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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_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_run1_AugV5_k17_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_run1_AugV5_k17_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: 1.2555
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- - Qwk: 0.0
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- - Mse: 1.2555
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- - Rmse: 1.1205
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  ## Model description
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@@ -49,375 +49,266 @@ 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 | 0.0488 | 2 | 3.9152 | -0.0319 | 3.9152 | 1.9787 |
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- | No log | 0.0976 | 4 | 2.3161 | 0.0372 | 2.3161 | 1.5219 |
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- | No log | 0.1463 | 6 | 2.0454 | 0.0260 | 2.0454 | 1.4302 |
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- | No log | 0.1951 | 8 | 1.6301 | 0.0100 | 1.6301 | 1.2768 |
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- | No log | 0.2439 | 10 | 1.2168 | 0.1091 | 1.2168 | 1.1031 |
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- | No log | 0.2927 | 12 | 1.1692 | 0.1901 | 1.1692 | 1.0813 |
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- | No log | 0.3415 | 14 | 1.2690 | 0.1205 | 1.2690 | 1.1265 |
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- | No log | 0.3902 | 16 | 1.3094 | 0.0613 | 1.3094 | 1.1443 |
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- | No log | 0.4390 | 18 | 1.2486 | 0.0374 | 1.2486 | 1.1174 |
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- | No log | 0.4878 | 20 | 1.1393 | 0.1304 | 1.1393 | 1.0674 |
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- | No log | 0.5366 | 22 | 1.0717 | 0.1167 | 1.0717 | 1.0352 |
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- | No log | 0.5854 | 24 | 1.0785 | 0.0888 | 1.0785 | 1.0385 |
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- | No log | 0.6341 | 26 | 1.1062 | 0.0445 | 1.1062 | 1.0518 |
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- | No log | 0.6829 | 28 | 1.0674 | 0.1203 | 1.0674 | 1.0331 |
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- | No log | 0.7317 | 30 | 0.9890 | 0.1107 | 0.9890 | 0.9945 |
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- | No log | 0.7805 | 32 | 0.9718 | 0.3221 | 0.9718 | 0.9858 |
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- | No log | 0.8293 | 34 | 1.1094 | 0.1576 | 1.1094 | 1.0533 |
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- | No log | 0.8780 | 36 | 1.0090 | 0.2392 | 1.0090 | 1.0045 |
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- | No log | 0.9268 | 38 | 0.9661 | 0.3935 | 0.9661 | 0.9829 |
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- | No log | 0.9756 | 40 | 0.9632 | 0.2834 | 0.9632 | 0.9814 |
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- | No log | 1.0244 | 42 | 1.0046 | 0.2217 | 1.0046 | 1.0023 |
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- | No log | 1.0732 | 44 | 1.0990 | 0.1189 | 1.0990 | 1.0483 |
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- | No log | 1.1220 | 46 | 1.1539 | 0.0761 | 1.1539 | 1.0742 |
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- | No log | 1.1707 | 48 | 1.1020 | 0.0823 | 1.1020 | 1.0498 |
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- | No log | 1.2195 | 50 | 1.0902 | 0.1350 | 1.0902 | 1.0441 |
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- | No log | 1.2683 | 52 | 1.1294 | 0.1003 | 1.1294 | 1.0627 |
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- | No log | 1.3171 | 54 | 1.1120 | 0.2145 | 1.1120 | 1.0545 |
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- | No log | 1.3659 | 56 | 1.0491 | 0.2912 | 1.0491 | 1.0243 |
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- | No log | 1.4146 | 58 | 0.9670 | 0.3048 | 0.9670 | 0.9834 |
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- | No log | 1.4634 | 60 | 0.9772 | 0.1330 | 0.9772 | 0.9885 |
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- | No log | 1.5122 | 62 | 1.0123 | 0.0888 | 1.0123 | 1.0061 |
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- | No log | 1.5610 | 64 | 1.0275 | 0.0888 | 1.0275 | 1.0136 |
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- | No log | 1.6098 | 66 | 1.0126 | 0.0888 | 1.0126 | 1.0063 |
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- | No log | 1.6585 | 68 | 0.9315 | 0.2672 | 0.9315 | 0.9651 |
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- | No log | 1.7073 | 70 | 0.9216 | 0.2895 | 0.9216 | 0.9600 |
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- | No log | 1.7561 | 72 | 1.0374 | 0.2392 | 1.0374 | 1.0186 |
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- | No log | 1.8049 | 74 | 1.0876 | 0.3283 | 1.0876 | 1.0429 |
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- | No log | 1.8537 | 76 | 1.1482 | 0.3283 | 1.1482 | 1.0715 |
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- | No log | 1.9024 | 78 | 1.2706 | 0.2926 | 1.2706 | 1.1272 |
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- | No log | 1.9512 | 80 | 1.4393 | 0.2588 | 1.4393 | 1.1997 |
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- | No log | 2.0 | 82 | 1.6033 | 0.2016 | 1.6033 | 1.2662 |
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- | No log | 2.0488 | 84 | 1.7019 | 0.2026 | 1.7019 | 1.3046 |
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- | No log | 2.0976 | 86 | 1.6748 | 0.1914 | 1.6748 | 1.2941 |
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- | No log | 2.1463 | 88 | 1.5512 | 0.0973 | 1.5512 | 1.2455 |
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- | No log | 2.1951 | 90 | 1.4070 | 0.2149 | 1.4070 | 1.1862 |
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- | No log | 2.2439 | 92 | 1.4138 | 0.1362 | 1.4138 | 1.1890 |
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- | No log | 2.2927 | 94 | 1.4568 | 0.1297 | 1.4568 | 1.2070 |
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- | No log | 2.3415 | 96 | 1.3699 | 0.0976 | 1.3699 | 1.1704 |
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- | No log | 2.3902 | 98 | 1.1940 | 0.1434 | 1.1940 | 1.0927 |
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- | No log | 2.4390 | 100 | 1.0176 | 0.2263 | 1.0176 | 1.0087 |
