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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_task7_organization

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bert
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_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_run1_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: 1.2621
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- - Qwk: 0.2059
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- - Mse: 1.2621
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- - Rmse: 1.1234
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  ## Model description
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@@ -49,298 +49,286 @@ 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 | 0.9266 |
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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 | 0.8148 | 0.3305 | 0.8148 | 0.9027 |
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- | No log | 1.7778 | 64 | 1.0670 | 0.2999 | 1.0670 | 1.0330 |
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- | No log | 1.8333 | 66 | 1.1266 | 0.1935 | 1.1266 | 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 | 0.7666 | 0.2116 | 0.7666 | 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 | 0.8632 |
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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 | 1.0161 | 0.2806 | 1.0161 | 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 | 0.9173 |
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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 | 0.9574 | 0.2626 | 0.9574 | 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 | 0.9985 | 0.3082 | 0.9985 | 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 | 0.7897 | 0.2815 | 0.7897 | 0.8886 |
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- | No log | 4.7778 | 172 | 0.7981 | 0.3243 | 0.7981 | 0.8933 |
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- | No log | 4.8333 | 174 | 0.7847 | 0.2916 | 0.7847 | 0.8859 |
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- | No log | 4.8889 | 176 | 0.7935 | 0.2319 | 0.7935 | 0.8908 |
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- | No log | 4.9444 | 178 | 0.8450 | 0.2063 | 0.8450 | 0.9192 |
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- | No log | 5.0 | 180 | 0.8984 | 0.1867 | 0.8984 | 0.9478 |
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- | No log | 5.0556 | 182 | 0.9091 | 0.1867 | 0.9091 | 0.9535 |
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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 | 0.8314 | 0.1866 | 0.8314 | 0.9118 |
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- | No log | 5.2222 | 188 | 0.9006 | 0.2142 | 0.9006 | 0.9490 |
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- | No log | 5.2778 | 190 | 0.9413 | 0.2358 | 0.9413 | 0.9702 |
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- | No log | 5.3333 | 192 | 1.0603 | 0.2119 | 1.0603 | 1.0297 |
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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 | 0.9439 | 0.2358 | 0.9439 | 0.9715 |
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- | No log | 5.5 | 198 | 0.8839 | 0.2244 | 0.8839 | 0.9402 |
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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 | 1.0762 | 0.2810 | 1.0762 | 1.0374 |
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- | No log | 5.6667 | 204 | 1.2509 | 0.2084 | 1.2509 | 1.1184 |
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- | No log | 5.7222 | 206 | 1.3340 | 0.1458 | 1.3340 | 1.1550 |
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- | No log | 5.7778 | 208 | 1.2185 | 0.2392 | 1.2185 | 1.1039 |
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- | No log | 5.8333 | 210 | 1.1307 | 0.2075 | 1.1308 | 1.0634 |
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- | No log | 5.8889 | 212 | 1.0217 | 0.2460 | 1.0217 | 1.0108 |
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- | No log | 5.9444 | 214 | 0.9792 | 0.2810 | 0.9792 | 0.9895 |
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- | No log | 6.0 | 216 | 0.9606 | 0.2810 | 0.9606 | 0.9801 |
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- | No log | 6.0556 | 218 | 1.0180 | 0.2460 | 1.0180 | 1.0090 |
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- | No log | 6.1111 | 220 | 1.1083 | 0.2833 | 1.1083 | 1.0527 |
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- | No log | 6.1667 | 222 | 1.0692 | 0.2833 | 1.0692 | 1.0340 |
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- | No log | 6.2222 | 224 | 0.9658 | 0.3347 | 0.9658 | 0.9828 |
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- | No log | 6.2778 | 226 | 0.9428 | 0.2810 | 0.9428 | 0.9710 |
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- | No log | 6.3333 | 228 | 0.9491 | 0.2670 | 0.9491 | 0.9742 |
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- | No log | 6.3889 | 230 | 0.9384 | 0.1962 | 0.9384 | 0.9687 |
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- | No log | 6.4444 | 232 | 1.0177 | 0.2670 | 1.0177 | 1.0088 |
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- | No log | 6.5 | 234 | 1.2130 | 0.1210 | 1.2130 | 1.1014 |
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- | No log | 6.5556 | 236 | 1.4492 | 0.1017 | 1.4492 | 1.2038 |
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- | No log | 6.6111 | 238 | 1.4265 | 0.1305 | 1.4265 | 1.1944 |
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- | No log | 6.6667 | 240 | 1.1891 | 0.1176 | 1.1891 | 1.0905 |
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- | No log | 6.7222 | 242 | 0.9636 | 0.2244 | 0.9636 | 0.9816 |
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- | No log | 6.7778 | 244 | 0.9437 | 0.2193 | 0.9437 | 0.9714 |
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- | No log | 6.8333 | 246 | 1.0623 | 0.1869 | 1.0623 | 1.0307 |
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- | No log | 6.8889 | 248 | 1.1809 | 0.2412 | 1.1809 | 1.0867 |
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- | No log | 6.9444 | 250 | 1.1977 | 0.2412 | 1.1977 | 1.0944 |
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- | No log | 7.0 | 252 | 1.2391 | 0.1427 | 1.2391 | 1.1132 |
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- | No log | 7.0556 | 254 | 1.1192 | 0.2482 | 1.1192 | 1.0579 |
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- | No log | 7.1111 | 256 | 0.9304 | 0.1765 | 0.9304 | 0.9646 |
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- | No log | 7.1667 | 258 | 0.7651 | 0.2085 | 0.7651 | 0.8747 |
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- | No log | 7.2222 | 260 | 0.7341 | 0.2270 | 0.7341 | 0.8568 |
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- | No log | 7.2778 | 262 | 0.7660 | 0.2027 | 0.7660 | 0.8752 |
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- | No log | 7.3333 | 264 | 0.9490 | 0.1962 | 0.9490 | 0.9741 |
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- | No log | 7.3889 | 266 | 1.1571 | 0.2437 | 1.1571 | 1.0757 |
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- | No log | 7.4444 | 268 | 1.1808 | 0.2501 | 1.1808 | 1.0866 |
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- | No log | 7.5 | 270 | 1.0804 | 0.3169 | 1.0804 | 1.0394 |
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- | No log | 7.5556 | 272 | 0.9822 | 0.2193 | 0.9822 | 0.9911 |
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- | No log | 7.6111 | 274 | 1.0214 | 0.2358 | 1.0214 | 1.0106 |
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- | No log | 7.6667 | 276 | 1.1094 | 0.3137 | 1.1094 | 1.0533 |
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- | No log | 7.7222 | 278 | 1.0554 | 0.3193 | 1.0554 | 1.0273 |
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- | No log | 7.7778 | 280 | 0.9940 | 0.3473 | 0.9940 | 0.9970 |
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- | No log | 7.8333 | 282 | 0.9359 | 0.3538 | 0.9359 | 0.9674 |
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- | No log | 7.8889 | 284 | 0.8614 | 0.2632 | 0.8614 | 0.9281 |
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- | No log | 7.9444 | 286 | 0.8337 | 0.2692 | 0.8337 | 0.9131 |
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- | No log | 8.0 | 288 | 0.8500 | 0.2754 | 0.8500 | 0.9220 |
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- | No log | 8.0556 | 290 | 0.9329 | 0.2574 | 0.9329 | 0.9659 |
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- | No log | 8.1111 | 292 | 1.0060 | 0.2410 | 1.0060 | 1.0030 |
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- | No log | 8.1667 | 294 | 1.0595 | 0.2211 | 1.0595 | 1.0293 |
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- | No log | 8.2222 | 296 | 1.0532 | 0.2211 | 1.0532 | 1.0262 |
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- | No log | 8.2778 | 298 | 1.0128 | 0.2615 | 1.0128 | 1.0064 |
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- | No log | 8.3333 | 300 | 0.9885 | 0.2726 | 0.9885 | 0.9943 |
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- | No log | 8.3889 | 302 | 1.0392 | 0.1869 | 1.0392 | 1.0194 |
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- | No log | 8.4444 | 304 | 0.9998 | 0.1955 | 0.9998 | 0.9999 |
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- | No log | 8.5 | 306 | 0.9767 | 0.1955 | 0.9767 | 0.9883 |
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- | No log | 8.5556 | 308 | 0.9064 | 0.2967 | 0.9064 | 0.9520 |
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- | No log | 8.6111 | 310 | 0.8099 | 0.3167 | 0.8099 | 0.9000 |
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- | No log | 8.6667 | 312 | 0.8423 | 0.3032 | 0.8423 | 0.9178 |
208
- | No log | 8.7222 | 314 | 0.9862 | 0.1955 | 0.9862 | 0.9931 |
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- | No log | 8.7778 | 316 | 1.0790 | 0.2227 | 1.0790 | 1.0388 |
210
- | No log | 8.8333 | 318 | 1.0292 | 0.2211 | 1.0292 | 1.0145 |
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- | No log | 8.8889 | 320 | 0.8712 | 0.3032 | 0.8712 | 0.9334 |
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- | No log | 8.9444 | 322 | 0.8278 | 0.3099 | 0.8278 | 0.9099 |
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- | No log | 9.0 | 324 | 0.9039 | 0.2574 | 0.9039 | 0.9507 |
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- | No log | 9.0556 | 326 | 1.1001 | 0.1747 | 1.1001 | 1.0489 |
215
- | No log | 9.1111 | 328 | 1.2890 | 0.1782 | 1.2890 | 1.1353 |
216
- | No log | 9.1667 | 330 | 1.2317 | 0.1713 | 1.2317 | 1.1098 |
217
- | No log | 9.2222 | 332 | 1.0792 | 0.1535 | 1.0792 | 1.0388 |
218
- | No log | 9.2778 | 334 | 1.0132 | 0.2410 | 1.0132 | 1.0066 |
219
- | No log | 9.3333 | 336 | 1.0070 | 0.2142 | 1.0070 | 1.0035 |
220
- | No log | 9.3889 | 338 | 0.9518 | 0.2574 | 0.9518 | 0.9756 |
221
- | No log | 9.4444 | 340 | 0.9171 | 0.2574 | 0.9171 | 0.9576 |
222
- | No log | 9.5 | 342 | 0.9966 | 0.2142 | 0.9966 | 0.9983 |
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- | No log | 9.5556 | 344 | 1.1289 | 0.0922 | 1.1289 | 1.0625 |
224
- | No log | 9.6111 | 346 | 1.1410 | 0.1428 | 1.1410 | 1.0682 |
225
- | No log | 9.6667 | 348 | 1.0579 | 0.1651 | 1.0579 | 1.0285 |
226
- | No log | 9.7222 | 350 | 0.9280 | 0.2574 | 0.9280 | 0.9633 |
227
- | No log | 9.7778 | 352 | 0.8153 | 0.2817 | 0.8153 | 0.9029 |
228
- | No log | 9.8333 | 354 | 0.8298 | 0.3099 | 0.8298 | 0.9109 |
229
- | No log | 9.8889 | 356 | 0.9111 | 0.2632 | 0.9111 | 0.9545 |
230
- | No log | 9.9444 | 358 | 1.0498 | 0.1274 | 1.0498 | 1.0246 |
231
- | No log | 10.0 | 360 | 1.1423 | 0.0925 | 1.1423 | 1.0688 |
232
- | No log | 10.0556 | 362 | 1.1792 | 0.1428 | 1.1792 | 1.0859 |
233
- | No log | 10.1111 | 364 | 1.1351 | 0.1671 | 1.1351 | 1.0654 |
234
- | No log | 10.1667 | 366 | 0.9722 | 0.1651 | 0.9722 | 0.9860 |
235
- | No log | 10.2222 | 368 | 0.9110 | 0.2632 | 0.9110 | 0.9545 |
236
- | No log | 10.2778 | 370 | 0.8750 | 0.3099 | 0.8750 | 0.9354 |
237
- | No log | 10.3333 | 372 | 0.8906 | 0.2632 | 0.8906 | 0.9437 |
238
- | No log | 10.3889 | 374 | 0.9819 | 0.2000 | 0.9819 | 0.9909 |
239
- | No log | 10.4444 | 376 | 1.1085 | 0.2504 | 1.1085 | 1.0529 |
240
- | No log | 10.5 | 378 | 1.1522 | 0.2183 | 1.1522 | 1.0734 |
241
- | No log | 10.5556 | 380 | 1.1208 | 0.0896 | 1.1208 | 1.0587 |
242
- | No log | 10.6111 | 382 | 1.0033 | 0.2358 | 1.0033 | 1.0016 |
243
- | No log | 10.6667 | 384 | 0.9860 | 0.2046 | 0.9860 | 0.9930 |
244
- | No log | 10.7222 | 386 | 1.0337 | 0.1651 | 1.0337 | 1.0167 |
245
- | No log | 10.7778 | 388 | 1.1224 | 0.1210 | 1.1224 | 1.0594 |
246
- | No log | 10.8333 | 390 | 1.1100 | 0.0894 | 1.1100 | 1.0536 |
247
- | No log | 10.8889 | 392 | 1.1468 | 0.1147 | 1.1468 | 1.0709 |
248
- | No log | 10.9444 | 394 | 1.2221 | 0.1028 | 1.2221 | 1.1055 |
249
- | No log | 11.0 | 396 | 1.1631 | 0.0812 | 1.1631 | 1.0785 |
250
- | No log | 11.0556 | 398 | 1.0077 | 0.1612 | 1.0077 | 1.0038 |
251
- | No log | 11.1111 | 400 | 0.9431 | 0.2410 | 0.9431 | 0.9711 |
252
- | No log | 11.1667 | 402 | 0.9066 | 0.2012 | 0.9066 | 0.9522 |
253
- | No log | 11.2222 | 404 | 0.8678 | 0.2171 | 0.8678 | 0.9315 |
254
- | No log | 11.2778 | 406 | 0.9077 | 0.2754 | 0.9077 | 0.9528 |
255
- | No log | 11.3333 | 408 | 1.0498 | 0.0953 | 1.0498 | 1.0246 |
256
- | No log | 11.3889 | 410 | 1.2073 | 0.1230 | 1.2073 | 1.0988 |
257
- | No log | 11.4444 | 412 | 1.1888 | 0.1003 | 1.1888 | 1.0903 |
258
- | No log | 11.5 | 414 | 1.0647 | 0.1528 | 1.0647 | 1.0318 |
259
- | No log | 11.5556 | 416 | 0.9555 | 0.2518 | 0.9555 | 0.9775 |
260
- | No log | 11.6111 | 418 | 0.8907 | 0.2692 | 0.8907 | 0.9438 |
261
- | No log | 11.6667 | 420 | 0.8318 | 0.2692 | 0.8318 | 0.9120 |
262
- | No log | 11.7222 | 422 | 0.8662 | 0.2692 | 0.8662 | 0.9307 |
263
- | No log | 11.7778 | 424 | 0.9815 | 0.2410 | 0.9815 | 0.9907 |
264
- | No log | 11.8333 | 426 | 1.1288 | 0.1870 | 1.1288 | 1.0625 |
265
- | No log | 11.8889 | 428 | 1.1478 | 0.1870 | 1.1478 | 1.0713 |
266
- | No log | 11.9444 | 430 | 1.0221 | 0.1984 | 1.0221 | 1.0110 |
267
- | No log | 12.0 | 432 | 0.8598 | 0.2409 | 0.8598 | 0.9272 |
268
- | No log | 12.0556 | 434 | 0.8056 | 0.2467 | 0.8056 | 0.8975 |
269
- | No log | 12.1111 | 436 | 0.8468 | 0.2409 | 0.8468 | 0.9202 |
270
- | No log | 12.1667 | 438 | 1.0492 | 0.1274 | 1.0492 | 1.0243 |
271
- | No log | 12.2222 | 440 | 1.4516 | 0.1335 | 1.4516 | 1.2048 |
272
- | No log | 12.2778 | 442 | 1.9150 | 0.0734 | 1.9150 | 1.3838 |
273
- | No log | 12.3333 | 444 | 1.9615 | 0.1082 | 1.9615 | 1.4005 |
274
- | No log | 12.3889 | 446 | 1.6933 | 0.0389 | 1.6933 | 1.3013 |
275
- | No log | 12.4444 | 448 | 1.2755 | 0.1748 | 1.2755 | 1.1294 |
276
- | No log | 12.5 | 450 | 0.9716 | 0.2463 | 0.9716 | 0.9857 |
277
- | No log | 12.5556 | 452 | 0.8897 | 0.2754 | 0.8897 | 0.9432 |
278
- | No log | 12.6111 | 454 | 0.9333 | 0.2518 | 0.9333 | 0.9661 |
279
- | No log | 12.6667 | 456 | 1.0123 | 0.1955 | 1.0123 | 1.0061 |
280
- | No log | 12.7222 | 458 | 1.0906 | 0.2412 | 1.0906 | 1.0443 |
281
- | No log | 12.7778 | 460 | 1.0808 | 0.3059 | 1.0808 | 1.0396 |
282
- | No log | 12.8333 | 462 | 1.0398 | 0.2651 | 1.0398 | 1.0197 |
283
- | No log | 12.8889 | 464 | 0.9541 | 0.2410 | 0.9541 | 0.9768 |
284
- | No log | 12.9444 | 466 | 0.9342 | 0.2843 | 0.9342 | 0.9665 |
285
- | No log | 13.0 | 468 | 0.8926 | 0.3099 | 0.8926 | 0.9448 |
286
- | No log | 13.0556 | 470 | 0.8552 | 0.2883 | 0.8552 | 0.9247 |
287
- | No log | 13.1111 | 472 | 0.8644 | 0.2883 | 0.8644 | 0.9298 |
288
- | No log | 13.1667 | 474 | 0.8860 | 0.2817 | 0.8860 | 0.9413 |
289
- | No log | 13.2222 | 476 | 0.8897 | 0.3099 | 0.8897 | 0.9432 |
290
- | No log | 13.2778 | 478 | 0.9137 | 0.3099 | 0.9137 | 0.9559 |
291
- | No log | 13.3333 | 480 | 0.9541 | 0.2244 | 0.9541 | 0.9768 |
292
- | No log | 13.3889 | 482 | 0.9717 | 0.2410 | 0.9717 | 0.9858 |
293
- | No log | 13.4444 | 484 | 1.0191 | 0.1651 | 1.0191 | 1.0095 |
294
- | No log | 13.5 | 486 | 1.0779 | 0.2756 | 1.0779 | 1.0382 |
295
- | No log | 13.5556 | 488 | 1.1276 | 0.2271 | 1.1276 | 1.0619 |
296
- | No log | 13.6111 | 490 | 1.0860 | 0.2211 | 1.0860 | 1.0421 |
297
- | No log | 13.6667 | 492 | 1.0489 | 0.2211 | 1.0489 | 1.0241 |
298
- | No log | 13.7222 | 494 | 1.0026 | 0.2259 | 1.0026 | 1.0013 |
299
- | No log | 13.7778 | 496 | 0.9486 | 0.2142 | 0.9486 | 0.9740 |
300
- | No log | 13.8333 | 498 | 0.9370 | 0.2518 | 0.9370 | 0.9680 |
301
- | 0.2784 | 13.8889 | 500 | 0.9368 | 0.2518 | 0.9368 | 0.9679 |
302
- | 0.2784 | 13.9444 | 502 | 0.9411 | 0.2410 | 0.9411 | 0.9701 |
303
- | 0.2784 | 14.0 | 504 | 0.9108 | 0.2843 | 0.9108 | 0.9543 |
304
- | 0.2784 | 14.0556 | 506 | 0.8878 | 0.2632 | 0.8878 | 0.9422 |
305
- | 0.2784 | 14.1111 | 508 | 0.9087 | 0.3425 | 0.9087 | 0.9533 |
306
- | 0.2784 | 14.1667 | 510 | 0.9216 | 0.3425 | 0.9216 | 0.9600 |
307
- | 0.2784 | 14.2222 | 512 | 0.8934 | 0.2843 | 0.8934 | 0.9452 |
308
- | 0.2784 | 14.2778 | 514 | 0.8573 | 0.2754 | 0.8573 | 0.9259 |
309
- | 0.2784 | 14.3333 | 516 | 0.8406 | 0.2817 | 0.8406 | 0.9168 |
310
- | 0.2784 | 14.3889 | 518 | 0.8511 | 0.2754 | 0.8511 | 0.9225 |
311
- | 0.2784 | 14.4444 | 520 | 0.8435 | 0.2754 | 0.8435 | 0.9184 |
312
- | 0.2784 | 14.5 | 522 | 0.8895 | 0.2632 | 0.8895 | 0.9432 |
313
- | 0.2784 | 14.5556 | 524 | 0.9061 | 0.2632 | 0.9061 | 0.9519 |
314
- | 0.2784 | 14.6111 | 526 | 0.8464 | 0.2817 | 0.8464 | 0.9200 |
315
- | 0.2784 | 14.6667 | 528 | 0.8165 | 0.2950 | 0.8165 | 0.9036 |
316
- | 0.2784 | 14.7222 | 530 | 0.8079 | 0.2950 | 0.8079 | 0.8988 |
317
- | 0.2784 | 14.7778 | 532 | 0.8283 | 0.2883 | 0.8283 | 0.9101 |
318
- | 0.2784 | 14.8333 | 534 | 0.8478 | 0.2883 | 0.8478 | 0.9208 |
319
- | 0.2784 | 14.8889 | 536 | 0.8530 | 0.2883 | 0.8530 | 0.9236 |
320
- | 0.2784 | 14.9444 | 538 | 0.8483 | 0.2883 | 0.8483 | 0.9210 |
321
- | 0.2784 | 15.0 | 540 | 0.8680 | 0.2883 | 0.8680 | 0.9317 |
322
- | 0.2784 | 15.0556 | 542 | 0.8580 | 0.2883 | 0.8580 | 0.9263 |
323
- | 0.2784 | 15.1111 | 544 | 0.8494 | 0.2883 | 0.8494 | 0.9216 |
324
- | 0.2784 | 15.1667 | 546 | 0.9052 | 0.2632 | 0.9052 | 0.9514 |
325
- | 0.2784 | 15.2222 | 548 | 0.9444 | 0.2193 | 0.9444 | 0.9718 |
326
- | 0.2784 | 15.2778 | 550 | 0.8930 | 0.2692 | 0.8930 | 0.9450 |
327
- | 0.2784 | 15.3333 | 552 | 0.8648 | 0.2409 | 0.8648 | 0.9299 |
328
- | 0.2784 | 15.3889 | 554 | 0.8311 | 0.2883 | 0.8311 | 0.9116 |
329
- | 0.2784 | 15.4444 | 556 | 0.8137 | 0.2883 | 0.8137 | 0.9021 |
330
- | 0.2784 | 15.5 | 558 | 0.8499 | 0.2817 | 0.8499 | 0.9219 |
331
- | 0.2784 | 15.5556 | 560 | 0.9351 | 0.2193 | 0.9351 | 0.9670 |
332
- | 0.2784 | 15.6111 | 562 | 1.0795 | 0.2833 | 1.0795 | 1.0390 |
333
- | 0.2784 | 15.6667 | 564 | 1.2188 | 0.1784 | 1.2188 | 1.1040 |
334
- | 0.2784 | 15.7222 | 566 | 1.2106 | 0.1784 | 1.2106 | 1.1003 |
335
- | 0.2784 | 15.7778 | 568 | 1.0599 | 0.1775 | 1.0599 | 1.0295 |
336
- | 0.2784 | 15.8333 | 570 | 0.8991 | 0.2352 | 0.8991 | 0.9482 |
337
- | 0.2784 | 15.8889 | 572 | 0.8064 | 0.2527 | 0.8064 | 0.8980 |
338
- | 0.2784 | 15.9444 | 574 | 0.8060 | 0.2527 | 0.8060 | 0.8978 |
339
- | 0.2784 | 16.0 | 576 | 0.8891 | 0.2297 | 0.8891 | 0.9429 |
340
- | 0.2784 | 16.0556 | 578 | 0.9698 | 0.2211 | 0.9698 | 0.9848 |
341
- | 0.2784 | 16.1111 | 580 | 1.0916 | 0.2504 | 1.0916 | 1.0448 |
342
- | 0.2784 | 16.1667 | 582 | 1.2111 | 0.1832 | 1.2111 | 1.1005 |
343
- | 0.2784 | 16.2222 | 584 | 1.2621 | 0.2059 | 1.2621 | 1.1234 |
344
 
345
 
346
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_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_run1_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: 1.3320
19
+ - Qwk: 0.1001
20
+ - Mse: 1.3320
21
+ - Rmse: 1.1541
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 | 1.1554 | -0.0579 | 1.1554 | 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 | 1.0773 |
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 | 1.1166 | -0.1355 | 1.1166 | 1.0567 |
81
+ | No log | 1.5789 | 60 | 1.0974 | -0.1120 | 1.0974 | 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 | 1.4591 | -0.1956 | 1.4591 | 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 | 1.1812 |
88
+ | No log | 1.9474 | 74 | 1.4090 | -0.1745 | 1.4090 | 1.1870 |
89
+ | No log | 2.0 | 76 | 1.4591 | -0.1263 | 1.4591 | 1.2079 |
90
+ | No log | 2.0526 | 78 | 1.6217 | -0.0934 | 1.6217 | 1.2735 |
91
+ | No log | 2.1053 | 80 | 1.6124 | -0.0973 | 1.6124 | 1.2698 |
92
+ | No log | 2.1579 | 82 | 1.4721 | -0.0703 | 1.4721 | 1.2133 |
93
+ | No log | 2.2105 | 84 | 1.3865 | -0.0980 | 1.3865 | 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 | 1.1139 | 0.0162 | 1.1139 | 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 | 1.3301 | 0.1004 | 1.3301 | 1.1533 |
103
+ | No log | 2.7368 | 104 | 1.4542 | 0.0633 | 1.4542 | 1.2059 |
104
+ | No log | 2.7895 | 106 | 1.2951 | 0.1479 | 1.2951 | 1.1380 |
105
+ | No log | 2.8421 | 108 | 1.0957 | 0.0378 | 1.0957 | 1.0468 |
106
+ | No log | 2.8947 | 110 | 1.1456 | 0.0327 | 1.1456 | 1.0703 |
107
+ | No log | 2.9474 | 112 | 1.3363 | 0.0900 | 1.3363 | 1.1560 |
108
+ | No log | 3.0 | 114 | 1.4209 | 0.1093 | 1.4209 | 1.1920 |
109
+ | No log | 3.0526 | 116 | 1.3002 | 0.0849 | 1.3002 | 1.1403 |
110
+ | No log | 3.1053 | 118 | 1.2707 | -0.0670 | 1.2707 | 1.1272 |
111
+ | No log | 3.1579 | 120 | 1.2686 | 0.0155 | 1.2686 | 1.1263 |
112
+ | No log | 3.2105 | 122 | 1.3567 | 0.0802 | 1.3567 | 1.1648 |
113
+ | No log | 3.2632 | 124 | 1.4959 | 0.1244 | 1.4959 | 1.2231 |
114
+ | No log | 3.3158 | 126 | 1.4456 | 0.0881 | 1.4456 | 1.2023 |
115
+ | No log | 3.3684 | 128 | 1.3504 | 0.0979 | 1.3504 | 1.1621 |
116
+ | No log | 3.4211 | 130 | 1.2982 | 0.1031 | 1.2982 | 1.1394 |
117
+ | No log | 3.4737 | 132 | 1.1884 | -0.0025 | 1.1884 | 1.0901 |
118
+ | No log | 3.5263 | 134 | 1.1406 | -0.0025 | 1.1406 | 1.0680 |
119
+ | No log | 3.5789 | 136 | 1.1312 | -0.0347 | 1.1312 | 1.0636 |
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 | 1.4555 | 0.0791 | 1.4555 | 1.2064 |
123
+ | No log | 3.7895 | 144 | 1.2284 | 0.0122 | 1.2284 | 1.1083 |
124
+ | No log | 3.8421 | 146 | 1.1816 | 0.0184 | 1.1816 | 1.0870 |
125
+ | No log | 3.8947 | 148 | 1.2713 | -0.0557 | 1.2713 | 1.1275 |
126
+ | No log | 3.9474 | 150 | 1.5083 | 0.1044 | 1.5083 | 1.2281 |
127
+ | No log | 4.0 | 152 | 1.7622 | 0.1336 | 1.7622 | 1.3275 |
128
+ | No log | 4.0526 | 154 | 1.6803 | 0.0240 | 1.6803 | 1.2963 |
129
+ | No log | 4.1053 | 156 | 1.3439 | 0.1146 | 1.3439 | 1.1593 |
130
+ | No log | 4.1579 | 158 | 1.0602 | -0.0619 | 1.0602 | 1.0297 |
131
+ | No log | 4.2105 | 160 | 1.0328 | -0.0826 | 1.0328 | 1.0163 |
132
+ | No log | 4.2632 | 162 | 1.0056 | 0.0255 | 1.0056 | 1.0028 |
133
+ | No log | 4.3158 | 164 | 1.0871 | 0.0653 | 1.0871 | 1.0427 |
134
+ | No log | 4.3684 | 166 | 1.3048 | -0.0391 | 1.3048 | 1.1423 |
135
+ | No log | 4.4211 | 168 | 1.3958 | -0.0391 | 1.3958 | 1.1815 |
136
+ | No log | 4.4737 | 170 | 1.3018 | -0.0027 | 1.3018 | 1.1410 |
137
+ | No log | 4.5263 | 172 | 1.2037 | 0.0218 | 1.2037 | 1.0971 |
138
+ | No log | 4.5789 | 174 | 1.2561 | -0.0137 | 1.2561 | 1.1208 |
139
+ | No log | 4.6316 | 176 | 1.4058 | 0.0736 | 1.4058 | 1.1856 |
140
+ | No log | 4.6842 | 178 | 1.4793 | 0.0399 | 1.4793 | 1.2163 |
141
+ | No log | 4.7368 | 180 | 1.5743 | -0.0149 | 1.5743 | 1.2547 |
142
+ | No log | 4.7895 | 182 | 1.5509 | -0.0149 | 1.5509 | 1.2454 |
143
+ | No log | 4.8421 | 184 | 1.5264 | 0.0353 | 1.5264 | 1.2355 |
144
+ | No log | 4.8947 | 186 | 1.3541 | 0.0838 | 1.3541 | 1.1637 |
145
+ | No log | 4.9474 | 188 | 1.2256 | -0.0383 | 1.2256 | 1.1071 |
146
+ | No log | 5.0 | 190 | 1.1887 | -0.0383 | 1.1887 | 1.0903 |
147
+ | No log | 5.0526 | 192 | 1.2135 | 0.0829 | 1.2135 | 1.1016 |
148
+ | No log | 5.1053 | 194 | 1.3819 | 0.1568 | 1.3819 | 1.1755 |
149
+ | No log | 5.1579 | 196 | 1.4520 | 0.1272 | 1.4520 | 1.2050 |
150
+ | No log | 5.2105 | 198 | 1.3716 | 0.0727 | 1.3716 | 1.1712 |
151
+ | No log | 5.2632 | 200 | 1.3325 | 0.0347 | 1.3325 | 1.1543 |
152
+ | No log | 5.3158 | 202 | 1.4383 | 0.1093 | 1.4383 | 1.1993 |
153
+ | No log | 5.3684 | 204 | 1.4776 | 0.0995 | 1.4776 | 1.2155 |
154
+ | No log | 5.4211 | 206 | 1.5165 | 0.1364 | 1.5165 | 1.2315 |
155
+ | No log | 5.4737 | 208 | 1.3261 | 0.1591 | 1.3261 | 1.1516 |
156
+ | No log | 5.5263 | 210 | 1.2516 | 0.1422 | 1.2516 | 1.1188 |
157
+ | No log | 5.5789 | 212 | 1.3070 | 0.1115 | 1.3070 | 1.1432 |
158
+ | No log | 5.6316 | 214 | 1.4062 | 0.0704 | 1.4062 | 1.1858 |
159
+ | No log | 5.6842 | 216 | 1.5987 | 0.0971 | 1.5987 | 1.2644 |
160
+ | No log | 5.7368 | 218 | 1.5846 | 0.0784 | 1.5846 | 1.2588 |
161
+ | No log | 5.7895 | 220 | 1.3652 | 0.0648 | 1.3652 | 1.1684 |
162
+ | No log | 5.8421 | 222 | 1.0989 | 0.0683 | 1.0989 | 1.0483 |
163
+ | No log | 5.8947 | 224 | 1.0070 | -0.0548 | 1.0070 | 1.0035 |
164
+ | No log | 5.9474 | 226 | 0.9901 | -0.0232 | 0.9901 | 0.9950 |
165
+ | No log | 6.0 | 228 | 1.0537 | 0.0683 | 1.0537 | 1.0265 |
166
+ | No log | 6.0526 | 230 | 1.2363 | 0.1356 | 1.2363 | 1.1119 |
167
+ | No log | 6.1053 | 232 | 1.3184 | 0.0676 | 1.3184 | 1.1482 |
168
+ | No log | 6.1579 | 234 | 1.2031 | 0.1557 | 1.2031 | 1.0969 |
169
+ | No log | 6.2105 | 236 | 1.1048 | 0.0293 | 1.1048 | 1.0511 |
170
+ | No log | 6.2632 | 238 | 1.0699 | -0.0566 | 1.0699 | 1.0343 |
171
+ | No log | 6.3158 | 240 | 1.0953 | 0.0332 | 1.0953 | 1.0466 |
172
+ | No log | 6.3684 | 242 | 1.1938 | 0.1557 | 1.1938 | 1.0926 |
173
+ | No log | 6.4211 | 244 | 1.1167 | 0.1623 | 1.1167 | 1.0567 |
174
+ | No log | 6.4737 | 246 | 1.0038 | 0.1285 | 1.0038 | 1.0019 |
175
+ | No log | 6.5263 | 248 | 1.0385 | 0.2358 | 1.0385 | 1.0191 |
176
+ | No log | 6.5789 | 250 | 1.2463 | 0.1260 | 1.2463 | 1.1164 |
177
+ | No log | 6.6316 | 252 | 1.3341 | 0.0852 | 1.3341 | 1.1550 |
178
+ | No log | 6.6842 | 254 | 1.2654 | 0.1262 | 1.2654 | 1.1249 |
179
+ | No log | 6.7368 | 256 | 1.1416 | 0.2358 | 1.1416 | 1.0685 |
180
+ | No log | 6.7895 | 258 | 1.1697 | 0.1422 | 1.1697 | 1.0815 |
181
+ | No log | 6.8421 | 260 | 1.2146 | -0.0280 | 1.2146 | 1.1021 |
182
+ | No log | 6.8947 | 262 | 1.2985 | 0.0784 | 1.2985 | 1.1395 |
183
+ | No log | 6.9474 | 264 | 1.3877 | 0.0553 | 1.3877 | 1.1780 |
184
+ | No log | 7.0 | 266 | 1.4555 | 0.0468 | 1.4555 | 1.2064 |
185
+ | No log | 7.0526 | 268 | 1.5085 | 0.0380 | 1.5085 | 1.2282 |
186
+ | No log | 7.1053 | 270 | 1.4206 | 0.0250 | 1.4206 | 1.1919 |
187
+ | No log | 7.1579 | 272 | 1.3622 | 0.0250 | 1.3622 | 1.1671 |
188
+ | No log | 7.2105 | 274 | 1.3214 | 0.1389 | 1.3214 | 1.1495 |
189
+ | No log | 7.2632 | 276 | 1.3251 | 0.1583 | 1.3251 | 1.1511 |
190
+ | No log | 7.3158 | 278 | 1.2972 | 0.1457 | 1.2972 | 1.1390 |
191
+ | No log | 7.3684 | 280 | 1.3482 | 0.1417 | 1.3482 | 1.1611 |
192
+ | No log | 7.4211 | 282 | 1.3706 | 0.0778 | 1.3706 | 1.1707 |
193
+ | No log | 7.4737 | 284 | 1.3768 | 0.0547 | 1.3768 | 1.1734 |
194
+ | No log | 7.5263 | 286 | 1.4180 | 0.0484 | 1.4180 | 1.1908 |
195
+ | No log | 7.5789 | 288 | 1.3911 | 0.0561 | 1.3911 | 1.1794 |
196
+ | No log | 7.6316 | 290 | 1.4432 | 0.0709 | 1.4432 | 1.2013 |
197
+ | No log | 7.6842 | 292 | 1.6881 | 0.1075 | 1.6881 | 1.2993 |
198
+ | No log | 7.7368 | 294 | 1.8291 | -0.0000 | 1.8291 | 1.3524 |
199
+ | No log | 7.7895 | 296 | 1.8516 | 0.0225 | 1.8516 | 1.3607 |
200
+ | No log | 7.8421 | 298 | 1.5830 | 0.0472 | 1.5830 | 1.2582 |
201
+ | No log | 7.8947 | 300 | 1.3361 | 0.1704 | 1.3361 | 1.1559 |
202
+ | No log | 7.9474 | 302 | 1.2760 | 0.1451 | 1.2760 | 1.1296 |
203
+ | No log | 8.0 | 304 | 1.2937 | 0.1485 | 1.2937 | 1.1374 |
204
+ | No log | 8.0526 | 306 | 1.3282 | 0.1348 | 1.3282 | 1.1525 |
205
+ | No log | 8.1053 | 308 | 1.4202 | 0.1018 | 1.4202 | 1.1917 |
206
+ | No log | 8.1579 | 310 | 1.4717 | 0.0971 | 1.4717 | 1.2131 |
207
+ | No log | 8.2105 | 312 | 1.3796 | 0.0898 | 1.3796 | 1.1746 |
208
+ | No log | 8.2632 | 314 | 1.2494 | 0.1528 | 1.2494 | 1.1178 |
209
+ | No log | 8.3158 | 316 | 1.1962 | 0.1632 | 1.1962 | 1.0937 |
210
+ | No log | 8.3684 | 318 | 1.2004 | 0.2287 | 1.2004 | 1.0956 |
211
+ | No log | 8.4211 | 320 | 1.3356 | 0.0977 | 1.3356 | 1.1557 |
212
+ | No log | 8.4737 | 322 | 1.4248 | 0.0835 | 1.4248 | 1.1936 |
213
+ | No log | 8.5263 | 324 | 1.3761 | 0.1383 | 1.3761 | 1.1731 |
214
+ | No log | 8.5789 | 326 | 1.3142 | 0.1352 | 1.3142 | 1.1464 |
215
+ | No log | 8.6316 | 328 | 1.3028 | 0.1689 | 1.3028 | 1.1414 |
216
+ | No log | 8.6842 | 330 | 1.3180 | 0.1317 | 1.3180 | 1.1481 |
217
+ | No log | 8.7368 | 332 | 1.2313 | 0.1803 | 1.2313 | 1.1096 |
218
+ | No log | 8.7895 | 334 | 1.1812 | 0.1843 | 1.1812 | 1.0869 |
219
+ | No log | 8.8421 | 336 | 1.1368 | 0.1897 | 1.1368 | 1.0662 |
220
+ | No log | 8.8947 | 338 | 1.2016 | 0.2437 | 1.2016 | 1.0962 |
221
+ | No log | 8.9474 | 340 | 1.2842 | 0.1646 | 1.2842 | 1.1332 |
222
+ | No log | 9.0 | 342 | 1.2743 | 0.1646 | 1.2743 | 1.1288 |
223
+ | No log | 9.0526 | 344 | 1.1670 | 0.2075 | 1.1670 | 1.0803 |
224
+ | No log | 9.1053 | 346 | 1.1515 | 0.2297 | 1.1515 | 1.0731 |
225
+ | No log | 9.1579 | 348 | 1.2459 | 0.1896 | 1.2459 | 1.1162 |
226
+ | No log | 9.2105 | 350 | 1.4506 | 0.1823 | 1.4506 | 1.2044 |
227
+ | No log | 9.2632 | 352 | 1.7308 | 0.1500 | 1.7308 | 1.3156 |
228
+ | No log | 9.3158 | 354 | 1.6680 | 0.1233 | 1.6680 | 1.2915 |
229
+ | No log | 9.3684 | 356 | 1.4124 | 0.1814 | 1.4124 | 1.1885 |
230
+ | No log | 9.4211 | 358 | 1.2230 | 0.2252 | 1.2230 | 1.1059 |
231
+ | No log | 9.4737 | 360 | 1.1022 | 0.1077 | 1.1022 | 1.0499 |
232
+ | No log | 9.5263 | 362 | 1.0707 | 0.1501 | 1.0707 | 1.0348 |
233
+ | No log | 9.5789 | 364 | 1.1843 | 0.2075 | 1.1843 | 1.0882 |
234
+ | No log | 9.6316 | 366 | 1.3572 | 0.1205 | 1.3572 | 1.1650 |
235
+ | No log | 9.6842 | 368 | 1.4103 | 0.1367 | 1.4103 | 1.1876 |
236
+ | No log | 9.7368 | 370 | 1.3123 | 0.2079 | 1.3123 | 1.1456 |
237
+ | No log | 9.7895 | 372 | 1.1896 | 0.1374 | 1.1896 | 1.0907 |
238
+ | No log | 9.8421 | 374 | 1.1201 | 0.0034 | 1.1201 | 1.0583 |
239
+ | No log | 9.8947 | 376 | 1.1561 | 0.1178 | 1.1561 | 1.0752 |
240
+ | No log | 9.9474 | 378 | 1.2647 | 0.1356 | 1.2647 | 1.1246 |
241
+ | No log | 10.0 | 380 | 1.3433 | 0.1646 | 1.3433 | 1.1590 |
242
+ | No log | 10.0526 | 382 | 1.3745 | 0.1367 | 1.3745 | 1.1724 |
243
+ | No log | 10.1053 | 384 | 1.3031 | 0.1427 | 1.3031 | 1.1415 |
244
+ | No log | 10.1579 | 386 | 1.2048 | 0.2316 | 1.2048 | 1.0976 |
245
+ | No log | 10.2105 | 388 | 1.1644 | 0.1612 | 1.1644 | 1.0791 |
246
+ | No log | 10.2632 | 390 | 1.1378 | 0.1110 | 1.1378 | 1.0667 |
247
+ | No log | 10.3158 | 392 | 1.1937 | 0.2059 | 1.1937 | 1.0926 |
248
+ | No log | 10.3684 | 394 | 1.3514 | 0.1275 | 1.3514 | 1.1625 |
249
+ | No log | 10.4211 | 396 | 1.5207 | 0.0655 | 1.5207 | 1.2332 |
250
+ | No log | 10.4737 | 398 | 1.4900 | 0.0501 | 1.4900 | 1.2207 |
251
+ | No log | 10.5263 | 400 | 1.3108 | 0.1367 | 1.3108 | 1.1449 |
252
+ | No log | 10.5789 | 402 | 1.1344 | 0.2308 | 1.1344 | 1.0651 |
253
+ | No log | 10.6316 | 404 | 1.0589 | 0.1777 | 1.0589 | 1.0290 |
254
+ | No log | 10.6842 | 406 | 1.0670 | 0.2046 | 1.0670 | 1.0330 |
255
+ | No log | 10.7368 | 408 | 1.1435 | 0.1869 | 1.1435 | 1.0693 |
256
+ | No log | 10.7895 | 410 | 1.2825 | 0.1453 | 1.2825 | 1.1325 |
257
+ | No log | 10.8421 | 412 | 1.4768 | 0.0655 | 1.4768 | 1.2152 |
258
+ | No log | 10.8947 | 414 | 1.5056 | 0.0886 | 1.5056 | 1.2270 |
259
+ | No log | 10.9474 | 416 | 1.3408 | 0.1144 | 1.3408 | 1.1579 |
260
+ | No log | 11.0 | 418 | 1.1903 | 0.1268 | 1.1903 | 1.0910 |
261
+ | No log | 11.0526 | 420 | 1.1302 | 0.1214 | 1.1302 | 1.0631 |
262
+ | No log | 11.1053 | 422 | 1.1357 | 0.1214 | 1.1357 | 1.0657 |
263
+ | No log | 11.1579 | 424 | 1.0860 | 0.0993 | 1.0860 | 1.0421 |
264
+ | No log | 11.2105 | 426 | 1.0449 | 0.1065 | 1.0449 | 1.0222 |
265
+ | No log | 11.2632 | 428 | 1.0439 | 0.0958 | 1.0439 | 1.0217 |
266
+ | No log | 11.3158 | 430 | 1.1372 | 0.2000 | 1.1372 | 1.0664 |
267
+ | No log | 11.3684 | 432 | 1.2060 | 0.2141 | 1.2060 | 1.0982 |
268
+ | No log | 11.4211 | 434 | 1.1978 | 0.2141 | 1.1978 | 1.0944 |
269
+ | No log | 11.4737 | 436 | 1.1344 | 0.1911 | 1.1344 | 1.0651 |
270
+ | No log | 11.5263 | 438 | 1.1100 | 0.1461 | 1.1100 | 1.0536 |
271
+ | No log | 11.5789 | 440 | 1.1852 | 0.1238 | 1.1852 | 1.0887 |
272
+ | No log | 11.6316 | 442 | 1.3966 | 0.1441 | 1.3966 | 1.1818 |
273
+ | No log | 11.6842 | 444 | 1.5455 | 0.1517 | 1.5455 | 1.2432 |
274
+ | No log | 11.7368 | 446 | 1.5357 | 0.1517 | 1.5357 | 1.2392 |
275
+ | No log | 11.7895 | 448 | 1.3559 | 0.1525 | 1.3559 | 1.1644 |
276
+ | No log | 11.8421 | 450 | 1.2280 | 0.0957 | 1.2280 | 1.1081 |
277
+ | No log | 11.8947 | 452 | 1.2340 | 0.1204 | 1.2340 | 1.1109 |
278
+ | No log | 11.9474 | 454 | 1.3519 | 0.2006 | 1.3519 | 1.1627 |
279
+ | No log | 12.0 | 456 | 1.3965 | 0.1679 | 1.3965 | 1.1817 |
280
+ | No log | 12.0526 | 458 | 1.2843 | 0.1795 | 1.2843 | 1.1333 |
281
+ | No log | 12.1053 | 460 | 1.1061 | 0.1312 | 1.1061 | 1.0517 |
282
+ | No log | 12.1579 | 462 | 1.0343 | 0.1493 | 1.0343 | 1.0170 |
283
+ | No log | 12.2105 | 464 | 1.0546 | 0.1144 | 1.0546 | 1.0269 |
284
+ | No log | 12.2632 | 466 | 1.1759 | 0.1348 | 1.1759 | 1.0844 |
285
+ | No log | 12.3158 | 468 | 1.4243 | 0.1679 | 1.4243 | 1.1934 |
286
+ | No log | 12.3684 | 470 | 1.6264 | 0.0811 | 1.6264 | 1.2753 |
287
+ | No log | 12.4211 | 472 | 1.6161 | 0.0777 | 1.6161 | 1.2713 |
288
+ | No log | 12.4737 | 474 | 1.4058 | 0.2264 | 1.4058 | 1.1857 |
289
+ | No log | 12.5263 | 476 | 1.4428 | 0.2177 | 1.4428 | 1.2012 |
290
+ | No log | 12.5789 | 478 | 1.4091 | 0.2177 | 1.4092 | 1.1871 |
291
+ | No log | 12.6316 | 480 | 1.3918 | 0.2177 | 1.3918 | 1.1797 |
292
+ | No log | 12.6842 | 482 | 1.3376 | 0.1739 | 1.3376 | 1.1566 |
293
+ | No log | 12.7368 | 484 | 1.1680 | 0.1110 | 1.1680 | 1.0807 |
294
+ | No log | 12.7895 | 486 | 1.1449 | 0.0829 | 1.1449 | 1.0700 |
295
+ | No log | 12.8421 | 488 | 1.2148 | 0.1827 | 1.2148 | 1.1022 |
296
+ | No log | 12.8947 | 490 | 1.4670 | 0.0849 | 1.4670 | 1.2112 |
297
+ | No log | 12.9474 | 492 | 1.7159 | 0.0632 | 1.7159 | 1.3099 |
298
+ | No log | 13.0 | 494 | 1.6942 | 0.0465 | 1.6942 | 1.3016 |
299
+ | No log | 13.0526 | 496 | 1.5254 | 0.0551 | 1.5254 | 1.2351 |
300
+ | No log | 13.1053 | 498 | 1.3035 | 0.1499 | 1.3035 | 1.1417 |
301
+ | 0.3298 | 13.1579 | 500 | 1.2206 | 0.1348 | 1.2206 | 1.1048 |
302
+ | 0.3298 | 13.2105 | 502 | 1.2353 | 0.1348 | 1.2353 | 1.1114 |
303
+ | 0.3298 | 13.2632 | 504 | 1.2842 | 0.1737 | 1.2842 | 1.1332 |
304
+ | 0.3298 | 13.3158 | 506 | 1.4575 | 0.0770 | 1.4575 | 1.2073 |
305
+ | 0.3298 | 13.3684 | 508 | 1.5466 | 0.0888 | 1.5466 | 1.2436 |
306
+ | 0.3298 | 13.4211 | 510 | 1.4426 | 0.0770 | 1.4426 | 1.2011 |
307
+ | 0.3298 | 13.4737 | 512 | 1.2684 | 0.1352 | 1.2684 | 1.1262 |
308
+ | 0.3298 | 13.5263 | 514 | 1.2151 | 0.1940 | 1.2151 | 1.1023 |
309
+ | 0.3298 | 13.5789 | 516 | 1.2254 | 0.1557 | 1.2254 | 1.1070 |
310
+ | 0.3298 | 13.6316 | 518 | 1.2575 | 0.2437 | 1.2575 | 1.1214 |
311
+ | 0.3298 | 13.6842 | 520 | 1.3222 | 0.1784 | 1.3222 | 1.1499 |
312
+ | 0.3298 | 13.7368 | 522 | 1.2983 | 0.1784 | 1.2983 | 1.1394 |
313
+ | 0.3298 | 13.7895 | 524 | 1.3175 | 0.1784 | 1.3175 | 1.1478 |
314
+ | 0.3298 | 13.8421 | 526 | 1.3509 | 0.1490 | 1.3509 | 1.1623 |
315
+ | 0.3298 | 13.8947 | 528 | 1.3431 | 0.1490 | 1.3431 | 1.1589 |
316
+ | 0.3298 | 13.9474 | 530 | 1.2071 | 0.2032 | 1.2071 | 1.0987 |
317
+ | 0.3298 | 14.0 | 532 | 1.1503 | 0.2119 | 1.1503 | 1.0725 |
318
+ | 0.3298 | 14.0526 | 534 | 1.2271 | 0.1949 | 1.2271 | 1.1078 |
319
+ | 0.3298 | 14.1053 | 536 | 1.4104 | 0.0826 | 1.4104 | 1.1876 |
320
+ | 0.3298 | 14.1579 | 538 | 1.6051 | 0.0267 | 1.6051 | 1.2669 |
321
+ | 0.3298 | 14.2105 | 540 | 1.5884 | 0.0290 | 1.5884 | 1.2603 |
322
+ | 0.3298 | 14.2632 | 542 | 1.4778 | 0.0803 | 1.4778 | 1.2157 |
323
+ | 0.3298 | 14.3158 | 544 | 1.2949 | 0.1530 | 1.2949 | 1.1379 |
324
+ | 0.3298 | 14.3684 | 546 | 1.1395 | 0.2411 | 1.1395 | 1.0675 |
325
+ | 0.3298 | 14.4211 | 548 | 1.1483 | 0.2164 | 1.1483 | 1.0716 |
326
+ | 0.3298 | 14.4737 | 550 | 1.2543 | 0.2529 | 1.2543 | 1.1199 |
327
+ | 0.3298 | 14.5263 | 552 | 1.4011 | 0.1119 | 1.4011 | 1.1837 |
328
+ | 0.3298 | 14.5789 | 554 | 1.4843 | 0.1019 | 1.4843 | 1.2183 |
329
+ | 0.3298 | 14.6316 | 556 | 1.4385 | 0.0855 | 1.4385 | 1.1994 |
330
+ | 0.3298 | 14.6842 | 558 | 1.3741 | 0.1203 | 1.3741 | 1.1722 |
331
+ | 0.3298 | 14.7368 | 560 | 1.3320 | 0.1001 | 1.3320 | 1.1541 |
 
 
 
 
 
 
 
 
 
 
 
 
332
 
333
 
334
  ### Framework versions