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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_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_run1_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_run1_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: 0.8073
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- - Qwk: 0.2297
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- - Mse: 0.8073
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- - Rmse: 0.8985
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  ## Model description
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@@ -49,396 +49,267 @@ 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 | 0.7342 | 0.1648 | 0.7342 | 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 | 1.0820 |
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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 | 0.9673 | 0.4032 | 0.9673 | 0.9835 |
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- | No log | 4.0 | 60 | 0.8860 | 0.3579 | 0.8860 | 0.9413 |
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- | No log | 4.1333 | 62 | 1.0966 | 0.4106 | 1.0966 | 1.0472 |
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- | No log | 4.2667 | 64 | 1.1033 | 0.4106 | 1.1033 | 1.0504 |
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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 | 0.8690 | 0.2849 | 0.8690 | 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 | 1.1543 |
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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 | 0.9563 | 0.3151 | 0.9563 | 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 | 1.0193 | 0.3403 | 1.0193 | 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 | 0.8883 |
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- | No log | 6.2667 | 94 | 0.7055 | 0.3769 | 0.7055 | 0.8399 |
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- | No log | 6.4 | 96 | 0.7592 | 0.3885 | 0.7592 | 0.8713 |
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- | No log | 6.5333 | 98 | 0.9936 | 0.3470 | 0.9936 | 0.9968 |
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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 | 0.7708 | 0.4173 | 0.7708 | 0.8780 |
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- | No log | 6.9333 | 104 | 0.6329 | 0.4013 | 0.6329 | 0.7956 |
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- | No log | 7.0667 | 106 | 0.6214 | 0.3581 | 0.6214 | 0.7883 |
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- | No log | 7.2 | 108 | 0.6627 | 0.3700 | 0.6627 | 0.8140 |
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- | No log | 7.3333 | 110 | 0.9513 | 0.3650 | 0.9513 | 0.9753 |
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- | No log | 7.4667 | 112 | 0.9826 | 0.3557 | 0.9826 | 0.9913 |
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- | No log | 7.6 | 114 | 0.7964 | 0.4180 | 0.7964 | 0.8924 |
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- | No log | 7.7333 | 116 | 0.7806 | 0.4723 | 0.7806 | 0.8835 |
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- | No log | 7.8667 | 118 | 0.9056 | 0.3847 | 0.9056 | 0.9516 |
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- | No log | 8.0 | 120 | 1.0075 | 0.3183 | 1.0075 | 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 | 0.8875 | 0.2670 | 0.8875 | 0.9421 |
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- | No log | 8.5333 | 128 | 0.7765 | 0.2907 | 0.7765 | 0.8812 |
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- | No log | 8.6667 | 130 | 0.7951 | 0.3314 | 0.7951 | 0.8917 |
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- | No log | 8.8 | 132 | 0.8748 | 0.2784 | 0.8748 | 0.9353 |
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- | No log | 8.9333 | 134 | 0.9687 | 0.1897 | 0.9687 | 0.9842 |
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- | No log | 9.0667 | 136 | 1.0976 | 0.2601 | 1.0976 | 1.0477 |
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- | No log | 9.2 | 138 | 1.1329 | 0.2130 | 1.1329 | 1.0644 |
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- | No log | 9.3333 | 140 | 1.0310 | 0.2833 | 1.0310 | 1.0154 |
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- | No log | 9.4667 | 142 | 1.0290 | 0.2833 | 1.0290 | 1.0144 |
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- | No log | 9.6 | 144 | 1.0884 | 0.2903 | 1.0884 | 1.0432 |
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- | No log | 9.7333 | 146 | 1.1798 | 0.1815 | 1.1798 | 1.0862 |
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- | No log | 9.8667 | 148 | 1.0715 | 0.3006 | 1.0715 | 1.0351 |
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- | No log | 10.0 | 150 | 0.8264 | 0.2904 | 0.8264 | 0.9091 |
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- | No log | 10.1333 | 152 | 0.7612 | 0.2319 | 0.7612 | 0.8725 |
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- | No log | 10.2667 | 154 | 0.7850 | 0.2063 | 0.7850 | 0.8860 |
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- | No log | 10.4 | 156 | 0.8146 | 0.2574 | 0.8146 | 0.9026 |
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- | No log | 10.5333 | 158 | 1.0477 | 0.2833 | 1.0477 | 1.0236 |
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- | No log | 10.6667 | 160 | 1.1249 | 0.2223 | 1.1249 | 1.0606 |
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- | No log | 10.8 | 162 | 1.1297 | 0.2223 | 1.1297 | 1.0629 |
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- | No log | 10.9333 | 164 | 0.9950 | 0.2626 | 0.9950 | 0.9975 |
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- | No log | 11.0667 | 166 | 0.8630 | 0.2670 | 0.8630 | 0.9290 |
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- | No log | 11.2 | 168 | 0.9252 | 0.3019 | 0.9252 | 0.9618 |
