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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k15_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9421
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- - Qwk: 0.2142
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- - Mse: 0.9421
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- - Rmse: 0.9706
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  ## Model description
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@@ -49,302 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0556 | 2 | 2.6546 | -0.0593 | 2.6546 | 1.6293 |
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- | No log | 0.1111 | 4 | 1.2753 | 0.0997 | 1.2753 | 1.1293 |
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- | No log | 0.1667 | 6 | 0.9133 | 0.0535 | 0.9133 | 0.9556 |
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- | No log | 0.2222 | 8 | 0.8322 | 0.0771 | 0.8322 | 0.9123 |
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- | No log | 0.2778 | 10 | 0.7834 | 0.0410 | 0.7834 | 0.8851 |
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- | No log | 0.3333 | 12 | 0.8037 | 0.1321 | 0.8037 | 0.8965 |
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- | No log | 0.3889 | 14 | 0.7549 | 0.1184 | 0.7549 | 0.8688 |
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- | No log | 0.4444 | 16 | 0.7330 | 0.1184 | 0.7330 | 0.8562 |
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- | No log | 0.5 | 18 | 0.7192 | 0.0804 | 0.7192 | 0.8480 |
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- | No log | 0.5556 | 20 | 0.7348 | 0.1786 | 0.7348 | 0.8572 |
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- | No log | 0.6111 | 22 | 0.7275 | 0.1786 | 0.7275 | 0.8529 |
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- | No log | 0.6667 | 24 | 0.7219 | 0.0937 | 0.7219 | 0.8497 |
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- | No log | 0.7222 | 26 | 0.7166 | 0.0428 | 0.7166 | 0.8465 |
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- | No log | 0.7778 | 28 | 0.7286 | 0.0295 | 0.7286 | 0.8536 |
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- | No log | 0.8333 | 30 | 0.7940 | 0.1142 | 0.7940 | 0.8911 |
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- | No log | 0.8889 | 32 | 0.8344 | -0.0269 | 0.8344 | 0.9135 |
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- | No log | 0.9444 | 34 | 0.8587 | -0.0269 | 0.8587 | 0.9267 |
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- | No log | 1.0 | 36 | 0.8241 | 0.0129 | 0.8241 | 0.9078 |
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- | No log | 1.0556 | 38 | 0.7394 | 0.0393 | 0.7394 | 0.8599 |
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- | No log | 1.1111 | 40 | 0.7009 | 0.1327 | 0.7009 | 0.8372 |
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- | No log | 1.1667 | 42 | 0.7203 | 0.0846 | 0.7203 | 0.8487 |
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- | No log | 1.2222 | 44 | 0.7328 | 0.0376 | 0.7328 | 0.8560 |
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- | No log | 1.2778 | 46 | 0.7769 | 0.1400 | 0.7769 | 0.8814 |
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- | No log | 1.3333 | 48 | 0.7690 | 0.1400 | 0.7690 | 0.8769 |
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- | No log | 1.3889 | 50 | 0.7785 | 0.2751 | 0.7785 | 0.8823 |
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- | No log | 1.4444 | 52 | 0.7155 | 0.2413 | 0.7155 | 0.8459 |
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- | No log | 1.5 | 54 | 0.9690 | 0.2643 | 0.9690 | 0.9844 |
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- | No log | 1.5556 | 56 | 0.9173 | 0.2697 | 0.9173 | 0.9577 |
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- | No log | 1.6111 | 58 | 0.6743 | 0.3408 | 0.6743 | 0.8212 |
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- | No log | 1.6667 | 60 | 0.7050 | 0.3665 | 0.7050 | 0.8396 |
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- | No log | 1.7222 | 62 | 0.8149 | 0.3305 | 0.8149 | 0.9027 |
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- | No log | 1.7778 | 64 | 1.0671 | 0.2999 | 1.0671 | 1.0330 |
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- | No log | 1.8333 | 66 | 1.1267 | 0.1935 | 1.1267 | 1.0614 |
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- | No log | 1.8889 | 68 | 1.2371 | 0.1002 | 1.2371 | 1.1123 |
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- | No log | 1.9444 | 70 | 1.4000 | 0.1401 | 1.4000 | 1.1832 |
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- | No log | 2.0 | 72 | 1.0699 | 0.2554 | 1.0699 | 1.0344 |
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- | No log | 2.0556 | 74 | 0.8151 | 0.2953 | 0.8151 | 0.9028 |
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- | No log | 2.1111 | 76 | 0.7686 | 0.3031 | 0.7686 | 0.8767 |
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- | No log | 2.1667 | 78 | 0.7795 | 0.3408 | 0.7795 | 0.8829 |
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- | No log | 2.2222 | 80 | 1.0362 | 0.2643 | 1.0362 | 1.0180 |
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- | No log | 2.2778 | 82 | 1.2021 | 0.1109 | 1.2021 | 1.0964 |
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- | No log | 2.3333 | 84 | 1.3732 | -0.0991 | 1.3732 | 1.1719 |
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- | No log | 2.3889 | 86 | 1.3007 | -0.0257 | 1.3007 | 1.1405 |
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- | No log | 2.4444 | 88 | 0.9696 | 0.1766 | 0.9696 | 0.9847 |
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- | No log | 2.5 | 90 | 0.7767 | 0.0930 | 0.7767 | 0.8813 |
