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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task5_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_task5_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_task5_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: 1.3859
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- - Qwk: 0.1744
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- - Mse: 1.3859
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- - Rmse: 1.1772
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  ## Model description
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@@ -49,261 +49,269 @@ 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 | 4.0648 | 0.0070 | 4.0648 | 2.0161 |
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- | No log | 0.2667 | 4 | 2.1943 | 0.1047 | 2.1943 | 1.4813 |
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- | No log | 0.4 | 6 | 1.4606 | 0.0143 | 1.4606 | 1.2086 |
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- | No log | 0.5333 | 8 | 1.2335 | -0.0032 | 1.2335 | 1.1106 |
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- | No log | 0.6667 | 10 | 1.1203 | 0.1304 | 1.1203 | 1.0584 |
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- | No log | 0.8 | 12 | 1.1447 | 0.1944 | 1.1447 | 1.0699 |
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- | No log | 0.9333 | 14 | 1.1465 | 0.0761 | 1.1465 | 1.0707 |
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- | No log | 1.0667 | 16 | 1.1281 | 0.1062 | 1.1281 | 1.0621 |
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- | No log | 1.2 | 18 | 1.1256 | 0.2145 | 1.1256 | 1.0610 |
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- | No log | 1.3333 | 20 | 1.0531 | 0.2015 | 1.0531 | 1.0262 |
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- | No log | 1.4667 | 22 | 1.1027 | 0.1292 | 1.1027 | 1.0501 |
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- | No log | 1.6 | 24 | 1.0525 | 0.1629 | 1.0525 | 1.0259 |
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- | No log | 1.7333 | 26 | 1.0091 | 0.1908 | 1.0091 | 1.0046 |
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- | No log | 1.8667 | 28 | 1.2192 | 0.0950 | 1.2192 | 1.1042 |
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- | No log | 2.0 | 30 | 1.5284 | -0.0305 | 1.5284 | 1.2363 |
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- | No log | 2.1333 | 32 | 1.4065 | 0.0102 | 1.4065 | 1.1860 |
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- | No log | 2.2667 | 34 | 1.0920 | 0.0917 | 1.0920 | 1.0450 |
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- | No log | 2.4 | 36 | 1.2433 | 0.1199 | 1.2433 | 1.1150 |
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- | No log | 2.5333 | 38 | 1.6740 | -0.0939 | 1.6740 | 1.2938 |
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- | No log | 2.6667 | 40 | 1.7687 | -0.1658 | 1.7687 | 1.3299 |
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- | No log | 2.8 | 42 | 1.5873 | -0.0749 | 1.5873 | 1.2599 |
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- | No log | 2.9333 | 44 | 1.5556 | -0.1285 | 1.5556 | 1.2472 |
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- | No log | 3.0667 | 46 | 1.3672 | 0.1702 | 1.3672 | 1.1693 |
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- | No log | 3.2 | 48 | 1.2001 | 0.2632 | 1.2001 | 1.0955 |
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- | No log | 3.3333 | 50 | 1.3977 | 0.0818 | 1.3977 | 1.1822 |
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- | No log | 3.4667 | 52 | 1.5670 | -0.0756 | 1.5670 | 1.2518 |
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- | No log | 3.6 | 54 | 1.4665 | 0.1452 | 1.4665 | 1.2110 |
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- | No log | 3.7333 | 56 | 1.2472 | 0.2773 | 1.2472 | 1.1168 |
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- | No log | 3.8667 | 58 | 1.1001 | 0.1170 | 1.1001 | 1.0489 |
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- | No log | 4.0 | 60 | 1.0654 | 0.0886 | 1.0654 | 1.0322 |
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- | No log | 4.1333 | 62 | 1.1325 | 0.1233 | 1.1325 | 1.0642 |
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- | No log | 4.2667 | 64 | 1.3356 | 0.2728 | 1.3356 | 1.1557 |
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- | No log | 4.4 | 66 | 1.5044 | 0.2313 | 1.5044 | 1.2265 |
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- | No log | 4.5333 | 68 | 1.6029 | 0.1935 | 1.6029 | 1.2660 |
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- | No log | 4.6667 | 70 | 1.7481 | 0.0275 | 1.7481 | 1.3222 |
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- | No log | 4.8 | 72 | 1.6289 | 0.1242 | 1.6289 | 1.2763 |
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- | No log | 4.9333 | 74 | 1.6525 | 0.0876 | 1.6525 | 1.2855 |
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- | No log | 5.0667 | 76 | 1.8225 | 0.0359 | 1.8225 | 1.3500 |
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- | No log | 5.2 | 78 | 1.7750 | 0.0542 | 1.7750 | 1.3323 |
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- | No log | 5.3333 | 80 | 1.4799 | 0.2194 | 1.4799 | 1.2165 |
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- | No log | 5.4667 | 82 | 1.4945 | 0.2311 | 1.4945 | 1.2225 |
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- | No log | 5.6 | 84 | 1.8306 | -0.0145 | 1.8306 | 1.3530 |
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- | No log | 5.7333 | 86 | 1.8319 | -0.0653 | 1.8319 | 1.3535 |
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- | No log | 5.8667 | 88 | 1.4183 | 0.1054 | 1.4183 | 1.1909 |
