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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_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_k14_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_k14_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: 1.1816
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- - Qwk: 0.0401
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- - Mse: 1.1816
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- - Rmse: 1.0870
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  ## Model description
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@@ -49,299 +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 | 0.0588 | 2 | 4.0543 | -0.0061 | 4.0543 | 2.0135 |
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- | No log | 0.1176 | 4 | 2.2749 | -0.0297 | 2.2749 | 1.5083 |
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- | No log | 0.1765 | 6 | 1.5352 | 0.0661 | 1.5352 | 1.2391 |
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- | No log | 0.2353 | 8 | 1.1820 | 0.0548 | 1.1820 | 1.0872 |
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- | No log | 0.2941 | 10 | 1.1297 | 0.0111 | 1.1297 | 1.0629 |
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- | No log | 0.3529 | 12 | 1.1783 | 0.1864 | 1.1783 | 1.0855 |
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- | No log | 0.4118 | 14 | 1.3797 | 0.0256 | 1.3797 | 1.1746 |
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- | No log | 0.4706 | 16 | 1.3319 | 0.0287 | 1.3319 | 1.1541 |
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- | No log | 0.5294 | 18 | 1.1133 | 0.3082 | 1.1133 | 1.0551 |
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- | No log | 0.5882 | 20 | 1.0402 | 0.2008 | 1.0402 | 1.0199 |
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- | No log | 0.6471 | 22 | 1.1359 | 0.0919 | 1.1359 | 1.0658 |
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- | No log | 0.7059 | 24 | 1.1420 | 0.0919 | 1.1420 | 1.0687 |
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- | No log | 0.7647 | 26 | 1.0498 | 0.1755 | 1.0498 | 1.0246 |
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- | No log | 0.8235 | 28 | 1.0322 | 0.3435 | 1.0322 | 1.0160 |
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- | No log | 0.8824 | 30 | 1.0245 | 0.2888 | 1.0245 | 1.0122 |
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- | No log | 0.9412 | 32 | 1.0587 | 0.1864 | 1.0587 | 1.0289 |
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- | No log | 1.0 | 34 | 1.1484 | 0.1292 | 1.1484 | 1.0716 |
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- | No log | 1.0588 | 36 | 1.2671 | -0.0535 | 1.2671 | 1.1256 |
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- | No log | 1.1176 | 38 | 1.4140 | -0.0375 | 1.4140 | 1.1891 |
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- | No log | 1.1765 | 40 | 1.8065 | -0.2120 | 1.8065 | 1.3441 |
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- | No log | 1.2353 | 42 | 1.7639 | -0.1010 | 1.7639 | 1.3281 |
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- | No log | 1.2941 | 44 | 1.5552 | 0.0859 | 1.5552 | 1.2471 |
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- | No log | 1.3529 | 46 | 1.6445 | 0.0016 | 1.6445 | 1.2824 |
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- | No log | 1.4118 | 48 | 1.9913 | -0.2027 | 1.9913 | 1.4111 |
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- | No log | 1.4706 | 50 | 1.9013 | 0.0296 | 1.9013 | 1.3789 |
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- | No log | 1.5294 | 52 | 2.2267 | -0.0325 | 2.2267 | 1.4922 |
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- | No log | 1.5882 | 54 | 2.2303 | 0.0404 | 2.2303 | 1.4934 |
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- | No log | 1.6471 | 56 | 1.4969 | 0.1970 | 1.4969 | 1.2235 |
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- | No log | 1.7059 | 58 | 1.2520 | 0.3352 | 1.2520 | 1.1189 |
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- | No log | 1.7647 | 60 | 1.4475 | 0.2043 | 1.4475 | 1.2031 |
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- | No log | 1.8235 | 62 | 2.1397 | 0.1173 | 2.1397 | 1.4628 |
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- | No log | 1.8824 | 64 | 2.0834 | 0.1395 | 2.0834 | 1.4434 |
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- | No log | 1.9412 | 66 | 1.5740 | 0.1789 | 1.5740 | 1.2546 |
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- | No log | 2.0 | 68 | 1.2892 | 0.1905 | 1.2892 | 1.1354 |
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- | No log | 2.0588 | 70 | 1.5195 | 0.1561 | 1.5195 | 1.2327 |
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- | No log | 2.1176 | 72 | 1.8769 | 0.1197 | 1.8769 | 1.3700 |
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- | No log | 2.1765 | 74 | 1.8536 | 0.0636 | 1.8536 | 1.3615 |
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- | No log | 2.2353 | 76 | 1.8352 | 0.0636 | 1.8352 | 1.3547 |
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- | No log | 2.2941 | 78 | 1.7494 | 0.1207 | 1.7494 | 1.3226 |
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- | No log | 2.3529 | 80 | 1.7745 | 0.1071 | 1.7745 | 1.3321 |
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- | No log | 2.4118 | 82 | 1.7460 | 0.1000 | 1.7460 | 1.3214 |
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- | No log | 2.4706 | 84 | 1.7240 | 0.0864 | 1.7240 | 1.3130 |
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- | No log | 2.5294 | 86 | 1.7115 | 0.0864 | 1.7115 | 1.3082 |
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- | No log | 2.5882 | 88 | 1.7139 | 0.1344 | 1.7139 | 1.3092 |