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- | No log | 2.5556 | 92 | 0.7665 | 0.2116 | 0.7665 | 0.8755 |
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- | No log | 2.6111 | 94 | 0.6899 | 0.2327 | 0.6899 | 0.8306 |
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- | No log | 2.6667 | 96 | 0.7055 | 0.3155 | 0.7055 | 0.8400 |
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- | No log | 2.7222 | 98 | 0.8247 | 0.3371 | 0.8247 | 0.9082 |
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- | No log | 2.7778 | 100 | 0.8312 | 0.3371 | 0.8312 | 0.9117 |
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- | No log | 2.8333 | 102 | 0.7184 | 0.4165 | 0.7184 | 0.8476 |
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- | No log | 2.8889 | 104 | 0.6760 | 0.3581 | 0.6760 | 0.8222 |
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- | No log | 2.9444 | 106 | 0.6782 | 0.3556 | 0.6782 | 0.8235 |
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- | No log | 3.0 | 108 | 0.8701 | 0.3623 | 0.8701 | 0.9328 |
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- | No log | 3.0556 | 110 | 1.1766 | 0.2115 | 1.1766 | 1.0847 |
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- | No log | 3.1111 | 112 | 1.0801 | 0.2682 | 1.0801 | 1.0393 |
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- | No log | 3.1667 | 114 | 0.7772 | 0.3630 | 0.7772 | 0.8816 |
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- | No log | 3.2222 | 116 | 0.7059 | 0.2994 | 0.7059 | 0.8402 |
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- | No log | 3.2778 | 118 | 0.7861 | 0.3505 | 0.7861 | 0.8866 |
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- | No log | 3.3333 | 120 | 0.7452 | 0.3316 | 0.7452 | 0.8633 |
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- | No log | 3.3889 | 122 | 0.6979 | 0.2684 | 0.6979 | 0.8354 |
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- | No log | 3.4444 | 124 | 0.7901 | 0.3564 | 0.7901 | 0.8889 |
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- | No log | 3.5 | 126 | 0.8911 | 0.3938 | 0.8911 | 0.9440 |
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- | No log | 3.5556 | 128 | 0.9006 | 0.3938 | 0.9006 | 0.9490 |
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- | No log | 3.6111 | 130 | 0.7964 | 0.3630 | 0.7964 | 0.8924 |
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- | No log | 3.6667 | 132 | 0.7308 | 0.3060 | 0.7308 | 0.8549 |
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- | No log | 3.7222 | 134 | 0.7263 | 0.3116 | 0.7263 | 0.8522 |
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- | No log | 3.7778 | 136 | 0.7919 | 0.2812 | 0.7919 | 0.8899 |
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- | No log | 3.8333 | 138 | 0.9654 | 0.3439 | 0.9654 | 0.9826 |
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- | No log | 3.8889 | 140 | 1.0089 | 0.2948 | 1.0089 | 1.0044 |
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- | No log | 3.9444 | 142 | 0.8781 | 0.3008 | 0.8781 | 0.9371 |
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- | No log | 4.0 | 144 | 0.7780 | 0.2784 | 0.7780 | 0.8821 |
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- | No log | 4.0556 | 146 | 0.7882 | 0.2784 | 0.7882 | 0.8878 |
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- | No log | 4.1111 | 148 | 0.9037 | 0.2726 | 0.9037 | 0.9506 |
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- | No log | 4.1667 | 150 | 1.0446 | 0.3029 | 1.0446 | 1.0221 |
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- | No log | 4.2222 | 152 | 1.0160 | 0.2806 | 1.0160 | 1.0080 |
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- | No log | 4.2778 | 154 | 0.8930 | 0.2297 | 0.8930 | 0.9450 |
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- | No log | 4.3333 | 156 | 0.8393 | 0.2109 | 0.8393 | 0.9161 |
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- | No log | 4.3889 | 158 | 0.8415 | 0.3504 | 0.8415 | 0.9174 |
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- | No log | 4.4444 | 160 | 0.8754 | 0.2808 | 0.8754 | 0.9356 |
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- | No log | 4.5 | 162 | 0.9575 | 0.2626 | 0.9575 | 0.9785 |
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- | No log | 4.5556 | 164 | 1.0390 | 0.3082 | 1.0390 | 1.0193 |
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- | No log | 4.6111 | 166 | 0.9984 | 0.3082 | 0.9984 | 0.9992 |
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- | No log | 4.6667 | 168 | 0.9033 | 0.2923 | 0.9033 | 0.9504 |
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- | No log | 4.7222 | 170 | 0.7896 | 0.2815 | 0.7896 | 0.8886 |
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- | No log | 4.7778 | 172 | 0.7980 | 0.3243 | 0.7980 | 0.8933 |
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- | No log | 4.8333 | 174 | 0.7847 | 0.2916 | 0.7847 | 0.8858 |
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- | No log | 4.8889 | 176 | 0.7937 | 0.2319 | 0.7937 | 0.8909 |
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- | No log | 4.9444 | 178 | 0.8449 | 0.2063 | 0.8449 | 0.9192 |
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- | No log | 5.0 | 180 | 0.8981 | 0.1867 | 0.8981 | 0.9477 |
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- | No log | 5.0556 | 182 | 0.9089 | 0.1867 | 0.9089 | 0.9534 |
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- | No log | 5.1111 | 184 | 0.8617 | 0.1718 | 0.8617 | 0.9283 |
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- | No log | 5.1667 | 186 | 0.8315 | 0.1866 | 0.8315 | 0.9118 |
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- | No log | 5.2222 | 188 | 0.9007 | 0.2142 | 0.9007 | 0.9491 |
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- | No log | 5.2778 | 190 | 0.9414 | 0.2358 | 0.9414 | 0.9703 |
