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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_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_k9_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_k9_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: 1.1636
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- - Qwk: 0.1202
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- - Mse: 1.1636
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- - Rmse: 1.0787
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  ## Model description
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@@ -47,267 +47,268 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.0909 | 2 | 4.2022 | 0.0054 | 4.2022 | 2.0499 |
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- | No log | 0.1818 | 4 | 2.0665 | 0.0271 | 2.0665 | 1.4375 |
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- | No log | 0.2727 | 6 | 1.3293 | 0.0938 | 1.3293 | 1.1529 |
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- | No log | 0.3636 | 8 | 1.2055 | 0.1333 | 1.2055 | 1.0979 |
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- | No log | 0.4545 | 10 | 1.1096 | 0.1476 | 1.1096 | 1.0534 |
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- | No log | 0.5455 | 12 | 1.1230 | 0.2615 | 1.1230 | 1.0597 |
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- | No log | 0.6364 | 14 | 1.9505 | 0.0633 | 1.9505 | 1.3966 |
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- | No log | 0.7273 | 16 | 1.9299 | 0.0916 | 1.9299 | 1.3892 |
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- | No log | 0.8182 | 18 | 1.4919 | 0.0 | 1.4919 | 1.2214 |
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- | No log | 0.9091 | 20 | 1.1093 | 0.0999 | 1.1093 | 1.0532 |
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- | No log | 1.0 | 22 | 1.0201 | 0.3902 | 1.0201 | 1.0100 |
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- | No log | 1.0909 | 24 | 1.0723 | 0.0762 | 1.0723 | 1.0355 |
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- | No log | 1.1818 | 26 | 1.0957 | 0.0888 | 1.0957 | 1.0468 |
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- | No log | 1.2727 | 28 | 1.0425 | 0.1233 | 1.0425 | 1.0210 |
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- | No log | 1.3636 | 30 | 0.9925 | 0.2467 | 0.9925 | 0.9962 |
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- | No log | 1.4545 | 32 | 0.9567 | 0.2566 | 0.9567 | 0.9781 |
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- | No log | 1.5455 | 34 | 0.9841 | 0.2416 | 0.9841 | 0.9920 |
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- | No log | 1.6364 | 36 | 1.1296 | 0.1071 | 1.1296 | 1.0628 |
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- | No log | 1.7273 | 38 | 1.1630 | 0.0917 | 1.1630 | 1.0784 |
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- | No log | 1.8182 | 40 | 1.0763 | 0.1755 | 1.0763 | 1.0374 |
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- | No log | 1.9091 | 42 | 1.1370 | 0.1447 | 1.1370 | 1.0663 |
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- | No log | 2.0 | 44 | 1.2072 | 0.2298 | 1.2072 | 1.0987 |
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- | No log | 2.0909 | 46 | 1.0948 | 0.2770 | 1.0948 | 1.0463 |
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- | No log | 2.1818 | 48 | 1.1887 | 0.2263 | 1.1887 | 1.0903 |
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- | No log | 2.2727 | 50 | 1.4427 | 0.1568 | 1.4427 | 1.2011 |
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- | No log | 2.3636 | 52 | 1.4336 | 0.1442 | 1.4336 | 1.1973 |
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- | No log | 2.4545 | 54 | 1.4911 | 0.1452 | 1.4911 | 1.2211 |
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- | No log | 2.5455 | 56 | 1.2297 | 0.1649 | 1.2297 | 1.1089 |
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- | No log | 2.6364 | 58 | 1.0346 | 0.2594 | 1.0346 | 1.0172 |
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- | No log | 2.7273 | 60 | 0.9896 | 0.3048 | 0.9896 | 0.9948 |
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- | No log | 2.8182 | 62 | 1.1386 | 0.2748 | 1.1386 | 1.0670 |
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- | No log | 2.9091 | 64 | 1.3190 | 0.2359 | 1.3190 | 1.1485 |
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- | No log | 3.0 | 66 | 1.4436 | 0.1686 | 1.4436 | 1.2015 |
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- | No log | 3.0909 | 68 | 1.3143 | 0.1303 | 1.3143 | 1.1464 |
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- | No log | 3.1818 | 70 | 1.0963 | 0.1927 | 1.0963 | 1.0470 |
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- | No log | 3.2727 | 72 | 1.0903 | 0.1927 | 1.0903 | 1.0442 |
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- | No log | 3.3636 | 74 | 1.2835 | 0.2424 | 1.2835 | 1.1329 |
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- | No log | 3.4545 | 76 | 1.3870 | 0.1595 | 1.3870 | 1.1777 |
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- | No log | 3.5455 | 78 | 1.2384 | 0.1417 | 1.2384 | 1.1128 |
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- | No log | 3.6364 | 80 | 1.0832 | 0.1722 | 1.0832 | 1.0408 |
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- | No log | 3.7273 | 82 | 1.0289 | 0.1530 | 1.0289 | 1.0143 |
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- | No log | 3.8182 | 84 | 1.0235 | 0.1530 | 1.0235 | 1.0117 |
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- | No log | 3.9091 | 86 | 1.1302 | 0.1351 | 1.1302 | 1.0631 |
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- | No log | 4.0 | 88 | 1.3050 | 0.1697 | 1.3050 | 1.1424 |