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- | No log | 2.6471 | 90 | 1.5943 | 0.1509 | 1.5943 | 1.2627 |
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- | No log | 2.7059 | 92 | 1.2631 | 0.2368 | 1.2631 | 1.1239 |
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- | No log | 2.7647 | 94 | 1.0850 | 0.1996 | 1.0850 | 1.0416 |
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- | No log | 2.8235 | 96 | 1.1399 | 0.1775 | 1.1399 | 1.0677 |
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- | No log | 2.8824 | 98 | 1.4770 | 0.2313 | 1.4770 | 1.2153 |
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- | No log | 2.9412 | 100 | 1.7432 | 0.1635 | 1.7432 | 1.3203 |
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- | No log | 3.0 | 102 | 1.8321 | 0.1752 | 1.8321 | 1.3535 |
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- | No log | 3.0588 | 104 | 1.7163 | 0.1694 | 1.7163 | 1.3101 |
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- | No log | 3.1176 | 106 | 1.3185 | 0.2555 | 1.3185 | 1.1483 |
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- | No log | 3.1765 | 108 | 0.9931 | 0.1944 | 0.9931 | 0.9965 |
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- | No log | 3.2353 | 110 | 0.9808 | 0.1979 | 0.9808 | 0.9904 |
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- | No log | 3.2941 | 112 | 1.0539 | 0.1407 | 1.0539 | 1.0266 |
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- | No log | 3.3529 | 114 | 1.2993 | 0.1407 | 1.2993 | 1.1399 |
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- | No log | 3.4118 | 116 | 1.4511 | 0.1814 | 1.4511 | 1.2046 |
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- | No log | 3.4706 | 118 | 1.5012 | 0.1814 | 1.5012 | 1.2253 |
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- | No log | 3.5294 | 120 | 1.4267 | 0.2004 | 1.4267 | 1.1945 |
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- | No log | 3.5882 | 122 | 1.2760 | 0.2417 | 1.2760 | 1.1296 |
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- | No log | 3.6471 | 124 | 1.2877 | 0.2851 | 1.2877 | 1.1348 |
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- | No log | 3.7059 | 126 | 1.5105 | 0.1955 | 1.5105 | 1.2290 |
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- | No log | 3.7647 | 128 | 1.7467 | 0.1902 | 1.7467 | 1.3216 |
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- | No log | 3.8235 | 130 | 1.8684 | 0.0948 | 1.8684 | 1.3669 |
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- | No log | 3.8824 | 132 | 1.8054 | 0.0626 | 1.8054 | 1.3437 |
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- | No log | 3.9412 | 134 | 1.6726 | 0.1357 | 1.6726 | 1.2933 |
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- | No log | 4.0 | 136 | 1.6343 | 0.1142 | 1.6343 | 1.2784 |
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- | No log | 4.0588 | 138 | 1.4458 | 0.1473 | 1.4458 | 1.2024 |
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- | No log | 4.1176 | 140 | 1.2485 | 0.1816 | 1.2485 | 1.1173 |
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- | No log | 4.1765 | 142 | 1.1785 | 0.2843 | 1.1785 | 1.0856 |
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- | No log | 4.2353 | 144 | 1.1935 | 0.2143 | 1.1935 | 1.0925 |
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- | No log | 4.2941 | 146 | 1.1741 | 0.2143 | 1.1741 | 1.0835 |
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- | No log | 4.3529 | 148 | 1.2019 | 0.1816 | 1.2019 | 1.0963 |
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- | No log | 4.4118 | 150 | 1.2111 | 0.1816 | 1.2111 | 1.1005 |
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- | No log | 4.4706 | 152 | 1.2999 | 0.2143 | 1.2999 | 1.1401 |
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- | No log | 4.5294 | 154 | 1.4070 | 0.1943 | 1.4070 | 1.1862 |
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- | No log | 4.5882 | 156 | 1.4870 | 0.1744 | 1.4870 | 1.2194 |
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- | No log | 4.6471 | 158 | 1.5543 | 0.0896 | 1.5543 | 1.2467 |
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- | No log | 4.7059 | 160 | 1.4699 | 0.1486 | 1.4699 | 1.2124 |
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- | No log | 4.7647 | 162 | 1.2565 | 0.1744 | 1.2565 | 1.1209 |
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- | No log | 4.8235 | 164 | 1.0922 | 0.1744 | 1.0922 | 1.0451 |
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- | No log | 4.8824 | 166 | 1.0699 | 0.2065 | 1.0699 | 1.0344 |
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- | No log | 4.9412 | 168 | 1.2471 | 0.2239 | 1.2471 | 1.1167 |
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- | No log | 5.0 | 170 | 1.5520 | 0.2606 | 1.5520 | 1.2458 |
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- | No log | 5.0588 | 172 | 1.6934 | 0.2565 | 1.6934 | 1.3013 |
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- | No log | 5.1176 | 174 | 1.5386 | 0.2606 | 1.5386 | 1.2404 |
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- | No log | 5.1765 | 176 | 1.2963 | 0.2342 | 1.2963 | 1.1386 |
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- | No log | 5.2353 | 178 | 1.2237 | 0.2065 | 1.2237 | 1.1062 |
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- | No log | 5.2941 | 180 | 1.3223 | 0.2065 | 1.3223 | 1.1499 |
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- | No log | 5.3529 | 182 | 1.5757 | 0.2342 | 1.5757 | 1.2553 |
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- | No log | 5.4118 | 184 | 1.6835 | 0.1789 | 1.6835 | 1.2975 |
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- | No log | 5.4706 | 186 | 1.6342 | 0.2270 | 1.6342 | 1.2783 |
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- | No log | 5.5294 | 188 | 1.6646 | 0.2005 | 1.6646 | 1.2902 |