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- | No log | 11.3333 | 170 | 1.2389 | 0.2280 | 1.2389 | 1.1131 |
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- | No log | 11.4667 | 172 | 1.3901 | 0.1793 | 1.3901 | 1.1790 |
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- | No log | 11.6 | 174 | 1.1826 | 0.2280 | 1.1826 | 1.0875 |
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- | No log | 11.7333 | 176 | 0.8796 | 0.3042 | 0.8796 | 0.9379 |
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- | No log | 11.8667 | 178 | 0.7954 | 0.2328 | 0.7954 | 0.8918 |
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- | No log | 12.0 | 180 | 0.7671 | 0.2720 | 0.7671 | 0.8759 |
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- | No log | 12.1333 | 182 | 0.8186 | 0.2492 | 0.8186 | 0.9048 |
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- | No log | 12.2667 | 184 | 0.9252 | 0.3473 | 0.9252 | 0.9619 |
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- | No log | 12.4 | 186 | 1.0912 | 0.2567 | 1.0912 | 1.0446 |
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- | No log | 12.5333 | 188 | 1.1008 | 0.2459 | 1.1008 | 1.0492 |
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- | No log | 12.6667 | 190 | 1.0371 | 0.1990 | 1.0371 | 1.0184 |
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- | No log | 12.8 | 192 | 0.9093 | 0.2410 | 0.9093 | 0.9536 |
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- | No log | 12.9333 | 194 | 0.8524 | 0.1914 | 0.8524 | 0.9232 |
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- | No log | 13.0667 | 196 | 0.8031 | 0.2149 | 0.8031 | 0.8962 |
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- | No log | 13.2 | 198 | 0.9255 | 0.2410 | 0.9255 | 0.9621 |
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- | No log | 13.3333 | 200 | 1.1772 | 0.1981 | 1.1772 | 1.0850 |
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- | No log | 13.4667 | 202 | 1.1849 | 0.1860 | 1.1849 | 1.0885 |
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- | No log | 13.6 | 204 | 1.0037 | 0.3169 | 1.0037 | 1.0018 |
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- | No log | 13.7333 | 206 | 0.9490 | 0.2923 | 0.9490 | 0.9742 |
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- | No log | 13.8667 | 208 | 0.9644 | 0.2923 | 0.9644 | 0.9821 |
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- | No log | 14.0 | 210 | 0.9338 | 0.2923 | 0.9338 | 0.9664 |
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- | No log | 14.1333 | 212 | 0.9389 | 0.2923 | 0.9389 | 0.9690 |
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- | No log | 14.2667 | 214 | 0.9675 | 0.2756 | 0.9675 | 0.9836 |
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- | No log | 14.4 | 216 | 1.0311 | 0.2651 | 1.0311 | 1.0154 |
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- | No log | 14.5333 | 218 | 1.0390 | 0.2316 | 1.0390 | 1.0193 |
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- | No log | 14.6667 | 220 | 1.0303 | 0.2316 | 1.0303 | 1.0151 |
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- | No log | 14.8 | 222 | 1.0112 | 0.2703 | 1.0112 | 1.0056 |
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- | No log | 14.9333 | 224 | 0.9138 | 0.2094 | 0.9138 | 0.9559 |
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- | No log | 15.0667 | 226 | 0.8335 | 0.2063 | 0.8335 | 0.9130 |
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- | No log | 15.2 | 228 | 0.9239 | 0.1777 | 0.9239 | 0.9612 |
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- | No log | 15.3333 | 230 | 1.1807 | 0.2141 | 1.1807 | 1.0866 |
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- | No log | 15.4667 | 232 | 1.2513 | 0.1832 | 1.2513 | 1.1186 |
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- | No log | 15.6 | 234 | 1.0866 | 0.2460 | 1.0866 | 1.0424 |
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- | No log | 15.7333 | 236 | 0.8595 | 0.2297 | 0.8595 | 0.9271 |
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- | No log | 15.8667 | 238 | 0.7682 | 0.1972 | 0.7682 | 0.8765 |
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- | No log | 16.0 | 240 | 0.7487 | 0.2085 | 0.7487 | 0.8652 |
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- | No log | 16.1333 | 242 | 0.7809 | 0.1918 | 0.7809 | 0.8837 |
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- | No log | 16.2667 | 244 | 0.8603 | 0.2632 | 0.8603 | 0.9275 |
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- | No log | 16.4 | 246 | 0.9149 | 0.2142 | 0.9149 | 0.9565 |
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- | No log | 16.5333 | 248 | 0.9122 | 0.2193 | 0.9122 | 0.9551 |
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- | No log | 16.6667 | 250 | 0.8466 | 0.2297 | 0.8466 | 0.9201 |
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- | No log | 16.8 | 252 | 0.7542 | 0.1866 | 0.7542 | 0.8685 |
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- | No log | 16.9333 | 254 | 0.7446 | 0.1866 | 0.7446 | 0.8629 |
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- | No log | 17.0667 | 256 | 0.8089 | 0.2063 | 0.8089 | 0.8994 |
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- | No log | 17.2 | 258 | 0.8687 | 0.2297 | 0.8687 | 0.9320 |
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- | No log | 17.3333 | 260 | 0.9356 | 0.2574 | 0.9356 | 0.9673 |
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- | No log | 17.4667 | 262 | 0.9257 | 0.2193 | 0.9257 | 0.9621 |
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- | No log | 17.6 | 264 | 0.9107 | 0.1914 | 0.9107 | 0.9543 |
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- | No log | 17.7333 | 266 | 0.9336 | 0.2463 | 0.9336 | 0.9662 |