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- | No log | 4.0909 | 90 | 1.4455 | 0.1703 | 1.4455 | 1.2023 |
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- | No log | 4.1818 | 92 | 1.3314 | 0.1838 | 1.3314 | 1.1539 |
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- | No log | 4.2727 | 94 | 1.0894 | 0.1139 | 1.0894 | 1.0438 |
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- | No log | 4.3636 | 96 | 1.0068 | 0.2287 | 1.0068 | 1.0034 |
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- | No log | 4.4545 | 98 | 1.0273 | 0.1653 | 1.0273 | 1.0136 |
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- | No log | 4.5455 | 100 | 1.1576 | 0.0833 | 1.1576 | 1.0759 |
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- | No log | 4.6364 | 102 | 1.3546 | 0.1486 | 1.3546 | 1.1639 |
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- | No log | 4.7273 | 104 | 1.4446 | 0.1814 | 1.4446 | 1.2019 |
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- | No log | 4.8182 | 106 | 1.3553 | 0.1486 | 1.3553 | 1.1642 |
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- | No log | 4.9091 | 108 | 1.1588 | 0.0781 | 1.1588 | 1.0765 |
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- | No log | 5.0 | 110 | 1.0359 | 0.1570 | 1.0359 | 1.0178 |
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- | No log | 5.0909 | 112 | 1.0211 | 0.1918 | 1.0211 | 1.0105 |
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- | No log | 5.1818 | 114 | 1.0818 | 0.2105 | 1.0818 | 1.0401 |
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- | No log | 5.2727 | 116 | 1.2599 | 0.2455 | 1.2599 | 1.1225 |
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- | No log | 5.3636 | 118 | 1.4544 | 0.2004 | 1.4544 | 1.2060 |
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- | No log | 5.4545 | 120 | 1.4670 | 0.1832 | 1.4670 | 1.2112 |
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- | No log | 5.5455 | 122 | 1.4705 | 0.1892 | 1.4705 | 1.2127 |
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- | No log | 5.6364 | 124 | 1.4491 | 0.1832 | 1.4491 | 1.2038 |
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- | No log | 5.7273 | 126 | 1.2931 | 0.2065 | 1.2931 | 1.1371 |
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- | No log | 5.8182 | 128 | 1.1325 | 0.1351 | 1.1325 | 1.0642 |
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- | No log | 5.9091 | 130 | 1.0767 | 0.1770 | 1.0767 | 1.0376 |
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- | No log | 6.0 | 132 | 1.0685 | 0.1351 | 1.0685 | 1.0337 |
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- | No log | 6.0909 | 134 | 1.1177 | 0.1697 | 1.1177 | 1.0572 |
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- | No log | 6.1818 | 136 | 1.3027 | 0.1278 | 1.3027 | 1.1414 |
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- | No log | 6.2727 | 138 | 1.4255 | 0.2191 | 1.4255 | 1.1939 |
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- | No log | 6.3636 | 140 | 1.5227 | 0.2339 | 1.5227 | 1.2340 |
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- | No log | 6.4545 | 142 | 1.5343 | 0.1140 | 1.5343 | 1.2387 |
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- | No log | 6.5455 | 144 | 1.5294 | 0.1058 | 1.5294 | 1.2367 |
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- | No log | 6.6364 | 146 | 1.4401 | 0.1362 | 1.4401 | 1.2001 |
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- | No log | 6.7273 | 148 | 1.3402 | 0.0841 | 1.3402 | 1.1577 |
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- | No log | 6.8182 | 150 | 1.2859 | 0.0961 | 1.2859 | 1.1340 |
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- | No log | 6.9091 | 152 | 1.1497 | 0.1110 | 1.1497 | 1.0723 |
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- | No log | 7.0 | 154 | 1.0052 | 0.2559 | 1.0052 | 1.0026 |
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- | No log | 7.0909 | 156 | 0.9861 | 0.2698 | 0.9861 | 0.9930 |
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- | No log | 7.1818 | 158 | 1.0562 | 0.2439 | 1.0562 | 1.0277 |
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- | No log | 7.2727 | 160 | 1.1887 | 0.1880 | 1.1887 | 1.0903 |
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- | No log | 7.3636 | 162 | 1.2434 | 0.1880 | 1.2434 | 1.1151 |
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- | No log | 7.4545 | 164 | 1.3121 | 0.2062 | 1.3121 | 1.1455 |
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- | No log | 7.5455 | 166 | 1.3752 | 0.2062 | 1.3752 | 1.1727 |
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- | No log | 7.6364 | 168 | 1.3551 | 0.2187 | 1.3551 | 1.1641 |
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- | No log | 7.7273 | 170 | 1.4147 | 0.2342 | 1.4147 | 1.1894 |
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- | No log | 7.8182 | 172 | 1.5074 | 0.2239 | 1.5074 | 1.2278 |
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- | No log | 7.9091 | 174 | 1.4633 | 0.2372 | 1.4633 | 1.2097 |
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- | No log | 8.0 | 176 | 1.3258 | 0.1744 | 1.3258 | 1.1514 |
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- | No log | 8.0909 | 178 | 1.2169 | 0.0931 | 1.2169 | 1.1031 |
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- | No log | 8.1818 | 180 | 1.1642 | 0.1351 | 1.1642 | 1.0790 |
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- | No log | 8.2727 | 182 | 1.1612 | 0.0987 | 1.1612 | 1.0776 |
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- | No log | 8.3636 | 184 | 1.1998 | 0.0 | 1.1998 | 1.0953 |
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- | No log | 8.4545 | 186 | 1.2164 | 0.0401 | 1.2164 | 1.1029 |