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- | No log | 6.0 | 90 | 1.1326 | 0.2864 | 1.1326 | 1.0643 |
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- | No log | 6.1333 | 92 | 1.0949 | 0.2512 | 1.0949 | 1.0464 |
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- | No log | 6.2667 | 94 | 1.2939 | 0.1649 | 1.2939 | 1.1375 |
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- | No log | 6.4 | 96 | 1.5198 | -0.0052 | 1.5198 | 1.2328 |
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- | No log | 6.5333 | 98 | 1.4648 | -0.0171 | 1.4648 | 1.2103 |
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- | No log | 6.6667 | 100 | 1.2772 | 0.1649 | 1.2772 | 1.1301 |
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- | No log | 6.8 | 102 | 1.1925 | 0.2636 | 1.1925 | 1.0920 |
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- | No log | 6.9333 | 104 | 1.2840 | 0.1868 | 1.2840 | 1.1331 |
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- | No log | 7.0667 | 106 | 1.3788 | 0.0870 | 1.3788 | 1.1742 |
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- | No log | 7.2 | 108 | 1.4438 | 0.0483 | 1.4438 | 1.2016 |
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- | No log | 7.3333 | 110 | 1.2756 | 0.1986 | 1.2756 | 1.1294 |
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- | No log | 7.4667 | 112 | 1.1651 | 0.2105 | 1.1651 | 1.0794 |
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- | No log | 7.6 | 114 | 1.0067 | 0.2512 | 1.0067 | 1.0033 |
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- | No log | 7.7333 | 116 | 0.9888 | 0.2773 | 0.9888 | 0.9944 |
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- | No log | 7.8667 | 118 | 1.1601 | 0.2105 | 1.1601 | 1.0771 |
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- | No log | 8.0 | 120 | 1.4088 | 0.1026 | 1.4088 | 1.1869 |
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- | No log | 8.1333 | 122 | 1.6473 | -0.0500 | 1.6473 | 1.2835 |
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- | No log | 8.2667 | 124 | 1.5955 | -0.0313 | 1.5955 | 1.2631 |
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- | No log | 8.4 | 126 | 1.3919 | 0.1858 | 1.3919 | 1.1798 |
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- | No log | 8.5333 | 128 | 1.3567 | 0.2438 | 1.3567 | 1.1648 |
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- | No log | 8.6667 | 130 | 1.5119 | 0.2091 | 1.5119 | 1.2296 |
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- | No log | 8.8 | 132 | 1.5287 | 0.1971 | 1.5287 | 1.2364 |
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- | No log | 8.9333 | 134 | 1.3230 | 0.2528 | 1.3230 | 1.1502 |
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- | No log | 9.0667 | 136 | 1.1210 | 0.2167 | 1.1210 | 1.0588 |
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- | No log | 9.2 | 138 | 1.1865 | 0.2528 | 1.1865 | 1.0893 |
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- | No log | 9.3333 | 140 | 1.4338 | 0.1854 | 1.4338 | 1.1974 |
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- | No log | 9.4667 | 142 | 1.5098 | 0.1663 | 1.5098 | 1.2287 |
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- | No log | 9.6 | 144 | 1.4955 | 0.1354 | 1.4955 | 1.2229 |
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- | No log | 9.7333 | 146 | 1.2947 | 0.2105 | 1.2947 | 1.1378 |
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- | No log | 9.8667 | 148 | 1.1925 | 0.1986 | 1.1925 | 1.0920 |
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- | No log | 10.0 | 150 | 1.1877 | 0.2105 | 1.1877 | 1.0898 |
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- | No log | 10.1333 | 152 | 1.2595 | 0.2105 | 1.2595 | 1.1223 |
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- | No log | 10.2667 | 154 | 1.2737 | 0.2424 | 1.2737 | 1.1286 |
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- | No log | 10.4 | 156 | 1.3045 | 0.2857 | 1.3045 | 1.1421 |
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- | No log | 10.5333 | 158 | 1.3203 | 0.2857 | 1.3203 | 1.1490 |
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- | No log | 10.6667 | 160 | 1.3844 | 0.2730 | 1.3844 | 1.1766 |
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- | No log | 10.8 | 162 | 1.3728 | 0.2640 | 1.3728 | 1.1716 |
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- | No log | 10.9333 | 164 | 1.3736 | 0.2203 | 1.3736 | 1.1720 |
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- | No log | 11.0667 | 166 | 1.4796 | 0.1058 | 1.4796 | 1.2164 |
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- | No log | 11.2 | 168 | 1.3888 | 0.0970 | 1.3888 | 1.1785 |
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- | No log | 11.3333 | 170 | 1.3640 | 0.1961 | 1.3640 | 1.1679 |
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- | No log | 11.4667 | 172 | 1.3954 | 0.1512 | 1.3954 | 1.1813 |
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- | No log | 11.6 | 174 | 1.5534 | 0.0694 | 1.5534 | 1.2464 |
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- | No log | 11.7333 | 176 | 1.6409 | 0.1428 | 1.6409 | 1.2810 |
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- | No log | 11.8667 | 178 | 1.6852 | 0.1428 | 1.6852 | 1.2981 |
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- | No log | 12.0 | 180 | 1.5896 | 0.1222 | 1.5896 | 1.2608 |
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- | No log | 12.1333 | 182 | 1.4349 | 0.1886 | 1.4349 | 1.1979 |
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- | No log | 12.2667 | 184 | 1.3321 | 0.1202 | 1.3321 | 1.1542 |
