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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k13_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: 0.7071
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- - Qwk: 0.3567
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- - Mse: 0.7071
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- - Rmse: 0.8409
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  ## Model description
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@@ -49,261 +49,305 @@ 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 | 0.0455 | 2 | 2.5163 | -0.0449 | 2.5163 | 1.5863 |
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- | No log | 0.0909 | 4 | 1.2588 | 0.0726 | 1.2588 | 1.1220 |
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- | No log | 0.1364 | 6 | 1.2992 | -0.2509 | 1.2992 | 1.1398 |
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- | No log | 0.1818 | 8 | 1.2875 | -0.2580 | 1.2875 | 1.1347 |
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- | No log | 0.2273 | 10 | 1.0711 | -0.0654 | 1.0711 | 1.0349 |
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- | No log | 0.2727 | 12 | 1.0578 | -0.0687 | 1.0578 | 1.0285 |
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- | No log | 0.3182 | 14 | 0.9715 | -0.0970 | 0.9715 | 0.9857 |
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- | No log | 0.3636 | 16 | 0.9314 | 0.1358 | 0.9314 | 0.9651 |
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- | No log | 0.4091 | 18 | 1.1539 | 0.0169 | 1.1539 | 1.0742 |
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- | No log | 0.4545 | 20 | 1.1202 | 0.0169 | 1.1202 | 1.0584 |
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- | No log | 0.5 | 22 | 0.8871 | 0.1673 | 0.8871 | 0.9419 |
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- | No log | 0.5455 | 24 | 0.7330 | 0.1372 | 0.7330 | 0.8561 |
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- | No log | 0.5909 | 26 | 0.7351 | -0.0054 | 0.7351 | 0.8574 |
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- | No log | 0.6364 | 28 | 0.7844 | 0.0359 | 0.7844 | 0.8856 |
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- | No log | 0.6818 | 30 | 0.8217 | 0.0 | 0.8217 | 0.9065 |
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- | No log | 0.7273 | 32 | 0.8278 | 0.0 | 0.8278 | 0.9098 |
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- | No log | 0.7727 | 34 | 0.8465 | 0.0 | 0.8465 | 0.9201 |
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- | No log | 0.8182 | 36 | 0.8291 | 0.0 | 0.8291 | 0.9106 |
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- | No log | 0.8636 | 38 | 0.7992 | -0.0027 | 0.7992 | 0.8940 |
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- | No log | 0.9091 | 40 | 0.7893 | -0.0027 | 0.7893 | 0.8884 |
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- | No log | 0.9545 | 42 | 0.7824 | 0.1561 | 0.7824 | 0.8845 |
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- | No log | 1.0 | 44 | 0.7760 | 0.1962 | 0.7760 | 0.8809 |
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- | No log | 1.0455 | 46 | 0.8247 | 0.1327 | 0.8247 | 0.9081 |
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- | No log | 1.0909 | 48 | 0.8473 | 0.1327 | 0.8473 | 0.9205 |
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- | No log | 1.1364 | 50 | 0.8271 | 0.0846 | 0.8271 | 0.9094 |
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- | No log | 1.1818 | 52 | 0.8927 | 0.0053 | 0.8927 | 0.9448 |
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- | No log | 1.2273 | 54 | 0.8989 | 0.0944 | 0.8989 | 0.9481 |
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- | No log | 1.2727 | 56 | 0.8655 | 0.0474 | 0.8655 | 0.9303 |
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- | No log | 1.3182 | 58 | 0.8366 | -0.0103 | 0.8366 | 0.9147 |
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- | No log | 1.3636 | 60 | 0.8069 | 0.2145 | 0.8069 | 0.8983 |
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- | No log | 1.4091 | 62 | 0.8049 | 0.2027 | 0.8049 | 0.8971 |
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- | No log | 1.4545 | 64 | 0.8026 | 0.0295 | 0.8026 | 0.8959 |
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- | No log | 1.5 | 66 | 0.7967 | 0.1807 | 0.7967 | 0.8926 |
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- | No log | 1.5455 | 68 | 0.7758 | 0.1094 | 0.7758 | 0.8808 |
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- | No log | 1.5909 | 70 | 0.7803 | 0.1660 | 0.7803 | 0.8834 |
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- | No log | 1.6364 | 72 | 0.8112 | 0.0898 | 0.8112 | 0.9007 |
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- | No log | 1.6818 | 74 | 0.8073 | 0.0455 | 0.8073 | 0.8985 |
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- | No log | 1.7273 | 76 | 0.7927 | 0.0870 | 0.7927 | 0.8904 |
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- | No log | 1.7727 | 78 | 0.7839 | 0.1904 | 0.7839 | 0.8854 |
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- | No log | 1.8182 | 80 | 0.7877 | 0.1569 | 0.7877 | 0.8875 |
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- | No log | 1.8636 | 82 | 0.8034 | 0.1942 | 0.8034 | 0.8963 |
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- | No log | 1.9091 | 84 | 0.8365 | 0.1548 | 0.8365 | 0.9146 |
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- | No log | 1.9545 | 86 | 0.8889 | 0.0569 | 0.8889 | 0.9428 |
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- | No log | 2.0 | 88 | 0.8669 | 0.0526 | 0.8669 | 0.9311 |
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- | No log | 2.0455 | 90 | 0.8231 | 0.0905 | 0.8231 | 0.9073 |