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- | No log | 8.5455 | 188 | 1.2507 | 0.0781 | 1.2507 | 1.1183 |
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- | No log | 8.6364 | 190 | 1.3195 | 0.1407 | 1.3195 | 1.1487 |
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- | No log | 8.7273 | 192 | 1.3444 | 0.2260 | 1.3444 | 1.1595 |
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- | No log | 8.8182 | 194 | 1.4466 | 0.2339 | 1.4466 | 1.2027 |
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- | No log | 8.9091 | 196 | 1.5211 | 0.2644 | 1.5211 | 1.2333 |
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- | No log | 9.0 | 198 | 1.5479 | 0.2221 | 1.5479 | 1.2442 |
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- | No log | 9.0909 | 200 | 1.4756 | 0.1950 | 1.4756 | 1.2147 |
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- | No log | 9.1818 | 202 | 1.3459 | 0.1814 | 1.3459 | 1.1601 |
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- | No log | 9.2727 | 204 | 1.2530 | 0.1288 | 1.2530 | 1.1194 |
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- | No log | 9.3636 | 206 | 1.2983 | 0.1288 | 1.2983 | 1.1394 |
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- | No log | 9.4545 | 208 | 1.3531 | 0.1744 | 1.3531 | 1.1632 |
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- | No log | 9.5455 | 210 | 1.3827 | 0.1886 | 1.3827 | 1.1759 |
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- | No log | 9.6364 | 212 | 1.4787 | 0.2417 | 1.4787 | 1.2160 |
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- | No log | 9.7273 | 214 | 1.6488 | 0.2437 | 1.6488 | 1.2841 |
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- | No log | 9.8182 | 216 | 1.6572 | 0.2174 | 1.6572 | 1.2873 |
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- | No log | 9.9091 | 218 | 1.4560 | 0.1886 | 1.4560 | 1.2066 |
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- | No log | 10.0 | 220 | 1.2423 | 0.1287 | 1.2423 | 1.1146 |
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- | No log | 10.0909 | 222 | 1.1716 | 0.1011 | 1.1716 | 1.0824 |
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- | No log | 10.1818 | 224 | 1.2108 | 0.0924 | 1.2108 | 1.1004 |
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- | No log | 10.2727 | 226 | 1.3034 | 0.0931 | 1.3034 | 1.1417 |
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- | No log | 10.3636 | 228 | 1.4178 | 0.1288 | 1.4178 | 1.1907 |
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- | No log | 10.4545 | 230 | 1.4110 | 0.1142 | 1.4110 | 1.1878 |
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- | No log | 10.5455 | 232 | 1.3221 | 0.0781 | 1.3221 | 1.1498 |
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- | No log | 10.6364 | 234 | 1.3172 | 0.1142 | 1.3172 | 1.1477 |
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- | No log | 10.7273 | 236 | 1.3800 | 0.1142 | 1.3800 | 1.1747 |
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- | No log | 10.8182 | 238 | 1.3491 | 0.1142 | 1.3491 | 1.1615 |
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- | No log | 10.9091 | 240 | 1.3438 | 0.1142 | 1.3438 | 1.1592 |
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- | No log | 11.0 | 242 | 1.3054 | 0.1288 | 1.3054 | 1.1426 |
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- | No log | 11.0909 | 244 | 1.2510 | 0.1288 | 1.2510 | 1.1185 |
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- | No log | 11.1818 | 246 | 1.1995 | 0.0556 | 1.1995 | 1.0952 |
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- | No log | 11.2727 | 248 | 1.2131 | 0.0401 | 1.2131 | 1.1014 |
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- | No log | 11.3636 | 250 | 1.3156 | 0.1052 | 1.3156 | 1.1470 |
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- | No log | 11.4545 | 252 | 1.4461 | 0.2184 | 1.4461 | 1.2026 |
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- | No log | 11.5455 | 254 | 1.4465 | 0.2184 | 1.4465 | 1.2027 |
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- | No log | 11.6364 | 256 | 1.3037 | 0.1587 | 1.3037 | 1.1418 |
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- | No log | 11.7273 | 258 | 1.1168 | 0.1555 | 1.1168 | 1.0568 |
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- | No log | 11.8182 | 260 | 1.0962 | 0.1849 | 1.0962 | 1.0470 |
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- | No log | 11.9091 | 262 | 1.1887 | 0.1795 | 1.1887 | 1.0903 |
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- | No log | 12.0 | 264 | 1.3770 | 0.2315 | 1.3770 | 1.1735 |
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- | No log | 12.0909 | 266 | 1.5718 | 0.2522 | 1.5718 | 1.2537 |
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- | No log | 12.1818 | 268 | 1.5556 | 0.1943 | 1.5556 | 1.2472 |
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- | No log | 12.2727 | 270 | 1.4144 | 0.1407 | 1.4144 | 1.1893 |
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- | No log | 12.3636 | 272 | 1.2094 | 0.0781 | 1.2094 | 1.0997 |
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- | No log | 12.4545 | 274 | 1.1110 | 0.1500 | 1.1110 | 1.0541 |
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- | No log | 12.5455 | 276 | 1.1221 | 0.0781 | 1.1221 | 1.0593 |
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- | No log | 12.6364 | 278 | 1.2266 | 0.1407 | 1.2266 | 1.1075 |
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- | No log | 12.7273 | 280 | 1.3332 | 0.2184 | 1.3332 | 1.1547 |
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- | No log | 12.8182 | 282 | 1.4237 | 0.2239 | 1.4237 | 1.1932 |
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- | No log | 12.9091 | 284 | 1.3954 | 0.2522 | 1.3954 | 1.1813 |
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- | No log | 13.0 | 286 | 1.3117 | 0.2015 | 1.3117 | 1.1453 |
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- | No log | 13.0909 | 288 | 1.3208 | 0.1552 | 1.3208 | 1.1493 |
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- | No log | 13.1818 | 290 | 1.3868 | 0.1052 | 1.3868 | 1.1776 |
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- | No log | 13.2727 | 292 | 1.5122 | 0.1744 | 1.5122 | 1.2297 |
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- | No log | 13.3636 | 294 | 1.6198 | 0.2058 | 1.6198 | 1.2727 |
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- | No log | 13.4545 | 296 | 1.5738 | 0.2270 | 1.5738 | 1.2545 |
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- | No log | 13.5455 | 298 | 1.4616 | 0.2239 | 1.4616 | 1.2090 |
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- | No log | 13.6364 | 300 | 1.3510 | 0.1562 | 1.3510 | 1.1623 |
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- | No log | 13.7273 | 302 | 1.2568 | 0.0781 | 1.2568 | 1.1211 |
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- | No log | 13.8182 | 304 | 1.2275 | 0.0401 | 1.2275 | 1.1079 |
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- | No log | 13.9091 | 306 | 1.2253 | 0.0401 | 1.2253 | 1.1069 |
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- | No log | 14.0 | 308 | 1.2470 | 0.0401 | 1.2470 | 1.1167 |
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- | No log | 14.0909 | 310 | 1.2925 | 0.0401 | 1.2925 | 1.1369 |
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- | No log | 14.1818 | 312 | 1.3433 | 0.0781 | 1.3433 | 1.1590 |
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- | No log | 14.2727 | 314 | 1.4639 | 0.1744 | 1.4639 | 1.2099 |
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- | No log | 14.3636 | 316 | 1.4725 | 0.1142 | 1.4725 | 1.2135 |
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- | No log | 14.4545 | 318 | 1.3810 | 0.0401 | 1.3810 | 1.1751 |
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- | No log | 14.5455 | 320 | 1.3313 | 0.0401 | 1.3313 | 1.1538 |
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- | No log | 14.6364 | 322 | 1.3294 | 0.0781 | 1.3294 | 1.1530 |
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- | No log | 14.7273 | 324 | 1.3522 | 0.2065 | 1.3522 | 1.1629 |
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- | No log | 14.8182 | 326 | 1.3838 | 0.2647 | 1.3838 | 1.1764 |
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- | No log | 14.9091 | 328 | 1.3695 | 0.2363 | 1.3695 | 1.1703 |
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- | No log | 15.0 | 330 | 1.2853 | 0.2313 | 1.2853 | 1.1337 |
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- | No log | 15.0909 | 332 | 1.2293 | 0.1966 | 1.2293 | 1.1087 |
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- | No log | 15.1818 | 334 | 1.2132 | 0.1886 | 1.2132 | 1.1015 |
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- | No log | 15.2727 | 336 | 1.2265 | 0.0781 | 1.2265 | 1.1075 |
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- | No log | 15.3636 | 338 | 1.2217 | 0.0401 | 1.2217 | 1.1053 |
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- | No log | 15.4545 | 340 | 1.2277 | 0.0401 | 1.2277 | 1.1080 |
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- | No log | 15.5455 | 342 | 1.2391 | 0.0401 | 1.2391 | 1.1132 |
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- | No log | 15.6364 | 344 | 1.3410 | 0.0401 | 1.3410 | 1.1580 |
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- | No log | 15.7273 | 346 | 1.4680 | 0.1142 | 1.4680 | 1.2116 |
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- | No log | 15.8182 | 348 | 1.5310 | 0.0781 | 1.5310 | 1.2373 |
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- | No log | 15.9091 | 350 | 1.5463 | 0.1744 | 1.5463 | 1.2435 |
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- | No log | 16.0 | 352 | 1.5859 | 0.2372 | 1.5859 | 1.2593 |
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- | No log | 16.0909 | 354 | 1.5618 | 0.2372 | 1.5618 | 1.2497 |
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- | No log | 16.1818 | 356 | 1.4245 | 0.1886 | 1.4245 | 1.1935 |
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- | No log | 16.2727 | 358 | 1.2946 | 0.0556 | 1.2946 | 1.1378 |
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- | No log | 16.3636 | 360 | 1.2128 | 0.0556 | 1.2128 | 1.1013 |
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- | No log | 16.4545 | 362 | 1.2293 | 0.0781 | 1.2293 | 1.1087 |
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- | No log | 16.5455 | 364 | 1.2827 | 0.1142 | 1.2827 | 1.1326 |
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- | No log | 16.6364 | 366 | 1.3278 | 0.2372 | 1.3278 | 1.1523 |
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- | No log | 16.7273 | 368 | 1.3299 | 0.2424 | 1.3299 | 1.1532 |
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- | No log | 16.8182 | 370 | 1.2362 | 0.1562 | 1.2362 | 1.1118 |
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- | No log | 16.9091 | 372 | 1.2020 | 0.0878 | 1.2020 | 1.0964 |
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- | No log | 17.0 | 374 | 1.2483 | 0.0510 | 1.2483 | 1.1173 |
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- | No log | 17.0909 | 376 | 1.3017 | 0.0510 | 1.3017 | 1.1409 |
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- | No log | 17.1818 | 378 | 1.3089 | 0.0510 | 1.3089 | 1.1441 |
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- | No log | 17.2727 | 380 | 1.3423 | 0.1562 | 1.3423 | 1.1586 |
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- | No log | 17.3636 | 382 | 1.3394 | 0.2126 | 1.3394 | 1.1573 |
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- | No log | 17.4545 | 384 | 1.3506 | 0.2424 | 1.3506 | 1.1621 |
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- | No log | 17.5455 | 386 | 1.2205 | 0.1370 | 1.2205 | 1.1048 |
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- | No log | 17.6364 | 388 | 1.0724 | 0.0618 | 1.0724 | 1.0356 |
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- | No log | 17.7273 | 390 | 1.0320 | 0.1047 | 1.0320 | 1.0159 |
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- | No log | 17.8182 | 392 | 1.0916 | 0.0433 | 1.0916 | 1.0448 |
248
- | No log | 17.9091 | 394 | 1.2154 | 0.0401 | 1.2154 | 1.1025 |
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- | No log | 18.0 | 396 | 1.2684 | 0.0401 | 1.2684 | 1.1262 |
250
- | No log | 18.0909 | 398 | 1.2639 | 0.0401 | 1.2639 | 1.1242 |
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- | No log | 18.1818 | 400 | 1.2900 | 0.0781 | 1.2900 | 1.1358 |
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- | No log | 18.2727 | 402 | 1.3361 | 0.1228 | 1.3361 | 1.1559 |
253
- | No log | 18.3636 | 404 | 1.3394 | 0.1562 | 1.3394 | 1.1573 |
254
- | No log | 18.4545 | 406 | 1.3904 | 0.2424 | 1.3904 | 1.1791 |
255
- | No log | 18.5455 | 408 | 1.3826 | 0.2424 | 1.3826 | 1.1758 |
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- | No log | 18.6364 | 410 | 1.3514 | 0.1486 | 1.3514 | 1.1625 |
257
- | No log | 18.7273 | 412 | 1.3661 | 0.1486 | 1.3661 | 1.1688 |
258
- | No log | 18.8182 | 414 | 1.3542 | 0.0401 | 1.3542 | 1.1637 |
259
- | No log | 18.9091 | 416 | 1.3066 | 0.0401 | 1.3066 | 1.1431 |
260
- | No log | 19.0 | 418 | 1.2852 | 0.0 | 1.2852 | 1.1337 |
261
- | No log | 19.0909 | 420 | 1.2439 | 0.0 | 1.2439 | 1.1153 |
262
- | No log | 19.1818 | 422 | 1.2005 | 0.0 | 1.2005 | 1.0957 |
263
- | No log | 19.2727 | 424 | 1.1554 | 0.0 | 1.1554 | 1.0749 |
264
- | No log | 19.3636 | 426 | 1.1571 | 0.0155 | 1.1571 | 1.0757 |
265
- | No log | 19.4545 | 428 | 1.1551 | 0.1397 | 1.1551 | 1.0747 |
266
- | No log | 19.5455 | 430 | 1.2344 | 0.2424 | 1.2344 | 1.1110 |
267
- | No log | 19.6364 | 432 | 1.3276 | 0.2424 | 1.3276 | 1.1522 |
268
- | No log | 19.7273 | 434 | 1.3613 | 0.2424 | 1.3613 | 1.1667 |
269
- | No log | 19.8182 | 436 | 1.3560 | 0.2424 | 1.3560 | 1.1645 |
270
- | No log | 19.9091 | 438 | 1.3882 | 0.2424 | 1.3882 | 1.1782 |
271
- | No log | 20.0 | 440 | 1.3912 | 0.2372 | 1.3912 | 1.1795 |
272
- | No log | 20.0909 | 442 | 1.3728 | 0.1142 | 1.3728 | 1.1717 |
273
- | No log | 20.1818 | 444 | 1.3151 | 0.0401 | 1.3151 | 1.1468 |
274
- | No log | 20.2727 | 446 | 1.2470 | 0.0401 | 1.2470 | 1.1167 |
275
- | No log | 20.3636 | 448 | 1.1991 | 0.0931 | 1.1991 | 1.0950 |
276
- | No log | 20.4545 | 450 | 1.2290 | 0.1486 | 1.2290 | 1.1086 |
277
- | No log | 20.5455 | 452 | 1.2172 | 0.1486 | 1.2172 | 1.1033 |
278
- | No log | 20.6364 | 454 | 1.2484 | 0.1486 | 1.2484 | 1.1173 |
279
- | No log | 20.7273 | 456 | 1.2303 | 0.0401 | 1.2303 | 1.1092 |
280
- | No log | 20.8182 | 458 | 1.2594 | 0.0401 | 1.2594 | 1.1222 |
281
- | No log | 20.9091 | 460 | 1.3197 | 0.0401 | 1.3197 | 1.1488 |
282
- | No log | 21.0 | 462 | 1.3730 | 0.0401 | 1.3730 | 1.1717 |
283
- | No log | 21.0909 | 464 | 1.3819 | 0.0401 | 1.3819 | 1.1755 |
284
- | No log | 21.1818 | 466 | 1.4318 | 0.0401 | 1.4318 | 1.1966 |
285
- | No log | 21.2727 | 468 | 1.4856 | 0.0781 | 1.4856 | 1.2188 |
286
- | No log | 21.3636 | 470 | 1.4851 | 0.2065 | 1.4851 | 1.2187 |
287
- | No log | 21.4545 | 472 | 1.4371 | 0.2372 | 1.4371 | 1.1988 |
288
- | No log | 21.5455 | 474 | 1.5109 | 0.2292 | 1.5109 | 1.2292 |
289
- | No log | 21.6364 | 476 | 1.4977 | 0.2292 | 1.4977 | 1.2238 |
290
- | No log | 21.7273 | 478 | 1.3963 | 0.2474 | 1.3963 | 1.1817 |
291
- | No log | 21.8182 | 480 | 1.3293 | 0.1744 | 1.3293 | 1.1530 |
292
- | No log | 21.9091 | 482 | 1.3697 | 0.1407 | 1.3697 | 1.1704 |
293
- | No log | 22.0 | 484 | 1.3930 | 0.0401 | 1.3930 | 1.1803 |
294
- | No log | 22.0909 | 486 | 1.3572 | 0.0401 | 1.3572 | 1.1650 |
295
- | No log | 22.1818 | 488 | 1.2608 | 0.0401 | 1.2608 | 1.1229 |
296
- | No log | 22.2727 | 490 | 1.1685 | 0.0401 | 1.1685 | 1.0810 |
297
- | No log | 22.3636 | 492 | 1.1285 | 0.0401 | 1.1285 | 1.0623 |
298
- | No log | 22.4545 | 494 | 1.0441 | 0.0833 | 1.0441 | 1.0218 |
299
- | No log | 22.5455 | 496 | 0.9807 | 0.2700 | 0.9807 | 0.9903 |
300
- | No log | 22.6364 | 498 | 0.9520 | 0.2449 | 0.9520 | 0.9757 |
301
- | 0.2608 | 22.7273 | 500 | 1.0317 | 0.2368 | 1.0317 | 1.0157 |
302
- | 0.2608 | 22.8182 | 502 | 1.1846 | 0.2065 | 1.1846 | 1.0884 |
303
- | 0.2608 | 22.9091 | 504 | 1.3328 | 0.2372 | 1.3328 | 1.1545 |
304
- | 0.2608 | 23.0 | 506 | 1.4303 | 0.2372 | 1.4303 | 1.1960 |
305
- | 0.2608 | 23.0909 | 508 | 1.4554 | 0.2372 | 1.4554 | 1.2064 |
306
- | 0.2608 | 23.1818 | 510 | 1.4008 | 0.0781 | 1.4008 | 1.1836 |
307
- | 0.2608 | 23.2727 | 512 | 1.3033 | 0.0401 | 1.3033 | 1.1416 |
308
- | 0.2608 | 23.3636 | 514 | 1.2480 | 0.0401 | 1.2480 | 1.1171 |
309
- | 0.2608 | 23.4545 | 516 | 1.2170 | 0.0401 | 1.2170 | 1.1032 |
310
- | 0.2608 | 23.5455 | 518 | 1.1636 | 0.1202 | 1.1636 | 1.0787 |
 
311
 
312
 
313
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k10_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_k10_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: 1.3983
19
+ - Qwk: 0.2474
20
+ - Mse: 1.3983
21
+ - Rmse: 1.1825
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0833 | 2 | 4.0352 | -0.0008 | 4.0352 | 2.0088 |
53
+ | No log | 0.1667 | 4 | 2.5663 | -0.0088 | 2.5663 | 1.6020 |
54
+ | No log | 0.25 | 6 | 1.7523 | 0.0435 | 1.7523 | 1.3237 |
55
+ | No log | 0.3333 | 8 | 1.1986 | 0.1255 | 1.1986 | 1.0948 |
56
+ | No log | 0.4167 | 10 | 1.0601 | 0.2663 | 1.0601 | 1.0296 |
57
+ | No log | 0.5 | 12 | 1.1813 | -0.0075 | 1.1813 | 1.0869 |
58
+ | No log | 0.5833 | 14 | 1.2480 | 0.0021 | 1.2480 | 1.1171 |
59
+ | No log | 0.6667 | 16 | 1.1057 | 0.1062 | 1.1057 | 1.0515 |
60
+ | No log | 0.75 | 18 | 1.0794 | 0.2366 | 1.0794 | 1.0389 |
61
+ | No log | 0.8333 | 20 | 1.1134 | 0.2293 | 1.1134 | 1.0552 |
62
+ | No log | 0.9167 | 22 | 1.2043 | 0.0790 | 1.2043 | 1.0974 |
63
+ | No log | 1.0 | 24 | 1.1877 | 0.1205 | 1.1877 | 1.0898 |
64
+ | No log | 1.0833 | 26 | 1.1884 | 0.1618 | 1.1884 | 1.0902 |
65
+ | No log | 1.1667 | 28 | 1.5477 | 0.0399 | 1.5477 | 1.2440 |
66
+ | No log | 1.25 | 30 | 1.5679 | 0.0 | 1.5679 | 1.2522 |
67
+ | No log | 1.3333 | 32 | 1.2898 | 0.0996 | 1.2898 | 1.1357 |
68
+ | No log | 1.4167 | 34 | 1.0327 | 0.1521 | 1.0327 | 1.0162 |
69
+ | No log | 1.5 | 36 | 1.0051 | 0.1713 | 1.0051 | 1.0025 |
70
+ | No log | 1.5833 | 38 | 0.9994 | 0.1313 | 0.9994 | 0.9997 |
71
+ | No log | 1.6667 | 40 | 1.0764 | 0.0941 | 1.0764 | 1.0375 |
72
+ | No log | 1.75 | 42 | 1.0842 | 0.1537 | 1.0842 | 1.0412 |
73
+ | No log | 1.8333 | 44 | 0.9882 | 0.1685 | 0.9882 | 0.9941 |
74
+ | No log | 1.9167 | 46 | 0.9861 | 0.2746 | 0.9861 | 0.9930 |
75
+ | No log | 2.0 | 48 | 0.9850 | 0.1532 | 0.9850 | 0.9925 |
76
+ | No log | 2.0833 | 50 | 1.0110 | 0.2108 | 1.0110 | 1.0055 |
77
+ | No log | 2.1667 | 52 | 1.1221 | 0.1846 | 1.1221 | 1.0593 |
78
+ | No log | 2.25 | 54 | 1.1521 | 0.2040 | 1.1521 | 1.0734 |
79
+ | No log | 2.3333 | 56 | 1.0662 | 0.2895 | 1.0662 | 1.0326 |
80
+ | No log | 2.4167 | 58 | 1.0357 | 0.2574 | 1.0357 | 1.0177 |
81
+ | No log | 2.5 | 60 | 0.9391 | 0.2251 | 0.9391 | 0.9691 |
82
+ | No log | 2.5833 | 62 | 0.9399 | 0.2276 | 0.9399 | 0.9695 |
83
+ | No log | 2.6667 | 64 | 1.1240 | 0.2149 | 1.1240 | 1.0602 |
84
+ | No log | 2.75 | 66 | 1.3706 | 0.0636 | 1.3706 | 1.1707 |
85
+ | No log | 2.8333 | 68 | 1.3196 | 0.1986 | 1.3196 | 1.1487 |
86
+ | No log | 2.9167 | 70 | 1.1581 | 0.1893 | 1.1581 | 1.0762 |
87
+ | No log | 3.0 | 72 | 1.1241 | 0.2567 | 1.1241 | 1.0603 |
88
+ | No log | 3.0833 | 74 | 1.3890 | 0.2650 | 1.3890 | 1.1786 |
89
+ | No log | 3.1667 | 76 | 1.6219 | 0.1575 | 1.6219 | 1.2735 |
90
+ | No log | 3.25 | 78 | 1.3374 | 0.2729 | 1.3374 | 1.1565 |
91
+ | No log | 3.3333 | 80 | 1.0166 | 0.2636 | 1.0166 | 1.0083 |
92
+ | No log | 3.4167 | 82 | 1.0139 | 0.2505 | 1.0139 | 1.0069 |
93
+ | No log | 3.5 | 84 | 1.3258 | 0.2812 | 1.3258 | 1.1514 |
94
+ | No log | 3.5833 | 86 | 1.7866 | 0.0094 | 1.7866 | 1.3366 |
95
+ | No log | 3.6667 | 88 | 1.6854 | 0.0864 | 1.6854 | 1.2982 |
96
+ | No log | 3.75 | 90 | 1.2644 | 0.2795 | 1.2644 | 1.1245 |
97
+ | No log | 3.8333 | 92 | 0.9626 | 0.2167 | 0.9626 | 0.9811 |
98
+ | No log | 3.9167 | 94 | 0.9549 | 0.2577 | 0.9549 | 0.9772 |
99
+ | No log | 4.0 | 96 | 1.0026 | 0.2238 | 1.0026 | 1.0013 |
100
+ | No log | 4.0833 | 98 | 1.1934 | 0.2203 | 1.1934 | 1.0924 |
101
+ | No log | 4.1667 | 100 | 1.4696 | -0.0122 | 1.4696 | 1.2123 |
102
+ | No log | 4.25 | 102 | 1.4692 | 0.0033 | 1.4692 | 1.2121 |
103
+ | No log | 4.3333 | 104 | 1.2665 | 0.2477 | 1.2665 | 1.1254 |
104
+ | No log | 4.4167 | 106 | 1.2111 | 0.2409 | 1.2111 | 1.1005 |
105
+ | No log | 4.5 | 108 | 1.3189 | 0.2195 | 1.3189 | 1.1484 |
106
+ | No log | 4.5833 | 110 | 1.4690 | 0.2588 | 1.4690 | 1.2120 |
107
+ | No log | 4.6667 | 112 | 1.5949 | 0.2511 | 1.5949 | 1.2629 |
108
+ | No log | 4.75 | 114 | 1.5121 | 0.2771 | 1.5121 | 1.2297 |
109
+ | No log | 4.8333 | 116 | 1.3074 | 0.2686 | 1.3074 | 1.1434 |
110
+ | No log | 4.9167 | 118 | 1.3081 | 0.2686 | 1.3081 | 1.1437 |
111
+ | No log | 5.0 | 120 | 1.5025 | 0.2292 | 1.5025 | 1.2258 |
112
+ | No log | 5.0833 | 122 | 1.6248 | 0.1902 | 1.6248 | 1.2747 |
113
+ | No log | 5.1667 | 124 | 1.5718 | 0.2342 | 1.5718 | 1.2537 |
114
+ | No log | 5.25 | 126 | 1.3995 | 0.2506 | 1.3995 | 1.1830 |
115
+ | No log | 5.3333 | 128 | 1.2788 | 0.2284 | 1.2788 | 1.1309 |
116
+ | No log | 5.4167 | 130 | 1.3171 | 0.2203 | 1.3171 | 1.1476 |
117
+ | No log | 5.5 | 132 | 1.3586 | 0.2203 | 1.3586 | 1.1656 |
118
+ | No log | 5.5833 | 134 | 1.4579 | 0.2555 | 1.4579 | 1.2075 |
119
+ | No log | 5.6667 | 136 | 1.4811 | 0.2555 | 1.4811 | 1.2170 |
120
+ | No log | 5.75 | 138 | 1.3859 | 0.1814 | 1.3859 | 1.1772 |
121
+ | No log | 5.8333 | 140 | 1.1880 | 0.2284 | 1.1880 | 1.0900 |
122
+ | No log | 5.9167 | 142 | 1.1414 | 0.1911 | 1.1414 | 1.0684 |
123
+ | No log | 6.0 | 144 | 1.2516 | 0.2730 | 1.2516 | 1.1187 |
124
+ | No log | 6.0833 | 146 | 1.5819 | 0.2123 | 1.5819 | 1.2577 |
125
+ | No log | 6.1667 | 148 | 1.6958 | 0.2317 | 1.6958 | 1.3022 |
126
+ | No log | 6.25 | 150 | 1.5634 | 0.2004 | 1.5634 | 1.2504 |
127
+ | No log | 6.3333 | 152 | 1.3771 | 0.2203 | 1.3771 | 1.1735 |
128
+ | No log | 6.4167 | 154 | 1.3233 | 0.2203 | 1.3233 | 1.1503 |
129
+ | No log | 6.5 | 156 | 1.2985 | 0.2143 | 1.2985 | 1.1395 |
130
+ | No log | 6.5833 | 158 | 1.3727 | 0.2455 | 1.3727 | 1.1716 |
131
+ | No log | 6.6667 | 160 | 1.3682 | 0.2506 | 1.3682 | 1.1697 |
132
+ | No log | 6.75 | 162 | 1.4666 | 0.2075 | 1.4666 | 1.2110 |
133
+ | No log | 6.8333 | 164 | 1.4635 | 0.2075 | 1.4635 | 1.2098 |
134
+ | No log | 6.9167 | 166 | 1.4071 | 0.2203 | 1.4071 | 1.1862 |
135
+ | No log | 7.0 | 168 | 1.4190 | 0.1886 | 1.4190 | 1.1912 |
136
+ | No log | 7.0833 | 170 | 1.4292 | 0.1886 | 1.4292 | 1.1955 |
137
+ | No log | 7.1667 | 172 | 1.5007 | 0.2075 | 1.5007 | 1.2250 |
138
+ | No log | 7.25 | 174 | 1.5722 | 0.2690 | 1.5722 | 1.2539 |
139
+ | No log | 7.3333 | 176 | 1.5043 | 0.2731 | 1.5043 | 1.2265 |
140
+ | No log | 7.4167 | 178 | 1.3431 | 0.2772 | 1.3431 | 1.1589 |
141
+ | No log | 7.5 | 180 | 1.4585 | 0.2731 | 1.4585 | 1.2077 |
142
+ | No log | 7.5833 | 182 | 1.7299 | 0.2159 | 1.7299 | 1.3153 |
143
+ | No log | 7.6667 | 184 | 1.7352 | 0.2317 | 1.7352 | 1.3173 |
144
+ | No log | 7.75 | 186 | 1.5628 | 0.2568 | 1.5628 | 1.2501 |
145
+ | No log | 7.8333 | 188 | 1.4024 | 0.2260 | 1.4024 | 1.1842 |
146
+ | No log | 7.9167 | 190 | 1.2963 | 0.1628 | 1.2963 | 1.1386 |
147
+ | No log | 8.0 | 192 | 1.2805 | 0.1628 | 1.2805 | 1.1316 |
148
+ | No log | 8.0833 | 194 | 1.3125 | 0.2260 | 1.3125 | 1.1456 |
149
+ | No log | 8.1667 | 196 | 1.3113 | 0.2555 | 1.3113 | 1.1451 |
150
+ | No log | 8.25 | 198 | 1.3185 | 0.2795 | 1.3185 | 1.1483 |
151
+ | No log | 8.3333 | 200 | 1.2960 | 0.2602 | 1.2960 | 1.1384 |
152
+ | No log | 8.4167 | 202 | 1.2147 | 0.2752 | 1.2147 | 1.1021 |
153
+ | No log | 8.5 | 204 | 1.1180 | 0.3018 | 1.1180 | 1.0574 |
154
+ | No log | 8.5833 | 206 | 1.1664 | 0.2752 | 1.1664 | 1.0800 |
155
+ | No log | 8.6667 | 208 | 1.4190 | 0.2126 | 1.4190 | 1.1912 |
156
+ | No log | 8.75 | 210 | 1.6396 | 0.2004 | 1.6396 | 1.2805 |
157
+ | No log | 8.8333 | 212 | 1.6244 | 0.1703 | 1.6244 | 1.2745 |
158
+ | No log | 8.9167 | 214 | 1.5953 | 0.1703 | 1.5953 | 1.2630 |
159
+ | No log | 9.0 | 216 | 1.6725 | 0.1832 | 1.6725 | 1.2933 |
160
+ | No log | 9.0833 | 218 | 1.6321 | 0.1832 | 1.6321 | 1.2775 |
161
+ | No log | 9.1667 | 220 | 1.5327 | 0.1880 | 1.5327 | 1.2380 |
162
+ | No log | 9.25 | 222 | 1.4010 | 0.2424 | 1.4010 | 1.1836 |
163
+ | No log | 9.3333 | 224 | 1.2425 | 0.2752 | 1.2425 | 1.1147 |
164
+ | No log | 9.4167 | 226 | 1.2208 | 0.2143 | 1.2208 | 1.1049 |
165
+ | No log | 9.5 | 228 | 1.2476 | 0.1407 | 1.2476 | 1.1170 |
166
+ | No log | 9.5833 | 230 | 1.3333 | 0.2474 | 1.3333 | 1.1547 |
167
+ | No log | 9.6667 | 232 | 1.3855 | 0.2342 | 1.3855 | 1.1771 |
168
+ | No log | 9.75 | 234 | 1.3579 | 0.2771 | 1.3579 | 1.1653 |
169
+ | No log | 9.8333 | 236 | 1.4897 | 0.2474 | 1.4897 | 1.2205 |
170
+ | No log | 9.9167 | 238 | 1.4006 | 0.2638 | 1.4006 | 1.1835 |
171
+ | No log | 10.0 | 240 | 1.3743 | 0.2638 | 1.3743 | 1.1723 |
172
+ | No log | 10.0833 | 242 | 1.3768 | 0.2771 | 1.3768 | 1.1734 |
173
+ | No log | 10.1667 | 244 | 1.3495 | 0.2793 | 1.3495 | 1.1617 |
174
+ | No log | 10.25 | 246 | 1.4718 | 0.2752 | 1.4718 | 1.2132 |
175
+ | No log | 10.3333 | 248 | 1.4200 | 0.2474 | 1.4200 | 1.1917 |
176
+ | No log | 10.4167 | 250 | 1.2676 | 0.2474 | 1.2676 | 1.1259 |
177
+ | No log | 10.5 | 252 | 1.0789 | 0.1202 | 1.0789 | 1.0387 |
178
+ | No log | 10.5833 | 254 | 1.0118 | 0.0636 | 1.0118 | 1.0059 |
179
+ | No log | 10.6667 | 256 | 1.0706 | 0.1351 | 1.0706 | 1.0347 |
180
+ | No log | 10.75 | 258 | 1.3147 | 0.2752 | 1.3147 | 1.1466 |
181
+ | No log | 10.8333 | 260 | 1.6123 | 0.2832 | 1.6123 | 1.2698 |
182
+ | No log | 10.9167 | 262 | 1.6841 | 0.2653 | 1.6841 | 1.2977 |
183
+ | No log | 11.0 | 264 | 1.5789 | 0.2474 | 1.5789 | 1.2565 |
184
+ | No log | 11.0833 | 266 | 1.3984 | 0.2474 | 1.3984 | 1.1825 |
185
+ | No log | 11.1667 | 268 | 1.2044 | 0.1552 | 1.2044 | 1.0974 |
186
+ | No log | 11.25 | 270 | 1.1842 | 0.1552 | 1.1842 | 1.0882 |
187
+ | No log | 11.3333 | 272 | 1.3269 | 0.2506 | 1.3269 | 1.1519 |
188
+ | No log | 11.4167 | 274 | 1.6765 | 0.1807 | 1.6765 | 1.2948 |
189
+ | No log | 11.5 | 276 | 1.8767 | 0.2098 | 1.8767 | 1.3699 |
190
+ | No log | 11.5833 | 278 | 1.8471 | 0.2007 | 1.8471 | 1.3591 |
191
+ | No log | 11.6667 | 280 | 1.6938 | 0.2611 | 1.6938 | 1.3015 |
192
+ | No log | 11.75 | 282 | 1.4795 | 0.1814 | 1.4795 | 1.2163 |
193
+ | No log | 11.8333 | 284 | 1.2762 | 0.0833 | 1.2762 | 1.1297 |
194
+ | No log | 11.9167 | 286 | 1.2057 | 0.0445 | 1.2057 | 1.0980 |
195
+ | No log | 12.0 | 288 | 1.2149 | 0.0445 | 1.2149 | 1.1022 |
196
+ | No log | 12.0833 | 290 | 1.2557 | 0.1202 | 1.2557 | 1.1206 |
197
+ | No log | 12.1667 | 292 | 1.4021 | 0.1486 | 1.4021 | 1.1841 |
198
+ | No log | 12.25 | 294 | 1.6196 | 0.2437 | 1.6196 | 1.2726 |
199
+ | No log | 12.3333 | 296 | 1.7535 | 0.2252 | 1.7535 | 1.3242 |
200
+ | No log | 12.4167 | 298 | 1.6609 | 0.2252 | 1.6609 | 1.2888 |
201
+ | No log | 12.5 | 300 | 1.3912 | 0.2690 | 1.3912 | 1.1795 |
202
+ | No log | 12.5833 | 302 | 1.1731 | 0.1202 | 1.1731 | 1.0831 |
203
+ | No log | 12.6667 | 304 | 1.1366 | 0.0741 | 1.1366 | 1.0661 |
204
+ | No log | 12.75 | 306 | 1.2355 | 0.0833 | 1.2355 | 1.1115 |
205
+ | No log | 12.8333 | 308 | 1.3944 | 0.2455 | 1.3944 | 1.1808 |
206
+ | No log | 12.9167 | 310 | 1.5148 | 0.2239 | 1.5148 | 1.2308 |
207
+ | No log | 13.0 | 312 | 1.4988 | 0.2239 | 1.4988 | 1.2243 |
208
+ | No log | 13.0833 | 314 | 1.5559 | 0.2239 | 1.5559 | 1.2474 |
209
+ | No log | 13.1667 | 316 | 1.4832 | 0.2239 | 1.4832 | 1.2179 |
210
+ | No log | 13.25 | 318 | 1.3995 | 0.2455 | 1.3995 | 1.1830 |
211
+ | No log | 13.3333 | 320 | 1.4343 | 0.1486 | 1.4343 | 1.1976 |
212
+ | No log | 13.4167 | 322 | 1.4591 | 0.1814 | 1.4591 | 1.2079 |
213
+ | No log | 13.5 | 324 | 1.4408 | 0.1486 | 1.4408 | 1.2003 |
214
+ | No log | 13.5833 | 326 | 1.3864 | 0.2143 | 1.3864 | 1.1774 |
215
+ | No log | 13.6667 | 328 | 1.3341 | 0.2260 | 1.3341 | 1.1550 |
216
+ | No log | 13.75 | 330 | 1.3601 | 0.2555 | 1.3601 | 1.1662 |
217
+ | No log | 13.8333 | 332 | 1.4814 | 0.2568 | 1.4814 | 1.2171 |
218
+ | No log | 13.9167 | 334 | 1.4546 | 0.2952 | 1.4546 | 1.2061 |
219
+ | No log | 14.0 | 336 | 1.2799 | 0.2367 | 1.2799 | 1.1313 |
220
+ | No log | 14.0833 | 338 | 1.2305 | 0.2752 | 1.2305 | 1.1093 |
221
+ | No log | 14.1667 | 340 | 1.3341 | 0.2837 | 1.3341 | 1.1550 |
222
+ | No log | 14.25 | 342 | 1.4599 | 0.2437 | 1.4599 | 1.2082 |
223
+ | No log | 14.3333 | 344 | 1.4253 | 0.2771 | 1.4253 | 1.1939 |
224
+ | No log | 14.4167 | 346 | 1.3666 | 0.2731 | 1.3666 | 1.1690 |
225
+ | No log | 14.5 | 348 | 1.3897 | 0.2809 | 1.3897 | 1.1788 |
226
+ | No log | 14.5833 | 350 | 1.5547 | 0.2110 | 1.5547 | 1.2469 |
227
+ | No log | 14.6667 | 352 | 1.6156 | 0.2159 | 1.6156 | 1.2711 |
228
+ | No log | 14.75 | 354 | 1.5334 | 0.2482 | 1.5334 | 1.2383 |
229
+ | No log | 14.8333 | 356 | 1.4175 | 0.2474 | 1.4175 | 1.1906 |
230
+ | No log | 14.9167 | 358 | 1.3552 | 0.1744 | 1.3552 | 1.1641 |
231
+ | No log | 15.0 | 360 | 1.4013 | 0.1407 | 1.4013 | 1.1838 |
232
+ | No log | 15.0833 | 362 | 1.4680 | 0.1880 | 1.4680 | 1.2116 |
233
+ | No log | 15.1667 | 364 | 1.5285 | 0.2239 | 1.5285 | 1.2363 |
234
+ | No log | 15.25 | 366 | 1.5441 | 0.2292 | 1.5441 | 1.2426 |
235
+ | No log | 15.3333 | 368 | 1.4437 | 0.2065 | 1.4437 | 1.2015 |
236
+ | No log | 15.4167 | 370 | 1.3655 | 0.1744 | 1.3655 | 1.1685 |
237
+ | No log | 15.5 | 372 | 1.3269 | 0.1744 | 1.3269 | 1.1519 |
238
+ | No log | 15.5833 | 374 | 1.2649 | 0.1142 | 1.2649 | 1.1247 |
239
+ | No log | 15.6667 | 376 | 1.2383 | 0.2143 | 1.2383 | 1.1128 |
240
+ | No log | 15.75 | 378 | 1.2661 | 0.2752 | 1.2661 | 1.1252 |
241
+ | No log | 15.8333 | 380 | 1.4465 | 0.2372 | 1.4465 | 1.2027 |
242
+ | No log | 15.9167 | 382 | 1.5816 | 0.2793 | 1.5816 | 1.2576 |
243
+ | No log | 16.0 | 384 | 1.6113 | 0.2793 | 1.6113 | 1.2694 |
244
+ | No log | 16.0833 | 386 | 1.5756 | 0.2752 | 1.5756 | 1.2552 |
245
+ | No log | 16.1667 | 388 | 1.4816 | 0.2424 | 1.4816 | 1.2172 |
246
+ | No log | 16.25 | 390 | 1.4085 | 0.2665 | 1.4085 | 1.1868 |
247
+ | No log | 16.3333 | 392 | 1.3464 | 0.2665 | 1.3464 | 1.1603 |
248
+ | No log | 16.4167 | 394 | 1.3382 | 0.2665 | 1.3382 | 1.1568 |
249
+ | No log | 16.5 | 396 | 1.3575 | 0.2372 | 1.3575 | 1.1651 |
250
+ | No log | 16.5833 | 398 | 1.3644 | 0.2065 | 1.3644 | 1.1681 |
251
+ | No log | 16.6667 | 400 | 1.4127 | 0.2065 | 1.4127 | 1.1886 |
252
+ | No log | 16.75 | 402 | 1.4631 | 0.2709 | 1.4631 | 1.2096 |
253
+ | No log | 16.8333 | 404 | 1.3961 | 0.2752 | 1.3961 | 1.1816 |
254
+ | No log | 16.9167 | 406 | 1.2236 | 0.2372 | 1.2236 | 1.1062 |
255
+ | No log | 17.0 | 408 | 1.0384 | 0.1697 | 1.0384 | 1.0190 |
256
+ | No log | 17.0833 | 410 | 0.9779 | 0.1823 | 0.9779 | 0.9889 |
257
+ | No log | 17.1667 | 412 | 1.1020 | 0.3218 | 1.1020 | 1.0497 |
258
+ | No log | 17.25 | 414 | 1.4923 | 0.2906 | 1.4923 | 1.2216 |
259
+ | No log | 17.3333 | 416 | 1.7511 | 0.2182 | 1.7511 | 1.3233 |
260
+ | No log | 17.4167 | 418 | 1.7303 | 0.2419 | 1.7303 | 1.3154 |
261
+ | No log | 17.5 | 420 | 1.6217 | 0.2317 | 1.6217 | 1.2735 |
262
+ | No log | 17.5833 | 422 | 1.3988 | 0.1943 | 1.3988 | 1.1827 |
263
+ | No log | 17.6667 | 424 | 1.2633 | 0.1142 | 1.2633 | 1.1240 |
264
+ | No log | 17.75 | 426 | 1.2456 | 0.0781 | 1.2456 | 1.1161 |
265
+ | No log | 17.8333 | 428 | 1.2061 | 0.0781 | 1.2061 | 1.0982 |
266
+ | No log | 17.9167 | 430 | 1.1951 | 0.0781 | 1.1951 | 1.0932 |
267
+ | No log | 18.0 | 432 | 1.2323 | 0.1142 | 1.2323 | 1.1101 |
268
+ | No log | 18.0833 | 434 | 1.3101 | 0.1880 | 1.3101 | 1.1446 |
269
+ | No log | 18.1667 | 436 | 1.3525 | 0.2184 | 1.3525 | 1.1630 |
270
+ | No log | 18.25 | 438 | 1.4165 | 0.2474 | 1.4165 | 1.1902 |
271
+ | No log | 18.3333 | 440 | 1.3425 | 0.2184 | 1.3425 | 1.1587 |
272
+ | No log | 18.4167 | 442 | 1.2837 | 0.2372 | 1.2837 | 1.1330 |
273
+ | No log | 18.5 | 444 | 1.3206 | 0.2065 | 1.3206 | 1.1492 |
274
+ | No log | 18.5833 | 446 | 1.4195 | 0.2752 | 1.4195 | 1.1914 |
275
+ | No log | 18.6667 | 448 | 1.5000 | 0.2611 | 1.5000 | 1.2248 |
276
+ | No log | 18.75 | 450 | 1.4951 | 0.2611 | 1.4951 | 1.2228 |
277
+ | No log | 18.8333 | 452 | 1.4370 | 0.2752 | 1.4370 | 1.1987 |
278
+ | No log | 18.9167 | 454 | 1.4189 | 0.2372 | 1.4189 | 1.1912 |
279
+ | No log | 19.0 | 456 | 1.3634 | 0.2065 | 1.3634 | 1.1677 |
280
+ | No log | 19.0833 | 458 | 1.3168 | 0.2065 | 1.3168 | 1.1475 |
281
+ | No log | 19.1667 | 460 | 1.3290 | 0.2065 | 1.3290 | 1.1528 |
282
+ | No log | 19.25 | 462 | 1.3346 | 0.2065 | 1.3346 | 1.1553 |
283
+ | No log | 19.3333 | 464 | 1.4100 | 0.2126 | 1.4100 | 1.1875 |
284
+ | No log | 19.4167 | 466 | 1.5228 | 0.2611 | 1.5228 | 1.2340 |
285
+ | No log | 19.5 | 468 | 1.5449 | 0.2653 | 1.5449 | 1.2429 |
286
+ | No log | 19.5833 | 470 | 1.4577 | 0.2611 | 1.4577 | 1.2074 |
287
+ | No log | 19.6667 | 472 | 1.3642 | 0.1814 | 1.3642 | 1.1680 |
288
+ | No log | 19.75 | 474 | 1.2782 | 0.0781 | 1.2782 | 1.1306 |
289
+ | No log | 19.8333 | 476 | 1.2579 | 0.0781 | 1.2579 | 1.1215 |
290
+ | No log | 19.9167 | 478 | 1.2394 | 0.0781 | 1.2394 | 1.1133 |
291
+ | No log | 20.0 | 480 | 1.2108 | 0.0781 | 1.2108 | 1.1004 |
292
+ | No log | 20.0833 | 482 | 1.2052 | 0.1552 | 1.2052 | 1.0978 |
293
+ | No log | 20.1667 | 484 | 1.2992 | 0.2126 | 1.2992 | 1.1398 |
294
+ | No log | 20.25 | 486 | 1.4537 | 0.2611 | 1.4537 | 1.2057 |
295
+ | No log | 20.3333 | 488 | 1.6139 | 0.2770 | 1.6139 | 1.2704 |
296
+ | No log | 20.4167 | 490 | 1.5684 | 0.2832 | 1.5684 | 1.2524 |
297
+ | No log | 20.5 | 492 | 1.4371 | 0.2239 | 1.4371 | 1.1988 |
298
+ | No log | 20.5833 | 494 | 1.3202 | 0.1814 | 1.3202 | 1.1490 |
299
+ | No log | 20.6667 | 496 | 1.1937 | 0.1744 | 1.1937 | 1.0926 |
300
+ | No log | 20.75 | 498 | 1.1149 | 0.2424 | 1.1149 | 1.0559 |
301
+ | 0.2666 | 20.8333 | 500 | 1.1199 | 0.2614 | 1.1199 | 1.0583 |
302
+ | 0.2666 | 20.9167 | 502 | 1.2503 | 0.3291 | 1.2503 | 1.1182 |
303
+ | 0.2666 | 21.0 | 504 | 1.4427 | 0.2317 | 1.4427 | 1.2011 |
304
+ | 0.2666 | 21.0833 | 506 | 1.5034 | 0.2566 | 1.5034 | 1.2261 |
305
+ | 0.2666 | 21.1667 | 508 | 1.4563 | 0.2906 | 1.4563 | 1.2068 |
306
+ | 0.2666 | 21.25 | 510 | 1.4468 | 0.3018 | 1.4468 | 1.2028 |
307
+ | 0.2666 | 21.3333 | 512 | 1.3923 | 0.2474 | 1.3923 | 1.1800 |
308
+ | 0.2666 | 21.4167 | 514 | 1.3540 | 0.2126 | 1.3540 | 1.1636 |
309
+ | 0.2666 | 21.5 | 516 | 1.3588 | 0.1814 | 1.3588 | 1.1657 |
310
+ | 0.2666 | 21.5833 | 518 | 1.3834 | 0.2424 | 1.3834 | 1.1762 |
311
+ | 0.2666 | 21.6667 | 520 | 1.3983 | 0.2474 | 1.3983 | 1.1825 |
312
 
313
 
314
  ### Framework versions