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- | No log | 12.4 | 186 | 1.3569 | 0.1052 | 1.3569 | 1.1649 |
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- | No log | 12.5333 | 188 | 1.4046 | 0.2709 | 1.4046 | 1.1851 |
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- | No log | 12.6667 | 190 | 1.4955 | 0.2522 | 1.4955 | 1.2229 |
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- | No log | 12.8 | 192 | 1.3429 | 0.2239 | 1.3429 | 1.1588 |
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- | No log | 12.9333 | 194 | 1.2121 | 0.2495 | 1.2121 | 1.1010 |
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- | No log | 13.0667 | 196 | 1.0927 | 0.3126 | 1.0927 | 1.0453 |
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- | No log | 13.2 | 198 | 1.2670 | 0.2851 | 1.2670 | 1.1256 |
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- | No log | 13.3333 | 200 | 1.4903 | 0.2525 | 1.4903 | 1.2208 |
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- | No log | 13.4667 | 202 | 1.4341 | 0.1769 | 1.4341 | 1.1975 |
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- | No log | 13.6 | 204 | 1.3173 | 0.2203 | 1.3173 | 1.1478 |
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- | No log | 13.7333 | 206 | 1.2313 | 0.1622 | 1.2313 | 1.1096 |
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- | No log | 13.8667 | 208 | 1.2885 | 0.1622 | 1.2885 | 1.1351 |
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- | No log | 14.0 | 210 | 1.4384 | 0.1816 | 1.4384 | 1.1993 |
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- | No log | 14.1333 | 212 | 1.5298 | 0.2542 | 1.5298 | 1.2368 |
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- | No log | 14.2667 | 214 | 1.4693 | 0.2542 | 1.4693 | 1.2121 |
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- | No log | 14.4 | 216 | 1.4804 | 0.2542 | 1.4804 | 1.2167 |
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- | No log | 14.5333 | 218 | 1.5215 | 0.2542 | 1.5215 | 1.2335 |
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- | No log | 14.6667 | 220 | 1.4113 | 0.2730 | 1.4113 | 1.1880 |
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- | No log | 14.8 | 222 | 1.1972 | 0.1842 | 1.1972 | 1.0941 |
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- | No log | 14.9333 | 224 | 1.1536 | 0.1842 | 1.1536 | 1.0741 |
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- | No log | 15.0667 | 226 | 1.2374 | 0.1697 | 1.2374 | 1.1124 |
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- | No log | 15.2 | 228 | 1.3531 | 0.2592 | 1.3531 | 1.1632 |
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- | No log | 15.3333 | 230 | 1.5023 | 0.2292 | 1.5023 | 1.2257 |
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- | No log | 15.4667 | 232 | 1.5229 | 0.2292 | 1.5229 | 1.2341 |
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- | No log | 15.6 | 234 | 1.4237 | 0.2015 | 1.4237 | 1.1932 |
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- | No log | 15.7333 | 236 | 1.2955 | 0.1081 | 1.2955 | 1.1382 |
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- | No log | 15.8667 | 238 | 1.2329 | 0.1141 | 1.2329 | 1.1103 |
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- | No log | 16.0 | 240 | 1.2906 | 0.0556 | 1.2906 | 1.1361 |
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- | No log | 16.1333 | 242 | 1.4498 | 0.1634 | 1.4498 | 1.2041 |
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- | No log | 16.2667 | 244 | 1.5885 | 0.1892 | 1.5885 | 1.2604 |
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- | No log | 16.4 | 246 | 1.5508 | 0.1388 | 1.5508 | 1.2453 |
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- | No log | 16.5333 | 248 | 1.5682 | -0.1276 | 1.5682 | 1.2523 |
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- | No log | 16.6667 | 250 | 1.4813 | -0.1274 | 1.4813 | 1.2171 |
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- | No log | 16.8 | 252 | 1.3262 | 0.0604 | 1.3262 | 1.1516 |
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- | No log | 16.9333 | 254 | 1.2313 | 0.1500 | 1.2313 | 1.1096 |
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- | No log | 17.0667 | 256 | 1.1794 | 0.1141 | 1.1794 | 1.0860 |
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- | No log | 17.2 | 258 | 1.2547 | 0.1961 | 1.2547 | 1.1201 |
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- | No log | 17.3333 | 260 | 1.4215 | 0.1814 | 1.4215 | 1.1923 |
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- | No log | 17.4667 | 262 | 1.5238 | 0.2292 | 1.5238 | 1.2344 |
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- | No log | 17.6 | 264 | 1.5032 | 0.2391 | 1.5032 | 1.2260 |
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- | No log | 17.7333 | 266 | 1.3445 | 0.2446 | 1.3445 | 1.1595 |
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- | No log | 17.8667 | 268 | 1.2815 | 0.2149 | 1.2815 | 1.1320 |
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- | No log | 18.0 | 270 | 1.3345 | 0.2149 | 1.3345 | 1.1552 |
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- | No log | 18.1333 | 272 | 1.4033 | 0.2446 | 1.4033 | 1.1846 |
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- | No log | 18.2667 | 274 | 1.3725 | 0.2149 | 1.3725 | 1.1715 |
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- | No log | 18.4 | 276 | 1.4099 | 0.2446 | 1.4099 | 1.1874 |
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- | No log | 18.5333 | 278 | 1.3953 | 0.2577 | 1.3953 | 1.1812 |
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- | No log | 18.6667 | 280 | 1.4227 | 0.2857 | 1.4227 | 1.1928 |
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- | No log | 18.8 | 282 | 1.3824 | 0.2577 | 1.3824 | 1.1757 |