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- | No log | 2.0909 | 92 | 0.7989 | 0.0410 | 0.7989 | 0.8938 |
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- | No log | 2.1364 | 94 | 0.7358 | 0.2677 | 0.7358 | 0.8578 |
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- | No log | 2.1818 | 96 | 0.7302 | 0.2336 | 0.7302 | 0.8545 |
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- | No log | 2.2273 | 98 | 0.7456 | 0.1187 | 0.7456 | 0.8635 |
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- | No log | 2.2727 | 100 | 0.7493 | 0.1187 | 0.7493 | 0.8656 |
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- | No log | 2.3182 | 102 | 0.7406 | 0.1863 | 0.7406 | 0.8606 |
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- | No log | 2.3636 | 104 | 0.8554 | 0.2866 | 0.8554 | 0.9249 |
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- | No log | 2.4091 | 106 | 0.8938 | 0.2467 | 0.8938 | 0.9454 |
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- | No log | 2.4545 | 108 | 0.8187 | 0.3369 | 0.8187 | 0.9048 |
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- | No log | 2.5 | 110 | 0.8395 | 0.2837 | 0.8395 | 0.9162 |
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- | No log | 2.5455 | 112 | 0.9267 | 0.2373 | 0.9267 | 0.9627 |
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- | No log | 2.5909 | 114 | 1.1087 | 0.1750 | 1.1087 | 1.0530 |
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- | No log | 2.6364 | 116 | 1.1481 | 0.1775 | 1.1481 | 1.0715 |
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- | No log | 2.6818 | 118 | 0.9846 | 0.1249 | 0.9846 | 0.9922 |
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- | No log | 2.7273 | 120 | 0.8192 | 0.2550 | 0.8192 | 0.9051 |
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- | No log | 2.7727 | 122 | 0.7295 | 0.2677 | 0.7295 | 0.8541 |
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- | No log | 2.8182 | 124 | 0.7032 | 0.2677 | 0.7032 | 0.8386 |
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- | No log | 2.8636 | 126 | 0.6827 | 0.2677 | 0.6827 | 0.8263 |
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- | No log | 2.9091 | 128 | 0.6815 | 0.2336 | 0.6815 | 0.8255 |
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- | No log | 2.9545 | 130 | 0.6891 | 0.2677 | 0.6891 | 0.8301 |
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- | No log | 3.0 | 132 | 0.7115 | 0.3755 | 0.7115 | 0.8435 |
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- | No log | 3.0455 | 134 | 0.7761 | 0.3372 | 0.7761 | 0.8810 |
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- | No log | 3.0909 | 136 | 0.7631 | 0.3167 | 0.7631 | 0.8736 |
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- | No log | 3.1364 | 138 | 0.7020 | 0.3465 | 0.7020 | 0.8378 |
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- | No log | 3.1818 | 140 | 0.6957 | 0.3050 | 0.6957 | 0.8341 |
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- | No log | 3.2273 | 142 | 0.7284 | 0.2751 | 0.7284 | 0.8535 |
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- | No log | 3.2727 | 144 | 0.7321 | 0.3023 | 0.7321 | 0.8556 |
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- | No log | 3.3182 | 146 | 0.7140 | 0.2717 | 0.7140 | 0.8450 |
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- | No log | 3.3636 | 148 | 0.7303 | 0.3041 | 0.7303 | 0.8546 |
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- | No log | 3.4091 | 150 | 0.7290 | 0.3041 | 0.7290 | 0.8538 |
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- | No log | 3.4545 | 152 | 0.7213 | 0.3002 | 0.7213 | 0.8493 |
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- | No log | 3.5 | 154 | 0.7492 | 0.3226 | 0.7492 | 0.8656 |
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- | No log | 3.5455 | 156 | 0.7982 | 0.2870 | 0.7982 | 0.8934 |
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- | No log | 3.5909 | 158 | 0.7464 | 0.3457 | 0.7464 | 0.8640 |
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- | No log | 3.6364 | 160 | 0.7019 | 0.3160 | 0.7019 | 0.8378 |
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- | No log | 3.6818 | 162 | 0.7590 | 0.3976 | 0.7590 | 0.8712 |
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- | No log | 3.7273 | 164 | 0.7510 | 0.4144 | 0.7510 | 0.8666 |
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- | No log | 3.7727 | 166 | 0.6939 | 0.3816 | 0.6939 | 0.8330 |
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- | No log | 3.8182 | 168 | 0.6686 | 0.3884 | 0.6686 | 0.8177 |
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- | No log | 3.8636 | 170 | 0.6555 | 0.3467 | 0.6555 | 0.8096 |
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- | No log | 3.9091 | 172 | 0.6726 | 0.4036 | 0.6726 | 0.8201 |
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- | No log | 3.9545 | 174 | 0.7161 | 0.3902 | 0.7161 | 0.8462 |
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- | No log | 4.0 | 176 | 0.6888 | 0.4249 | 0.6888 | 0.8299 |
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- | No log | 4.0455 | 178 | 0.6291 | 0.3530 | 0.6291 | 0.7931 |
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- | No log | 4.0909 | 180 | 0.6162 | 0.3945 | 0.6162 | 0.7850 |
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- | No log | 4.1364 | 182 | 0.6117 | 0.3945 | 0.6117 | 0.7821 |
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- | No log | 4.1818 | 184 | 0.6020 | 0.4206 | 0.6020 | 0.7759 |
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- | No log | 4.2273 | 186 | 0.6037 | 0.4136 | 0.6037 | 0.7770 |
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- | No log | 4.2727 | 188 | 0.6105 | 0.3144 | 0.6105 | 0.7814 |
