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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task7_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_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_run2_AugV5_k6_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: 1.0639
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- - Qwk: 0.2271
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- - Mse: 1.0639
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- - Rmse: 1.0314
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  ## Model description
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@@ -49,309 +49,277 @@ 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 | 0.1333 | 2 | 2.5143 | -0.0262 | 2.5143 | 1.5857 |
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- | No log | 0.2667 | 4 | 1.2683 | 0.0994 | 1.2683 | 1.1262 |
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- | No log | 0.4 | 6 | 1.0406 | -0.0970 | 1.0406 | 1.0201 |
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- | No log | 0.5333 | 8 | 1.0903 | -0.1680 | 1.0903 | 1.0442 |
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- | No log | 0.6667 | 10 | 1.1030 | -0.2125 | 1.1030 | 1.0502 |
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- | No log | 0.8 | 12 | 0.8646 | -0.0426 | 0.8646 | 0.9298 |
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- | No log | 0.9333 | 14 | 0.6932 | 0.0481 | 0.6932 | 0.8326 |
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- | No log | 1.0667 | 16 | 0.7194 | 0.0937 | 0.7194 | 0.8482 |
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- | No log | 1.2 | 18 | 0.6690 | 0.1604 | 0.6690 | 0.8179 |
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- | No log | 1.3333 | 20 | 0.6683 | 0.1604 | 0.6683 | 0.8175 |
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- | No log | 1.4667 | 22 | 0.6842 | 0.0481 | 0.6842 | 0.8272 |
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- | No log | 1.6 | 24 | 0.6898 | 0.0889 | 0.6898 | 0.8306 |
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- | No log | 1.7333 | 26 | 0.6979 | 0.0889 | 0.6979 | 0.8354 |
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- | No log | 1.8667 | 28 | 0.7063 | 0.1508 | 0.7063 | 0.8404 |
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- | No log | 2.0 | 30 | 0.7367 | 0.1648 | 0.7367 | 0.8583 |
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- | No log | 2.1333 | 32 | 0.7343 | 0.1648 | 0.7343 | 0.8569 |
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- | No log | 2.2667 | 34 | 0.7758 | 0.2012 | 0.7758 | 0.8808 |
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- | No log | 2.4 | 36 | 0.7360 | 0.1504 | 0.7360 | 0.8579 |
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- | No log | 2.5333 | 38 | 0.6928 | 0.3336 | 0.6928 | 0.8323 |
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- | No log | 2.6667 | 40 | 0.6866 | 0.3213 | 0.6866 | 0.8286 |
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- | No log | 2.8 | 42 | 0.7266 | 0.2899 | 0.7266 | 0.8524 |
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- | No log | 2.9333 | 44 | 0.7599 | 0.3157 | 0.7599 | 0.8717 |
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- | No log | 3.0667 | 46 | 0.8999 | 0.3310 | 0.8999 | 0.9486 |
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- | No log | 3.2 | 48 | 1.2339 | 0.2988 | 1.2339 | 1.1108 |
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- | No log | 3.3333 | 50 | 1.1708 | 0.2589 | 1.1708 | 1.0821 |
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- | No log | 3.4667 | 52 | 0.8973 | 0.3239 | 0.8973 | 0.9472 |
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- | No log | 3.6 | 54 | 0.7864 | 0.3121 | 0.7864 | 0.8868 |
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- | No log | 3.7333 | 56 | 0.9177 | 0.3559 | 0.9177 | 0.9580 |
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- | No log | 3.8667 | 58 | 0.9672 | 0.4032 | 0.9672 | 0.9835 |
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- | No log | 4.0 | 60 | 0.8859 | 0.3579 | 0.8859 | 0.9412 |
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- | No log | 4.1333 | 62 | 1.0965 | 0.4106 | 1.0965 | 1.0471 |
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- | No log | 4.2667 | 64 | 1.1032 | 0.4106 | 1.1032 | 1.0503 |
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- | No log | 4.4 | 66 | 1.2485 | 0.2838 | 1.2485 | 1.1174 |
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- | No log | 4.5333 | 68 | 1.3110 | 0.2571 | 1.3110 | 1.1450 |
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- | No log | 4.6667 | 70 | 1.1756 | 0.4106 | 1.1756 | 1.0843 |
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- | No log | 4.8 | 72 | 0.8521 | 0.2627 | 0.8521 | 0.9231 |
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- | No log | 4.9333 | 74 | 0.7996 | 0.2798 | 0.7996 | 0.8942 |
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- | No log | 5.0667 | 76 | 0.8691 | 0.2849 | 0.8691 | 0.9322 |
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- | No log | 5.2 | 78 | 1.2367 | 0.3401 | 1.2367 | 1.1121 |
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- | No log | 5.3333 | 80 | 1.3323 | 0.2444 | 1.3323 | 1.1542 |
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- | No log | 5.4667 | 82 | 1.1571 | 0.3650 | 1.1571 | 1.0757 |
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- | No log | 5.6 | 84 | 0.9564 | 0.3151 | 0.9564 | 0.9779 |
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- | No log | 5.7333 | 86 | 0.9529 | 0.2928 | 0.9529 | 0.9762 |
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- | No log | 5.8667 | 88 | 1.0192 | 0.3403 | 1.0192 | 1.0096 |
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- | No log | 6.0 | 90 | 0.9730 | 0.3425 | 0.9730 | 0.9864 |
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- | No log | 6.1333 | 92 | 0.7890 | 0.3330 | 0.7890 | 0.8882 |
