 | 0.9542 |
157
+ | No log | 4.24 | 212 | 0.8312 | -0.0035 | 0.8312 | 0.9117 |
158
+ | No log | 4.28 | 214 | 0.8655 | -0.1628 | 0.8655 | 0.9303 |
159
+ | No log | 4.32 | 216 | 0.8861 | -0.1266 | 0.8861 | 0.9413 |
160
+ | No log | 4.36 | 218 | 0.8736 | -0.0541 | 0.8736 | 0.9347 |
161
+ | No log | 4.4 | 220 | 0.8697 | -0.0131 | 0.8697 | 0.9326 |
162
+ | No log | 4.44 | 222 | 0.8544 | -0.0609 | 0.8544 | 0.9243 |
163
+ | No log | 4.48 | 224 | 0.8615 | -0.0096 | 0.8615 | 0.9281 |
164
+ | No log | 4.52 | 226 | 0.8824 | -0.1172 | 0.8824 | 0.9394 |
165
+ | No log | 4.5600 | 228 | 0.9058 | -0.1331 | 0.9058 | 0.9517 |
166
+ | No log | 4.6 | 230 | 0.9543 | -0.1671 | 0.9543 | 0.9769 |
167
+ | No log | 4.64 | 232 | 0.9540 | -0.1643 | 0.9540 | 0.9767 |
168
+ | No log | 4.68 | 234 | 0.9554 | -0.1229 | 0.9554 | 0.9775 |
169
+ | No log | 4.72 | 236 | 0.9515 | -0.1200 | 0.9515 | 0.9754 |
170
+ | No log | 4.76 | 238 | 0.9355 | -0.0820 | 0.9355 | 0.9672 |
171
+ | No log | 4.8 | 240 | 0.8618 | -0.1665 | 0.8618 | 0.9283 |
172
+ | No log | 4.84 | 242 | 0.8379 | -0.0849 | 0.8379 | 0.9154 |
173
+ | No log | 4.88 | 244 | 0.8347 | 0.0964 | 0.8347 | 0.9136 |
174
+ | No log | 4.92 | 246 | 0.8368 | -0.0215 | 0.8368 | 0.9148 |
175
+ | No log | 4.96 | 248 | 0.9370 | -0.0823 | 0.9370 | 0.9680 |
176
+ | No log | 5.0 | 250 | 0.8841 | -0.1244 | 0.8841 | 0.9403 |
177
+ | No log | 5.04 | 252 | 0.8218 | -0.0560 | 0.8218 | 0.9065 |
178
+ | No log | 5.08 | 254 | 0.8522 | -0.1397 | 0.8522 | 0.9231 |
179
+ | No log | 5.12 | 256 | 0.8744 | -0.2538 | 0.8744 | 0.9351 |
180
+ | No log | 5.16 | 258 | 0.8771 | -0.2022 | 0.8771 | 0.9365 |
181
+ | No log | 5.2 | 260 | 0.9530 | -0.1191 | 0.9530 | 0.9762 |
182
+ | No log | 5.24 | 262 | 0.9585 | -0.0755 | 0.9585 | 0.9790 |
183
+ | No log | 5.28 | 264 | 0.8851 | -0.2720 | 0.8851 | 0.9408 |
184
+ | No log | 5.32 | 266 | 0.9677 | -0.0393 | 0.9677 | 0.9837 |
185
+ | No log | 5.36 | 268 | 0.9480 | -0.0425 | 0.9480 | 0.9736 |
186
+ | No log | 5.4 | 270 | 0.8236 | -0.0967 | 0.8236 | 0.9075 |
187
+ | No log | 5.44 | 272 | 0.8250 | -0.1094 | 0.8250 | 0.9083 |
188
+ | No log | 5.48 | 274 | 0.8447 | -0.1466 | 0.8447 | 0.9190 |
189
+ | No log | 5.52 | 276 | 0.8517 | -0.1531 | 0.8517 | 0.9229 |
190
+ | No log | 5.5600 | 278 | 0.8969 | -0.2489 | 0.8969 | 0.9470 |
191
+ | No log | 5.6 | 280 | 1.0477 | -0.0143 | 1.0477 | 1.0236 |
192
+ | No log | 5.64 | 282 | 1.0985 | 0.0458 | 1.0985 | 1.0481 |
193
+ | No log | 5.68 | 284 | 0.9231 | -0.1633 | 0.9231 | 0.9608 |
194
+ | No log | 5.72 | 286 | 0.8717 | -0.1180 | 0.8717 | 0.9336 |
195
+ | No log | 5.76 | 288 | 0.8516 | -0.0753 | 0.8516 | 0.9228 |
196
+ | No log | 5.8 | 290 | 0.9171 | -0.1246 | 0.9171 | 0.9576 |
197
+ | No log | 5.84 | 292 | 0.8727 | -0.0753 | 0.8727 | 0.9342 |
198
+ | No log | 5.88 | 294 | 0.7906 | 0.0460 | 0.7906 | 0.8891 |
199
+ | No log | 5.92 | 296 | 0.7880 | -0.0065 | 0.7880 | 0.8877 |
200
+ | No log | 5.96 | 298 | 0.7945 | -0.0560 | 0.7945 | 0.8914 |
201
+ | No log | 6.0 | 300 | 0.8164 | -0.0984 | 0.8164 | 0.9036 |
202
+ | No log | 6.04 | 302 | 0.8317 | -0.0984 | 0.8317 | 0.9120 |
203
+ | No log | 6.08 | 304 | 0.8550 | -0.1273 | 0.8550 | 0.9247 |
204
+ | No log | 6.12 | 306 | 0.8956 | -0.0949 | 0.8956 | 0.9464 |
205
+ | No log | 6.16 | 308 | 0.8662 | -0.0426 | 0.8662 | 0.9307 |
206
+ | No log | 6.2 | 310 | 0.9217 | -0.0262 | 0.9217 | 0.9600 |
207
+ | No log | 6.24 | 312 | 0.8966 | -0.0262 | 0.8966 | 0.9469 |
208
+ | No log | 6.28 | 314 | 0.8765 | -0.0849 | 0.8765 | 0.9362 |
209
+ | No log | 6.32 | 316 | 0.9213 | -0.0941 | 0.9213 | 0.9599 |
210
+ | No log | 6.36 | 318 | 0.8665 | -0.2056 | 0.8665 | 0.9309 |
211
+ | No log | 6.4 | 320 | 0.8149 | 0.1024 | 0.8149 | 0.9027 |
212
+ | No log | 6.44 | 322 | 0.8413 | -0.0274 | 0.8413 | 0.9172 |
213
+ | No log | 6.48 | 324 | 0.8233 | 0.1024 | 0.8233 | 0.9074 |
214
+ | No log | 6.52 | 326 | 0.8755 | -0.1745 | 0.8755 | 0.9357 |
215
+ | No log | 6.5600 | 328 | 0.8700 | -0.1823 | 0.8700 | 0.9328 |
216
+ | No log | 6.6 | 330 | 0.8362 | -0.1026 | 0.8362 | 0.9144 |
217
+ | No log | 6.64 | 332 | 0.8349 | -0.1026 | 0.8349 | 0.9137 |
218
+ | No log | 6.68 | 334 | 0.8396 | -0.0612 | 0.8396 | 0.9163 |
219
+ | No log | 6.72 | 336 | 0.8392 | -0.1527 | 0.8392 | 0.9161 |
220
+ | No log | 6.76 | 338 | 0.8509 | -0.0967 | 0.8509 | 0.9224 |
221
+ | No log | 6.8 | 340 | 0.8670 | -0.1204 | 0.8670 | 0.9311 |
222
+ | No log | 6.84 | 342 | 0.8415 | -0.0912 | 0.8415 | 0.9173 |
223
+ | No log | 6.88 | 344 | 0.8481 | -0.0524 | 0.8481 | 0.9209 |
224
+ | No log | 6.92 | 346 | 0.8784 | -0.0563 | 0.8784 | 0.9372 |
225
+ | No log | 6.96 | 348 | 0.8684 | -0.0921 | 0.8684 | 0.9319 |
226
+ | No log | 7.0 | 350 | 0.8741 | -0.0859 | 0.8741 | 0.9350 |
227
+ | No log | 7.04 | 352 | 0.8552 | -0.0859 | 0.8552 | 0.9248 |
228
+ | No log | 7.08 | 354 | 0.8181 | -0.1026 | 0.8181 | 0.9045 |
229
+ | No log | 7.12 | 356 | 0.8011 | -0.0595 | 0.8011 | 0.8950 |
230
+ | No log | 7.16 | 358 | 0.7839 | -0.0578 | 0.7839 | 0.8854 |
231
+ | No log | 7.2 | 360 | 0.7854 | -0.1026 | 0.7854 | 0.8862 |
232
+ | No log | 7.24 | 362 | 0.8008 | -0.0967 | 0.8008 | 0.8949 |
233
+ | No log | 7.28 | 364 | 0.8053 | -0.0976 | 0.8053 | 0.8974 |
234
+ | No log | 7.32 | 366 | 0.8119 | -0.0488 | 0.8119 | 0.9010 |
235
+ | No log | 7.36 | 368 | 0.8221 | -0.0488 | 0.8221 | 0.9067 |
236
+ | No log | 7.4 | 370 | 0.8419 | -0.0488 | 0.8419 | 0.9175 |
237
+ | No log | 7.44 | 372 | 0.8706 | -0.0999 | 0.8706 | 0.9331 |
238
+ | No log | 7.48 | 374 | 0.8807 | -0.0870 | 0.8807 | 0.9385 |
239
+ | No log | 7.52 | 376 | 0.9601 | -0.1156 | 0.9601 | 0.9798 |
240
+ | No log | 7.5600 | 378 | 0.9551 | -0.0838 | 0.9551 | 0.9773 |
241
+ | No log | 7.6 | 380 | 0.9284 | -0.0238 | 0.9284 | 0.9635 |
242
+ | No log | 7.64 | 382 | 0.9099 | -0.0116 | 0.9099 | 0.9539 |
243
+ | No log | 7.68 | 384 | 0.8460 | -0.0488 | 0.8460 | 0.9198 |
244
+ | No log | 7.72 | 386 | 0.8067 | 0.0964 | 0.8067 | 0.8981 |
245
+ | No log | 7.76 | 388 | 0.8111 | -0.0711 | 0.8111 | 0.9006 |
246
+ | No log | 7.8 | 390 | 0.7890 | 0.0964 | 0.7890 | 0.8882 |
247
+ | No log | 7.84 | 392 | 0.7815 | -0.0069 | 0.7815 | 0.8840 |
248
+ | No log | 7.88 | 394 | 0.7757 | -0.0035 | 0.7757 | 0.8808 |
249
+ | No log | 7.92 | 396 | 0.7609 | 0.0460 | 0.7609 | 0.8723 |
250
+ | No log | 7.96 | 398 | 0.7699 | 0.0964 | 0.7699 | 0.8774 |
251
+ | No log | 8.0 | 400 | 0.8083 | 0.1259 | 0.8083 | 0.8991 |
252
+ | No log | 8.04 | 402 | 0.8041 | 0.0394 | 0.8041 | 0.8967 |
253
+ | No log | 8.08 | 404 | 0.8281 | -0.1331 | 0.8281 | 0.9100 |
254
+ | No log | 8.12 | 406 | 0.8805 | -0.0996 | 0.8805 | 0.9384 |
255
+ | No log | 8.16 | 408 | 0.8833 | -0.1648 | 0.8833 | 0.9398 |
256
+ | No log | 8.2 | 410 | 0.9010 | -0.0963 | 0.9010 | 0.9492 |
257
+ | No log | 8.24 | 412 | 0.9135 | -0.1026 | 0.9135 | 0.9558 |
258
+ | No log | 8.28 | 414 | 0.8902 | -0.0588 | 0.8902 | 0.9435 |
259
+ | No log | 8.32 | 416 | 0.8425 | -0.0992 | 0.8425 | 0.9179 |
260
+ | No log | 8.36 | 418 | 0.8382 | -0.0879 | 0.8382 | 0.9155 |
261
+ | No log | 8.4 | 420 | 0.8179 | -0.0506 | 0.8179 | 0.9044 |
262
+ | No log | 8.44 | 422 | 0.8108 | -0.0506 | 0.8108 | 0.9004 |
263
+ | No log | 8.48 | 424 | 0.8037 | -0.0992 | 0.8037 | 0.8965 |
264
+ | No log | 8.52 | 426 | 0.8135 | -0.0152 | 0.8135 | 0.9019 |
265
+ | No log | 8.56 | 428 | 0.8456 | 0.1148 | 0.8456 | 0.9196 |
266
+ | No log | 8.6 | 430 | 0.8883 | 0.0017 | 0.8883 | 0.9425 |
267
+ | No log | 8.64 | 432 | 0.8130 | 0.1202 | 0.8130 | 0.9016 |
268
+ | No log | 8.68 | 434 | 0.7716 | 0.0395 | 0.7716 | 0.8784 |
269
+ | No log | 8.72 | 436 | 0.7889 | -0.0488 | 0.7889 | 0.8882 |
270
+ | No log | 8.76 | 438 | 0.8187 | -0.0488 | 0.8187 | 0.9048 |
271
+ | No log | 8.8 | 440 | 0.8886 | -0.0735 | 0.8886 | 0.9427 |
272
+ | No log | 8.84 | 442 | 0.9028 | -0.0735 | 0.9028 | 0.9502 |
273
+ | No log | 8.88 | 444 | 0.8719 | -0.0669 | 0.8719 | 0.9338 |
274
+ | No log | 8.92 | 446 | 0.7837 | -0.0550 | 0.7837 | 0.8853 |
275
+ | No log | 8.96 | 448 | 0.7561 | -0.0032 | 0.7561 | 0.8695 |
276
+ | No log | 9.0 | 450 | 0.7462 | 0.0964 | 0.7462 | 0.8638 |
277
+ | No log | 9.04 | 452 | 0.8041 | 0.1202 | 0.8041 | 0.8967 |
278
+ | No log | 9.08 | 454 | 0.8836 | 0.0909 | 0.8836 | 0.9400 |
279
+ | No log | 9.12 | 456 | 0.8029 | -0.0612 | 0.8029 | 0.8960 |
280
+ | No log | 9.16 | 458 | 0.8104 | 0.0030 | 0.8104 | 0.9002 |
281
+ | No log | 9.2 | 460 | 0.8186 | 0.0030 | 0.8186 | 0.9048 |
282
+ | No log | 9.24 | 462 | 0.8116 | -0.0567 | 0.8116 | 0.9009 |
283
+ | No log | 9.28 | 464 | 0.9346 | 0.0909 | 0.9346 | 0.9667 |
284
+ | No log | 9.32 | 466 | 0.8911 | 0.0549 | 0.8911 | 0.9440 |
285
+ | No log | 9.36 | 468 | 0.7826 | 0.0414 | 0.7826 | 0.8846 |
286
+ | No log | 9.4 | 470 | 0.7792 | 0.0414 | 0.7792 | 0.8827 |
287
+ | No log | 9.44 | 472 | 0.7842 | 0.0471 | 0.7842 | 0.8856 |
288
+ | No log | 9.48 | 474 | 0.7865 | 0.0471 | 0.7865 | 0.8868 |
289
