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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_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: 0.8664
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- - Qwk: 0.0451
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- - Mse: 0.8664
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- - Rmse: 0.9308
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  ## Model description
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@@ -47,263 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.125 | 2 | 3.6084 | 0.0042 | 3.6084 | 1.8996 |
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- | No log | 0.25 | 4 | 1.7272 | 0.0624 | 1.7272 | 1.3142 |
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- | No log | 0.375 | 6 | 1.0442 | 0.0378 | 1.0442 | 1.0218 |
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- | No log | 0.5 | 8 | 0.8080 | -0.0371 | 0.8080 | 0.8989 |
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- | No log | 0.625 | 10 | 1.1554 | 0.0300 | 1.1554 | 1.0749 |
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- | No log | 0.75 | 12 | 1.2243 | 0.0840 | 1.2243 | 1.1065 |
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- | No log | 0.875 | 14 | 0.8466 | 0.0676 | 0.8466 | 0.9201 |
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- | No log | 1.0 | 16 | 0.9184 | 0.0182 | 0.9184 | 0.9583 |
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- | No log | 1.125 | 18 | 0.9028 | -0.0143 | 0.9028 | 0.9501 |
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- | No log | 1.25 | 20 | 0.8016 | -0.1244 | 0.8016 | 0.8953 |
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- | No log | 1.375 | 22 | 0.7395 | 0.0 | 0.7395 | 0.8599 |
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- | No log | 1.5 | 24 | 0.8459 | -0.0861 | 0.8459 | 0.9197 |
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- | No log | 1.625 | 26 | 1.0416 | 0.0196 | 1.0416 | 1.0206 |
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- | No log | 1.75 | 28 | 0.9237 | 0.0089 | 0.9237 | 0.9611 |
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- | No log | 1.875 | 30 | 0.9507 | 0.0618 | 0.9507 | 0.9751 |
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- | No log | 2.0 | 32 | 0.8154 | 0.0456 | 0.8154 | 0.9030 |
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- | No log | 2.125 | 34 | 0.7651 | 0.1096 | 0.7651 | 0.8747 |
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- | No log | 2.25 | 36 | 0.9526 | 0.0659 | 0.9526 | 0.9760 |
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- | No log | 2.375 | 38 | 0.8865 | 0.1065 | 0.8865 | 0.9416 |
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- | No log | 2.5 | 40 | 0.7541 | 0.0670 | 0.7541 | 0.8684 |
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- | No log | 2.625 | 42 | 0.8170 | -0.0056 | 0.8170 | 0.9039 |
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- | No log | 2.75 | 44 | 0.8184 | 0.1716 | 0.8184 | 0.9046 |
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- | No log | 2.875 | 46 | 0.7598 | 0.0909 | 0.7598 | 0.8716 |
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- | No log | 3.0 | 48 | 0.7426 | 0.0334 | 0.7426 | 0.8617 |
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- | No log | 3.125 | 50 | 0.7501 | -0.0711 | 0.7501 | 0.8661 |
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- | No log | 3.25 | 52 | 0.7921 | -0.0812 | 0.7921 | 0.8900 |
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- | No log | 3.375 | 54 | 0.7606 | -0.0331 | 0.7606 | 0.8721 |
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- | No log | 3.5 | 56 | 0.7273 | 0.0555 | 0.7273 | 0.8528 |
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- | No log | 3.625 | 58 | 0.8312 | -0.0237 | 0.8312 | 0.9117 |
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- | No log | 3.75 | 60 | 0.8257 | 0.0135 | 0.8257 | 0.9087 |
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- | No log | 3.875 | 62 | 1.1314 | 0.0492 | 1.1314 | 1.0637 |
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- | No log | 4.0 | 64 | 1.2331 | 0.0379 | 1.2331 | 1.1105 |
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- | No log | 4.125 | 66 | 0.9102 | 0.0639 | 0.9102 | 0.9540 |
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- | No log | 4.25 | 68 | 0.9205 | -0.0257 | 0.9205 | 0.9594 |
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- | No log | 4.375 | 70 | 1.0121 | 0.0379 | 1.0121 | 1.0060 |
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- | No log | 4.5 | 72 | 1.0977 | 0.0130 | 1.0977 | 1.0477 |
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- | No log | 4.625 | 74 | 1.0532 | -0.0324 | 1.0532 | 1.0262 |
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- | No log | 4.75 | 76 | 0.9632 | 0.0311 | 0.9632 | 0.9814 |
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- | No log | 4.875 | 78 | 0.8921 | 0.0101 | 0.8921 | 0.9445 |
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- | No log | 5.0 | 80 | 1.0744 | -0.0394 | 1.0744 | 1.0365 |
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- | No log | 5.125 | 82 | 1.1068 | 0.0267 | 1.1068 | 1.0521 |
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- | No log | 5.25 | 84 | 0.9204 | 0.0330 | 0.9204 | 0.9594 |
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- | No log | 5.375 | 86 | 1.0512 | 0.1731 | 1.0512 | 1.0253 |