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- | No log | 17.8667 | 268 | 1.0161 | 0.2308 | 1.0161 | 1.0080 |
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- | No log | 18.0 | 270 | 1.0146 | 0.2046 | 1.0146 | 1.0073 |
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- | No log | 18.1333 | 272 | 0.9185 | 0.2843 | 0.9185 | 0.9584 |
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- | No log | 18.2667 | 274 | 0.7775 | 0.2467 | 0.7775 | 0.8817 |
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- | No log | 18.4 | 276 | 0.7425 | 0.3092 | 0.7425 | 0.8617 |
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- | No log | 18.5333 | 278 | 0.7955 | 0.2692 | 0.7955 | 0.8919 |
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- | No log | 18.6667 | 280 | 0.9635 | 0.2726 | 0.9635 | 0.9816 |
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- | No log | 18.8 | 282 | 1.0304 | 0.3409 | 1.0304 | 1.0151 |
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- | No log | 18.9333 | 284 | 1.0295 | 0.3051 | 1.0295 | 1.0146 |
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- | No log | 19.0667 | 286 | 0.8963 | 0.3105 | 0.8963 | 0.9467 |
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- | No log | 19.2 | 288 | 0.8378 | 0.3105 | 0.8378 | 0.9153 |
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- | No log | 19.3333 | 290 | 0.8251 | 0.2632 | 0.8251 | 0.9084 |
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- | No log | 19.4667 | 292 | 0.9255 | 0.2726 | 0.9255 | 0.9620 |
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- | No log | 19.6 | 294 | 1.0158 | 0.2259 | 1.0158 | 1.0078 |
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- | No log | 19.7333 | 296 | 1.0126 | 0.2259 | 1.0126 | 1.0063 |
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- | No log | 19.8667 | 298 | 1.0104 | 0.2259 | 1.0104 | 1.0052 |
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- | No log | 20.0 | 300 | 1.0266 | 0.1911 | 1.0266 | 1.0132 |
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- | No log | 20.1333 | 302 | 1.0234 | 0.3051 | 1.0234 | 1.0117 |
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- | No log | 20.2667 | 304 | 1.0554 | 0.2833 | 1.0554 | 1.0273 |
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- | No log | 20.4 | 306 | 1.1255 | 0.2282 | 1.1255 | 1.0609 |
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- | No log | 20.5333 | 308 | 1.0872 | 0.2589 | 1.0872 | 1.0427 |
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- | No log | 20.6667 | 310 | 0.9054 | 0.3359 | 0.9054 | 0.9515 |
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- | No log | 20.8 | 312 | 0.7534 | 0.3127 | 0.7534 | 0.8680 |
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- | No log | 20.9333 | 314 | 0.7292 | 0.3196 | 0.7292 | 0.8540 |
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- | No log | 21.0667 | 316 | 0.7960 | 0.2352 | 0.7960 | 0.8922 |
210
- | No log | 21.2 | 318 | 0.9405 | 0.2982 | 0.9405 | 0.9698 |
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- | No log | 21.3333 | 320 | 1.0382 | 0.2703 | 1.0382 | 1.0189 |
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- | No log | 21.4667 | 322 | 1.1177 | 0.2412 | 1.1177 | 1.0572 |
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- | No log | 21.6 | 324 | 1.1222 | 0.2412 | 1.1222 | 1.0594 |
214
- | No log | 21.7333 | 326 | 1.1433 | 0.2903 | 1.1433 | 1.0693 |
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- | No log | 21.8667 | 328 | 1.1343 | 0.2589 | 1.1343 | 1.0650 |
216
- | No log | 22.0 | 330 | 1.0660 | 0.2903 | 1.0660 | 1.0325 |
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- | No log | 22.1333 | 332 | 0.9509 | 0.3228 | 0.9509 | 0.9751 |
218
- | No log | 22.2667 | 334 | 0.8714 | 0.3294 | 0.8714 | 0.9335 |
219
- | No log | 22.4 | 336 | 0.8496 | 0.2904 | 0.8496 | 0.9217 |
220
- | No log | 22.5333 | 338 | 0.9083 | 0.3231 | 0.9083 | 0.9531 |
221
- | No log | 22.6667 | 340 | 1.0054 | 0.3170 | 1.0054 | 1.0027 |
222
- | No log | 22.8 | 342 | 1.2000 | 0.2635 | 1.2000 | 1.0954 |
223
- | No log | 22.9333 | 344 | 1.3984 | 0.1450 | 1.3984 | 1.1825 |
224
- | No log | 23.0667 | 346 | 1.4536 | 0.1391 | 1.4536 | 1.2056 |
225
- | No log | 23.2 | 348 | 1.2554 | 0.2336 | 1.2554 | 1.1204 |
226
- | No log | 23.3333 | 350 | 0.9881 | 0.3347 | 0.9881 | 0.9940 |
227
- | No log | 23.4667 | 352 | 0.8830 | 0.2670 | 0.8830 | 0.9397 |
228
- | No log | 23.6 | 354 | 0.8672 | 0.2670 | 0.8672 | 0.9313 |
229
- | No log | 23.7333 | 356 | 0.9156 | 0.2923 | 0.9156 | 0.9569 |
230
- | No log | 23.8667 | 358 | 0.9574 | 0.2866 | 0.9574 | 0.9785 |
231
- | No log | 24.0 | 360 | 0.9825 | 0.2866 | 0.9825 | 0.9912 |
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- | No log | 24.1333 | 362 | 1.0824 | 0.3170 | 1.0824 | 1.0404 |
233
- | No log | 24.2667 | 364 | 1.0966 | 0.3170 | 1.0966 | 1.0472 |
234
- | No log | 24.4 | 366 | 1.0244 | 0.3170 | 1.0244 | 1.0121 |
235
- | No log | 24.5333 | 368 | 0.9723 | 0.3579 | 0.9723 | 0.9861 |
236
- | No log | 24.6667 | 370 | 0.9142 | 0.2866 | 0.9142 | 0.9561 |
237
- | No log | 24.8 | 372 | 0.9099 | 0.2923 | 0.9099 | 0.9539 |
238
- | No log | 24.9333 | 374 | 0.9225 | 0.3473 | 0.9225 | 0.9605 |
239
- | No log | 25.0667 | 376 | 0.8837 | 0.3105 | 0.8837 | 0.9401 |
240
- | No log | 25.2 | 378 | 0.8758 | 0.3105 | 0.8758 | 0.9358 |
241
- | No log | 25.3333 | 380 | 0.8923 | 0.3359 | 0.8923 | 0.9446 |
242
- | No log | 25.4667 | 382 | 0.8782 | 0.3105 | 0.8782 | 0.9371 |
243
- | No log | 25.6 | 384 | 0.8317 | 0.3169 | 0.8317 | 0.9120 |
244
- | No log | 25.7333 | 386 | 0.8799 | 0.3105 | 0.8799 | 0.9380 |
245
- | No log | 25.8667 | 388 | 0.9662 | 0.3938 | 0.9662 | 0.9830 |
246
- | No log | 26.0 | 390 | 1.0112 | 0.2833 | 1.0112 | 1.0056 |
247
- | No log | 26.1333 | 392 | 1.0910 | 0.2183 | 1.0910 | 1.0445 |