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- | No log | 6.2667 | 94 | 0.7054 | 0.3769 | 0.7054 | 0.8399 |
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- | No log | 6.4 | 96 | 0.7591 | 0.3885 | 0.7591 | 0.8713 |
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- | No log | 6.5333 | 98 | 0.9935 | 0.3470 | 0.9935 | 0.9967 |
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- | No log | 6.6667 | 100 | 1.0690 | 0.3473 | 1.0690 | 1.0339 |
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- | No log | 6.8 | 102 | 0.7710 | 0.4173 | 0.7710 | 0.8780 |
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- | No log | 6.9333 | 104 | 0.6330 | 0.4013 | 0.6330 | 0.7956 |
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- | No log | 7.0667 | 106 | 0.6215 | 0.3581 | 0.6215 | 0.7883 |
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- | No log | 7.2 | 108 | 0.6627 | 0.3700 | 0.6627 | 0.8141 |
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- | No log | 7.3333 | 110 | 0.9512 | 0.3650 | 0.9512 | 0.9753 |
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- | No log | 7.4667 | 112 | 0.9826 | 0.3557 | 0.9826 | 0.9912 |
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- | No log | 7.6 | 114 | 0.7965 | 0.4180 | 0.7965 | 0.8925 |
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- | No log | 7.7333 | 116 | 0.7807 | 0.4723 | 0.7807 | 0.8836 |
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- | No log | 7.8667 | 118 | 0.9055 | 0.3847 | 0.9055 | 0.9516 |
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- | No log | 8.0 | 120 | 1.0074 | 0.3183 | 1.0074 | 1.0037 |
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- | No log | 8.1333 | 122 | 1.2078 | 0.2008 | 1.2078 | 1.0990 |
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- | No log | 8.2667 | 124 | 1.1553 | 0.2168 | 1.1553 | 1.0749 |
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- | No log | 8.4 | 126 | 0.8874 | 0.2670 | 0.8874 | 0.9420 |
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- | No log | 8.5333 | 128 | 0.7764 | 0.2907 | 0.7764 | 0.8811 |
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- | No log | 8.6667 | 130 | 0.7950 | 0.3314 | 0.7950 | 0.8916 |
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- | No log | 8.8 | 132 | 0.8746 | 0.2784 | 0.8746 | 0.9352 |
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- | No log | 8.9333 | 134 | 0.9686 | 0.1897 | 0.9686 | 0.9842 |
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- | No log | 9.0667 | 136 | 1.0975 | 0.2601 | 1.0975 | 1.0476 |
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- | No log | 9.2 | 138 | 1.1327 | 0.2130 | 1.1327 | 1.0643 |
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- | No log | 9.3333 | 140 | 1.0309 | 0.2833 | 1.0309 | 1.0153 |
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- | No log | 9.4667 | 142 | 1.0292 | 0.2833 | 1.0292 | 1.0145 |
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- | No log | 9.6 | 144 | 1.0886 | 0.2903 | 1.0886 | 1.0433 |
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- | No log | 9.7333 | 146 | 1.1797 | 0.1815 | 1.1797 | 1.0862 |
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- | No log | 9.8667 | 148 | 1.0712 | 0.3006 | 1.0712 | 1.0350 |
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- | No log | 10.0 | 150 | 0.8262 | 0.2904 | 0.8262 | 0.9089 |
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- | No log | 10.1333 | 152 | 0.7613 | 0.2319 | 0.7613 | 0.8725 |
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- | No log | 10.2667 | 154 | 0.7852 | 0.2063 | 0.7852 | 0.8861 |
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- | No log | 10.4 | 156 | 0.8148 | 0.2574 | 0.8148 | 0.9027 |
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- | No log | 10.5333 | 158 | 1.0479 | 0.2833 | 1.0479 | 1.0237 |
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- | No log | 10.6667 | 160 | 1.1251 | 0.2223 | 1.1251 | 1.0607 |
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- | No log | 10.8 | 162 | 1.1298 | 0.2223 | 1.1298 | 1.0629 |
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- | No log | 10.9333 | 164 | 0.9951 | 0.2626 | 0.9951 | 0.9975 |
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- | No log | 11.0667 | 166 | 0.8629 | 0.2670 | 0.8629 | 0.9289 |
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- | No log | 11.2 | 168 | 0.9249 | 0.3019 | 0.9249 | 0.9617 |
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- | No log | 11.3333 | 170 | 1.2385 | 0.2280 | 1.2385 | 1.1129 |
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- | No log | 11.4667 | 172 | 1.3897 | 0.1793 | 1.3897 | 1.1788 |
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- | No log | 11.6 | 174 | 1.1823 | 0.2280 | 1.1823 | 1.0873 |
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- | No log | 11.7333 | 176 | 0.8799 | 0.3042 | 0.8799 | 0.9380 |
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- | No log | 11.8667 | 178 | 0.7962 | 0.2328 | 0.7962 | 0.8923 |
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- | No log | 12.0 | 180 | 0.7682 | 0.2359 | 0.7682 | 0.8765 |
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- | No log | 12.1333 | 182 | 0.8204 | 0.2492 | 0.8204 | 0.9058 |
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- | No log | 12.2667 | 184 | 0.9260 | 0.3473 | 0.9260 | 0.9623 |
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- | No log | 12.4 | 186 | 1.0906 | 0.2567 | 1.0906 | 1.0443 |
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- | No log | 12.5333 | 188 | 1.0992 | 0.2459 | 1.0992 | 1.0484 |
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- | No log | 12.6667 | 190 | 1.0355 | 0.1990 | 1.0355 | 1.0176 |
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- | No log | 12.8 | 192 | 0.9079 | 0.2410 | 0.9079 | 0.9528 |
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- | No log | 12.9333 | 194 | 0.8512 | 0.1628 | 0.8512 | 0.9226 |
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- | No log | 13.0667 | 196 | 0.8019 | 0.2149 | 0.8019 | 0.8955 |