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- | No log | 5.5 | 88 | 1.0820 | 0.1441 | 1.0820 | 1.0402 |
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- | No log | 5.625 | 90 | 0.9659 | 0.1044 | 0.9659 | 0.9828 |
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- | No log | 5.75 | 92 | 0.8549 | 0.1558 | 0.8549 | 0.9246 |
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- | No log | 5.875 | 94 | 1.1497 | 0.0083 | 1.1497 | 1.0722 |
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- | No log | 6.0 | 96 | 1.4649 | 0.0712 | 1.4649 | 1.2103 |
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- | No log | 6.125 | 98 | 1.2468 | 0.0367 | 1.2468 | 1.1166 |
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- | No log | 6.25 | 100 | 0.8752 | 0.1758 | 0.8752 | 0.9355 |
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- | No log | 6.375 | 102 | 0.7905 | 0.0376 | 0.7905 | 0.8891 |
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- | No log | 6.5 | 104 | 0.8495 | 0.1037 | 0.8495 | 0.9217 |
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- | No log | 6.625 | 106 | 0.9798 | 0.1746 | 0.9798 | 0.9898 |
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- | No log | 6.75 | 108 | 0.9527 | 0.0769 | 0.9527 | 0.9761 |
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- | No log | 6.875 | 110 | 0.7801 | 0.0791 | 0.7801 | 0.8833 |
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- | No log | 7.0 | 112 | 0.9438 | 0.0556 | 0.9438 | 0.9715 |
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- | No log | 7.125 | 114 | 0.9145 | 0.1065 | 0.9145 | 0.9563 |
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- | No log | 7.25 | 116 | 0.7392 | 0.1644 | 0.7392 | 0.8597 |
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- | No log | 7.375 | 118 | 0.8560 | 0.0048 | 0.8560 | 0.9252 |
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- | No log | 7.5 | 120 | 0.9805 | -0.0504 | 0.9805 | 0.9902 |
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- | No log | 7.625 | 122 | 1.0419 | -0.0165 | 1.0419 | 1.0208 |
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- | No log | 7.75 | 124 | 1.0104 | -0.0334 | 1.0104 | 1.0052 |
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- | No log | 7.875 | 126 | 1.0832 | 0.0245 | 1.0832 | 1.0408 |
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- | No log | 8.0 | 128 | 1.1474 | 0.0553 | 1.1474 | 1.0711 |
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- | No log | 8.125 | 130 | 1.1063 | 0.1146 | 1.1063 | 1.0518 |
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- | No log | 8.25 | 132 | 1.0821 | 0.0130 | 1.0821 | 1.0402 |
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- | No log | 8.375 | 134 | 0.9657 | 0.0578 | 0.9657 | 0.9827 |
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- | No log | 8.5 | 136 | 0.9569 | 0.0319 | 0.9569 | 0.9782 |
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- | No log | 8.625 | 138 | 0.9983 | 0.0061 | 0.9983 | 0.9991 |
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- | No log | 8.75 | 140 | 0.9643 | 0.0950 | 0.9643 | 0.9820 |
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- | No log | 8.875 | 142 | 0.9381 | 0.1520 | 0.9381 | 0.9685 |
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- | No log | 9.0 | 144 | 1.0305 | -0.0325 | 1.0305 | 1.0152 |
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- | No log | 9.125 | 146 | 1.0604 | 0.0378 | 1.0604 | 1.0297 |
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- | No log | 9.25 | 148 | 0.9971 | 0.1453 | 0.9971 | 0.9986 |
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- | No log | 9.375 | 150 | 1.1950 | 0.0685 | 1.1950 | 1.0932 |
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- | No log | 9.5 | 152 | 1.2265 | 0.0442 | 1.2265 | 1.1075 |
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- | No log | 9.625 | 154 | 1.1290 | -0.0122 | 1.1290 | 1.0626 |
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- | No log | 9.75 | 156 | 0.9774 | -0.0071 | 0.9774 | 0.9886 |
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- | No log | 9.875 | 158 | 0.9620 | -0.0115 | 0.9620 | 0.9808 |
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- | No log | 10.0 | 160 | 0.9780 | 0.0231 | 0.9780 | 0.9889 |
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- | No log | 10.125 | 162 | 1.0110 | 0.0619 | 1.0110 | 1.0055 |
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- | No log | 10.25 | 164 | 1.0273 | 0.0707 | 1.0273 | 1.0136 |
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- | No log | 10.375 | 166 | 1.0695 | 0.0478 | 1.0695 | 1.0341 |
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- | No log | 10.5 | 168 | 0.9398 | 0.0026 | 0.9398 | 0.9694 |
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- | No log | 10.625 | 170 | 0.8998 | 0.1269 | 0.8998 | 0.9486 |
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- | No log | 10.75 | 172 | 0.9569 | 0.1559 | 0.9569 | 0.9782 |
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- | No log | 10.875 | 174 | 0.9722 | 0.1329 | 0.9722 | 0.9860 |
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- | No log | 11.0 | 176 | 0.8792 | 0.1546 | 0.8792 | 0.9376 |
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- | No log | 11.125 | 178 | 0.8950 | 0.1891 | 0.8950 | 0.9460 |
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- | No log | 11.25 | 180 | 0.9871 | 0.0943 | 0.9871 | 0.9935 |