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- | No log | 2.4878 | 102 | 0.9744 | 0.1857 | 0.9744 | 0.9871 |
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- | No log | 2.5366 | 104 | 0.9973 | 0.1707 | 0.9973 | 0.9986 |
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- | No log | 2.5854 | 106 | 1.0931 | 0.1970 | 1.0931 | 1.0455 |
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- | No log | 2.6341 | 108 | 1.1943 | 0.0571 | 1.1943 | 1.0928 |
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- | No log | 2.6829 | 110 | 1.3025 | -0.0297 | 1.3025 | 1.1413 |
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- | No log | 2.7317 | 112 | 1.3886 | -0.0460 | 1.3886 | 1.1784 |
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- | No log | 2.7805 | 114 | 1.4499 | 0.1194 | 1.4499 | 1.2041 |
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- | No log | 2.8293 | 116 | 1.4871 | 0.2313 | 1.4871 | 1.2195 |
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- | No log | 2.8780 | 118 | 1.5870 | 0.2638 | 1.5870 | 1.2598 |
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- | No log | 2.9268 | 120 | 1.6963 | 0.2252 | 1.6963 | 1.3024 |
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- | No log | 2.9756 | 122 | 1.7233 | 0.1078 | 1.7233 | 1.3128 |
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- | No log | 3.0244 | 124 | 1.6643 | 0.1207 | 1.6643 | 1.2901 |
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- | No log | 3.0732 | 126 | 1.5468 | 0.2004 | 1.5468 | 1.2437 |
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- | No log | 3.1220 | 128 | 1.4340 | 0.1438 | 1.4340 | 1.1975 |
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- | No log | 3.1707 | 130 | 1.4256 | 0.0712 | 1.4256 | 1.1940 |
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- | No log | 3.2195 | 132 | 1.4351 | -0.0541 | 1.4351 | 1.1980 |
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- | No log | 3.2683 | 134 | 1.4572 | -0.0939 | 1.4572 | 1.2072 |
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- | No log | 3.3171 | 136 | 1.4487 | 0.0147 | 1.4487 | 1.2036 |
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- | No log | 3.3659 | 138 | 1.5210 | 0.2752 | 1.5210 | 1.2333 |
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- | No log | 3.4146 | 140 | 1.5554 | 0.2110 | 1.5554 | 1.2472 |
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- | No log | 3.4634 | 142 | 1.5332 | 0.2317 | 1.5332 | 1.2382 |
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- | No log | 3.5122 | 144 | 1.4559 | 0.2437 | 1.4559 | 1.2066 |
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- | No log | 3.5610 | 146 | 1.4092 | 0.2694 | 1.4092 | 1.1871 |
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- | No log | 3.6098 | 148 | 1.4646 | 0.2694 | 1.4646 | 1.2102 |
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- | No log | 3.6585 | 150 | 1.6549 | 0.2644 | 1.6549 | 1.2864 |
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- | No log | 3.7073 | 152 | 1.9520 | 0.2247 | 1.9520 | 1.3971 |
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- | No log | 3.7561 | 154 | 2.0628 | 0.1896 | 2.0628 | 1.4362 |
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- | No log | 3.8049 | 156 | 1.9812 | 0.2127 | 1.9812 | 1.4075 |
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- | No log | 3.8537 | 158 | 1.7117 | 0.2252 | 1.7117 | 1.3083 |
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- | No log | 3.9024 | 160 | 1.4892 | 0.2221 | 1.4892 | 1.2203 |
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- | No log | 3.9512 | 162 | 1.2999 | 0.2424 | 1.2999 | 1.1401 |
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- | No log | 4.0 | 164 | 1.3185 | 0.2709 | 1.3185 | 1.1483 |
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- | No log | 4.0488 | 166 | 1.3895 | 0.2752 | 1.3895 | 1.1788 |
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- | No log | 4.0976 | 168 | 1.5370 | 0.2363 | 1.5370 | 1.2397 |
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- | No log | 4.1463 | 170 | 1.6797 | 0.2448 | 1.6797 | 1.2960 |
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- | No log | 4.1951 | 172 | 1.6799 | 0.2406 | 1.6799 | 1.2961 |
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- | No log | 4.2439 | 174 | 1.6900 | 0.2406 | 1.6900 | 1.3000 |
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- | No log | 4.2927 | 176 | 1.5981 | 0.2869 | 1.5981 | 1.2642 |
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- | No log | 4.3415 | 178 | 1.5248 | 0.2869 | 1.5248 | 1.2348 |
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- | No log | 4.3902 | 180 | 1.5613 | 0.2869 | 1.5613 | 1.2495 |
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- | No log | 4.4390 | 182 | 1.5000 | 0.2869 | 1.5000 | 1.2247 |
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- | No log | 4.4878 | 184 | 1.3547 | 0.2982 | 1.3547 | 1.1639 |
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- | No log | 4.5366 | 186 | 1.1792 | 0.2709 | 1.1792 | 1.0859 |
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- | No log | 4.5854 | 188 | 1.1016 | 0.2795 | 1.1016 | 1.0496 |
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- | No log | 4.6341 | 190 | 1.1794 | 0.2709 | 1.1794 | 1.0860 |
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- | No log | 4.6829 | 192 | 1.3821 | 0.2982 | 1.3821 | 1.1756 |
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- | No log | 4.7317 | 194 | 1.5724 | 0.2832 | 1.5724 | 1.2540 |
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- | No log | 4.7805 | 196 | 1.6845 | 0.2270 | 1.6845 | 1.2979 |
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- | No log | 4.8293 | 198 | 1.6787 | 0.2437 | 1.6787 | 1.2956 |
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- | No log | 4.8780 | 200 | 1.5522 | 0.2522 | 1.5522 | 1.2459 |
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- | No log | 4.9268 | 202 | 1.4268 | 0.2709 | 1.4268 | 1.1945 |
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- | No log | 4.9756 | 204 | 1.2716 | 0.1142 | 1.2716 | 1.1276 |
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- | No log | 5.0244 | 206 | 1.2442 | 0.1142 | 1.2442 | 1.1154 |
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- | No log | 5.0732 | 208 | 1.3147 | 0.2065 | 1.3147 | 1.1466 |
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- | No log | 5.1220 | 210 | 1.4453 | 0.2709 | 1.4453 | 1.2022 |
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- | No log | 5.1707 | 212 | 1.6210 | 0.1832 | 1.6210 | 1.2732 |