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- | No log | 5.5882 | 190 | 1.6123 | 0.2005 | 1.6123 | 1.2698 |
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- | No log | 5.6471 | 192 | 1.5211 | 0.2292 | 1.5211 | 1.2333 |
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- | No log | 5.7059 | 194 | 1.4531 | 0.1562 | 1.4531 | 1.2054 |
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- | No log | 5.7647 | 196 | 1.4663 | 0.1562 | 1.4663 | 1.2109 |
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- | No log | 5.8235 | 198 | 1.4028 | 0.1142 | 1.4028 | 1.1844 |
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- | No log | 5.8824 | 200 | 1.3675 | 0.1142 | 1.3675 | 1.1694 |
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- | No log | 5.9412 | 202 | 1.4258 | 0.1142 | 1.4258 | 1.1941 |
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- | No log | 6.0 | 204 | 1.3855 | 0.1052 | 1.3855 | 1.1771 |
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- | No log | 6.0588 | 206 | 1.4224 | 0.1052 | 1.4224 | 1.1926 |
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- | No log | 6.1176 | 208 | 1.4745 | 0.1052 | 1.4745 | 1.2143 |
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- | No log | 6.1765 | 210 | 1.4405 | 0.1052 | 1.4405 | 1.2002 |
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- | No log | 6.2353 | 212 | 1.4925 | 0.1744 | 1.4925 | 1.2217 |
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- | No log | 6.2941 | 214 | 1.4498 | 0.2065 | 1.4498 | 1.2041 |
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- | No log | 6.3529 | 216 | 1.3386 | 0.1769 | 1.3386 | 1.1570 |
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- | No log | 6.4118 | 218 | 1.2209 | 0.1027 | 1.2209 | 1.1049 |
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- | No log | 6.4706 | 220 | 1.2156 | 0.1362 | 1.2156 | 1.1026 |
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- | No log | 6.5294 | 222 | 1.3146 | 0.2065 | 1.3146 | 1.1466 |
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- | No log | 6.5882 | 224 | 1.3634 | 0.2424 | 1.3634 | 1.1676 |
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- | No log | 6.6471 | 226 | 1.4333 | 0.2239 | 1.4333 | 1.1972 |
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- | No log | 6.7059 | 228 | 1.3842 | 0.2424 | 1.3842 | 1.1765 |
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- | No log | 6.7647 | 230 | 1.2991 | 0.1744 | 1.2991 | 1.1398 |
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- | No log | 6.8235 | 232 | 1.2848 | 0.2065 | 1.2848 | 1.1335 |
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- | No log | 6.8824 | 234 | 1.2722 | 0.2424 | 1.2722 | 1.1279 |
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- | No log | 6.9412 | 236 | 1.3344 | 0.2424 | 1.3344 | 1.1552 |
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- | No log | 7.0 | 238 | 1.3632 | 0.2239 | 1.3632 | 1.1676 |
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- | No log | 7.0588 | 240 | 1.4741 | 0.2568 | 1.4741 | 1.2141 |
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- | No log | 7.1176 | 242 | 1.5269 | 0.2940 | 1.5269 | 1.2357 |
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- | No log | 7.1765 | 244 | 1.5523 | 0.2770 | 1.5523 | 1.2459 |
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- | No log | 7.2353 | 246 | 1.5871 | 0.2806 | 1.5871 | 1.2598 |
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- | No log | 7.2941 | 248 | 1.6118 | 0.2525 | 1.6118 | 1.2696 |
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- | No log | 7.3529 | 250 | 1.4870 | 0.2793 | 1.4870 | 1.2194 |
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- | No log | 7.4118 | 252 | 1.3490 | 0.2474 | 1.3490 | 1.1615 |
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- | No log | 7.4706 | 254 | 1.1865 | 0.2126 | 1.1865 | 1.0893 |
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- | No log | 7.5294 | 256 | 1.1905 | 0.2126 | 1.1905 | 1.0911 |
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- | No log | 7.5882 | 258 | 1.2316 | 0.2474 | 1.2316 | 1.1098 |
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- | No log | 7.6471 | 260 | 1.2513 | 0.2667 | 1.2513 | 1.1186 |
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- | No log | 7.7059 | 262 | 1.4302 | 0.2694 | 1.4302 | 1.1959 |
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- | No log | 7.7647 | 264 | 1.6118 | 0.2525 | 1.6118 | 1.2696 |
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- | No log | 7.8235 | 266 | 1.5706 | 0.2126 | 1.5706 | 1.2532 |
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- | No log | 7.8824 | 268 | 1.4914 | 0.2424 | 1.4914 | 1.2212 |
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- | No log | 7.9412 | 270 | 1.3275 | 0.1744 | 1.3275 | 1.1522 |
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- | No log | 8.0 | 272 | 1.2512 | 0.0421 | 1.2512 | 1.1186 |
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- | No log | 8.0588 | 274 | 1.2690 | 0.1198 | 1.2690 | 1.1265 |
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- | No log | 8.1176 | 276 | 1.4003 | 0.2424 | 1.4003 | 1.1833 |
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- | No log | 8.1765 | 278 | 1.4357 | 0.2568 | 1.4357 | 1.1982 |
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- | No log | 8.2353 | 280 | 1.5155 | 0.2424 | 1.5155 | 1.2310 |
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- | No log | 8.2941 | 282 | 1.5116 | 0.2474 | 1.5116 | 1.2295 |
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- | No log | 8.3529 | 284 | 1.4482 | 0.2424 | 1.4482 | 1.2034 |
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- | No log | 8.4118 | 286 | 1.3251 | 0.2424 | 1.3251 | 1.1511 |
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- | No log | 8.4706 | 288 | 1.2540 | 0.2555 | 1.2540 | 1.1198 |