248
- | No log | 26.2667 | 394 | 1.0949 | 0.2183 | 1.0949 | 1.0464 |
249
- | No log | 26.4 | 396 | 1.0257 | 0.2460 | 1.0257 | 1.0128 |
250
- | No log | 26.5333 | 398 | 0.9362 | 0.2923 | 0.9362 | 0.9676 |
251
- | No log | 26.6667 | 400 | 0.8915 | 0.2923 | 0.8915 | 0.9442 |
252
- | No log | 26.8 | 402 | 0.9069 | 0.2923 | 0.9069 | 0.9523 |
253
- | No log | 26.9333 | 404 | 1.0482 | 0.1428 | 1.0482 | 1.0238 |
254
- | No log | 27.0667 | 406 | 1.1510 | 0.1795 | 1.1510 | 1.0728 |
255
- | No log | 27.2 | 408 | 1.1368 | 0.1795 | 1.1368 | 1.0662 |
256
- | No log | 27.3333 | 410 | 1.1361 | 0.1758 | 1.1361 | 1.0659 |
257
- | No log | 27.4667 | 412 | 1.0730 | 0.1795 | 1.0730 | 1.0358 |
258
- | No log | 27.6 | 414 | 0.9219 | 0.2866 | 0.9219 | 0.9601 |
259
- | No log | 27.7333 | 416 | 0.8478 | 0.3294 | 0.8478 | 0.9207 |
260
- | No log | 27.8667 | 418 | 0.8343 | 0.3359 | 0.8343 | 0.9134 |
261
- | No log | 28.0 | 420 | 0.8835 | 0.2923 | 0.8835 | 0.9400 |
262
- | No log | 28.1333 | 422 | 0.9235 | 0.2923 | 0.9235 | 0.9610 |
263
- | No log | 28.2667 | 424 | 0.8997 | 0.3042 | 0.8997 | 0.9485 |
264
- | No log | 28.4 | 426 | 0.8897 | 0.3042 | 0.8897 | 0.9432 |
265
- | No log | 28.5333 | 428 | 0.8170 | 0.2967 | 0.8170 | 0.9039 |
266
- | No log | 28.6667 | 430 | 0.7895 | 0.2692 | 0.7895 | 0.8885 |
267
- | No log | 28.8 | 432 | 0.8400 | 0.3425 | 0.8400 | 0.9165 |
268
- | No log | 28.9333 | 434 | 0.9792 | 0.2756 | 0.9792 | 0.9896 |
269
- | No log | 29.0667 | 436 | 1.1511 | 0.2141 | 1.1511 | 1.0729 |
270
- | No log | 29.2 | 438 | 1.2232 | 0.1713 | 1.2232 | 1.1060 |
271
- | No log | 29.3333 | 440 | 1.0684 | 0.1935 | 1.0684 | 1.0337 |
272
- | No log | 29.4667 | 442 | 0.8412 | 0.2784 | 0.8412 | 0.9172 |
273
- | No log | 29.6 | 444 | 0.7252 | 0.2950 | 0.7252 | 0.8516 |
274
- | No log | 29.7333 | 446 | 0.6971 | 0.3166 | 0.6971 | 0.8349 |
275
- | No log | 29.8667 | 448 | 0.7203 | 0.2718 | 0.7203 | 0.8487 |
276
- | No log | 30.0 | 450 | 0.8090 | 0.2297 | 0.8090 | 0.8994 |
277
- | No log | 30.1333 | 452 | 0.9137 | 0.2726 | 0.9137 | 0.9559 |
278
- | No log | 30.2667 | 454 | 0.9589 | 0.2866 | 0.9589 | 0.9792 |
279
- | No log | 30.4 | 456 | 1.0111 | 0.3051 | 1.0111 | 1.0056 |
280
- | No log | 30.5333 | 458 | 1.0542 | 0.2271 | 1.0542 | 1.0267 |
281
- | No log | 30.6667 | 460 | 1.1048 | 0.2141 | 1.1048 | 1.0511 |
282
- | No log | 30.8 | 462 | 1.0345 | 0.2552 | 1.0345 | 1.0171 |
283
- | No log | 30.9333 | 464 | 0.9171 | 0.3846 | 0.9171 | 0.9576 |
284
- | No log | 31.0667 | 466 | 0.8095 | 0.2754 | 0.8095 | 0.8997 |
285
- | No log | 31.2 | 468 | 0.7823 | 0.2467 | 0.7823 | 0.8845 |
286
- | No log | 31.3333 | 470 | 0.8146 | 0.2632 | 0.8146 | 0.9025 |
287
- | No log | 31.4667 | 472 | 0.8790 | 0.3105 | 0.8790 | 0.9375 |
288
- | No log | 31.6 | 474 | 0.9891 | 0.2995 | 0.9891 | 0.9945 |
289
- | No log | 31.7333 | 476 | 1.0979 | 0.1990 | 1.0979 | 1.0478 |
290
- | No log | 31.8667 | 478 | 1.1592 | 0.1990 | 1.1592 | 1.0766 |
291
- | No log | 32.0 | 480 | 1.2356 | 0.2183 | 1.2356 | 1.1116 |
292
- | No log | 32.1333 | 482 | 1.2853 | 0.0923 | 1.2853 | 1.1337 |
293
- | No log | 32.2667 | 484 | 1.2728 | 0.1233 | 1.2728 | 1.1282 |
294
- | No log | 32.4 | 486 | 1.2317 | 0.2183 | 1.2317 | 1.1098 |
295
- | No log | 32.5333 | 488 | 1.1561 | 0.1990 | 1.1561 | 1.0752 |
296
- | No log | 32.6667 | 490 | 1.0215 | 0.2562 | 1.0215 | 1.0107 |
297
- | No log | 32.8 | 492 | 0.9713 | 0.2308 | 0.9713 | 0.9855 |
298
- | No log | 32.9333 | 494 | 0.9409 | 0.2410 | 0.9409 | 0.9700 |
299
- | No log | 33.0667 | 496 | 0.9257 | 0.2518 | 0.9257 | 0.9621 |
300
- | No log | 33.2 | 498 | 0.8994 | 0.2518 | 0.8994 | 0.9484 |
301
- | 0.2245 | 33.3333 | 500 | 0.9299 | 0.2518 | 0.9299 | 0.9643 |
302
- | 0.2245 | 33.4667 | 502 | 0.9869 | 0.2615 | 0.9869 | 0.9935 |
303
- | 0.2245 | 33.6 | 504 | 0.9929 | 0.2866 | 0.9929 | 0.9965 |
304
- | 0.2245 | 33.7333 | 506 | 1.0070 | 0.2810 | 1.0070 | 1.0035 |
305
- | 0.2245 | 33.8667 | 508 | 1.0135 | 0.2995 | 1.0135 | 1.0067 |
306
- | 0.2245 | 34.0 | 510 | 0.9863 | 0.3409 | 0.9863 | 0.9931 |
307
- | 0.2245 | 34.1333 | 512 | 0.9985 | 0.3409 | 0.9985 | 0.9993 |
308
- | 0.2245 | 34.2667 | 514 | 1.0725 | 0.2651 | 1.0725 | 1.0356 |
309
- | 0.2245 | 34.4 | 516 | 1.1866 | 0.2084 | 1.1866 | 1.0893 |
310
- | 0.2245 | 34.5333 | 518 | 1.2100 | 0.2223 | 1.2100 | 1.1000 |
311
- | 0.2245 | 34.6667 | 520 | 1.1530 | 0.2166 | 1.1530 | 1.0738 |
312
- | 0.2245 | 34.8 | 522 | 1.0316 | 0.2995 | 1.0316 | 1.0157 |
313
- | 0.2245 | 34.9333 | 524 | 0.9786 | 0.2615 | 0.9786 | 0.9893 |
314
- | 0.2245 | 35.0667 | 526 | 0.9631 | 0.2615 | 0.9631 | 0.9814 |
315
- | 0.2245 | 35.2 | 528 | 1.0192 | 0.2995 | 1.0192 | 1.0095 |
316
- | 0.2245 | 35.3333 | 530 | 1.0973 | 0.2926 | 1.0973 | 1.0475 |
317
- | 0.2245 | 35.4667 | 532 | 1.0901 | 0.3280 | 1.0901 | 1.0441 |
318
- | 0.2245 | 35.6 | 534 | 1.0604 | 0.3280 | 1.0604 | 1.0297 |
319
- | 0.2245 | 35.7333 | 536 | 1.0246 | 0.3337 | 1.0246 | 1.0122 |
320
- | 0.2245 | 35.8667 | 538 | 0.9842 | 0.2756 | 0.9842 | 0.9920 |
321
- | 0.2245 | 36.0 | 540 | 0.8942 | 0.3105 | 0.8942 | 0.9456 |
322
- | 0.2245 | 36.1333 | 542 | 0.8256 | 0.2409 | 0.8256 | 0.9086 |
323
- | 0.2245 | 36.2667 | 544 | 0.8006 | 0.2171 | 0.8006 | 0.8947 |
324
- | 0.2245 | 36.4 | 546 | 0.8017 | 0.2171 | 0.8017 | 0.8954 |
325
- | 0.2245 | 36.5333 | 548 | 0.8363 | 0.2409 | 0.8363 | 0.9145 |
326
- | 0.2245 | 36.6667 | 550 | 0.9110 | 0.3069 | 0.9110 | 0.9545 |
327
- | 0.2245 | 36.8 | 552 | 1.0050 | 0.3613 | 1.0050 | 1.0025 |
328
- | 0.2245 | 36.9333 | 554 | 1.0568 | 0.3697 | 1.0568 | 1.0280 |
329
- | 0.2245 | 37.0667 | 556 | 1.0883 | 0.3059 | 1.0883 | 1.0432 |
330
- | 0.2245 | 37.2 | 558 | 1.0511 | 0.3676 | 1.0511 | 1.0252 |
331
- | 0.2245 | 37.3333 | 560 | 0.9607 | 0.3579 | 0.9607 | 0.9801 |
332
- | 0.2245 | 37.4667 | 562 | 0.8641 | 0.3675 | 0.8641 | 0.9295 |