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- | No log | 11.375 | 182 | 1.0391 | 0.0985 | 1.0391 | 1.0194 |
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- | No log | 11.5 | 184 | 0.9239 | 0.0710 | 0.9239 | 0.9612 |
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- | No log | 11.625 | 186 | 0.8922 | 0.0378 | 0.8922 | 0.9446 |
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- | No log | 11.75 | 188 | 0.9717 | 0.0142 | 0.9717 | 0.9858 |
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- | No log | 11.875 | 190 | 0.9061 | 0.0353 | 0.9061 | 0.9519 |
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- | No log | 12.0 | 192 | 0.8840 | 0.1168 | 0.8840 | 0.9402 |
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- | No log | 12.125 | 194 | 0.9701 | 0.0945 | 0.9701 | 0.9849 |
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- | No log | 12.25 | 196 | 1.0599 | 0.0673 | 1.0599 | 1.0295 |
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- | No log | 12.375 | 198 | 0.9700 | -0.0260 | 0.9700 | 0.9849 |
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- | No log | 12.5 | 200 | 0.9313 | 0.0063 | 0.9313 | 0.9650 |
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- | No log | 12.625 | 202 | 0.9244 | 0.0366 | 0.9244 | 0.9614 |
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- | No log | 12.75 | 204 | 0.8582 | 0.0999 | 0.8582 | 0.9264 |
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- | No log | 12.875 | 206 | 0.7988 | 0.1232 | 0.7988 | 0.8938 |
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- | No log | 13.0 | 208 | 0.8235 | 0.1277 | 0.8235 | 0.9074 |
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- | No log | 13.125 | 210 | 0.8799 | 0.1626 | 0.8799 | 0.9380 |
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- | No log | 13.25 | 212 | 1.0418 | -0.0154 | 1.0418 | 1.0207 |
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- | No log | 13.375 | 214 | 0.9398 | 0.0687 | 0.9398 | 0.9694 |
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- | No log | 13.5 | 216 | 0.7892 | 0.1387 | 0.7892 | 0.8884 |
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- | No log | 13.625 | 218 | 0.7795 | 0.0791 | 0.7795 | 0.8829 |
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- | No log | 13.75 | 220 | 0.8862 | 0.0026 | 0.8862 | 0.9414 |
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- | No log | 13.875 | 222 | 1.1243 | 0.0468 | 1.1243 | 1.0603 |
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- | No log | 14.0 | 224 | 1.2887 | 0.0253 | 1.2887 | 1.1352 |
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- | No log | 14.125 | 226 | 1.1727 | 0.0478 | 1.1727 | 1.0829 |
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- | No log | 14.25 | 228 | 0.9322 | 0.0183 | 0.9322 | 0.9655 |
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- | No log | 14.375 | 230 | 0.8554 | 0.0827 | 0.8554 | 0.9249 |
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- | No log | 14.5 | 232 | 0.8726 | 0.0239 | 0.8726 | 0.9341 |
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- | No log | 14.625 | 234 | 0.9287 | -0.0595 | 0.9287 | 0.9637 |
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- | No log | 14.75 | 236 | 0.9214 | 0.0048 | 0.9214 | 0.9599 |
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- | No log | 14.875 | 238 | 0.8217 | -0.0277 | 0.8217 | 0.9065 |
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- | No log | 15.0 | 240 | 0.8151 | 0.0426 | 0.8151 | 0.9028 |
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- | No log | 15.125 | 242 | 0.8672 | -0.0238 | 0.8672 | 0.9312 |
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- | No log | 15.25 | 244 | 1.0324 | 0.0980 | 1.0324 | 1.0160 |
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- | No log | 15.375 | 246 | 1.1149 | 0.0784 | 1.1149 | 1.0559 |
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- | No log | 15.5 | 248 | 0.9749 | 0.1292 | 0.9749 | 0.9874 |
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- | No log | 15.625 | 250 | 0.8915 | -0.0137 | 0.8915 | 0.9442 |
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- | No log | 15.75 | 252 | 0.8488 | 0.0506 | 0.8488 | 0.9213 |
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- | No log | 15.875 | 254 | 0.8896 | 0.0970 | 0.8896 | 0.9432 |
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- | No log | 16.0 | 256 | 0.8302 | 0.1323 | 0.8302 | 0.9112 |
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- | No log | 16.125 | 258 | 0.8040 | 0.1170 | 0.8040 | 0.8966 |
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- | No log | 16.25 | 260 | 0.8309 | 0.0717 | 0.8309 | 0.9116 |
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- | No log | 16.375 | 262 | 0.8609 | 0.1247 | 0.8609 | 0.9278 |
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- | No log | 16.5 | 264 | 0.9414 | 0.0909 | 0.9414 | 0.9702 |
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- | No log | 16.625 | 266 | 0.9674 | 0.0402 | 0.9674 | 0.9836 |
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- | No log | 16.75 | 268 | 0.8812 | 0.0206 | 0.8812 | 0.9387 |
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- | No log | 16.875 | 270 | 0.8694 | 0.0518 | 0.8694 | 0.9324 |
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- | No log | 17.0 | 272 | 0.9071 | 0.0206 | 0.9071 | 0.9524 |
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- | No log | 17.125 | 274 | 1.0391 | 0.0458 | 1.0391 | 1.0194 |