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- | No log | 8.5294 | 290 | 1.2993 | 0.2555 | 1.2993 | 1.1399 |
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- | No log | 8.5882 | 292 | 1.2742 | 0.2203 | 1.2742 | 1.1288 |
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- | No log | 8.6471 | 294 | 1.3321 | 0.2065 | 1.3321 | 1.1542 |
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- | No log | 8.7059 | 296 | 1.4523 | 0.2752 | 1.4523 | 1.2051 |
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- | No log | 8.7647 | 298 | 1.5621 | 0.2832 | 1.5621 | 1.2499 |
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- | No log | 8.8235 | 300 | 1.5166 | 0.2653 | 1.5166 | 1.2315 |
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- | No log | 8.8824 | 302 | 1.3122 | 0.2126 | 1.3122 | 1.1455 |
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- | No log | 8.9412 | 304 | 1.1857 | 0.2592 | 1.1857 | 1.0889 |
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- | No log | 9.0 | 306 | 1.1401 | 0.2308 | 1.1401 | 1.0677 |
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- | No log | 9.0588 | 308 | 1.1889 | 0.2308 | 1.1889 | 1.0903 |
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- | No log | 9.1176 | 310 | 1.3761 | 0.2292 | 1.3761 | 1.1731 |
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- | No log | 9.1765 | 312 | 1.5699 | 0.2568 | 1.5699 | 1.2529 |
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- | No log | 9.2353 | 314 | 1.6247 | 0.2391 | 1.6247 | 1.2746 |
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- | No log | 9.2941 | 316 | 1.5355 | 0.2752 | 1.5355 | 1.2392 |
210
- | No log | 9.3529 | 318 | 1.3898 | 0.1744 | 1.3898 | 1.1789 |
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- | No log | 9.4118 | 320 | 1.2836 | 0.1407 | 1.2836 | 1.1330 |
212
- | No log | 9.4706 | 322 | 1.2650 | 0.1407 | 1.2650 | 1.1247 |
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- | No log | 9.5294 | 324 | 1.3227 | 0.1407 | 1.3227 | 1.1501 |
214
- | No log | 9.5882 | 326 | 1.3990 | 0.2372 | 1.3990 | 1.1828 |
215
- | No log | 9.6471 | 328 | 1.5581 | 0.2391 | 1.5581 | 1.2482 |
216
- | No log | 9.7059 | 330 | 1.6281 | 0.2482 | 1.6281 | 1.2760 |
217
- | No log | 9.7647 | 332 | 1.5531 | 0.2117 | 1.5531 | 1.2462 |
218
- | No log | 9.8235 | 334 | 1.3900 | 0.2117 | 1.3900 | 1.1790 |
219
- | No log | 9.8824 | 336 | 1.3733 | 0.2117 | 1.3733 | 1.1719 |
220
- | No log | 9.9412 | 338 | 1.5040 | 0.2117 | 1.5040 | 1.2264 |
221
- | No log | 10.0 | 340 | 1.6769 | 0.2363 | 1.6769 | 1.2949 |
222
- | No log | 10.0588 | 342 | 1.7052 | 0.2694 | 1.7052 | 1.3059 |
223
- | No log | 10.1176 | 344 | 1.6400 | 0.2752 | 1.6400 | 1.2806 |
224
- | No log | 10.1765 | 346 | 1.5065 | 0.1486 | 1.5065 | 1.2274 |
225
- | No log | 10.2353 | 348 | 1.4465 | 0.1407 | 1.4465 | 1.2027 |
226
- | No log | 10.2941 | 350 | 1.3962 | 0.0878 | 1.3962 | 1.1816 |
227
- | No log | 10.3529 | 352 | 1.4105 | 0.1228 | 1.4105 | 1.1877 |
228
- | No log | 10.4118 | 354 | 1.4648 | 0.2239 | 1.4648 | 1.2103 |
229
- | No log | 10.4706 | 356 | 1.5169 | 0.2752 | 1.5169 | 1.2316 |
230
- | No log | 10.5294 | 358 | 1.5351 | 0.2568 | 1.5351 | 1.2390 |
231
- | No log | 10.5882 | 360 | 1.4578 | 0.2184 | 1.4578 | 1.2074 |
232
- | No log | 10.6471 | 362 | 1.4555 | 0.2568 | 1.4555 | 1.2065 |
233
- | No log | 10.7059 | 364 | 1.5204 | 0.2522 | 1.5204 | 1.2331 |
234
- | No log | 10.7647 | 366 | 1.4889 | 0.2239 | 1.4889 | 1.2202 |
235
- | No log | 10.8235 | 368 | 1.3683 | 0.2149 | 1.3683 | 1.1698 |
236
- | No log | 10.8824 | 370 | 1.3675 | 0.2149 | 1.3675 | 1.1694 |
237
- | No log | 10.9412 | 372 | 1.4899 | 0.2342 | 1.4899 | 1.2206 |
238
- | No log | 11.0 | 374 | 1.5153 | 0.2474 | 1.5153 | 1.2310 |
239
- | No log | 11.0588 | 376 | 1.4159 | 0.1744 | 1.4159 | 1.1899 |
240
- | No log | 11.1176 | 378 | 1.2679 | 0.1052 | 1.2679 | 1.1260 |
241
- | No log | 11.1765 | 380 | 1.1348 | 0.1230 | 1.1348 | 1.0652 |
242
- | No log | 11.2353 | 382 | 1.1264 | 0.2448 | 1.1264 | 1.0613 |
243
- | No log | 11.2941 | 384 | 1.2373 | 0.2577 | 1.2373 | 1.1123 |
244
- | No log | 11.3529 | 386 | 1.3750 | 0.2239 | 1.3750 | 1.1726 |
245
- | No log | 11.4118 | 388 | 1.5393 | 0.2522 | 1.5393 | 1.2407 |
246
- | No log | 11.4706 | 390 | 1.5501 | 0.2292 | 1.5501 | 1.2450 |
247
- | No log | 11.5294 | 392 | 1.4628 | 0.1562 | 1.4628 | 1.2094 |
248
- | No log | 11.5882 | 394 | 1.3259 | 0.1052 | 1.3259 | 1.1515 |
249
- | No log | 11.6471 | 396 | 1.2266 | 0.1052 | 1.2266 | 1.1075 |
250
- | No log | 11.7059 | 398 | 1.2275 | 0.1052 | 1.2275 | 1.1079 |
251
- | No log | 11.7647 | 400 | 1.2666 | 0.1052 | 1.2666 | 1.1254 |
252
- | No log | 11.8235 | 402 | 1.2410 | 0.1562 | 1.2410 | 1.1140 |
253
- | No log | 11.8824 | 404 | 1.2607 | 0.2117 | 1.2607 | 1.1228 |
254
- | No log | 11.9412 | 406 | 1.2534 | 0.2391 | 1.2534 | 1.1195 |
255
- | No log | 12.0 | 408 | 1.2244 | 0.2511 | 1.2244 | 1.1065 |
256
- | No log | 12.0588 | 410 | 1.1835 | 0.1793 | 1.1835 | 1.0879 |
257
- | No log | 12.1176 | 412 | 1.2743 | 0.1052 | 1.2743 | 1.1288 |
258
- | No log | 12.1765 | 414 | 1.3013 | 0.0401 | 1.3013 | 1.1408 |
259
- | No log | 12.2353 | 416 | 1.2809 | 0.0781 | 1.2809 | 1.1318 |
260
- | No log | 12.2941 | 418 | 1.2927 | 0.1744 | 1.2927 | 1.1370 |
261
- | No log | 12.3529 | 420 | 1.2238 | 0.2065 | 1.2238 | 1.1062 |
262
- | No log | 12.4118 | 422 | 1.2282 | 0.2239 | 1.2282 | 1.1083 |
263
- | No log | 12.4706 | 424 | 1.3307 | 0.2611 | 1.3307 | 1.1535 |
264
- | No log | 12.5294 | 426 | 1.4036 | 0.2611 | 1.4036 | 1.1847 |
265
- | No log | 12.5882 | 428 | 1.5020 | 0.2653 | 1.5020 | 1.2255 |
266
- | No log | 12.6471 | 430 | 1.4659 | 0.2342 | 1.4659 | 1.2107 |
267
- | No log | 12.7059 | 432 | 1.3115 | 0.2065 | 1.3115 | 1.1452 |
268