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- | No log | 4.3182 | 190 | 0.6960 | 0.3586 | 0.6960 | 0.8342 |
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- | No log | 4.3636 | 192 | 0.7893 | 0.3847 | 0.7893 | 0.8884 |
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- | No log | 4.4091 | 194 | 0.6958 | 0.3844 | 0.6958 | 0.8341 |
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- | No log | 4.4545 | 196 | 0.6025 | 0.4006 | 0.6025 | 0.7762 |
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- | No log | 4.5 | 198 | 0.6609 | 0.4674 | 0.6609 | 0.8130 |
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- | No log | 4.5455 | 200 | 0.7863 | 0.4527 | 0.7863 | 0.8867 |
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- | No log | 4.5909 | 202 | 0.7670 | 0.4527 | 0.7670 | 0.8758 |
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- | No log | 4.6364 | 204 | 0.6211 | 0.4315 | 0.6211 | 0.7881 |
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- | No log | 4.6818 | 206 | 0.6108 | 0.4872 | 0.6108 | 0.7815 |
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- | No log | 4.7273 | 208 | 0.6556 | 0.4243 | 0.6556 | 0.8097 |
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- | No log | 4.7727 | 210 | 0.6547 | 0.4684 | 0.6547 | 0.8091 |
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- | No log | 4.8182 | 212 | 0.6160 | 0.5157 | 0.6160 | 0.7848 |
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- | No log | 4.8636 | 214 | 0.6029 | 0.3974 | 0.6029 | 0.7765 |
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- | No log | 4.9091 | 216 | 0.6164 | 0.3902 | 0.6164 | 0.7851 |
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- | No log | 4.9545 | 218 | 0.6399 | 0.4467 | 0.6399 | 0.8000 |
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- | No log | 5.0 | 220 | 0.7162 | 0.4077 | 0.7162 | 0.8463 |
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- | No log | 5.0455 | 222 | 0.8434 | 0.3906 | 0.8434 | 0.9184 |
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- | No log | 5.0909 | 224 | 0.8174 | 0.4177 | 0.8174 | 0.9041 |
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- | No log | 5.1364 | 226 | 0.7233 | 0.4166 | 0.7233 | 0.8504 |
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- | No log | 5.1818 | 228 | 0.8111 | 0.3854 | 0.8111 | 0.9006 |
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- | No log | 5.2273 | 230 | 1.0463 | 0.2176 | 1.0463 | 1.0229 |
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- | No log | 5.2727 | 232 | 1.0610 | 0.2176 | 1.0610 | 1.0301 |
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- | No log | 5.3182 | 234 | 0.8820 | 0.3706 | 0.8820 | 0.9392 |
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- | No log | 5.3636 | 236 | 0.7729 | 0.3768 | 0.7729 | 0.8791 |
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- | No log | 5.4091 | 238 | 0.7088 | 0.4037 | 0.7088 | 0.8419 |
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- | No log | 5.4545 | 240 | 0.7128 | 0.4460 | 0.7128 | 0.8442 |
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- | No log | 5.5 | 242 | 0.8408 | 0.4183 | 0.8408 | 0.9170 |
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- | No log | 5.5455 | 244 | 0.8339 | 0.3786 | 0.8339 | 0.9132 |
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- | No log | 5.5909 | 246 | 0.7583 | 0.2917 | 0.7583 | 0.8708 |
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- | No log | 5.6364 | 248 | 0.7569 | 0.3159 | 0.7569 | 0.8700 |
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- | No log | 5.6818 | 250 | 0.8237 | 0.3727 | 0.8237 | 0.9076 |
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- | No log | 5.7273 | 252 | 0.7983 | 0.4051 | 0.7983 | 0.8935 |
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- | No log | 5.7727 | 254 | 0.6522 | 0.3914 | 0.6522 | 0.8076 |
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- | No log | 5.8182 | 256 | 0.5787 | 0.4934 | 0.5787 | 0.7608 |
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- | No log | 5.8636 | 258 | 0.5943 | 0.4478 | 0.5943 | 0.7709 |
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- | No log | 5.9091 | 260 | 0.6000 | 0.5389 | 0.6000 | 0.7746 |
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- | No log | 5.9545 | 262 | 0.6312 | 0.4464 | 0.6312 | 0.7945 |
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- | No log | 6.0 | 264 | 0.6809 | 0.4199 | 0.6809 | 0.8252 |
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- | No log | 6.0455 | 266 | 0.5847 | 0.4513 | 0.5847 | 0.7647 |
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- | No log | 6.0909 | 268 | 0.5319 | 0.5151 | 0.5319 | 0.7293 |
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- | No log | 6.1364 | 270 | 0.5704 | 0.5463 | 0.5704 | 0.7552 |
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- | No log | 6.1818 | 272 | 0.7008 | 0.3727 | 0.7008 | 0.8371 |
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- | No log | 6.2273 | 274 | 0.7620 | 0.3849 | 0.7620 | 0.8729 |
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- | No log | 6.2727 | 276 | 0.7243 | 0.4170 | 0.7243 | 0.8511 |
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- | No log | 6.3182 | 278 | 0.6436 | 0.4802 | 0.6436 | 0.8022 |
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- | No log | 6.3636 | 280 | 0.6284 | 0.4378 | 0.6284 | 0.7927 |
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- | No log | 6.4091 | 282 | 0.6578 | 0.4354 | 0.6578 | 0.8111 |
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- | No log | 6.4545 | 284 | 0.6571 | 0.4354 | 0.6571 | 0.8106 |
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- | No log | 6.5 | 286 | 0.6408 | 0.4253 | 0.6408 | 0.8005 |