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- | No log | 17.25 | 276 | 1.1153 | 0.0233 | 1.1153 | 1.0561 |
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- | No log | 17.375 | 278 | 1.0223 | 0.0169 | 1.0223 | 1.0111 |
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- | No log | 17.5 | 280 | 0.8745 | -0.0055 | 0.8745 | 0.9352 |
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- | No log | 17.625 | 282 | 0.8027 | 0.1267 | 0.8027 | 0.8959 |
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- | No log | 17.75 | 284 | 0.8514 | 0.0600 | 0.8514 | 0.9227 |
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- | No log | 17.875 | 286 | 0.9023 | -0.0395 | 0.9023 | 0.9499 |
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- | No log | 18.0 | 288 | 0.8807 | 0.0627 | 0.8807 | 0.9385 |
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- | No log | 18.125 | 290 | 0.8478 | 0.1686 | 0.8478 | 0.9208 |
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- | No log | 18.25 | 292 | 0.8411 | 0.1299 | 0.8411 | 0.9171 |
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- | No log | 18.375 | 294 | 0.8277 | 0.1630 | 0.8277 | 0.9098 |
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- | No log | 18.5 | 296 | 0.8377 | 0.0778 | 0.8377 | 0.9153 |
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- | No log | 18.625 | 298 | 0.8790 | -0.0123 | 0.8790 | 0.9375 |
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- | No log | 18.75 | 300 | 1.0344 | 0.0205 | 1.0344 | 1.0171 |
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- | No log | 18.875 | 302 | 1.1345 | -0.0006 | 1.1345 | 1.0651 |
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- | No log | 19.0 | 304 | 1.0140 | -0.0137 | 1.0140 | 1.0070 |
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- | No log | 19.125 | 306 | 0.9153 | -0.0438 | 0.9153 | 0.9567 |
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- | No log | 19.25 | 308 | 0.8760 | 0.0049 | 0.8760 | 0.9360 |
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- | No log | 19.375 | 310 | 0.8960 | 0.0870 | 0.8960 | 0.9466 |
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- | No log | 19.5 | 312 | 0.9363 | 0.0578 | 0.9363 | 0.9676 |
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- | No log | 19.625 | 314 | 0.9095 | 0.0897 | 0.9095 | 0.9537 |
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- | No log | 19.75 | 316 | 0.9267 | 0.1252 | 0.9267 | 0.9627 |
210
- | No log | 19.875 | 318 | 0.8683 | 0.1605 | 0.8683 | 0.9318 |
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- | No log | 20.0 | 320 | 0.7728 | 0.1287 | 0.7728 | 0.8791 |
212
- | No log | 20.125 | 322 | 0.7867 | 0.0118 | 0.7867 | 0.8870 |
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- | No log | 20.25 | 324 | 0.7766 | 0.0611 | 0.7766 | 0.8812 |
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- | No log | 20.375 | 326 | 0.7942 | 0.1687 | 0.7942 | 0.8912 |
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- | No log | 20.5 | 328 | 0.9543 | 0.0692 | 0.9543 | 0.9769 |
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- | No log | 20.625 | 330 | 1.0297 | 0.0673 | 1.0297 | 1.0147 |
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- | No log | 20.75 | 332 | 0.9452 | 0.0268 | 0.9452 | 0.9722 |
218
- | No log | 20.875 | 334 | 0.9359 | 0.0268 | 0.9359 | 0.9674 |
219
- | No log | 21.0 | 336 | 1.0422 | 0.1206 | 1.0422 | 1.0209 |
220
- | No log | 21.125 | 338 | 1.0880 | 0.0169 | 1.0880 | 1.0431 |
221
- | No log | 21.25 | 340 | 1.0212 | 0.0078 | 1.0212 | 1.0105 |
222
- | No log | 21.375 | 342 | 0.8887 | 0.0875 | 0.8887 | 0.9427 |
223
- | No log | 21.5 | 344 | 0.8148 | 0.0341 | 0.8148 | 0.9027 |
224
- | No log | 21.625 | 346 | 0.8126 | 0.1244 | 0.8126 | 0.9014 |
225
- | No log | 21.75 | 348 | 0.8203 | 0.0798 | 0.8203 | 0.9057 |
226
- | No log | 21.875 | 350 | 0.8482 | 0.0469 | 0.8482 | 0.9210 |
227
- | No log | 22.0 | 352 | 0.8230 | -0.0391 | 0.8230 | 0.9072 |
228
- | No log | 22.125 | 354 | 0.8215 | -0.0391 | 0.8215 | 0.9064 |
229
- | No log | 22.25 | 356 | 0.8452 | 0.0469 | 0.8452 | 0.9194 |
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- | No log | 22.375 | 358 | 0.8990 | 0.0897 | 0.8990 | 0.9482 |
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- | No log | 22.5 | 360 | 0.8894 | 0.0550 | 0.8894 | 0.9431 |
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- | No log | 22.625 | 362 | 0.8182 | 0.0846 | 0.8182 | 0.9045 |
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- | No log | 22.75 | 364 | 0.8096 | 0.1277 | 0.8096 | 0.8998 |
234
- | No log | 22.875 | 366 | 0.8868 | 0.0286 | 0.8868 | 0.9417 |
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- | No log | 23.0 | 368 | 0.9467 | 0.0415 | 0.9467 | 0.9730 |
236
- | No log | 23.125 | 370 | 0.8604 | 0.0265 | 0.8604 | 0.9276 |
237
- | No log | 23.25 | 372 | 0.8043 | 0.2057 | 0.8043 | 0.8968 |
238
- | No log | 23.375 | 374 | 0.7725 | 0.0357 | 0.7725 | 0.8789 |
239
- | No log | 23.5 | 376 | 0.7815 | 0.0357 | 0.7815 | 0.8840 |
240
- | No log | 23.625 | 378 | 0.7886 | 0.0357 | 0.7886 | 0.8880 |
241
- | No log | 23.75 | 380 | 0.8479 | 0.1251 | 0.8479 | 0.9208 |
242
- | No log | 23.875 | 382 | 0.8696 | 0.0886 | 0.8696 | 0.9325 |
243
- | No log | 24.0 | 384 | 0.8637 | 0.0883 | 0.8637 | 0.9294 |
244
- | No log | 24.125 | 386 | 0.8323 | 0.0469 | 0.8323 | 0.9123 |
245
- | No log | 24.25 | 388 | 0.8832 | 0.0529 | 0.8832 | 0.9398 |
246