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- | No log | 5.2195 | 214 | 1.7052 | 0.1533 | 1.7052 | 1.3059 |
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- | No log | 5.2683 | 216 | 1.6462 | 0.1142 | 1.6462 | 1.2830 |
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- | No log | 5.3171 | 218 | 1.5065 | 0.1562 | 1.5065 | 1.2274 |
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- | No log | 5.3659 | 220 | 1.4007 | 0.1744 | 1.4007 | 1.1835 |
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- | No log | 5.4146 | 222 | 1.3913 | 0.1744 | 1.3913 | 1.1795 |
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- | No log | 5.4634 | 224 | 1.4471 | 0.2065 | 1.4471 | 1.2030 |
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- | No log | 5.5122 | 226 | 1.5510 | 0.2568 | 1.5510 | 1.2454 |
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- | No log | 5.5610 | 228 | 1.5943 | 0.2568 | 1.5943 | 1.2627 |
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- | No log | 5.6098 | 230 | 1.4838 | 0.1880 | 1.4838 | 1.2181 |
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- | No log | 5.6585 | 232 | 1.4146 | 0.1562 | 1.4146 | 1.1894 |
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- | No log | 5.7073 | 234 | 1.4566 | 0.1943 | 1.4566 | 1.2069 |
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- | No log | 5.7561 | 236 | 1.5167 | 0.1943 | 1.5167 | 1.2315 |
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- | No log | 5.8049 | 238 | 1.5548 | 0.1634 | 1.5548 | 1.2469 |
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- | No log | 5.8537 | 240 | 1.6684 | 0.1533 | 1.6684 | 1.2916 |
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- | No log | 5.9024 | 242 | 1.6584 | 0.1533 | 1.6584 | 1.2878 |
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- | No log | 5.9512 | 244 | 1.5861 | 0.2004 | 1.5861 | 1.2594 |
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- | No log | 6.0 | 246 | 1.4069 | 0.2522 | 1.4069 | 1.1861 |
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- | No log | 6.0488 | 248 | 1.2720 | 0.2184 | 1.2720 | 1.1278 |
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- | No log | 6.0976 | 250 | 1.3558 | 0.3018 | 1.3558 | 1.1644 |
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- | No log | 6.1463 | 252 | 1.5856 | 0.2527 | 1.5856 | 1.2592 |
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- | No log | 6.1951 | 254 | 1.7300 | 0.2419 | 1.7300 | 1.3153 |
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- | No log | 6.2439 | 256 | 1.6902 | 0.2565 | 1.6902 | 1.3001 |
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- | No log | 6.2927 | 258 | 1.5507 | 0.2296 | 1.5507 | 1.2453 |
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- | No log | 6.3415 | 260 | 1.5973 | 0.2296 | 1.5973 | 1.2638 |
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- | No log | 6.3902 | 262 | 1.5424 | 0.2363 | 1.5424 | 1.2419 |
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- | No log | 6.4390 | 264 | 1.4240 | 0.2474 | 1.4240 | 1.1933 |
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- | No log | 6.4878 | 266 | 1.3175 | 0.1814 | 1.3175 | 1.1478 |
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- | No log | 6.5366 | 268 | 1.3488 | 0.1814 | 1.3488 | 1.1614 |
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- | No log | 6.5854 | 270 | 1.5003 | 0.2611 | 1.5003 | 1.2249 |
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- | No log | 6.6341 | 272 | 1.6031 | 0.2437 | 1.6031 | 1.2661 |
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- | No log | 6.6829 | 274 | 1.6558 | 0.2110 | 1.6558 | 1.2868 |
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- | No log | 6.7317 | 276 | 1.6055 | 0.2270 | 1.6055 | 1.2671 |
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- | No log | 6.7805 | 278 | 1.4789 | 0.2239 | 1.4789 | 1.2161 |
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- | No log | 6.8293 | 280 | 1.3156 | 0.1142 | 1.3156 | 1.1470 |
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- | No log | 6.8780 | 282 | 1.2161 | 0.1024 | 1.2161 | 1.1028 |
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- | No log | 6.9268 | 284 | 1.2400 | 0.1024 | 1.2400 | 1.1136 |
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- | No log | 6.9756 | 286 | 1.3642 | 0.2424 | 1.3642 | 1.1680 |
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- | No log | 7.0244 | 288 | 1.5265 | 0.2437 | 1.5265 | 1.2355 |
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- | No log | 7.0732 | 290 | 1.7571 | 0.1960 | 1.7571 | 1.3255 |
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- | No log | 7.1220 | 292 | 1.7562 | 0.2007 | 1.7562 | 1.3252 |
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- | No log | 7.1707 | 294 | 1.5822 | 0.2221 | 1.5822 | 1.2579 |
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- | No log | 7.2195 | 296 | 1.4071 | 0.2126 | 1.4071 | 1.1862 |
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- | No log | 7.2683 | 298 | 1.2843 | 0.2065 | 1.2843 | 1.1333 |
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- | No log | 7.3171 | 300 | 1.2712 | 0.1142 | 1.2712 | 1.1275 |
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- | No log | 7.3659 | 302 | 1.3216 | 0.2126 | 1.3216 | 1.1496 |
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- | No log | 7.4146 | 304 | 1.4583 | 0.2709 | 1.4583 | 1.2076 |
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- | No log | 7.4634 | 306 | 1.4586 | 0.2709 | 1.4586 | 1.2077 |
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- | No log | 7.5122 | 308 | 1.3859 | 0.2709 | 1.3859 | 1.1772 |
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- | No log | 7.5610 | 310 | 1.4463 | 0.3086 | 1.4463 | 1.2026 |
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- | No log | 7.6098 | 312 | 1.5145 | 0.3177 | 1.5145 | 1.2307 |
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- | No log | 7.6585 | 314 | 1.6668 | 0.2601 | 1.6668 | 1.2911 |
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- | No log | 7.7073 | 316 | 1.7444 | 0.2103 | 1.7444 | 1.3208 |
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- | No log | 7.7561 | 318 | 1.7862 | 0.1423 | 1.7862 | 1.3365 |
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- | No log | 7.8049 | 320 | 1.6540 | 0.1562 | 1.6540 | 1.2861 |
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- | No log | 7.8537 | 322 | 1.5492 | 0.1703 | 1.5492 | 1.2447 |
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- | No log | 7.9024 | 324 | 1.3296 | 0.3052 | 1.3296 | 1.1531 |
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- | No log | 7.9512 | 326 | 1.1136 | 0.2752 | 1.1136 | 1.0553 |
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- | No log | 8.0 | 328 | 1.0647 | 0.3037 | 1.0647 | 1.0318 |
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- | No log | 8.0488 | 330 | 1.0862 | 0.2987 | 1.0862 | 1.0422 |
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- | No log | 8.0976 | 332 | 1.2727 | 0.3405 | 1.2727 | 1.1282 |
218
- | No log | 8.1463 | 334 | 1.6420 | 0.3149 | 1.6420 | 1.2814 |
219
- | No log | 8.1951 | 336 | 1.9541 | 0.2531 | 1.9541 | 1.3979 |
220
- | No log | 8.2439 | 338 | 1.9778 | 0.2531 | 1.9778 | 1.4064 |
221
- | No log | 8.2927 | 340 | 1.8202 | 0.2564 | 1.8202 | 1.3492 |
222
- | No log | 8.3415 | 342 | 1.6091 | 0.2751 | 1.6091 | 1.2685 |
223
- | No log | 8.3902 | 344 | 1.4502 | 0.2793 | 1.4502 | 1.2042 |
224
- | No log | 8.4390 | 346 | 1.3356 | 0.2709 | 1.3356 | 1.1557 |
225
- | No log | 8.4878 | 348 | 1.3068 | 0.2372 | 1.3068 | 1.1431 |
226
- | No log | 8.5366 | 350 | 1.3499 | 0.2709 | 1.3499 | 1.1619 |
227
- | No log | 8.5854 | 352 | 1.4692 | 0.2793 | 1.4692 | 1.2121 |
228
- | No log | 8.6341 | 354 | 1.5588 | 0.2437 | 1.5588 | 1.2485 |
229
- | No log | 8.6829 | 356 | 1.6919 | 0.2670 | 1.6919 | 1.3007 |
230
- | No log | 8.7317 | 358 | 1.6607 | 0.2296 | 1.6607 | 1.2887 |
231
- | No log | 8.7805 | 360 | 1.5080 | 0.2793 | 1.5080 | 1.2280 |
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- | No log | 8.8293 | 362 | 1.3030 | 0.2372 | 1.3030 | 1.1415 |
233
- | No log | 8.8780 | 364 | 1.2094 | 0.0661 | 1.2094 | 1.0997 |
234
- | No log | 8.9268 | 366 | 1.2089 | 0.1370 | 1.2089 | 1.0995 |
235
- | No log | 8.9756 | 368 | 1.2729 | 0.2015 | 1.2729 | 1.1282 |
236
- | No log | 9.0244 | 370 | 1.4445 | 0.2611 | 1.4445 | 1.2019 |
237
- | No log | 9.0732 | 372 | 1.5228 | 0.2611 | 1.5228 | 1.2340 |
238
- | No log | 9.1220 | 374 | 1.4594 | 0.2611 | 1.4594 | 1.2080 |
239
- | No log | 9.1707 | 376 | 1.3591 | 0.2417 | 1.3591 | 1.1658 |
240
- | No log | 9.2195 | 378 | 1.2819 | 0.2260 | 1.2819 | 1.1322 |
241
- | No log | 9.2683 | 380 | 1.2453 | 0.2260 | 1.2453 | 1.1159 |
242
- | No log | 9.3171 | 382 | 1.2750 | 0.2260 | 1.2750 | 1.1292 |
243
- | No log | 9.3659 | 384 | 1.2998 | 0.1744 | 1.2998 | 1.1401 |
244
- | No log | 9.4146 | 386 | 1.3247 | 0.1142 | 1.3247 | 1.1510 |
245
- | No log | 9.4634 | 388 | 1.3761 | 0.1744 | 1.3761 | 1.1731 |
246
- | No log | 9.5122 | 390 | 1.4517 | 0.2793 | 1.4517 | 1.2049 |
247
- | No log | 9.5610 | 392 | 1.4573 | 0.2793 | 1.4573 | 1.2072 |
248
- | No log | 9.6098 | 394 | 1.3701 | 0.2944 | 1.3701 | 1.1705 |
249
- | No log | 9.6585 | 396 | 1.3264 | 0.2665 | 1.3264 | 1.1517 |
250
- | No log | 9.7073 | 398 | 1.3439 | 0.2665 | 1.3439 | 1.1593 |
251
- | No log | 9.7561 | 400 | 1.4058 | 0.2793 | 1.4058 | 1.1856 |
252
- | No log | 9.8049 | 402 | 1.4416 | 0.2793 | 1.4416 | 1.2007 |
253
- | No log | 9.8537 | 404 | 1.3860 | 0.2793 | 1.3860 | 1.1773 |
254
- | No log | 9.9024 | 406 | 1.3545 | 0.2982 | 1.3545 | 1.1638 |
255
- | No log | 9.9512 | 408 | 1.4232 | 0.2832 | 1.4232 | 1.1930 |
256
- | No log | 10.0 | 410 | 1.4162 | 0.3018 | 1.4162 | 1.1900 |
257
- | No log | 10.0488 | 412 | 1.3943 | 0.3018 | 1.3943 | 1.1808 |
258
- | No log | 10.0976 | 414 | 1.4645 | 0.2940 | 1.4645 | 1.2102 |
259
- | No log | 10.1463 | 416 | 1.6063 | 0.3036 | 1.6063 | 1.2674 |
260
- | No log | 10.1951 | 418 | 1.6054 | 0.2681 | 1.6054 | 1.2671 |
261
- | No log | 10.2439 | 420 | 1.5268 | 0.3205 | 1.5268 | 1.2356 |
262
- | No log | 10.2927 | 422 | 1.3808 | 0.2793 | 1.3808 | 1.1751 |
263
- | No log | 10.3415 | 424 | 1.3613 | 0.2752 | 1.3613 | 1.1668 |
264
- | No log | 10.3902 | 426 | 1.3414 | 0.2752 | 1.3414 | 1.1582 |
265
- | No log | 10.4390 | 428 | 1.3449 | 0.2752 | 1.3449 | 1.1597 |
266
- | No log | 10.4878 | 430 | 1.3252 | 0.2752 | 1.3252 | 1.1512 |
267
- | No log | 10.5366 | 432 | 1.3606 | 0.2752 | 1.3606 | 1.1664 |
268
- | No log | 10.5854 | 434 | 1.3881 | 0.3086 | 1.3881 | 1.1782 |
269
- | No log | 10.6341 | 436 | 1.3690 | 0.2888 | 1.3690 | 1.1700 |
270
- | No log | 10.6829 | 438 | 1.3440 | 0.2851 | 1.3440 | 1.1593 |
271
- | No log | 10.7317 | 440 | 1.4179 | 0.3135 | 1.4179 | 1.1908 |
272
- | No log | 10.7805 | 442 | 1.4726 | 0.3086 | 1.4726 | 1.2135 |
273
- | No log | 10.8293 | 444 | 1.4817 | 0.2832 | 1.4817 | 1.2172 |
274
- | No log | 10.8780 | 446 | 1.4655 | 0.2568 | 1.4655 | 1.2106 |
275
- | No log | 10.9268 | 448 | 1.3809 | 0.2522 | 1.3809 | 1.1751 |
276
- | No log | 10.9756 | 450 | 1.3233 | 0.2065 | 1.3233 | 1.1504 |
277
- | No log | 11.0244 | 452 | 1.2874 | 0.2065 | 1.2874 | 1.1346 |
278
- | No log | 11.0732 | 454 | 1.2889 | 0.2372 | 1.2889 | 1.1353 |
279
- | No log | 11.1220 | 456 | 1.3172 | 0.2709 | 1.3172 | 1.1477 |
280
- | No log | 11.1707 | 458 | 1.3541 | 0.3052 | 1.3541 | 1.1636 |
281
- | No log | 11.2195 | 460 | 1.4339 | 0.2906 | 1.4339 | 1.1974 |
282
- | No log | 11.2683 | 462 | 1.6125 | 0.3284 | 1.6125 | 1.2698 |
283
- | No log | 11.3171 | 464 | 1.7651 | 0.3024 | 1.7651 | 1.3286 |
284
- | No log | 11.3659 | 466 | 1.7011 | 0.3309 | 1.7011 | 1.3043 |
285
- | No log | 11.4146 | 468 | 1.5460 | 0.2694 | 1.5460 | 1.2434 |
286
- | No log | 11.4634 | 470 | 1.3727 | 0.1744 | 1.3727 | 1.1716 |
287
- | No log | 11.5122 | 472 | 1.2672 | 0.0401 | 1.2672 | 1.1257 |
288
- | No log | 11.5610 | 474 | 1.1885 | 0.0 | 1.1885 | 1.0902 |
289
- | No log | 11.6098 | 476 | 1.1744 | 0.0278 | 1.1744 | 1.0837 |
290
- | No log | 11.6585 | 478 | 1.2303 | 0.0401 | 1.2303 | 1.1092 |
291
- | No log | 11.7073 | 480 | 1.3392 | 0.0781 | 1.3392 | 1.1573 |
292
- | No log | 11.7561 | 482 | 1.4992 | 0.1562 | 1.4992 | 1.2244 |
293
- | No log | 11.8049 | 484 | 1.6417 | 0.2522 | 1.6417 | 1.2813 |
294
- | No log | 11.8537 | 486 | 1.7895 | 0.1955 | 1.7895 | 1.3377 |
295
- | No log | 11.9024 | 488 | 1.8060 | 0.1607 | 1.8060 | 1.3439 |
296
- | No log | 11.9512 | 490 | 1.7760 | 0.2270 | 1.7760 | 1.3327 |
297
- | No log | 12.0 | 492 | 1.6444 | 0.2342 | 1.6444 | 1.2823 |
298
- | No log | 12.0488 | 494 | 1.4505 | 0.0401 | 1.4505 | 1.2044 |
299
- | No log | 12.0976 | 496 | 1.3335 | 0.0 | 1.3335 | 1.1548 |
300
- | No log | 12.1463 | 498 | 1.2947 | 0.0 | 1.2947 | 1.1379 |
301
- | 0.3078 | 12.1951 | 500 | 1.2919 | 0.0 | 1.2919 | 1.1366 |
302
- | 0.3078 | 12.2439 | 502 | 1.3293 | 0.0781 | 1.3293 | 1.1529 |
303
- | 0.3078 | 12.2927 | 504 | 1.4326 | 0.2952 | 1.4326 | 1.1969 |
304
- | 0.3078 | 12.3415 | 506 | 1.5572 | 0.3170 | 1.5572 | 1.2479 |
305
- | 0.3078 | 12.3902 | 508 | 1.5341 | 0.3274 | 1.5341 | 1.2386 |
306
- | 0.3078 | 12.4390 | 510 | 1.3366 | 0.3437 | 1.3366 | 1.1561 |
307
- | 0.3078 | 12.4878 | 512 | 1.2099 | 0.2691 | 1.2099 | 1.1000 |
308
- | 0.3078 | 12.5366 | 514 | 1.3156 | 0.3372 | 1.3156 | 1.1470 |
309
- | 0.3078 | 12.5854 | 516 | 1.4580 | 0.3381 | 1.4580 | 1.2075 |
310
- | 0.3078 | 12.6341 | 518 | 1.5056 | 0.3177 | 1.5056 | 1.2270 |
311
- | 0.3078 | 12.6829 | 520 | 1.4354 | 0.3086 | 1.4354 | 1.1981 |
312
- | 0.3078 | 12.7317 | 522 | 1.2976 | 0.1880 | 1.2976 | 1.1391 |
313
- | 0.3078 | 12.7805 | 524 | 1.2266 | 0.1113 | 1.2266 | 1.1075 |
314
- | 0.3078 | 12.8293 | 526 | 1.1944 | 0.0760 | 1.1944 | 1.0929 |
315
- | 0.3078 | 12.8780 | 528 | 1.2654 | 0.1449 | 1.2654 | 1.1249 |
316
- | 0.3078 | 12.9268 | 530 | 1.4202 | 0.3117 | 1.4202 | 1.1917 |
317
- | 0.3078 | 12.9756 | 532 | 1.4695 | 0.3117 | 1.4695 | 1.2122 |
318
- | 0.3078 | 13.0244 | 534 | 1.4543 | 0.2793 | 1.4543 | 1.2059 |
319
- | 0.3078 | 13.0732 | 536 | 1.5292 | 0.3086 | 1.5292 | 1.2366 |
320
- | 0.3078 | 13.1220 | 538 | 1.6006 | 0.3205 | 1.6006 | 1.2651 |
321
- | 0.3078 | 13.1707 | 540 | 1.5279 | 0.2869 | 1.5279 | 1.2361 |
322
- | 0.3078 | 13.2195 | 542 | 1.3906 | 0.2793 | 1.3906 | 1.1793 |
323
- | 0.3078 | 13.2683 | 544 | 1.3420 | 0.2239 | 1.3420 | 1.1584 |
324
- | 0.3078 | 13.3171 | 546 | 1.4038 | 0.3329 | 1.4038 | 1.1848 |
325
- | 0.3078 | 13.3659 | 548 | 1.4545 | 0.3405 | 1.4545 | 1.2060 |
326
- | 0.3078 | 13.4146 | 550 | 1.4526 | 0.3259 | 1.4526 | 1.2053 |
327
- | 0.3078 | 13.4634 | 552 | 1.4656 | 0.3259 | 1.4656 | 1.2106 |
328
- | 0.3078 | 13.5122 | 554 | 1.4653 | 0.3259 | 1.4653 | 1.2105 |
329
- | 0.3078 | 13.5610 | 556 | 1.4605 | 0.2906 | 1.4605 | 1.2085 |
330
- | 0.3078 | 13.6098 | 558 | 1.4500 | 0.3066 | 1.4500 | 1.2042 |
331
- | 0.3078 | 13.6585 | 560 | 1.4016 | 0.3329 | 1.4016 | 1.1839 |
332
- | 0.3078 | 13.7073 | 562 | 1.3976 | 0.3052 | 1.3976 | 1.1822 |
333
- | 0.3078 | 13.7561 | 564 | 1.3801 | 0.2709 | 1.3801 | 1.1748 |
334
- | 0.3078 | 13.8049 | 566 | 1.3511 | 0.2372 | 1.3511 | 1.1624 |
335
- | 0.3078 | 13.8537 | 568 | 1.3463 | 0.2372 | 1.3463 | 1.1603 |
336
- | 0.3078 | 13.9024 | 570 | 1.3467 | 0.2065 | 1.3467 | 1.1605 |
337
- | 0.3078 | 13.9512 | 572 | 1.3312 | 0.1744 | 1.3312 | 1.1538 |
338
- | 0.3078 | 14.0 | 574 | 1.3787 | 0.2372 | 1.3787 | 1.1742 |
339
- | 0.3078 | 14.0488 | 576 | 1.4600 | 0.2752 | 1.4600 | 1.2083 |
340
- | 0.3078 | 14.0976 | 578 | 1.5033 | 0.2611 | 1.5033 | 1.2261 |
341
- | 0.3078 | 14.1463 | 580 | 1.4471 | 0.2793 | 1.4471 | 1.2029 |
342
- | 0.3078 | 14.1951 | 582 | 1.3276 | 0.2709 | 1.3276 | 1.1522 |
343
- | 0.3078 | 14.2439 | 584 | 1.2399 | 0.2709 | 1.2399 | 1.1135 |
344
- | 0.3078 | 14.2927 | 586 | 1.2598 | 0.2709 | 1.2598 | 1.1224 |
345
- | 0.3078 | 14.3415 | 588 | 1.2733 | 0.2709 | 1.2733 | 1.1284 |
346
- | 0.3078 | 14.3902 | 590 | 1.2333 | 0.2709 | 1.2333 | 1.1106 |
347
- | 0.3078 | 14.4390 | 592 | 1.2143 | 0.2709 | 1.2143 | 1.1019 |
348
- | 0.3078 | 14.4878 | 594 | 1.2574 | 0.2522 | 1.2574 | 1.1213 |
349
- | 0.3078 | 14.5366 | 596 | 1.3507 | 0.2869 | 1.3507 | 1.1622 |
350
- | 0.3078 | 14.5854 | 598 | 1.3893 | 0.2869 | 1.3893 | 1.1787 |
351
- | 0.3078 | 14.6341 | 600 | 1.4347 | 0.2974 | 1.4347 | 1.1978 |
352
- | 0.3078 | 14.6829 | 602 | 1.4100 | 0.2974 | 1.4100 | 1.1875 |
353
- | 0.3078 | 14.7317 | 604 | 1.3964 | 0.2974 | 1.3964 | 1.1817 |
354
- | 0.3078 | 14.7805 | 606 | 1.4486 | 0.3036 | 1.4486 | 1.2036 |
355
- | 0.3078 | 14.8293 | 608 | 1.4749 | 0.3309 | 1.4749 | 1.2144 |
356
- | 0.3078 | 14.8780 | 610 | 1.5289 | 0.2967 | 1.5289 | 1.2365 |
357
- | 0.3078 | 14.9268 | 612 | 1.5159 | 0.2967 | 1.5159 | 1.2312 |
358
- | 0.3078 | 14.9756 | 614 | 1.3920 | 0.2906 | 1.3920 | 1.1798 |
359
- | 0.3078 | 15.0244 | 616 | 1.2417 | 0.2065 | 1.2417 | 1.1143 |
360
- | 0.3078 | 15.0732 | 618 | 1.1540 | 0.0781 | 1.1540 | 1.0742 |
361
- | 0.3078 | 15.1220 | 620 | 1.1586 | 0.0781 | 1.1586 | 1.0764 |
362
- | 0.3078 | 15.1707 | 622 | 1.2341 | 0.1142 | 1.2341 | 1.1109 |
363
- | 0.3078 | 15.2195 | 624 | 1.3723 | 0.2709 | 1.3723 | 1.1715 |
364
- | 0.3078 | 15.2683 | 626 | 1.4298 | 0.2752 | 1.4298 | 1.1957 |
365
- | 0.3078 | 15.3171 | 628 | 1.4421 | 0.2568 | 1.4421 | 1.2009 |
366
- | 0.3078 | 15.3659 | 630 | 1.4263 | 0.2474 | 1.4263 | 1.1943 |
367
- | 0.3078 | 15.4146 | 632 | 1.3639 | 0.1142 | 1.3639 | 1.1678 |
368
- | 0.3078 | 15.4634 | 634 | 1.3107 | 0.1142 | 1.3107 | 1.1449 |
369
- | 0.3078 | 15.5122 | 636 | 1.3034 | 0.1142 | 1.3034 | 1.1417 |
370
- | 0.3078 | 15.5610 | 638 | 1.3596 | 0.1744 | 1.3596 | 1.1660 |
371
- | 0.3078 | 15.6098 | 640 | 1.4341 | 0.2474 | 1.4341 | 1.1975 |
372
- | 0.3078 | 15.6585 | 642 | 1.4835 | 0.2793 | 1.4835 | 1.2180 |
373
- | 0.3078 | 15.7073 | 644 | 1.4688 | 0.2522 | 1.4688 | 1.2120 |
374
- | 0.3078 | 15.7561 | 646 | 1.4047 | 0.1142 | 1.4047 | 1.1852 |
375
- | 0.3078 | 15.8049 | 648 | 1.3926 | 0.1142 | 1.3926 | 1.1801 |
376
- | 0.3078 | 15.8537 | 650 | 1.3844 | 0.1142 | 1.3844 | 1.1766 |
377
- | 0.3078 | 15.9024 | 652 | 1.3580 | 0.1142 | 1.3580 | 1.1653 |
378
- | 0.3078 | 15.9512 | 654 | 1.3494 | 0.1142 | 1.3494 | 1.1616 |
379
- | 0.3078 | 16.0 | 656 | 1.3601 | 0.1142 | 1.3601 | 1.1662 |
380
- | 0.3078 | 16.0488 | 658 | 1.3663 | 0.1142 | 1.3663 | 1.1689 |
381
- | 0.3078 | 16.0976 | 660 | 1.3445 | 0.1142 | 1.3445 | 1.1595 |
382
- | 0.3078 | 16.1463 | 662 | 1.3117 | 0.1142 | 1.3117 | 1.1453 |
383
- | 0.3078 | 16.1951 | 664 | 1.3200 | 0.1486 | 1.3200 | 1.1489 |
384
- | 0.3078 | 16.2439 | 666 | 1.2867 | 0.1486 | 1.2867 | 1.1343 |
385
- | 0.3078 | 16.2927 | 668 | 1.2702 | 0.1024 | 1.2702 | 1.1270 |
386
- | 0.3078 | 16.3415 | 670 | 1.3206 | 0.1486 | 1.3206 | 1.1492 |
387
- | 0.3078 | 16.3902 | 672 | 1.3862 | 0.2709 | 1.3862 | 1.1774 |
388
- | 0.3078 | 16.4390 | 674 | 1.4457 | 0.2752 | 1.4457 | 1.2024 |
389
- | 0.3078 | 16.4878 | 676 | 1.4260 | 0.2752 | 1.4260 | 1.1941 |
390
- | 0.3078 | 16.5366 | 678 | 1.3876 | 0.2752 | 1.3876 | 1.1780 |
391
- | 0.3078 | 16.5854 | 680 | 1.4008 | 0.2752 | 1.4008 | 1.1835 |
392
- | 0.3078 | 16.6341 | 682 | 1.3887 | 0.2752 | 1.3887 | 1.1784 |
393
- | 0.3078 | 16.6829 | 684 | 1.4325 | 0.2522 | 1.4325 | 1.1969 |
394
- | 0.3078 | 16.7317 | 686 | 1.4964 | 0.2832 | 1.4964 | 1.2233 |
395
- | 0.3078 | 16.7805 | 688 | 1.4854 | 0.2239 | 1.4854 | 1.2188 |
396
- | 0.3078 | 16.8293 | 690 | 1.4400 | 0.0970 | 1.4400 | 1.2000 |
397
- | 0.3078 | 16.8780 | 692 | 1.3561 | 0.1142 | 1.3561 | 1.1645 |
398
- | 0.3078 | 16.9268 | 694 | 1.2815 | 0.1142 | 1.2815 | 1.1320 |
399