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- | No log | 18.9333 | 284 | 1.3850 | 0.2446 | 1.3850 | 1.1769 |
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- | No log | 19.0667 | 286 | 1.2786 | 0.1202 | 1.2786 | 1.1308 |
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- | No log | 19.2 | 288 | 1.1993 | 0.0833 | 1.1993 | 1.0951 |
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- | No log | 19.3333 | 290 | 1.1204 | 0.0833 | 1.1204 | 1.0585 |
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- | No log | 19.4667 | 292 | 1.0759 | 0.1141 | 1.0759 | 1.0372 |
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- | No log | 19.6 | 294 | 1.0475 | 0.1141 | 1.0475 | 1.0235 |
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- | No log | 19.7333 | 296 | 1.0910 | 0.1500 | 1.0910 | 1.0445 |
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- | No log | 19.8667 | 298 | 1.2385 | 0.2577 | 1.2385 | 1.1129 |
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- | No log | 20.0 | 300 | 1.4523 | 0.2970 | 1.4523 | 1.2051 |
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- | No log | 20.1333 | 302 | 1.5597 | 0.2789 | 1.5597 | 1.2489 |
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- | No log | 20.2667 | 304 | 1.4555 | 0.3158 | 1.4555 | 1.2065 |
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- | No log | 20.4 | 306 | 1.3135 | 0.1911 | 1.3135 | 1.1461 |
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- | No log | 20.5333 | 308 | 1.2868 | 0.1579 | 1.2868 | 1.1344 |
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- | No log | 20.6667 | 310 | 1.3470 | 0.1170 | 1.3470 | 1.1606 |
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- | No log | 20.8 | 312 | 1.3926 | 0.1052 | 1.3926 | 1.1801 |
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- | No log | 20.9333 | 314 | 1.3438 | 0.1052 | 1.3438 | 1.1592 |
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- | No log | 21.0667 | 316 | 1.3344 | 0.1052 | 1.3344 | 1.1551 |
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- | No log | 21.2 | 318 | 1.2399 | 0.1351 | 1.2399 | 1.1135 |
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- | No log | 21.3333 | 320 | 1.1620 | 0.1697 | 1.1620 | 1.0780 |
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- | No log | 21.4667 | 322 | 1.0989 | 0.1928 | 1.0989 | 1.0483 |
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- | No log | 21.6 | 324 | 1.1517 | 0.2857 | 1.1517 | 1.0732 |
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- | No log | 21.7333 | 326 | 1.2919 | 0.3158 | 1.2919 | 1.1366 |
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- | No log | 21.8667 | 328 | 1.4184 | 0.3071 | 1.4184 | 1.1910 |
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- | No log | 22.0 | 330 | 1.4828 | 0.2832 | 1.4828 | 1.2177 |
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- | No log | 22.1333 | 332 | 1.4546 | 0.2832 | 1.4546 | 1.2061 |
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- | No log | 22.2667 | 334 | 1.3097 | 0.2896 | 1.3097 | 1.1444 |
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- | No log | 22.4 | 336 | 1.0776 | 0.2417 | 1.0776 | 1.0381 |
220
- | No log | 22.5333 | 338 | 0.9382 | 0.2263 | 0.9382 | 0.9686 |
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- | No log | 22.6667 | 340 | 0.9315 | 0.2474 | 0.9315 | 0.9651 |
222
- | No log | 22.8 | 342 | 1.0492 | 0.0894 | 1.0492 | 1.0243 |
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- | No log | 22.9333 | 344 | 1.2857 | 0.1770 | 1.2857 | 1.1339 |
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- | No log | 23.0667 | 346 | 1.4827 | 0.1816 | 1.4827 | 1.2177 |
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- | No log | 23.2 | 348 | 1.5129 | 0.1816 | 1.5129 | 1.2300 |
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- | No log | 23.3333 | 350 | 1.5148 | 0.1816 | 1.5148 | 1.2308 |
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- | No log | 23.4667 | 352 | 1.5628 | 0.2132 | 1.5628 | 1.2501 |
228
- | No log | 23.6 | 354 | 1.5053 | 0.2970 | 1.5053 | 1.2269 |
229
- | No log | 23.7333 | 356 | 1.3512 | 0.3126 | 1.3512 | 1.1624 |
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- | No log | 23.8667 | 358 | 1.2099 | 0.2283 | 1.2099 | 1.1000 |
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- | No log | 24.0 | 360 | 1.1661 | 0.2105 | 1.1661 | 1.0799 |
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- | No log | 24.1333 | 362 | 1.2338 | 0.1500 | 1.2338 | 1.1107 |
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- | No log | 24.2667 | 364 | 1.3388 | 0.2143 | 1.3388 | 1.1571 |
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- | No log | 24.4 | 366 | 1.3465 | 0.1473 | 1.3465 | 1.1604 |
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- | No log | 24.5333 | 368 | 1.3682 | 0.1052 | 1.3682 | 1.1697 |
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- | No log | 24.6667 | 370 | 1.3671 | 0.1052 | 1.3671 | 1.1692 |
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- | No log | 24.8 | 372 | 1.3150 | 0.1473 | 1.3150 | 1.1468 |
238
- | No log | 24.9333 | 374 | 1.2965 | 0.1770 | 1.2965 | 1.1386 |
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- | No log | 25.0667 | 376 | 1.3476 | 0.1770 | 1.3476 | 1.1609 |
240
- | No log | 25.2 | 378 | 1.3530 | 0.1770 | 1.3530 | 1.1632 |
241
- | No log | 25.3333 | 380 | 1.3304 | 0.1770 | 1.3304 | 1.1534 |
242
- | No log | 25.4667 | 382 | 1.3347 | 0.2284 | 1.3347 | 1.1553 |
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- | No log | 25.6 | 384 | 1.3119 | 0.1961 | 1.3119 | 1.1454 |
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- | No log | 25.7333 | 386 | 1.3307 | 0.2143 | 1.3307 | 1.1536 |
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- | No log | 25.8667 | 388 | 1.3633 | 0.2143 | 1.3633 | 1.1676 |
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- | No log | 26.0 | 390 | 1.3957 | 0.2143 | 1.3957 | 1.1814 |
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- | No log | 26.1333 | 392 | 1.3553 | 0.1816 | 1.3553 | 1.1642 |
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- | No log | 26.2667 | 394 | 1.3228 | 0.1473 | 1.3228 | 1.1501 |
249
- | No log | 26.4 | 396 | 1.2826 | 0.1770 | 1.2826 | 1.1325 |
250
- | No log | 26.5333 | 398 | 1.2176 | 0.1141 | 1.2176 | 1.1034 |
251
- | No log | 26.6667 | 400 | 1.2060 | 0.1141 | 1.2060 | 1.0982 |
252
- | No log | 26.8 | 402 | 1.2646 | 0.0833 | 1.2646 | 1.1245 |
253
- | No log | 26.9333 | 404 | 1.2504 | 0.0833 | 1.2504 | 1.1182 |
254
- | No log | 27.0667 | 406 | 1.1831 | 0.1141 | 1.1831 | 1.0877 |
255
- | No log | 27.2 | 408 | 1.2023 | 0.1351 | 1.2023 | 1.0965 |
256
- | No log | 27.3333 | 410 | 1.3280 | 0.2143 | 1.3280 | 1.1524 |
257
- | No log | 27.4667 | 412 | 1.4754 | 0.2877 | 1.4754 | 1.2147 |
258
- | No log | 27.6 | 414 | 1.5195 | 0.2877 | 1.5195 | 1.2327 |
259
- | No log | 27.7333 | 416 | 1.4688 | 0.2877 | 1.4688 | 1.2119 |
260
- | No log | 27.8667 | 418 | 1.3331 | 0.2143 | 1.3331 | 1.1546 |
261
- | No log | 28.0 | 420 | 1.1592 | 0.1842 | 1.1592 | 1.0767 |
262
- | No log | 28.1333 | 422 | 1.1194 | 0.1842 | 1.1194 | 1.0580 |
263
- | No log | 28.2667 | 424 | 1.1736 | 0.2424 | 1.1736 | 1.0833 |
264
- | No log | 28.4 | 426 | 1.2863 | 0.2592 | 1.2863 | 1.1341 |
265
- | No log | 28.5333 | 428 | 1.4602 | 0.1744 | 1.4602 | 1.2084 |
266
- | No log | 28.6667 | 430 | 1.5854 | 0.2065 | 1.5854 | 1.2591 |
267
- | No log | 28.8 | 432 | 1.6308 | 0.1703 | 1.6308 | 1.2770 |
268
- | No log | 28.9333 | 434 | 1.5864 | 0.1744 | 1.5864 | 1.2595 |
269
- | No log | 29.0667 | 436 | 1.5494 | 0.2065 | 1.5494 | 1.2448 |
270
- | No log | 29.2 | 438 | 1.4222 | 0.2640 | 1.4222 | 1.1925 |
271
- | No log | 29.3333 | 440 | 1.3230 | 0.2857 | 1.3230 | 1.1502 |
272
- | No log | 29.4667 | 442 | 1.3039 | 0.3126 | 1.3039 | 1.1419 |
273
- | No log | 29.6 | 444 | 1.3630 | 0.3126 | 1.3630 | 1.1675 |
274
- | No log | 29.7333 | 446 | 1.4636 | 0.2690 | 1.4636 | 1.2098 |
275
- | No log | 29.8667 | 448 | 1.5643 | 0.2568 | 1.5643 | 1.2507 |
276
- | No log | 30.0 | 450 | 1.6139 | 0.2292 | 1.6139 | 1.2704 |
277
- | No log | 30.1333 | 452 | 1.6820 | 0.2004 | 1.6820 | 1.2969 |
278
- | No log | 30.2667 | 454 | 1.6529 | 0.1832 | 1.6529 | 1.2856 |
279
- | No log | 30.4 | 456 | 1.5708 | 0.2495 | 1.5708 | 1.2533 |
280
- | No log | 30.5333 | 458 | 1.4839 | 0.2495 | 1.4839 | 1.2181 |
281
- | No log | 30.6667 | 460 | 1.4341 | 0.2341 | 1.4341 | 1.1976 |
282
- | No log | 30.8 | 462 | 1.3553 | 0.1622 | 1.3553 | 1.1642 |
283
- | No log | 30.9333 | 464 | 1.3429 | 0.0987 | 1.3429 | 1.1588 |
284
- | No log | 31.0667 | 466 | 1.3246 | 0.0987 | 1.3246 | 1.1509 |
285
- | No log | 31.2 | 468 | 1.3379 | 0.1961 | 1.3379 | 1.1567 |
286
- | No log | 31.3333 | 470 | 1.3953 | 0.2455 | 1.3953 | 1.1812 |
287
- | No log | 31.4667 | 472 | 1.4600 | 0.2602 | 1.4600 | 1.2083 |
288
- | No log | 31.6 | 474 | 1.4453 | 0.2877 | 1.4453 | 1.2022 |
289
- | No log | 31.7333 | 476 | 1.3467 | 0.2315 | 1.3467 | 1.1605 |
290
- | No log | 31.8667 | 478 | 1.2345 | 0.2027 | 1.2345 | 1.1111 |
291
- | No log | 32.0 | 480 | 1.1273 | 0.1842 | 1.1273 | 1.0618 |
292
- | No log | 32.1333 | 482 | 1.1175 | 0.1842 | 1.1175 | 1.0571 |
293
- | No log | 32.2667 | 484 | 1.1915 | 0.2857 | 1.1915 | 1.0916 |
294
- | No log | 32.4 | 486 | 1.3399 | 0.3037 | 1.3399 | 1.1575 |
295
- | No log | 32.5333 | 488 | 1.4705 | 0.2771 | 1.4705 | 1.2126 |
296
- | No log | 32.6667 | 490 | 1.4731 | 0.2915 | 1.4731 | 1.2137 |
297
- | No log | 32.8 | 492 | 1.4423 | 0.2647 | 1.4423 | 1.2010 |
298
- | No log | 32.9333 | 494 | 1.4518 | 0.2647 | 1.4518 | 1.2049 |
299
- | No log | 33.0667 | 496 | 1.4772 | 0.2647 | 1.4772 | 1.2154 |
300
- | No log | 33.2 | 498 | 1.4134 | 0.2647 | 1.4134 | 1.1889 |
301
- | 0.2207 | 33.3333 | 500 | 1.3078 | 0.2555 | 1.3078 | 1.1436 |
302
- | 0.2207 | 33.4667 | 502 | 1.2535 | 0.2143 | 1.2535 | 1.1196 |
303
- | 0.2207 | 33.6 | 504 | 1.2256 | 0.2143 | 1.2256 | 1.1071 |
304
- | 0.2207 | 33.7333 | 506 | 1.2815 | 0.2143 | 1.2815 | 1.1320 |
305
- | 0.2207 | 33.8667 | 508 | 1.3890 | 0.1634 | 1.3890 | 1.1786 |
306
- | 0.2207 | 34.0 | 510 | 1.3859 | 0.1744 | 1.3859 | 1.1772 |
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task5_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_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.3044
19
+ - Qwk: 0.0401
20
+ - Mse: 1.3044
21
+ - Rmse: 1.1421
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1176 | 2 | 4.0140 | -0.0174 | 4.0140 | 2.0035 |
53
+ | No log | 0.2353 | 4 | 2.6063 | -0.0926 | 2.6063 | 1.6144 |
54
+ | No log | 0.3529 | 6 | 1.5650 | -0.0684 | 1.5650 | 1.2510 |
55
+ | No log | 0.4706 | 8 | 1.1358 | 0.1160 | 1.1358 | 1.0658 |
56
+ | No log | 0.5882 | 10 | 1.0366 | 0.2541 | 1.0366 | 1.0181 |
57
+ | No log | 0.7059 | 12 | 1.1396 | 0.2515 | 1.1396 | 1.0675 |
58
+ | No log | 0.8235 | 14 | 1.1764 | 0.1240 | 1.1764 | 1.0846 |
59
+ | No log | 0.9412 | 16 | 1.1849 | 0.1148 | 1.1849 | 1.0885 |
60
+ | No log | 1.0588 | 18 | 1.0913 | 0.2243 | 1.0913 | 1.0447 |
61
+ | No log | 1.1765 | 20 | 1.0292 | 0.1799 | 1.0292 | 1.0145 |
62
+ | No log | 1.2941 | 22 | 1.1401 | 0.1755 | 1.1401 | 1.0678 |
63
+ | No log | 1.4118 | 24 | 1.3986 | -0.1078 | 1.3986 | 1.1826 |
64
+ | No log | 1.5294 | 26 | 1.4496 | 0.0 | 1.4496 | 1.2040 |
65
+ | No log | 1.6471 | 28 | 1.2535 | 0.0380 | 1.2535 | 1.1196 |
66