333
- | 0.2245 | 37.6 | 564 | 0.8132 | 0.2632 | 0.8132 | 0.9018 |
334
- | 0.2245 | 37.7333 | 566 | 0.8164 | 0.2063 | 0.8164 | 0.9036 |
335
- | 0.2245 | 37.8667 | 568 | 0.8547 | 0.3169 | 0.8547 | 0.9245 |
336
- | 0.2245 | 38.0 | 570 | 0.9361 | 0.2702 | 0.9361 | 0.9675 |
337
- | 0.2245 | 38.1333 | 572 | 1.0178 | 0.2999 | 1.0178 | 1.0089 |
338
- | 0.2245 | 38.2667 | 574 | 1.1598 | 0.3013 | 1.1598 | 1.0770 |
339
- | 0.2245 | 38.4 | 576 | 1.2402 | 0.2156 | 1.2402 | 1.1137 |
340
- | 0.2245 | 38.5333 | 578 | 1.2139 | 0.2156 | 1.2139 | 1.1018 |
341
- | 0.2245 | 38.6667 | 580 | 1.1313 | 0.2733 | 1.1313 | 1.0636 |
342
- | 0.2245 | 38.8 | 582 | 1.0601 | 0.3359 | 1.0601 | 1.0296 |
343
- | 0.2245 | 38.9333 | 584 | 0.9923 | 0.3371 | 0.9923 | 0.9962 |
344
- | 0.2245 | 39.0667 | 586 | 0.9298 | 0.2589 | 0.9298 | 0.9643 |
345
- | 0.2245 | 39.2 | 588 | 0.8890 | 0.2574 | 0.8890 | 0.9428 |
346
- | 0.2245 | 39.3333 | 590 | 0.8596 | 0.2967 | 0.8596 | 0.9271 |
347
- | 0.2245 | 39.4667 | 592 | 0.8854 | 0.2463 | 0.8854 | 0.9409 |
348
- | 0.2245 | 39.6 | 594 | 0.9200 | 0.2726 | 0.9200 | 0.9592 |
349
- | 0.2245 | 39.7333 | 596 | 0.9716 | 0.3076 | 0.9716 | 0.9857 |
350
- | 0.2245 | 39.8667 | 598 | 1.0082 | 0.3193 | 1.0082 | 1.0041 |
351
- | 0.2245 | 40.0 | 600 | 1.0492 | 0.2857 | 1.0492 | 1.0243 |
352
- | 0.2245 | 40.1333 | 602 | 1.0224 | 0.2857 | 1.0224 | 1.0111 |
353
- | 0.2245 | 40.2667 | 604 | 1.0050 | 0.3193 | 1.0050 | 1.0025 |
354
- | 0.2245 | 40.4 | 606 | 1.0009 | 0.3193 | 1.0009 | 1.0005 |
355
- | 0.2245 | 40.5333 | 608 | 1.0044 | 0.3193 | 1.0044 | 1.0022 |
356
- | 0.2245 | 40.6667 | 610 | 0.9655 | 0.3409 | 0.9655 | 0.9826 |
357
- | 0.2245 | 40.8 | 612 | 0.9657 | 0.3051 | 0.9657 | 0.9827 |
358
- | 0.2245 | 40.9333 | 614 | 0.9417 | 0.3051 | 0.9417 | 0.9704 |
359
- | 0.2245 | 41.0667 | 616 | 0.9278 | 0.3409 | 0.9278 | 0.9632 |
360
- | 0.2245 | 41.2 | 618 | 0.9635 | 0.2995 | 0.9635 | 0.9816 |
361
- | 0.2245 | 41.3333 | 620 | 0.9801 | 0.3347 | 0.9801 | 0.9900 |
362
- | 0.2245 | 41.4667 | 622 | 0.9945 | 0.3347 | 0.9945 | 0.9972 |
363
- | 0.2245 | 41.6 | 624 | 0.9865 | 0.3231 | 0.9865 | 0.9932 |
364
- | 0.2245 | 41.7333 | 626 | 0.9468 | 0.2726 | 0.9468 | 0.9730 |
365
- | 0.2245 | 41.8667 | 628 | 0.9213 | 0.2726 | 0.9213 | 0.9598 |
366
- | 0.2245 | 42.0 | 630 | 0.9232 | 0.2726 | 0.9232 | 0.9608 |
367
- | 0.2245 | 42.1333 | 632 | 0.9784 | 0.3231 | 0.9784 | 0.9891 |
368
- | 0.2245 | 42.2667 | 634 | 1.0538 | 0.3347 | 1.0538 | 1.0265 |
369
- | 0.2245 | 42.4 | 636 | 1.0914 | 0.3516 | 1.0914 | 1.0447 |
370
- | 0.2245 | 42.5333 | 638 | 1.0609 | 0.3516 | 1.0609 | 1.0300 |
371
- | 0.2245 | 42.6667 | 640 | 0.9818 | 0.3347 | 0.9818 | 0.9909 |
372
- | 0.2245 | 42.8 | 642 | 0.9091 | 0.2726 | 0.9091 | 0.9535 |
373
- | 0.2245 | 42.9333 | 644 | 0.8599 | 0.2726 | 0.8599 | 0.9273 |
374
- | 0.2245 | 43.0667 | 646 | 0.8488 | 0.2726 | 0.8488 | 0.9213 |
375
- | 0.2245 | 43.2 | 648 | 0.8717 | 0.2726 | 0.8717 | 0.9337 |
376
- | 0.2245 | 43.3333 | 650 | 0.8933 | 0.2982 | 0.8933 | 0.9451 |
377
- | 0.2245 | 43.4667 | 652 | 0.9406 | 0.2810 | 0.9406 | 0.9698 |
378
- | 0.2245 | 43.6 | 654 | 1.0093 | 0.3347 | 1.0093 | 1.0046 |
379
- | 0.2245 | 43.7333 | 656 | 1.0590 | 0.2651 | 1.0590 | 1.0291 |
380
- | 0.2245 | 43.8667 | 658 | 1.0647 | 0.2995 | 1.0647 | 1.0318 |
381
- | 0.2245 | 44.0 | 660 | 1.0132 | 0.2810 | 1.0132 | 1.0066 |
382
- | 0.2245 | 44.1333 | 662 | 0.9591 | 0.2923 | 0.9591 | 0.9793 |
383
- | 0.2245 | 44.2667 | 664 | 0.9316 | 0.2726 | 0.9316 | 0.9652 |
384
- | 0.2245 | 44.4 | 666 | 0.9207 | 0.2518 | 0.9207 | 0.9595 |
385
- | 0.2245 | 44.5333 | 668 | 0.9214 | 0.2784 | 0.9214 | 0.9599 |
386
- | 0.2245 | 44.6667 | 670 | 0.8929 | 0.2244 | 0.8929 | 0.9449 |
387
- | 0.2245 | 44.8 | 672 | 0.8643 | 0.2244 | 0.8643 | 0.9297 |
388
- | 0.2245 | 44.9333 | 674 | 0.8668 | 0.2244 | 0.8668 | 0.9310 |
389
- | 0.2245 | 45.0667 | 676 | 0.8851 | 0.2726 | 0.8851 | 0.9408 |
390
- | 0.2245 | 45.2 | 678 | 0.9101 | 0.2726 | 0.9101 | 0.9540 |
391
- | 0.2245 | 45.3333 | 680 | 0.9005 | 0.2726 | 0.9005 | 0.9489 |
392
- | 0.2245 | 45.4667 | 682 | 0.8908 | 0.2726 | 0.8908 | 0.9438 |
393
- | 0.2245 | 45.6 | 684 | 0.9315 | 0.3294 | 0.9315 | 0.9652 |
394
- | 0.2245 | 45.7333 | 686 | 1.0014 | 0.3347 | 1.0014 | 1.0007 |
395
- | 0.2245 | 45.8667 | 688 | 1.0326 | 0.3110 | 1.0326 | 1.0161 |
396
- | 0.2245 | 46.0 | 690 | 1.0185 | 0.2562 | 1.0185 | 1.0092 |
397
- | 0.2245 | 46.1333 | 692 | 0.9859 | 0.2670 | 0.9859 | 0.9929 |
398
- | 0.2245 | 46.2667 | 694 | 1.0033 | 0.2615 | 1.0033 | 1.0017 |
399
- | 0.2245 | 46.4 | 696 | 1.0213 | 0.2615 | 1.0213 | 1.0106 |
400
- | 0.2245 | 46.5333 | 698 | 1.0431 | 0.2562 | 1.0431 | 1.0213 |
401
- | 0.2245 | 46.6667 | 700 | 1.0304 | 0.2562 | 1.0304 | 1.0151 |
402
- | 0.2245 | 46.8 | 702 | 0.9942 | 0.2562 | 0.9942 | 0.9971 |
403
- | 0.2245 | 46.9333 | 704 | 0.9834 | 0.2562 | 0.9834 | 0.9917 |
404
- | 0.2245 | 47.0667 | 706 | 0.9406 | 0.2670 | 0.9406 | 0.9698 |
405
- | 0.2245 | 47.2 | 708 | 0.9194 | 0.2670 | 0.9194 | 0.9588 |
406
- | 0.2245 | 47.3333 | 710 | 0.9171 | 0.2670 | 0.9171 | 0.9577 |
407
- | 0.2245 | 47.4667 | 712 | 0.9350 | 0.2670 | 0.9350 | 0.9670 |
408
- | 0.2245 | 47.6 | 714 | 0.9899 | 0.2562 | 0.9899 | 0.9949 |
409
- | 0.2245 | 47.7333 | 716 | 1.0595 | 0.2995 | 1.0595 | 1.0293 |
410
- | 0.2245 | 47.8667 | 718 | 1.0634 | 0.2995 | 1.0634 | 1.0312 |
411
- | 0.2245 | 48.0 | 720 | 1.0430 | 0.2460 | 1.0430 | 1.0213 |
412
- | 0.2245 | 48.1333 | 722 | 1.0361 | 0.2211 | 1.0361 | 1.0179 |
413
- | 0.2245 | 48.2667 | 724 | 0.9895 | 0.2562 | 0.9895 | 0.9948 |
414
- | 0.2245 | 48.4 | 726 | 0.9646 | 0.2615 | 0.9646 | 0.9822 |
415
- | 0.2245 | 48.5333 | 728 | 0.9535 | 0.2615 | 0.9535 | 0.9765 |
416
- | 0.2245 | 48.6667 | 730 | 0.9401 | 0.2670 | 0.9401 | 0.9696 |
417
- | 0.2245 | 48.8 | 732 | 0.9400 | 0.2670 | 0.9400 | 0.9695 |