+ | No log | 9.52 | 476 | 0.7914 | 0.0454 | 0.7914 | 0.8896 |
290
+ | No log | 9.56 | 478 | 0.8689 | -0.0264 | 0.8689 | 0.9322 |
291
+ | No log | 9.6 | 480 | 0.8855 | -0.0766 | 0.8855 | 0.9410 |
292
+ | No log | 9.64 | 482 | 0.8322 | -0.0096 | 0.8322 | 0.9122 |
293
+ | No log | 9.68 | 484 | 0.8126 | -0.1074 | 0.8126 | 0.9014 |
294
+ | No log | 9.72 | 486 | 0.8097 | -0.0541 | 0.8097 | 0.8999 |
295
+ | No log | 9.76 | 488 | 0.8465 | -0.0215 | 0.8465 | 0.9201 |
296
+ | No log | 9.8 | 490 | 0.9987 | -0.0878 | 0.9987 | 0.9993 |
297
+ | No log | 9.84 | 492 | 0.9381 | -0.0033 | 0.9381 | 0.9686 |
298
+ | No log | 9.88 | 494 | 0.7774 | 0.1379 | 0.7774 | 0.8817 |
299
+ | No log | 9.92 | 496 | 0.7573 | 0.1021 | 0.7573 | 0.8702 |
300
+ | No log | 9.96 | 498 | 0.7903 | 0.0 | 0.7903 | 0.8890 |
301
+ | 0.3216 | 10.0 | 500 | 0.8344 | -0.0859 | 0.8344 | 0.9135 |
302
+ | 0.3216 | 10.04 | 502 | 0.8788 | -0.1916 | 0.8788 | 0.9374 |
303
+ | 0.3216 | 10.08 | 504 | 0.9099 | -0.0699 | 0.9099 | 0.9539 |
304
+ | 0.3216 | 10.12 | 506 | 0.9053 | -0.0271 | 0.9053 | 0.9515 |
305
+ | 0.3216 | 10.16 | 508 | 0.8860 | -0.0462 | 0.8860 | 0.9413 |
306
+ | 0.3216 | 10.2 | 510 | 0.8876 | -0.0370 | 0.8876 | 0.9421 |
307
+ | 0.3216 | 10.24 | 512 | 0.8830 | -0.0407 | 0.8830 | 0.9397 |
308
+ | 0.3216 | 10.28 | 514 | 0.8790 | -0.0027 | 0.8790 | 0.9376 |
309
+ | 0.3216 | 10.32 | 516 | 0.8731 | -0.0567 | 0.8731 | 0.9344 |
310
+ | 0.3216 | 10.36 | 518 | 0.8793 | -0.1982 | 0.8793 | 0.9377 |
311
+ | 0.3216 | 10.4 | 520 | 0.8897 | -0.0731 | 0.8897 | 0.9433 |
312
+ | 0.3216 | 10.44 | 522 | 0.9038 | 0.0071 | 0.9038 | 0.9507 |
313
+ | 0.3216 | 10.48 | 524 | 0.8634 | -0.0264 | 0.8634 | 0.9292 |
314
+ | 0.3216 | 10.52 | 526 | 0.8112 | -0.0513 | 0.8112 | 0.9006 |
315
+ | 0.3216 | 10.56 | 528 | 0.8245 | -0.1468 | 0.8245 | 0.9080 |
316
+ | 0.3216 | 10.6 | 530 | 0.8200 | -0.1893 | 0.8200 | 0.9055 |
317
+ | 0.3216 | 10.64 | 532 | 0.7900 | 0.1021 | 0.7900 | 0.8888 |
318
+ | 0.3216 | 10.68 | 534 | 0.8718 | 0.0191 | 0.8718 | 0.9337 |
319
+ | 0.3216 | 10.72 | 536 | 0.8742 | 0.0191 | 0.8742 | 0.9350 |
320
+ | 0.3216 | 10.76 | 538 | 0.7926 | 0.0964 | 0.7926 | 0.8903 |
321
+ | 0.3216 | 10.8 | 540 | 0.7922 | -0.0033 | 0.7922 | 0.8900 |
322
+ | 0.3216 | 10.84 | 542 | 0.8437 | -0.1329 | 0.8437 | 0.9186 |
323
+ | 0.3216 | 10.88 | 544 | 0.8569 | -0.1329 | 0.8569 | 0.9257 |
324
+ | 0.3216 | 10.92 | 546 | 0.8228 | -0.0949 | 0.8228 | 0.9071 |
325
+ | 0.3216 | 10.96 | 548 | 0.7785 | -0.0065 | 0.7785 | 0.8823 |
326
+ | 0.3216 | 11.0 | 550 | 0.9217 | -0.0425 | 0.9217 | 0.9600 |
327
+ | 0.3216 | 11.04 | 552 | 0.9372 | -0.0442 | 0.9372 | 0.9681 |
328
+ | 0.3216 | 11.08 | 554 | 0.8567 | -0.0096 | 0.8567 | 0.9256 |
329
+ | 0.3216 | 11.12 | 556 | 0.8481 | -0.1397 | 0.8481 | 0.9209 |
330
+ | 0.3216 | 11.16 | 558 | 0.8444 | -0.0967 | 0.8444 | 0.9189 |
331
+ | 0.3216 | 11.2 | 560 | 0.8329 | -0.0030 | 0.8329 | 0.9126 |
332
+ | 0.3216 | 11.24 | 562 | 0.8243 | 0.0964 | 0.8243 | 0.9079 |
333
+ | 0.3216 | 11.28 | 564 | 0.8197 | 0.0964 | 0.8197 | 0.9054 |
334
+ | 0.3216 | 11.32 | 566 | 0.8070 | 0.0964 | 0.8070 | 0.8983 |
335
+ | 0.3216 | 11.36 | 568 | 0.7952 | 0.0964 | 0.7952 | 0.8918 |
336
+ | 0.3216 | 11.4 | 570 | 0.7942 | 0.1021 | 0.7942 | 0.8912 |
337
+ | 0.3216 | 11.44 | 572 | 0.8047 | -0.0065 | 0.8047 | 0.8970 |
338
+ | 0.3216 | 11.48 | 574 | 0.8270 | 0.0395 | 0.8270 | 0.9094 |
339
+ | 0.3216 | 11.52 | 576 | 0.8446 | -0.0488 | 0.8446 | 0.9190 |
340
+ | 0.3216 | 11.56 | 578 | 0.8552 | -0.0912 | 0.8552 | 0.9248 |
341
+ | 0.3216 | 11.6 | 580 | 0.8577 | -0.0859 | 0.8577 | 0.9261 |
342
+ | 0.3216 | 11.64 | 582 | 0.8385 | -0.1268 | 0.8385 | 0.9157 |
343
+ | 0.3216 | 11.68 | 584 | 0.8126 | -0.0912 | 0.8126 | 0.9014 |
344
+ | 0.3216 | 11.72 | 586 | 0.8025 | 0.0479 | 0.8025 | 0.8958 |
345
+ | 0.3216 | 11.76 | 588 | 0.8195 | 0.0964 | 0.8195 | 0.9053 |
346
+ | 0.3216 | 11.8 | 590 | 0.8008 | 0.1021 | 0.8008 | 0.8949 |
347
+ | 0.3216 | 11.84 | 592 | 0.8113 | 0.0479 | 0.8113 | 0.9007 |
348
+ | 0.3216 | 11.88 | 594 | 0.8293 | 0.0479 | 0.8293 | 0.9107 |
349
+ | 0.3216 | 11.92 | 596 | 0.8415 | -0.0644 | 0.8415 | 0.9173 |
350
+ | 0.3216 | 11.96 | 598 | 0.8781 | -0.1172 | 0.8781 | 0.9371 |
351
+ | 0.3216 | 12.0 | 600 | 0.9347 | -0.1197 | 0.9347 | 0.9668 |
352
+ | 0.3216 | 12.04 | 602 | 0.9247 | -0.1197 | 0.9247 | 0.9616 |
353
+ | 0.3216 | 12.08 | 604 | 0.8911 | -0.2354 | 0.8911 | 0.9440 |
354
+ | 0.3216 | 12.12 | 606 | 0.8869 | 0.0085 | 0.8869 | 0.9418 |