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- | No log | 13.2 | 198 | 0.9237 | 0.2410 | 0.9237 | 0.9611 |
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- | No log | 13.3333 | 200 | 1.1757 | 0.1981 | 1.1757 | 1.0843 |
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- | No log | 13.4667 | 202 | 1.1830 | 0.1860 | 1.1830 | 1.0877 |
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- | No log | 13.6 | 204 | 1.0016 | 0.3169 | 1.0016 | 1.0008 |
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- | No log | 13.7333 | 206 | 0.9471 | 0.2923 | 0.9471 | 0.9732 |
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- | No log | 13.8667 | 208 | 0.9628 | 0.2923 | 0.9628 | 0.9812 |
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- | No log | 14.0 | 210 | 0.9335 | 0.2923 | 0.9335 | 0.9662 |
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- | No log | 14.1333 | 212 | 0.9380 | 0.2923 | 0.9380 | 0.9685 |
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- | No log | 14.2667 | 214 | 0.9672 | 0.2756 | 0.9672 | 0.9835 |
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- | No log | 14.4 | 216 | 1.0310 | 0.2651 | 1.0310 | 1.0154 |
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- | No log | 14.5333 | 218 | 1.0392 | 0.2316 | 1.0392 | 1.0194 |
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- | No log | 14.6667 | 220 | 1.0312 | 0.2316 | 1.0312 | 1.0155 |
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- | No log | 14.8 | 222 | 1.0137 | 0.2703 | 1.0137 | 1.0068 |
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- | No log | 14.9333 | 224 | 0.9137 | 0.2094 | 0.9137 | 0.9559 |
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- | No log | 15.0667 | 226 | 0.8319 | 0.1766 | 0.8319 | 0.9121 |
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- | No log | 15.2 | 228 | 0.9222 | 0.1822 | 0.9222 | 0.9603 |
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- | No log | 15.3333 | 230 | 1.1808 | 0.2141 | 1.1808 | 1.0866 |
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- | No log | 15.4667 | 232 | 1.2523 | 0.1235 | 1.2523 | 1.1191 |
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- | No log | 15.6 | 234 | 1.0875 | 0.2411 | 1.0875 | 1.0428 |
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- | No log | 15.7333 | 236 | 0.8583 | 0.2297 | 0.8583 | 0.9264 |
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- | No log | 15.8667 | 238 | 0.7663 | 0.1972 | 0.7663 | 0.8754 |
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- | No log | 16.0 | 240 | 0.7468 | 0.2085 | 0.7468 | 0.8642 |
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- | No log | 16.1333 | 242 | 0.7787 | 0.1918 | 0.7787 | 0.8824 |
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- | No log | 16.2667 | 244 | 0.8581 | 0.2632 | 0.8581 | 0.9263 |
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- | No log | 16.4 | 246 | 0.9120 | 0.2142 | 0.9120 | 0.9550 |
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- | No log | 16.5333 | 248 | 0.9090 | 0.2193 | 0.9090 | 0.9534 |
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- | No log | 16.6667 | 250 | 0.8438 | 0.2297 | 0.8438 | 0.9186 |
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- | No log | 16.8 | 252 | 0.7519 | 0.1866 | 0.7519 | 0.8671 |
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- | No log | 16.9333 | 254 | 0.7424 | 0.1866 | 0.7424 | 0.8616 |
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- | No log | 17.0667 | 256 | 0.8073 | 0.2063 | 0.8073 | 0.8985 |
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- | No log | 17.2 | 258 | 0.8688 | 0.2574 | 0.8688 | 0.9321 |
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- | No log | 17.3333 | 260 | 0.9393 | 0.2463 | 0.9393 | 0.9692 |
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- | No log | 17.4667 | 262 | 0.9321 | 0.2193 | 0.9321 | 0.9655 |
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- | No log | 17.6 | 264 | 0.9164 | 0.1914 | 0.9164 | 0.9573 |
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- | No log | 17.7333 | 266 | 0.9373 | 0.2463 | 0.9373 | 0.9681 |
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- | No log | 17.8667 | 268 | 1.0158 | 0.2259 | 1.0158 | 1.0079 |
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- | No log | 18.0 | 270 | 1.0108 | 0.2046 | 1.0108 | 1.0054 |
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- | No log | 18.1333 | 272 | 0.9155 | 0.2843 | 0.9155 | 0.9568 |
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- | No log | 18.2667 | 274 | 0.7761 | 0.2467 | 0.7761 | 0.8809 |
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- | No log | 18.4 | 276 | 0.7416 | 0.3092 | 0.7416 | 0.8612 |
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- | No log | 18.5333 | 278 | 0.7937 | 0.2692 | 0.7937 | 0.8909 |
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- | No log | 18.6667 | 280 | 0.9576 | 0.2726 | 0.9576 | 0.9786 |
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- | No log | 18.8 | 282 | 1.0261 | 0.3409 | 1.0261 | 1.0130 |
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- | No log | 18.9333 | 284 | 1.0258 | 0.3409 | 1.0258 | 1.0128 |
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- | No log | 19.0667 | 286 | 0.8936 | 0.3105 | 0.8936 | 0.9453 |
195
- | No log | 19.2 | 288 | 0.8371 | 0.3105 | 0.8371 | 0.9149 |
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- | No log | 19.3333 | 290 | 0.8264 | 0.2904 | 0.8264 | 0.9091 |
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- | No log | 19.4667 | 292 | 0.9262 | 0.2726 | 0.9262 | 0.9624 |
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- | No log | 19.6 | 294 | 1.0185 | 0.2259 | 1.0185 | 1.0092 |
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- | No log | 19.7333 | 296 | 1.0121 | 0.2259 | 1.0121 | 1.0060 |
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- | No log | 19.8667 | 298 | 1.0044 | 0.2615 | 1.0044 | 1.0022 |