418
- | 0.2245 | 48.9333 | 734 | 0.9273 | 0.2670 | 0.9273 | 0.9630 |
419
- | 0.2245 | 49.0667 | 736 | 0.9507 | 0.2615 | 0.9507 | 0.9750 |
420
- | 0.2245 | 49.2 | 738 | 0.9788 | 0.2562 | 0.9788 | 0.9893 |
421
- | 0.2245 | 49.3333 | 740 | 0.9872 | 0.2562 | 0.9872 | 0.9936 |
422
- | 0.2245 | 49.4667 | 742 | 1.0195 | 0.2211 | 1.0195 | 1.0097 |
423
- | 0.2245 | 49.6 | 744 | 1.0631 | 0.2460 | 1.0631 | 1.0311 |
424
- | 0.2245 | 49.7333 | 746 | 1.1194 | 0.2995 | 1.1194 | 1.0580 |
425
- | 0.2245 | 49.8667 | 748 | 1.1885 | 0.2732 | 1.1885 | 1.0902 |
426
- | 0.2245 | 50.0 | 750 | 1.2304 | 0.2306 | 1.2304 | 1.1092 |
427
- | 0.2245 | 50.1333 | 752 | 1.2248 | 0.2683 | 1.2248 | 1.1067 |
428
- | 0.2245 | 50.2667 | 754 | 1.1422 | 0.1990 | 1.1422 | 1.0688 |
429
- | 0.2245 | 50.4 | 756 | 1.0371 | 0.2460 | 1.0371 | 1.0184 |
430
- | 0.2245 | 50.5333 | 758 | 0.9563 | 0.2562 | 0.9563 | 0.9779 |
431
- | 0.2245 | 50.6667 | 760 | 0.9322 | 0.2670 | 0.9322 | 0.9655 |
432
- | 0.2245 | 50.8 | 762 | 0.9316 | 0.2726 | 0.9316 | 0.9652 |
433
- | 0.2245 | 50.9333 | 764 | 0.9233 | 0.2726 | 0.9233 | 0.9609 |
434
- | 0.2245 | 51.0667 | 766 | 0.8999 | 0.2726 | 0.8999 | 0.9486 |
435
- | 0.2245 | 51.2 | 768 | 0.8611 | 0.2784 | 0.8611 | 0.9280 |
436
- | 0.2245 | 51.3333 | 770 | 0.8431 | 0.2784 | 0.8431 | 0.9182 |
437
- | 0.2245 | 51.4667 | 772 | 0.8248 | 0.2297 | 0.8248 | 0.9082 |
438
- | 0.2245 | 51.6 | 774 | 0.7954 | 0.2297 | 0.7954 | 0.8919 |
439
- | 0.2245 | 51.7333 | 776 | 0.8012 | 0.2297 | 0.8012 | 0.8951 |
440
- | 0.2245 | 51.8667 | 778 | 0.8011 | 0.2297 | 0.8011 | 0.8950 |
441
- | 0.2245 | 52.0 | 780 | 0.8073 | 0.2297 | 0.8073 | 0.8985 |
442
 
443
 
444
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_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_run1_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: 0.7908
19
+ - Qwk: 0.3569
20
+ - Mse: 0.7908
21
+ - Rmse: 0.8893
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 | 0.9256 | 0.0495 | 0.9256 | 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 | 0.9158 |
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 | 0.8859 | -0.0444 | 0.8859 | 0.9412 |
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 | 0.7951 | -0.0051 | 0.7951 | 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 | 0.9054 | 0.1972 | 0.9054 | 0.9515 |
94
+ | No log | 5.0588 | 86 | 0.9133 | 0.0245 | 0.9133 | 0.9556 |
95
+ | No log | 5.1765 | 88 | 0.8966 | 0.0968 | 0.8966 | 0.9469 |
96
+ | No log | 5.2941 | 90 | 0.9316 | 0.1303 | 0.9316 | 0.9652 |
97
+ | No log | 5.4118 | 92 | 0.9620 | 0.2063 | 0.9620 | 0.9808 |
98
+ | No log | 5.5294 | 94 | 0.9344 | 0.2632 | 0.9344 | 0.9667 |
99
+ | No log | 5.6471 | 96 | 0.8432 | 0.3238 | 0.8432 | 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 | 0.9097 |
102
+ | No log | 6.0 | 102 | 0.8621 | 0.0362 | 0.8621 | 0.9285 |
103
+ | No log | 6.1176 | 104 | 0.8318 | 0.0697 | 0.8318 | 0.9120 |
104
+ | No log | 6.2353 | 106 | 0.8264 | 0.2345 | 0.8264 | 0.9091 |
105
+ | No log | 6.3529 | 108 | 0.8756 | 0.2604 | 0.8756 | 0.9357 |
106
+ | No log | 6.4706 | 110 | 0.8394 | 0.2171 | 0.8394 | 0.9162 |
107
+ | No log | 6.5882 | 112 | 0.8389 | 0.2063 | 0.8389 | 0.9159 |
108
+ | No log | 6.7059 | 114 | 0.8408 | 0.0 | 0.8408 | 0.9169 |
109
+ | No log | 6.8235 | 116 | 0.7237 | 0.1829 | 0.7237 | 0.8507 |
110
+ | No log | 6.9412 | 118 | 0.6559 | 0.2819 | 0.6559 | 0.8099 |
111
+ | No log | 7.0588 | 120 | 0.6882 | 0.3950 | 0.6882 | 0.8296 |
112
+ | No log | 7.1765 | 122 | 0.8565 | 0.3499 | 0.8565 | 0.9255 |
113
+ | No log | 7.2941 | 124 | 0.9869 | 0.2921 | 0.9869 | 0.9934 |
114
+ | No log | 7.4118 | 126 | 0.9986 | 0.2464 | 0.9986 | 0.9993 |
115
+ | No log | 7.5294 | 128 | 1.0639 | 0.1354 | 1.0639 | 1.0315 |
116
+ | No log | 7.6471 | 130 | 1.5344 | 0.1007 | 1.5344 | 1.2387 |
117
+ | No log | 7.7647 | 132 | 1.5739 | 0.0790 | 1.5739 | 1.2545 |
118
+ | No log | 7.8824 | 134 | 1.2405 | 0.1332 | 1.2405 | 1.1138 |
119
+ | No log | 8.0 | 136 | 0.9822 | 0.0801 | 0.9822 | 0.9911 |
120
+ | No log | 8.1176 | 138 | 0.9364 | 0.2832 | 0.9364 | 0.9677 |
121
+ | No log | 8.2353 | 140 | 0.8927 | 0.3183 | 0.8927 | 0.9448 |
122
+ | No log | 8.3529 | 142 | 0.8516 | 0.3221 | 0.8516 | 0.9228 |
123
+ | No log | 8.4706 | 144 | 0.8220 | 0.2414 | 0.8220 | 0.9066 |
124
+ | No log | 8.5882 | 146 | 0.8005 | 0.2813 | 0.8005 | 0.8947 |
125
+ | No log | 8.7059 | 148 | 0.7958 | 0.2784 | 0.7958 | 0.8921 |
126
+ | No log | 8.8235 | 150 | 0.8072 | 0.3372 | 0.8072 | 0.8984 |
127
+ | No log | 8.9412 | 152 | 0.8401 | 0.3699 | 0.8401 | 0.9166 |
128
+ | No log | 9.0588 | 154 | 0.7969 | 0.3637 | 0.7969 | 0.8927 |
129
+ | No log | 9.1765 | 156 | 0.7616 | 0.3099 | 0.7616 | 0.8727 |
130
+ | No log | 9.2941 | 158 | 0.7264 | 0.1699 | 0.7264 | 0.8523 |
131
+ | No log | 9.4118 | 160 | 0.7207 | 0.1268 | 0.7207 | 0.8490 |
132
+ | No log | 9.5294 | 162 | 0.7408 | 0.1268 | 0.7408 | 0.8607 |
133
+ | No log | 9.6471 | 164 | 0.7870 | 0.2171 | 0.7870 | 0.8871 |
134
+ | No log | 9.7647 | 166 | 0.8375 | 0.2328 | 0.8375 | 0.9152 |
135
+ | No log | 9.8824 | 168 | 0.8349 | 0.1995 | 0.8349 | 0.9137 |
136
+ | No log | 10.0 | 170 | 0.8021 | 0.2589 | 0.8021 | 0.8956 |
137
+ | No log | 10.1176 | 172 | 0.8164 | 0.0652 | 0.8164 | 0.9035 |
138
+ | No log | 10.2353 | 174 | 0.8227 | 0.0652 | 0.8227 | 0.9070 |
139
+ | No log | 10.3529 | 176 | 0.7995 | 0.2027 | 0.7995 | 0.8941 |
140
+ | No log | 10.4706 | 178 | 0.8027 | 0.3372 | 0.8027 | 0.8959 |
141
+ | No log | 10.5882 | 180 | 0.7890 | 0.3564 | 0.7890 | 0.8883 |
142
+ | No log | 10.7059 | 182 | 0.7029 | 0.3302 | 0.7029 | 0.8384 |
143
+ | No log | 10.8235 | 184 | 0.6770 | 0.3425 | 0.6770 | 0.8228 |
144
+ | No log | 10.9412 | 186 | 0.7091 | 0.3127 | 0.7091 | 0.8421 |
145
+ | No log | 11.0588 | 188 | 0.7806 | 0.3372 | 0.7806 | 0.8835 |
146
+ | No log | 11.1765 | 190 | 0.8809 | 0.3847 | 0.8809 | 0.9386 |
147
+ | No log | 11.2941 | 192 | 0.8496 | 0.4251 | 0.8496 | 0.9217 |
148
+ | No log | 11.4118 | 194 | 0.7584 | 0.2784 | 0.7584 | 0.8708 |
149
+ | No log | 11.5294 | 196 | 0.7448 | 0.2683 | 0.7448 | 0.8630 |
150
+ | No log | 11.6471 | 198 | 0.7497 | 0.2360 | 0.7497 | 0.8658 |
151
+ | No log | 11.7647 | 200 | 0.7541 | 0.2319 | 0.7541 | 0.8684 |
152
+ | No log | 11.8824 | 202 | 0.8366 | 0.4089 | 0.8366 | 0.9147 |
153
+ | No log | 12.0 | 204 | 0.8499 | 0.3843 | 0.8499 | 0.9219 |
154
+ | No log | 12.1176 | 206 | 0.8151 | 0.1598 | 0.8151 | 0.9028 |
155
+ | No log | 12.2353 | 208 | 0.8159 | 0.1010 | 0.8159 | 0.9033 |
156
+ | No log | 12.3529 | 210 | 0.8342 | 0.1051 | 0.8342 | 0.9134 |
157
+ | No log | 12.4706 | 212 | 0.8018 | 0.1051 | 0.8018 | 0.8954 |
158
+ | No log | 12.5882 | 214 | 0.7516 | 0.2685 | 0.7516 | 0.8669 |
159
+ | No log | 12.7059 | 216 | 0.7893 | 0.3637 | 0.7893 | 0.8884 |
160
+ | No log | 12.8235 | 218 | 0.8175 | 0.3562 | 0.8175 | 0.9042 |
161
+ | No log | 12.9412 | 220 | 0.7565 | 0.4307 | 0.7565 | 0.8698 |
162
+ | No log | 13.0588 | 222 | 0.7153 | 0.4052 | 0.7153 | 0.8458 |
163
+ | No log | 13.1765 | 224 | 0.6842 | 0.3416 | 0.6842 | 0.8272 |
164
+ | No log | 13.2941 | 226 | 0.7053 | 0.2751 | 0.7053 | 0.8398 |
165
+ | No log | 13.4118 | 228 | 0.7584 | 0.2950 | 0.7584 | 0.8708 |
166
+ | No log | 13.5294 | 230 | 0.8312 | 0.3444 | 0.8312 | 0.9117 |
167
+ | No log | 13.6471 | 232 | 0.8638 | 0.3590 | 0.8638 | 0.9294 |
168
+ | No log | 13.7647 | 234 | 0.8389 | 0.3590 | 0.8389 | 0.9159 |
169
+ | No log | 13.8824 | 236 | 0.8055 | 0.3867 | 0.8055 | 0.8975 |
170
+ | No log | 14.0 | 238 | 0.7891 | 0.3867 | 0.7891 | 0.8883 |
171
+ | No log | 14.1176 | 240 | 0.7527 | 0.3444 | 0.7527 | 0.8676 |
172
+ | No log | 14.2353 | 242 | 0.7427 | 0.3868 | 0.7427 | 0.8618 |
173
+ | No log | 14.3529 | 244 | 0.7761 | 0.3712 | 0.7761 | 0.8810 |
174
+ | No log | 14.4706 | 246 | 0.8075 | 0.3302 | 0.8075 | 0.8986 |
175
+ | No log | 14.5882 | 248 | 0.8696 | 0.4014 | 0.8696 | 0.9325 |
176
+ | No log | 14.7059 | 250 | 0.8632 | 0.4014 | 0.8632 | 0.9291 |
177
+ | No log | 14.8235 | 252 | 0.8591 | 0.4272 | 0.8591 | 0.9269 |
178
+ | No log | 14.9412 | 254 | 0.8180 | 0.4272 | 0.8180 | 0.9044 |
179
+ | No log | 15.0588 | 256 | 0.7631 | 0.3713 | 0.7631 | 0.8735 |
180
+ | No log | 15.1765 | 258 | 0.7455 | 0.3002 | 0.7455 | 0.8634 |
181
+ | No log | 15.2941 | 260 | 0.7269 | 0.3701 | 0.7269 | 0.8526 |
182
+ | No log | 15.4118 | 262 | 0.7434 | 0.3737 | 0.7434 | 0.8622 |
183
+ | No log | 15.5294 | 264 | 0.7715 | 0.4052 | 0.7715 | 0.8784 |
184
+ | No log | 15.6471 | 266 | 0.7737 | 0.3789 | 0.7737 | 0.8796 |
185
+ | No log | 15.7647 | 268 | 0.7645 | 0.3894 | 0.7645 | 0.8743 |
186
+ | No log | 15.8824 | 270 | 0.7803 | 0.3615 | 0.7803 | 0.8834 |
187
+ | No log | 16.0 | 272 | 0.7595 | 0.4020 | 0.7595 | 0.8715 |
188
+ | No log | 16.1176 | 274 | 0.7336 | 0.3050 | 0.7336 | 0.8565 |
189
+ | No log | 16.2353 | 276 | 0.7305 | 0.3050 | 0.7305 | 0.8547 |
190
+ | No log | 16.3529 | 278 | 0.7383 | 0.3050 | 0.7383 | 0.8592 |
191
+ | No log | 16.4706 | 280 | 0.7855 | 0.3471 | 0.7855 | 0.8863 |
192
+ | No log | 16.5882 | 282 | 0.8291 | 0.3918 | 0.8291 | 0.9106 |
193
+ | No log | 16.7059 | 284 | 0.8088 | 0.3918 | 0.8088 | 0.8993 |
194
+ | No log | 16.8235 | 286 | 0.8076 | 0.3662 | 0.8076 | 0.8987 |
195
+ | No log | 16.9412 | 288 | 0.7819 | 0.2847 | 0.7819 | 0.8843 |
196
+ | No log | 17.0588 | 290 | 0.7737 | 0.2981 | 0.7737 | 0.8796 |
197
+ | No log | 17.1765 | 292 | 0.7968 | 0.3471 | 0.7968 | 0.8926 |
198
+ | No log | 17.2941 | 294 | 0.7921 | 0.2847 | 0.7921 | 0.8900 |
199
+ | No log | 17.4118 | 296 | 0.7699 | 0.3416 | 0.7699 | 0.8775 |
200
+ | No log | 17.5294 | 298 | 0.7647 | 0.2936 | 0.7647 | 0.8745 |
201
+ | No log | 17.6471 | 300 | 0.7670 | 0.3728 | 0.7670 | 0.8758 |
202
+ | No log | 17.7647 | 302 | 0.7891 | 0.3471 | 0.7891 | 0.8883 |
203
+ | No log | 17.8824 | 304 | 0.7950 | 0.4036 | 0.7950 | 0.8916 |
204
+ | No log | 18.0 | 306 | 0.7760 | 0.3976 | 0.7760 | 0.8809 |
205
+ | No log | 18.1176 | 308 | 0.7654 | 0.3002 | 0.7654 | 0.8749 |
206
+ | No log | 18.2353 | 310 | 0.7442 | 0.3081 | 0.7442 | 0.8627 |
207
+ | No log | 18.3529 | 312 | 0.7661 | 0.4112 | 0.7661 | 0.8753 |
208
+ | No log | 18.4706 | 314 | 0.8108 | 0.3844 | 0.8108 | 0.9004 |
209
+ | No log | 18.5882 | 316 | 0.7881 | 0.4112 | 0.7881 | 0.8877 |
210
+ | No log | 18.7059 | 318 | 0.7498 | 0.4684 | 0.7498 | 0.8659 |
211
+ | No log | 18.8235 | 320 | 0.7137 | 0.3123 | 0.7137 | 0.8448 |
212
+ | No log | 18.9412 | 322 | 0.7252 | 0.3416 | 0.7252 | 0.8516 |
213
+ | No log | 19.0588 | 324 | 0.7436 | 0.3894 | 0.7436 | 0.8623 |
214
+ | No log | 19.1765 | 326 | 0.7471 | 0.3894 | 0.7471 | 0.8643 |
215
+ | No log | 19.2941 | 328 | 0.7405 | 0.3296 | 0.7405 | 0.8606 |
216
+ | No log | 19.4118 | 330 | 0.7631 | 0.3296 | 0.7631 | 0.8736 |
217
+ | No log | 19.5294 | 332 | 0.8026 | 0.4270 | 0.8026 | 0.8959 |
218
+ | No log | 19.6471 | 334 | 0.8304 | 0.3567 | 0.8304 | 0.9112 |
219
+ | No log | 19.7647 | 336 | 0.8076 | 0.4270 | 0.8076 | 0.8987 |
220
+ | No log | 19.8824 | 338 | 0.7807 | 0.2413 | 0.7807 | 0.8836 |
221
+ | No log | 20.0 | 340 | 0.7764 | 0.2078 | 0.7764 | 0.8811 |
222
+ | No log | 20.1176 | 342 | 0.7706 | 0.1051 | 0.7706 | 0.8779 |
223
+ | No log | 20.2353 | 344 | 0.7641 | 0.3123 | 0.7641 | 0.8741 |
224
+ | No log | 20.3529 | 346 | 0.7630 | 0.3196 | 0.7630 | 0.8735 |
225
+ | No log | 20.4706 | 348 | 0.8047 | 0.3737 | 0.8047 | 0.8970 |
226
+ | No log | 20.5882 | 350 | 0.8117 | 0.3737 | 0.8117 | 0.9009 |
227
+ | No log | 20.7059 | 352 | 0.8185 | 0.3196 | 0.8185 | 0.9047 |
228
+ | No log | 20.8235 | 354 | 0.8002 | 0.2913 | 0.8002 | 0.8946 |
229
+ | No log | 20.9412 | 356 | 0.7847 | 0.3471 | 0.7847 | 0.8858 |
230