355
+ | 0.3216 | 12.16 | 608 | 0.8795 | 0.0085 | 0.8795 | 0.9378 |
356
+ | 0.3216 | 12.2 | 610 | 0.8643 | -0.0513 | 0.8643 | 0.9297 |
357
+ | 0.3216 | 12.24 | 612 | 0.8470 | -0.0595 | 0.8470 | 0.9203 |
358
+ | 0.3216 | 12.28 | 614 | 0.9059 | -0.0778 | 0.9059 | 0.9518 |
359
+ | 0.3216 | 12.32 | 616 | 1.0279 | -0.1261 | 1.0279 | 1.0138 |
360
+ | 0.3216 | 12.36 | 618 | 1.0674 | -0.0886 | 1.0674 | 1.0331 |
361
+ | 0.3216 | 12.4 | 620 | 1.0061 | -0.1261 | 1.0061 | 1.0030 |
362
+ | 0.3216 | 12.44 | 622 | 0.9239 | -0.0823 | 0.9239 | 0.9612 |
363
+ | 0.3216 | 12.48 | 624 | 0.8156 | 0.0395 | 0.8156 | 0.9031 |
364
+ | 0.3216 | 12.52 | 626 | 0.8320 | 0.0496 | 0.8320 | 0.9121 |
365
+ | 0.3216 | 12.56 | 628 | 0.8646 | 0.0031 | 0.8646 | 0.9298 |
366
+ | 0.3216 | 12.6 | 630 | 0.8433 | -0.1018 | 0.8433 | 0.9183 |
367
+ | 0.3216 | 12.64 | 632 | 0.8277 | -0.1397 | 0.8277 | 0.9098 |
368
+ | 0.3216 | 12.68 | 634 | 0.8231 | -0.1397 | 0.8231 | 0.9073 |
369
+ | 0.3216 | 12.72 | 636 | 0.8432 | 0.0061 | 0.8432 | 0.9183 |
370
+ | 0.3216 | 12.76 | 638 | 0.8310 | -0.0939 | 0.8310 | 0.9116 |
371
+ | 0.3216 | 12.8 | 640 | 0.8053 | -0.0033 | 0.8053 | 0.8974 |
372
+ | 0.3216 | 12.84 | 642 | 0.8376 | 0.1318 | 0.8376 | 0.9152 |
373
+ | 0.3216 | 12.88 | 644 | 0.8507 | 0.0191 | 0.8507 | 0.9223 |
374
+ | 0.3216 | 12.92 | 646 | 0.8666 | 0.0628 | 0.8666 | 0.9309 |
375
+ | 0.3216 | 12.96 | 648 | 0.8475 | 0.0247 | 0.8475 | 0.9206 |
376
+ | 0.3216 | 13.0 | 650 | 0.8257 | 0.0768 | 0.8257 | 0.9087 |
377
+ | 0.3216 | 13.04 | 652 | 0.8219 | 0.1259 | 0.8219 | 0.9066 |
378
+ | 0.3216 | 13.08 | 654 | 0.8117 | 0.0967 | 0.8117 | 0.9009 |
379
+ | 0.3216 | 13.12 | 656 | 0.8413 | 0.1148 | 0.8413 | 0.9172 |
380
+ | 0.3216 | 13.16 | 658 | 0.8216 | 0.0449 | 0.8216 | 0.9064 |
381
+ | 0.3216 | 13.2 | 660 | 0.8061 | -0.1397 | 0.8061 | 0.8978 |
382
+ | 0.3216 | 13.24 | 662 | 0.8530 | -0.1535 | 0.8530 | 0.9236 |
383
+ | 0.3216 | 13.28 | 664 | 0.8822 | -0.1709 | 0.8822 | 0.9393 |
384
+ | 0.3216 | 13.32 | 666 | 0.8673 | -0.1905 | 0.8673 | 0.9313 |
385
+ | 0.3216 | 13.36 | 668 | 0.8331 | -0.1268 | 0.8331 | 0.9128 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
386
 
387
 
388
  ### Framework versions