+ | No log | 1.7647 | 30 | 1.2141 | 0.0996 | 1.2141 | 1.1019 |
67
+ | No log | 1.8824 | 32 | 1.1102 | 0.2221 | 1.1102 | 1.0536 |
68
+ | No log | 2.0 | 34 | 1.0261 | 0.2692 | 1.0261 | 1.0130 |
69
+ | No log | 2.1176 | 36 | 1.0550 | 0.2569 | 1.0550 | 1.0271 |
70
+ | No log | 2.2353 | 38 | 1.0972 | 0.1545 | 1.0972 | 1.0475 |
71
+ | No log | 2.3529 | 40 | 1.0478 | 0.2314 | 1.0478 | 1.0236 |
72
+ | No log | 2.4706 | 42 | 1.0741 | 0.1981 | 1.0741 | 1.0364 |
73
+ | No log | 2.5882 | 44 | 1.0318 | 0.2492 | 1.0318 | 1.0158 |
74
+ | No log | 2.7059 | 46 | 1.0765 | 0.1601 | 1.0765 | 1.0376 |
75
+ | No log | 2.8235 | 48 | 1.5068 | 0.1081 | 1.5068 | 1.2275 |
76
+ | No log | 2.9412 | 50 | 1.6387 | 0.0673 | 1.6387 | 1.2801 |
77
+ | No log | 3.0588 | 52 | 1.4641 | 0.1230 | 1.4641 | 1.2100 |
78
+ | No log | 3.1765 | 54 | 1.1123 | 0.1830 | 1.1123 | 1.0546 |
79
+ | No log | 3.2941 | 56 | 1.0415 | 0.3134 | 1.0415 | 1.0206 |
80
+ | No log | 3.4118 | 58 | 1.0282 | 0.3011 | 1.0282 | 1.0140 |
81
+ | No log | 3.5294 | 60 | 1.1434 | 0.1530 | 1.1434 | 1.0693 |
82
+ | No log | 3.6471 | 62 | 1.7029 | -0.1001 | 1.7029 | 1.3049 |
83
+ | No log | 3.7647 | 64 | 1.8308 | -0.1806 | 1.8308 | 1.3531 |
84
+ | No log | 3.8824 | 66 | 1.6226 | -0.2240 | 1.6226 | 1.2738 |
85
+ | No log | 4.0 | 68 | 1.2734 | 0.0169 | 1.2734 | 1.1285 |
86
+ | No log | 4.1176 | 70 | 0.9954 | 0.2547 | 0.9954 | 0.9977 |
87
+ | No log | 4.2353 | 72 | 0.9919 | 0.1734 | 0.9919 | 0.9959 |
88
+ | No log | 4.3529 | 74 | 1.1816 | 0.1707 | 1.1816 | 1.0870 |
89
+ | No log | 4.4706 | 76 | 1.6376 | -0.1434 | 1.6376 | 1.2797 |
90
+ | No log | 4.5882 | 78 | 1.6640 | -0.0513 | 1.6640 | 1.2899 |
91
+ | No log | 4.7059 | 80 | 1.5073 | 0.1292 | 1.5073 | 1.2277 |
92
+ | No log | 4.8235 | 82 | 1.5057 | 0.1477 | 1.5057 | 1.2271 |
93
+ | No log | 4.9412 | 84 | 1.6460 | 0.1537 | 1.6460 | 1.2830 |
94
+ | No log | 5.0588 | 86 | 1.8272 | 0.1379 | 1.8272 | 1.3517 |
95
+ | No log | 5.1765 | 88 | 1.8576 | 0.1367 | 1.8576 | 1.3629 |
96
+ | No log | 5.2941 | 90 | 1.6237 | 0.2163 | 1.6237 | 1.2742 |
97
+ | No log | 5.4118 | 92 | 1.5985 | 0.2026 | 1.5985 | 1.2643 |
98
+ | No log | 5.5294 | 94 | 1.7968 | 0.1771 | 1.7968 | 1.3405 |
99
+ | No log | 5.6471 | 96 | 1.9635 | -0.0200 | 1.9635 | 1.4013 |
100
+ | No log | 5.7647 | 98 | 1.9162 | -0.0766 | 1.9162 | 1.3843 |
101
+ | No log | 5.8824 | 100 | 1.7822 | 0.0357 | 1.7822 | 1.3350 |
102
+ | No log | 6.0 | 102 | 1.6227 | 0.1656 | 1.6227 | 1.2739 |
103
+ | No log | 6.1176 | 104 | 1.6403 | 0.0969 | 1.6403 | 1.2807 |
104
+ | No log | 6.2353 | 106 | 1.7658 | -0.0009 | 1.7658 | 1.3288 |
105
+ | No log | 6.3529 | 108 | 1.7952 | 0.0181 | 1.7952 | 1.3399 |
106
+ | No log | 6.4706 | 110 | 1.7833 | 0.0749 | 1.7833 | 1.3354 |
107
+ | No log | 6.5882 | 112 | 1.7027 | 0.0749 | 1.7027 | 1.3049 |
108
+ | No log | 6.7059 | 114 | 1.6791 | 0.0749 | 1.6791 | 1.2958 |
109
+ | No log | 6.8235 | 116 | 1.5693 | 0.1193 | 1.5693 | 1.2527 |
110
+ | No log | 6.9412 | 118 | 1.5476 | 0.0760 | 1.5476 | 1.2440 |
111
+ | No log | 7.0588 | 120 | 1.4455 | 0.1255 | 1.4455 | 1.2023 |
112
+ | No log | 7.1765 | 122 | 1.4469 | 0.0907 | 1.4469 | 1.2029 |
113
+ | No log | 7.2941 | 124 | 1.6220 | 0.1323 | 1.6220 | 1.2736 |
114
+ | No log | 7.4118 | 126 | 1.6811 | 0.0829 | 1.6811 | 1.2966 |
115
+ | No log | 7.5294 | 128 | 1.5359 | 0.2016 | 1.5359 | 1.2393 |
116
+ | No log | 7.6471 | 130 | 1.1754 | 0.2707 | 1.1754 | 1.0841 |
117
+ | No log | 7.7647 | 132 | 1.1192 | 0.2906 | 1.1192 | 1.0579 |
118
+ | No log | 7.8824 | 134 | 1.3121 | 0.2367 | 1.3121 | 1.1455 |
119
+ | No log | 8.0 | 136 | 1.5358 | 0.2006 | 1.5358 | 1.2393 |
120
+ | No log | 8.1176 | 138 | 1.4863 | 0.2317 | 1.4863 | 1.2191 |
121
+ | No log | 8.2353 | 140 | 1.3648 | 0.2424 | 1.3648 | 1.1682 |
122
+ | No log | 8.3529 | 142 | 1.5123 | 0.2058 | 1.5123 | 1.2297 |
123
+ | No log | 8.4706 | 144 | 1.5114 | 0.2270 | 1.5114 | 1.2294 |
124
+ | No log | 8.5882 | 146 | 1.3171 | 0.1562 | 1.3171 | 1.1476 |
125
+ | No log | 8.7059 | 148 | 1.3334 | 0.1486 | 1.3334 | 1.1547 |
126
+ | No log | 8.8235 | 150 | 1.4493 | 0.1814 | 1.4493 | 1.2039 |
127
+ | No log | 8.9412 | 152 | 1.5059 | 0.2292 | 1.5059 | 1.2272 |
128
+ | No log | 9.0588 | 154 | 1.3437 | 0.1486 | 1.3437 | 1.1592 |
129
+ | No log | 9.1765 | 156 | 1.1978 | 0.0931 | 1.1978 | 1.0945 |
130
+ | No log | 9.2941 | 158 | 1.1843 | 0.0931 | 1.1843 | 1.0882 |
131
+ | No log | 9.4118 | 160 | 1.2939 | 0.1486 | 1.2939 | 1.1375 |
132
+ | No log | 9.5294 | 162 | 1.5258 | 0.1955 | 1.5258 | 1.2352 |
133
+ | No log | 9.6471 | 164 | 1.4207 | 0.2342 | 1.4207 | 1.1919 |
134
+ | No log | 9.7647 | 166 | 1.1949 | 0.1628 | 1.1949 | 1.0931 |
135
+ | No log | 9.8824 | 168 | 1.1262 | 0.1649 | 1.1262 | 1.0612 |
136
+ | No log | 10.0 | 170 | 1.1602 | 0.1202 | 1.1602 | 1.0771 |
137
+ | No log | 10.1176 | 172 | 1.1975 | 0.1202 | 1.1975 | 1.0943 |
138
+ | No log | 10.2353 | 174 | 1.5264 | 0.2110 | 1.5264 | 1.2355 |
139
+ | No log | 10.3529 | 176 | 1.6088 | 0.1688 | 1.6088 | 1.2684 |
140
+ | No log | 10.4706 | 178 | 1.4086 | 0.1630 | 1.4086 | 1.1868 |
141
+ | No log | 10.5882 | 180 | 1.2384 | 0.1579 | 1.2384 | 1.1129 |
142
+ | No log | 10.7059 | 182 | 1.2859 | 0.1228 | 1.2859 | 1.1340 |
143
+ | No log | 10.8235 | 184 | 1.5012 | 0.2437 | 1.5012 | 1.2252 |
144
+ | No log | 10.9412 | 186 | 1.5139 | 0.2694 | 1.5139 | 1.2304 |
145
+ | No log | 11.0588 | 188 | 1.4150 | 0.2062 | 1.4150 | 1.1895 |
146
+ | No log | 11.1765 | 190 | 1.2263 | 0.0781 | 1.2263 | 1.1074 |
147
+ | No log | 11.2941 | 192 | 1.1721 | 0.0401 | 1.1721 | 1.0826 |
148
+ | No log | 11.4118 | 194 | 1.2260 | 0.0401 | 1.2260 | 1.1072 |
149
+ | No log | 11.5294 | 196 | 1.3175 | 0.1052 | 1.3175 | 1.1478 |
150