- | No log | 24.375 | 390 | 0.9528 | -0.0051 | 0.9528 | 0.9761 |
247
- | No log | 24.5 | 392 | 0.9128 | 0.0893 | 0.9128 | 0.9554 |
248
- | No log | 24.625 | 394 | 0.9099 | 0.1240 | 0.9099 | 0.9539 |
249
- | No log | 24.75 | 396 | 0.9349 | 0.0893 | 0.9349 | 0.9669 |
250
- | No log | 24.875 | 398 | 1.0729 | 0.0445 | 1.0729 | 1.0358 |
251
- | No log | 25.0 | 400 | 1.0558 | 0.0468 | 1.0558 | 1.0275 |
252
- | No log | 25.125 | 402 | 0.8865 | 0.0890 | 0.8865 | 0.9415 |
253
- | No log | 25.25 | 404 | 0.7940 | 0.1646 | 0.7940 | 0.8910 |
254
- | No log | 25.375 | 406 | 0.7723 | 0.1232 | 0.7723 | 0.8788 |
255
- | No log | 25.5 | 408 | 0.7977 | 0.0856 | 0.7977 | 0.8931 |
256
- | No log | 25.625 | 410 | 0.9454 | 0.0138 | 0.9454 | 0.9723 |
257
- | No log | 25.75 | 412 | 1.0602 | 0.0260 | 1.0602 | 1.0297 |
258
- | No log | 25.875 | 414 | 0.9966 | 0.0458 | 0.9966 | 0.9983 |
259
- | No log | 26.0 | 416 | 0.8331 | 0.1660 | 0.8331 | 0.9128 |
260
- | No log | 26.125 | 418 | 0.7658 | 0.1292 | 0.7658 | 0.8751 |
261
- | No log | 26.25 | 420 | 0.7427 | 0.1758 | 0.7427 | 0.8618 |
262
- | No log | 26.375 | 422 | 0.7190 | 0.1758 | 0.7190 | 0.8479 |
263
- | No log | 26.5 | 424 | 0.7024 | 0.1318 | 0.7024 | 0.8381 |
264
- | No log | 26.625 | 426 | 0.7229 | -0.0059 | 0.7229 | 0.8503 |
265
- | No log | 26.75 | 428 | 0.7346 | 0.0394 | 0.7346 | 0.8571 |
266
- | No log | 26.875 | 430 | 0.7418 | 0.1249 | 0.7418 | 0.8613 |
267
- | No log | 27.0 | 432 | 0.7843 | 0.1240 | 0.7843 | 0.8856 |
268
- | No log | 27.125 | 434 | 0.8409 | 0.1646 | 0.8409 | 0.9170 |
269
- | No log | 27.25 | 436 | 0.9489 | 0.1860 | 0.9489 | 0.9741 |
270
- | No log | 27.375 | 438 | 0.9922 | 0.2172 | 0.9922 | 0.9961 |
271
- | No log | 27.5 | 440 | 0.9612 | 0.2172 | 0.9612 | 0.9804 |
272
- | No log | 27.625 | 442 | 0.9669 | 0.1544 | 0.9669 | 0.9833 |
273
- | No log | 27.75 | 444 | 0.9208 | 0.1581 | 0.9208 | 0.9596 |
274
- | No log | 27.875 | 446 | 0.8595 | 0.1203 | 0.8595 | 0.9271 |
275
- | No log | 28.0 | 448 | 0.8727 | 0.0886 | 0.8727 | 0.9342 |
276
- | No log | 28.125 | 450 | 0.9741 | 0.0356 | 0.9741 | 0.9870 |
277
- | No log | 28.25 | 452 | 0.9790 | 0.0078 | 0.9790 | 0.9894 |
278
- | No log | 28.375 | 454 | 0.8755 | -0.0193 | 0.8755 | 0.9357 |
279
- | No log | 28.5 | 456 | 0.8433 | 0.0049 | 0.8433 | 0.9183 |
280
- | No log | 28.625 | 458 | 0.8685 | 0.0114 | 0.8685 | 0.9319 |
281
- | No log | 28.75 | 460 | 0.8438 | 0.0469 | 0.8438 | 0.9186 |
282
- | No log | 28.875 | 462 | 0.8184 | -0.0851 | 0.8184 | 0.9046 |
283
- | No log | 29.0 | 464 | 0.8189 | -0.0851 | 0.8189 | 0.9049 |
284
- | No log | 29.125 | 466 | 0.8284 | 0.0 | 0.8284 | 0.9102 |
285
- | No log | 29.25 | 468 | 0.8871 | -0.0142 | 0.8871 | 0.9419 |
286
- | No log | 29.375 | 470 | 0.9829 | 0.1249 | 0.9829 | 0.9914 |
287
- | No log | 29.5 | 472 | 1.0332 | 0.0401 | 1.0332 | 1.0164 |
288
- | No log | 29.625 | 474 | 0.9273 | 0.0246 | 0.9273 | 0.9630 |
289
- | No log | 29.75 | 476 | 0.8551 | 0.0 | 0.8551 | 0.9247 |
290
- | No log | 29.875 | 478 | 0.8585 | 0.0393 | 0.8585 | 0.9265 |
291
- | No log | 30.0 | 480 | 0.8927 | -0.0313 | 0.8927 | 0.9448 |
292
- | No log | 30.125 | 482 | 1.0073 | 0.0596 | 1.0073 | 1.0036 |
293
- | No log | 30.25 | 484 | 1.0714 | 0.0922 | 1.0714 | 1.0351 |
294
- | No log | 30.375 | 486 | 1.0045 | 0.0268 | 1.0045 | 1.0022 |
295
- | No log | 30.5 | 488 | 0.9728 | 0.0215 | 0.9728 | 0.9863 |
296
- | No log | 30.625 | 490 | 0.9314 | 0.0532 | 0.9314 | 0.9651 |
297
- | No log | 30.75 | 492 | 0.9381 | 0.0231 | 0.9381 | 0.9685 |
298
- | No log | 30.875 | 494 | 0.8774 | 0.0540 | 0.8774 | 0.9367 |
299
- | No log | 31.0 | 496 | 0.8033 | 0.0423 | 0.8033 | 0.8963 |
300
- | No log | 31.125 | 498 | 0.7697 | 0.0783 | 0.7697 | 0.8773 |
301
- | 0.2979 | 31.25 | 500 | 0.7807 | 0.0791 | 0.7807 | 0.8836 |
302
- | 0.2979 | 31.375 | 502 | 0.8462 | -0.0212 | 0.8462 | 0.9199 |
303
- | 0.2979 | 31.5 | 504 | 0.9347 | -0.0051 | 0.9347 | 0.9668 |
304
- | 0.2979 | 31.625 | 506 | 1.0144 | 0.0660 | 1.0144 | 1.0072 |
305
- | 0.2979 | 31.75 | 508 | 0.9423 | 0.0560 | 0.9423 | 0.9707 |
306
- | 0.2979 | 31.875 | 510 | 0.8664 | 0.0451 | 0.8664 | 0.9308 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k4_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: 0.9191
19
+ - Qwk: -0.0204
20
+ - Mse: 0.9191
21
+ - Rmse: 0.9587
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0952 | 2 | 3.8182 | 0.0017 | 3.8182 | 1.9540 |
53
+ | No log | 0.1905 | 4 | 1.9722 | -0.0076 | 1.9722 | 1.4043 |
54
+ | No log | 0.2857 | 6 | 1.5875 | -0.0029 | 1.5875 | 1.2600 |
55
+ | No log | 0.3810 | 8 | 1.5767 | -0.0454 | 1.5767 | 1.2557 |
56
+ | No log | 0.4762 | 10 | 0.8234 | 0.0670 | 0.8234 | 0.9074 |
57
+ | No log | 0.5714 | 12 | 0.8053 | -0.0264 | 0.8053 | 0.8974 |
58
+ | No log | 0.6667 | 14 | 0.8649 | -0.0371 | 0.8649 | 0.9300 |
59
+ | No log | 0.7619 | 16 | 0.7744 | 0.0374 | 0.7744 | 0.8800 |
60
+ | No log | 0.8571 | 18 | 0.7342 | -0.0035 | 0.7342 | 0.8568 |
61
+ | No log | 0.9524 | 20 | 0.7259 | -0.0035 | 0.7259 | 0.8520 |
62
+ | No log | 1.0476 | 22 | 0.7395 | -0.0679 | 0.7395 | 0.8600 |
63
+ | No log | 1.1429 | 24 | 0.7523 | -0.1223 | 0.7523 | 0.8674 |
64
+ | No log | 1.2381 | 26 | 0.8442 | -0.1682 | 0.8442 | 0.9188 |
65
+ | No log | 1.3333 | 28 | 1.0132 | -0.0175 | 1.0132 | 1.0066 |
66
+ | No log | 1.4286 | 30 | 1.5386 | 0.0505 | 1.5386 | 1.2404 |
67
+ | No log | 1.5238 | 32 | 1.1179 | -0.0191 | 1.1179 | 1.0573 |
68
+ | No log | 1.6190 | 34 | 0.7562 | 0.0296 | 0.7562 | 0.8696 |
69