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- | No log | 5.3333 | 192 | 1.0604 | 0.2119 | 1.0604 | 1.0298 |
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- | No log | 5.3889 | 194 | 1.0560 | 0.2119 | 1.0560 | 1.0276 |
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- | No log | 5.4444 | 196 | 0.9433 | 0.2358 | 0.9433 | 0.9712 |
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- | No log | 5.5 | 198 | 0.8834 | 0.2244 | 0.8834 | 0.9399 |
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- | No log | 5.5556 | 200 | 0.9139 | 0.2142 | 0.9139 | 0.9560 |
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- | No log | 5.6111 | 202 | 1.0765 | 0.2810 | 1.0765 | 1.0376 |
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- | No log | 5.6667 | 204 | 1.2505 | 0.2084 | 1.2505 | 1.1183 |
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- | No log | 5.7222 | 206 | 1.3327 | 0.1458 | 1.3327 | 1.1544 |
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- | No log | 5.7778 | 208 | 1.2173 | 0.2392 | 1.2173 | 1.1033 |
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- | No log | 5.8333 | 210 | 1.1305 | 0.2075 | 1.1305 | 1.0632 |
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- | No log | 5.8889 | 212 | 1.0223 | 0.2460 | 1.0223 | 1.0111 |
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- | No log | 5.9444 | 214 | 0.9795 | 0.2810 | 0.9795 | 0.9897 |
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- | No log | 6.0 | 216 | 0.9587 | 0.2810 | 0.9587 | 0.9791 |
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- | No log | 6.0556 | 218 | 1.0160 | 0.2460 | 1.0160 | 1.0080 |
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- | No log | 6.1111 | 220 | 1.1107 | 0.2833 | 1.1107 | 1.0539 |
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- | No log | 6.1667 | 222 | 1.0751 | 0.2833 | 1.0751 | 1.0369 |
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- | No log | 6.2222 | 224 | 0.9714 | 0.3347 | 0.9714 | 0.9856 |
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- | No log | 6.2778 | 226 | 0.9409 | 0.2810 | 0.9409 | 0.9700 |
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- | No log | 6.3333 | 228 | 0.9419 | 0.2670 | 0.9419 | 0.9705 |
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- | No log | 6.3889 | 230 | 0.9301 | 0.1962 | 0.9301 | 0.9644 |
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- | No log | 6.4444 | 232 | 1.0135 | 0.2142 | 1.0135 | 1.0067 |
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- | No log | 6.5 | 234 | 1.2194 | 0.1428 | 1.2194 | 1.1043 |
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- | No log | 6.5556 | 236 | 1.4698 | 0.0969 | 1.4698 | 1.2123 |
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- | No log | 6.6111 | 238 | 1.4532 | 0.0993 | 1.4532 | 1.2055 |
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- | No log | 6.6667 | 240 | 1.2133 | 0.1535 | 1.2133 | 1.1015 |
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- | No log | 6.7222 | 242 | 0.9763 | 0.2142 | 0.9763 | 0.9881 |
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- | No log | 6.7778 | 244 | 0.9462 | 0.2193 | 0.9462 | 0.9727 |
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- | No log | 6.8333 | 246 | 1.0575 | 0.1869 | 1.0575 | 1.0283 |
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- | No log | 6.8889 | 248 | 1.1696 | 0.1909 | 1.1696 | 1.0815 |
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- | No log | 6.9444 | 250 | 1.1722 | 0.2412 | 1.1722 | 1.0827 |
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- | No log | 7.0 | 252 | 1.2360 | 0.1427 | 1.2360 | 1.1118 |
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- | No log | 7.0556 | 254 | 1.1427 | 0.2482 | 1.1427 | 1.0690 |
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- | No log | 7.1111 | 256 | 0.9511 | 0.2029 | 0.9511 | 0.9752 |
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- | No log | 7.1667 | 258 | 0.7764 | 0.2027 | 0.7764 | 0.8812 |
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- | No log | 7.2222 | 260 | 0.7367 | 0.1922 | 0.7367 | 0.8583 |
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- | No log | 7.2778 | 262 | 0.7652 | 0.2085 | 0.7652 | 0.8748 |
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- | No log | 7.3333 | 264 | 0.9347 | 0.1962 | 0.9347 | 0.9668 |
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- | No log | 7.3889 | 266 | 1.1855 | 0.2501 | 1.1855 | 1.0888 |
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- | No log | 7.4444 | 268 | 1.2475 | 0.1638 | 1.2475 | 1.1169 |
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- | No log | 7.5 | 270 | 1.1362 | 0.3337 | 1.1362 | 1.0659 |
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- | No log | 7.5556 | 272 | 0.9768 | 0.2193 | 0.9768 | 0.9883 |
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- | No log | 7.6111 | 274 | 0.9424 | 0.2193 | 0.9424 | 0.9708 |
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- | No log | 7.6667 | 276 | 0.9901 | 0.2142 | 0.9901 | 0.9950 |
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- | No log | 7.7222 | 278 | 0.9731 | 0.2726 | 0.9731 | 0.9864 |
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- | No log | 7.7778 | 280 | 0.9958 | 0.3473 | 0.9958 | 0.9979 |
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- | No log | 7.8333 | 282 | 1.0205 | 0.3516 | 1.0205 | 1.0102 |
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- | No log | 7.8889 | 284 | 0.9906 | 0.3287 | 0.9906 | 0.9953 |
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- | No log | 7.9444 | 286 | 0.9651 | 0.2670 | 0.9651 | 0.9824 |
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- | No log | 8.0 | 288 | 0.9302 | 0.2574 | 0.9302 | 0.9644 |