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- | No log | 20.0 | 300 | 1.0193 | 0.1911 | 1.0193 | 1.0096 |
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- | No log | 20.1333 | 302 | 1.0240 | 0.2810 | 1.0240 | 1.0119 |
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- | No log | 20.2667 | 304 | 1.0623 | 0.2833 | 1.0623 | 1.0307 |
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- | No log | 20.4 | 306 | 1.1334 | 0.2282 | 1.1334 | 1.0646 |
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- | No log | 20.5333 | 308 | 1.0941 | 0.2589 | 1.0941 | 1.0460 |
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- | No log | 20.6667 | 310 | 0.9076 | 0.3359 | 0.9076 | 0.9527 |
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- | No log | 20.8 | 312 | 0.7503 | 0.3127 | 0.7503 | 0.8662 |
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- | No log | 20.9333 | 314 | 0.7239 | 0.2883 | 0.7239 | 0.8508 |
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- | No log | 21.0667 | 316 | 0.7890 | 0.2352 | 0.7890 | 0.8882 |
210
- | No log | 21.2 | 318 | 0.9286 | 0.2982 | 0.9286 | 0.9637 |
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- | No log | 21.3333 | 320 | 1.0493 | 0.2651 | 1.0493 | 1.0244 |
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- | No log | 21.4667 | 322 | 1.1519 | 0.2567 | 1.1519 | 1.0733 |
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- | No log | 21.6 | 324 | 1.1573 | 0.2412 | 1.1573 | 1.0758 |
214
- | No log | 21.7333 | 326 | 1.1419 | 0.2903 | 1.1419 | 1.0686 |
215
- | No log | 21.8667 | 328 | 1.1000 | 0.2903 | 1.1000 | 1.0488 |
216
- | No log | 22.0 | 330 | 1.0289 | 0.2954 | 1.0289 | 1.0143 |
217
- | No log | 22.1333 | 332 | 0.9301 | 0.3409 | 0.9301 | 0.9644 |
218
- | No log | 22.2667 | 334 | 0.8605 | 0.3675 | 0.8605 | 0.9276 |
219
- | No log | 22.4 | 336 | 0.8479 | 0.3494 | 0.8479 | 0.9208 |
220
- | No log | 22.5333 | 338 | 0.9131 | 0.2866 | 0.9131 | 0.9556 |
221
- | No log | 22.6667 | 340 | 1.0230 | 0.2782 | 1.0230 | 1.0114 |
222
- | No log | 22.8 | 342 | 1.2378 | 0.2282 | 1.2378 | 1.1126 |
223
- | No log | 22.9333 | 344 | 1.4343 | 0.1391 | 1.4343 | 1.1976 |
224
- | No log | 23.0667 | 346 | 1.4825 | 0.1391 | 1.4825 | 1.2176 |
225
- | No log | 23.2 | 348 | 1.2901 | 0.2145 | 1.2901 | 1.1358 |
226
- | No log | 23.3333 | 350 | 1.0082 | 0.3228 | 1.0082 | 1.0041 |
227
- | No log | 23.4667 | 352 | 0.8982 | 0.3473 | 0.8982 | 0.9477 |
228
- | No log | 23.6 | 354 | 0.8556 | 0.2670 | 0.8556 | 0.9250 |
229
- | No log | 23.7333 | 356 | 0.8799 | 0.2923 | 0.8799 | 0.9380 |
230
- | No log | 23.8667 | 358 | 0.9103 | 0.2923 | 0.9103 | 0.9541 |
231
- | No log | 24.0 | 360 | 0.9467 | 0.2923 | 0.9467 | 0.9730 |
232
- | No log | 24.1333 | 362 | 1.0292 | 0.2939 | 1.0292 | 1.0145 |
233
- | No log | 24.2667 | 364 | 1.0079 | 0.3051 | 1.0079 | 1.0040 |
234
- | No log | 24.4 | 366 | 0.9460 | 0.2923 | 0.9460 | 0.9726 |
235
- | No log | 24.5333 | 368 | 0.9173 | 0.3473 | 0.9173 | 0.9577 |
236
- | No log | 24.6667 | 370 | 0.8771 | 0.3105 | 0.8771 | 0.9365 |
237
- | No log | 24.8 | 372 | 0.8564 | 0.3105 | 0.8564 | 0.9254 |
238
- | No log | 24.9333 | 374 | 0.8605 | 0.3105 | 0.8605 | 0.9276 |
239
- | No log | 25.0667 | 376 | 0.8683 | 0.3675 | 0.8683 | 0.9318 |
240
- | No log | 25.2 | 378 | 0.8645 | 0.3675 | 0.8645 | 0.9298 |
241
- | No log | 25.3333 | 380 | 0.8786 | 0.3918 | 0.8786 | 0.9373 |
242
- | No log | 25.4667 | 382 | 0.8716 | 0.3918 | 0.8716 | 0.9336 |
243
- | No log | 25.6 | 384 | 0.8349 | 0.3991 | 0.8349 | 0.9137 |
244
- | No log | 25.7333 | 386 | 0.8817 | 0.3918 | 0.8817 | 0.9390 |
245
- | No log | 25.8667 | 388 | 0.9233 | 0.3473 | 0.9233 | 0.9609 |
246
- | No log | 26.0 | 390 | 0.9012 | 0.3918 | 0.9012 | 0.9493 |
247
- | No log | 26.1333 | 392 | 0.9493 | 0.3287 | 0.9493 | 0.9743 |
248
- | No log | 26.2667 | 394 | 0.9702 | 0.2939 | 0.9702 | 0.9850 |
249
- | No log | 26.4 | 396 | 0.9189 | 0.3538 | 0.9189 | 0.9586 |
250
- | No log | 26.5333 | 398 | 0.8600 | 0.3105 | 0.8600 | 0.9274 |
251
- | No log | 26.6667 | 400 | 0.8426 | 0.3105 | 0.8426 | 0.9179 |
252
- | No log | 26.8 | 402 | 0.8728 | 0.3105 | 0.8728 | 0.9342 |
253
- | No log | 26.9333 | 404 | 1.0211 | 0.1949 | 1.0211 | 1.0105 |
254
- | No log | 27.0667 | 406 | 1.1396 | 0.2141 | 1.1396 | 1.0675 |
255
- | No log | 27.2 | 408 | 1.2045 | 0.2240 | 1.2045 | 1.0975 |
256
- | No log | 27.3333 | 410 | 1.2748 | 0.1944 | 1.2748 | 1.1291 |
257
- | No log | 27.4667 | 412 | 1.2566 | 0.1944 | 1.2566 | 1.1210 |
258
- | No log | 27.6 | 414 | 1.1043 | 0.2100 | 1.1043 | 1.0509 |
259
- | No log | 27.7333 | 416 | 0.9728 | 0.2756 | 0.9728 | 0.9863 |
260
- | No log | 27.8667 | 418 | 0.8796 | 0.2784 | 0.8796 | 0.9379 |
261
- | No log | 28.0 | 420 | 0.8558 | 0.2784 | 0.8558 | 0.9251 |
262
- | No log | 28.1333 | 422 | 0.8721 | 0.2784 | 0.8721 | 0.9339 |
263
- | No log | 28.2667 | 424 | 0.8977 | 0.2784 | 0.8977 | 0.9474 |
264
- | No log | 28.4 | 426 | 0.9425 | 0.2982 | 0.9425 | 0.9708 |
265
- | No log | 28.5333 | 428 | 0.8892 | 0.2297 | 0.8892 | 0.9430 |
266
- | No log | 28.6667 | 430 | 0.8669 | 0.2409 | 0.8669 | 0.9311 |
267
- | No log | 28.8 | 432 | 0.9180 | 0.2904 | 0.9180 | 0.9581 |
268
- | No log | 28.9333 | 434 | 1.0790 | 0.2363 | 1.0790 | 1.0387 |
269
- | No log | 29.0667 | 436 | 1.3037 | 0.2280 | 1.3037 | 1.1418 |
270
- | No log | 29.2 | 438 | 1.3902 | 0.2074 | 1.3902 | 1.1791 |
271
- | No log | 29.3333 | 440 | 1.1946 | 0.1873 | 1.1946 | 1.0930 |
272
- | No log | 29.4667 | 442 | 0.9125 | 0.2463 | 0.9125 | 0.9552 |
273
- | No log | 29.6 | 444 | 0.7604 | 0.2589 | 0.7604 | 0.8720 |
274
- | No log | 29.7333 | 446 | 0.7200 | 0.2537 | 0.7200 | 0.8485 |
275
- | No log | 29.8667 | 448 | 0.7242 | 0.2407 | 0.7242 | 0.8510 |
276
- | No log | 30.0 | 450 | 0.7622 | 0.2171 | 0.7622 | 0.8730 |
277
- | No log | 30.1333 | 452 | 0.8250 | 0.2518 | 0.8250 | 0.9083 |
278
- | No log | 30.2667 | 454 | 0.9066 | 0.2670 | 0.9066 | 0.9522 |
279
- | No log | 30.4 | 456 | 1.0062 | 0.2601 | 1.0062 | 1.0031 |
280
- | No log | 30.5333 | 458 | 1.1489 | 0.1758 | 1.1489 | 1.0719 |