+ | No log | 1.7143 | 36 | 0.7298 | 0.0460 | 0.7298 | 0.8543 |
70
+ | No log | 1.8095 | 38 | 0.7594 | 0.0759 | 0.7594 | 0.8714 |
71
+ | No log | 1.9048 | 40 | 0.8958 | 0.1239 | 0.8958 | 0.9464 |
72
+ | No log | 2.0 | 42 | 1.2048 | -0.0043 | 1.2048 | 1.0976 |
73
+ | No log | 2.0952 | 44 | 0.9750 | 0.1306 | 0.9750 | 0.9874 |
74
+ | No log | 2.1905 | 46 | 0.7247 | 0.0807 | 0.7247 | 0.8513 |
75
+ | No log | 2.2857 | 48 | 0.7194 | 0.0506 | 0.7194 | 0.8482 |
76
+ | No log | 2.3810 | 50 | 0.7163 | 0.1021 | 0.7163 | 0.8464 |
77
+ | No log | 2.4762 | 52 | 0.8031 | 0.0442 | 0.8031 | 0.8962 |
78
+ | No log | 2.5714 | 54 | 0.7989 | 0.0588 | 0.7989 | 0.8938 |
79
+ | No log | 2.6667 | 56 | 0.7475 | -0.0035 | 0.7475 | 0.8646 |
80
+ | No log | 2.7619 | 58 | 0.7789 | -0.0571 | 0.7789 | 0.8826 |
81
+ | No log | 2.8571 | 60 | 0.7786 | 0.0375 | 0.7786 | 0.8824 |
82
+ | No log | 2.9524 | 62 | 0.8039 | 0.1240 | 0.8039 | 0.8966 |
83
+ | No log | 3.0476 | 64 | 0.8907 | 0.1264 | 0.8907 | 0.9437 |
84
+ | No log | 3.1429 | 66 | 0.8467 | 0.1355 | 0.8467 | 0.9202 |
85
+ | No log | 3.2381 | 68 | 0.8927 | 0.0089 | 0.8927 | 0.9448 |
86
+ | No log | 3.3333 | 70 | 0.9655 | 0.0512 | 0.9655 | 0.9826 |
87
+ | No log | 3.4286 | 72 | 0.9439 | 0.0492 | 0.9439 | 0.9715 |
88
+ | No log | 3.5238 | 74 | 0.9410 | 0.0492 | 0.9410 | 0.9701 |
89
+ | No log | 3.6190 | 76 | 0.8645 | 0.0770 | 0.8645 | 0.9298 |
90
+ | No log | 3.7143 | 78 | 0.7755 | 0.0705 | 0.7755 | 0.8807 |
91
+ | No log | 3.8095 | 80 | 0.7412 | 0.0116 | 0.7412 | 0.8609 |
92
+ | No log | 3.9048 | 82 | 0.8426 | 0.1506 | 0.8426 | 0.9179 |
93
+ | No log | 4.0 | 84 | 0.8455 | 0.1458 | 0.8455 | 0.9195 |
94
+ | No log | 4.0952 | 86 | 0.8636 | 0.1785 | 0.8636 | 0.9293 |
95
+ | No log | 4.1905 | 88 | 0.8953 | 0.1412 | 0.8953 | 0.9462 |
96
+ | No log | 4.2857 | 90 | 0.8649 | 0.0947 | 0.8649 | 0.9300 |
97
+ | No log | 4.3810 | 92 | 0.8976 | 0.1443 | 0.8976 | 0.9474 |
98
+ | No log | 4.4762 | 94 | 0.9096 | 0.1034 | 0.9096 | 0.9537 |
99
+ | No log | 4.5714 | 96 | 0.9044 | 0.0993 | 0.9044 | 0.9510 |
100
+ | No log | 4.6667 | 98 | 0.9854 | 0.0030 | 0.9854 | 0.9927 |
101
+ | No log | 4.7619 | 100 | 0.9415 | -0.0408 | 0.9415 | 0.9703 |
102
+ | No log | 4.8571 | 102 | 0.9985 | 0.0092 | 0.9985 | 0.9992 |
103
+ | No log | 4.9524 | 104 | 0.8262 | 0.1031 | 0.8262 | 0.9090 |
104
+ | No log | 5.0476 | 106 | 0.7879 | 0.1372 | 0.7879 | 0.8876 |
105
+ | No log | 5.1429 | 108 | 0.8078 | 0.0702 | 0.8078 | 0.8988 |
106
+ | No log | 5.2381 | 110 | 0.7212 | 0.1674 | 0.7212 | 0.8492 |
107
+ | No log | 5.3333 | 112 | 0.7223 | 0.1453 | 0.7223 | 0.8499 |
108
+ | No log | 5.4286 | 114 | 0.7903 | 0.1515 | 0.7903 | 0.8890 |
109
+ | No log | 5.5238 | 116 | 0.7857 | 0.1872 | 0.7857 | 0.8864 |
110
+ | No log | 5.6190 | 118 | 0.8278 | 0.1450 | 0.8278 | 0.9098 |
111
+ | No log | 5.7143 | 120 | 0.7724 | 0.1310 | 0.7724 | 0.8789 |
112
+ | No log | 5.8095 | 122 | 0.8066 | 0.1034 | 0.8066 | 0.8981 |
113
+ | No log | 5.9048 | 124 | 0.7824 | 0.1416 | 0.7824 | 0.8846 |
114
+ | No log | 6.0 | 126 | 0.7698 | 0.2087 | 0.7698 | 0.8774 |
115
+ | No log | 6.0952 | 128 | 0.7874 | 0.1310 | 0.7874 | 0.8873 |
116
+ | No log | 6.1905 | 130 | 1.0421 | 0.0226 | 1.0421 | 1.0208 |
117
+ | No log | 6.2857 | 132 | 1.1976 | 0.0293 | 1.1976 | 1.0944 |
118
+ | No log | 6.3810 | 134 | 0.9460 | 0.1078 | 0.9460 | 0.9726 |
119
+ | No log | 6.4762 | 136 | 0.8994 | 0.0665 | 0.8994 | 0.9484 |
120
+ | No log | 6.5714 | 138 | 1.0914 | -0.0120 | 1.0914 | 1.0447 |
121
+ | No log | 6.6667 | 140 | 0.9701 | 0.0772 | 0.9701 | 0.9849 |
122
+ | No log | 6.7619 | 142 | 0.7959 | 0.1646 | 0.7959 | 0.8921 |
123
+ | No log | 6.8571 | 144 | 0.8269 | 0.1660 | 0.8269 | 0.9093 |
124
+ | No log | 6.9524 | 146 | 0.9173 | -0.0148 | 0.9173 | 0.9577 |
125
+ | No log | 7.0476 | 148 | 1.0522 | 0.1007 | 1.0522 | 1.0258 |
126
+ | No log | 7.1429 | 150 | 0.9030 | 0.0547 | 0.9030 | 0.9503 |
127
+ | No log | 7.2381 | 152 | 0.8068 | 0.1277 | 0.8068 | 0.8982 |
128
+ | No log | 7.3333 | 154 | 0.8602 | 0.1339 | 0.8602 | 0.9275 |
129
+ | No log | 7.4286 | 156 | 0.9085 | 0.0007 | 0.9085 | 0.9532 |
130
+ | No log | 7.5238 | 158 | 0.7554 | 0.1327 | 0.7554 | 0.8692 |
131
+ | No log | 7.6190 | 160 | 0.7361 | 0.1333 | 0.7361 | 0.8580 |
132
+ | No log | 7.7143 | 162 | 0.7359 | 0.0791 | 0.7359 | 0.8578 |
133
+ | No log | 7.8095 | 164 | 0.7792 | 0.0898 | 0.7792 | 0.8827 |
134
+ | No log | 7.9048 | 166 | 0.8572 | 0.1352 | 0.8572 | 0.9259 |
135
+ | No log | 8.0 | 168 | 0.8732 | 0.1700 | 0.8732 | 0.9344 |
136
+ | No log | 8.0952 | 170 | 1.0071 | 0.1329 | 1.0071 | 1.0036 |
137
+ | No log | 8.1905 | 172 | 1.0313 | 0.1041 | 1.0313 | 1.0156 |
138
+ | No log | 8.2857 | 174 | 0.9025 | -0.0307 | 0.9025 | 0.9500 |
139
+ | No log | 8.3810 | 176 | 0.8967 | 0.0277 | 0.8967 | 0.9469 |
140
+ | No log | 8.4762 | 178 | 0.8913 | 0.0725 | 0.8913 | 0.9441 |
141
+ | No log | 8.5714 | 180 | 1.0022 | -0.0036 | 1.0022 | 1.0011 |
142
+ | No log | 8.6667 | 182 | 1.1016 | 0.0196 | 1.1016 | 1.0496 |
143
+ | No log | 8.7619 | 184 | 0.9122 | -0.0522 | 0.9122 | 0.9551 |
144
+ | No log | 8.8571 | 186 | 0.8465 | 0.0670 | 0.8465 | 0.9201 |
145
+ | No log | 8.9524 | 188 | 0.8440 | 0.0277 | 0.8440 | 0.9187 |
146
+ | No log | 9.0476 | 190 | 0.8426 | 0.1646 | 0.8426 | 0.9180 |
147
+ | No log | 9.1429 | 192 | 0.9789 | -0.0661 | 0.9789 | 0.9894 |
148
+ | No log | 9.2381 | 194 | 0.9569 | -0.0322 | 0.9569 | 0.9782 |
149
+ | No log | 9.3333 | 196 | 0.8081 | 0.1287 | 0.8081 | 0.8990 |
150