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- | No log | 6.5455 | 288 | 0.6295 | 0.4364 | 0.6295 | 0.7934 |
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- | No log | 6.5909 | 290 | 0.6030 | 0.4738 | 0.6030 | 0.7765 |
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- | No log | 6.6364 | 292 | 0.6184 | 0.5098 | 0.6184 | 0.7864 |
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- | No log | 6.6818 | 294 | 0.6259 | 0.4795 | 0.6259 | 0.7912 |
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- | No log | 6.7273 | 296 | 0.5856 | 0.4966 | 0.5856 | 0.7652 |
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- | No log | 6.7727 | 298 | 0.5563 | 0.4719 | 0.5563 | 0.7458 |
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- | No log | 6.8182 | 300 | 0.5598 | 0.4820 | 0.5598 | 0.7482 |
202
- | No log | 6.8636 | 302 | 0.5522 | 0.4866 | 0.5522 | 0.7431 |
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- | No log | 6.9091 | 304 | 0.5528 | 0.4459 | 0.5528 | 0.7435 |
204
- | No log | 6.9545 | 306 | 0.5590 | 0.4705 | 0.5590 | 0.7476 |
205
- | No log | 7.0 | 308 | 0.5634 | 0.4330 | 0.5634 | 0.7506 |
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- | No log | 7.0455 | 310 | 0.5686 | 0.3416 | 0.5686 | 0.7540 |
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- | No log | 7.0909 | 312 | 0.5919 | 0.3738 | 0.5919 | 0.7693 |
208
- | No log | 7.1364 | 314 | 0.6200 | 0.4602 | 0.6200 | 0.7874 |
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- | No log | 7.1818 | 316 | 0.6227 | 0.3482 | 0.6227 | 0.7891 |
210
- | No log | 7.2273 | 318 | 0.6299 | 0.3316 | 0.6299 | 0.7937 |
211
- | No log | 7.2727 | 320 | 0.6382 | 0.2633 | 0.6382 | 0.7989 |
212
- | No log | 7.3182 | 322 | 0.6405 | 0.2633 | 0.6405 | 0.8003 |
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- | No log | 7.3636 | 324 | 0.6477 | 0.2988 | 0.6477 | 0.8048 |
214
- | No log | 7.4091 | 326 | 0.6404 | 0.3002 | 0.6404 | 0.8003 |
215
- | No log | 7.4545 | 328 | 0.6607 | 0.4227 | 0.6607 | 0.8128 |
216
- | No log | 7.5 | 330 | 0.6584 | 0.3934 | 0.6584 | 0.8114 |
217
- | No log | 7.5455 | 332 | 0.6538 | 0.3738 | 0.6538 | 0.8086 |
218
- | No log | 7.5909 | 334 | 0.6785 | 0.4356 | 0.6785 | 0.8237 |
219
- | No log | 7.6364 | 336 | 0.7295 | 0.4334 | 0.7295 | 0.8541 |
220
- | No log | 7.6818 | 338 | 0.7522 | 0.4369 | 0.7522 | 0.8673 |
221
- | No log | 7.7273 | 340 | 0.6867 | 0.4078 | 0.6867 | 0.8287 |
222
- | No log | 7.7727 | 342 | 0.6594 | 0.4322 | 0.6594 | 0.8121 |
223
- | No log | 7.8182 | 344 | 0.6372 | 0.4236 | 0.6372 | 0.7982 |
224
- | No log | 7.8636 | 346 | 0.6420 | 0.4838 | 0.6420 | 0.8012 |
225
- | No log | 7.9091 | 348 | 0.6842 | 0.5354 | 0.6842 | 0.8272 |
226
- | No log | 7.9545 | 350 | 0.7093 | 0.4993 | 0.7093 | 0.8422 |
227
- | No log | 8.0 | 352 | 0.6506 | 0.6450 | 0.6506 | 0.8066 |
228
- | No log | 8.0455 | 354 | 0.6074 | 0.5982 | 0.6074 | 0.7794 |
229
- | No log | 8.0909 | 356 | 0.6151 | 0.5902 | 0.6151 | 0.7843 |
230
- | No log | 8.1364 | 358 | 0.7130 | 0.5721 | 0.7130 | 0.8444 |
231
- | No log | 8.1818 | 360 | 0.7500 | 0.5308 | 0.7500 | 0.8660 |
232
- | No log | 8.2273 | 362 | 0.6487 | 0.5981 | 0.6487 | 0.8054 |
233
- | No log | 8.2727 | 364 | 0.5886 | 0.5701 | 0.5886 | 0.7672 |
234
- | No log | 8.3182 | 366 | 0.6469 | 0.4727 | 0.6469 | 0.8043 |
235
- | No log | 8.3636 | 368 | 0.6638 | 0.4654 | 0.6638 | 0.8147 |
236
- | No log | 8.4091 | 370 | 0.6566 | 0.4654 | 0.6566 | 0.8103 |
237
- | No log | 8.4545 | 372 | 0.6392 | 0.4179 | 0.6392 | 0.7995 |
238
- | No log | 8.5 | 374 | 0.6476 | 0.3978 | 0.6476 | 0.8047 |
239
- | No log | 8.5455 | 376 | 0.6598 | 0.4074 | 0.6598 | 0.8123 |
240
- | No log | 8.5909 | 378 | 0.6649 | 0.4044 | 0.6649 | 0.8154 |
241
- | No log | 8.6364 | 380 | 0.6928 | 0.4261 | 0.6928 | 0.8324 |
242
- | No log | 8.6818 | 382 | 0.6868 | 0.4016 | 0.6868 | 0.8287 |
243
- | No log | 8.7273 | 384 | 0.6629 | 0.4221 | 0.6629 | 0.8142 |
244
- | No log | 8.7727 | 386 | 0.6497 | 0.4458 | 0.6497 | 0.8060 |
245
- | No log | 8.8182 | 388 | 0.6473 | 0.4516 | 0.6473 | 0.8045 |
246
- | No log | 8.8636 | 390 | 0.6399 | 0.4516 | 0.6399 | 0.8000 |
247
- | No log | 8.9091 | 392 | 0.6528 | 0.3972 | 0.6528 | 0.8080 |
248
- | No log | 8.9545 | 394 | 0.7213 | 0.3546 | 0.7213 | 0.8493 |
249
- | No log | 9.0 | 396 | 0.7134 | 0.3546 | 0.7134 | 0.8446 |
250
- | No log | 9.0455 | 398 | 0.6859 | 0.3546 | 0.6859 | 0.8282 |
251
- | No log | 9.0909 | 400 | 0.6436 | 0.4022 | 0.6436 | 0.8023 |
252
- | No log | 9.1364 | 402 | 0.6462 | 0.4601 | 0.6462 | 0.8039 |
253
- | No log | 9.1818 | 404 | 0.6467 | 0.4889 | 0.6467 | 0.8041 |
254
- | No log | 9.2273 | 406 | 0.6165 | 0.4758 | 0.6165 | 0.7852 |
255
- | No log | 9.2727 | 408 | 0.5972 | 0.4657 | 0.5972 | 0.7728 |
256
- | No log | 9.3182 | 410 | 0.5852 | 0.5079 | 0.5852 | 0.7650 |
257
- | No log | 9.3636 | 412 | 0.5781 | 0.4466 | 0.5781 | 0.7603 |
258
- | No log | 9.4091 | 414 | 0.5756 | 0.4869 | 0.5756 | 0.7587 |
259
- | No log | 9.4545 | 416 | 0.5552 | 0.4809 | 0.5552 | 0.7451 |
260
- | No log | 9.5 | 418 | 0.5489 | 0.5344 | 0.5489 | 0.7409 |
261
- | No log | 9.5455 | 420 | 0.5428 | 0.5422 | 0.5428 | 0.7368 |
262
- | No log | 9.5909 | 422 | 0.5392 | 0.4615 | 0.5392 | 0.7343 |
263
- | No log | 9.6364 | 424 | 0.5680 | 0.5479 | 0.5680 | 0.7537 |
264
- | No log | 9.6818 | 426 | 0.5594 | 0.5479 | 0.5594 | 0.7479 |
265
- | No log | 9.7273 | 428 | 0.5365 | 0.5389 | 0.5365 | 0.7325 |
266
- | No log | 9.7727 | 430 | 0.5765 | 0.5239 | 0.5765 | 0.7593 |
267
- | No log | 9.8182 | 432 | 0.6043 | 0.4954 | 0.6043 | 0.7774 |
268
- | No log | 9.8636 | 434 | 0.5977 | 0.5488 | 0.5977 | 0.7731 |
269
- | No log | 9.9091 | 436 | 0.6139 | 0.5438 | 0.6139 | 0.7835 |
270
- | No log | 9.9545 | 438 | 0.6283 | 0.5411 | 0.6283 | 0.7927 |