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- | No log | 8.0556 | 290 | 0.9631 | 0.2574 | 0.9631 | 0.9814 |
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- | No log | 8.1111 | 292 | 1.0314 | 0.1651 | 1.0314 | 1.0156 |
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- | No log | 8.1667 | 294 | 1.2062 | 0.2324 | 1.2062 | 1.0983 |
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- | No log | 8.2222 | 296 | 1.3715 | 0.0992 | 1.3715 | 1.1711 |
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- | No log | 8.2778 | 298 | 1.3692 | 0.1041 | 1.3692 | 1.1701 |
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- | No log | 8.3333 | 300 | 1.1533 | 0.2324 | 1.1533 | 1.0739 |
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- | No log | 8.3889 | 302 | 0.9137 | 0.2244 | 0.9137 | 0.9559 |
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- | No log | 8.4444 | 304 | 0.7914 | 0.2652 | 0.7914 | 0.8896 |
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- | No log | 8.5 | 306 | 0.7674 | 0.2471 | 0.7674 | 0.8760 |
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- | No log | 8.5556 | 308 | 0.7855 | 0.2652 | 0.7855 | 0.8863 |
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- | No log | 8.6111 | 310 | 0.8061 | 0.2817 | 0.8061 | 0.8978 |
207
- | No log | 8.6667 | 312 | 0.9109 | 0.2632 | 0.9109 | 0.9544 |
208
- | No log | 8.7222 | 314 | 1.0052 | 0.1348 | 1.0052 | 1.0026 |
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- | No log | 8.7778 | 316 | 1.0422 | 0.1348 | 1.0422 | 1.0209 |
210
- | No log | 8.8333 | 318 | 1.0638 | 0.1535 | 1.0638 | 1.0314 |
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- | No log | 8.8889 | 320 | 1.1402 | 0.2589 | 1.1402 | 1.0678 |
212
- | No log | 8.9444 | 322 | 1.0583 | 0.2412 | 1.0583 | 1.0287 |
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- | No log | 9.0 | 324 | 1.0260 | 0.1147 | 1.0260 | 1.0129 |
214
- | No log | 9.0556 | 326 | 1.0482 | 0.1178 | 1.0482 | 1.0238 |
215
- | No log | 9.1111 | 328 | 1.0507 | 0.1277 | 1.0507 | 1.0251 |
216
- | No log | 9.1667 | 330 | 0.9564 | 0.2193 | 0.9564 | 0.9779 |
217
- | No log | 9.2222 | 332 | 1.0069 | 0.2193 | 1.0069 | 1.0034 |
218
- | No log | 9.2778 | 334 | 0.9754 | 0.2244 | 0.9754 | 0.9876 |
219
- | No log | 9.3333 | 336 | 0.9653 | 0.2244 | 0.9653 | 0.9825 |
220
- | No log | 9.3889 | 338 | 0.9550 | 0.2632 | 0.9550 | 0.9772 |
221
- | No log | 9.4444 | 340 | 0.9267 | 0.2632 | 0.9267 | 0.9627 |
222
- | No log | 9.5 | 342 | 0.9638 | 0.2244 | 0.9638 | 0.9817 |
223
- | No log | 9.5556 | 344 | 1.0600 | 0.1243 | 1.0600 | 1.0296 |
224
- | No log | 9.6111 | 346 | 1.1122 | 0.1428 | 1.1122 | 1.0546 |
225
- | No log | 9.6667 | 348 | 1.0652 | 0.1573 | 1.0652 | 1.0321 |
226
- | No log | 9.7222 | 350 | 1.1433 | 0.1428 | 1.1433 | 1.0693 |
227
- | No log | 9.7778 | 352 | 1.1895 | 0.1394 | 1.1895 | 1.0907 |
228
- | No log | 9.8333 | 354 | 1.2146 | 0.1262 | 1.2146 | 1.1021 |
229
- | No log | 9.8889 | 356 | 1.1250 | 0.1428 | 1.1250 | 1.0607 |
230
- | No log | 9.9444 | 358 | 0.9058 | 0.2843 | 0.9058 | 0.9517 |
231
- | No log | 10.0 | 360 | 0.7739 | 0.3312 | 0.7739 | 0.8797 |
232
- | No log | 10.0556 | 362 | 0.7425 | 0.2787 | 0.7425 | 0.8617 |
233
- | No log | 10.1111 | 364 | 0.7543 | 0.3092 | 0.7543 | 0.8685 |
234
- | No log | 10.1667 | 366 | 0.8357 | 0.2632 | 0.8357 | 0.9141 |
235
- | No log | 10.2222 | 368 | 1.0053 | 0.2460 | 1.0053 | 1.0027 |
236
- | No log | 10.2778 | 370 | 1.0861 | 0.2119 | 1.0861 | 1.0422 |
237
- | No log | 10.3333 | 372 | 0.9997 | 0.1955 | 0.9997 | 0.9999 |
238
- | No log | 10.3889 | 374 | 0.9571 | 0.1416 | 0.9571 | 0.9783 |
239
- | No log | 10.4444 | 376 | 0.9877 | 0.1379 | 0.9877 | 0.9938 |
240
- | No log | 10.5 | 378 | 1.0900 | 0.1445 | 1.0900 | 1.0440 |
241
- | No log | 10.5556 | 380 | 1.0997 | 0.2175 | 1.0997 | 1.0487 |
242
- | No log | 10.6111 | 382 | 1.0478 | 0.1565 | 1.0478 | 1.0236 |
243
- | No log | 10.6667 | 384 | 0.9071 | 0.2574 | 0.9071 | 0.9524 |
244
- | No log | 10.7222 | 386 | 0.8261 | 0.2754 | 0.8261 | 0.9089 |
245
- | No log | 10.7778 | 388 | 0.8130 | 0.2883 | 0.8130 | 0.9017 |
246
- | No log | 10.8333 | 390 | 0.8004 | 0.2652 | 0.8004 | 0.8947 |
247
- | No log | 10.8889 | 392 | 0.8215 | 0.3167 | 0.8215 | 0.9064 |
248
- | No log | 10.9444 | 394 | 0.8592 | 0.2574 | 0.8592 | 0.9270 |
249
- | No log | 11.0 | 396 | 0.9394 | 0.2410 | 0.9394 | 0.9692 |
250
- | No log | 11.0556 | 398 | 0.9935 | 0.2728 | 0.9935 | 0.9968 |
251
- | No log | 11.1111 | 400 | 1.0336 | 0.2389 | 1.0336 | 1.0166 |
252
- | No log | 11.1667 | 402 | 0.9504 | 0.2670 | 0.9504 | 0.9749 |
253
- | No log | 11.2222 | 404 | 0.8110 | 0.2950 | 0.8110 | 0.9006 |
254
- | No log | 11.2778 | 406 | 0.7583 | 0.2787 | 0.7583 | 0.8708 |
255
- | No log | 11.3333 | 408 | 0.7581 | 0.3092 | 0.7581 | 0.8707 |
256
- | No log | 11.3889 | 410 | 0.8312 | 0.2467 | 0.8312 | 0.9117 |
257
- | No log | 11.4444 | 412 | 0.9724 | 0.2308 | 0.9724 | 0.9861 |
258
- | No log | 11.5 | 414 | 1.1835 | 0.2166 | 1.1835 | 1.0879 |
259
- | No log | 11.5556 | 416 | 1.3204 | 0.1392 | 1.3204 | 1.1491 |
260
- | No log | 11.6111 | 418 | 1.2727 | 0.2031 | 1.2727 | 1.1281 |
261
- | No log | 11.6667 | 420 | 1.1090 | 0.1143 | 1.1090 | 1.0531 |
262
- | No log | 11.7222 | 422 | 1.0319 | 0.1884 | 1.0319 | 1.0158 |
263
- | No log | 11.7778 | 424 | 0.9524 | 0.2193 | 0.9524 | 0.9759 |
264
- | No log | 11.8333 | 426 | 0.9027 | 0.2352 | 0.9027 | 0.9501 |
265
- | No log | 11.8889 | 428 | 0.9208 | 0.2574 | 0.9208 | 0.9596 |
266
- | No log | 11.9444 | 430 | 0.9788 | 0.2142 | 0.9788 | 0.9893 |
267
- | No log | 12.0 | 432 | 0.9518 | 0.2142 | 0.9518 | 0.9756 |
268
- | No log | 12.0556 | 434 | 0.9466 | 0.2387 | 0.9466 | 0.9729 |
269
- | No log | 12.1111 | 436 | 0.9266 | 0.2193 | 0.9266 | 0.9626 |
270