+ | No log | 9.4286 | 198 | 0.7859 | 0.0834 | 0.7859 | 0.8865 |
151
+ | No log | 9.5238 | 200 | 0.7735 | 0.1395 | 0.7735 | 0.8795 |
152
+ | No log | 9.6190 | 202 | 0.7935 | 0.0585 | 0.7935 | 0.8908 |
153
+ | No log | 9.7143 | 204 | 0.8050 | 0.0141 | 0.8050 | 0.8972 |
154
+ | No log | 9.8095 | 206 | 0.7708 | 0.0030 | 0.7708 | 0.8780 |
155
+ | No log | 9.9048 | 208 | 0.8105 | 0.0095 | 0.8105 | 0.9003 |
156
+ | No log | 10.0 | 210 | 0.9169 | -0.0425 | 0.9169 | 0.9576 |
157
+ | No log | 10.0952 | 212 | 0.8013 | 0.1095 | 0.8013 | 0.8951 |
158
+ | No log | 10.1905 | 214 | 0.8963 | 0.0747 | 0.8963 | 0.9467 |
159
+ | No log | 10.2857 | 216 | 0.9207 | 0.0125 | 0.9207 | 0.9595 |
160
+ | No log | 10.3810 | 218 | 0.8297 | 0.0159 | 0.8297 | 0.9109 |
161
+ | No log | 10.4762 | 220 | 0.7828 | 0.1240 | 0.7828 | 0.8847 |
162
+ | No log | 10.5714 | 222 | 0.7986 | 0.0226 | 0.7986 | 0.8937 |
163
+ | No log | 10.6667 | 224 | 0.7952 | 0.1630 | 0.7952 | 0.8917 |
164
+ | No log | 10.7619 | 226 | 0.8841 | -0.0470 | 0.8841 | 0.9403 |
165
+ | No log | 10.8571 | 228 | 0.9188 | 0.0728 | 0.9188 | 0.9585 |
166
+ | No log | 10.9524 | 230 | 0.8045 | 0.1259 | 0.8045 | 0.8969 |
167
+ | No log | 11.0476 | 232 | 0.7712 | 0.1282 | 0.7712 | 0.8782 |
168
+ | No log | 11.1429 | 234 | 0.7446 | 0.0357 | 0.7446 | 0.8629 |
169
+ | No log | 11.2381 | 236 | 0.7459 | -0.0086 | 0.7459 | 0.8637 |
170
+ | No log | 11.3333 | 238 | 0.8159 | -0.0440 | 0.8159 | 0.9033 |
171
+ | No log | 11.4286 | 240 | 0.7832 | 0.1687 | 0.7832 | 0.8850 |
172
+ | No log | 11.5238 | 242 | 0.7732 | 0.1189 | 0.7732 | 0.8793 |
173
+ | No log | 11.6190 | 244 | 0.7824 | 0.1674 | 0.7824 | 0.8846 |
174
+ | No log | 11.7143 | 246 | 0.8187 | 0.1941 | 0.8187 | 0.9048 |
175
+ | No log | 11.8095 | 248 | 0.9575 | 0.0799 | 0.9575 | 0.9785 |
176
+ | No log | 11.9048 | 250 | 0.8930 | 0.0783 | 0.8930 | 0.9450 |
177
+ | No log | 12.0 | 252 | 0.8440 | 0.1155 | 0.8440 | 0.9187 |
178
+ | No log | 12.0952 | 254 | 0.7630 | 0.0617 | 0.7630 | 0.8735 |
179
+ | No log | 12.1905 | 256 | 0.7537 | 0.1033 | 0.7537 | 0.8681 |
180
+ | No log | 12.2857 | 258 | 0.7436 | 0.0889 | 0.7436 | 0.8623 |
181
+ | No log | 12.3810 | 260 | 0.7730 | 0.1358 | 0.7730 | 0.8792 |
182
+ | No log | 12.4762 | 262 | 0.8504 | 0.1405 | 0.8504 | 0.9222 |
183
+ | No log | 12.5714 | 264 | 0.8504 | 0.1398 | 0.8504 | 0.9222 |
184
+ | No log | 12.6667 | 266 | 0.8503 | 0.1078 | 0.8503 | 0.9221 |
185
+ | No log | 12.7619 | 268 | 0.7981 | -0.0166 | 0.7981 | 0.8933 |
186
+ | No log | 12.8571 | 270 | 0.7148 | 0.1311 | 0.7148 | 0.8455 |
187
+ | No log | 12.9524 | 272 | 0.7284 | 0.1148 | 0.7284 | 0.8534 |
188
+ | No log | 13.0476 | 274 | 0.7018 | 0.1828 | 0.7018 | 0.8377 |
189
+ | No log | 13.1429 | 276 | 0.7485 | 0.0663 | 0.7485 | 0.8651 |
190
+ | No log | 13.2381 | 278 | 0.8105 | 0.0710 | 0.8105 | 0.9003 |
191
+ | No log | 13.3333 | 280 | 0.7340 | 0.1080 | 0.7340 | 0.8568 |
192
+ | No log | 13.4286 | 282 | 0.7132 | 0.0513 | 0.7132 | 0.8445 |
193
+ | No log | 13.5238 | 284 | 0.7085 | 0.1379 | 0.7085 | 0.8417 |
194
+ | No log | 13.6190 | 286 | 0.7132 | 0.1379 | 0.7132 | 0.8445 |
195
+ | No log | 13.7143 | 288 | 0.7048 | -0.0032 | 0.7048 | 0.8395 |
196
+ | No log | 13.8095 | 290 | 0.7940 | 0.0756 | 0.7940 | 0.8911 |
197
+ | No log | 13.9048 | 292 | 0.7726 | 0.0310 | 0.7726 | 0.8790 |
198
+ | No log | 14.0 | 294 | 0.7097 | 0.0524 | 0.7097 | 0.8424 |
199
+ | No log | 14.0952 | 296 | 0.6972 | 0.0964 | 0.6972 | 0.8350 |
200
+ | No log | 14.1905 | 298 | 0.7093 | 0.0964 | 0.7093 | 0.8422 |
201
+ | No log | 14.2857 | 300 | 0.7487 | 0.0061 | 0.7487 | 0.8653 |
202
+ | No log | 14.3810 | 302 | 0.7562 | -0.0449 | 0.7562 | 0.8696 |
203
+ | No log | 14.4762 | 304 | 0.7364 | -0.0062 | 0.7364 | 0.8581 |
204
+ | No log | 14.5714 | 306 | 0.7382 | 0.0914 | 0.7382 | 0.8592 |
205
+ | No log | 14.6667 | 308 | 0.7496 | 0.2258 | 0.7496 | 0.8658 |
206
+ | No log | 14.7619 | 310 | 0.7558 | -0.0513 | 0.7558 | 0.8694 |
207
+ | No log | 14.8571 | 312 | 0.7839 | -0.0717 | 0.7839 | 0.8854 |
208
+ | No log | 14.9524 | 314 | 0.7646 | -0.0967 | 0.7646 | 0.8744 |
209
+ | No log | 15.0476 | 316 | 0.7613 | 0.1740 | 0.7613 | 0.8725 |
210
+ | No log | 15.1429 | 318 | 0.7905 | 0.0532 | 0.7905 | 0.8891 |
211
+ | No log | 15.2381 | 320 | 0.8694 | 0.0319 | 0.8694 | 0.9324 |
212
+ | No log | 15.3333 | 322 | 0.8184 | 0.0985 | 0.8184 | 0.9046 |
213
+ | No log | 15.4286 | 324 | 0.7888 | 0.1232 | 0.7888 | 0.8881 |
214
+ | No log | 15.5238 | 326 | 0.7809 | 0.0110 | 0.7809 | 0.8837 |
215
+ | No log | 15.6190 | 328 | 0.8215 | 0.0179 | 0.8215 | 0.9064 |
216
+ | No log | 15.7143 | 330 | 0.8393 | 0.0200 | 0.8393 | 0.9161 |
217
+ | No log | 15.8095 | 332 | 0.8726 | 0.0007 | 0.8726 | 0.9342 |
218
+ | No log | 15.9048 | 334 | 0.8138 | 0.0947 | 0.8138 | 0.9021 |
219
+ | No log | 16.0 | 336 | 0.7901 | -0.0163 | 0.7901 | 0.8889 |
220
+ | No log | 16.0952 | 338 | 0.7608 | 0.0863 | 0.7608 | 0.8722 |
221
+ | No log | 16.1905 | 340 | 0.7490 | -0.1018 | 0.7490 | 0.8654 |
222
+ | No log | 16.2857 | 342 | 0.7296 | -0.1067 | 0.7296 | 0.8542 |
223
+ | No log | 16.3810 | 344 | 0.6939 | 0.0460 | 0.6939 | 0.8330 |
224
+ | No log | 16.4762 | 346 | 0.7108 | 0.1318 | 0.7108 | 0.8431 |
225
+ | No log | 16.5714 | 348 | 0.7024 | 0.1379 | 0.7024 | 0.8381 |
226
+ | No log | 16.6667 | 350 | 0.7183 | -0.0591 | 0.7183 | 0.8475 |
227
+ | No log | 16.7619 | 352 | 0.8654 | 0.0406 | 0.8654 | 0.9303 |
228
+ | No log | 16.8571 | 354 | 0.8880 | -0.0616 | 0.8880 | 0.9423 |