271
- | No log | 10.0 | 440 | 0.6486 | 0.5324 | 0.6486 | 0.8054 |
272
- | No log | 10.0455 | 442 | 0.6426 | 0.4397 | 0.6426 | 0.8016 |
273
- | No log | 10.0909 | 444 | 0.6371 | 0.3787 | 0.6371 | 0.7982 |
274
- | No log | 10.1364 | 446 | 0.6330 | 0.3787 | 0.6330 | 0.7956 |
275
- | No log | 10.1818 | 448 | 0.6463 | 0.3837 | 0.6463 | 0.8040 |
276
- | No log | 10.2273 | 450 | 0.6760 | 0.4302 | 0.6760 | 0.8222 |
277
- | No log | 10.2727 | 452 | 0.6944 | 0.4795 | 0.6944 | 0.8333 |
278
- | No log | 10.3182 | 454 | 0.6517 | 0.4627 | 0.6517 | 0.8073 |
279
- | No log | 10.3636 | 456 | 0.6390 | 0.4627 | 0.6390 | 0.7994 |
280
- | No log | 10.4091 | 458 | 0.6494 | 0.5133 | 0.6494 | 0.8058 |
281
- | No log | 10.4545 | 460 | 0.6960 | 0.4982 | 0.6960 | 0.8343 |
282
- | No log | 10.5 | 462 | 0.7037 | 0.4982 | 0.7037 | 0.8388 |
283
- | No log | 10.5455 | 464 | 0.6534 | 0.4982 | 0.6534 | 0.8083 |
284
- | No log | 10.5909 | 466 | 0.5934 | 0.5098 | 0.5934 | 0.7703 |
285
- | No log | 10.6364 | 468 | 0.5670 | 0.4874 | 0.5670 | 0.7530 |
286
- | No log | 10.6818 | 470 | 0.5759 | 0.5368 | 0.5759 | 0.7589 |
287
- | No log | 10.7273 | 472 | 0.5753 | 0.5051 | 0.5753 | 0.7585 |
288
- | No log | 10.7727 | 474 | 0.5974 | 0.4924 | 0.5974 | 0.7729 |
289
- | No log | 10.8182 | 476 | 0.6243 | 0.5103 | 0.6243 | 0.7901 |
290
- | No log | 10.8636 | 478 | 0.6488 | 0.5229 | 0.6488 | 0.8055 |
291
- | No log | 10.9091 | 480 | 0.6695 | 0.5321 | 0.6695 | 0.8182 |
292
- | No log | 10.9545 | 482 | 0.7169 | 0.5567 | 0.7169 | 0.8467 |
293
- | No log | 11.0 | 484 | 0.6809 | 0.5013 | 0.6809 | 0.8252 |
294
- | No log | 11.0455 | 486 | 0.6341 | 0.5173 | 0.6341 | 0.7963 |
295
- | No log | 11.0909 | 488 | 0.6296 | 0.5324 | 0.6296 | 0.7935 |
296
- | No log | 11.1364 | 490 | 0.6582 | 0.4721 | 0.6582 | 0.8113 |
297
- | No log | 11.1818 | 492 | 0.7056 | 0.4144 | 0.7056 | 0.8400 |
298
- | No log | 11.2273 | 494 | 0.7135 | 0.4189 | 0.7135 | 0.8447 |
299
- | No log | 11.2727 | 496 | 0.6937 | 0.4340 | 0.6937 | 0.8329 |
300
- | No log | 11.3182 | 498 | 0.6759 | 0.4681 | 0.6759 | 0.8221 |
301
- | 0.3569 | 11.3636 | 500 | 0.6712 | 0.4681 | 0.6712 | 0.8192 |
302
- | 0.3569 | 11.4091 | 502 | 0.6780 | 0.4513 | 0.6780 | 0.8234 |
303
- | 0.3569 | 11.4545 | 504 | 0.6702 | 0.4282 | 0.6702 | 0.8186 |
304
- | 0.3569 | 11.5 | 506 | 0.6452 | 0.4393 | 0.6452 | 0.8032 |
305
- | 0.3569 | 11.5455 | 508 | 0.6524 | 0.4393 | 0.6524 | 0.8077 |
306
- | 0.3569 | 11.5909 | 510 | 0.7071 | 0.3567 | 0.7071 | 0.8409 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k14_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6338
19
+ - Qwk: 0.4576
20
+ - Mse: 0.6338
21
+ - Rmse: 0.7961
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0417 | 2 | 2.5365 | -0.0262 | 2.5365 | 1.5926 |
53
+ | No log | 0.0833 | 4 | 1.2412 | 0.0741 | 1.2412 | 1.1141 |
54
+ | No log | 0.125 | 6 | 0.8117 | 0.0481 | 0.8117 | 0.9009 |
55
+ | No log | 0.1667 | 8 | 0.8454 | 0.0 | 0.8454 | 0.9195 |
56
+ | No log | 0.2083 | 10 | 0.7711 | -0.0054 | 0.7711 | 0.8781 |
57
+ | No log | 0.25 | 12 | 0.7772 | 0.1139 | 0.7772 | 0.8816 |
58
+ | No log | 0.2917 | 14 | 0.8266 | 0.2244 | 0.8266 | 0.9092 |
59
+ | No log | 0.3333 | 16 | 0.7989 | 0.1866 | 0.7989 | 0.8938 |
60
+ | No log | 0.375 | 18 | 0.7601 | 0.0428 | 0.7601 | 0.8718 |
61
+ | No log | 0.4167 | 20 | 0.9086 | 0.0522 | 0.9086 | 0.9532 |
62
+ | No log | 0.4583 | 22 | 0.9120 | 0.1339 | 0.9120 | 0.9550 |
63
+ | No log | 0.5 | 24 | 0.8053 | -0.0426 | 0.8053 | 0.8974 |
64
+ | No log | 0.5417 | 26 | 0.7904 | 0.0359 | 0.7904 | 0.8891 |
65
+ | No log | 0.5833 | 28 | 0.8712 | -0.0049 | 0.8712 | 0.9334 |
66
+ | No log | 0.625 | 30 | 0.7641 | 0.1846 | 0.7641 | 0.8741 |
67
+ | No log | 0.6667 | 32 | 0.7426 | 0.0 | 0.7426 | 0.8617 |
68
+ | No log | 0.7083 | 34 | 0.8192 | 0.0940 | 0.8192 | 0.9051 |
69
+ | No log | 0.75 | 36 | 0.8245 | 0.0940 | 0.8245 | 0.9080 |
70
+ | No log | 0.7917 | 38 | 0.7823 | 0.1321 | 0.7823 | 0.8845 |
71
+ | No log | 0.8333 | 40 | 0.7042 | 0.1660 | 0.7042 | 0.8392 |
72
+ | No log | 0.875 | 42 | 0.7478 | 0.1498 | 0.7478 | 0.8648 |
73
+ | No log | 0.9167 | 44 | 0.8054 | 0.1867 | 0.8054 | 0.8974 |
74
+ | No log | 0.9583 | 46 | 0.7973 | 0.0393 | 0.7973 | 0.8929 |
75
+ | No log | 1.0 | 48 | 0.8392 | 0.1700 | 0.8392 | 0.9161 |
76
+ | No log | 1.0417 | 50 | 0.9795 | 0.1639 | 0.9795 | 0.9897 |
77
+ | No log | 1.0833 | 52 | 1.0709 | 0.1869 | 1.0709 | 1.0348 |
78
+ | No log | 1.125 | 54 | 1.0032 | 0.2222 | 1.0032 | 1.0016 |
79
+ | No log | 1.1667 | 56 | 0.8012 | 0.1345 | 0.8012 | 0.8951 |
80
+ | No log | 1.2083 | 58 | 0.7039 | 0.2353 | 0.7039 | 0.8390 |
81
+ | No log | 1.25 | 60 | 0.6833 | 0.1580 | 0.6833 | 0.8266 |
82
+ | No log | 1.2917 | 62 | 0.6734 | 0.1580 | 0.6734 | 0.8206 |
83
+ | No log | 1.3333 | 64 | 0.6698 | 0.1646 | 0.6698 | 0.8184 |
84
+ | No log | 1.375 | 66 | 0.6552 | 0.1660 | 0.6552 | 0.8094 |
85
+ | No log | 1.4167 | 68 | 0.6298 | 0.1184 | 0.6298 | 0.7936 |
86
+ | No log | 1.4583 | 70 | 0.6049 | 0.1184 | 0.6049 | 0.7777 |
87
+ | No log | 1.5 | 72 | 0.5867 | 0.4243 | 0.5867 | 0.7659 |
88
+ | No log | 1.5417 | 74 | 0.5873 | 0.4614 | 0.5873 | 0.7664 |
89
+ | No log | 1.5833 | 76 | 0.6010 | 0.4878 | 0.6010 | 0.7752 |
90
+ | No log | 1.625 | 78 | 0.7514 | 0.2865 | 0.7514 | 0.8668 |
91
+ | No log | 1.6667 | 80 | 0.7637 | 0.2951 | 0.7637 | 0.8739 |
92
+ | No log | 1.7083 | 82 | 0.6468 | 0.3679 | 0.6468 | 0.8042 |
93
+ | No log | 1.75 | 84 | 0.6699 | 0.3789 | 0.6699 | 0.8185 |
94
+ | No log | 1.7917 | 86 | 0.8488 | 0.4102 | 0.8488 | 0.9213 |
95
+ | No log | 1.8333 | 88 | 0.7748 | 0.3918 | 0.7748 | 0.8802 |
96
+ | No log | 1.875 | 90 | 0.6617 | 0.2890 | 0.6617 | 0.8135 |
97
+ | No log | 1.9167 | 92 | 0.6842 | 0.2576 | 0.6842 | 0.8272 |
98