281
- | No log | 30.6667 | 460 | 1.2614 | 0.1944 | 1.2614 | 1.1231 |
282
- | No log | 30.8 | 462 | 1.2139 | 0.1944 | 1.2139 | 1.1018 |
283
- | No log | 30.9333 | 464 | 1.0809 | 0.2183 | 1.0809 | 1.0397 |
284
- | No log | 31.0667 | 466 | 0.9166 | 0.2670 | 0.9166 | 0.9574 |
285
- | No log | 31.2 | 468 | 0.8434 | 0.2463 | 0.8434 | 0.9184 |
286
- | No log | 31.3333 | 470 | 0.8581 | 0.2726 | 0.8581 | 0.9263 |
287
- | No log | 31.4667 | 472 | 0.8939 | 0.2670 | 0.8939 | 0.9455 |
288
- | No log | 31.6 | 474 | 0.9519 | 0.2615 | 0.9519 | 0.9757 |
289
- | No log | 31.7333 | 476 | 0.9802 | 0.2211 | 0.9802 | 0.9901 |
290
- | No log | 31.8667 | 478 | 0.9636 | 0.2562 | 0.9636 | 0.9816 |
291
- | No log | 32.0 | 480 | 0.9816 | 0.2211 | 0.9816 | 0.9908 |
292
- | No log | 32.1333 | 482 | 1.0303 | 0.2460 | 1.0303 | 1.0150 |
293
- | No log | 32.2667 | 484 | 1.0811 | 0.2995 | 1.0811 | 1.0398 |
294
- | No log | 32.4 | 486 | 1.1721 | 0.2252 | 1.1721 | 1.0826 |
295
- | No log | 32.5333 | 488 | 1.1898 | 0.2504 | 1.1898 | 1.0908 |
296
- | No log | 32.6667 | 490 | 1.0753 | 0.2995 | 1.0753 | 1.0370 |
297
- | No log | 32.8 | 492 | 0.9884 | 0.2995 | 0.9884 | 0.9942 |
298
- | No log | 32.9333 | 494 | 0.9398 | 0.3110 | 0.9398 | 0.9694 |
299
- | No log | 33.0667 | 496 | 0.9311 | 0.3169 | 0.9311 | 0.9650 |
300
- | No log | 33.2 | 498 | 0.8907 | 0.2726 | 0.8907 | 0.9438 |
301
- | 0.2281 | 33.3333 | 500 | 0.8659 | 0.2463 | 0.8659 | 0.9305 |
302
- | 0.2281 | 33.4667 | 502 | 0.9148 | 0.2726 | 0.9148 | 0.9565 |
303
- | 0.2281 | 33.6 | 504 | 0.9888 | 0.3169 | 0.9888 | 0.9944 |
304
- | 0.2281 | 33.7333 | 506 | 1.0324 | 0.2995 | 1.0324 | 1.0161 |
305
- | 0.2281 | 33.8667 | 508 | 0.9960 | 0.3169 | 0.9960 | 0.9980 |
306
- | 0.2281 | 34.0 | 510 | 0.9182 | 0.2463 | 0.9182 | 0.9582 |
307
- | 0.2281 | 34.1333 | 512 | 0.8995 | 0.2463 | 0.8995 | 0.9484 |
308
- | 0.2281 | 34.2667 | 514 | 0.9276 | 0.2670 | 0.9276 | 0.9631 |
309
- | 0.2281 | 34.4 | 516 | 0.9509 | 0.3169 | 0.9509 | 0.9751 |
310
- | 0.2281 | 34.5333 | 518 | 0.9099 | 0.2670 | 0.9099 | 0.9539 |
311
- | 0.2281 | 34.6667 | 520 | 0.8787 | 0.2463 | 0.8787 | 0.9374 |
312
- | 0.2281 | 34.8 | 522 | 0.8274 | 0.2518 | 0.8274 | 0.9096 |
313
- | 0.2281 | 34.9333 | 524 | 0.8094 | 0.2904 | 0.8094 | 0.8996 |
314
- | 0.2281 | 35.0667 | 526 | 0.8133 | 0.2518 | 0.8133 | 0.9019 |
315
- | 0.2281 | 35.2 | 528 | 0.8713 | 0.2518 | 0.8713 | 0.9334 |
316
- | 0.2281 | 35.3333 | 530 | 0.9467 | 0.2259 | 0.9467 | 0.9730 |
317
- | 0.2281 | 35.4667 | 532 | 1.0065 | 0.2411 | 1.0065 | 1.0033 |
318
- | 0.2281 | 35.6 | 534 | 1.0045 | 0.2411 | 1.0045 | 1.0022 |
319
- | 0.2281 | 35.7333 | 536 | 0.9619 | 0.2810 | 0.9619 | 0.9808 |
320
- | 0.2281 | 35.8667 | 538 | 0.9194 | 0.2670 | 0.9194 | 0.9588 |
321
- | 0.2281 | 36.0 | 540 | 0.8508 | 0.2904 | 0.8508 | 0.9224 |
322
- | 0.2281 | 36.1333 | 542 | 0.8165 | 0.2967 | 0.8165 | 0.9036 |
323
- | 0.2281 | 36.2667 | 544 | 0.8198 | 0.2904 | 0.8198 | 0.9055 |
324
- | 0.2281 | 36.4 | 546 | 0.8516 | 0.2410 | 0.8516 | 0.9228 |
325
- | 0.2281 | 36.5333 | 548 | 0.8726 | 0.2670 | 0.8726 | 0.9342 |
326
- | 0.2281 | 36.6667 | 550 | 0.9087 | 0.3347 | 0.9087 | 0.9532 |
327
- | 0.2281 | 36.8 | 552 | 0.9338 | 0.2995 | 0.9338 | 0.9663 |
328
- | 0.2281 | 36.9333 | 554 | 0.9068 | 0.3347 | 0.9068 | 0.9523 |
329
- | 0.2281 | 37.0667 | 556 | 0.8629 | 0.3231 | 0.8629 | 0.9289 |
330
- | 0.2281 | 37.2 | 558 | 0.8311 | 0.2518 | 0.8311 | 0.9116 |
331
- | 0.2281 | 37.3333 | 560 | 0.8227 | 0.2518 | 0.8227 | 0.9070 |
332
- | 0.2281 | 37.4667 | 562 | 0.8490 | 0.3294 | 0.8490 | 0.9214 |
333
- | 0.2281 | 37.6 | 564 | 0.8767 | 0.3231 | 0.8767 | 0.9363 |
334
- | 0.2281 | 37.7333 | 566 | 0.9419 | 0.3287 | 0.9419 | 0.9705 |
335
- | 0.2281 | 37.8667 | 568 | 1.0162 | 0.3170 | 1.0163 | 1.0081 |
336
- | 0.2281 | 38.0 | 570 | 1.0240 | 0.3395 | 1.0240 | 1.0119 |
337
- | 0.2281 | 38.1333 | 572 | 0.9923 | 0.3170 | 0.9923 | 0.9962 |
338
- | 0.2281 | 38.2667 | 574 | 0.9921 | 0.3170 | 0.9921 | 0.9960 |
339
- | 0.2281 | 38.4 | 576 | 0.9383 | 0.3473 | 0.9383 | 0.9687 |
340
- | 0.2281 | 38.5333 | 578 | 0.8532 | 0.3042 | 0.8532 | 0.9237 |
341
- | 0.2281 | 38.6667 | 580 | 0.8170 | 0.3105 | 0.8170 | 0.9039 |
342
- | 0.2281 | 38.8 | 582 | 0.8243 | 0.2463 | 0.8243 | 0.9079 |
343
- | 0.2281 | 38.9333 | 584 | 0.8651 | 0.3294 | 0.8651 | 0.9301 |
344
- | 0.2281 | 39.0667 | 586 | 0.9075 | 0.3231 | 0.9075 | 0.9526 |
345
- | 0.2281 | 39.2 | 588 | 1.0008 | 0.2756 | 1.0008 | 1.0004 |
346
- | 0.2281 | 39.3333 | 590 | 1.1057 | 0.2316 | 1.1057 | 1.0515 |
347
- | 0.2281 | 39.4667 | 592 | 1.1826 | 0.2183 | 1.1826 | 1.0875 |
348
- | 0.2281 | 39.6 | 594 | 1.1930 | 0.2183 | 1.1930 | 1.0923 |
349
- | 0.2281 | 39.7333 | 596 | 1.1605 | 0.2504 | 1.1605 | 1.0773 |
350
- | 0.2281 | 39.8667 | 598 | 1.0809 | 0.2075 | 1.0809 | 1.0397 |
351
- | 0.2281 | 40.0 | 600 | 1.0556 | 0.2411 | 1.0556 | 1.0274 |
352
- | 0.2281 | 40.1333 | 602 | 1.0367 | 0.2411 | 1.0367 | 1.0182 |
353
- | 0.2281 | 40.2667 | 604 | 1.0444 | 0.2411 | 1.0444 | 1.0220 |
354
- | 0.2281 | 40.4 | 606 | 1.0639 | 0.2271 | 1.0639 | 1.0314 |
355
 
356
 
357
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_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_run2_AugV5_k7_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: 0.7187
19
+ - Qwk: 0.3341
20
+ - Mse: 0.7187
21
+ - Rmse: 0.8478
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1176 | 2 | 2.5757 | -0.0924 | 2.5757 | 1.6049 |
53
+ | No log | 0.2353 | 4 | 1.3587 | 0.0994 | 1.3587 | 1.1656 |
54
+ | No log | 0.3529 | 6 | 1.1844 | -0.2292 | 1.1844 | 1.0883 |
55
+ | No log | 0.4706 | 8 | 0.9977 | -0.0426 | 0.9977 | 0.9988 |
56
+ | No log | 0.5882 | 10 | 0.9364 | 0.1007 | 0.9364 | 0.9677 |
57
+ | No log | 0.7059 | 12 | 0.8715 | 0.1648 | 0.8715 | 0.9335 |
58
+ | No log | 0.8235 | 14 | 0.8307 | -0.0103 | 0.8307 | 0.9114 |
59
+ | No log | 0.9412 | 16 | 0.8269 | -0.0483 | 0.8269 | 0.9094 |
60
+ | No log | 1.0588 | 18 | 0.9257 | 0.0495 | 0.9257 | 0.9621 |
61