- | No log | 12.7647 | 434 | 1.2452 | 0.0781 | 1.2452 | 1.1159 |
269
- | No log | 12.8235 | 436 | 1.1728 | 0.0401 | 1.1728 | 1.0830 |
270
- | No log | 12.8824 | 438 | 1.1642 | 0.0401 | 1.1642 | 1.0790 |
271
- | No log | 12.9412 | 440 | 1.2108 | 0.1407 | 1.2108 | 1.1003 |
272
- | No log | 13.0 | 442 | 1.2921 | 0.1407 | 1.2921 | 1.1367 |
273
- | No log | 13.0588 | 444 | 1.2798 | 0.1407 | 1.2798 | 1.1313 |
274
- | No log | 13.1176 | 446 | 1.2846 | 0.2065 | 1.2846 | 1.1334 |
275
- | No log | 13.1765 | 448 | 1.3317 | 0.2117 | 1.3317 | 1.1540 |
276
- | No log | 13.2353 | 450 | 1.3041 | 0.2174 | 1.3041 | 1.1420 |
277
- | No log | 13.2941 | 452 | 1.2850 | 0.2174 | 1.2850 | 1.1336 |
278
- | No log | 13.3529 | 454 | 1.2102 | 0.1790 | 1.2102 | 1.1001 |
279
- | No log | 13.4118 | 456 | 1.0914 | 0.1230 | 1.0914 | 1.0447 |
280
- | No log | 13.4706 | 458 | 1.0359 | 0.1322 | 1.0359 | 1.0178 |
281
- | No log | 13.5294 | 460 | 1.0524 | 0.1294 | 1.0524 | 1.0259 |
282
- | No log | 13.5882 | 462 | 1.1328 | 0.0 | 1.1328 | 1.0643 |
283
- | No log | 13.6471 | 464 | 1.2484 | 0.0781 | 1.2484 | 1.1173 |
284
- | No log | 13.7059 | 466 | 1.3398 | 0.1744 | 1.3398 | 1.1575 |
285
- | No log | 13.7647 | 468 | 1.3429 | 0.1407 | 1.3429 | 1.1589 |
286
- | No log | 13.8235 | 470 | 1.3066 | 0.0401 | 1.3066 | 1.1430 |
287
- | No log | 13.8824 | 472 | 1.2635 | 0.0401 | 1.2635 | 1.1240 |
288
- | No log | 13.9412 | 474 | 1.2281 | 0.0401 | 1.2281 | 1.1082 |
289
- | No log | 14.0 | 476 | 1.2152 | 0.0401 | 1.2152 | 1.1024 |
290
- | No log | 14.0588 | 478 | 1.2448 | 0.1744 | 1.2448 | 1.1157 |
291
- | No log | 14.1176 | 480 | 1.1752 | 0.1512 | 1.1752 | 1.0841 |
292
- | No log | 14.1765 | 482 | 1.1740 | 0.1911 | 1.1740 | 1.0835 |
293
- | No log | 14.2353 | 484 | 1.2337 | 0.1512 | 1.2337 | 1.1107 |
294
- | No log | 14.2941 | 486 | 1.3193 | 0.1700 | 1.3193 | 1.1486 |
295
- | No log | 14.3529 | 488 | 1.3817 | 0.1562 | 1.3817 | 1.1755 |
296
- | No log | 14.4118 | 490 | 1.4357 | 0.1407 | 1.4357 | 1.1982 |
297
- | No log | 14.4706 | 492 | 1.4051 | 0.0401 | 1.4051 | 1.1854 |
298
- | No log | 14.5294 | 494 | 1.3854 | 0.0401 | 1.3854 | 1.1770 |
299
- | No log | 14.5882 | 496 | 1.3182 | 0.1052 | 1.3182 | 1.1481 |
300
- | No log | 14.6471 | 498 | 1.2823 | 0.1202 | 1.2823 | 1.1324 |
301
- | 0.2316 | 14.7059 | 500 | 1.2027 | 0.0587 | 1.2027 | 1.0967 |
302
- | 0.2316 | 14.7647 | 502 | 1.1992 | 0.0155 | 1.1992 | 1.0951 |
303
- | 0.2316 | 14.8235 | 504 | 1.3139 | 0.0401 | 1.3139 | 1.1462 |
304
- | 0.2316 | 14.8824 | 506 | 1.4424 | 0.1228 | 1.4424 | 1.2010 |
305
- | 0.2316 | 14.9412 | 508 | 1.5494 | 0.2474 | 1.5494 | 1.2448 |
306
- | 0.2316 | 15.0 | 510 | 1.5415 | 0.1880 | 1.5415 | 1.2416 |
307
- | 0.2316 | 15.0588 | 512 | 1.5269 | 0.1562 | 1.5269 | 1.2357 |
308
- | 0.2316 | 15.1176 | 514 | 1.5417 | 0.1880 | 1.5417 | 1.2417 |
309
- | 0.2316 | 15.1765 | 516 | 1.5263 | 0.1407 | 1.5263 | 1.2354 |
310
- | 0.2316 | 15.2353 | 518 | 1.5344 | 0.1407 | 1.5344 | 1.2387 |
311
- | 0.2316 | 15.2941 | 520 | 1.4930 | 0.0401 | 1.4930 | 1.2219 |
312
- | 0.2316 | 15.3529 | 522 | 1.5100 | 0.1407 | 1.5100 | 1.2288 |
313
- | 0.2316 | 15.4118 | 524 | 1.4947 | 0.1562 | 1.4947 | 1.2226 |
314
- | 0.2316 | 15.4706 | 526 | 1.5164 | 0.1880 | 1.5164 | 1.2314 |
315
- | 0.2316 | 15.5294 | 528 | 1.5154 | 0.1228 | 1.5154 | 1.2310 |
316
- | 0.2316 | 15.5882 | 530 | 1.4277 | 0.1052 | 1.4277 | 1.1949 |
317
- | 0.2316 | 15.6471 | 532 | 1.3184 | 0.0401 | 1.3184 | 1.1482 |
318
- | 0.2316 | 15.7059 | 534 | 1.2055 | 0.0556 | 1.2055 | 1.0980 |
319
- | 0.2316 | 15.7647 | 536 | 1.1941 | 0.1202 | 1.1941 | 1.0928 |
320
- | 0.2316 | 15.8235 | 538 | 1.2817 | 0.2015 | 1.2817 | 1.1321 |
321
- | 0.2316 | 15.8824 | 540 | 1.4593 | 0.2342 | 1.4593 | 1.2080 |
322
- | 0.2316 | 15.9412 | 542 | 1.6250 | 0.2940 | 1.6250 | 1.2747 |
323
- | 0.2316 | 16.0 | 544 | 1.6427 | 0.2653 | 1.6427 | 1.2817 |
324
- | 0.2316 | 16.0588 | 546 | 1.5495 | 0.1228 | 1.5495 | 1.2448 |
325
- | 0.2316 | 16.1176 | 548 | 1.4159 | 0.0401 | 1.4159 | 1.1899 |
326
- | 0.2316 | 16.1765 | 550 | 1.3107 | 0.0 | 1.3107 | 1.1449 |
327
- | 0.2316 | 16.2353 | 552 | 1.2028 | 0.0 | 1.2028 | 1.0967 |
328
- | 0.2316 | 16.2941 | 554 | 1.1444 | 0.0987 | 1.1444 | 1.0697 |
329
- | 0.2316 | 16.3529 | 556 | 1.1507 | 0.0987 | 1.1507 | 1.0727 |
330
- | 0.2316 | 16.4118 | 558 | 1.2561 | 0.1744 | 1.2561 | 1.1208 |
331
- | 0.2316 | 16.4706 | 560 | 1.3406 | 0.2292 | 1.3406 | 1.1578 |
332
- | 0.2316 | 16.5294 | 562 | 1.4664 | 0.2159 | 1.4664 | 1.2110 |
333
- | 0.2316 | 16.5882 | 564 | 1.5681 | 0.2488 | 1.5681 | 1.2522 |
334
- | 0.2316 | 16.6471 | 566 | 1.5407 | 0.2252 | 1.5407 | 1.2413 |
335
- | 0.2316 | 16.7059 | 568 | 1.3721 | 0.2525 | 1.3721 | 1.1714 |
336
- | 0.2316 | 16.7647 | 570 | 1.1901 | 0.2126 | 1.1901 | 1.0909 |
337
- | 0.2316 | 16.8235 | 572 | 1.0926 | 0.0841 | 1.0926 | 1.0453 |
338
- | 0.2316 | 16.8824 | 574 | 1.1203 | 0.0278 | 1.1203 | 1.0584 |
339
- | 0.2316 | 16.9412 | 576 | 1.1728 | 0.1744 | 1.1728 | 1.0829 |
340
- | 0.2316 | 17.0 | 578 | 1.1647 | 0.0401 | 1.1647 | 1.0792 |
341
- | 0.2316 | 17.0588 | 580 | 1.1340 | 0.0401 | 1.1340 | 1.0649 |
342
- | 0.2316 | 17.1176 | 582 | 1.1457 | 0.0401 | 1.1457 | 1.0704 |
343
- | 0.2316 | 17.1765 | 584 | 1.1521 | 0.0401 | 1.1521 | 1.0733 |
344
- | 0.2316 | 17.2353 | 586 | 1.1816 | 0.0401 | 1.1816 | 1.0870 |
345
 
346
 
347
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_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_k15_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: 1.4338
19
+ - Qwk: 0.1407
20
+ - Mse: 1.4338
21
+ - Rmse: 1.1974
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0556 | 2 | 4.2347 | 0.0178 | 4.2347 | 2.0578 |
53
+ | No log | 0.1111 | 4 | 2.3514 | 0.0462 | 2.3514 | 1.5334 |
54
+ | No log | 0.1667 | 6 | 1.8930 | -0.0082 | 1.8930 | 1.3759 |
55