+ | No log | 1.9583 | 94 | 0.7108 | 0.2837 | 0.7108 | 0.8431 |
99
+ | No log | 2.0 | 96 | 0.6859 | 0.2078 | 0.6859 | 0.8282 |
100
+ | No log | 2.0417 | 98 | 0.6985 | 0.2360 | 0.6985 | 0.8358 |
101
+ | No log | 2.0833 | 100 | 0.7220 | 0.2681 | 0.7220 | 0.8497 |
102
+ | No log | 2.125 | 102 | 0.7327 | 0.2889 | 0.7327 | 0.8560 |
103
+ | No log | 2.1667 | 104 | 0.7585 | 0.2434 | 0.7585 | 0.8709 |
104
+ | No log | 2.2083 | 106 | 0.8221 | 0.2414 | 0.8221 | 0.9067 |
105
+ | No log | 2.25 | 108 | 0.8162 | 0.2708 | 0.8162 | 0.9034 |
106
+ | No log | 2.2917 | 110 | 0.7344 | 0.2874 | 0.7344 | 0.8570 |
107
+ | No log | 2.3333 | 112 | 0.7328 | 0.3910 | 0.7328 | 0.8560 |
108
+ | No log | 2.375 | 114 | 0.7337 | 0.2722 | 0.7337 | 0.8566 |
109
+ | No log | 2.4167 | 116 | 0.6954 | 0.2506 | 0.6954 | 0.8339 |
110
+ | No log | 2.4583 | 118 | 0.7812 | 0.1623 | 0.7812 | 0.8839 |
111
+ | No log | 2.5 | 120 | 0.9137 | 0.2613 | 0.9137 | 0.9559 |
112
+ | No log | 2.5417 | 122 | 0.9818 | 0.2559 | 0.9818 | 0.9909 |
113
+ | No log | 2.5833 | 124 | 0.9972 | 0.2813 | 0.9972 | 0.9986 |
114
+ | No log | 2.625 | 126 | 0.9097 | 0.2008 | 0.9097 | 0.9538 |
115
+ | No log | 2.6667 | 128 | 0.7834 | 0.1686 | 0.7834 | 0.8851 |
116
+ | No log | 2.7083 | 130 | 0.6734 | 0.2353 | 0.6734 | 0.8206 |
117
+ | No log | 2.75 | 132 | 0.6331 | 0.3153 | 0.6331 | 0.7957 |
118
+ | No log | 2.7917 | 134 | 0.6210 | 0.3714 | 0.6210 | 0.7880 |
119
+ | No log | 2.8333 | 136 | 0.6390 | 0.4329 | 0.6390 | 0.7993 |
120
+ | No log | 2.875 | 138 | 0.6369 | 0.4342 | 0.6369 | 0.7981 |
121
+ | No log | 2.9167 | 140 | 0.6590 | 0.4448 | 0.6590 | 0.8118 |
122
+ | No log | 2.9583 | 142 | 0.6613 | 0.4448 | 0.6613 | 0.8132 |
123
+ | No log | 3.0 | 144 | 0.6850 | 0.4302 | 0.6850 | 0.8276 |
124
+ | No log | 3.0417 | 146 | 0.7437 | 0.4531 | 0.7437 | 0.8624 |
125
+ | No log | 3.0833 | 148 | 0.6999 | 0.4872 | 0.6999 | 0.8366 |
126
+ | No log | 3.125 | 150 | 0.7066 | 0.4241 | 0.7066 | 0.8406 |
127
+ | No log | 3.1667 | 152 | 0.7612 | 0.3464 | 0.7612 | 0.8724 |
128
+ | No log | 3.2083 | 154 | 0.6940 | 0.4334 | 0.6940 | 0.8331 |
129
+ | No log | 3.25 | 156 | 0.6871 | 0.4360 | 0.6871 | 0.8289 |
130
+ | No log | 3.2917 | 158 | 0.6854 | 0.4444 | 0.6854 | 0.8279 |
131
+ | No log | 3.3333 | 160 | 0.6797 | 0.3243 | 0.6797 | 0.8245 |
132
+ | No log | 3.375 | 162 | 0.6815 | 0.4384 | 0.6815 | 0.8255 |
133
+ | No log | 3.4167 | 164 | 0.6755 | 0.4230 | 0.6755 | 0.8219 |
134
+ | No log | 3.4583 | 166 | 0.6782 | 0.4230 | 0.6782 | 0.8235 |
135
+ | No log | 3.5 | 168 | 0.6751 | 0.5457 | 0.6751 | 0.8216 |
136
+ | No log | 3.5417 | 170 | 0.6727 | 0.5239 | 0.6727 | 0.8202 |
137
+ | No log | 3.5833 | 172 | 0.6682 | 0.4389 | 0.6682 | 0.8174 |
138
+ | No log | 3.625 | 174 | 0.7098 | 0.4144 | 0.7098 | 0.8425 |
139
+ | No log | 3.6667 | 176 | 0.7197 | 0.4369 | 0.7197 | 0.8484 |
140
+ | No log | 3.7083 | 178 | 0.6625 | 0.4562 | 0.6625 | 0.8140 |
141
+ | No log | 3.75 | 180 | 0.6566 | 0.4245 | 0.6566 | 0.8103 |
142
+ | No log | 3.7917 | 182 | 0.6916 | 0.3946 | 0.6916 | 0.8316 |
143
+ | No log | 3.8333 | 184 | 0.6773 | 0.3946 | 0.6773 | 0.8230 |
144
+ | No log | 3.875 | 186 | 0.6689 | 0.3879 | 0.6689 | 0.8179 |
145
+ | No log | 3.9167 | 188 | 0.6424 | 0.3964 | 0.6424 | 0.8015 |
146
+ | No log | 3.9583 | 190 | 0.6559 | 0.3224 | 0.6559 | 0.8099 |
147
+ | No log | 4.0 | 192 | 0.6528 | 0.3224 | 0.6528 | 0.8080 |
148
+ | No log | 4.0417 | 194 | 0.6681 | 0.3763 | 0.6681 | 0.8174 |
149
+ | No log | 4.0833 | 196 | 0.6692 | 0.4020 | 0.6692 | 0.8180 |
150
+ | No log | 4.125 | 198 | 0.7264 | 0.4173 | 0.7264 | 0.8523 |
151
+ | No log | 4.1667 | 200 | 0.7006 | 0.4144 | 0.7006 | 0.8370 |
152
+ | No log | 4.2083 | 202 | 0.6607 | 0.4377 | 0.6607 | 0.8129 |
153
+ | No log | 4.25 | 204 | 0.6565 | 0.4222 | 0.6565 | 0.8103 |
154
+ | No log | 4.2917 | 206 | 0.6445 | 0.4575 | 0.6445 | 0.8028 |
155
+ | No log | 4.3333 | 208 | 0.6398 | 0.4010 | 0.6398 | 0.7999 |
156
+ | No log | 4.375 | 210 | 0.6262 | 0.3923 | 0.6262 | 0.7913 |
157
+ | No log | 4.4167 | 212 | 0.6147 | 0.4695 | 0.6147 | 0.7840 |
158
+ | No log | 4.4583 | 214 | 0.6087 | 0.4642 | 0.6087 | 0.7802 |
159
+ | No log | 4.5 | 216 | 0.6058 | 0.5048 | 0.6058 | 0.7784 |
160
+ | No log | 4.5417 | 218 | 0.6028 | 0.5542 | 0.6028 | 0.7764 |
161
+ | No log | 4.5833 | 220 | 0.6294 | 0.5204 | 0.6294 | 0.7934 |
162
+ | No log | 4.625 | 222 | 0.6182 | 0.4525 | 0.6182 | 0.7863 |
163
+ | No log | 4.6667 | 224 | 0.6054 | 0.4699 | 0.6054 | 0.7781 |
164
+ | No log | 4.7083 | 226 | 0.6011 | 0.3839 | 0.6011 | 0.7753 |
165
+ | No log | 4.75 | 228 | 0.5960 | 0.3890 | 0.5960 | 0.7720 |
166
+ | No log | 4.7917 | 230 | 0.6008 | 0.3945 | 0.6008 | 0.7751 |
167
+ | No log | 4.8333 | 232 | 0.5894 | 0.3890 | 0.5894 | 0.7677 |
168
+ | No log | 4.875 | 234 | 0.5972 | 0.4484 | 0.5972 | 0.7728 |
169
+ | No log | 4.9167 | 236 | 0.6319 | 0.3808 | 0.6319 | 0.7949 |
170
+ | No log | 4.9583 | 238 | 0.6576 | 0.4444 | 0.6576 | 0.8110 |
171
+ | No log | 5.0 | 240 | 0.7071 | 0.4670 | 0.7071 | 0.8409 |
172
+ | No log | 5.0417 | 242 | 0.6366 | 0.4562 | 0.6366 | 0.7979 |
173
+ | No log | 5.0833 | 244 | 0.6233 | 0.4681 | 0.6233 | 0.7895 |
174
+ | No log | 5.125 | 246 | 0.6244 | 0.4681 | 0.6244 | 0.7902 |
175
+ | No log | 5.1667 | 248 | 0.6553 | 0.4513 | 0.6553 | 0.8095 |
176
+ | No log | 5.2083 | 250 | 0.6558 | 0.4587 | 0.6558 | 0.8098 |
177
+ | No log | 5.25 | 252 | 0.6550 | 0.4822 | 0.6550 | 0.8093 |
178
+ | No log | 5.2917 | 254 | 0.6511 | 0.4609 | 0.6511 | 0.8069 |
179
+ | No log | 5.3333 | 256 | 0.6357 | 0.5383 | 0.6357 | 0.7973 |
180
+ | No log | 5.375 | 258 | 0.6671 | 0.4436 | 0.6671 | 0.8167 |
181
+ | No log | 5.4167 | 260 | 0.6389 | 0.4965 | 0.6389 | 0.7993 |
182
+ | No log | 5.4583 | 262 | 0.6050 | 0.5020 | 0.6050 | 0.7778 |
183
+ | No log | 5.5 | 264 | 0.6041 | 0.4847 | 0.6041 | 0.7772 |
184
+ | No log | 5.5417 | 266 | 0.6098 | 0.4642 | 0.6098 | 0.7809 |
185
+ | No log | 5.5833 | 268 | 0.6125 | 0.5286 | 0.6125 | 0.7826 |
186
+ | No log | 5.625 | 270 | 0.6433 | 0.4674 | 0.6433 | 0.8021 |
187
+ | No log | 5.6667 | 272 | 0.6358 | 0.4569 | 0.6358 | 0.7974 |
188
+ | No log | 5.7083 | 274 | 0.6095 | 0.5227 | 0.6095 | 0.7807 |
189
+ | No log | 5.75 | 276 | 0.6076 | 0.5227 | 0.6076 | 0.7795 |
190
+ | No log | 5.7917 | 278 | 0.6115 | 0.5171 | 0.6115 | 0.7820 |
191
+ | No log | 5.8333 | 280 | 0.5924 | 0.5326 | 0.5924 | 0.7697 |
192
+ | No log | 5.875 | 282 | 0.6034 | 0.4704 | 0.6034 | 0.7768 |
193
+ | No log | 5.9167 | 284 | 0.6138 | 0.4190 | 0.6138 | 0.7834 |
194
+ | No log | 5.9583 | 286 | 0.5936 | 0.4639 | 0.5936 | 0.7705 |
195
+ | No log | 6.0 | 288 | 0.5927 | 0.5042 | 0.5927 | 0.7699 |
196
+ | No log | 6.0417 | 290 | 0.5984 | 0.5397 | 0.5984 | 0.7736 |
197
+ | No log | 6.0833 | 292 | 0.5821 | 0.5444 | 0.5821 | 0.7629 |
198
+ | No log | 6.125 | 294 | 0.5903 | 0.5668 | 0.5903 | 0.7683 |
199
+ | No log | 6.1667 | 296 | 0.6331 | 0.5908 | 0.6331 | 0.7957 |
200
+ | No log | 6.2083 | 298 | 0.6225 | 0.5884 | 0.6225 | 0.7890 |
201
+ | No log | 6.25 | 300 | 0.5847 | 0.5988 | 0.5847 | 0.7646 |
202
+ | No log | 6.2917 | 302 | 0.6195 | 0.4018 | 0.6195 | 0.7871 |
203
+ | No log | 6.3333 | 304 | 0.7347 | 0.4396 | 0.7347 | 0.8571 |
204
+ | No log | 6.375 | 306 | 0.7966 | 0.3906 | 0.7966 | 0.8925 |
205
+ | No log | 6.4167 | 308 | 0.7491 | 0.3946 | 0.7491 | 0.8655 |
206
+ | No log | 6.4583 | 310 | 0.6450 | 0.4150 | 0.6450 | 0.8031 |
207
+ | No log | 6.5 | 312 | 0.5990 | 0.5768 | 0.5990 | 0.7739 |
208
+ | No log | 6.5417 | 314 | 0.6152 | 0.5947 | 0.6152 | 0.7843 |
209
+ | No log | 6.5833 | 316 | 0.6229 | 0.5528 | 0.6229 | 0.7893 |
210
+ | No log | 6.625 | 318 | 0.6086 | 0.5501 | 0.6086 | 0.7801 |
211
+ | No log | 6.6667 | 320 | 0.6089 | 0.5373 | 0.6089 | 0.7803 |
212
+ | No log | 6.7083 | 322 | 0.6208 | 0.4517 | 0.6208 | 0.7879 |
213
+ | No log | 6.75 | 324 | 0.6097 | 0.4703 | 0.6097 | 0.7808 |
214
+ | No log | 6.7917 | 326 | 0.6156 | 0.3123 | 0.6156 | 0.7846 |
215
+ | No log | 6.8333 | 328 | 0.6291 | 0.2243 | 0.6291 | 0.7931 |
216
+ | No log | 6.875 | 330 | 0.6393 | 0.1498 | 0.6393 | 0.7996 |
217
+ | No log | 6.9167 | 332 | 0.6310 | 0.1498 | 0.6310 | 0.7943 |
218
+ | No log | 6.9583 | 334 | 0.6388 | 0.3967 | 0.6388 | 0.7992 |
219
+ | No log | 7.0 | 336 | 0.6462 | 0.4719 | 0.6462 | 0.8039 |
220
+ | No log | 7.0417 | 338 | 0.6364 | 0.4271 | 0.6364 | 0.7977 |
221
+ | No log | 7.0833 | 340 | 0.5893 | 0.5692 | 0.5893 | 0.7677 |
222
+ | No log | 7.125 | 342 | 0.5766 | 0.5357 | 0.5766 | 0.7593 |
223
+ | No log | 7.1667 | 344 | 0.5723 | 0.4740 | 0.5723 | 0.7565 |
224
+ | No log | 7.2083 | 346 | 0.5588 | 0.5798 | 0.5588 | 0.7475 |
225
+ | No log | 7.25 | 348 | 0.5800 | 0.4480 | 0.5800 | 0.7615 |
226
+ | No log | 7.2917 | 350 | 0.5842 | 0.4499 | 0.5842 | 0.7643 |
227
+ | No log | 7.3333 | 352 | 0.5494 | 0.5617 | 0.5494 | 0.7412 |
228
+ | No log | 7.375 | 354 | 0.5509 | 0.4795 | 0.5509 | 0.7422 |
229
+ | No log | 7.4167 | 356 | 0.5657 | 0.4795 | 0.5657 | 0.7521 |
230
+ | No log | 7.4583 | 358 | 0.5481 | 0.4482 | 0.5481 | 0.7403 |
231
+ | No log | 7.5 | 360 | 0.5495 | 0.4923 | 0.5495 | 0.7413 |
232
+ | No log | 7.5417 | 362 | 0.5617 | 0.5266 | 0.5617 | 0.7495 |
233
+ | No log | 7.5833 | 364 | 0.5489 | 0.5037 | 0.5489 | 0.7408 |
234
+ | No log | 7.625 | 366 | 0.5543 | 0.4937 | 0.5543 | 0.7445 |
235
+ | No log | 7.6667 | 368 | 0.5903 | 0.5211 | 0.5903 | 0.7683 |
236
+ | No log | 7.7083 | 370 | 0.6053 | 0.5211 | 0.6053 | 0.7780 |
237
+ | No log | 7.75 | 372 | 0.6195 | 0.5605 | 0.6195 | 0.7871 |
238
+ | No log | 7.7917 | 374 | 0.6041 | 0.4956 | 0.6041 | 0.7772 |
239
+ | No log | 7.8333 | 376 | 0.5854 | 0.4970 | 0.5854 | 0.7651 |
240
+ | No log | 7.875 | 378 | 0.5641 | 0.4970 | 0.5641 | 0.7511 |
241
+ | No log | 7.9167 | 380 | 0.5548 | 0.5625 | 0.5548 | 0.7449 |
242
+ | No log | 7.9583 | 382 | 0.5545 | 0.4857 | 0.5545 | 0.7446 |
243
+ | No log | 8.0 | 384 | 0.5565 | 0.4538 | 0.5565 | 0.7460 |
244
+ | No log | 8.0417 | 386 | 0.5612 | 0.4111 | 0.5612 | 0.7491 |
245
+ | No log | 8.0833 | 388 | 0.5765 | 0.4547 | 0.5765 | 0.7593 |
246
+ | No log | 8.125 | 390 | 0.6316 | 0.4531 | 0.6316 | 0.7947 |
247
+ | No log | 8.1667 | 392 | 0.6504 | 0.4829 | 0.6504 | 0.8065 |
248
+ | No log | 8.2083 | 394 | 0.6158 | 0.5040 | 0.6158 | 0.7847 |
249
+ | No log | 8.25 | 396 | 0.6083 | 0.4767 | 0.6083 | 0.7799 |
250
+ | No log | 8.2917 | 398 | 0.6251 | 0.5345 | 0.6251 | 0.7907 |
251
+ | No log | 8.3333 | 400 | 0.6142 | 0.4574 | 0.6142 | 0.7837 |
252
+ | No log | 8.375 | 402 | 0.6210 | 0.4220 | 0.6210 | 0.7880 |
253
+ | No log | 8.4167 | 404 | 0.6268 | 0.4648 | 0.6268 | 0.7917 |
254
+ | No log | 8.4583 | 406 | 0.6372 | 0.4893 | 0.6372 | 0.7982 |
255
+ | No log | 8.5 | 408 | 0.6447 | 0.4610 | 0.6447 | 0.8029 |
256
+ | No log | 8.5417 | 410 | 0.6305 | 0.5179 | 0.6305 | 0.7941 |
257
+ | No log | 8.5833 | 412 | 0.5861 | 0.5552 | 0.5861 | 0.7656 |
258
+ | No log | 8.625 | 414 | 0.5818 | 0.5019 | 0.5818 | 0.7628 |
259
+ | No log | 8.6667 | 416 | 0.6066 | 0.4939 | 0.6066 | 0.7789 |
260
+ | No log | 8.7083 | 418 | 0.5919 | 0.5143 | 0.5919 | 0.7693 |
261
+ | No log | 8.75 | 420 | 0.5677 | 0.5044 | 0.5677 | 0.7535 |
262
+ | No log | 8.7917 | 422 | 0.5839 | 0.5871 | 0.5839 | 0.7641 |
263
+ | No log | 8.8333 | 424 | 0.5725 | 0.5211 | 0.5725 | 0.7566 |
264
+ | No log | 8.875 | 426 | 0.5488 | 0.4953 | 0.5488 | 0.7408 |
265
+ | No log | 8.9167 | 428 | 0.5566 | 0.4717 | 0.5566 | 0.7460 |
266
+ | No log | 8.9583 | 430 | 0.5867 | 0.5065 | 0.5867 | 0.7660 |
267
+ | No log | 9.0 | 432 | 0.6689 | 0.4279 | 0.6689 | 0.8179 |
268
+ | No log | 9.0417 | 434 | 0.6460 | 0.4477 | 0.6460 | 0.8037 |
269
+ | No log | 9.0833 | 436 | 0.5793 | 0.5318 | 0.5793 | 0.7611 |
270
+ | No log | 9.125 | 438 | 0.5875 | 0.6010 | 0.5875 | 0.7665 |
271
+ | No log | 9.1667 | 440 | 0.6191 | 0.4755 | 0.6191 | 0.7868 |
272
+ | No log | 9.2083 | 442 | 0.6434 | 0.4755 | 0.6434 | 0.8021 |
273
+ | No log | 9.25 | 444 | 0.6118 | 0.4749 | 0.6118 | 0.7822 |
274
+ | No log | 9.2917 | 446 | 0.5853 | 0.4945 | 0.5853 | 0.7651 |
275
+ | No log | 9.3333 | 448 | 0.5799 | 0.5671 | 0.5799 | 0.7615 |
276
+ | No log | 9.375 | 450 | 0.5790 | 0.5042 | 0.5790 | 0.7609 |
277
+ | No log | 9.4167 | 452 | 0.5792 | 0.4866 | 0.5792 | 0.7611 |
278
+ | No log | 9.4583 | 454 | 0.5799 | 0.5289 | 0.5799 | 0.7615 |
279
+ | No log | 9.5 | 456 | 0.6099 | 0.5323 | 0.6099 | 0.7809 |
280
+ | No log | 9.5417 | 458 | 0.6295 | 0.5368 | 0.6295 | 0.7934 |
281
+ | No log | 9.5833 | 460 | 0.6399 | 0.5368 | 0.6399 | 0.7999 |
282
+ | No log | 9.625 | 462 | 0.6220 | 0.5323 | 0.6220 | 0.7887 |
283
+ | No log | 9.6667 | 464 | 0.5845 | 0.5357 | 0.5845 | 0.7645 |
284
+ | No log | 9.7083 | 466 | 0.5869 | 0.5321 | 0.5869 | 0.7661 |
285
+ | No log | 9.75 | 468 | 0.6188 | 0.4215 | 0.6188 | 0.7866 |
286
+ | No log | 9.7917 | 470 | 0.6027 | 0.4869 | 0.6027 | 0.7764 |
287
+ | No log | 9.8333 | 472 | 0.5813 | 0.5473 | 0.5813 | 0.7624 |
288
+ | No log | 9.875 | 474 | 0.6018 | 0.5605 | 0.6018 | 0.7758 |
289
+ | No log | 9.9167 | 476 | 0.6126 | 0.5338 | 0.6126 | 0.7827 |
290
+ | No log | 9.9583 | 478 | 0.5996 | 0.5148 | 0.5996 | 0.7743 |
291
+ | No log | 10.0 | 480 | 0.5910 | 0.5488 | 0.5910 | 0.7688 |
292
+ | No log | 10.0417 | 482 | 0.5892 | 0.5286 | 0.5892 | 0.7676 |
293
+ | No log | 10.0833 | 484 | 0.5876 | 0.3837 | 0.5876 | 0.7666 |
294
+ | No log | 10.125 | 486 | 0.6054 | 0.4493 | 0.6054 | 0.7781 |
295
+ | No log | 10.1667 | 488 | 0.6155 | 0.4292 | 0.6155 | 0.7845 |
296
+ | No log | 10.2083 | 490 | 0.6332 | 0.4597 | 0.6332 | 0.7958 |
297
+ | No log | 10.25 | 492 | 0.6456 | 0.4606 | 0.6456 | 0.8035 |
298
+ | No log | 10.2917 | 494 | 0.6122 | 0.5426 | 0.6122 | 0.7824 |
299
+ | No log | 10.3333 | 496 | 0.5812 | 0.4222 | 0.5812 | 0.7623 |
300
+ | No log | 10.375 | 498 | 0.6052 | 0.5266 | 0.6052 | 0.7779 |
301
+ | 0.3036 | 10.4167 | 500 | 0.6155 | 0.4875 | 0.6155 | 0.7845 |
302
+ | 0.3036 | 10.4583 | 502 | 0.6105 | 0.4747 | 0.6105 | 0.7813 |
303
+ | 0.3036 | 10.5 | 504 | 0.5910 | 0.4747 | 0.5910 | 0.7688 |
304
+ | 0.3036 | 10.5417 | 506 | 0.5754 | 0.5161 | 0.5754 | 0.7585 |
305
+ | 0.3036 | 10.5833 | 508 | 0.5459 | 0.5227 | 0.5459 | 0.7388 |
306
+ | 0.3036 | 10.625 | 510 | 0.5500 | 0.5053 | 0.5500 | 0.7416 |
307
+ | 0.3036 | 10.6667 | 512 | 0.5700 | 0.5098 | 0.5700 | 0.7550 |
308
+ | 0.3036 | 10.7083 | 514 | 0.6056 | 0.5388 | 0.6056 | 0.7782 |
309
+ | 0.3036 | 10.75 | 516 | 0.6129 | 0.5293 | 0.6129 | 0.7829 |
310
+ | 0.3036 | 10.7917 | 518 | 0.5808 | 0.5445 | 0.5808 | 0.7621 |
311
+ | 0.3036 | 10.8333 | 520 | 0.5408 | 0.5817 | 0.5408 | 0.7354 |
312
+ | 0.3036 | 10.875 | 522 | 0.5345 | 0.5817 | 0.5345 | 0.7311 |
313
+ | 0.3036 | 10.9167 | 524 | 0.5303 | 0.5817 | 0.5303 | 0.7282 |
314
+ | 0.3036 | 10.9583 | 526 | 0.5308 | 0.4613 | 0.5308 | 0.7286 |
315
+ | 0.3036 | 11.0 | 528 | 0.5296 | 0.3808 | 0.5296 | 0.7277 |
316
+ | 0.3036 | 11.0417 | 530 | 0.5286 | 0.3808 | 0.5286 | 0.7271 |
317
+ | 0.3036 | 11.0833 | 532 | 0.5253 | 0.5061 | 0.5253 | 0.7248 |
318
+ | 0.3036 | 11.125 | 534 | 0.5420 | 0.5208 | 0.5420 | 0.7362 |
319
+ | 0.3036 | 11.1667 | 536 | 0.5299 | 0.6068 | 0.5299 | 0.7279 |
320
+ | 0.3036 | 11.2083 | 538 | 0.5184 | 0.5444 | 0.5184 | 0.7200 |
321
+ | 0.3036 | 11.25 | 540 | 0.5455 | 0.5639 | 0.5455 | 0.7386 |
322
+ | 0.3036 | 11.2917 | 542 | 0.5861 | 0.5445 | 0.5861 | 0.7655 |
323
+ | 0.3036 | 11.3333 | 544 | 0.5736 | 0.5673 | 0.5736 | 0.7574 |
324
+ | 0.3036 | 11.375 | 546 | 0.5575 | 0.5014 | 0.5575 | 0.7466 |
325
+ | 0.3036 | 11.4167 | 548 | 0.5442 | 0.5719 | 0.5442 | 0.7377 |
326
+ | 0.3036 | 11.4583 | 550 | 0.5541 | 0.5079 | 0.5541 | 0.7443 |
327
+ | 0.3036 | 11.5 | 552 | 0.5566 | 0.5493 | 0.5566 | 0.7461 |
328
+ | 0.3036 | 11.5417 | 554 | 0.5514 | 0.4569 | 0.5514 | 0.7426 |
329
+ | 0.3036 | 11.5833 | 556 | 0.5531 | 0.4569 | 0.5531 | 0.7437 |
330
+ | 0.3036 | 11.625 | 558 | 0.5751 | 0.4393 | 0.5751 | 0.7583 |
331
+ | 0.3036 | 11.6667 | 560 | 0.5741 | 0.4484 | 0.5741 | 0.7577 |
332
+ | 0.3036 | 11.7083 | 562 | 0.5560 | 0.4937 | 0.5560 | 0.7456 |
333
+ | 0.3036 | 11.75 | 564 | 0.5671 | 0.6479 | 0.5671 | 0.7530 |
334
+ | 0.3036 | 11.7917 | 566 | 0.5596 | 0.5902 | 0.5596 | 0.7481 |
335
+ | 0.3036 | 11.8333 | 568 | 0.5474 | 0.5888 | 0.5474 | 0.7399 |
336
+ | 0.3036 | 11.875 | 570 | 0.5404 | 0.5518 | 0.5404 | 0.7351 |
337
+ | 0.3036 | 11.9167 | 572 | 0.5339 | 0.5341 | 0.5339 | 0.7307 |
338
+ | 0.3036 | 11.9583 | 574 | 0.5285 | 0.5324 | 0.5285 | 0.7270 |
339
+ | 0.3036 | 12.0 | 576 | 0.5224 | 0.4837 | 0.5224 | 0.7228 |
340
+ | 0.3036 | 12.0417 | 578 | 0.5237 | 0.5584 | 0.5237 | 0.7237 |
341
+ | 0.3036 | 12.0833 | 580 | 0.5267 | 0.6229 | 0.5267 | 0.7257 |
342
+ | 0.3036 | 12.125 | 582 | 0.5271 | 0.6001 | 0.5271 | 0.7260 |
343
+ | 0.3036 | 12.1667 | 584 | 0.5305 | 0.6215 | 0.5305 | 0.7283 |
344
+ | 0.3036 | 12.2083 | 586 | 0.5347 | 0.5631 | 0.5347 | 0.7312 |
345
+ | 0.3036 | 12.25 | 588 | 0.5375 | 0.5386 | 0.5375 | 0.7331 |
346
+ | 0.3036 | 12.2917 | 590 | 0.5446 | 0.4867 | 0.5446 | 0.7379 |
347
+ | 0.3036 | 12.3333 | 592 | 0.5607 | 0.4592 | 0.5607 | 0.7488 |
348
+ | 0.3036 | 12.375 | 594 | 0.5835 | 0.4158 | 0.5835 | 0.7639 |
349
+ | 0.3036 | 12.4167 | 596 | 0.6291 | 0.4576 | 0.6291 | 0.7932 |
350
+ | 0.3036 | 12.4583 | 598 | 0.6338 | 0.4576 | 0.6338 | 0.7961 |
351
 
352
 
353
  ### Framework versions