+ | No log | 1.1765 | 20 | 0.9539 | -0.0700 | 0.9539 | 0.9767 |
62
+ | No log | 1.2941 | 22 | 0.8720 | 0.0027 | 0.8720 | 0.9338 |
63
+ | No log | 1.4118 | 24 | 0.8314 | 0.0 | 0.8314 | 0.9118 |
64
+ | No log | 1.5294 | 26 | 0.8248 | 0.0 | 0.8248 | 0.9082 |
65
+ | No log | 1.6471 | 28 | 0.8307 | 0.1236 | 0.8307 | 0.9114 |
66
+ | No log | 1.7647 | 30 | 0.7798 | 0.0 | 0.7798 | 0.8831 |
67
+ | No log | 1.8824 | 32 | 0.7549 | 0.0 | 0.7549 | 0.8688 |
68
+ | No log | 2.0 | 34 | 0.7683 | 0.0 | 0.7683 | 0.8765 |
69
+ | No log | 2.1176 | 36 | 0.8061 | 0.0481 | 0.8061 | 0.8978 |
70
+ | No log | 2.2353 | 38 | 0.9177 | 0.2526 | 0.9177 | 0.9579 |
71
+ | No log | 2.3529 | 40 | 0.9241 | 0.3444 | 0.9241 | 0.9613 |
72
+ | No log | 2.4706 | 42 | 0.8782 | 0.3173 | 0.8782 | 0.9371 |
73
+ | No log | 2.5882 | 44 | 0.7992 | 0.1372 | 0.7992 | 0.8940 |
74
+ | No log | 2.7059 | 46 | 0.7477 | 0.0937 | 0.7477 | 0.8647 |
75
+ | No log | 2.8235 | 48 | 0.7057 | 0.0428 | 0.7057 | 0.8400 |
76
+ | No log | 2.9412 | 50 | 0.7487 | 0.3243 | 0.7487 | 0.8653 |
77
+ | No log | 3.0588 | 52 | 0.8144 | 0.1648 | 0.8144 | 0.9025 |
78
+ | No log | 3.1765 | 54 | 0.8334 | 0.1699 | 0.8334 | 0.9129 |
79
+ | No log | 3.2941 | 56 | 0.8386 | 0.1094 | 0.8386 | 0.9157 |
80
+ | No log | 3.4118 | 58 | 0.8747 | -0.0027 | 0.8747 | 0.9353 |
81
+ | No log | 3.5294 | 60 | 0.9345 | -0.1275 | 0.9345 | 0.9667 |
82
+ | No log | 3.6471 | 62 | 0.8860 | -0.0444 | 0.8860 | 0.9413 |
83
+ | No log | 3.7647 | 64 | 0.7937 | 0.0 | 0.7937 | 0.8909 |
84
+ | No log | 3.8824 | 66 | 0.7158 | 0.0889 | 0.7158 | 0.8460 |
85
+ | No log | 4.0 | 68 | 0.7009 | 0.0393 | 0.7009 | 0.8372 |
86
+ | No log | 4.1176 | 70 | 0.7320 | 0.0359 | 0.7320 | 0.8556 |
87
+ | No log | 4.2353 | 72 | 0.7952 | -0.0051 | 0.7952 | 0.8917 |
88
+ | No log | 4.3529 | 74 | 0.8104 | 0.0265 | 0.8104 | 0.9002 |
89
+ | No log | 4.4706 | 76 | 0.8378 | 0.0927 | 0.8378 | 0.9153 |
90
+ | No log | 4.5882 | 78 | 0.8915 | 0.0966 | 0.8915 | 0.9442 |
91
+ | No log | 4.7059 | 80 | 0.9184 | 0.1699 | 0.9184 | 0.9583 |
92
+ | No log | 4.8235 | 82 | 0.9273 | 0.2171 | 0.9273 | 0.9630 |
93
+ | No log | 4.9412 | 84 | 0.9053 | 0.1972 | 0.9053 | 0.9515 |
94
+ | No log | 5.0588 | 86 | 0.9132 | 0.0245 | 0.9132 | 0.9556 |
95
+ | No log | 5.1765 | 88 | 0.8966 | 0.0968 | 0.8966 | 0.9469 |
96
+ | No log | 5.2941 | 90 | 0.9317 | 0.1303 | 0.9317 | 0.9652 |
97
+ | No log | 5.4118 | 92 | 0.9620 | 0.2063 | 0.9620 | 0.9808 |
98
+ | No log | 5.5294 | 94 | 0.9345 | 0.2632 | 0.9345 | 0.9667 |
99
+ | No log | 5.6471 | 96 | 0.8433 | 0.3238 | 0.8433 | 0.9183 |
100
+ | No log | 5.7647 | 98 | 0.8240 | 0.2007 | 0.8240 | 0.9078 |
101
+ | No log | 5.8824 | 100 | 0.8275 | -0.0070 | 0.8275 | 0.9096 |
102
+ | No log | 6.0 | 102 | 0.8620 | 0.0362 | 0.8620 | 0.9284 |
103
+ | No log | 6.1176 | 104 | 0.8316 | 0.0697 | 0.8316 | 0.9119 |
104
+ | No log | 6.2353 | 106 | 0.8263 | 0.2345 | 0.8263 | 0.9090 |
105
+ | No log | 6.3529 | 108 | 0.8755 | 0.2604 | 0.8755 | 0.9357 |
106
+ | No log | 6.4706 | 110 | 0.8392 | 0.2171 | 0.8392 | 0.9161 |
107
+ | No log | 6.5882 | 112 | 0.8389 | 0.2063 | 0.8389 | 0.9159 |
108
+ | No log | 6.7059 | 114 | 0.8407 | 0.0 | 0.8407 | 0.9169 |
109
+ | No log | 6.8235 | 116 | 0.7234 | 0.1829 | 0.7234 | 0.8505 |
110
+ | No log | 6.9412 | 118 | 0.6556 | 0.2819 | 0.6556 | 0.8097 |
111
+ | No log | 7.0588 | 120 | 0.6881 | 0.3950 | 0.6881 | 0.8295 |
112
+ | No log | 7.1765 | 122 | 0.8563 | 0.3499 | 0.8563 | 0.9254 |
113
+ | No log | 7.2941 | 124 | 0.9866 | 0.2921 | 0.9866 | 0.9933 |
114
+ | No log | 7.4118 | 126 | 0.9981 | 0.2464 | 0.9981 | 0.9991 |
115
+ | No log | 7.5294 | 128 | 1.0640 | 0.1354 | 1.0640 | 1.0315 |
116
+ | No log | 7.6471 | 130 | 1.5347 | 0.1007 | 1.5347 | 1.2388 |
117
+ | No log | 7.7647 | 132 | 1.5733 | 0.0790 | 1.5733 | 1.2543 |
118
+ | No log | 7.8824 | 134 | 1.2396 | 0.1332 | 1.2396 | 1.1134 |
119
+ | No log | 8.0 | 136 | 0.9817 | 0.0801 | 0.9817 | 0.9908 |
120
+ | No log | 8.1176 | 138 | 0.9364 | 0.2832 | 0.9364 | 0.9677 |
121
+ | No log | 8.2353 | 140 | 0.8926 | 0.3183 | 0.8926 | 0.9448 |
122
+ | No log | 8.3529 | 142 | 0.8516 | 0.3221 | 0.8516 | 0.9228 |
123
+ | No log | 8.4706 | 144 | 0.8222 | 0.2414 | 0.8222 | 0.9068 |
124
+ | No log | 8.5882 | 146 | 0.8010 | 0.2813 | 0.8010 | 0.8950 |
125
+ | No log | 8.7059 | 148 | 0.7963 | 0.2784 | 0.7963 | 0.8924 |
126
+ | No log | 8.8235 | 150 | 0.8079 | 0.3372 | 0.8079 | 0.8989 |
127
+ | No log | 8.9412 | 152 | 0.8412 | 0.3699 | 0.8412 | 0.9171 |
128
+ | No log | 9.0588 | 154 | 0.7978 | 0.3637 | 0.7978 | 0.8932 |
129
+ | No log | 9.1765 | 156 | 0.7614 | 0.3099 | 0.7614 | 0.8726 |
130
+ | No log | 9.2941 | 158 | 0.7245 | 0.1699 | 0.7245 | 0.8512 |
131
+ | No log | 9.4118 | 160 | 0.7185 | 0.1807 | 0.7185 | 0.8477 |
132
+ | No log | 9.5294 | 162 | 0.7381 | 0.1268 | 0.7381 | 0.8592 |
133
+ | No log | 9.6471 | 164 | 0.7843 | 0.2171 | 0.7843 | 0.8856 |
134
+ | No log | 9.7647 | 166 | 0.8367 | 0.2328 | 0.8367 | 0.9147 |
135
+ | No log | 9.8824 | 168 | 0.8363 | 0.1995 | 0.8363 | 0.9145 |
136
+ | No log | 10.0 | 170 | 0.8047 | 0.2589 | 0.8047 | 0.8970 |
137
+ | No log | 10.1176 | 172 | 0.8180 | 0.0652 | 0.8180 | 0.9044 |
138
+ | No log | 10.2353 | 174 | 0.8233 | 0.0652 | 0.8233 | 0.9074 |
139
+ | No log | 10.3529 | 176 | 0.7997 | 0.2027 | 0.7997 | 0.8942 |
140
+ | No log | 10.4706 | 178 | 0.8016 | 0.3372 | 0.8016 | 0.8953 |
141
+ | No log | 10.5882 | 180 | 0.7845 | 0.3819 | 0.7845 | 0.8857 |
142
+ | No log | 10.7059 | 182 | 0.6968 | 0.3032 | 0.6968 | 0.8347 |
143
+ | No log | 10.8235 | 184 | 0.6736 | 0.3425 | 0.6736 | 0.8208 |
144
+ | No log | 10.9412 | 186 | 0.7071 | 0.3127 | 0.7071 | 0.8409 |
145
+ | No log | 11.0588 | 188 | 0.7794 | 0.3372 | 0.7794 | 0.8828 |
146
+ | No log | 11.1765 | 190 | 0.8896 | 0.3782 | 0.8896 | 0.9432 |
147
+ | No log | 11.2941 | 192 | 0.8603 | 0.4251 | 0.8603 | 0.9275 |
148
+ | No log | 11.4118 | 194 | 0.7622 | 0.2784 | 0.7622 | 0.8730 |
149
+ | No log | 11.5294 | 196 | 0.7462 | 0.2683 | 0.7462 | 0.8638 |
150
+ | No log | 11.6471 | 198 | 0.7544 | 0.2683 | 0.7544 | 0.8686 |