+ | No log | 21.0588 | 358 | 0.7736 | 0.3737 | 0.7736 | 0.8795 |
231
+ | No log | 21.1765 | 360 | 0.7313 | 0.3996 | 0.7313 | 0.8552 |
232
+ | No log | 21.2941 | 362 | 0.7085 | 0.4414 | 0.7085 | 0.8417 |
233
+ | No log | 21.4118 | 364 | 0.6956 | 0.4592 | 0.6956 | 0.8340 |
234
+ | No log | 21.5294 | 366 | 0.6846 | 0.4592 | 0.6846 | 0.8274 |
235
+ | No log | 21.6471 | 368 | 0.6888 | 0.4592 | 0.6888 | 0.8299 |
236
+ | No log | 21.7647 | 370 | 0.6960 | 0.4592 | 0.6960 | 0.8342 |
237
+ | No log | 21.8824 | 372 | 0.6785 | 0.4614 | 0.6785 | 0.8237 |
238
+ | No log | 22.0 | 374 | 0.6779 | 0.3728 | 0.6779 | 0.8234 |
239
+ | No log | 22.1176 | 376 | 0.6959 | 0.4614 | 0.6959 | 0.8342 |
240
+ | No log | 22.2353 | 378 | 0.7528 | 0.4112 | 0.7528 | 0.8676 |
241
+ | No log | 22.3529 | 380 | 0.8408 | 0.3844 | 0.8408 | 0.9170 |
242
+ | No log | 22.4706 | 382 | 0.8988 | 0.3659 | 0.8988 | 0.9480 |
243
+ | No log | 22.5882 | 384 | 0.8679 | 0.3844 | 0.8679 | 0.9316 |
244
+ | No log | 22.7059 | 386 | 0.7938 | 0.3996 | 0.7938 | 0.8910 |
245
+ | No log | 22.8235 | 388 | 0.7241 | 0.4330 | 0.7241 | 0.8509 |
246
+ | No log | 22.9412 | 390 | 0.7065 | 0.2819 | 0.7065 | 0.8405 |
247
+ | No log | 23.0588 | 392 | 0.7027 | 0.2819 | 0.7027 | 0.8383 |
248
+ | No log | 23.1765 | 394 | 0.7178 | 0.3494 | 0.7178 | 0.8472 |
249
+ | No log | 23.2941 | 396 | 0.7411 | 0.4592 | 0.7411 | 0.8609 |
250
+ | No log | 23.4118 | 398 | 0.7584 | 0.4158 | 0.7584 | 0.8709 |
251
+ | No log | 23.5294 | 400 | 0.7543 | 0.3737 | 0.7543 | 0.8685 |
252
+ | No log | 23.6471 | 402 | 0.7719 | 0.3996 | 0.7719 | 0.8786 |
253
+ | No log | 23.7647 | 404 | 0.7807 | 0.3996 | 0.7807 | 0.8836 |
254
+ | No log | 23.8824 | 406 | 0.7697 | 0.4270 | 0.7697 | 0.8773 |
255
+ | No log | 24.0 | 408 | 0.7574 | 0.4684 | 0.7574 | 0.8703 |
256
+ | No log | 24.1176 | 410 | 0.7561 | 0.4597 | 0.7561 | 0.8696 |
257
+ | No log | 24.2353 | 412 | 0.7588 | 0.4330 | 0.7588 | 0.8711 |
258
+ | No log | 24.3529 | 414 | 0.7753 | 0.3843 | 0.7753 | 0.8805 |
259
+ | No log | 24.4706 | 416 | 0.7643 | 0.4247 | 0.7643 | 0.8742 |
260
+ | No log | 24.5882 | 418 | 0.7168 | 0.4060 | 0.7168 | 0.8466 |
261
+ | No log | 24.7059 | 420 | 0.6841 | 0.3728 | 0.6841 | 0.8271 |
262
+ | No log | 24.8235 | 422 | 0.6793 | 0.3728 | 0.6793 | 0.8242 |
263
+ | No log | 24.9412 | 424 | 0.6840 | 0.3728 | 0.6840 | 0.8271 |
264
+ | No log | 25.0588 | 426 | 0.7032 | 0.4267 | 0.7032 | 0.8386 |
265
+ | No log | 25.1765 | 428 | 0.7224 | 0.4753 | 0.7224 | 0.8499 |
266
+ | No log | 25.2941 | 430 | 0.7685 | 0.4272 | 0.7685 | 0.8766 |
267
+ | No log | 25.4118 | 432 | 0.7673 | 0.4089 | 0.7673 | 0.8760 |
268
+ | No log | 25.5294 | 434 | 0.7680 | 0.4089 | 0.7680 | 0.8763 |
269
+ | No log | 25.6471 | 436 | 0.7164 | 0.4330 | 0.7164 | 0.8464 |
270
+ | No log | 25.7647 | 438 | 0.7018 | 0.4753 | 0.7018 | 0.8377 |
271
+ | No log | 25.8824 | 440 | 0.7261 | 0.4330 | 0.7261 | 0.8521 |
272
+ | No log | 26.0 | 442 | 0.7670 | 0.4014 | 0.7670 | 0.8758 |
273
+ | No log | 26.1176 | 444 | 0.7560 | 0.3843 | 0.7560 | 0.8695 |
274
+ | No log | 26.2353 | 446 | 0.7298 | 0.4076 | 0.7298 | 0.8543 |
275
+ | No log | 26.3529 | 448 | 0.7185 | 0.3976 | 0.7185 | 0.8477 |
276
+ | No log | 26.4706 | 450 | 0.7200 | 0.3701 | 0.7200 | 0.8485 |
277
+ | No log | 26.5882 | 452 | 0.7220 | 0.3976 | 0.7220 | 0.8497 |
278
+ | No log | 26.7059 | 454 | 0.7396 | 0.4158 | 0.7396 | 0.8600 |
279
+ | No log | 26.8235 | 456 | 0.7372 | 0.4502 | 0.7372 | 0.8586 |
280
+ | No log | 26.9412 | 458 | 0.7067 | 0.4330 | 0.7067 | 0.8407 |
281
+ | No log | 27.0588 | 460 | 0.6954 | 0.3701 | 0.6954 | 0.8339 |
282
+ | No log | 27.1765 | 462 | 0.7056 | 0.4330 | 0.7056 | 0.8400 |
283
+ | No log | 27.2941 | 464 | 0.7283 | 0.4502 | 0.7283 | 0.8534 |
284
+ | No log | 27.4118 | 466 | 0.7336 | 0.4753 | 0.7336 | 0.8565 |
285
+ | No log | 27.5294 | 468 | 0.7169 | 0.4592 | 0.7169 | 0.8467 |
286
+ | No log | 27.6471 | 470 | 0.7105 | 0.4502 | 0.7105 | 0.8429 |
287
+ | No log | 27.7647 | 472 | 0.7018 | 0.4502 | 0.7018 | 0.8377 |
288
+ | No log | 27.8824 | 474 | 0.6927 | 0.4502 | 0.6927 | 0.8323 |
289
+ | No log | 28.0 | 476 | 0.6883 | 0.4502 | 0.6883 | 0.8296 |
290
+ | No log | 28.1176 | 478 | 0.6726 | 0.3976 | 0.6726 | 0.8201 |
291
+ | No log | 28.2353 | 480 | 0.6599 | 0.4060 | 0.6599 | 0.8123 |
292
+ | No log | 28.3529 | 482 | 0.6531 | 0.3976 | 0.6531 | 0.8082 |
293
+ | No log | 28.4706 | 484 | 0.6648 | 0.4524 | 0.6648 | 0.8154 |
294
+ | No log | 28.5882 | 486 | 0.6635 | 0.4795 | 0.6635 | 0.8145 |
295
+ | No log | 28.7059 | 488 | 0.6750 | 0.4888 | 0.6750 | 0.8216 |
296
+ | No log | 28.8235 | 490 | 0.7021 | 0.4875 | 0.7021 | 0.8379 |
297
+ | No log | 28.9412 | 492 | 0.7389 | 0.4782 | 0.7389 | 0.8596 |
298
+ | No log | 29.0588 | 494 | 0.7653 | 0.3985 | 0.7653 | 0.8748 |
299
+ | No log | 29.1765 | 496 | 0.7867 | 0.3723 | 0.7867 | 0.8870 |
300
+ | No log | 29.2941 | 498 | 0.7760 | 0.3996 | 0.7760 | 0.8809 |
301
+ | 0.3112 | 29.4118 | 500 | 0.7745 | 0.3996 | 0.7745 | 0.8801 |
302
+ | 0.3112 | 29.5294 | 502 | 0.7469 | 0.4158 | 0.7469 | 0.8643 |
303
+ | 0.3112 | 29.6471 | 504 | 0.6944 | 0.4086 | 0.6944 | 0.8333 |
304
+ | 0.3112 | 29.7647 | 506 | 0.6638 | 0.3754 | 0.6638 | 0.8147 |
305
+ | 0.3112 | 29.8824 | 508 | 0.6626 | 0.3754 | 0.6626 | 0.8140 |
306
+ | 0.3112 | 30.0 | 510 | 0.6772 | 0.3352 | 0.6772 | 0.8229 |
307
+ | 0.3112 | 30.1176 | 512 | 0.7105 | 0.4397 | 0.7105 | 0.8429 |
308
+ | 0.3112 | 30.2353 | 514 | 0.7689 | 0.3842 | 0.7689 | 0.8769 |
309
+ | 0.3112 | 30.3529 | 516 | 0.8444 | 0.3781 | 0.8444 | 0.9189 |
310
+ | 0.3112 | 30.4706 | 518 | 0.8689 | 0.3333 | 0.8689 | 0.9321 |
311
+ | 0.3112 | 30.5882 | 520 | 0.8336 | 0.3776 | 0.8336 | 0.9130 |
312
+ | 0.3112 | 30.7059 | 522 | 0.7908 | 0.3569 | 0.7908 | 0.8893 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
313
 
314
 
315
  ### Framework versions