+ | No log | 0.2222 | 8 | 1.1959 | 0.1979 | 1.1959 | 1.0935 |
56
+ | No log | 0.2778 | 10 | 1.2496 | 0.0701 | 1.2496 | 1.1178 |
57
+ | No log | 0.3333 | 12 | 1.3892 | -0.0296 | 1.3892 | 1.1787 |
58
+ | No log | 0.3889 | 14 | 1.3074 | -0.0858 | 1.3074 | 1.1434 |
59
+ | No log | 0.4444 | 16 | 1.1922 | 0.0850 | 1.1922 | 1.0919 |
60
+ | No log | 0.5 | 18 | 1.1243 | 0.1881 | 1.1243 | 1.0603 |
61
+ | No log | 0.5556 | 20 | 1.1225 | 0.0604 | 1.1225 | 1.0595 |
62
+ | No log | 0.6111 | 22 | 1.1062 | 0.0445 | 1.1062 | 1.0517 |
63
+ | No log | 0.6667 | 24 | 1.0935 | 0.1076 | 1.0935 | 1.0457 |
64
+ | No log | 0.7222 | 26 | 1.0925 | 0.2365 | 1.0925 | 1.0452 |
65
+ | No log | 0.7778 | 28 | 1.1041 | 0.1997 | 1.1041 | 1.0508 |
66
+ | No log | 0.8333 | 30 | 1.1243 | 0.2100 | 1.1243 | 1.0603 |
67
+ | No log | 0.8889 | 32 | 1.1332 | 0.1805 | 1.1332 | 1.0645 |
68
+ | No log | 0.9444 | 34 | 1.0906 | 0.2366 | 1.0906 | 1.0443 |
69
+ | No log | 1.0 | 36 | 1.0628 | 0.1935 | 1.0628 | 1.0309 |
70
+ | No log | 1.0556 | 38 | 1.0671 | 0.1447 | 1.0671 | 1.0330 |
71
+ | No log | 1.1111 | 40 | 1.0835 | 0.0385 | 1.0835 | 1.0409 |
72
+ | No log | 1.1667 | 42 | 1.0947 | 0.0574 | 1.0947 | 1.0463 |
73
+ | No log | 1.2222 | 44 | 1.1340 | 0.0111 | 1.1340 | 1.0649 |
74
+ | No log | 1.2778 | 46 | 1.1528 | 0.0884 | 1.1528 | 1.0737 |
75
+ | No log | 1.3333 | 48 | 1.0994 | 0.1101 | 1.0994 | 1.0485 |
76
+ | No log | 1.3889 | 50 | 1.0905 | 0.0293 | 1.0905 | 1.0443 |
77
+ | No log | 1.4444 | 52 | 1.1743 | 0.0160 | 1.1743 | 1.0837 |
78
+ | No log | 1.5 | 54 | 1.1934 | 0.1770 | 1.1934 | 1.0924 |
79
+ | No log | 1.5556 | 56 | 1.2113 | 0.1770 | 1.2113 | 1.1006 |
80
+ | No log | 1.6111 | 58 | 1.3160 | 0.2395 | 1.3160 | 1.1472 |
81
+ | No log | 1.6667 | 60 | 1.4909 | 0.1892 | 1.4909 | 1.2210 |
82
+ | No log | 1.7222 | 62 | 1.4066 | 0.2863 | 1.4066 | 1.1860 |
83
+ | No log | 1.7778 | 64 | 1.2915 | 0.2915 | 1.2915 | 1.1365 |
84
+ | No log | 1.8333 | 66 | 1.5801 | 0.1871 | 1.5801 | 1.2570 |
85
+ | No log | 1.8889 | 68 | 1.9347 | 0.1487 | 1.9347 | 1.3909 |
86
+ | No log | 1.9444 | 70 | 1.8137 | 0.1559 | 1.8137 | 1.3467 |
87
+ | No log | 2.0 | 72 | 1.5147 | 0.2488 | 1.5147 | 1.2307 |
88
+ | No log | 2.0556 | 74 | 1.3057 | 0.3277 | 1.3057 | 1.1427 |
89
+ | No log | 2.1111 | 76 | 1.4478 | 0.2406 | 1.4478 | 1.2032 |
90
+ | No log | 2.1667 | 78 | 1.6012 | 0.2606 | 1.6012 | 1.2654 |
91
+ | No log | 2.2222 | 80 | 1.5243 | 0.2117 | 1.5243 | 1.2346 |
92
+ | No log | 2.2778 | 82 | 1.4949 | 0.0981 | 1.4949 | 1.2227 |
93
+ | No log | 2.3333 | 84 | 1.4649 | 0.0694 | 1.4649 | 1.2103 |
94
+ | No log | 2.3889 | 86 | 1.3064 | 0.1407 | 1.3064 | 1.1430 |
95
+ | No log | 2.4444 | 88 | 1.1106 | 0.1265 | 1.1106 | 1.0539 |
96
+ | No log | 2.5 | 90 | 1.0747 | 0.0987 | 1.0747 | 1.0367 |
97
+ | No log | 2.5556 | 92 | 1.2048 | 0.2065 | 1.2048 | 1.0976 |
98
+ | No log | 2.6111 | 94 | 1.5209 | 0.2391 | 1.5209 | 1.2332 |
99
+ | No log | 2.6667 | 96 | 1.6984 | 0.2317 | 1.6984 | 1.3032 |
100
+ | No log | 2.7222 | 98 | 1.7303 | 0.1871 | 1.7303 | 1.3154 |
101
+ | No log | 2.7778 | 100 | 1.7487 | 0.2007 | 1.7487 | 1.3224 |
102
+ | No log | 2.8333 | 102 | 1.6528 | 0.2338 | 1.6528 | 1.2856 |
103
+ | No log | 2.8889 | 104 | 1.7132 | 0.2007 | 1.7132 | 1.3089 |
104
+ | No log | 2.9444 | 106 | 1.6951 | 0.2007 | 1.6951 | 1.3020 |
105
+ | No log | 3.0 | 108 | 1.8916 | 0.1925 | 1.8916 | 1.3754 |
106
+ | No log | 3.0556 | 110 | 1.8488 | 0.1964 | 1.8488 | 1.3597 |
107
+ | No log | 3.1111 | 112 | 1.4253 | 0.2117 | 1.4253 | 1.1939 |
108
+ | No log | 3.1667 | 114 | 1.2688 | 0.2132 | 1.2688 | 1.1264 |
109
+ | No log | 3.2222 | 116 | 1.4535 | 0.2117 | 1.4535 | 1.2056 |
110
+ | No log | 3.2778 | 118 | 1.6753 | 0.2566 | 1.6753 | 1.2943 |
111
+ | No log | 3.3333 | 120 | 1.6257 | 0.2525 | 1.6257 | 1.2750 |
112
+ | No log | 3.3889 | 122 | 1.3507 | 0.1744 | 1.3507 | 1.1622 |
113
+ | No log | 3.4444 | 124 | 1.1826 | 0.0 | 1.1826 | 1.0875 |
114
+ | No log | 3.5 | 126 | 1.1363 | 0.0 | 1.1363 | 1.0660 |
115
+ | No log | 3.5556 | 128 | 1.2473 | 0.1407 | 1.2473 | 1.1168 |
116
+ | No log | 3.6111 | 130 | 1.5015 | 0.2221 | 1.5015 | 1.2254 |
117
+ | No log | 3.6667 | 132 | 1.6331 | 0.2644 | 1.6331 | 1.2779 |
118
+ | No log | 3.7222 | 134 | 1.8261 | 0.2236 | 1.8261 | 1.3513 |
119
+ | No log | 3.7778 | 136 | 1.7425 | 0.2296 | 1.7425 | 1.3200 |
120
+ | No log | 3.8333 | 138 | 1.4253 | 0.1892 | 1.4253 | 1.1939 |
121
+ | No log | 3.8889 | 140 | 1.2619 | 0.2184 | 1.2619 | 1.1233 |
122
+ | No log | 3.9444 | 142 | 1.3420 | 0.2239 | 1.3420 | 1.1584 |
123
+ | No log | 4.0 | 144 | 1.4342 | 0.2292 | 1.4342 | 1.1976 |
124
+ | No log | 4.0556 | 146 | 1.4565 | 0.1892 | 1.4565 | 1.2069 |
125
+ | No log | 4.1111 | 148 | 1.5531 | 0.1950 | 1.5531 | 1.2462 |
126
+ | No log | 4.1667 | 150 | 1.5806 | 0.2005 | 1.5806 | 1.2572 |
127
+ | No log | 4.2222 | 152 | 1.4628 | 0.1898 | 1.4628 | 1.2095 |
128
+ | No log | 4.2778 | 154 | 1.4614 | 0.2184 | 1.4614 | 1.2089 |
129
+ | No log | 4.3333 | 156 | 1.5824 | 0.2239 | 1.5824 | 1.2579 |
130
+ | No log | 4.3889 | 158 | 1.5636 | 0.2342 | 1.5636 | 1.2505 |
131
+ | No log | 4.4444 | 160 | 1.4505 | 0.1958 | 1.4505 | 1.2044 |
132
+ | No log | 4.5 | 162 | 1.4458 | 0.2239 | 1.4458 | 1.2024 |
133
+ | No log | 4.5556 | 164 | 1.4421 | 0.2239 | 1.4421 | 1.2009 |
134
+ | No log | 4.6111 | 166 | 1.6281 | 0.2110 | 1.6281 | 1.2760 |
135
+ | No log | 4.6667 | 168 | 1.8027 | 0.2007 | 1.8027 | 1.3427 |
136
+ | No log | 4.7222 | 170 | 1.7373 | 0.2053 | 1.7373 | 1.3181 |
137
+ | No log | 4.7778 | 172 | 1.7492 | 0.2419 | 1.7492 | 1.3226 |
138
+ | No log | 4.8333 | 174 | 1.7968 | 0.2494 | 1.7968 | 1.3404 |
139
+ | No log | 4.8889 | 176 | 2.0079 | 0.1659 | 2.0079 | 1.4170 |
140
+ | No log | 4.9444 | 178 | 2.0598 | 0.1442 | 2.0598 | 1.4352 |
141
+ | No log | 5.0 | 180 | 1.8513 | 0.2299 | 1.8513 | 1.3606 |
142