151
+ | No log | 11.7647 | 200 | 0.7524 | 0.2319 | 0.7524 | 0.8674 |
152
+ | No log | 11.8824 | 202 | 0.8204 | 0.4089 | 0.8204 | 0.9058 |
153
+ | No log | 12.0 | 204 | 0.8332 | 0.3590 | 0.8332 | 0.9128 |
154
+ | No log | 12.1176 | 206 | 0.8053 | 0.1264 | 0.8053 | 0.8974 |
155
+ | No log | 12.2353 | 208 | 0.8030 | 0.2043 | 0.8030 | 0.8961 |
156
+ | No log | 12.3529 | 210 | 0.8035 | 0.1051 | 0.8035 | 0.8964 |
157
+ | No log | 12.4706 | 212 | 0.7790 | 0.2158 | 0.7790 | 0.8826 |
158
+ | No log | 12.5882 | 214 | 0.7441 | 0.2319 | 0.7441 | 0.8626 |
159
+ | No log | 12.7059 | 216 | 0.7776 | 0.3894 | 0.7776 | 0.8818 |
160
+ | No log | 12.8235 | 218 | 0.7996 | 0.4014 | 0.7996 | 0.8942 |
161
+ | No log | 12.9412 | 220 | 0.7439 | 0.4052 | 0.7439 | 0.8625 |
162
+ | No log | 13.0588 | 222 | 0.7111 | 0.3471 | 0.7111 | 0.8433 |
163
+ | No log | 13.1765 | 224 | 0.6985 | 0.3341 | 0.6985 | 0.8357 |
164
+ | No log | 13.2941 | 226 | 0.7284 | 0.3545 | 0.7284 | 0.8535 |
165
+ | No log | 13.4118 | 228 | 0.8148 | 0.3372 | 0.8148 | 0.9027 |
166
+ | No log | 13.5294 | 230 | 0.9035 | 0.3519 | 0.9035 | 0.9505 |
167
+ | No log | 13.6471 | 232 | 0.8974 | 0.2754 | 0.8974 | 0.9473 |
168
+ | No log | 13.7647 | 234 | 0.8592 | 0.2847 | 0.8592 | 0.9269 |
169
+ | No log | 13.8824 | 236 | 0.8327 | 0.3737 | 0.8327 | 0.9125 |
170
+ | No log | 14.0 | 238 | 0.8219 | 0.3918 | 0.8219 | 0.9066 |
171
+ | No log | 14.1176 | 240 | 0.7738 | 0.3032 | 0.7738 | 0.8797 |
172
+ | No log | 14.2353 | 242 | 0.7455 | 0.3712 | 0.7455 | 0.8634 |
173
+ | No log | 14.3529 | 244 | 0.7875 | 0.3302 | 0.7875 | 0.8874 |
174
+ | No log | 14.4706 | 246 | 0.8593 | 0.3869 | 0.8593 | 0.9270 |
175
+ | No log | 14.5882 | 248 | 0.9272 | 0.3825 | 0.9272 | 0.9629 |
176
+ | No log | 14.7059 | 250 | 0.8637 | 0.3538 | 0.8637 | 0.9294 |
177
+ | No log | 14.8235 | 252 | 0.7736 | 0.3894 | 0.7736 | 0.8795 |
178
+ | No log | 14.9412 | 254 | 0.7035 | 0.3594 | 0.7035 | 0.8387 |
179
+ | No log | 15.0588 | 256 | 0.6780 | 0.4001 | 0.6780 | 0.8234 |
180
+ | No log | 15.1765 | 258 | 0.6778 | 0.4291 | 0.6778 | 0.8233 |
181
+ | No log | 15.2941 | 260 | 0.6805 | 0.4001 | 0.6805 | 0.8249 |
182
+ | No log | 15.4118 | 262 | 0.7081 | 0.4158 | 0.7081 | 0.8415 |
183
+ | No log | 15.5294 | 264 | 0.7434 | 0.3868 | 0.7434 | 0.8622 |
184
+ | No log | 15.6471 | 266 | 0.8074 | 0.3746 | 0.8074 | 0.8986 |
185
+ | No log | 15.7647 | 268 | 0.8077 | 0.3699 | 0.8077 | 0.8987 |
186
+ | No log | 15.8824 | 270 | 0.8001 | 0.4014 | 0.8001 | 0.8945 |
187
+ | No log | 16.0 | 272 | 0.7637 | 0.3770 | 0.7637 | 0.8739 |
188
+ | No log | 16.1176 | 274 | 0.7132 | 0.3518 | 0.7132 | 0.8445 |
189
+ | No log | 16.2353 | 276 | 0.7116 | 0.3238 | 0.7116 | 0.8436 |
190
+ | No log | 16.3529 | 278 | 0.7267 | 0.3238 | 0.7267 | 0.8525 |
191
+ | No log | 16.4706 | 280 | 0.7366 | 0.3099 | 0.7366 | 0.8583 |
192
+ | No log | 16.5882 | 282 | 0.7447 | 0.3712 | 0.7447 | 0.8630 |
193
+ | No log | 16.7059 | 284 | 0.7767 | 0.3712 | 0.7767 | 0.8813 |
194
+ | No log | 16.8235 | 286 | 0.8651 | 0.3675 | 0.8651 | 0.9301 |
195
+ | No log | 16.9412 | 288 | 0.8676 | 0.3606 | 0.8676 | 0.9315 |
196
+ | No log | 17.0588 | 290 | 0.8148 | 0.3819 | 0.8148 | 0.9027 |
197
+ | No log | 17.1765 | 292 | 0.8137 | 0.3637 | 0.8137 | 0.9021 |
198
+ | No log | 17.2941 | 294 | 0.7826 | 0.3737 | 0.7826 | 0.8847 |
199
+ | No log | 17.4118 | 296 | 0.7781 | 0.2847 | 0.7781 | 0.8821 |
200
+ | No log | 17.5294 | 298 | 0.7970 | 0.2319 | 0.7970 | 0.8927 |
201
+ | No log | 17.6471 | 300 | 0.8518 | 0.1918 | 0.8518 | 0.9230 |
202
+ | No log | 17.7647 | 302 | 0.9251 | 0.1866 | 0.9251 | 0.9618 |
203
+ | No log | 17.8824 | 304 | 0.9407 | 0.1866 | 0.9407 | 0.9699 |
204
+ | No log | 18.0 | 306 | 0.8990 | 0.1918 | 0.8990 | 0.9482 |
205
+ | No log | 18.1176 | 308 | 0.8168 | 0.2847 | 0.8168 | 0.9038 |
206
+ | No log | 18.2353 | 310 | 0.7374 | 0.3919 | 0.7374 | 0.8587 |
207
+ | No log | 18.3529 | 312 | 0.7206 | 0.3919 | 0.7206 | 0.8489 |
208
+ | No log | 18.4706 | 314 | 0.7563 | 0.4684 | 0.7563 | 0.8696 |
209
+ | No log | 18.5882 | 316 | 0.7759 | 0.4684 | 0.7759 | 0.8809 |
210
+ | No log | 18.7059 | 318 | 0.7929 | 0.4684 | 0.7929 | 0.8905 |
211
+ | No log | 18.8235 | 320 | 0.7879 | 0.3572 | 0.7879 | 0.8876 |
212
+ | No log | 18.9412 | 322 | 0.7850 | 0.3572 | 0.7850 | 0.8860 |
213
+ | No log | 19.0588 | 324 | 0.7964 | 0.4270 | 0.7964 | 0.8924 |
214
+ | No log | 19.1765 | 326 | 0.8016 | 0.3996 | 0.8016 | 0.8953 |
215
+ | No log | 19.2941 | 328 | 0.8174 | 0.3590 | 0.8174 | 0.9041 |
216
+ | No log | 19.4118 | 330 | 0.7876 | 0.4247 | 0.7876 | 0.8874 |
217
+ | No log | 19.5294 | 332 | 0.8040 | 0.3770 | 0.8040 | 0.8966 |
218
+ | No log | 19.6471 | 334 | 0.7851 | 0.3770 | 0.7851 | 0.8861 |
219
+ | No log | 19.7647 | 336 | 0.7121 | 0.4592 | 0.7121 | 0.8439 |
220
+ | No log | 19.8824 | 338 | 0.6655 | 0.2819 | 0.6655 | 0.8158 |
221
+ | No log | 20.0 | 340 | 0.6671 | 0.2819 | 0.6671 | 0.8167 |
222
+ | No log | 20.1176 | 342 | 0.6997 | 0.3782 | 0.6997 | 0.8365 |
223
+ | No log | 20.2353 | 344 | 0.7596 | 0.4076 | 0.7596 | 0.8715 |
224
+ | No log | 20.3529 | 346 | 0.8016 | 0.3372 | 0.8016 | 0.8953 |
225
+ | No log | 20.4706 | 348 | 0.8415 | 0.3372 | 0.8415 | 0.9173 |
226
+ | No log | 20.5882 | 350 | 0.8207 | 0.3519 | 0.8207 | 0.9059 |
227
+ | No log | 20.7059 | 352 | 0.8039 | 0.3519 | 0.8039 | 0.8966 |
228
+ | No log | 20.8235 | 354 | 0.7602 | 0.3544 | 0.7602 | 0.8719 |
229
+ | No log | 20.9412 | 356 | 0.7442 | 0.4190 | 0.7442 | 0.8626 |
230
+ | No log | 21.0588 | 358 | 0.7384 | 0.4167 | 0.7384 | 0.8593 |
231
+ | No log | 21.1765 | 360 | 0.7168 | 0.4479 | 0.7168 | 0.8467 |
232
+ | No log | 21.2941 | 362 | 0.7191 | 0.4479 | 0.7191 | 0.8480 |
233
+ | No log | 21.4118 | 364 | 0.7384 | 0.4576 | 0.7384 | 0.8593 |
234
+ | No log | 21.5294 | 366 | 0.7592 | 0.4167 | 0.7592 | 0.8713 |
235
+ | No log | 21.6471 | 368 | 0.7503 | 0.4576 | 0.7503 | 0.8662 |
236
+ | No log | 21.7647 | 370 | 0.7116 | 0.4576 | 0.7116 | 0.8436 |
237
+ | No log | 21.8824 | 372 | 0.6735 | 0.3755 | 0.6735 | 0.8207 |
238
+ | No log | 22.0 | 374 | 0.6573 | 0.3123 | 0.6573 | 0.8107 |
239
+ | No log | 22.1176 | 376 | 0.6633 | 0.3976 | 0.6633 | 0.8144 |
240
+ | No log | 22.2353 | 378 | 0.7019 | 0.4753 | 0.7019 | 0.8378 |
241
+ | No log | 22.3529 | 380 | 0.7806 | 0.4167 | 0.7806 | 0.8835 |
242
+ | No log | 22.4706 | 382 | 0.9162 | 0.3913 | 0.9162 | 0.9572 |
243
+ | No log | 22.5882 | 384 | 0.9838 | 0.3128 | 0.9838 | 0.9919 |
244
+ | No log | 22.7059 | 386 | 0.9348 | 0.3012 | 0.9348 | 0.9668 |
245
+ | No log | 22.8235 | 388 | 0.8444 | 0.2883 | 0.8444 | 0.9189 |
246
+ | No log | 22.9412 | 390 | 0.7869 | 0.2145 | 0.7869 | 0.8871 |
247
+ | No log | 23.0588 | 392 | 0.7715 | 0.1863 | 0.7715 | 0.8783 |
248
+ | No log | 23.1765 | 394 | 0.7584 | 0.2206 | 0.7584 | 0.8709 |
249
+ | No log | 23.2941 | 396 | 0.7867 | 0.3020 | 0.7867 | 0.8870 |
250
+ | No log | 23.4118 | 398 | 0.8898 | 0.3972 | 0.8898 | 0.9433 |
251
+ | No log | 23.5294 | 400 | 0.9919 | 0.3473 | 0.9919 | 0.9960 |
252
+ | No log | 23.6471 | 402 | 1.0320 | 0.2781 | 1.0320 | 1.0159 |
253
+ | No log | 23.7647 | 404 | 1.0073 | 0.2387 | 1.0073 | 1.0036 |
254
+ | No log | 23.8824 | 406 | 0.9323 | 0.3060 | 0.9323 | 0.9656 |
255
+ | No log | 24.0 | 408 | 0.9247 | 0.2532 | 0.9247 | 0.9616 |
256
+ | No log | 24.1176 | 410 | 0.9271 | 0.2838 | 0.9271 | 0.9629 |
257
+ | No log | 24.2353 | 412 | 0.9283 | 0.3106 | 0.9283 | 0.9635 |
258
+ | No log | 24.3529 | 414 | 0.9059 | 0.2813 | 0.9059 | 0.9518 |
259
+ | No log | 24.4706 | 416 | 0.9277 | 0.3344 | 0.9277 | 0.9632 |
260
+ | No log | 24.5882 | 418 | 0.9200 | 0.3918 | 0.9200 | 0.9591 |
261
+ | No log | 24.7059 | 420 | 0.8989 | 0.3991 | 0.8989 | 0.9481 |
262
+ | No log | 24.8235 | 422 | 0.8600 | 0.3894 | 0.8600 | 0.9274 |
263
+ | No log | 24.9412 | 424 | 0.8149 | 0.4392 | 0.8149 | 0.9027 |
264
+ | No log | 25.0588 | 426 | 0.7731 | 0.4243 | 0.7731 | 0.8793 |
265
+ | No log | 25.1765 | 428 | 0.7624 | 0.3976 | 0.7624 | 0.8731 |
266
+ | No log | 25.2941 | 430 | 0.7936 | 0.4243 | 0.7936 | 0.8909 |
267
+ | No log | 25.4118 | 432 | 0.8036 | 0.3622 | 0.8036 | 0.8964 |
268
+ | No log | 25.5294 | 434 | 0.8172 | 0.3224 | 0.8172 | 0.9040 |
269
+ | No log | 25.6471 | 436 | 0.7936 | 0.3224 | 0.7936 | 0.8908 |
270
+ | No log | 25.7647 | 438 | 0.7833 | 0.3498 | 0.7833 | 0.8851 |
271
+ | No log | 25.8824 | 440 | 0.7797 | 0.4663 | 0.7797 | 0.8830 |
272
+ | No log | 26.0 | 442 | 0.8268 | 0.3843 | 0.8268 | 0.9093 |
273
+ | No log | 26.1176 | 444 | 0.8310 | 0.3843 | 0.8310 | 0.9116 |
274
+ | No log | 26.2353 | 446 | 0.7962 | 0.4753 | 0.7962 | 0.8923 |
275
+ | No log | 26.3529 | 448 | 0.7693 | 0.4753 | 0.7693 | 0.8771 |
276
+ | No log | 26.4706 | 450 | 0.7771 | 0.4479 | 0.7771 | 0.8816 |
277
+ | No log | 26.5882 | 452 | 0.8233 | 0.4052 | 0.8233 | 0.9074 |
278
+ | No log | 26.7059 | 454 | 0.8303 | 0.3637 | 0.8303 | 0.9112 |
279
+ | No log | 26.8235 | 456 | 0.7922 | 0.4479 | 0.7922 | 0.8901 |
280
+ | No log | 26.9412 | 458 | 0.7423 | 0.3622 | 0.7423 | 0.8616 |
281
+ | No log | 27.0588 | 460 | 0.7357 | 0.2981 | 0.7357 | 0.8577 |
282
+ | No log | 27.1765 | 462 | 0.7645 | 0.3594 | 0.7645 | 0.8744 |
283
+ | No log | 27.2941 | 464 | 0.8427 | 0.3972 | 0.8427 | 0.9180 |
284
+ | No log | 27.4118 | 466 | 0.9057 | 0.3675 | 0.9057 | 0.9517 |
285
+ | No log | 27.5294 | 468 | 0.9028 | 0.3675 | 0.9028 | 0.9501 |
286
+ | No log | 27.6471 | 470 | 0.8554 | 0.3894 | 0.8554 | 0.9249 |
287
+ | No log | 27.7647 | 472 | 0.8067 | 0.4247 | 0.8067 | 0.8982 |
288
+ | No log | 27.8824 | 474 | 0.8030 | 0.4247 | 0.8030 | 0.8961 |
289
+ | No log | 28.0 | 476 | 0.7978 | 0.4247 | 0.7978 | 0.8932 |
290
+ | No log | 28.1176 | 478 | 0.8022 | 0.4052 | 0.8022 | 0.8957 |
291
+ | No log | 28.2353 | 480 | 0.8193 | 0.3972 | 0.8193 | 0.9051 |
292
+ | No log | 28.3529 | 482 | 0.8121 | 0.4479 | 0.8121 | 0.9012 |
293
+ | No log | 28.4706 | 484 | 0.8070 | 0.4479 | 0.8070 | 0.8984 |
294
+ | No log | 28.5882 | 486 | 0.7850 | 0.4219 | 0.7850 | 0.8860 |
295
+ | No log | 28.7059 | 488 | 0.7744 | 0.4502 | 0.7744 | 0.8800 |
296
+ | No log | 28.8235 | 490 | 0.7633 | 0.4502 | 0.7633 | 0.8737 |
297
+ | No log | 28.9412 | 492 | 0.7753 | 0.4774 | 0.7753 | 0.8805 |
298
+ | No log | 29.0588 | 494 | 0.8084 | 0.4076 | 0.8084 | 0.8991 |
299
+ | No log | 29.1765 | 496 | 0.8381 | 0.4330 | 0.8381 | 0.9155 |
300
+ | No log | 29.2941 | 498 | 0.8586 | 0.4409 | 0.8586 | 0.9266 |
301
+ | 0.3134 | 29.4118 | 500 | 0.8490 | 0.4224 | 0.8490 | 0.9214 |
302
+ | 0.3134 | 29.5294 | 502 | 0.8322 | 0.3972 | 0.8322 | 0.9123 |
303
+ | 0.3134 | 29.6471 | 504 | 0.7995 | 0.4479 | 0.7995 | 0.8942 |
304
+ | 0.3134 | 29.7647 | 506 | 0.7992 | 0.4845 | 0.7992 | 0.8940 |
305
+ | 0.3134 | 29.8824 | 508 | 0.8180 | 0.4414 | 0.8180 | 0.9044 |
306
+ | 0.3134 | 30.0 | 510 | 0.8297 | 0.4414 | 0.8297 | 0.9109 |
307
+ | 0.3134 | 30.1176 | 512 | 0.8231 | 0.3649 | 0.8231 | 0.9072 |
308
+ | 0.3134 | 30.2353 | 514 | 0.8386 | 0.3737 | 0.8386 | 0.9158 |
309
+ | 0.3134 | 30.3529 | 516 | 0.8447 | 0.3737 | 0.8447 | 0.9191 |
310
+ | 0.3134 | 30.4706 | 518 | 0.8344 | 0.3471 | 0.8344 | 0.9135 |
311
+ | 0.3134 | 30.5882 | 520 | 0.7964 | 0.4330 | 0.7964 | 0.8924 |
312
+ | 0.3134 | 30.7059 | 522 | 0.7581 | 0.3782 | 0.7581 | 0.8707 |
313
+ | 0.3134 | 30.8235 | 524 | 0.7483 | 0.3782 | 0.7483 | 0.8651 |
314
+ | 0.3134 | 30.9412 | 526 | 0.7706 | 0.4414 | 0.7706 | 0.8779 |
315
+ | 0.3134 | 31.0588 | 528 | 0.8221 | 0.3972 | 0.8221 | 0.9067 |
316
+ | 0.3134 | 31.1765 | 530 | 0.8522 | 0.3972 | 0.8522 | 0.9231 |
317
+ | 0.3134 | 31.2941 | 532 | 0.8332 | 0.4392 | 0.8332 | 0.9128 |
318
+ | 0.3134 | 31.4118 | 534 | 0.7971 | 0.4219 | 0.7971 | 0.8928 |
319
+ | 0.3134 | 31.5294 | 536 | 0.7689 | 0.3950 | 0.7689 | 0.8768 |
320
+ | 0.3134 | 31.6471 | 538 | 0.7299 | 0.3976 | 0.7299 | 0.8543 |
321
+ | 0.3134 | 31.7647 | 540 | 0.7136 | 0.3976 | 0.7136 | 0.8447 |
322
+ | 0.3134 | 31.8824 | 542 | 0.7187 | 0.3341 | 0.7187 | 0.8478 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
323
 
324
 
325
  ### Framework versions