- | 0.3078 | 16.9756 | 696 | 1.2538 | 0.1024 | 1.2538 | 1.1197 |
400
- | 0.3078 | 17.0244 | 698 | 1.2644 | 0.1024 | 1.2644 | 1.1245 |
401
- | 0.3078 | 17.0732 | 700 | 1.3014 | 0.2260 | 1.3014 | 1.1408 |
402
- | 0.3078 | 17.1220 | 702 | 1.3830 | 0.2752 | 1.3830 | 1.1760 |
403
- | 0.3078 | 17.1707 | 704 | 1.4177 | 0.2568 | 1.4177 | 1.1907 |
404
- | 0.3078 | 17.2195 | 706 | 1.4474 | 0.2292 | 1.4474 | 1.2031 |
405
- | 0.3078 | 17.2683 | 708 | 1.4498 | 0.2292 | 1.4498 | 1.2041 |
406
- | 0.3078 | 17.3171 | 710 | 1.4057 | 0.1703 | 1.4057 | 1.1856 |
407
- | 0.3078 | 17.3659 | 712 | 1.3341 | 0.1486 | 1.3341 | 1.1550 |
408
- | 0.3078 | 17.4146 | 714 | 1.2877 | 0.1142 | 1.2877 | 1.1348 |
409
- | 0.3078 | 17.4634 | 716 | 1.2726 | 0.1228 | 1.2726 | 1.1281 |
410
- | 0.3078 | 17.5122 | 718 | 1.2935 | 0.1634 | 1.2935 | 1.1373 |
411
- | 0.3078 | 17.5610 | 720 | 1.3555 | 0.2694 | 1.3555 | 1.1643 |
412
- | 0.3078 | 17.6098 | 722 | 1.4785 | 0.2874 | 1.4785 | 1.2159 |
413
- | 0.3078 | 17.6585 | 724 | 1.5665 | 0.3429 | 1.5665 | 1.2516 |
414
- | 0.3078 | 17.7073 | 726 | 1.5619 | 0.3117 | 1.5619 | 1.2498 |
415
- | 0.3078 | 17.7561 | 728 | 1.4781 | 0.2424 | 1.4781 | 1.2158 |
416
- | 0.3078 | 17.8049 | 730 | 1.3733 | 0.0 | 1.3733 | 1.1719 |
417
- | 0.3078 | 17.8537 | 732 | 1.3069 | 0.0 | 1.3069 | 1.1432 |
418
- | 0.3078 | 17.9024 | 734 | 1.2920 | 0.0 | 1.2920 | 1.1366 |
419
- | 0.3078 | 17.9512 | 736 | 1.2731 | 0.0 | 1.2731 | 1.1283 |
420
- | 0.3078 | 18.0 | 738 | 1.2555 | 0.0 | 1.2555 | 1.1205 |
421
 
422
 
423
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_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_run1_AugV5_k18_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: 1.2923
19
+ - Qwk: 0.0401
20
+ - Mse: 1.2923
21
+ - Rmse: 1.1368
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0465 | 2 | 4.0158 | 0.0034 | 4.0158 | 2.0039 |
53
+ | No log | 0.0930 | 4 | 2.2748 | 0.0271 | 2.2748 | 1.5083 |
54
+ | No log | 0.1395 | 6 | 1.6688 | 0.0329 | 1.6688 | 1.2918 |
55
+ | No log | 0.1860 | 8 | 1.2346 | 0.0967 | 1.2346 | 1.1111 |
56
+ | No log | 0.2326 | 10 | 1.1925 | 0.0731 | 1.1925 | 1.0920 |
57
+ | No log | 0.2791 | 12 | 1.1109 | 0.2150 | 1.1109 | 1.0540 |
58
+ | No log | 0.3256 | 14 | 1.0932 | 0.1884 | 1.0932 | 1.0456 |
59
+ | No log | 0.3721 | 16 | 1.2148 | 0.0380 | 1.2148 | 1.1022 |
60
+ | No log | 0.4186 | 18 | 1.2750 | 0.0 | 1.2750 | 1.1292 |
61
+ | No log | 0.4651 | 20 | 1.1496 | 0.0760 | 1.1496 | 1.0722 |
62
+ | No log | 0.5116 | 22 | 1.1357 | 0.1379 | 1.1357 | 1.0657 |
63
+ | No log | 0.5581 | 24 | 1.1803 | 0.1333 | 1.1803 | 1.0864 |
64
+ | No log | 0.6047 | 26 | 1.1167 | 0.1981 | 1.1167 | 1.0568 |
65
+ | No log | 0.6512 | 28 | 1.1559 | 0.0445 | 1.1559 | 1.0751 |
66
+ | No log | 0.6977 | 30 | 1.2187 | 0.0445 | 1.2187 | 1.1039 |
67
+ | No log | 0.7442 | 32 | 1.2232 | 0.0445 | 1.2232 | 1.1060 |
68
+ | No log | 0.7907 | 34 | 1.1709 | 0.1643 | 1.1709 | 1.0821 |
69
+ | No log | 0.8372 | 36 | 1.1800 | 0.0792 | 1.1800 | 1.0863 |
70
+ | No log | 0.8837 | 38 | 1.3732 | -0.0296 | 1.3732 | 1.1718 |
71
+ | No log | 0.9302 | 40 | 1.6117 | 0.0143 | 1.6117 | 1.2695 |
72
+ | No log | 0.9767 | 42 | 1.7119 | 0.0143 | 1.7119 | 1.3084 |
73
+ | No log | 1.0233 | 44 | 1.5533 | 0.0 | 1.5533 | 1.2463 |
74
+ | No log | 1.0698 | 46 | 1.4371 | -0.0148 | 1.4371 | 1.1988 |
75
+ | No log | 1.1163 | 48 | 1.1990 | 0.0701 | 1.1990 | 1.0950 |
76
+ | No log | 1.1628 | 50 | 1.0921 | 0.2239 | 1.0921 | 1.0450 |
77
+ | No log | 1.2093 | 52 | 1.2033 | 0.0102 | 1.2033 | 1.0969 |
78
+ | No log | 1.2558 | 54 | 1.2896 | -0.1560 | 1.2896 | 1.1356 |
79
+ | No log | 1.3023 | 56 | 1.4626 | -0.0326 | 1.4626 | 1.2094 |
80
+ | No log | 1.3488 | 58 | 1.3772 | -0.0022 | 1.3772 | 1.1735 |
81
+ | No log | 1.3953 | 60 | 1.2187 | 0.1361 | 1.2187 | 1.1040 |
82
+ | No log | 1.4419 | 62 | 1.2426 | 0.0374 | 1.2426 | 1.1147 |
83
+ | No log | 1.4884 | 64 | 1.2838 | 0.0999 | 1.2838 | 1.1330 |
84
+ | No log | 1.5349 | 66 | 1.2161 | 0.0700 | 1.2161 | 1.1028 |
85
+ | No log | 1.5814 | 68 | 1.1278 | 0.2692 | 1.1278 | 1.0620 |
86
+ | No log | 1.6279 | 70 | 1.1283 | 0.1725 | 1.1283 | 1.0622 |
87
+ | No log | 1.6744 | 72 | 1.0934 | 0.2366 | 1.0934 | 1.0456 |
88
+ | No log | 1.7209 | 74 | 1.0742 | 0.1783 | 1.0742 | 1.0364 |
89
+ | No log | 1.7674 | 76 | 1.1561 | 0.1389 | 1.1561 | 1.0752 |
90
+ | No log | 1.8140 | 78 | 1.4370 | -0.0641 | 1.4370 | 1.1988 |
91
+ | No log | 1.8605 | 80 | 1.4812 | -0.0641 | 1.4812 | 1.2170 |
92
+ | No log | 1.9070 | 82 | 1.4368 | -0.0641 | 1.4368 | 1.1987 |
93
+ | No log | 1.9535 | 84 | 1.2691 | -0.0091 | 1.2691 | 1.1266 |
94
+ | No log | 2.0 | 86 | 1.2183 | 0.0542 | 1.2183 | 1.1038 |
95
+ | No log | 2.0465 | 88 | 1.2777 | 0.0188 | 1.2777 | 1.1304 |
96
+ | No log | 2.0930 | 90 | 1.4962 | -0.1067 | 1.4962 | 1.2232 |
97
+ | No log | 2.1395 | 92 | 1.5525 | -0.0747 | 1.5525 | 1.2460 |
98
+ | No log | 2.1860 | 94 | 1.3421 | 0.0587 | 1.3421 | 1.1585 |
99
+ | No log | 2.2326 | 96 | 1.1766 | 0.0164 | 1.1766 | 1.0847 |
100
+ | No log | 2.2791 | 98 | 1.1748 | 0.0164 | 1.1748 | 1.0839 |
101
+ | No log | 2.3256 | 100 | 1.3959 | 0.0464 | 1.3959 | 1.1815 |
102
+ | No log | 2.3721 | 102 | 1.7946 | -0.1843 | 1.7946 | 1.3396 |
103
+ | No log | 2.4186 | 104 | 1.9849 | -0.3093 | 1.9849 | 1.4089 |
104
+ | No log | 2.4651 | 106 | 1.9655 | -0.1443 | 1.9655 | 1.4020 |
105
+ | No log | 2.5116 | 108 | 1.7718 | -0.0788 | 1.7718 | 1.3311 |
106
+ | No log | 2.5581 | 110 | 1.5685 | -0.0167 | 1.5685 | 1.2524 |
107
+ | No log | 2.6047 | 112 | 1.6681 | -0.0688 | 1.6681 | 1.2915 |
108
+ | No log | 2.6512 | 114 | 1.8767 | -0.1179 | 1.8767 | 1.3699 |
109
+ | No log | 2.6977 | 116 | 2.0265 | -0.1122 | 2.0265 | 1.4235 |
110
+ | No log | 2.7442 | 118 | 2.0327 | -0.1111 | 2.0327 | 1.4257 |
111
+ | No log | 2.7907 | 120 | 2.0567 | -0.1154 | 2.0567 | 1.4341 |
112
+ | No log | 2.8372 | 122 | 1.8256 | -0.0655 | 1.8256 | 1.3511 |
113
+ | No log | 2.8837 | 124 | 1.5249 | -0.0735 | 1.5249 | 1.2349 |
114
+ | No log | 2.9302 | 126 | 1.7056 | -0.1078 | 1.7056 | 1.3060 |
115
+ | No log | 2.9767 | 128 | 2.0800 | -0.2156 | 2.0800 | 1.4422 |
116
+ | No log | 3.0233 | 130 | 2.3606 | -0.2661 | 2.3606 | 1.5364 |
117
+ | No log | 3.0698 | 132 | 2.2817 | -0.1571 | 2.2817 | 1.5105 |
118
+ | No log | 3.1163 | 134 | 2.0214 | -0.1658 | 2.0214 | 1.4218 |
119
+ | No log | 3.1628 | 136 | 1.9381 | -0.1254 | 1.9381 | 1.3922 |
120
+ | No log | 3.2093 | 138 | 1.8794 | -0.0892 | 1.8794 | 1.3709 |
121
+ | No log | 3.2558 | 140 | 1.8790 | -0.0849 | 1.8790 | 1.3708 |
122
+ | No log | 3.3023 | 142 | 1.7652 | -0.0762 | 1.7652 | 1.3286 |
123
+ | No log | 3.3488 | 144 | 1.5875 | 0.0294 | 1.5875 | 1.2600 |
124
+ | No log | 3.3953 | 146 | 1.5859 | 0.0294 | 1.5859 | 1.2593 |
125
+ | No log | 3.4419 | 148 | 1.6412 | 0.0279 | 1.6412 | 1.2811 |
126
+ | No log | 3.4884 | 150 | 1.7297 | -0.0267 | 1.7297 | 1.3152 |
127
+ | No log | 3.5349 | 152 | 1.7574 | -0.0757 | 1.7574 | 1.3257 |
128
+ | No log | 3.5814 | 154 | 1.7627 | -0.0397 | 1.7627 | 1.3277 |
129
+ | No log | 3.6279 | 156 | 1.7590 | -0.0508 | 1.7590 | 1.3263 |
130
+ | No log | 3.6744 | 158 | 1.7226 | -0.0709 | 1.7226 | 1.3125 |
131
+ | No log | 3.7209 | 160 | 1.7571 | -0.0514 | 1.7571 | 1.3255 |
132
+ | No log | 3.7674 | 162 | 1.8651 | 0.0726 | 1.8651 | 1.3657 |
133
+ | No log | 3.8140 | 164 | 1.9178 | 0.0402 | 1.9178 | 1.3848 |
134
+ | No log | 3.8605 | 166 | 1.8295 | 0.0400 | 1.8295 | 1.3526 |
135
+ | No log | 3.9070 | 168 | 1.8388 | 0.0562 | 1.8388 | 1.3560 |
136
+ | No log | 3.9535 | 170 | 1.8312 | 0.1342 | 1.8312 | 1.3532 |
137
+ | No log | 4.0 | 172 | 1.6488 | 0.2105 | 1.6488 | 1.2841 |
138
+ | No log | 4.0465 | 174 | 1.5039 | 0.1282 | 1.5039 | 1.2263 |
139
+ | No log | 4.0930 | 176 | 1.4472 | 0.1198 | 1.4472 | 1.2030 |
140
+ | No log | 4.1395 | 178 | 1.4438 | 0.0270 | 1.4438 | 1.2016 |
141
+ | No log | 4.1860 | 180 | 1.5245 | 0.0809 | 1.5245 | 1.2347 |
142
+ | No log | 4.2326 | 182 | 1.7945 | 0.1525 | 1.7945 | 1.3396 |
143
+ | No log | 4.2791 | 184 | 1.8868 | 0.2098 | 1.8868 | 1.3736 |
144
+ | No log | 4.3256 | 186 | 1.7519 | 0.1663 | 1.7519 | 1.3236 |
145
+ | No log | 4.3721 | 188 | 1.5123 | 0.2342 | 1.5123 | 1.2298 |
146
+ | No log | 4.4186 | 190 | 1.4055 | 0.0946 | 1.4055 | 1.1855 |
147
+ | No log | 4.4651 | 192 | 1.4700 | 0.1911 | 1.4700 | 1.2124 |
148
+ | No log | 4.5116 | 194 | 1.4920 | 0.1423 | 1.4920 | 1.2215 |
149
+ | No log | 4.5581 | 196 | 1.4560 | 0.1423 | 1.4560 | 1.2067 |
150
+ | No log | 4.6047 | 198 | 1.3958 | 0.0602 | 1.3958 | 1.1815 |
151
+ | No log | 4.6512 | 200 | 1.3918 | 0.1110 | 1.3918 | 1.1797 |
152
+ | No log | 4.6977 | 202 | 1.4725 | 0.1110 | 1.4725 | 1.2135 |
153
+ | No log | 4.7442 | 204 | 1.5527 | 0.1423 | 1.5527 | 1.2461 |
154
+ | No log | 4.7907 | 206 | 1.5577 | 0.1027 | 1.5577 | 1.2481 |
155
+ | No log | 4.8372 | 208 | 1.5542 | 0.1027 | 1.5542 | 1.2467 |
156
+ | No log | 4.8837 | 210 | 1.5371 | 0.1423 | 1.5371 | 1.2398 |
157
+ | No log | 4.9302 | 212 | 1.4930 | 0.1904 | 1.4930 | 1.2219 |
158
+ | No log | 4.9767 | 214 | 1.3998 | 0.1943 | 1.3998 | 1.1831 |
159
+ | No log | 5.0233 | 216 | 1.3669 | 0.2126 | 1.3669 | 1.1692 |
160
+ | No log | 5.0698 | 218 | 1.4563 | 0.2239 | 1.4563 | 1.2068 |
161
+ | No log | 5.1163 | 220 | 1.4184 | 0.2203 | 1.4184 | 1.1910 |
162
+ | No log | 5.1628 | 222 | 1.4032 | 0.2203 | 1.4032 | 1.1846 |
163
+ | No log | 5.2093 | 224 | 1.4234 | 0.1886 | 1.4234 | 1.1931 |
164
+ | No log | 5.2558 | 226 | 1.5342 | 0.2062 | 1.5342 | 1.2386 |
165
+ | No log | 5.3023 | 228 | 1.7152 | 0.2058 | 1.7152 | 1.3096 |
166
+ | No log | 5.3488 | 230 | 1.7465 | 0.2159 | 1.7465 | 1.3216 |
167
+ | No log | 5.3953 | 232 | 1.7388 | 0.1847 | 1.7388 | 1.3186 |
168
+ | No log | 5.4419 | 234 | 1.7177 | 0.2037 | 1.7177 | 1.3106 |
169
+ | No log | 5.4884 | 236 | 1.5929 | 0.1461 | 1.5929 | 1.2621 |
170
+ | No log | 5.5349 | 238 | 1.5233 | 0.1911 | 1.5233 | 1.2342 |
171
+ | No log | 5.5814 | 240 | 1.3727 | 0.1052 | 1.3727 | 1.1716 |
172
+ | No log | 5.6279 | 242 | 1.2763 | 0.1052 | 1.2763 | 1.1297 |
173
+ | No log | 5.6744 | 244 | 1.2254 | 0.0401 | 1.2254 | 1.1070 |
174
+ | No log | 5.7209 | 246 | 1.2271 | 0.0401 | 1.2271 | 1.1077 |
175
+ | No log | 5.7674 | 248 | 1.2152 | 0.0401 | 1.2152 | 1.1024 |
176
+ | No log | 5.8140 | 250 | 1.1823 | 0.0556 | 1.1823 | 1.0873 |
177
+ | No log | 5.8605 | 252 | 1.2305 | 0.0 | 1.2305 | 1.1093 |
178
+ | No log | 5.9070 | 254 | 1.3563 | 0.0401 | 1.3563 | 1.1646 |
179
+ | No log | 5.9535 | 256 | 1.5399 | 0.1880 | 1.5399 | 1.2409 |
180
+ | No log | 6.0 | 258 | 1.5874 | 0.2315 | 1.5874 | 1.2599 |
181
+ | No log | 6.0465 | 260 | 1.5458 | 0.1966 | 1.5458 | 1.2433 |
182
+ | No log | 6.0930 | 262 | 1.4816 | 0.1966 | 1.4816 | 1.2172 |
183
+ | No log | 6.1395 | 264 | 1.4256 | 0.1886 | 1.4256 | 1.1940 |
184
+ | No log | 6.1860 | 266 | 1.4040 | 0.1886 | 1.4040 | 1.1849 |
185
+ | No log | 6.2326 | 268 | 1.3947 | 0.1434 | 1.3947 | 1.1810 |
186
+ | No log | 6.2791 | 270 | 1.4113 | 0.1886 | 1.4113 | 1.1880 |
187
+ | No log | 6.3256 | 272 | 1.4185 | 0.2203 | 1.4185 | 1.1910 |
188
+ | No log | 6.3721 | 274 | 1.4255 | 0.2015 | 1.4255 | 1.1940 |
189
+ | No log | 6.4186 | 276 | 1.4421 | 0.2315 | 1.4421 | 1.2009 |
190
+ | No log | 6.4651 | 278 | 1.5226 | 0.2731 | 1.5226 | 1.2339 |
191
+ | No log | 6.5116 | 280 | 1.5173 | 0.2952 | 1.5173 | 1.2318 |
192
+ | No log | 6.5581 | 282 | 1.3784 | 0.1816 | 1.3784 | 1.1741 |
193
+ | No log | 6.6047 | 284 | 1.3181 | 0.0833 | 1.3181 | 1.1481 |
194
+ | No log | 6.6512 | 286 | 1.3230 | 0.0833 | 1.3230 | 1.1502 |
195
+ | No log | 6.6977 | 288 | 1.3580 | 0.1816 | 1.3580 | 1.1653 |
196
+ | No log | 6.7442 | 290 | 1.3819 | 0.2143 | 1.3819 | 1.1755 |
197
+ | No log | 6.7907 | 292 | 1.3575 | 0.2506 | 1.3575 | 1.1651 |
198
+ | No log | 6.8372 | 294 | 1.3322 | 0.2506 | 1.3322 | 1.1542 |
199
+ | No log | 6.8837 | 296 | 1.2927 | 0.2506 | 1.2927 | 1.1369 |
200
+ | No log | 6.9302 | 298 | 1.2496 | 0.2203 | 1.2496 | 1.1179 |
201
+ | No log | 6.9767 | 300 | 1.2524 | 0.1886 | 1.2524 | 1.1191 |
202
+ | No log | 7.0233 | 302 | 1.2781 | 0.1886 | 1.2781 | 1.1305 |
203
+ | No log | 7.0698 | 304 | 1.4067 | 0.2417 | 1.4067 | 1.1860 |
204
+ | No log | 7.1163 | 306 | 1.5485 | 0.2771 | 1.5485 | 1.2444 |
205
+ | No log | 7.1628 | 308 | 1.5858 | 0.3020 | 1.5858 | 1.2593 |
206
+ | No log | 7.2093 | 310 | 1.6114 | 0.2987 | 1.6114 | 1.2694 |
207
+ | No log | 7.2558 | 312 | 1.4916 | 0.2602 | 1.4916 | 1.2213 |
208
+ | No log | 7.3023 | 314 | 1.4367 | 0.2315 | 1.4367 | 1.1986 |
209
+ | No log | 7.3488 | 316 | 1.4423 | 0.1595 | 1.4423 | 1.2009 |
210
+ | No log | 7.3953 | 318 | 1.4696 | 0.1958 | 1.4696 | 1.2123 |
211
+ | No log | 7.4419 | 320 | 1.5664 | 0.2690 | 1.5664 | 1.2515 |
212
+ | No log | 7.4884 | 322 | 1.5865 | 0.2731 | 1.5865 | 1.2596 |
213
+ | No log | 7.5349 | 324 | 1.5387 | 0.3107 | 1.5387 | 1.2404 |
214
+ | No log | 7.5814 | 326 | 1.3827 | 0.2203 | 1.3827 | 1.1759 |
215
+ | No log | 7.6279 | 328 | 1.3455 | 0.2203 | 1.3455 | 1.1600 |
216
+ | No log | 7.6744 | 330 | 1.3509 | 0.2203 | 1.3509 | 1.1623 |
217
+ | No log | 7.7209 | 332 | 1.3117 | 0.2143 | 1.3117 | 1.1453 |
218
+ | No log | 7.7674 | 334 | 1.3095 | 0.2143 | 1.3095 | 1.1443 |
219
+ | No log | 7.8140 | 336 | 1.2653 | 0.1816 | 1.2653 | 1.1249 |
220
+ | No log | 7.8605 | 338 | 1.2822 | 0.1816 | 1.2822 | 1.1323 |
221
+ | No log | 7.9070 | 340 | 1.3041 | 0.1961 | 1.3041 | 1.1420 |
222
+ | No log | 7.9535 | 342 | 1.4134 | 0.2027 | 1.4134 | 1.1889 |
223
+ | No log | 8.0 | 344 | 1.6333 | 0.2987 | 1.6333 | 1.2780 |
224
+ | No log | 8.0465 | 346 | 1.8143 | 0.2252 | 1.8143 | 1.3470 |
225
+ | No log | 8.0930 | 348 | 1.7698 | 0.2474 | 1.7698 | 1.3304 |
226
+ | No log | 8.1395 | 350 | 1.5678 | 0.2239 | 1.5678 | 1.2521 |
227
+ | No log | 8.1860 | 352 | 1.3718 | 0.0401 | 1.3718 | 1.1712 |
228
+ | No log | 8.2326 | 354 | 1.2656 | 0.0833 | 1.2656 | 1.1250 |
229
+ | No log | 8.2791 | 356 | 1.2403 | 0.0401 | 1.2403 | 1.1137 |
230
+ | No log | 8.3256 | 358 | 1.3532 | 0.0781 | 1.3532 | 1.1633 |
231
+ | No log | 8.3721 | 360 | 1.5357 | 0.2126 | 1.5357 | 1.2392 |
232
+ | No log | 8.4186 | 362 | 1.6544 | 0.2568 | 1.6544 | 1.2862 |
233
+ | No log | 8.4651 | 364 | 1.6464 | 0.2391 | 1.6464 | 1.2831 |
234
+ | No log | 8.5116 | 366 | 1.5570 | 0.2522 | 1.5570 | 1.2478 |
235
+ | No log | 8.5581 | 368 | 1.5089 | 0.2555 | 1.5089 | 1.2284 |
236
+ | No log | 8.6047 | 370 | 1.5168 | 0.2690 | 1.5168 | 1.2316 |
237
+ | No log | 8.6512 | 372 | 1.5308 | 0.1880 | 1.5308 | 1.2373 |
238
+ | No log | 8.6977 | 374 | 1.5079 | 0.0781 | 1.5079 | 1.2280 |
239
+ | No log | 8.7442 | 376 | 1.4155 | 0.0 | 1.4155 | 1.1897 |
240
+ | No log | 8.7907 | 378 | 1.3810 | 0.0 | 1.3810 | 1.1752 |
241
+ | No log | 8.8372 | 380 | 1.2840 | -0.0375 | 1.2840 | 1.1331 |
242
+ | No log | 8.8837 | 382 | 1.3222 | 0.0033 | 1.3222 | 1.1499 |
243
+ | No log | 8.9302 | 384 | 1.5521 | 0.2291 | 1.5521 | 1.2458 |
244
+ | No log | 8.9767 | 386 | 1.7264 | 0.3084 | 1.7264 | 1.3139 |
245
+ | No log | 9.0233 | 388 | 1.6544 | 0.2987 | 1.6544 | 1.2862 |
246
+ | No log | 9.0698 | 390 | 1.4743 | 0.2495 | 1.4743 | 1.2142 |
247
+ | No log | 9.1163 | 392 | 1.3437 | 0.1230 | 1.3437 | 1.1592 |
248
+ | No log | 9.1628 | 394 | 1.3353 | 0.2284 | 1.3353 | 1.1555 |
249
+ | No log | 9.2093 | 396 | 1.3253 | 0.1622 | 1.3253 | 1.1512 |
250
+ | No log | 9.2558 | 398 | 1.2764 | 0.0987 | 1.2764 | 1.1298 |
251
+ | No log | 9.3023 | 400 | 1.2300 | 0.0833 | 1.2300 | 1.1090 |
252
+ | No log | 9.3488 | 402 | 1.2650 | 0.0 | 1.2650 | 1.1247 |
253
+ | No log | 9.3953 | 404 | 1.3456 | 0.0401 | 1.3456 | 1.1600 |
254
+ | No log | 9.4419 | 406 | 1.4712 | 0.1407 | 1.4712 | 1.2130 |
255
+ | No log | 9.4884 | 408 | 1.5939 | 0.1943 | 1.5939 | 1.2625 |
256
+ | No log | 9.5349 | 410 | 1.6439 | 0.2522 | 1.6439 | 1.2822 |
257
+ | No log | 9.5814 | 412 | 1.5823 | 0.2239 | 1.5823 | 1.2579 |
258
+ | No log | 9.6279 | 414 | 1.4812 | 0.1595 | 1.4812 | 1.2170 |
259
+ | No log | 9.6744 | 416 | 1.4949 | 0.1595 | 1.4949 | 1.2227 |
260
+ | No log | 9.7209 | 418 | 1.5644 | 0.2126 | 1.5644 | 1.2508 |
261
+ | No log | 9.7674 | 420 | 1.6255 | 0.1769 | 1.6255 | 1.2749 |
262
+ | No log | 9.8140 | 422 | 1.5442 | 0.0889 | 1.5442 | 1.2427 |
263
+ | No log | 9.8605 | 424 | 1.4701 | -0.0054 | 1.4701 | 1.2125 |
264
+ | No log | 9.9070 | 426 | 1.3881 | 0.0342 | 1.3881 | 1.1782 |
265
+ | No log | 9.9535 | 428 | 1.2467 | 0.0833 | 1.2467 | 1.1166 |
266
+ | No log | 10.0 | 430 | 1.2026 | 0.0433 | 1.2026 | 1.0966 |
267
+ | No log | 10.0465 | 432 | 1.2536 | 0.0433 | 1.2536 | 1.1196 |
268
+ | No log | 10.0930 | 434 | 1.3629 | 0.2126 | 1.3629 | 1.1674 |
269
+ | No log | 10.1395 | 436 | 1.4862 | 0.1943 | 1.4862 | 1.2191 |
270
+ | No log | 10.1860 | 438 | 1.4690 | 0.1943 | 1.4690 | 1.2120 |
271
+ | No log | 10.2326 | 440 | 1.3796 | 0.2126 | 1.3796 | 1.1746 |
272
+ | No log | 10.2791 | 442 | 1.2641 | 0.0401 | 1.2641 | 1.1243 |
273
+ | No log | 10.3256 | 444 | 1.2315 | 0.0833 | 1.2315 | 1.1097 |
274
+ | No log | 10.3721 | 446 | 1.2732 | 0.0833 | 1.2732 | 1.1284 |
275
+ | No log | 10.4186 | 448 | 1.3231 | 0.0833 | 1.3231 | 1.1502 |
276
+ | No log | 10.4651 | 450 | 1.3849 | 0.1473 | 1.3849 | 1.1768 |
277
+ | No log | 10.5116 | 452 | 1.4104 | 0.1473 | 1.4104 | 1.1876 |
278
+ | No log | 10.5581 | 454 | 1.4238 | 0.1473 | 1.4238 | 1.1932 |
279
+ | No log | 10.6047 | 456 | 1.4082 | 0.1473 | 1.4082 | 1.1867 |
280
+ | No log | 10.6512 | 458 | 1.3841 | 0.0833 | 1.3841 | 1.1765 |
281
+ | No log | 10.6977 | 460 | 1.3275 | 0.0833 | 1.3275 | 1.1522 |
282
+ | No log | 10.7442 | 462 | 1.3188 | 0.0833 | 1.3188 | 1.1484 |
283
+ | No log | 10.7907 | 464 | 1.3399 | 0.0833 | 1.3399 | 1.1576 |
284
+ | No log | 10.8372 | 466 | 1.3945 | 0.1473 | 1.3945 | 1.1809 |
285
+ | No log | 10.8837 | 468 | 1.4864 | 0.1552 | 1.4864 | 1.2192 |
286
+ | No log | 10.9302 | 470 | 1.4975 | 0.1886 | 1.4975 | 1.2237 |
287
+ | No log | 10.9767 | 472 | 1.4815 | 0.1886 | 1.4815 | 1.2172 |
288
+ | No log | 11.0233 | 474 | 1.4117 | 0.1310 | 1.4117 | 1.1881 |
289
+ | No log | 11.0698 | 476 | 1.2998 | 0.0760 | 1.2998 | 1.1401 |
290
+ | No log | 11.1163 | 478 | 1.2905 | 0.1142 | 1.2905 | 1.1360 |
291
+ | No log | 11.1628 | 480 | 1.3166 | 0.1744 | 1.3166 | 1.1474 |
292
+ | No log | 11.2093 | 482 | 1.3275 | 0.1814 | 1.3275 | 1.1522 |
293
+ | No log | 11.2558 | 484 | 1.3906 | 0.2126 | 1.3906 | 1.1792 |
294
+ | No log | 11.3023 | 486 | 1.3680 | 0.2126 | 1.3680 | 1.1696 |
295
+ | No log | 11.3488 | 488 | 1.3236 | 0.2203 | 1.3236 | 1.1505 |
296
+ | No log | 11.3953 | 490 | 1.3095 | 0.1816 | 1.3095 | 1.1443 |
297
+ | No log | 11.4419 | 492 | 1.3273 | 0.1473 | 1.3273 | 1.1521 |
298
+ | No log | 11.4884 | 494 | 1.2982 | 0.1816 | 1.2982 | 1.1394 |
299
+ | No log | 11.5349 | 496 | 1.2053 | 0.1142 | 1.2053 | 1.0979 |
300
+ | No log | 11.5814 | 498 | 1.1060 | 0.1697 | 1.1060 | 1.0517 |
301
+ | 0.3524 | 11.6279 | 500 | 1.0573 | 0.1842 | 1.0573 | 1.0283 |
302
+ | 0.3524 | 11.6744 | 502 | 1.1592 | 0.2686 | 1.1592 | 1.0767 |
303
+ | 0.3524 | 11.7209 | 504 | 1.2972 | 0.2239 | 1.2972 | 1.1389 |
304
+ | 0.3524 | 11.7674 | 506 | 1.4665 | 0.2653 | 1.4665 | 1.2110 |
305
+ | 0.3524 | 11.8140 | 508 | 1.5383 | 0.2611 | 1.5383 | 1.2403 |
306
+ | 0.3524 | 11.8605 | 510 | 1.4547 | 0.1943 | 1.4547 | 1.2061 |
307
+ | 0.3524 | 11.9070 | 512 | 1.3097 | 0.0401 | 1.3097 | 1.1444 |
308
+ | 0.3524 | 11.9535 | 514 | 1.2572 | 0.0 | 1.2572 | 1.1213 |
309
+ | 0.3524 | 12.0 | 516 | 1.2290 | 0.0 | 1.2290 | 1.1086 |
310
+ | 0.3524 | 12.0465 | 518 | 1.2347 | 0.0 | 1.2347 | 1.1112 |
311
+ | 0.3524 | 12.0930 | 520 | 1.2923 | 0.0401 | 1.2923 | 1.1368 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
312
 
313
 
314
  ### Framework versions