+ | No log | 11.6471 | 198 | 1.4581 | 0.1832 | 1.4581 | 1.2075 |
151
+ | No log | 11.7647 | 200 | 1.6562 | 0.1635 | 1.6562 | 1.2869 |
152
+ | No log | 11.8824 | 202 | 1.6667 | 0.1548 | 1.6667 | 1.2910 |
153
+ | No log | 12.0 | 204 | 1.6903 | 0.0733 | 1.6903 | 1.3001 |
154
+ | No log | 12.1176 | 206 | 1.7801 | 0.1075 | 1.7801 | 1.3342 |
155
+ | No log | 12.2353 | 208 | 1.6606 | 0.1729 | 1.6606 | 1.2887 |
156
+ | No log | 12.3529 | 210 | 1.4356 | 0.1310 | 1.4356 | 1.1982 |
157
+ | No log | 12.4706 | 212 | 1.2895 | 0.0401 | 1.2895 | 1.1356 |
158
+ | No log | 12.5882 | 214 | 1.2159 | 0.0556 | 1.2159 | 1.1027 |
159
+ | No log | 12.7059 | 216 | 1.3015 | 0.1407 | 1.3015 | 1.1409 |
160
+ | No log | 12.8235 | 218 | 1.4769 | 0.1769 | 1.4769 | 1.2153 |
161
+ | No log | 12.9412 | 220 | 1.6701 | 0.1344 | 1.6701 | 1.2923 |
162
+ | No log | 13.0588 | 222 | 1.7238 | 0.2005 | 1.7238 | 1.3129 |
163
+ | No log | 13.1765 | 224 | 1.6111 | 0.2062 | 1.6111 | 1.2693 |
164
+ | No log | 13.2941 | 226 | 1.4191 | 0.1562 | 1.4191 | 1.1913 |
165
+ | No log | 13.4118 | 228 | 1.3272 | 0.1202 | 1.3272 | 1.1521 |
166
+ | No log | 13.5294 | 230 | 1.3933 | 0.1700 | 1.3933 | 1.1804 |
167
+ | No log | 13.6471 | 232 | 1.4272 | 0.1769 | 1.4272 | 1.1947 |
168
+ | No log | 13.7647 | 234 | 1.4810 | 0.1892 | 1.4810 | 1.2170 |
169
+ | No log | 13.8824 | 236 | 1.3777 | 0.1703 | 1.3777 | 1.1737 |
170
+ | No log | 14.0 | 238 | 1.3419 | 0.2004 | 1.3419 | 1.1584 |
171
+ | No log | 14.1176 | 240 | 1.2781 | 0.1835 | 1.2781 | 1.1305 |
172
+ | No log | 14.2353 | 242 | 1.3544 | 0.2004 | 1.3544 | 1.1638 |
173
+ | No log | 14.3529 | 244 | 1.5277 | 0.2221 | 1.5277 | 1.2360 |
174
+ | No log | 14.4706 | 246 | 1.6322 | 0.2317 | 1.6322 | 1.2776 |
175
+ | No log | 14.5882 | 248 | 1.5557 | 0.2062 | 1.5557 | 1.2473 |
176
+ | No log | 14.7059 | 250 | 1.4156 | 0.1228 | 1.4156 | 1.1898 |
177
+ | No log | 14.8235 | 252 | 1.2713 | 0.0556 | 1.2713 | 1.1275 |
178
+ | No log | 14.9412 | 254 | 1.2162 | 0.0710 | 1.2162 | 1.1028 |
179
+ | No log | 15.0588 | 256 | 1.2566 | 0.0556 | 1.2566 | 1.1210 |
180
+ | No log | 15.1765 | 258 | 1.3755 | 0.1052 | 1.3755 | 1.1728 |
181
+ | No log | 15.2941 | 260 | 1.3939 | 0.0510 | 1.3939 | 1.1806 |
182
+ | No log | 15.4118 | 262 | 1.4036 | 0.1142 | 1.4036 | 1.1847 |
183
+ | No log | 15.5294 | 264 | 1.5289 | 0.1943 | 1.5289 | 1.2365 |
184
+ | No log | 15.6471 | 266 | 1.5388 | 0.2482 | 1.5388 | 1.2405 |
185
+ | No log | 15.7647 | 268 | 1.6170 | 0.1807 | 1.6170 | 1.2716 |
186
+ | No log | 15.8824 | 270 | 1.7945 | 0.0892 | 1.7945 | 1.3396 |
187
+ | No log | 16.0 | 272 | 1.7848 | 0.1344 | 1.7848 | 1.3360 |
188
+ | No log | 16.1176 | 274 | 1.5707 | 0.1562 | 1.5707 | 1.2533 |
189
+ | No log | 16.2353 | 276 | 1.4000 | 0.0510 | 1.4000 | 1.1832 |
190
+ | No log | 16.3529 | 278 | 1.3294 | 0.0401 | 1.3294 | 1.1530 |
191
+ | No log | 16.4706 | 280 | 1.2594 | 0.0401 | 1.2594 | 1.1222 |
192
+ | No log | 16.5882 | 282 | 1.2913 | 0.1202 | 1.2913 | 1.1363 |
193
+ | No log | 16.7059 | 284 | 1.4278 | 0.1228 | 1.4278 | 1.1949 |
194
+ | No log | 16.8235 | 286 | 1.6698 | 0.2058 | 1.6698 | 1.2922 |
195
+ | No log | 16.9412 | 288 | 1.7508 | 0.1525 | 1.7508 | 1.3232 |
196
+ | No log | 17.0588 | 290 | 1.6792 | 0.2110 | 1.6792 | 1.2959 |
197
+ | No log | 17.1765 | 292 | 1.5453 | 0.2437 | 1.5453 | 1.2431 |
198
+ | No log | 17.2941 | 294 | 1.4507 | 0.2126 | 1.4507 | 1.2044 |
199
+ | No log | 17.4118 | 296 | 1.3099 | 0.0 | 1.3099 | 1.1445 |
200
+ | No log | 17.5294 | 298 | 1.2884 | 0.0 | 1.2884 | 1.1351 |
201
+ | No log | 17.6471 | 300 | 1.2905 | 0.0 | 1.2905 | 1.1360 |
202
+ | No log | 17.7647 | 302 | 1.2815 | 0.0 | 1.2815 | 1.1320 |
203
+ | No log | 17.8824 | 304 | 1.3225 | 0.0 | 1.3225 | 1.1500 |
204
+ | No log | 18.0 | 306 | 1.4414 | 0.2126 | 1.4414 | 1.2006 |
205
+ | No log | 18.1176 | 308 | 1.6130 | 0.2058 | 1.6130 | 1.2700 |
206
+ | No log | 18.2353 | 310 | 1.6717 | 0.1140 | 1.6717 | 1.2929 |
207
+ | No log | 18.3529 | 312 | 1.8210 | 0.1323 | 1.8210 | 1.3495 |
208
+ | No log | 18.4706 | 314 | 1.7203 | 0.1323 | 1.7203 | 1.3116 |
209
+ | No log | 18.5882 | 316 | 1.4580 | 0.2391 | 1.4580 | 1.2075 |
210
+ | No log | 18.7059 | 318 | 1.3334 | 0.1024 | 1.3334 | 1.1547 |
211
+ | No log | 18.8235 | 320 | 1.4236 | 0.1634 | 1.4236 | 1.1931 |
212
+ | No log | 18.9412 | 322 | 1.4935 | 0.2474 | 1.4935 | 1.2221 |
213
+ | No log | 19.0588 | 324 | 1.5170 | 0.2474 | 1.5170 | 1.2316 |
214
+ | No log | 19.1765 | 326 | 1.5111 | 0.2065 | 1.5111 | 1.2292 |
215
+ | No log | 19.2941 | 328 | 1.5045 | 0.2126 | 1.5045 | 1.2266 |
216
+ | No log | 19.4118 | 330 | 1.5585 | 0.2126 | 1.5585 | 1.2484 |
217
+ | No log | 19.5294 | 332 | 1.5062 | 0.1486 | 1.5062 | 1.2273 |
218
+ | No log | 19.6471 | 334 | 1.4935 | 0.1142 | 1.4935 | 1.2221 |
219
+ | No log | 19.7647 | 336 | 1.4867 | 0.0878 | 1.4867 | 1.2193 |
220
+ | No log | 19.8824 | 338 | 1.4005 | 0.0510 | 1.4005 | 1.1834 |
221
+ | No log | 20.0 | 340 | 1.3361 | 0.0401 | 1.3361 | 1.1559 |
222
+ | No log | 20.1176 | 342 | 1.3090 | 0.0401 | 1.3090 | 1.1441 |
223
+ | No log | 20.2353 | 344 | 1.4213 | 0.1744 | 1.4213 | 1.1922 |
224
+ | No log | 20.3529 | 346 | 1.4968 | 0.2731 | 1.4968 | 1.2234 |
225
+ | No log | 20.4706 | 348 | 1.6010 | 0.2518 | 1.6010 | 1.2653 |
226
+ | No log | 20.5882 | 350 | 1.7172 | 0.1893 | 1.7172 | 1.3104 |
227
+ | No log | 20.7059 | 352 | 1.8887 | 0.1772 | 1.8887 | 1.3743 |
228
+ | No log | 20.8235 | 354 | 1.9277 | 0.1815 | 1.9277 | 1.3884 |
229
+ | No log | 20.9412 | 356 | 1.8766 | 0.1880 | 1.8766 | 1.3699 |
230
+ | No log | 21.0588 | 358 | 1.6474 | 0.1955 | 1.6474 | 1.2835 |
231
+ | No log | 21.1765 | 360 | 1.4019 | 0.2015 | 1.4019 | 1.1840 |
232
+ | No log | 21.2941 | 362 | 1.3020 | 0.0931 | 1.3020 | 1.1411 |
233
+ | No log | 21.4118 | 364 | 1.4082 | 0.2752 | 1.4082 | 1.1867 |
234
+ | No log | 21.5294 | 366 | 1.6080 | 0.2644 | 1.6080 | 1.2681 |
235
+ | No log | 21.6471 | 368 | 1.6065 | 0.2806 | 1.6065 | 1.2675 |
236
+ | No log | 21.7647 | 370 | 1.4566 | 0.2793 | 1.4566 | 1.2069 |
237
+ | No log | 21.8824 | 372 | 1.3507 | 0.2506 | 1.3507 | 1.1622 |
238
+ | No log | 22.0 | 374 | 1.3616 | 0.1407 | 1.3616 | 1.1669 |
239
+ | No log | 22.1176 | 376 | 1.4201 | 0.0970 | 1.4201 | 1.1917 |
240
+ | No log | 22.2353 | 378 | 1.4705 | 0.0970 | 1.4705 | 1.2126 |
241
+ | No log | 22.3529 | 380 | 1.5011 | 0.0970 | 1.5011 | 1.2252 |
242
+ | No log | 22.4706 | 382 | 1.4913 | 0.1880 | 1.4913 | 1.2212 |
243
+ | No log | 22.5882 | 384 | 1.3610 | 0.1407 | 1.3610 | 1.1666 |
244
+ | No log | 22.7059 | 386 | 1.2859 | 0.1142 | 1.2859 | 1.1340 |
245
+ | No log | 22.8235 | 388 | 1.3489 | 0.1744 | 1.3489 | 1.1614 |
246
+ | No log | 22.9412 | 390 | 1.5244 | 0.2424 | 1.5244 | 1.2347 |
247
+ | No log | 23.0588 | 392 | 1.6684 | 0.2653 | 1.6684 | 1.2917 |
248
+ | No log | 23.1765 | 394 | 1.7069 | 0.2653 | 1.7069 | 1.3065 |
249
+ | No log | 23.2941 | 396 | 1.6331 | 0.2474 | 1.6331 | 1.2779 |
250
+ | No log | 23.4118 | 398 | 1.4977 | 0.1744 | 1.4977 | 1.2238 |
251
+ | No log | 23.5294 | 400 | 1.3979 | 0.0781 | 1.3979 | 1.1823 |
252
+ | No log | 23.6471 | 402 | 1.3591 | 0.1552 | 1.3591 | 1.1658 |
253
+ | No log | 23.7647 | 404 | 1.3953 | 0.2555 | 1.3953 | 1.1812 |
254
+ | No log | 23.8824 | 406 | 1.5681 | 0.2611 | 1.5681 | 1.2522 |
255
+ | No log | 24.0 | 408 | 1.6914 | 0.2363 | 1.6914 | 1.3005 |
256
+ | No log | 24.1176 | 410 | 1.6706 | 0.2906 | 1.6706 | 1.2925 |
257
+ | No log | 24.2353 | 412 | 1.5419 | 0.1634 | 1.5419 | 1.2417 |
258
+ | No log | 24.3529 | 414 | 1.3849 | 0.1552 | 1.3849 | 1.1768 |
259
+ | No log | 24.4706 | 416 | 1.3227 | 0.1552 | 1.3227 | 1.1501 |
260
+ | No log | 24.5882 | 418 | 1.3651 | 0.1552 | 1.3651 | 1.1684 |
261
+ | No log | 24.7059 | 420 | 1.5048 | 0.2015 | 1.5048 | 1.2267 |
262
+ | No log | 24.8235 | 422 | 1.6664 | 0.2062 | 1.6664 | 1.2909 |
263
+ | No log | 24.9412 | 424 | 1.7652 | 0.1950 | 1.7652 | 1.3286 |
264
+ | No log | 25.0588 | 426 | 1.7681 | 0.2062 | 1.7681 | 1.3297 |
265
+ | No log | 25.1765 | 428 | 1.7561 | 0.2391 | 1.7561 | 1.3252 |
266
+ | No log | 25.2941 | 430 | 1.6795 | 0.2653 | 1.6795 | 1.2960 |
267
+ | No log | 25.4118 | 432 | 1.5839 | 0.2342 | 1.5839 | 1.2585 |
268
+ | No log | 25.5294 | 434 | 1.5372 | 0.1814 | 1.5372 | 1.2398 |
269
+ | No log | 25.6471 | 436 | 1.5172 | 0.1142 | 1.5172 | 1.2317 |
270
+ | No log | 25.7647 | 438 | 1.5352 | 0.1486 | 1.5352 | 1.2390 |
271
+ | No log | 25.8824 | 440 | 1.5193 | 0.1142 | 1.5193 | 1.2326 |
272
+ | No log | 26.0 | 442 | 1.4771 | 0.1142 | 1.4771 | 1.2154 |
273
+ | No log | 26.1176 | 444 | 1.4575 | 0.1052 | 1.4575 | 1.2073 |
274
+ | No log | 26.2353 | 446 | 1.4544 | 0.1052 | 1.4544 | 1.2060 |
275
+ | No log | 26.3529 | 448 | 1.4995 | 0.0510 | 1.4995 | 1.2246 |
276
+ | No log | 26.4706 | 450 | 1.5472 | 0.0878 | 1.5472 | 1.2439 |
277
+ | No log | 26.5882 | 452 | 1.5856 | 0.1486 | 1.5856 | 1.2592 |
278
+ | No log | 26.7059 | 454 | 1.5794 | 0.1634 | 1.5794 | 1.2567 |
279
+ | No log | 26.8235 | 456 | 1.4910 | 0.1744 | 1.4910 | 1.2211 |
280
+ | No log | 26.9412 | 458 | 1.4981 | 0.2292 | 1.4981 | 1.2240 |
281
+ | No log | 27.0588 | 460 | 1.5214 | 0.2611 | 1.5214 | 1.2335 |
282
+ | No log | 27.1765 | 462 | 1.6813 | 0.2206 | 1.6813 | 1.2966 |
283
+ | No log | 27.2941 | 464 | 1.7428 | 0.2252 | 1.7428 | 1.3202 |
284
+ | No log | 27.4118 | 466 | 1.7078 | 0.2159 | 1.7078 | 1.3068 |
285
+ | No log | 27.5294 | 468 | 1.6739 | 0.1562 | 1.6739 | 1.2938 |
286
+ | No log | 27.6471 | 470 | 1.5866 | 0.0878 | 1.5866 | 1.2596 |
287
+ | No log | 27.7647 | 472 | 1.5118 | 0.1486 | 1.5118 | 1.2296 |
288
+ | No log | 27.8824 | 474 | 1.5036 | 0.1142 | 1.5036 | 1.2262 |
289
+ | No log | 28.0 | 476 | 1.5259 | 0.1486 | 1.5259 | 1.2353 |
290
+ | No log | 28.1176 | 478 | 1.4655 | 0.1744 | 1.4655 | 1.2106 |
291
+ | No log | 28.2353 | 480 | 1.3777 | 0.1142 | 1.3777 | 1.1738 |
292
+ | No log | 28.3529 | 482 | 1.3389 | 0.1142 | 1.3389 | 1.1571 |
293
+ | No log | 28.4706 | 484 | 1.3691 | 0.1142 | 1.3691 | 1.1701 |
294
+ | No log | 28.5882 | 486 | 1.4628 | 0.2126 | 1.4628 | 1.2095 |
295
+ | No log | 28.7059 | 488 | 1.5249 | 0.2184 | 1.5249 | 1.2348 |
296
+ | No log | 28.8235 | 490 | 1.5063 | 0.2184 | 1.5063 | 1.2273 |
297
+ | No log | 28.9412 | 492 | 1.4423 | 0.1228 | 1.4423 | 1.2009 |
298
+ | No log | 29.0588 | 494 | 1.4071 | 0.1228 | 1.4071 | 1.1862 |
299
+ | No log | 29.1765 | 496 | 1.4755 | 0.2474 | 1.4755 | 1.2147 |
300
+ | No log | 29.2941 | 498 | 1.4672 | 0.2474 | 1.4672 | 1.2113 |
301
+ | 0.267 | 29.4118 | 500 | 1.3991 | 0.1814 | 1.3991 | 1.1828 |
302
+ | 0.267 | 29.5294 | 502 | 1.4016 | 0.1744 | 1.4016 | 1.1839 |
303
+ | 0.267 | 29.6471 | 504 | 1.3661 | 0.1744 | 1.3661 | 1.1688 |
304
+ | 0.267 | 29.7647 | 506 | 1.3893 | 0.2424 | 1.3893 | 1.1787 |
305
+ | 0.267 | 29.8824 | 508 | 1.4721 | 0.2424 | 1.4721 | 1.2133 |
306
+ | 0.267 | 30.0 | 510 | 1.4838 | 0.2424 | 1.4838 | 1.2181 |
307
+ | 0.267 | 30.1176 | 512 | 1.6102 | 0.3117 | 1.6102 | 1.2689 |
308
+ | 0.267 | 30.2353 | 514 | 1.6458 | 0.3117 | 1.6458 | 1.2829 |
309
+ | 0.267 | 30.3529 | 516 | 1.5810 | 0.2752 | 1.5810 | 1.2574 |
310
+ | 0.267 | 30.4706 | 518 | 1.4660 | 0.1142 | 1.4660 | 1.2108 |
311
+ | 0.267 | 30.5882 | 520 | 1.3825 | 0.0401 | 1.3825 | 1.1758 |
312
+ | 0.267 | 30.7059 | 522 | 1.3373 | 0.0401 | 1.3373 | 1.1564 |
313
+ | 0.267 | 30.8235 | 524 | 1.2777 | 0.0401 | 1.2777 | 1.1304 |
314
+ | 0.267 | 30.9412 | 526 | 1.3044 | 0.0401 | 1.3044 | 1.1421 |
315
 
316
 
317
  ### Framework versions