+ | No log | 5.0556 | 182 | 1.5844 | 0.2906 | 1.5844 | 1.2587 |
143
+ | No log | 5.1111 | 184 | 1.5016 | 0.2806 | 1.5016 | 1.2254 |
144
+ | No log | 5.1667 | 186 | 1.6439 | 0.2806 | 1.6439 | 1.2822 |
145
+ | No log | 5.2222 | 188 | 1.5594 | 0.2221 | 1.5594 | 1.2488 |
146
+ | No log | 5.2778 | 190 | 1.4173 | 0.1703 | 1.4173 | 1.1905 |
147
+ | No log | 5.3333 | 192 | 1.3046 | 0.1486 | 1.3046 | 1.1422 |
148
+ | No log | 5.3889 | 194 | 1.2783 | 0.1407 | 1.2783 | 1.1306 |
149
+ | No log | 5.4444 | 196 | 1.3306 | 0.1486 | 1.3306 | 1.1535 |
150
+ | No log | 5.5 | 198 | 1.5593 | 0.2170 | 1.5593 | 1.2487 |
151
+ | No log | 5.5556 | 200 | 1.8312 | 0.2565 | 1.8312 | 1.3532 |
152
+ | No log | 5.6111 | 202 | 1.9089 | 0.2393 | 1.9089 | 1.3816 |
153
+ | No log | 5.6667 | 204 | 1.7819 | 0.2784 | 1.7819 | 1.3349 |
154
+ | No log | 5.7222 | 206 | 1.5077 | 0.3177 | 1.5077 | 1.2279 |
155
+ | No log | 5.7778 | 208 | 1.4461 | 0.2974 | 1.4461 | 1.2025 |
156
+ | No log | 5.8333 | 210 | 1.6450 | 0.3123 | 1.6450 | 1.2826 |
157
+ | No log | 5.8889 | 212 | 1.6084 | 0.3066 | 1.6084 | 1.2682 |
158
+ | No log | 5.9444 | 214 | 1.3897 | 0.2568 | 1.3897 | 1.1789 |
159
+ | No log | 6.0 | 216 | 1.2638 | 0.2372 | 1.2638 | 1.1242 |
160
+ | No log | 6.0556 | 218 | 1.3236 | 0.2372 | 1.3236 | 1.1505 |
161
+ | No log | 6.1111 | 220 | 1.3813 | 0.2184 | 1.3813 | 1.1753 |
162
+ | No log | 6.1667 | 222 | 1.4092 | 0.2522 | 1.4092 | 1.1871 |
163
+ | No log | 6.2222 | 224 | 1.4686 | 0.2611 | 1.4686 | 1.2119 |
164
+ | No log | 6.2778 | 226 | 1.5736 | 0.3117 | 1.5736 | 1.2544 |
165
+ | No log | 6.3333 | 228 | 1.8111 | 0.2670 | 1.8111 | 1.3458 |
166
+ | No log | 6.3889 | 230 | 1.9114 | 0.1683 | 1.9114 | 1.3825 |
167
+ | No log | 6.4444 | 232 | 1.7806 | 0.2840 | 1.7806 | 1.3344 |
168
+ | No log | 6.5 | 234 | 1.4746 | 0.1814 | 1.4746 | 1.2143 |
169
+ | No log | 6.5556 | 236 | 1.2489 | 0.0 | 1.2489 | 1.1176 |
170
+ | No log | 6.6111 | 238 | 1.1995 | 0.0 | 1.1995 | 1.0952 |
171
+ | No log | 6.6667 | 240 | 1.2345 | 0.0 | 1.2345 | 1.1111 |
172
+ | No log | 6.7222 | 242 | 1.2150 | 0.0 | 1.2150 | 1.1023 |
173
+ | No log | 6.7778 | 244 | 1.3135 | 0.2065 | 1.3135 | 1.1461 |
174
+ | No log | 6.8333 | 246 | 1.5091 | 0.2117 | 1.5091 | 1.2284 |
175
+ | No log | 6.8889 | 248 | 1.5654 | 0.2270 | 1.5654 | 1.2512 |
176
+ | No log | 6.9444 | 250 | 1.3947 | 0.2709 | 1.3947 | 1.1810 |
177
+ | No log | 7.0 | 252 | 1.2791 | 0.2495 | 1.2791 | 1.1310 |
178
+ | No log | 7.0556 | 254 | 1.2384 | 0.2389 | 1.2384 | 1.1128 |
179
+ | No log | 7.1111 | 256 | 1.3840 | 0.2869 | 1.3840 | 1.1764 |
180
+ | No log | 7.1667 | 258 | 1.6584 | 0.2874 | 1.6584 | 1.2878 |
181
+ | No log | 7.2222 | 260 | 1.7382 | 0.2906 | 1.7382 | 1.3184 |
182
+ | No log | 7.2778 | 262 | 1.5983 | 0.2644 | 1.5983 | 1.2642 |
183
+ | No log | 7.3333 | 264 | 1.4023 | 0.2239 | 1.4023 | 1.1842 |
184
+ | No log | 7.3889 | 266 | 1.3412 | 0.2424 | 1.3412 | 1.1581 |
185
+ | No log | 7.4444 | 268 | 1.3747 | 0.2424 | 1.3747 | 1.1725 |
186
+ | No log | 7.5 | 270 | 1.4738 | 0.2611 | 1.4738 | 1.2140 |
187
+ | No log | 7.5556 | 272 | 1.6279 | 0.2644 | 1.6279 | 1.2759 |
188
+ | No log | 7.6111 | 274 | 1.6068 | 0.2770 | 1.6068 | 1.2676 |
189
+ | No log | 7.6667 | 276 | 1.4648 | 0.2482 | 1.4648 | 1.2103 |
190
+ | No log | 7.7222 | 278 | 1.3638 | 0.2793 | 1.3638 | 1.1678 |
191
+ | No log | 7.7778 | 280 | 1.3899 | 0.2653 | 1.3899 | 1.1789 |
192
+ | No log | 7.8333 | 282 | 1.4576 | 0.2525 | 1.4576 | 1.2073 |
193
+ | No log | 7.8889 | 284 | 1.7008 | 0.3036 | 1.7008 | 1.3042 |
194
+ | No log | 7.9444 | 286 | 1.9389 | 0.1420 | 1.9389 | 1.3924 |
195
+ | No log | 8.0 | 288 | 2.0394 | 0.0981 | 2.0394 | 1.4281 |
196
+ | No log | 8.0556 | 290 | 1.9639 | 0.1252 | 1.9639 | 1.4014 |
197
+ | No log | 8.1111 | 292 | 1.7180 | 0.2527 | 1.7180 | 1.3107 |
198
+ | No log | 8.1667 | 294 | 1.5325 | 0.2752 | 1.5325 | 1.2379 |
199
+ | No log | 8.2222 | 296 | 1.3887 | 0.1880 | 1.3887 | 1.1784 |
200
+ | No log | 8.2778 | 298 | 1.2904 | 0.2424 | 1.2904 | 1.1359 |
201
+ | No log | 8.3333 | 300 | 1.3053 | 0.2424 | 1.3053 | 1.1425 |
202
+ | No log | 8.3889 | 302 | 1.4056 | 0.3018 | 1.4056 | 1.1856 |
203
+ | No log | 8.4444 | 304 | 1.5655 | 0.2974 | 1.5655 | 1.2512 |
204
+ | No log | 8.5 | 306 | 1.7234 | 0.2784 | 1.7234 | 1.3128 |
205
+ | No log | 8.5556 | 308 | 1.6934 | 0.3259 | 1.6934 | 1.3013 |
206
+ | No log | 8.6111 | 310 | 1.4712 | 0.2940 | 1.4712 | 1.2129 |
207
+ | No log | 8.6667 | 312 | 1.2270 | 0.2424 | 1.2270 | 1.1077 |
208
+ | No log | 8.7222 | 314 | 1.1237 | 0.1449 | 1.1237 | 1.0601 |
209
+ | No log | 8.7778 | 316 | 1.1308 | 0.0781 | 1.1308 | 1.0634 |
210
+ | No log | 8.8333 | 318 | 1.2158 | 0.1814 | 1.2158 | 1.1026 |
211
+ | No log | 8.8889 | 320 | 1.3418 | 0.2474 | 1.3417 | 1.1583 |
212
+ | No log | 8.9444 | 322 | 1.5461 | 0.2733 | 1.5461 | 1.2434 |
213
+ | No log | 9.0 | 324 | 1.7828 | 0.2670 | 1.7828 | 1.3352 |
214
+ | No log | 9.0556 | 326 | 1.9138 | 0.2222 | 1.9138 | 1.3834 |
215
+ | No log | 9.1111 | 328 | 1.8038 | 0.2098 | 1.8038 | 1.3430 |
216
+ | No log | 9.1667 | 330 | 1.5777 | 0.2437 | 1.5777 | 1.2561 |
217
+ | No log | 9.2222 | 332 | 1.4269 | 0.2065 | 1.4269 | 1.1945 |
218
+ | No log | 9.2778 | 334 | 1.3409 | 0.1407 | 1.3409 | 1.1580 |
219
+ | No log | 9.3333 | 336 | 1.3035 | 0.1052 | 1.3035 | 1.1417 |
220
+ | No log | 9.3889 | 338 | 1.3304 | 0.0401 | 1.3304 | 1.1534 |
221
+ | No log | 9.4444 | 340 | 1.3333 | 0.0401 | 1.3333 | 1.1547 |
222
+ | No log | 9.5 | 342 | 1.3511 | 0.1052 | 1.3511 | 1.1624 |
223
+ | No log | 9.5556 | 344 | 1.3450 | 0.1814 | 1.3450 | 1.1597 |
224
+ | No log | 9.6111 | 346 | 1.3515 | 0.2184 | 1.3515 | 1.1625 |
225
+ | No log | 9.6667 | 348 | 1.5354 | 0.2653 | 1.5354 | 1.2391 |
226
+ | No log | 9.7222 | 350 | 1.7959 | 0.2717 | 1.7959 | 1.3401 |
227
+ | No log | 9.7778 | 352 | 1.8505 | 0.2816 | 1.8505 | 1.3603 |