229
+ | No log | 16.9524 | 356 | 0.8094 | -0.0566 | 0.8094 | 0.8997 |
230
+ | No log | 17.0476 | 358 | 0.7899 | 0.1047 | 0.7899 | 0.8887 |
231
+ | No log | 17.1429 | 360 | 0.8498 | 0.1243 | 0.8498 | 0.9218 |
232
+ | No log | 17.2381 | 362 | 0.7622 | 0.1202 | 0.7622 | 0.8731 |
233
+ | No log | 17.3333 | 364 | 0.7935 | -0.0620 | 0.7935 | 0.8908 |
234
+ | No log | 17.4286 | 366 | 0.8669 | 0.0433 | 0.8669 | 0.9311 |
235
+ | No log | 17.5238 | 368 | 0.8004 | -0.0173 | 0.8004 | 0.8947 |
236
+ | No log | 17.6190 | 370 | 0.7419 | 0.1740 | 0.7419 | 0.8614 |
237
+ | No log | 17.7143 | 372 | 0.7739 | 0.1565 | 0.7739 | 0.8797 |
238
+ | No log | 17.8095 | 374 | 0.7417 | 0.1740 | 0.7417 | 0.8612 |
239
+ | No log | 17.9048 | 376 | 0.7697 | -0.0314 | 0.7697 | 0.8773 |
240
+ | No log | 18.0 | 378 | 0.8588 | 0.0433 | 0.8588 | 0.9267 |
241
+ | No log | 18.0952 | 380 | 0.7939 | -0.0606 | 0.7939 | 0.8910 |
242
+ | No log | 18.1905 | 382 | 0.7194 | 0.0869 | 0.7194 | 0.8482 |
243
+ | No log | 18.2857 | 384 | 0.7050 | 0.1318 | 0.7050 | 0.8396 |
244
+ | No log | 18.3810 | 386 | 0.6870 | 0.1379 | 0.6870 | 0.8288 |
245
+ | No log | 18.4762 | 388 | 0.6716 | 0.0964 | 0.6716 | 0.8195 |
246
+ | No log | 18.5714 | 390 | 0.6687 | 0.0506 | 0.6687 | 0.8177 |
247
+ | No log | 18.6667 | 392 | 0.6671 | 0.0964 | 0.6671 | 0.8168 |
248
+ | No log | 18.7619 | 394 | 0.6736 | 0.0964 | 0.6736 | 0.8207 |
249
+ | No log | 18.8571 | 396 | 0.6807 | 0.0460 | 0.6807 | 0.8250 |
250
+ | No log | 18.9524 | 398 | 0.7021 | 0.0964 | 0.7021 | 0.8379 |
251
+ | No log | 19.0476 | 400 | 0.7438 | 0.1387 | 0.7438 | 0.8624 |
252
+ | No log | 19.1429 | 402 | 0.8299 | 0.0628 | 0.8299 | 0.9110 |
253
+ | No log | 19.2381 | 404 | 0.8528 | 0.1304 | 0.8528 | 0.9235 |
254
+ | No log | 19.3333 | 406 | 0.8496 | 0.0149 | 0.8496 | 0.9218 |
255
+ | No log | 19.4286 | 408 | 0.8519 | 0.0509 | 0.8519 | 0.9230 |
256
+ | No log | 19.5238 | 410 | 0.8354 | 0.0944 | 0.8354 | 0.9140 |
257
+ | No log | 19.6190 | 412 | 0.9122 | -0.0261 | 0.9122 | 0.9551 |
258
+ | No log | 19.7143 | 414 | 0.8675 | -0.1027 | 0.8675 | 0.9314 |
259
+ | No log | 19.8095 | 416 | 0.7614 | 0.0863 | 0.7614 | 0.8726 |
260
+ | No log | 19.9048 | 418 | 0.8102 | -0.0033 | 0.8102 | 0.9001 |
261
+ | No log | 20.0 | 420 | 0.7937 | 0.0953 | 0.7937 | 0.8909 |
262
+ | No log | 20.0952 | 422 | 0.7538 | 0.0857 | 0.7538 | 0.8682 |
263
+ | No log | 20.1905 | 424 | 0.7743 | -0.0449 | 0.7743 | 0.8799 |
264
+ | No log | 20.2857 | 426 | 0.8055 | -0.1331 | 0.8055 | 0.8975 |
265
+ | No log | 20.3810 | 428 | 0.7972 | 0.0814 | 0.7972 | 0.8928 |
266
+ | No log | 20.4762 | 430 | 0.9152 | 0.0913 | 0.9152 | 0.9567 |
267
+ | No log | 20.5714 | 432 | 0.9014 | 0.0913 | 0.9014 | 0.9494 |
268
+ | No log | 20.6667 | 434 | 0.8588 | -0.1205 | 0.8588 | 0.9267 |
269
+ | No log | 20.7619 | 436 | 1.0155 | -0.0721 | 1.0155 | 1.0077 |
270
+ | No log | 20.8571 | 438 | 0.9717 | -0.0464 | 0.9717 | 0.9858 |
271
+ | No log | 20.9524 | 440 | 0.8055 | -0.1538 | 0.8055 | 0.8975 |
272
+ | No log | 21.0476 | 442 | 0.7412 | 0.1758 | 0.7412 | 0.8609 |
273
+ | No log | 21.1429 | 444 | 0.8272 | 0.0953 | 0.8272 | 0.9095 |
274
+ | No log | 21.2381 | 446 | 0.8218 | 0.0953 | 0.8218 | 0.9065 |
275
+ | No log | 21.3333 | 448 | 0.7397 | 0.1758 | 0.7397 | 0.8600 |
276
+ | No log | 21.4286 | 450 | 0.7714 | -0.0366 | 0.7714 | 0.8783 |
277
+ | No log | 21.5238 | 452 | 0.8458 | -0.0761 | 0.8458 | 0.9197 |
278
+ | No log | 21.6190 | 454 | 0.8297 | -0.0039 | 0.8297 | 0.9109 |
279
+ | No log | 21.7143 | 456 | 0.7437 | 0.0428 | 0.7437 | 0.8624 |
280
+ | No log | 21.8095 | 458 | 0.7456 | 0.0357 | 0.7456 | 0.8635 |
281
+ | No log | 21.9048 | 460 | 0.7496 | 0.0444 | 0.7496 | 0.8658 |
282
+ | No log | 22.0 | 462 | 0.7565 | 0.0460 | 0.7565 | 0.8698 |
283
+ | No log | 22.0952 | 464 | 0.7292 | 0.0869 | 0.7292 | 0.8540 |
284
+ | No log | 22.1905 | 466 | 0.7111 | 0.1311 | 0.7111 | 0.8433 |
285
+ | No log | 22.2857 | 468 | 0.6974 | 0.1379 | 0.6974 | 0.8351 |
286
+ | No log | 22.3810 | 470 | 0.6881 | 0.1318 | 0.6881 | 0.8295 |
287
+ | No log | 22.4762 | 472 | 0.6849 | 0.1379 | 0.6849 | 0.8276 |
288
+ | No log | 22.5714 | 474 | 0.6885 | 0.0964 | 0.6885 | 0.8297 |
289
+ | No log | 22.6667 | 476 | 0.6849 | 0.1444 | 0.6849 | 0.8276 |
290
+ | No log | 22.7619 | 478 | 0.6807 | 0.1444 | 0.6807 | 0.8250 |
291
+ | No log | 22.8571 | 480 | 0.6808 | 0.1444 | 0.6808 | 0.8251 |
292
+ | No log | 22.9524 | 482 | 0.6844 | 0.1444 | 0.6844 | 0.8273 |
293
+ | No log | 23.0476 | 484 | 0.7044 | 0.1318 | 0.7044 | 0.8393 |
294
+ | No log | 23.1429 | 486 | 0.7304 | 0.1318 | 0.7304 | 0.8546 |
295
+ | No log | 23.2381 | 488 | 0.7225 | 0.1318 | 0.7225 | 0.8500 |
296
+ | No log | 23.3333 | 490 | 0.7025 | 0.1379 | 0.7025 | 0.8382 |
297
+ | No log | 23.4286 | 492 | 0.7213 | -0.1074 | 0.7213 | 0.8493 |
298
+ | No log | 23.5238 | 494 | 0.7610 | -0.1399 | 0.7610 | 0.8724 |
299
+ | No log | 23.6190 | 496 | 0.7275 | -0.1074 | 0.7275 | 0.8530 |
300
+ | No log | 23.7143 | 498 | 0.7030 | 0.1379 | 0.7030 | 0.8385 |
301
+ | 0.2557 | 23.8095 | 500 | 0.7493 | 0.1565 | 0.7493 | 0.8656 |
302
+ | 0.2557 | 23.9048 | 502 | 0.7483 | 0.1565 | 0.7483 | 0.8651 |
303
+ | 0.2557 | 24.0 | 504 | 0.7154 | 0.1318 | 0.7154 | 0.8458 |
304
+ | 0.2557 | 24.0952 | 506 | 0.7621 | -0.0427 | 0.7621 | 0.8730 |
305
+ | 0.2557 | 24.1905 | 508 | 0.8700 | -0.0363 | 0.8700 | 0.9327 |
306
+ | 0.2557 | 24.2857 | 510 | 0.9191 | -0.0204 | 0.9191 | 0.9587 |
307
 
308
 
309
  ### Framework versions