- | No log | 12.1667 | 438 | 0.9744 | 0.2046 | 0.9744 | 0.9871 |
271
- | No log | 12.2222 | 440 | 1.0439 | 0.1827 | 1.0439 | 1.0217 |
272
- | No log | 12.2778 | 442 | 1.1711 | 0.2183 | 1.1711 | 1.0822 |
273
- | No log | 12.3333 | 444 | 1.1440 | 0.1949 | 1.1440 | 1.0696 |
274
- | No log | 12.3889 | 446 | 1.0690 | 0.2271 | 1.0690 | 1.0339 |
275
- | No log | 12.4444 | 448 | 0.8967 | 0.2843 | 0.8967 | 0.9469 |
276
- | No log | 12.5 | 450 | 0.7445 | 0.2787 | 0.7445 | 0.8628 |
277
- | No log | 12.5556 | 452 | 0.7155 | 0.2857 | 0.7155 | 0.8459 |
278
- | No log | 12.6111 | 454 | 0.7574 | 0.2787 | 0.7574 | 0.8703 |
279
- | No log | 12.6667 | 456 | 0.8836 | 0.2784 | 0.8836 | 0.9400 |
280
- | No log | 12.7222 | 458 | 1.1029 | 0.2412 | 1.1029 | 1.0502 |
281
- | No log | 12.7778 | 460 | 1.3176 | 0.1621 | 1.3176 | 1.1479 |
282
- | No log | 12.8333 | 462 | 1.3960 | 0.1253 | 1.3960 | 1.1815 |
283
- | No log | 12.8889 | 464 | 1.3073 | 0.1688 | 1.3073 | 1.1434 |
284
- | No log | 12.9444 | 466 | 1.1196 | 0.2601 | 1.1196 | 1.0581 |
285
- | No log | 13.0 | 468 | 0.9037 | 0.2518 | 0.9037 | 0.9507 |
286
- | No log | 13.0556 | 470 | 0.7478 | 0.2407 | 0.7478 | 0.8648 |
287
- | No log | 13.1111 | 472 | 0.7135 | 0.2930 | 0.7135 | 0.8447 |
288
- | No log | 13.1667 | 474 | 0.7317 | 0.2857 | 0.7317 | 0.8554 |
289
- | No log | 13.2222 | 476 | 0.8313 | 0.2116 | 0.8313 | 0.9118 |
290
- | No log | 13.2778 | 478 | 1.0105 | 0.2000 | 1.0105 | 1.0052 |
291
- | No log | 13.3333 | 480 | 1.2165 | 0.2166 | 1.2165 | 1.1030 |
292
- | No log | 13.3889 | 482 | 1.3328 | 0.1895 | 1.3328 | 1.1545 |
293
- | No log | 13.4444 | 484 | 1.2623 | 0.2020 | 1.2623 | 1.1235 |
294
- | No log | 13.5 | 486 | 1.1675 | 0.2271 | 1.1675 | 1.0805 |
295
- | No log | 13.5556 | 488 | 1.0702 | 0.2075 | 1.0702 | 1.0345 |
296
- | No log | 13.6111 | 490 | 0.9636 | 0.2211 | 0.9636 | 0.9816 |
297
- | No log | 13.6667 | 492 | 0.9344 | 0.2562 | 0.9344 | 0.9666 |
298
- | No log | 13.7222 | 494 | 0.8955 | 0.2094 | 0.8955 | 0.9463 |
299
- | No log | 13.7778 | 496 | 0.8774 | 0.2142 | 0.8774 | 0.9367 |
300
- | No log | 13.8333 | 498 | 0.8753 | 0.2142 | 0.8753 | 0.9356 |
301
- | 0.2793 | 13.8889 | 500 | 0.8657 | 0.2574 | 0.8657 | 0.9304 |
302
- | 0.2793 | 13.9444 | 502 | 0.8819 | 0.2726 | 0.8819 | 0.9391 |
303
- | 0.2793 | 14.0 | 504 | 0.8736 | 0.2726 | 0.8736 | 0.9347 |
304
- | 0.2793 | 14.0556 | 506 | 0.8840 | 0.2726 | 0.8840 | 0.9402 |
305
- | 0.2793 | 14.1111 | 508 | 0.8931 | 0.2670 | 0.8931 | 0.9450 |
306
- | 0.2793 | 14.1667 | 510 | 0.9337 | 0.2562 | 0.9337 | 0.9663 |
307
- | 0.2793 | 14.2222 | 512 | 0.9810 | 0.2756 | 0.9810 | 0.9904 |
308
- | 0.2793 | 14.2778 | 514 | 0.9718 | 0.2756 | 0.9718 | 0.9858 |
309
- | 0.2793 | 14.3333 | 516 | 0.9206 | 0.2358 | 0.9206 | 0.9595 |
310
- | 0.2793 | 14.3889 | 518 | 0.8603 | 0.2244 | 0.8603 | 0.9275 |
311
- | 0.2793 | 14.4444 | 520 | 0.7991 | 0.2950 | 0.7991 | 0.8939 |
312
- | 0.2793 | 14.5 | 522 | 0.8120 | 0.2754 | 0.8120 | 0.9011 |
313
- | 0.2793 | 14.5556 | 524 | 0.8060 | 0.2692 | 0.8060 | 0.8978 |
314
- | 0.2793 | 14.6111 | 526 | 0.8455 | 0.2142 | 0.8455 | 0.9195 |
315
- | 0.2793 | 14.6667 | 528 | 0.8964 | 0.2615 | 0.8964 | 0.9468 |
316
- | 0.2793 | 14.7222 | 530 | 0.9502 | 0.2756 | 0.9502 | 0.9748 |
317
- | 0.2793 | 14.7778 | 532 | 1.0226 | 0.2482 | 1.0226 | 1.0113 |
318
- | 0.2793 | 14.8333 | 534 | 0.9653 | 0.2626 | 0.9653 | 0.9825 |
319
- | 0.2793 | 14.8889 | 536 | 0.9088 | 0.2756 | 0.9088 | 0.9533 |
320
- | 0.2793 | 14.9444 | 538 | 0.8668 | 0.2923 | 0.8668 | 0.9310 |
321
- | 0.2793 | 15.0 | 540 | 0.8612 | 0.2923 | 0.8612 | 0.9280 |
322
- | 0.2793 | 15.0556 | 542 | 0.8823 | 0.2562 | 0.8823 | 0.9393 |
323
- | 0.2793 | 15.1111 | 544 | 0.9417 | 0.2756 | 0.9417 | 0.9704 |
324
- | 0.2793 | 15.1667 | 546 | 0.9193 | 0.2562 | 0.9193 | 0.9588 |
325
- | 0.2793 | 15.2222 | 548 | 0.9447 | 0.2000 | 0.9447 | 0.9720 |
326
- | 0.2793 | 15.2778 | 550 | 0.8810 | 0.2574 | 0.8810 | 0.9386 |
327
- | 0.2793 | 15.3333 | 552 | 0.8334 | 0.2692 | 0.8334 | 0.9129 |
328
- | 0.2793 | 15.3889 | 554 | 0.7517 | 0.2950 | 0.7517 | 0.8670 |
329
- | 0.2793 | 15.4444 | 556 | 0.6926 | 0.2857 | 0.6926 | 0.8322 |
330
- | 0.2793 | 15.5 | 558 | 0.6878 | 0.2270 | 0.6878 | 0.8293 |
331
- | 0.2793 | 15.5556 | 560 | 0.7086 | 0.2606 | 0.7086 | 0.8418 |
332
- | 0.2793 | 15.6111 | 562 | 0.7571 | 0.2652 | 0.7571 | 0.8701 |
333
- | 0.2793 | 15.6667 | 564 | 0.8731 | 0.2574 | 0.8731 | 0.9344 |
334
- | 0.2793 | 15.7222 | 566 | 1.0610 | 0.2756 | 1.0610 | 1.0301 |
335
- | 0.2793 | 15.7778 | 568 | 1.1563 | 0.2567 | 1.1563 | 1.0753 |
336
- | 0.2793 | 15.8333 | 570 | 1.1194 | 0.2392 | 1.1194 | 1.0580 |
337
- | 0.2793 | 15.8889 | 572 | 1.0360 | 0.2626 | 1.0360 | 1.0178 |
338
- | 0.2793 | 15.9444 | 574 | 0.8873 | 0.2518 | 0.8873 | 0.9420 |
339
- | 0.2793 | 16.0 | 576 | 0.8127 | 0.2692 | 0.8127 | 0.9015 |
340
- | 0.2793 | 16.0556 | 578 | 0.7714 | 0.3167 | 0.7714 | 0.8783 |
341
- | 0.2793 | 16.1111 | 580 | 0.7690 | 0.2754 | 0.7690 | 0.8769 |
342
- | 0.2793 | 16.1667 | 582 | 0.7974 | 0.2692 | 0.7974 | 0.8930 |
343
- | 0.2793 | 16.2222 | 584 | 0.8985 | 0.2574 | 0.8985 | 0.9479 |
344
- | 0.2793 | 16.2778 | 586 | 1.0334 | 0.1651 | 1.0334 | 1.0166 |
345
- | 0.2793 | 16.3333 | 588 | 1.0613 | 0.1210 | 1.0613 | 1.0302 |
346
- | 0.2793 | 16.3889 | 590 | 0.9897 | 0.2094 | 0.9897 | 0.9948 |
347
- | 0.2793 | 16.4444 | 592 | 0.9421 | 0.2142 | 0.9421 | 0.9706 |
348
 
349
 
350
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k16_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.6549
19
+ - Qwk: 0.0246
20
+ - Mse: 1.6549
21
+ - Rmse: 1.2864
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0526 | 2 | 2.6272 | -0.0593 | 2.6272 | 1.6209 |
53
+ | No log | 0.1053 | 4 | 1.3533 | 0.0412 | 1.3533 | 1.1633 |
54
+ | No log | 0.1579 | 6 | 1.1248 | -0.1866 | 1.1248 | 1.0606 |
55
+ | No log | 0.2105 | 8 | 1.2809 | -0.2576 | 1.2809 | 1.1317 |
56
+ | No log | 0.2632 | 10 | 1.1955 | -0.0609 | 1.1955 | 1.0934 |
57
+ | No log | 0.3158 | 12 | 1.2034 | -0.1027 | 1.2034 | 1.0970 |
58
+ | No log | 0.3684 | 14 | 1.1322 | 0.0868 | 1.1322 | 1.0641 |
59
+ | No log | 0.4211 | 16 | 1.0782 | 0.0943 | 1.0782 | 1.0384 |
60
+ | No log | 0.4737 | 18 | 1.0863 | 0.0391 | 1.0863 | 1.0423 |
61
+ | No log | 0.5263 | 20 | 1.1633 | -0.1081 | 1.1633 | 1.0786 |
62
+ | No log | 0.5789 | 22 | 1.0268 | 0.0419 | 1.0268 | 1.0133 |
63
+ | No log | 0.6316 | 24 | 0.9608 | -0.0054 | 0.9608 | 0.9802 |
64
+ | No log | 0.6842 | 26 | 0.9309 | -0.0103 | 0.9309 | 0.9648 |
65
+ | No log | 0.7368 | 28 | 0.9532 | 0.0208 | 0.9532 | 0.9763 |
66
+ | No log | 0.7895 | 30 | 0.9817 | 0.1268 | 0.9817 | 0.9908 |
67
+ | No log | 0.8421 | 32 | 1.0772 | 0.0958 | 1.0772 | 1.0379 |
68
+ | No log | 0.8947 | 34 | 1.0455 | 0.1103 | 1.0455 | 1.0225 |
69
+ | No log | 0.9474 | 36 | 1.0125 | -0.0472 | 1.0125 | 1.0062 |
70
+ | No log | 1.0 | 38 | 1.3162 | -0.0624 | 1.3162 | 1.1473 |
71
+ | No log | 1.0526 | 40 | 1.5613 | -0.0844 | 1.5613 | 1.2495 |
72
+ | No log | 1.1053 | 42 | 1.4443 | -0.0219 | 1.4443 | 1.2018 |
73
+ | No log | 1.1579 | 44 | 1.1555 | -0.0579 | 1.1555 | 1.0749 |
74
+ | No log | 1.2105 | 46 | 0.9541 | -0.0915 | 0.9541 | 0.9768 |
75
+ | No log | 1.2632 | 48 | 1.0257 | 0.1028 | 1.0257 | 1.0128 |
76
+ | No log | 1.3158 | 50 | 1.1605 | -0.0201 | 1.1605 | 1.0772 |
77
+ | No log | 1.3684 | 52 | 1.2818 | -0.0529 | 1.2818 | 1.1322 |
78
+ | No log | 1.4211 | 54 | 1.1967 | -0.0753 | 1.1967 | 1.0939 |
79
+ | No log | 1.4737 | 56 | 1.0339 | -0.0569 | 1.0339 | 1.0168 |
80
+ | No log | 1.5263 | 58 | 1.1167 | -0.1355 | 1.1167 | 1.0567 |
81
+ | No log | 1.5789 | 60 | 1.0975 | -0.1120 | 1.0975 | 1.0476 |
82
+ | No log | 1.6316 | 62 | 1.1324 | -0.1389 | 1.1324 | 1.0641 |
83
+ | No log | 1.6842 | 64 | 1.4684 | -0.1344 | 1.4684 | 1.2118 |
84
+ | No log | 1.7368 | 66 | 1.6105 | -0.1020 | 1.6105 | 1.2691 |
85
+ | No log | 1.7895 | 68 | 1.4590 | -0.1956 | 1.4590 | 1.2079 |
86
+ | No log | 1.8421 | 70 | 1.3797 | -0.2625 | 1.3797 | 1.1746 |
87
+ | No log | 1.8947 | 72 | 1.3951 | -0.1445 | 1.3951 | 1.1811 |
88
+ | No log | 1.9474 | 74 | 1.4090 | -0.1745 | 1.4090 | 1.1870 |
89
+ | No log | 2.0 | 76 | 1.4590 | -0.1263 | 1.4590 | 1.2079 |
90
+ | No log | 2.0526 | 78 | 1.6217 | -0.0934 | 1.6217 | 1.2735 |
91
+ | No log | 2.1053 | 80 | 1.6123 | -0.0973 | 1.6123 | 1.2697 |
92
+ | No log | 2.1579 | 82 | 1.4720 | -0.0703 | 1.4720 | 1.2133 |
93
+ | No log | 2.2105 | 84 | 1.3864 | -0.0980 | 1.3864 | 1.1775 |
94
+ | No log | 2.2632 | 86 | 1.3088 | -0.0693 | 1.3088 | 1.1440 |
95
+ | No log | 2.3158 | 88 | 1.1973 | 0.0012 | 1.1973 | 1.0942 |
96
+ | No log | 2.3684 | 90 | 1.1401 | 0.0184 | 1.1401 | 1.0678 |
97
+ | No log | 2.4211 | 92 | 1.1138 | 0.0162 | 1.1138 | 1.0554 |
98
+ | No log | 2.4737 | 94 | 1.1471 | -0.0358 | 1.1471 | 1.0710 |
99
+ | No log | 2.5263 | 96 | 1.1660 | 0.0445 | 1.1660 | 1.0798 |
100
+ | No log | 2.5789 | 98 | 1.1249 | -0.0274 | 1.1249 | 1.0606 |
101
+ | No log | 2.6316 | 100 | 1.1856 | -0.0077 | 1.1856 | 1.0889 |
102
+ | No log | 2.6842 | 102 | 1.3302 | 0.1004 | 1.3302 | 1.1533 |
103
+ | No log | 2.7368 | 104 | 1.4543 | 0.0633 | 1.4543 | 1.2060 |
104
+ | No log | 2.7895 | 106 | 1.2951 | 0.1479 | 1.2951 | 1.1380 |
105
+ | No log | 2.8421 | 108 | 1.0956 | 0.0378 | 1.0956 | 1.0467 |
106
+ | No log | 2.8947 | 110 | 1.1455 | 0.0327 | 1.1455 | 1.0703 |
107
+ | No log | 2.9474 | 112 | 1.3362 | 0.0900 | 1.3362 | 1.1559 |
108
+ | No log | 3.0 | 114 | 1.4208 | 0.1093 | 1.4208 | 1.1920 |
109
+ | No log | 3.0526 | 116 | 1.3003 | 0.0849 | 1.3003 | 1.1403 |
110
+ | No log | 3.1053 | 118 | 1.2708 | -0.0670 | 1.2708 | 1.1273 |
111
+ | No log | 3.1579 | 120 | 1.2687 | 0.0155 | 1.2687 | 1.1264 |
112
+ | No log | 3.2105 | 122 | 1.3567 | 0.0802 | 1.3567 | 1.1648 |
113
+ | No log | 3.2632 | 124 | 1.4962 | 0.1244 | 1.4962 | 1.2232 |
114
+ | No log | 3.3158 | 126 | 1.4461 | 0.0881 | 1.4461 | 1.2025 |
115
+ | No log | 3.3684 | 128 | 1.3509 | 0.0979 | 1.3509 | 1.1623 |
116
+ | No log | 3.4211 | 130 | 1.2981 | 0.1031 | 1.2981 | 1.1393 |
117
+ | No log | 3.4737 | 132 | 1.1881 | -0.0025 | 1.1881 | 1.0900 |
118
+ | No log | 3.5263 | 134 | 1.1408 | -0.0025 | 1.1408 | 1.0681 |
119
+ | No log | 3.5789 | 136 | 1.1315 | -0.0347 | 1.1315 | 1.0637 |
120
+ | No log | 3.6316 | 138 | 1.1819 | 0.0445 | 1.1819 | 1.0872 |
121
+ | No log | 3.6842 | 140 | 1.3570 | 0.1145 | 1.3570 | 1.1649 |
122
+ | No log | 3.7368 | 142 | 1.4567 | 0.0791 | 1.4567 | 1.2069 |
123
+ | No log | 3.7895 | 144 | 1.2300 | 0.0122 | 1.2300 | 1.1090 |
124
+ | No log | 3.8421 | 146 | 1.1815 | 0.0184 | 1.1815 | 1.0870 |
125
+ | No log | 3.8947 | 148 | 1.2707 | -0.0557 | 1.2707 | 1.1272 |
126
+ | No log | 3.9474 | 150 | 1.5071 | 0.1044 | 1.5071 | 1.2277 |
127
+ | No log | 4.0 | 152 | 1.7647 | 0.1336 | 1.7647 | 1.3284 |
128
+ | No log | 4.0526 | 154 | 1.6852 | 0.0240 | 1.6852 | 1.2981 |
129
+ | No log | 4.1053 | 156 | 1.3488 | 0.1146 | 1.3488 | 1.1614 |
130
+ | No log | 4.1579 | 158 | 1.0604 | -0.0619 | 1.0604 | 1.0298 |
131
+ | No log | 4.2105 | 160 | 1.0328 | -0.0826 | 1.0328 | 1.0163 |
132
+ | No log | 4.2632 | 162 | 1.0057 | 0.0255 | 1.0057 | 1.0028 |
133
+ | No log | 4.3158 | 164 | 1.0835 | 0.0653 | 1.0835 | 1.0409 |
134
+ | No log | 4.3684 | 166 | 1.3013 | -0.0391 | 1.3013 | 1.1408 |
135
+ | No log | 4.4211 | 168 | 1.3980 | -0.0391 | 1.3980 | 1.1824 |
136
+ | No log | 4.4737 | 170 | 1.3088 | -0.0027 | 1.3088 | 1.1440 |
137
+ | No log | 4.5263 | 172 | 1.2101 | 0.0196 | 1.2101 | 1.1001 |
138
+ | No log | 4.5789 | 174 | 1.2634 | -0.0462 | 1.2634 | 1.1240 |
139
+ | No log | 4.6316 | 176 | 1.4147 | 0.0736 | 1.4147 | 1.1894 |
140
+ | No log | 4.6842 | 178 | 1.4883 | 0.0399 | 1.4883 | 1.2200 |
141
+ | No log | 4.7368 | 180 | 1.5821 | -0.0149 | 1.5821 | 1.2578 |
142
+ | No log | 4.7895 | 182 | 1.5581 | -0.0149 | 1.5581 | 1.2482 |
143
+ | No log | 4.8421 | 184 | 1.5311 | 0.0353 | 1.5311 | 1.2374 |
144
+ | No log | 4.8947 | 186 | 1.3558 | 0.0838 | 1.3558 | 1.1644 |
145
+ | No log | 4.9474 | 188 | 1.2241 | -0.0383 | 1.2241 | 1.1064 |
146
+ | No log | 5.0 | 190 | 1.1881 | -0.0383 | 1.1881 | 1.0900 |
147
+ | No log | 5.0526 | 192 | 1.2160 | 0.1110 | 1.2160 | 1.1027 |
148
+ | No log | 5.1053 | 194 | 1.3854 | 0.1568 | 1.3854 | 1.1770 |
149
+ | No log | 5.1579 | 196 | 1.4549 | 0.1272 | 1.4549 | 1.2062 |
150
+ | No log | 5.2105 | 198 | 1.3749 | 0.0727 | 1.3749 | 1.1726 |
151
+ | No log | 5.2632 | 200 | 1.3388 | 0.0347 | 1.3388 | 1.1571 |
152
+ | No log | 5.3158 | 202 | 1.4430 | 0.1093 | 1.4430 | 1.2013 |
153
+ | No log | 5.3684 | 204 | 1.4773 | 0.1019 | 1.4773 | 1.2155 |
154
+ | No log | 5.4211 | 206 | 1.5085 | 0.1364 | 1.5085 | 1.2282 |
155
+ | No log | 5.4737 | 208 | 1.3182 | 0.1626 | 1.3182 | 1.1481 |
156
+ | No log | 5.5263 | 210 | 1.2462 | 0.1457 | 1.2462 | 1.1163 |
157
+ | No log | 5.5789 | 212 | 1.3007 | 0.1144 | 1.3007 | 1.1405 |
158
+ | No log | 5.6316 | 214 | 1.4051 | 0.0704 | 1.4051 | 1.1854 |
159
+ | No log | 5.6842 | 216 | 1.6039 | 0.0971 | 1.6039 | 1.2665 |
160
+ | No log | 5.7368 | 218 | 1.5922 | 0.0531 | 1.5922 | 1.2618 |
161
+ | No log | 5.7895 | 220 | 1.3717 | 0.0873 | 1.3717 | 1.1712 |
162
+ | No log | 5.8421 | 222 | 1.1001 | 0.0683 | 1.1001 | 1.0488 |
163
+ | No log | 5.8947 | 224 | 1.0040 | -0.0548 | 1.0040 | 1.0020 |
164
+ | No log | 5.9474 | 226 | 0.9847 | -0.0232 | 0.9847 | 0.9923 |
165
+ | No log | 6.0 | 228 | 1.0377 | 0.0683 | 1.0377 | 1.0187 |
166
+ | No log | 6.0526 | 230 | 1.2047 | 0.1146 | 1.2047 | 1.0976 |
167
+ | No log | 6.1053 | 232 | 1.2841 | 0.1030 | 1.2841 | 1.1332 |
168
+ | No log | 6.1579 | 234 | 1.1717 | 0.1339 | 1.1717 | 1.0824 |
169
+ | No log | 6.2105 | 236 | 1.0773 | 0.0293 | 1.0773 | 1.0380 |
170
+ | No log | 6.2632 | 238 | 1.0452 | 0.0097 | 1.0452 | 1.0224 |
171
+ | No log | 6.3158 | 240 | 1.0695 | 0.0332 | 1.0695 | 1.0342 |
172
+ | No log | 6.3684 | 242 | 1.1681 | 0.1557 | 1.1681 | 1.0808 |
173
+ | No log | 6.4211 | 244 | 1.1031 | 0.1369 | 1.1031 | 1.0503 |
174
+ | No log | 6.4737 | 246 | 0.9963 | 0.0352 | 0.9963 | 0.9981 |
175
+ | No log | 6.5263 | 248 | 1.0276 | 0.2094 | 1.0276 | 1.0137 |
176
+ | No log | 6.5789 | 250 | 1.2167 | 0.1653 | 1.2167 | 1.1031 |
177
+ | No log | 6.6316 | 252 | 1.2966 | 0.0925 | 1.2966 | 1.1387 |
178
+ | No log | 6.6842 | 254 | 1.2368 | 0.1591 | 1.2368 | 1.1121 |
179
+ | No log | 6.7368 | 256 | 1.1288 | 0.1777 | 1.1288 | 1.0624 |
180
+ | No log | 6.7895 | 258 | 1.1596 | 0.0829 | 1.1596 | 1.0768 |
181
+ | No log | 6.8421 | 260 | 1.2046 | -0.0969 | 1.2046 | 1.0975 |
182
+ | No log | 6.8947 | 262 | 1.2756 | 0.0808 | 1.2756 | 1.1294 |
183
+ | No log | 6.9474 | 264 | 1.3489 | 0.0869 | 1.3489 | 1.1614 |
184
+ | No log | 7.0 | 266 | 1.4028 | 0.0250 | 1.4028 | 1.1844 |
185
+ | No log | 7.0526 | 268 | 1.4257 | 0.0250 | 1.4257 | 1.1940 |
186
+ | No log | 7.1053 | 270 | 1.3315 | 0.0390 | 1.3315 | 1.1539 |
187
+ | No log | 7.1579 | 272 | 1.3413 | 0.1115 | 1.3413 | 1.1581 |
188
+ | No log | 7.2105 | 274 | 1.3785 | 0.0976 | 1.3785 | 1.1741 |
189
+ | No log | 7.2632 | 276 | 1.4054 | 0.0976 | 1.4054 | 1.1855 |
190
+ | No log | 7.3158 | 278 | 1.3665 | 0.1320 | 1.3665 | 1.1690 |
191
+ | No log | 7.3684 | 280 | 1.3753 | 0.1320 | 1.3753 | 1.1727 |
192
+ | No log | 7.4211 | 282 | 1.3451 | 0.0607 | 1.3451 | 1.1598 |
193
+ | No log | 7.4737 | 284 | 1.3068 | 0.0902 | 1.3068 | 1.1432 |
194
+ | No log | 7.5263 | 286 | 1.3109 | 0.0561 | 1.3109 | 1.1449 |
195
+ | No log | 7.5789 | 288 | 1.2660 | 0.0679 | 1.2660 | 1.1252 |
196
+ | No log | 7.6316 | 290 | 1.3218 | 0.0539 | 1.3218 | 1.1497 |
197
+ | No log | 7.6842 | 292 | 1.5596 | 0.0708 | 1.5596 | 1.2489 |
198
+ | No log | 7.7368 | 294 | 1.7401 | 0.0225 | 1.7401 | 1.3191 |
199
+ | No log | 7.7895 | 296 | 1.8534 | 0.0465 | 1.8534 | 1.3614 |
200
+ | No log | 7.8421 | 298 | 1.6678 | 0.0704 | 1.6678 | 1.2914 |
201
+ | No log | 7.8947 | 300 | 1.4676 | 0.1067 | 1.4676 | 1.2114 |
202
+ | No log | 7.9474 | 302 | 1.3618 | 0.0820 | 1.3618 | 1.1670 |
203
+ | No log | 8.0 | 304 | 1.3196 | 0.1175 | 1.3196 | 1.1487 |
204
+ | No log | 8.0526 | 306 | 1.3175 | 0.1238 | 1.3175 | 1.1478 |
205
+ | No log | 8.1053 | 308 | 1.3666 | 0.1257 | 1.3666 | 1.1690 |
206
+ | No log | 8.1579 | 310 | 1.4090 | 0.1067 | 1.4090 | 1.1870 |
207
+ | No log | 8.2105 | 312 | 1.3368 | 0.1748 | 1.3368 | 1.1562 |
208
+ | No log | 8.2632 | 314 | 1.1862 | 0.0548 | 1.1862 | 1.0891 |
209
+ | No log | 8.3158 | 316 | 1.1468 | 0.1251 | 1.1468 | 1.0709 |
210
+ | No log | 8.3684 | 318 | 1.2193 | 0.1045 | 1.2193 | 1.1042 |
211
+ | No log | 8.4211 | 320 | 1.4236 | 0.0858 | 1.4236 | 1.1931 |
212
+ | No log | 8.4737 | 322 | 1.4955 | 0.0929 | 1.4955 | 1.2229 |
213
+ | No log | 8.5263 | 324 | 1.3804 | 0.0774 | 1.3804 | 1.1749 |
214
+ | No log | 8.5789 | 326 | 1.3161 | 0.1689 | 1.3161 | 1.1472 |
215
+ | No log | 8.6316 | 328 | 1.2851 | 0.1492 | 1.2851 | 1.1336 |
216
+ | No log | 8.6842 | 330 | 1.2650 | 0.2166 | 1.2650 | 1.1247 |
217
+ | No log | 8.7368 | 332 | 1.1966 | 0.1869 | 1.1966 | 1.0939 |
218
+ | No log | 8.7895 | 334 | 1.1496 | 0.1827 | 1.1496 | 1.0722 |
219
+ | No log | 8.8421 | 336 | 1.0821 | 0.1180 | 1.0821 | 1.0402 |
220
+ | No log | 8.8947 | 338 | 1.0693 | 0.1777 | 1.0693 | 1.0341 |
221
+ | No log | 8.9474 | 340 | 1.1462 | 0.2075 | 1.1462 | 1.0706 |
222
+ | No log | 9.0 | 342 | 1.2951 | 0.1205 | 1.2951 | 1.1380 |
223
+ | No log | 9.0526 | 344 | 1.3277 | 0.2092 | 1.3277 | 1.1522 |
224
+ | No log | 9.1053 | 346 | 1.2425 | 0.1846 | 1.2425 | 1.1147 |
225
+ | No log | 9.1579 | 348 | 1.2029 | 0.1884 | 1.2029 | 1.0968 |
226
+ | No log | 9.2105 | 350 | 1.2872 | 0.1846 | 1.2872 | 1.1346 |
227
+ | No log | 9.2632 | 352 | 1.4293 | 0.1823 | 1.4293 | 1.1955 |
228
+ | No log | 9.3158 | 354 | 1.4413 | 0.1195 | 1.4413 | 1.2006 |
229
+ | No log | 9.3684 | 356 | 1.3595 | 0.1815 | 1.3595 | 1.1660 |
230
+ | No log | 9.4211 | 358 | 1.2756 | 0.1821 | 1.2756 | 1.1294 |
231
+ | No log | 9.4737 | 360 | 1.1684 | 0.1869 | 1.1684 | 1.0809 |
232
+ | No log | 9.5263 | 362 | 1.1147 | 0.2259 | 1.1147 | 1.0558 |
233
+ | No log | 9.5789 | 364 | 1.1747 | 0.2411 | 1.1747 | 1.0839 |
234
+ | No log | 9.6316 | 366 | 1.3342 | 0.1367 | 1.3342 | 1.1551 |
235
+ | No log | 9.6842 | 368 | 1.3946 | 0.1017 | 1.3946 | 1.1809 |
236
+ | No log | 9.7368 | 370 | 1.3486 | 0.1713 | 1.3486 | 1.1613 |
237
+ | No log | 9.7895 | 372 | 1.2570 | 0.1632 | 1.2570 | 1.1212 |
238
+ | No log | 9.8421 | 374 | 1.1729 | -0.0025 | 1.1729 | 1.0830 |
239
+ | No log | 9.8947 | 376 | 1.1765 | 0.0270 | 1.1765 | 1.0847 |
240
+ | No log | 9.9474 | 378 | 1.2502 | 0.2166 | 1.2502 | 1.1181 |
241
+ | No log | 10.0 | 380 | 1.2985 | 0.1490 | 1.2985 | 1.1395 |
242
+ | No log | 10.0526 | 382 | 1.3369 | 0.1367 | 1.3369 | 1.1563 |
243
+ | No log | 10.1053 | 384 | 1.2991 | 0.1748 | 1.2991 | 1.1398 |
244
+ | No log | 10.1579 | 386 | 1.1886 | 0.2252 | 1.1886 | 1.0902 |
245
+ | No log | 10.2105 | 388 | 1.1377 | 0.0860 | 1.1377 | 1.0666 |
246
+ | No log | 10.2632 | 390 | 1.0916 | 0.0338 | 1.0916 | 1.0448 |
247
+ | No log | 10.3158 | 392 | 1.1211 | 0.0338 | 1.1211 | 1.0588 |
248
+ | No log | 10.3684 | 394 | 1.2150 | 0.1935 | 1.2150 | 1.1023 |
249
+ | No log | 10.4211 | 396 | 1.2850 | 0.1202 | 1.2850 | 1.1336 |
250
+ | No log | 10.4737 | 398 | 1.2521 | 0.1484 | 1.2521 | 1.1190 |
251
+ | No log | 10.5263 | 400 | 1.1593 | 0.1308 | 1.1593 | 1.0767 |
252
+ | No log | 10.5789 | 402 | 1.0642 | 0.0715 | 1.0642 | 1.0316 |
253
+ | No log | 10.6316 | 404 | 1.0778 | 0.0036 | 1.0778 | 1.0382 |
254
+ | No log | 10.6842 | 406 | 1.1627 | 0.1501 | 1.1627 | 1.0783 |
255
+ | No log | 10.7368 | 408 | 1.2959 | 0.0948 | 1.2959 | 1.1384 |
256
+ | No log | 10.7895 | 410 | 1.4195 | 0.0806 | 1.4195 | 1.1914 |
257
+ | No log | 10.8421 | 412 | 1.4698 | 0.0724 | 1.4698 | 1.2124 |
258
+ | No log | 10.8947 | 414 | 1.4298 | 0.1018 | 1.4298 | 1.1957 |
259
+ | No log | 10.9474 | 416 | 1.3750 | 0.1003 | 1.3750 | 1.1726 |
260
+ | No log | 11.0 | 418 | 1.4252 | 0.0835 | 1.4252 | 1.1938 |
261
+ | No log | 11.0526 | 420 | 1.4769 | 0.1278 | 1.4769 | 1.2153 |
262
+ | No log | 11.1053 | 422 | 1.5610 | 0.0907 | 1.5610 | 1.2494 |
263
+ | No log | 11.1579 | 424 | 1.5452 | 0.1170 | 1.5452 | 1.2431 |
264
+ | No log | 11.2105 | 426 | 1.5162 | 0.0952 | 1.5162 | 1.2314 |
265
+ | No log | 11.2632 | 428 | 1.4835 | 0.0952 | 1.4835 | 1.2180 |
266
+ | No log | 11.3158 | 430 | 1.4639 | 0.0855 | 1.4639 | 1.2099 |
267
+ | No log | 11.3684 | 432 | 1.4482 | 0.0351 | 1.4482 | 1.2034 |
268
+ | No log | 11.4211 | 434 | 1.4230 | 0.0333 | 1.4230 | 1.1929 |
269
+ | No log | 11.4737 | 436 | 1.3677 | 0.0895 | 1.3677 | 1.1695 |
270
+ | No log | 11.5263 | 438 | 1.3483 | 0.1176 | 1.3483 | 1.1612 |
271
+ | No log | 11.5789 | 440 | 1.3467 | 0.0401 | 1.3467 | 1.1605 |
272
+ | No log | 11.6316 | 442 | 1.4092 | 0.1115 | 1.4092 | 1.1871 |
273
+ | No log | 11.6842 | 444 | 1.4830 | 0.1383 | 1.4830 | 1.2178 |
274
+ | No log | 11.7368 | 446 | 1.4617 | 0.1383 | 1.4617 | 1.2090 |
275
+ | No log | 11.7895 | 448 | 1.3828 | 0.1320 | 1.3828 | 1.1759 |
276
+ | No log | 11.8421 | 450 | 1.3759 | 0.1320 | 1.3759 | 1.1730 |
277
+ | No log | 11.8947 | 452 | 1.4361 | 0.1599 | 1.4361 | 1.1984 |
278
+ | No log | 11.9474 | 454 | 1.6096 | 0.0948 | 1.6096 | 1.2687 |
279
+ | No log | 12.0 | 456 | 1.6575 | 0.0493 | 1.6575 | 1.2874 |
280
+ | No log | 12.0526 | 458 | 1.5154 | 0.0599 | 1.5154 | 1.2310 |
281
+ | No log | 12.1053 | 460 | 1.3480 | 0.1028 | 1.3480 | 1.1610 |
282
+ | No log | 12.1579 | 462 | 1.3052 | 0.1428 | 1.3052 | 1.1424 |
283
+ | No log | 12.2105 | 464 | 1.3468 | 0.0736 | 1.3468 | 1.1605 |
284
+ | No log | 12.2632 | 466 | 1.4799 | 0.0333 | 1.4799 | 1.2165 |
285
+ | No log | 12.3158 | 468 | 1.5503 | 0.0741 | 1.5503 | 1.2451 |
286
+ | No log | 12.3684 | 470 | 1.5518 | 0.0741 | 1.5518 | 1.2457 |
287
+ | No log | 12.4211 | 472 | 1.4913 | 0.1042 | 1.4913 | 1.2212 |
288
+ | No log | 12.4737 | 474 | 1.4004 | 0.0561 | 1.4004 | 1.1834 |
289
+ | No log | 12.5263 | 476 | 1.4856 | 0.0829 | 1.4856 | 1.2188 |
290
+ | No log | 12.5789 | 478 | 1.5771 | 0.0225 | 1.5771 | 1.2558 |
291
+ | No log | 12.6316 | 480 | 1.5459 | 0.0261 | 1.5459 | 1.2433 |
292
+ | No log | 12.6842 | 482 | 1.4988 | 0.0277 | 1.4988 | 1.2243 |
293
+ | No log | 12.7368 | 484 | 1.3255 | 0.1243 | 1.3255 | 1.1513 |
294
+ | No log | 12.7895 | 486 | 1.2803 | 0.1312 | 1.2803 | 1.1315 |
295
+ | No log | 12.8421 | 488 | 1.3102 | 0.1499 | 1.3102 | 1.1446 |
296
+ | No log | 12.8947 | 490 | 1.4410 | 0.0120 | 1.4410 | 1.2004 |
297
+ | No log | 12.9474 | 492 | 1.6071 | 0.0042 | 1.6071 | 1.2677 |
298
+ | No log | 13.0 | 494 | 1.6119 | 0.0251 | 1.6119 | 1.2696 |
299
+ | No log | 13.0526 | 496 | 1.4842 | 0.0353 | 1.4842 | 1.2183 |
300
+ | No log | 13.1053 | 498 | 1.4193 | 0.1115 | 1.4193 | 1.1913 |
301
+ | 0.3267 | 13.1579 | 500 | 1.4043 | 0.1176 | 1.4043 | 1.1850 |
302
+ | 0.3267 | 13.2105 | 502 | 1.4337 | 0.0820 | 1.4337 | 1.1974 |
303
+ | 0.3267 | 13.2632 | 504 | 1.4659 | 0.0746 | 1.4659 | 1.2107 |
304
+ | 0.3267 | 13.3158 | 506 | 1.4842 | 0.0676 | 1.4842 | 1.2183 |
305
+ | 0.3267 | 13.3684 | 508 | 1.5569 | 0.0344 | 1.5569 | 1.2478 |
306
+ | 0.3267 | 13.4211 | 510 | 1.6549 | 0.0246 | 1.6549 | 1.2864 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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308
 
309
  ### Framework versions