228
+ | No log | 9.8333 | 354 | 1.7686 | 0.3284 | 1.7686 | 1.3299 |
229
+ | No log | 9.8889 | 356 | 1.7566 | 0.3309 | 1.7566 | 1.3254 |
230
+ | No log | 9.9444 | 358 | 1.7083 | 0.2974 | 1.7083 | 1.3070 |
231
+ | No log | 10.0 | 360 | 1.5910 | 0.2126 | 1.5910 | 1.2613 |
232
+ | No log | 10.0556 | 362 | 1.4215 | 0.1052 | 1.4215 | 1.1923 |
233
+ | No log | 10.1111 | 364 | 1.3287 | 0.0 | 1.3287 | 1.1527 |
234
+ | No log | 10.1667 | 366 | 1.3199 | 0.0 | 1.3199 | 1.1489 |
235
+ | No log | 10.2222 | 368 | 1.3901 | 0.1052 | 1.3901 | 1.1790 |
236
+ | No log | 10.2778 | 370 | 1.5663 | 0.2184 | 1.5663 | 1.2515 |
237
+ | No log | 10.3333 | 372 | 1.7267 | 0.2363 | 1.7267 | 1.3140 |
238
+ | No log | 10.3889 | 374 | 1.7065 | 0.2270 | 1.7065 | 1.3063 |
239
+ | No log | 10.4444 | 376 | 1.5726 | 0.2568 | 1.5726 | 1.2540 |
240
+ | No log | 10.5 | 378 | 1.4141 | 0.1562 | 1.4141 | 1.1892 |
241
+ | No log | 10.5556 | 380 | 1.3266 | 0.1052 | 1.3266 | 1.1518 |
242
+ | No log | 10.6111 | 382 | 1.3091 | 0.0679 | 1.3091 | 1.1441 |
243
+ | No log | 10.6667 | 384 | 1.3555 | 0.1052 | 1.3555 | 1.1643 |
244
+ | No log | 10.7222 | 386 | 1.4573 | 0.1744 | 1.4573 | 1.2072 |
245
+ | No log | 10.7778 | 388 | 1.5453 | 0.2474 | 1.5453 | 1.2431 |
246
+ | No log | 10.8333 | 390 | 1.5448 | 0.2474 | 1.5448 | 1.2429 |
247
+ | No log | 10.8889 | 392 | 1.4990 | 0.2292 | 1.4990 | 1.2244 |
248
+ | No log | 10.9444 | 394 | 1.5266 | 0.2437 | 1.5266 | 1.2356 |
249
+ | No log | 11.0 | 396 | 1.4911 | 0.2611 | 1.4911 | 1.2211 |
250
+ | No log | 11.0556 | 398 | 1.5302 | 0.2869 | 1.5302 | 1.2370 |
251
+ | No log | 11.1111 | 400 | 1.6689 | 0.2770 | 1.6689 | 1.2918 |
252
+ | No log | 11.1667 | 402 | 1.7086 | 0.2806 | 1.7086 | 1.3071 |
253
+ | No log | 11.2222 | 404 | 1.6347 | 0.2568 | 1.6347 | 1.2786 |
254
+ | No log | 11.2778 | 406 | 1.4820 | 0.2184 | 1.4820 | 1.2174 |
255
+ | No log | 11.3333 | 408 | 1.3129 | 0.0781 | 1.3129 | 1.1458 |
256
+ | No log | 11.3889 | 410 | 1.2508 | 0.0 | 1.2508 | 1.1184 |
257
+ | No log | 11.4444 | 412 | 1.2049 | 0.0 | 1.2049 | 1.0977 |
258
+ | No log | 11.5 | 414 | 1.2299 | 0.0 | 1.2299 | 1.1090 |
259
+ | No log | 11.5556 | 416 | 1.2278 | 0.0 | 1.2278 | 1.1081 |
260
+ | No log | 11.6111 | 418 | 1.2097 | 0.0 | 1.2097 | 1.0999 |
261
+ | No log | 11.6667 | 420 | 1.2653 | 0.0781 | 1.2653 | 1.1249 |
262
+ | No log | 11.7222 | 422 | 1.3328 | 0.1407 | 1.3328 | 1.1545 |
263
+ | No log | 11.7778 | 424 | 1.3230 | 0.1814 | 1.3230 | 1.1502 |
264
+ | No log | 11.8333 | 426 | 1.2793 | 0.1744 | 1.2793 | 1.1311 |
265
+ | No log | 11.8889 | 428 | 1.3069 | 0.1744 | 1.3069 | 1.1432 |
266
+ | No log | 11.9444 | 430 | 1.4076 | 0.2126 | 1.4076 | 1.1864 |
267
+ | No log | 12.0 | 432 | 1.4343 | 0.1407 | 1.4343 | 1.1976 |
268
+ | No log | 12.0556 | 434 | 1.4305 | 0.1744 | 1.4305 | 1.1960 |
269
+ | No log | 12.1111 | 436 | 1.4026 | 0.1744 | 1.4026 | 1.1843 |
270
+ | No log | 12.1667 | 438 | 1.3833 | 0.1407 | 1.3833 | 1.1761 |
271
+ | No log | 12.2222 | 440 | 1.3730 | 0.0401 | 1.3730 | 1.1718 |
272
+ | No log | 12.2778 | 442 | 1.3782 | 0.0 | 1.3782 | 1.1740 |
273
+ | No log | 12.3333 | 444 | 1.3518 | 0.0 | 1.3518 | 1.1627 |
274
+ | No log | 12.3889 | 446 | 1.3621 | 0.0 | 1.3621 | 1.1671 |
275
+ | No log | 12.4444 | 448 | 1.2894 | 0.1744 | 1.2894 | 1.1355 |
276
+ | No log | 12.5 | 450 | 1.2946 | 0.2126 | 1.2946 | 1.1378 |
277
+ | No log | 12.5556 | 452 | 1.3665 | 0.2474 | 1.3665 | 1.1690 |
278
+ | No log | 12.6111 | 454 | 1.4512 | 0.2793 | 1.4512 | 1.2047 |
279
+ | No log | 12.6667 | 456 | 1.3614 | 0.2869 | 1.3614 | 1.1668 |
280
+ | No log | 12.7222 | 458 | 1.2498 | 0.2568 | 1.2498 | 1.1179 |
281
+ | No log | 12.7778 | 460 | 1.2321 | 0.2752 | 1.2321 | 1.1100 |
282
+ | No log | 12.8333 | 462 | 1.2901 | 0.2568 | 1.2901 | 1.1358 |
283
+ | No log | 12.8889 | 464 | 1.3909 | 0.2611 | 1.3909 | 1.1794 |
284
+ | No log | 12.9444 | 466 | 1.4337 | 0.2474 | 1.4337 | 1.1974 |
285
+ | No log | 13.0 | 468 | 1.5358 | 0.2391 | 1.5358 | 1.2393 |
286
+ | No log | 13.0556 | 470 | 1.4771 | 0.2752 | 1.4771 | 1.2154 |
287
+ | No log | 13.1111 | 472 | 1.4266 | 0.2126 | 1.4266 | 1.1944 |
288
+ | No log | 13.1667 | 474 | 1.3860 | 0.1052 | 1.3860 | 1.1773 |
289
+ | No log | 13.2222 | 476 | 1.2820 | 0.0 | 1.2820 | 1.1322 |
290
+ | No log | 13.2778 | 478 | 1.1700 | 0.0 | 1.1700 | 1.0817 |
291
+ | No log | 13.3333 | 480 | 1.1263 | 0.0 | 1.1263 | 1.0613 |
292
+ | No log | 13.3889 | 482 | 1.1415 | 0.0 | 1.1415 | 1.0684 |
293
+ | No log | 13.4444 | 484 | 1.2601 | 0.1744 | 1.2601 | 1.1225 |
294
+ | No log | 13.5 | 486 | 1.4116 | 0.2184 | 1.4116 | 1.1881 |
295
+ | No log | 13.5556 | 488 | 1.6040 | 0.3006 | 1.6040 | 1.2665 |
296
+ | No log | 13.6111 | 490 | 1.6677 | 0.3515 | 1.6677 | 1.2914 |
297
+ | No log | 13.6667 | 492 | 1.5320 | 0.3259 | 1.5320 | 1.2378 |
298
+ | No log | 13.7222 | 494 | 1.3286 | 0.2793 | 1.3286 | 1.1527 |
299
+ | No log | 13.7778 | 496 | 1.1642 | 0.2184 | 1.1642 | 1.0790 |
300
+ | No log | 13.8333 | 498 | 1.1672 | 0.2065 | 1.1672 | 1.0804 |
301
+ | 0.2539 | 13.8889 | 500 | 1.2138 | 0.2184 | 1.2138 | 1.1017 |
302
+ | 0.2539 | 13.9444 | 502 | 1.3358 | 0.2184 | 1.3358 | 1.1558 |
303
+ | 0.2539 | 14.0 | 504 | 1.5348 | 0.2733 | 1.5348 | 1.2389 |
304
+ | 0.2539 | 14.0556 | 506 | 1.6473 | 0.2974 | 1.6473 | 1.2835 |
305
+ | 0.2539 | 14.1111 | 508 | 1.6229 | 0.2869 | 1.6229 | 1.2739 |
306
+ | 0.2539 | 14.1667 | 510 | 1.5070 | 0.2424 | 1.5070 | 1.2276 |
307
+ | 0.2539 | 14.2222 | 512 | 1.3901 | 0.2065 | 1.3901 | 1.1790 |
308
+ | 0.2539 | 14.2778 | 514 | 1.3364 | 0.1052 | 1.3364 | 1.1560 |
309
+ | 0.2539 | 14.3333 | 516 | 1.3317 | 0.1052 | 1.3317 | 1.1540 |
310
+ | 0.2539 | 14.3889 | 518 | 1.3678 | 0.1052 | 1.3678 | 1.1695 |
311
+ | 0.2539 | 14.4444 | 520 | 1.4338 | 0.1407 | 1.4338 | 1.1974 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions