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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task5_organization

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  1. README.md +271 -338
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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_k12_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_k12_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: 1.4426
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- - Qwk: 0.0401
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- - Mse: 1.4426
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- - Rmse: 1.2011
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  ## Model description
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@@ -49,338 +49,271 @@ 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 | 0.0690 | 2 | 4.2448 | -0.0160 | 4.2448 | 2.0603 |
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- | No log | 0.1379 | 4 | 2.3481 | 0.0014 | 2.3481 | 1.5324 |
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- | No log | 0.2069 | 6 | 1.8020 | 0.0318 | 1.8020 | 1.3424 |
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- | No log | 0.2759 | 8 | 1.8176 | 0.0429 | 1.8176 | 1.3482 |
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- | No log | 0.3448 | 10 | 1.5671 | 0.0408 | 1.5671 | 1.2518 |
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- | No log | 0.4138 | 12 | 1.3137 | 0.0 | 1.3137 | 1.1462 |
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- | No log | 0.4828 | 14 | 1.4668 | 0.0 | 1.4668 | 1.2111 |
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- | No log | 0.5517 | 16 | 1.4522 | 0.0 | 1.4522 | 1.2051 |
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- | No log | 0.6207 | 18 | 1.3676 | 0.0 | 1.3676 | 1.1695 |
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- | No log | 0.6897 | 20 | 1.1815 | 0.0880 | 1.1815 | 1.0870 |
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- | No log | 0.7586 | 22 | 1.0890 | 0.1476 | 1.0890 | 1.0436 |
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- | No log | 0.8276 | 24 | 1.1083 | 0.2008 | 1.1083 | 1.0528 |
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- | No log | 0.8966 | 26 | 1.1708 | 0.1864 | 1.1708 | 1.0820 |
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- | No log | 0.9655 | 28 | 1.3058 | 0.0219 | 1.3058 | 1.1427 |
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- | No log | 1.0345 | 30 | 1.3333 | -0.0270 | 1.3333 | 1.1547 |
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- | No log | 1.1034 | 32 | 1.1897 | 0.1971 | 1.1897 | 1.0907 |
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- | No log | 1.1724 | 34 | 1.2141 | 0.0850 | 1.2141 | 1.1018 |
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- | No log | 1.2414 | 36 | 1.1793 | 0.1211 | 1.1793 | 1.0860 |
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- | No log | 1.3103 | 38 | 1.0413 | 0.2667 | 1.0413 | 1.0204 |
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- | No log | 1.3793 | 40 | 1.0547 | 0.1167 | 1.0547 | 1.0270 |
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- | No log | 1.4483 | 42 | 1.0034 | 0.1935 | 1.0034 | 1.0017 |
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- | No log | 1.5172 | 44 | 0.9769 | 0.3266 | 0.9769 | 0.9884 |
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- | No log | 1.5862 | 46 | 0.9579 | 0.2692 | 0.9579 | 0.9787 |
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- | No log | 1.6552 | 48 | 0.9685 | 0.1810 | 0.9685 | 0.9841 |
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- | No log | 1.7241 | 50 | 1.0671 | 0.1379 | 1.0671 | 1.0330 |
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- | No log | 1.7931 | 52 | 1.0444 | 0.2346 | 1.0444 | 1.0219 |
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- | No log | 1.8621 | 54 | 0.9754 | 0.3314 | 0.9754 | 0.9876 |
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- | No log | 1.9310 | 56 | 1.0597 | 0.3027 | 1.0597 | 1.0294 |
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- | No log | 2.0 | 58 | 1.3597 | 0.1316 | 1.3597 | 1.1661 |
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- | No log | 2.0690 | 60 | 1.4749 | 0.1027 | 1.4749 | 1.2145 |
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- | No log | 2.1379 | 62 | 1.3401 | 0.1856 | 1.3401 | 1.1576 |
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- | No log | 2.2069 | 64 | 1.4126 | 0.2058 | 1.4126 | 1.1885 |
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- | No log | 2.2759 | 66 | 1.3061 | 0.2689 | 1.3061 | 1.1429 |
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- | No log | 2.3448 | 68 | 1.2831 | 0.2431 | 1.2831 | 1.1328 |
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- | No log | 2.4138 | 70 | 1.3847 | 0.2334 | 1.3847 | 1.1767 |
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- | No log | 2.4828 | 72 | 1.3525 | 0.1522 | 1.3525 | 1.1630 |
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- | No log | 2.5517 | 74 | 1.1907 | 0.2100 | 1.1907 | 1.0912 |
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- | No log | 2.6207 | 76 | 1.1414 | 0.2081 | 1.1414 | 1.0684 |
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- | No log | 2.6897 | 78 | 1.1470 | 0.1775 | 1.1470 | 1.0710 |
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- | No log | 2.7586 | 80 | 1.2627 | 0.1654 | 1.2627 | 1.1237 |
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- | No log | 2.8276 | 82 | 1.2889 | 0.1370 | 1.2889 | 1.1353 |
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- | No log | 2.8966 | 84 | 1.2369 | 0.1750 | 1.2369 | 1.1122 |
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- | No log | 2.9655 | 86 | 1.1190 | 0.1919 | 1.1190 | 1.0578 |
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- | No log | 3.0345 | 88 | 1.0757 | 0.2605 | 1.0757 | 1.0372 |
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- | No log | 3.1034 | 90 | 1.1400 | 0.2494 | 1.1400 | 1.0677 |
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- | No log | 3.1724 | 92 | 1.3333 | 0.1989 | 1.3333 | 1.1547 |
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- | No log | 3.2414 | 94 | 1.4826 | 0.1063 | 1.4826 | 1.2176 |
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- | No log | 3.3103 | 96 | 1.5189 | 0.0874 | 1.5189 | 1.2324 |
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- | No log | 3.3793 | 98 | 1.4333 | 0.1272 | 1.4333 | 1.1972 |
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- | No log | 3.4483 | 100 | 1.2747 | 0.1750 | 1.2747 | 1.1290 |
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- | No log | 3.5172 | 102 | 1.1760 | 0.1893 | 1.1760 | 1.0845 |
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- | No log | 3.5862 | 104 | 1.2036 | 0.1461 | 1.2036 | 1.0971 |
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- | No log | 3.6552 | 106 | 1.3539 | 0.1943 | 1.3539 | 1.1636 |
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- | No log | 3.7241 | 108 | 1.3840 | 0.2187 | 1.3840 | 1.1764 |
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- | No log | 3.7931 | 110 | 1.2380 | 0.1858 | 1.2380 | 1.1126 |
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- | No log | 3.8621 | 112 | 1.1444 | 0.2251 | 1.1444 | 1.0698 |
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- | No log | 3.9310 | 114 | 1.2318 | 0.2049 | 1.2318 | 1.1099 |
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- | No log | 4.0 | 116 | 1.3087 | 0.2260 | 1.3087 | 1.1440 |
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- | No log | 4.0690 | 118 | 1.2904 | 0.2260 | 1.2904 | 1.1359 |
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- | No log | 4.1379 | 120 | 1.2415 | 0.1816 | 1.2415 | 1.1142 |
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- | No log | 4.2069 | 122 | 1.2675 | 0.1202 | 1.2675 | 1.1258 |
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- | No log | 4.2759 | 124 | 1.2252 | 0.1816 | 1.2252 | 1.1069 |
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- | No log | 4.3448 | 126 | 1.0806 | 0.2130 | 1.0806 | 1.0395 |
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- | No log | 4.4138 | 128 | 1.0512 | 0.2843 | 1.0512 | 1.0253 |
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- | No log | 4.4828 | 130 | 1.1397 | 0.2592 | 1.1397 | 1.0675 |
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- | No log | 4.5517 | 132 | 1.1753 | 0.2455 | 1.1753 | 1.0841 |
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- | No log | 4.6207 | 134 | 1.1003 | 0.1816 | 1.1003 | 1.0489 |
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- | No log | 4.6897 | 136 | 1.0448 | 0.0833 | 1.0448 | 1.0221 |
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- | No log | 4.7586 | 138 | 1.1020 | 0.1473 | 1.1020 | 1.0497 |
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- | No log | 4.8276 | 140 | 1.3046 | 0.1880 | 1.3046 | 1.1422 |
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- | No log | 4.8966 | 142 | 1.5541 | 0.2170 | 1.5541 | 1.2467 |
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- | No log | 4.9655 | 144 | 1.5677 | 0.1892 | 1.5677 | 1.2521 |
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- | No log | 5.0345 | 146 | 1.4277 | 0.1744 | 1.4277 | 1.1948 |
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- | No log | 5.1034 | 148 | 1.3369 | 0.0931 | 1.3369 | 1.1562 |
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- | No log | 5.1724 | 150 | 1.3403 | 0.1017 | 1.3403 | 1.1577 |
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- | No log | 5.2414 | 152 | 1.4265 | 0.0961 | 1.4265 | 1.1944 |
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- | No log | 5.3103 | 154 | 1.4996 | 0.1222 | 1.4996 | 1.2246 |
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- | No log | 5.3793 | 156 | 1.6085 | 0.1601 | 1.6085 | 1.2683 |
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- | No log | 5.4483 | 158 | 1.5201 | 0.1533 | 1.5201 | 1.2329 |
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- | No log | 5.5172 | 160 | 1.4393 | 0.2126 | 1.4393 | 1.1997 |
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- | No log | 5.5862 | 162 | 1.4306 | 0.1814 | 1.4306 | 1.1961 |
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- | No log | 5.6552 | 164 | 1.3074 | 0.1052 | 1.3074 | 1.1434 |
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- | No log | 5.7241 | 166 | 1.1591 | 0.1351 | 1.1591 | 1.0766 |
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- | No log | 5.7931 | 168 | 1.0992 | 0.1649 | 1.0992 | 1.0484 |
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- | No log | 5.8621 | 170 | 1.1482 | 0.1697 | 1.1482 | 1.0715 |
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- | No log | 5.9310 | 172 | 1.2414 | 0.2089 | 1.2414 | 1.1142 |
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- | No log | 6.0 | 174 | 1.2880 | 0.2089 | 1.2880 | 1.1349 |
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- | No log | 6.0690 | 176 | 1.3864 | 0.1814 | 1.3864 | 1.1774 |
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- | No log | 6.1379 | 178 | 1.3446 | 0.1486 | 1.3446 | 1.1596 |
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- | No log | 6.2069 | 180 | 1.2399 | 0.1697 | 1.2399 | 1.1135 |
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- | No log | 6.2759 | 182 | 1.1830 | 0.1724 | 1.1830 | 1.0877 |
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- | No log | 6.3448 | 184 | 1.1660 | 0.1893 | 1.1660 | 1.0798 |
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- | No log | 6.4138 | 186 | 1.1964 | 0.1724 | 1.1964 | 1.0938 |
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- | No log | 6.4828 | 188 | 1.2572 | 0.1697 | 1.2572 | 1.1212 |
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- | No log | 6.5517 | 190 | 1.2924 | 0.2395 | 1.2924 | 1.1368 |
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- | No log | 6.6207 | 192 | 1.3102 | 0.2206 | 1.3102 | 1.1446 |
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- | No log | 6.6897 | 194 | 1.3788 | 0.2026 | 1.3788 | 1.1742 |
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- | No log | 6.7586 | 196 | 1.5115 | 0.1789 | 1.5115 | 1.2294 |
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- | No log | 6.8276 | 198 | 1.5494 | 0.1789 | 1.5494 | 1.2448 |
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- | No log | 6.8966 | 200 | 1.4895 | 0.1790 | 1.4895 | 1.2204 |
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- | No log | 6.9655 | 202 | 1.4407 | 0.2084 | 1.4407 | 1.2003 |
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- | No log | 7.0345 | 204 | 1.4566 | 0.1728 | 1.4566 | 1.2069 |
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- | No log | 7.1034 | 206 | 1.5002 | 0.2117 | 1.5002 | 1.2248 |
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- | No log | 7.1724 | 208 | 1.4931 | 0.2184 | 1.4931 | 1.2219 |
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- | No log | 7.2414 | 210 | 1.4218 | 0.2126 | 1.4218 | 1.1924 |
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- | No log | 7.3103 | 212 | 1.3360 | 0.1744 | 1.3360 | 1.1558 |
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- | No log | 7.3793 | 214 | 1.2366 | 0.1579 | 1.2366 | 1.1120 |
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- | No log | 7.4483 | 216 | 1.2269 | 0.1724 | 1.2269 | 1.1077 |
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- | No log | 7.5172 | 218 | 1.2862 | 0.1407 | 1.2862 | 1.1341 |
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- | No log | 7.5862 | 220 | 1.4152 | 0.2424 | 1.4152 | 1.1896 |
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- | No log | 7.6552 | 222 | 1.4721 | 0.2709 | 1.4721 | 1.2133 |
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- | No log | 7.7241 | 224 | 1.4134 | 0.2424 | 1.4134 | 1.1889 |
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- | No log | 7.7931 | 226 | 1.3312 | 0.1814 | 1.3312 | 1.1538 |
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- | No log | 7.8621 | 228 | 1.1844 | 0.2051 | 1.1844 | 1.0883 |
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- | No log | 7.9310 | 230 | 1.1279 | 0.2192 | 1.1279 | 1.0620 |
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- | No log | 8.0 | 232 | 1.1396 | 0.2192 | 1.1396 | 1.0675 |
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- | No log | 8.0690 | 234 | 1.1401 | 0.2192 | 1.1401 | 1.0678 |
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- | No log | 8.1379 | 236 | 1.2573 | 0.1898 | 1.2573 | 1.1213 |
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- | No log | 8.2069 | 238 | 1.4146 | 0.2391 | 1.4146 | 1.1894 |
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- | No log | 8.2759 | 240 | 1.4430 | 0.2709 | 1.4430 | 1.2012 |
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- | No log | 8.3448 | 242 | 1.3570 | 0.2126 | 1.3570 | 1.1649 |
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- | No log | 8.4138 | 244 | 1.2402 | 0.2027 | 1.2402 | 1.1137 |
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- | No log | 8.4828 | 246 | 1.1650 | 0.1820 | 1.1650 | 1.0794 |
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- | No log | 8.5517 | 248 | 1.1567 | 0.1775 | 1.1567 | 1.0755 |
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- | No log | 8.6207 | 250 | 1.1996 | 0.1868 | 1.1996 | 1.0953 |
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- | No log | 8.6897 | 252 | 1.2548 | 0.2167 | 1.2548 | 1.1202 |
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- | No log | 8.7586 | 254 | 1.3268 | 0.2506 | 1.3268 | 1.1519 |
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- | No log | 8.8276 | 256 | 1.2728 | 0.2506 | 1.2728 | 1.1282 |
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- | No log | 8.8966 | 258 | 1.2345 | 0.2359 | 1.2345 | 1.1111 |
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- | No log | 8.9655 | 260 | 1.2373 | 0.2359 | 1.2373 | 1.1123 |
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- | No log | 9.0345 | 262 | 1.2597 | 0.2177 | 1.2597 | 1.1224 |
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- | No log | 9.1034 | 264 | 1.2073 | 0.2550 | 1.2073 | 1.0988 |
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- | No log | 9.1724 | 266 | 1.2255 | 0.2773 | 1.2255 | 1.1070 |
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- | No log | 9.2414 | 268 | 1.3190 | 0.2341 | 1.3190 | 1.1485 |
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- | No log | 9.3103 | 270 | 1.3521 | 0.2730 | 1.3521 | 1.1628 |
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- | No log | 9.3793 | 272 | 1.3441 | 0.2446 | 1.3441 | 1.1594 |
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- | No log | 9.4483 | 274 | 1.2899 | 0.2477 | 1.2899 | 1.1357 |
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- | No log | 9.5172 | 276 | 1.2471 | 0.2661 | 1.2471 | 1.1167 |
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- | No log | 9.5862 | 278 | 1.2222 | 0.2528 | 1.2222 | 1.1055 |
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- | No log | 9.6552 | 280 | 1.2038 | 0.1842 | 1.2038 | 1.0972 |
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- | No log | 9.7241 | 282 | 1.1776 | 0.1868 | 1.1776 | 1.0852 |
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- | No log | 9.7931 | 284 | 1.1657 | 0.1868 | 1.1657 | 1.0797 |
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- | No log | 9.8621 | 286 | 1.2209 | 0.2192 | 1.2209 | 1.1049 |
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- | No log | 9.9310 | 288 | 1.2666 | 0.2341 | 1.2666 | 1.1254 |
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- | No log | 10.0 | 290 | 1.3614 | 0.2424 | 1.3614 | 1.1668 |
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- | No log | 10.0690 | 292 | 1.3389 | 0.2126 | 1.3389 | 1.1571 |
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- | No log | 10.1379 | 294 | 1.1935 | 0.1488 | 1.1935 | 1.0925 |
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- | No log | 10.2069 | 296 | 1.0773 | 0.1502 | 1.0773 | 1.0379 |
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- | No log | 10.2759 | 298 | 1.0238 | 0.0606 | 1.0238 | 1.0119 |
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- | No log | 10.3448 | 300 | 1.0565 | 0.0984 | 1.0565 | 1.0278 |
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- | No log | 10.4138 | 302 | 1.1747 | 0.0496 | 1.1747 | 1.0838 |
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- | No log | 10.4828 | 304 | 1.3149 | 0.1288 | 1.3149 | 1.1467 |
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- | No log | 10.5517 | 306 | 1.3862 | 0.2015 | 1.3862 | 1.1774 |
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- | No log | 10.6207 | 308 | 1.4809 | 0.2126 | 1.4809 | 1.2169 |
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- | No log | 10.6897 | 310 | 1.4380 | 0.1700 | 1.4380 | 1.1992 |
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- | No log | 10.7586 | 312 | 1.3723 | 0.0811 | 1.3723 | 1.1714 |
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- | No log | 10.8276 | 314 | 1.3911 | 0.0155 | 1.3911 | 1.1794 |
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- | No log | 10.8966 | 316 | 1.3710 | 0.0033 | 1.3710 | 1.1709 |
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- | No log | 10.9655 | 318 | 1.3558 | 0.1170 | 1.3558 | 1.1644 |
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- | No log | 11.0345 | 320 | 1.4004 | 0.1750 | 1.4004 | 1.1834 |
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- | No log | 11.1034 | 322 | 1.3535 | 0.2119 | 1.3535 | 1.1634 |
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- | No log | 11.1724 | 324 | 1.4266 | 0.2551 | 1.4266 | 1.1944 |
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- | No log | 11.2414 | 326 | 1.4882 | 0.2786 | 1.4882 | 1.2199 |
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- | No log | 11.3103 | 328 | 1.3804 | 0.2474 | 1.3804 | 1.1749 |
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- | No log | 11.3793 | 330 | 1.4369 | 0.2431 | 1.4369 | 1.1987 |
217
- | No log | 11.4483 | 332 | 1.4393 | 0.2431 | 1.4393 | 1.1997 |
218
- | No log | 11.5172 | 334 | 1.3109 | 0.2542 | 1.3109 | 1.1449 |
219
- | No log | 11.5862 | 336 | 1.3285 | 0.2260 | 1.3285 | 1.1526 |
220
- | No log | 11.6552 | 338 | 1.3224 | 0.1552 | 1.3224 | 1.1499 |
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- | No log | 11.7241 | 340 | 1.2551 | 0.1552 | 1.2551 | 1.1203 |
222
- | No log | 11.7931 | 342 | 1.2337 | 0.0987 | 1.2337 | 1.1107 |
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- | No log | 11.8621 | 344 | 1.2918 | 0.1552 | 1.2918 | 1.1366 |
224
- | No log | 11.9310 | 346 | 1.3844 | 0.2065 | 1.3844 | 1.1766 |
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- | No log | 12.0 | 348 | 1.3696 | 0.1407 | 1.3696 | 1.1703 |
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- | No log | 12.0690 | 350 | 1.3662 | 0.1407 | 1.3662 | 1.1689 |
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- | No log | 12.1379 | 352 | 1.3229 | 0.1744 | 1.3229 | 1.1502 |
228
- | No log | 12.2069 | 354 | 1.2538 | 0.1552 | 1.2538 | 1.1197 |
229
- | No log | 12.2759 | 356 | 1.1680 | 0.1500 | 1.1680 | 1.0807 |
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- | No log | 12.3448 | 358 | 1.1202 | 0.0924 | 1.1202 | 1.0584 |
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- | No log | 12.4138 | 360 | 1.1109 | 0.0924 | 1.1109 | 1.0540 |
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- | No log | 12.4828 | 362 | 1.1641 | 0.1893 | 1.1641 | 1.0789 |
233
- | No log | 12.5517 | 364 | 1.3628 | 0.2640 | 1.3628 | 1.1674 |
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- | No log | 12.6207 | 366 | 1.5020 | 0.2015 | 1.5020 | 1.2256 |
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- | No log | 12.6897 | 368 | 1.5400 | 0.1832 | 1.5400 | 1.2410 |
236
- | No log | 12.7586 | 370 | 1.4261 | 0.2260 | 1.4261 | 1.1942 |
237
- | No log | 12.8276 | 372 | 1.3196 | 0.1935 | 1.3196 | 1.1487 |
238
- | No log | 12.8966 | 374 | 1.2967 | 0.1139 | 1.2967 | 1.1387 |
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- | No log | 12.9655 | 376 | 1.3265 | 0.1259 | 1.3265 | 1.1517 |
240
- | No log | 13.0345 | 378 | 1.3933 | 0.1744 | 1.3933 | 1.1804 |
241
- | No log | 13.1034 | 380 | 1.4122 | 0.1744 | 1.4122 | 1.1884 |
242
- | No log | 13.1724 | 382 | 1.4082 | 0.1628 | 1.4082 | 1.1867 |
243
- | No log | 13.2414 | 384 | 1.4160 | 0.1744 | 1.4160 | 1.1900 |
244
- | No log | 13.3103 | 386 | 1.3841 | 0.1744 | 1.3841 | 1.1765 |
245
- | No log | 13.3793 | 388 | 1.3347 | 0.1628 | 1.3347 | 1.1553 |
246
- | No log | 13.4483 | 390 | 1.2888 | 0.1538 | 1.2888 | 1.1352 |
247
- | No log | 13.5172 | 392 | 1.3336 | 0.1814 | 1.3336 | 1.1548 |
248
- | No log | 13.5862 | 394 | 1.4409 | 0.2292 | 1.4409 | 1.2004 |
249
- | No log | 13.6552 | 396 | 1.5112 | 0.2292 | 1.5112 | 1.2293 |
250
- | No log | 13.7241 | 398 | 1.4566 | 0.2004 | 1.4566 | 1.2069 |
251
- | No log | 13.7931 | 400 | 1.3553 | 0.1700 | 1.3553 | 1.1642 |
252
- | No log | 13.8621 | 402 | 1.2791 | 0.1255 | 1.2791 | 1.1310 |
253
- | No log | 13.9310 | 404 | 1.2623 | 0.1744 | 1.2623 | 1.1235 |
254
- | No log | 14.0 | 406 | 1.3260 | 0.2126 | 1.3260 | 1.1515 |
255
- | No log | 14.0690 | 408 | 1.3108 | 0.2126 | 1.3108 | 1.1449 |
256
- | No log | 14.1379 | 410 | 1.2306 | 0.1744 | 1.2306 | 1.1093 |
257
- | No log | 14.2069 | 412 | 1.1213 | 0.1795 | 1.1213 | 1.0589 |
258
- | No log | 14.2759 | 414 | 1.1071 | 0.2215 | 1.1071 | 1.0522 |
259
- | No log | 14.3448 | 416 | 1.1643 | 0.2273 | 1.1643 | 1.0790 |
260
- | No log | 14.4138 | 418 | 1.2982 | 0.1920 | 1.2982 | 1.1394 |
261
- | No log | 14.4828 | 420 | 1.4842 | 0.2004 | 1.4842 | 1.2183 |
262
- | No log | 14.5517 | 422 | 1.5900 | 0.1727 | 1.5900 | 1.2610 |
263
- | No log | 14.6207 | 424 | 1.6318 | 0.0233 | 1.6318 | 1.2774 |
264
- | No log | 14.6897 | 426 | 1.5456 | -0.0775 | 1.5456 | 1.2432 |
265
- | No log | 14.7586 | 428 | 1.3259 | 0.1952 | 1.3259 | 1.1515 |
266
- | No log | 14.8276 | 430 | 1.2877 | 0.1795 | 1.2877 | 1.1348 |
267
- | No log | 14.8966 | 432 | 1.2200 | 0.1461 | 1.2200 | 1.1045 |
268
- | No log | 14.9655 | 434 | 1.2160 | 0.1081 | 1.2160 | 1.1027 |
269
- | No log | 15.0345 | 436 | 1.2463 | 0.0661 | 1.2463 | 1.1164 |
270
- | No log | 15.1034 | 438 | 1.2946 | 0.1407 | 1.2946 | 1.1378 |
271
- | No log | 15.1724 | 440 | 1.3762 | 0.1407 | 1.3762 | 1.1731 |
272
- | No log | 15.2414 | 442 | 1.3876 | 0.1952 | 1.3876 | 1.1780 |
273
- | No log | 15.3103 | 444 | 1.3604 | 0.1628 | 1.3604 | 1.1664 |
274
- | No log | 15.3793 | 446 | 1.2879 | 0.1795 | 1.2879 | 1.1349 |
275
- | No log | 15.4483 | 448 | 1.3333 | 0.1628 | 1.3333 | 1.1547 |
276
- | No log | 15.5172 | 450 | 1.3631 | 0.1288 | 1.3631 | 1.1675 |
277
- | No log | 15.5862 | 452 | 1.3695 | 0.1407 | 1.3695 | 1.1703 |
278
- | No log | 15.6552 | 454 | 1.3473 | 0.0401 | 1.3473 | 1.1607 |
279
- | No log | 15.7241 | 456 | 1.3440 | 0.0401 | 1.3440 | 1.1593 |
280
- | No log | 15.7931 | 458 | 1.3645 | 0.1052 | 1.3645 | 1.1681 |
281
- | No log | 15.8621 | 460 | 1.4403 | 0.1744 | 1.4403 | 1.2001 |
282
- | No log | 15.9310 | 462 | 1.5068 | 0.2184 | 1.5068 | 1.2275 |
283
- | No log | 16.0 | 464 | 1.4884 | 0.1880 | 1.4884 | 1.2200 |
284
- | No log | 16.0690 | 466 | 1.4443 | 0.1744 | 1.4443 | 1.2018 |
285
- | No log | 16.1379 | 468 | 1.3976 | 0.1407 | 1.3976 | 1.1822 |
286
- | No log | 16.2069 | 470 | 1.4070 | 0.1407 | 1.4070 | 1.1862 |
287
- | No log | 16.2759 | 472 | 1.4499 | 0.1407 | 1.4499 | 1.2041 |
288
- | No log | 16.3448 | 474 | 1.4633 | 0.1407 | 1.4633 | 1.2097 |
289
- | No log | 16.4138 | 476 | 1.3806 | 0.1434 | 1.3806 | 1.1750 |
290
- | No log | 16.4828 | 478 | 1.3293 | 0.1343 | 1.3293 | 1.1530 |
291
- | No log | 16.5517 | 480 | 1.3509 | 0.1679 | 1.3509 | 1.1623 |
292
- | No log | 16.6207 | 482 | 1.4036 | 0.1770 | 1.4036 | 1.1847 |
293
- | No log | 16.6897 | 484 | 1.3859 | 0.1407 | 1.3859 | 1.1773 |
294
- | No log | 16.7586 | 486 | 1.3664 | 0.1407 | 1.3664 | 1.1689 |
295
- | No log | 16.8276 | 488 | 1.3739 | 0.1407 | 1.3739 | 1.1722 |
296
- | No log | 16.8966 | 490 | 1.4096 | 0.1407 | 1.4096 | 1.1873 |
297
- | No log | 16.9655 | 492 | 1.4294 | 0.1407 | 1.4294 | 1.1956 |
298
- | No log | 17.0345 | 494 | 1.4229 | 0.1407 | 1.4229 | 1.1928 |
299
- | No log | 17.1034 | 496 | 1.4110 | 0.1407 | 1.4110 | 1.1879 |
300
- | No log | 17.1724 | 498 | 1.3504 | 0.0401 | 1.3504 | 1.1620 |
301
- | 0.2564 | 17.2414 | 500 | 1.3482 | 0.0401 | 1.3482 | 1.1611 |
302
- | 0.2564 | 17.3103 | 502 | 1.3870 | 0.0781 | 1.3870 | 1.1777 |
303
- | 0.2564 | 17.3793 | 504 | 1.3994 | 0.0781 | 1.3994 | 1.1830 |
304
- | 0.2564 | 17.4483 | 506 | 1.3706 | 0.0781 | 1.3706 | 1.1707 |
305
- | 0.2564 | 17.5172 | 508 | 1.2921 | 0.0401 | 1.2921 | 1.1367 |
306
- | 0.2564 | 17.5862 | 510 | 1.2331 | -0.0088 | 1.2331 | 1.1104 |
307
- | 0.2564 | 17.6552 | 512 | 1.2195 | 0.1343 | 1.2195 | 1.1043 |
308
- | 0.2564 | 17.7241 | 514 | 1.2647 | 0.1863 | 1.2647 | 1.1246 |
309
- | 0.2564 | 17.7931 | 516 | 1.2812 | 0.2446 | 1.2812 | 1.1319 |
310
- | 0.2564 | 17.8621 | 518 | 1.2246 | 0.1750 | 1.2246 | 1.1066 |
311
- | 0.2564 | 17.9310 | 520 | 1.2140 | 0.1461 | 1.2140 | 1.1018 |
312
- | 0.2564 | 18.0 | 522 | 1.2074 | 0.0841 | 1.2074 | 1.0988 |
313
- | 0.2564 | 18.0690 | 524 | 1.1703 | 0.0464 | 1.1703 | 1.0818 |
314
- | 0.2564 | 18.1379 | 526 | 1.1934 | 0.0987 | 1.1934 | 1.0924 |
315
- | 0.2564 | 18.2069 | 528 | 1.2509 | 0.1407 | 1.2509 | 1.1184 |
316
- | 0.2564 | 18.2759 | 530 | 1.3170 | 0.2126 | 1.3170 | 1.1476 |
317
- | 0.2564 | 18.3448 | 532 | 1.3368 | 0.2126 | 1.3368 | 1.1562 |
318
- | 0.2564 | 18.4138 | 534 | 1.3491 | 0.2126 | 1.3491 | 1.1615 |
319
- | 0.2564 | 18.4828 | 536 | 1.3670 | 0.2126 | 1.3670 | 1.1692 |
320
- | 0.2564 | 18.5517 | 538 | 1.3947 | 0.1814 | 1.3947 | 1.1810 |
321
- | 0.2564 | 18.6207 | 540 | 1.4104 | 0.1407 | 1.4104 | 1.1876 |
322
- | 0.2564 | 18.6897 | 542 | 1.4120 | 0.1407 | 1.4120 | 1.1883 |
323
- | 0.2564 | 18.7586 | 544 | 1.3842 | 0.0401 | 1.3842 | 1.1765 |
324
- | 0.2564 | 18.8276 | 546 | 1.3677 | 0.0401 | 1.3677 | 1.1695 |
325
- | 0.2564 | 18.8966 | 548 | 1.3774 | 0.1407 | 1.3774 | 1.1736 |
326
- | 0.2564 | 18.9655 | 550 | 1.4002 | 0.1407 | 1.4002 | 1.1833 |
327
- | 0.2564 | 19.0345 | 552 | 1.4668 | 0.2424 | 1.4668 | 1.2111 |
328
- | 0.2564 | 19.1034 | 554 | 1.4734 | 0.2522 | 1.4734 | 1.2138 |
329
- | 0.2564 | 19.1724 | 556 | 1.3558 | 0.2424 | 1.3558 | 1.1644 |
330
- | 0.2564 | 19.2414 | 558 | 1.2556 | 0.2359 | 1.2556 | 1.1205 |
331
- | 0.2564 | 19.3103 | 560 | 1.1854 | 0.2062 | 1.1854 | 1.0888 |
332
- | 0.2564 | 19.3793 | 562 | 1.1349 | 0.1820 | 1.1349 | 1.0653 |
333
- | 0.2564 | 19.4483 | 564 | 1.1525 | 0.1488 | 1.1525 | 1.0735 |
334
- | 0.2564 | 19.5172 | 566 | 1.2150 | 0.1795 | 1.2150 | 1.1023 |
335
- | 0.2564 | 19.5862 | 568 | 1.4032 | 0.2474 | 1.4032 | 1.1846 |
336
- | 0.2564 | 19.6552 | 570 | 1.5370 | 0.2391 | 1.5370 | 1.2398 |
337
- | 0.2564 | 19.7241 | 572 | 1.5240 | 0.2342 | 1.5240 | 1.2345 |
338
- | 0.2564 | 19.7931 | 574 | 1.4565 | 0.2065 | 1.4565 | 1.2068 |
339
- | 0.2564 | 19.8621 | 576 | 1.3577 | 0.1170 | 1.3577 | 1.1652 |
340
- | 0.2564 | 19.9310 | 578 | 1.3351 | 0.0811 | 1.3351 | 1.1555 |
341
- | 0.2564 | 20.0 | 580 | 1.3601 | 0.1407 | 1.3601 | 1.1662 |
342
- | 0.2564 | 20.0690 | 582 | 1.3545 | 0.1052 | 1.3545 | 1.1638 |
343
- | 0.2564 | 20.1379 | 584 | 1.3642 | 0.1407 | 1.3642 | 1.1680 |
344
- | 0.2564 | 20.2069 | 586 | 1.3685 | 0.1744 | 1.3685 | 1.1698 |
345
- | 0.2564 | 20.2759 | 588 | 1.3928 | 0.1744 | 1.3928 | 1.1801 |
346
- | 0.2564 | 20.3448 | 590 | 1.4225 | 0.1744 | 1.4225 | 1.1927 |
347
- | 0.2564 | 20.4138 | 592 | 1.3762 | 0.1744 | 1.3762 | 1.1731 |
348
- | 0.2564 | 20.4828 | 594 | 1.2958 | 0.1052 | 1.2958 | 1.1383 |
349
- | 0.2564 | 20.5517 | 596 | 1.2200 | 0.0188 | 1.2200 | 1.1045 |
350
- | 0.2564 | 20.6207 | 598 | 1.2212 | 0.0188 | 1.2212 | 1.1051 |
351
- | 0.2564 | 20.6897 | 600 | 1.2779 | 0.0401 | 1.2779 | 1.1305 |
352
- | 0.2564 | 20.7586 | 602 | 1.3666 | 0.1744 | 1.3666 | 1.1690 |
353
- | 0.2564 | 20.8276 | 604 | 1.4181 | 0.1744 | 1.4181 | 1.1909 |
354
- | 0.2564 | 20.8966 | 606 | 1.4215 | 0.1744 | 1.4215 | 1.1923 |
355
- | 0.2564 | 20.9655 | 608 | 1.3738 | 0.1744 | 1.3738 | 1.1721 |
356
- | 0.2564 | 21.0345 | 610 | 1.3583 | 0.1744 | 1.3583 | 1.1655 |
357
- | 0.2564 | 21.1034 | 612 | 1.3534 | 0.0781 | 1.3534 | 1.1633 |
358
- | 0.2564 | 21.1724 | 614 | 1.3666 | 0.0781 | 1.3666 | 1.1690 |
359
- | 0.2564 | 21.2414 | 616 | 1.3591 | 0.0781 | 1.3591 | 1.1658 |
360
- | 0.2564 | 21.3103 | 618 | 1.3815 | 0.1744 | 1.3815 | 1.1754 |
361
- | 0.2564 | 21.3793 | 620 | 1.3873 | 0.1744 | 1.3873 | 1.1779 |
362
- | 0.2564 | 21.4483 | 622 | 1.4086 | 0.1628 | 1.4086 | 1.1869 |
363
- | 0.2564 | 21.5172 | 624 | 1.4127 | 0.1628 | 1.4127 | 1.1886 |
364
- | 0.2564 | 21.5862 | 626 | 1.4124 | 0.2315 | 1.4124 | 1.1884 |
365
- | 0.2564 | 21.6552 | 628 | 1.4506 | 0.2709 | 1.4506 | 1.2044 |
366
- | 0.2564 | 21.7241 | 630 | 1.4570 | 0.2752 | 1.4570 | 1.2071 |
367
- | 0.2564 | 21.7931 | 632 | 1.4169 | 0.2424 | 1.4169 | 1.1903 |
368
- | 0.2564 | 21.8621 | 634 | 1.3397 | 0.1407 | 1.3397 | 1.1575 |
369
- | 0.2564 | 21.9310 | 636 | 1.2700 | 0.0401 | 1.2700 | 1.1269 |
370
- | 0.2564 | 22.0 | 638 | 1.2093 | 0.0034 | 1.2093 | 1.0997 |
371
- | 0.2564 | 22.0690 | 640 | 1.2008 | -0.0057 | 1.2008 | 1.0958 |
372
- | 0.2564 | 22.1379 | 642 | 1.2540 | 0.1434 | 1.2540 | 1.1198 |
373
- | 0.2564 | 22.2069 | 644 | 1.3154 | 0.1407 | 1.3154 | 1.1469 |
374
- | 0.2564 | 22.2759 | 646 | 1.3798 | 0.1407 | 1.3798 | 1.1747 |
375
- | 0.2564 | 22.3448 | 648 | 1.4338 | 0.2372 | 1.4338 | 1.1974 |
376
- | 0.2564 | 22.4138 | 650 | 1.4739 | 0.2709 | 1.4739 | 1.2140 |
377
- | 0.2564 | 22.4828 | 652 | 1.4214 | 0.2372 | 1.4214 | 1.1922 |
378
- | 0.2564 | 22.5517 | 654 | 1.3253 | 0.1407 | 1.3253 | 1.1512 |
379
- | 0.2564 | 22.6207 | 656 | 1.2593 | 0.0278 | 1.2593 | 1.1222 |
380
- | 0.2564 | 22.6897 | 658 | 1.2573 | -0.0125 | 1.2573 | 1.1213 |
381
- | 0.2564 | 22.7586 | 660 | 1.3067 | 0.0 | 1.3067 | 1.1431 |
382
- | 0.2564 | 22.8276 | 662 | 1.3983 | 0.0401 | 1.3983 | 1.1825 |
383
- | 0.2564 | 22.8966 | 664 | 1.4426 | 0.0401 | 1.4426 | 1.2011 |
384
 
385
 
386
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_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_k13_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: 1.2036
19
+ - Qwk: 0.1434
20
+ - Mse: 1.2036
21
+ - Rmse: 1.0971
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0645 | 2 | 4.2210 | -0.0230 | 4.2210 | 2.0545 |
53
+ | No log | 0.1290 | 4 | 2.7231 | -0.0397 | 2.7231 | 1.6502 |
54
+ | No log | 0.1935 | 6 | 2.2480 | -0.0189 | 2.2480 | 1.4993 |
55
+ | No log | 0.2581 | 8 | 1.6561 | -0.0144 | 1.6561 | 1.2869 |
56
+ | No log | 0.3226 | 10 | 1.4944 | 0.0 | 1.4944 | 1.2225 |
57
+ | No log | 0.3871 | 12 | 1.3455 | 0.0 | 1.3455 | 1.1600 |
58
+ | No log | 0.4516 | 14 | 1.1805 | 0.2260 | 1.1805 | 1.0865 |
59
+ | No log | 0.5161 | 16 | 1.1394 | 0.2376 | 1.1394 | 1.0674 |
60
+ | No log | 0.5806 | 18 | 1.2602 | 0.0704 | 1.2602 | 1.1226 |
61
+ | No log | 0.6452 | 20 | 1.4081 | 0.0775 | 1.4081 | 1.1867 |
62
+ | No log | 0.7097 | 22 | 1.4930 | 0.0827 | 1.4930 | 1.2219 |
63
+ | No log | 0.7742 | 24 | 1.2513 | 0.1750 | 1.2513 | 1.1186 |
64
+ | No log | 0.8387 | 26 | 1.0086 | 0.2473 | 1.0086 | 1.0043 |
65
+ | No log | 0.9032 | 28 | 1.0869 | 0.2441 | 1.0869 | 1.0426 |
66
+ | No log | 0.9677 | 30 | 1.1338 | 0.1671 | 1.1338 | 1.0648 |
67
+ | No log | 1.0323 | 32 | 1.1088 | 0.2541 | 1.1088 | 1.0530 |
68
+ | No log | 1.0968 | 34 | 1.0692 | 0.1561 | 1.0692 | 1.0340 |
69
+ | No log | 1.1613 | 36 | 1.0331 | 0.1837 | 1.0331 | 1.0164 |
70
+ | No log | 1.2258 | 38 | 1.0105 | 0.2619 | 1.0105 | 1.0052 |
71
+ | No log | 1.2903 | 40 | 1.0009 | 0.2473 | 1.0009 | 1.0004 |
72
+ | No log | 1.3548 | 42 | 1.0070 | 0.2288 | 1.0070 | 1.0035 |
73
+ | No log | 1.4194 | 44 | 1.0316 | 0.1671 | 1.0316 | 1.0157 |
74
+ | No log | 1.4839 | 46 | 1.0027 | 0.2161 | 1.0027 | 1.0014 |
75
+ | No log | 1.5484 | 48 | 0.9805 | 0.3071 | 0.9805 | 0.9902 |
76
+ | No log | 1.6129 | 50 | 0.9788 | 0.2935 | 0.9788 | 0.9893 |
77
+ | No log | 1.6774 | 52 | 0.9670 | 0.2515 | 0.9670 | 0.9834 |
78
+ | No log | 1.7419 | 54 | 1.0036 | 0.2897 | 1.0036 | 1.0018 |
79
+ | No log | 1.8065 | 56 | 1.0507 | 0.2667 | 1.0507 | 1.0250 |
80
+ | No log | 1.8710 | 58 | 1.0882 | 0.2692 | 1.0882 | 1.0432 |
81
+ | No log | 1.9355 | 60 | 1.0888 | 0.2366 | 1.0888 | 1.0435 |
82
+ | No log | 2.0 | 62 | 1.0778 | 0.2711 | 1.0778 | 1.0382 |
83
+ | No log | 2.0645 | 64 | 1.0382 | 0.3396 | 1.0382 | 1.0189 |
84
+ | No log | 2.1290 | 66 | 0.9608 | 0.2764 | 0.9608 | 0.9802 |
85
+ | No log | 2.1935 | 68 | 1.0137 | 0.1418 | 1.0137 | 1.0068 |
86
+ | No log | 2.2581 | 70 | 1.0547 | 0.1233 | 1.0547 | 1.0270 |
87
+ | No log | 2.3226 | 72 | 1.0767 | 0.1233 | 1.0767 | 1.0376 |
88
+ | No log | 2.3871 | 74 | 1.0521 | 0.1233 | 1.0521 | 1.0257 |
89
+ | No log | 2.4516 | 76 | 0.9309 | 0.1011 | 0.9309 | 0.9648 |
90
+ | No log | 2.5161 | 78 | 0.9180 | 0.2077 | 0.9180 | 0.9581 |
91
+ | No log | 2.5806 | 80 | 1.0677 | 0.1233 | 1.0677 | 1.0333 |
92
+ | No log | 2.6452 | 82 | 1.1382 | 0.1598 | 1.1382 | 1.0668 |
93
+ | No log | 2.7097 | 84 | 1.2462 | 0.0841 | 1.2462 | 1.1164 |
94
+ | No log | 2.7742 | 86 | 1.2122 | 0.2704 | 1.2122 | 1.1010 |
95
+ | No log | 2.8387 | 88 | 0.9648 | 0.2651 | 0.9648 | 0.9823 |
96
+ | No log | 2.9032 | 90 | 0.8997 | 0.2965 | 0.8997 | 0.9485 |
97
+ | No log | 2.9677 | 92 | 0.9152 | 0.3214 | 0.9152 | 0.9567 |
98
+ | No log | 3.0323 | 94 | 1.1024 | 0.275 | 1.1024 | 1.0500 |
99
+ | No log | 3.0968 | 96 | 1.3785 | 0.3199 | 1.3785 | 1.1741 |
100
+ | No log | 3.1613 | 98 | 1.3167 | 0.2640 | 1.3167 | 1.1475 |
101
+ | No log | 3.2258 | 100 | 1.0285 | 0.2981 | 1.0285 | 1.0142 |
102
+ | No log | 3.2903 | 102 | 0.9193 | 0.2698 | 0.9193 | 0.9588 |
103
+ | No log | 3.3548 | 104 | 0.9860 | 0.2037 | 0.9860 | 0.9930 |
104
+ | No log | 3.4194 | 106 | 1.2871 | 0.3346 | 1.2871 | 1.1345 |
105
+ | No log | 3.4839 | 108 | 1.5374 | 0.2431 | 1.5374 | 1.2399 |
106
+ | No log | 3.5484 | 110 | 1.6254 | 0.1752 | 1.6254 | 1.2749 |
107
+ | No log | 3.6129 | 112 | 1.4716 | 0.2290 | 1.4716 | 1.2131 |
108
+ | No log | 3.6774 | 114 | 1.1940 | 0.3280 | 1.1940 | 1.0927 |
109
+ | No log | 3.7419 | 116 | 1.0826 | 0.2417 | 1.0826 | 1.0405 |
110
+ | No log | 3.8065 | 118 | 1.1104 | 0.2227 | 1.1104 | 1.0537 |
111
+ | No log | 3.8710 | 120 | 1.1575 | 0.1316 | 1.1575 | 1.0759 |
112
+ | No log | 3.9355 | 122 | 1.2591 | 0.1654 | 1.2591 | 1.1221 |
113
+ | No log | 4.0 | 124 | 1.3400 | 0.2730 | 1.3400 | 1.1576 |
114
+ | No log | 4.0645 | 126 | 1.3153 | 0.3261 | 1.3153 | 1.1469 |
115
+ | No log | 4.1290 | 128 | 1.3547 | 0.3291 | 1.3547 | 1.1639 |
116
+ | No log | 4.1935 | 130 | 1.4814 | 0.3037 | 1.4814 | 1.2171 |
117
+ | No log | 4.2581 | 132 | 1.5330 | 0.2672 | 1.5330 | 1.2381 |
118
+ | No log | 4.3226 | 134 | 1.5051 | 0.2730 | 1.5051 | 1.2268 |
119
+ | No log | 4.3871 | 136 | 1.3594 | 0.2284 | 1.3594 | 1.1660 |
120
+ | No log | 4.4516 | 138 | 1.1383 | 0.1203 | 1.1383 | 1.0669 |
121
+ | No log | 4.5161 | 140 | 0.9933 | 0.1629 | 0.9933 | 0.9967 |
122
+ | No log | 4.5806 | 142 | 0.9737 | 0.2035 | 0.9737 | 0.9867 |
123
+ | No log | 4.6452 | 144 | 1.0500 | 0.1954 | 1.0500 | 1.0247 |
124
+ | No log | 4.7097 | 146 | 1.1101 | 0.1846 | 1.1101 | 1.0536 |
125
+ | No log | 4.7742 | 148 | 1.1770 | 0.0888 | 1.1770 | 1.0849 |
126
+ | No log | 4.8387 | 150 | 1.1274 | 0.0888 | 1.1274 | 1.0618 |
127
+ | No log | 4.9032 | 152 | 1.1782 | 0.2284 | 1.1782 | 1.0854 |
128
+ | No log | 4.9677 | 154 | 1.3330 | 0.3107 | 1.3330 | 1.1545 |
129
+ | No log | 5.0323 | 156 | 1.4588 | 0.3172 | 1.4588 | 1.2078 |
130
+ | No log | 5.0968 | 158 | 1.5743 | 0.2809 | 1.5743 | 1.2547 |
131
+ | No log | 5.1613 | 160 | 1.5193 | 0.2771 | 1.5193 | 1.2326 |
132
+ | No log | 5.2258 | 162 | 1.3052 | 0.3231 | 1.3052 | 1.1424 |
133
+ | No log | 5.2903 | 164 | 1.1763 | 0.2686 | 1.1763 | 1.0846 |
134
+ | No log | 5.3548 | 166 | 1.2173 | 0.3231 | 1.2173 | 1.1033 |
135
+ | No log | 5.4194 | 168 | 1.3756 | 0.3261 | 1.3756 | 1.1729 |
136
+ | No log | 5.4839 | 170 | 1.5694 | 0.2474 | 1.5694 | 1.2528 |
137
+ | No log | 5.5484 | 172 | 1.4800 | 0.3135 | 1.4800 | 1.2165 |
138
+ | No log | 5.6129 | 174 | 1.3556 | 0.3199 | 1.3556 | 1.1643 |
139
+ | No log | 5.6774 | 176 | 1.3564 | 0.2640 | 1.3564 | 1.1647 |
140
+ | No log | 5.7419 | 178 | 1.2625 | 0.1770 | 1.2625 | 1.1236 |
141
+ | No log | 5.8065 | 180 | 1.2050 | 0.2167 | 1.2050 | 1.0977 |
142
+ | No log | 5.8710 | 182 | 1.1940 | 0.2341 | 1.1940 | 1.0927 |
143
+ | No log | 5.9355 | 184 | 1.3242 | 0.3001 | 1.3242 | 1.1507 |
144
+ | No log | 6.0 | 186 | 1.3661 | 0.3511 | 1.3661 | 1.1688 |
145
+ | No log | 6.0645 | 188 | 1.2889 | 0.3711 | 1.2889 | 1.1353 |
146
+ | No log | 6.1290 | 190 | 1.1195 | 0.3686 | 1.1195 | 1.0581 |
147
+ | No log | 6.1935 | 192 | 1.0371 | 0.3424 | 1.0371 | 1.0184 |
148
+ | No log | 6.2581 | 194 | 1.1781 | 0.3584 | 1.1781 | 1.0854 |
149
+ | No log | 6.3226 | 196 | 1.2423 | 0.3831 | 1.2423 | 1.1146 |
150
+ | No log | 6.3871 | 198 | 1.3150 | 0.3511 | 1.3150 | 1.1468 |
151
+ | No log | 6.4516 | 200 | 1.1784 | 0.3326 | 1.1784 | 1.0856 |
152
+ | No log | 6.5161 | 202 | 0.9683 | 0.2448 | 0.9683 | 0.9840 |
153
+ | No log | 6.5806 | 204 | 0.9538 | 0.2392 | 0.9538 | 0.9766 |
154
+ | No log | 6.6452 | 206 | 1.0011 | 0.2249 | 1.0011 | 1.0006 |
155
+ | No log | 6.7097 | 208 | 1.1442 | 0.2926 | 1.1442 | 1.0697 |
156
+ | No log | 6.7742 | 210 | 1.2134 | 0.3460 | 1.2134 | 1.1015 |
157
+ | No log | 6.8387 | 212 | 1.1885 | 0.3813 | 1.1885 | 1.0902 |
158
+ | No log | 6.9032 | 214 | 1.3267 | 0.3711 | 1.3267 | 1.1518 |
159
+ | No log | 6.9677 | 216 | 1.4505 | 0.2677 | 1.4505 | 1.2044 |
160
+ | No log | 7.0323 | 218 | 1.3788 | 0.3882 | 1.3788 | 1.1742 |
161
+ | No log | 7.0968 | 220 | 1.1899 | 0.4056 | 1.1899 | 1.0908 |
162
+ | No log | 7.1613 | 222 | 1.2352 | 0.3813 | 1.2352 | 1.1114 |
163
+ | No log | 7.2258 | 224 | 1.3073 | 0.2614 | 1.3073 | 1.1434 |
164
+ | No log | 7.2903 | 226 | 1.3772 | 0.1461 | 1.3772 | 1.1735 |
165
+ | No log | 7.3548 | 228 | 1.3505 | 0.0741 | 1.3505 | 1.1621 |
166
+ | No log | 7.4194 | 230 | 1.2032 | 0.1294 | 1.2032 | 1.0969 |
167
+ | No log | 7.4839 | 232 | 1.1896 | 0.2681 | 1.1896 | 1.0907 |
168
+ | No log | 7.5484 | 234 | 1.3384 | 0.3935 | 1.3384 | 1.1569 |
169
+ | No log | 7.6129 | 236 | 1.3090 | 0.3951 | 1.3090 | 1.1441 |
170
+ | No log | 7.6774 | 238 | 1.0544 | 0.3395 | 1.0544 | 1.0268 |
171
+ | No log | 7.7419 | 240 | 0.9711 | 0.3000 | 0.9711 | 0.9854 |
172
+ | No log | 7.8065 | 242 | 1.0728 | 0.3686 | 1.0728 | 1.0358 |
173
+ | No log | 7.8710 | 244 | 1.4155 | 0.3006 | 1.4155 | 1.1898 |
174
+ | No log | 7.9355 | 246 | 1.7553 | 0.2563 | 1.7553 | 1.3249 |
175
+ | No log | 8.0 | 248 | 1.8255 | 0.2563 | 1.8255 | 1.3511 |
176
+ | No log | 8.0645 | 250 | 1.5658 | 0.2296 | 1.5658 | 1.2513 |
177
+ | No log | 8.1290 | 252 | 1.2619 | 0.3866 | 1.2619 | 1.1233 |
178
+ | No log | 8.1935 | 254 | 1.0194 | 0.2906 | 1.0194 | 1.0096 |
179
+ | No log | 8.2581 | 256 | 1.0008 | 0.2564 | 1.0008 | 1.0004 |
180
+ | No log | 8.3226 | 258 | 1.1027 | 0.3813 | 1.1027 | 1.0501 |
181
+ | No log | 8.3871 | 260 | 1.2736 | 0.3107 | 1.2736 | 1.1285 |
182
+ | No log | 8.4516 | 262 | 1.3696 | 0.3365 | 1.3696 | 1.1703 |
183
+ | No log | 8.5161 | 264 | 1.3283 | 0.3107 | 1.3283 | 1.1525 |
184
+ | No log | 8.5806 | 266 | 1.1867 | 0.3560 | 1.1867 | 1.0894 |
185
+ | No log | 8.6452 | 268 | 1.1257 | 0.2424 | 1.1257 | 1.0610 |
186
+ | No log | 8.7097 | 270 | 1.1941 | 0.2773 | 1.1941 | 1.0928 |
187
+ | No log | 8.7742 | 272 | 1.3086 | 0.2474 | 1.3086 | 1.1440 |
188
+ | No log | 8.8387 | 274 | 1.3416 | 0.2568 | 1.3416 | 1.1583 |
189
+ | No log | 8.9032 | 276 | 1.2038 | 0.2837 | 1.2038 | 1.0972 |
190
+ | No log | 8.9677 | 278 | 1.1437 | 0.3326 | 1.1437 | 1.0695 |
191
+ | No log | 9.0323 | 280 | 1.2213 | 0.3365 | 1.2213 | 1.1051 |
192
+ | No log | 9.0968 | 282 | 1.3321 | 0.2832 | 1.3321 | 1.1542 |
193
+ | No log | 9.1613 | 284 | 1.2634 | 0.2555 | 1.2634 | 1.1240 |
194
+ | No log | 9.2258 | 286 | 1.2315 | 0.2506 | 1.2315 | 1.1097 |
195
+ | No log | 9.2903 | 288 | 1.1839 | 0.1952 | 1.1839 | 1.0881 |
196
+ | No log | 9.3548 | 290 | 1.1309 | 0.2089 | 1.1309 | 1.0634 |
197
+ | No log | 9.4194 | 292 | 1.1951 | 0.1952 | 1.1951 | 1.0932 |
198
+ | No log | 9.4839 | 294 | 1.4080 | 0.2437 | 1.4080 | 1.1866 |
199
+ | No log | 9.5484 | 296 | 1.6579 | 0.2565 | 1.6579 | 1.2876 |
200
+ | No log | 9.6129 | 298 | 1.7782 | 0.1925 | 1.7782 | 1.3335 |
201
+ | No log | 9.6774 | 300 | 1.6383 | 0.2601 | 1.6383 | 1.2800 |
202
+ | No log | 9.7419 | 302 | 1.4298 | 0.2110 | 1.4298 | 1.1957 |
203
+ | No log | 9.8065 | 304 | 1.3584 | 0.2568 | 1.3584 | 1.1655 |
204
+ | No log | 9.8710 | 306 | 1.3363 | 0.0878 | 1.3363 | 1.1560 |
205
+ | No log | 9.9355 | 308 | 1.2606 | 0.0 | 1.2606 | 1.1228 |
206
+ | No log | 10.0 | 310 | 1.1896 | 0.0888 | 1.1896 | 1.0907 |
207
+ | No log | 10.0645 | 312 | 1.1689 | 0.0888 | 1.1689 | 1.0812 |
208
+ | No log | 10.1290 | 314 | 1.1587 | 0.0888 | 1.1587 | 1.0764 |
209
+ | No log | 10.1935 | 316 | 1.1835 | 0.1351 | 1.1835 | 1.0879 |
210
+ | No log | 10.2581 | 318 | 1.3109 | 0.2004 | 1.3109 | 1.1449 |
211
+ | No log | 10.3226 | 320 | 1.3633 | 0.2482 | 1.3633 | 1.1676 |
212
+ | No log | 10.3871 | 322 | 1.3701 | 0.3084 | 1.3701 | 1.1705 |
213
+ | No log | 10.4516 | 324 | 1.3386 | 0.3260 | 1.3386 | 1.1570 |
214
+ | No log | 10.5161 | 326 | 1.2996 | 0.3579 | 1.2996 | 1.1400 |
215
+ | No log | 10.5806 | 328 | 1.3066 | 0.3260 | 1.3066 | 1.1430 |
216
+ | No log | 10.6452 | 330 | 1.1838 | 0.3319 | 1.1838 | 1.0880 |
217
+ | No log | 10.7097 | 332 | 1.1344 | 0.3071 | 1.1344 | 1.0651 |
218
+ | No log | 10.7742 | 334 | 1.0414 | 0.2750 | 1.0414 | 1.0205 |
219
+ | No log | 10.8387 | 336 | 0.9618 | 0.2797 | 0.9618 | 0.9807 |
220
+ | No log | 10.9032 | 338 | 0.9017 | 0.3185 | 0.9017 | 0.9496 |
221
+ | No log | 10.9677 | 340 | 0.9558 | 0.2481 | 0.9558 | 0.9777 |
222
+ | No log | 11.0323 | 342 | 1.0279 | 0.2249 | 1.0279 | 1.0138 |
223
+ | No log | 11.0968 | 344 | 1.1782 | 0.3001 | 1.1782 | 1.0854 |
224
+ | No log | 11.1613 | 346 | 1.3221 | 0.3020 | 1.3221 | 1.1498 |
225
+ | No log | 11.2258 | 348 | 1.3833 | 0.2974 | 1.3833 | 1.1762 |
226
+ | No log | 11.2903 | 350 | 1.5574 | 0.2717 | 1.5574 | 1.2480 |
227
+ | No log | 11.3548 | 352 | 1.5844 | 0.2937 | 1.5844 | 1.2587 |
228
+ | No log | 11.4194 | 354 | 1.4329 | 0.3066 | 1.4329 | 1.1970 |
229
+ | No log | 11.4839 | 356 | 1.1918 | 0.2611 | 1.1918 | 1.0917 |
230
+ | No log | 11.5484 | 358 | 1.0984 | 0.2341 | 1.0984 | 1.0480 |
231
+ | No log | 11.6129 | 360 | 1.1499 | 0.2795 | 1.1499 | 1.0723 |
232
+ | No log | 11.6774 | 362 | 1.3457 | 0.2733 | 1.3457 | 1.1600 |
233
+ | No log | 11.7419 | 364 | 1.4928 | 0.2717 | 1.4928 | 1.2218 |
234
+ | No log | 11.8065 | 366 | 1.4950 | 0.2488 | 1.4950 | 1.2227 |
235
+ | No log | 11.8710 | 368 | 1.4044 | 0.2823 | 1.4044 | 1.1851 |
236
+ | No log | 11.9355 | 370 | 1.3490 | 0.3103 | 1.3490 | 1.1615 |
237
+ | No log | 12.0 | 372 | 1.2202 | 0.3165 | 1.2202 | 1.1046 |
238
+ | No log | 12.0645 | 374 | 1.1830 | 0.2640 | 1.1830 | 1.0876 |
239
+ | No log | 12.1290 | 376 | 1.1919 | 0.2640 | 1.1919 | 1.0917 |
240
+ | No log | 12.1935 | 378 | 1.1480 | 0.2341 | 1.1480 | 1.0714 |
241
+ | No log | 12.2581 | 380 | 1.0949 | 0.2027 | 1.0949 | 1.0464 |
242
+ | No log | 12.3226 | 382 | 1.0669 | 0.2027 | 1.0669 | 1.0329 |
243
+ | No log | 12.3871 | 384 | 1.0890 | 0.2027 | 1.0890 | 1.0436 |
244
+ | No log | 12.4516 | 386 | 1.2123 | 0.3460 | 1.2123 | 1.1010 |
245
+ | No log | 12.5161 | 388 | 1.3746 | 0.3135 | 1.3746 | 1.1724 |
246
+ | No log | 12.5806 | 390 | 1.4947 | 0.2644 | 1.4947 | 1.2226 |
247
+ | No log | 12.6452 | 392 | 1.4677 | 0.2606 | 1.4677 | 1.2115 |
248
+ | No log | 12.7097 | 394 | 1.3845 | 0.2924 | 1.3845 | 1.1766 |
249
+ | No log | 12.7742 | 396 | 1.3037 | 0.2924 | 1.3037 | 1.1418 |
250
+ | No log | 12.8387 | 398 | 1.1891 | 0.4056 | 1.1891 | 1.0905 |
251
+ | No log | 12.9032 | 400 | 1.1881 | 0.4056 | 1.1881 | 1.0900 |
252
+ | No log | 12.9677 | 402 | 1.2517 | 0.3511 | 1.2517 | 1.1188 |
253
+ | No log | 13.0323 | 404 | 1.3299 | 0.2832 | 1.3299 | 1.1532 |
254
+ | No log | 13.0968 | 406 | 1.3152 | 0.2793 | 1.3152 | 1.1468 |
255
+ | No log | 13.1613 | 408 | 1.2562 | 0.1814 | 1.2562 | 1.1208 |
256
+ | No log | 13.2258 | 410 | 1.1566 | 0.2424 | 1.1566 | 1.0755 |
257
+ | No log | 13.2903 | 412 | 1.1626 | 0.2424 | 1.1626 | 1.0782 |
258
+ | No log | 13.3548 | 414 | 1.1939 | 0.3263 | 1.1939 | 1.0927 |
259
+ | No log | 13.4194 | 416 | 1.3274 | 0.3107 | 1.3274 | 1.1521 |
260
+ | No log | 13.4839 | 418 | 1.4125 | 0.2342 | 1.4125 | 1.1885 |
261
+ | No log | 13.5484 | 420 | 1.3916 | 0.2342 | 1.3916 | 1.1797 |
262
+ | No log | 13.6129 | 422 | 1.3262 | 0.3107 | 1.3262 | 1.1516 |
263
+ | No log | 13.6774 | 424 | 1.1882 | 0.3534 | 1.1882 | 1.0901 |
264
+ | No log | 13.7419 | 426 | 1.1743 | 0.3794 | 1.1743 | 1.0836 |
265
+ | No log | 13.8065 | 428 | 1.2921 | 0.3460 | 1.2921 | 1.1367 |
266
+ | No log | 13.8710 | 430 | 1.4900 | 0.2437 | 1.4900 | 1.2206 |
267
+ | No log | 13.9355 | 432 | 1.5587 | 0.2694 | 1.5587 | 1.2485 |
268
+ | No log | 14.0 | 434 | 1.4795 | 0.2437 | 1.4795 | 1.2163 |
269
+ | No log | 14.0645 | 436 | 1.3527 | 0.3072 | 1.3527 | 1.1631 |
270
+ | No log | 14.1290 | 438 | 1.3079 | 0.2284 | 1.3079 | 1.1436 |
271
+ | No log | 14.1935 | 440 | 1.3366 | 0.1486 | 1.3366 | 1.1561 |
272
+ | No log | 14.2581 | 442 | 1.3076 | 0.1486 | 1.3076 | 1.1435 |
273
+ | No log | 14.3226 | 444 | 1.2479 | 0.2284 | 1.2479 | 1.1171 |
274
+ | No log | 14.3871 | 446 | 1.2028 | 0.2681 | 1.2028 | 1.0967 |
275
+ | No log | 14.4516 | 448 | 1.2486 | 0.3813 | 1.2486 | 1.1174 |
276
+ | No log | 14.5161 | 450 | 1.3550 | 0.3365 | 1.3550 | 1.1640 |
277
+ | No log | 14.5806 | 452 | 1.4052 | 0.2611 | 1.4052 | 1.1854 |
278
+ | No log | 14.6452 | 454 | 1.3540 | 0.2611 | 1.3540 | 1.1636 |
279
+ | No log | 14.7097 | 456 | 1.2575 | 0.3460 | 1.2575 | 1.1214 |
280
+ | No log | 14.7742 | 458 | 1.2297 | 0.3199 | 1.2297 | 1.1089 |
281
+ | No log | 14.8387 | 460 | 1.2212 | 0.2926 | 1.2212 | 1.1051 |
282
+ | No log | 14.9032 | 462 | 1.1993 | 0.2528 | 1.1993 | 1.0951 |
283
+ | No log | 14.9677 | 464 | 1.2042 | 0.2528 | 1.2042 | 1.0974 |
284
+ | No log | 15.0323 | 466 | 1.3143 | 0.2926 | 1.3143 | 1.1464 |
285
+ | No log | 15.0968 | 468 | 1.3739 | 0.2313 | 1.3739 | 1.1721 |
286
+ | No log | 15.1613 | 470 | 1.4661 | 0.2771 | 1.4661 | 1.2108 |
287
+ | No log | 15.2258 | 472 | 1.4577 | 0.2511 | 1.4577 | 1.2074 |
288
+ | No log | 15.2903 | 474 | 1.3690 | 0.2647 | 1.3690 | 1.1700 |
289
+ | No log | 15.3548 | 476 | 1.2198 | 0.2167 | 1.2198 | 1.1044 |
290
+ | No log | 15.4194 | 478 | 1.1636 | 0.1294 | 1.1636 | 1.0787 |
291
+ | No log | 15.4839 | 480 | 1.2587 | 0.1288 | 1.2587 | 1.1219 |
292
+ | No log | 15.5484 | 482 | 1.5153 | 0.2170 | 1.5153 | 1.2310 |
293
+ | No log | 15.6129 | 484 | 1.6620 | 0.2448 | 1.6620 | 1.2892 |
294
+ | No log | 15.6774 | 486 | 1.6249 | 0.2406 | 1.6249 | 1.2747 |
295
+ | No log | 15.7419 | 488 | 1.4394 | 0.2170 | 1.4394 | 1.1997 |
296
+ | No log | 15.8065 | 490 | 1.3143 | 0.2926 | 1.3143 | 1.1464 |
297
+ | No log | 15.8710 | 492 | 1.2173 | 0.2614 | 1.2173 | 1.1033 |
298
+ | No log | 15.9355 | 494 | 1.2326 | 0.2564 | 1.2326 | 1.1102 |
299
+ | No log | 16.0 | 496 | 1.3332 | 0.1562 | 1.3332 | 1.1546 |
300
+ | No log | 16.0645 | 498 | 1.4842 | 0.2239 | 1.4842 | 1.2183 |
301
+ | 0.2885 | 16.1290 | 500 | 1.5289 | 0.1533 | 1.5289 | 1.2365 |
302
+ | 0.2885 | 16.1935 | 502 | 1.4666 | 0.1310 | 1.4666 | 1.2110 |
303
+ | 0.2885 | 16.2581 | 504 | 1.3550 | 0.0878 | 1.3550 | 1.1641 |
304
+ | 0.2885 | 16.3226 | 506 | 1.2856 | 0.0878 | 1.2856 | 1.1338 |
305
+ | 0.2885 | 16.3871 | 508 | 1.3204 | 0.1814 | 1.3204 | 1.1491 |
306
+ | 0.2885 | 16.4516 | 510 | 1.3874 | 0.2004 | 1.3874 | 1.1779 |
307
+ | 0.2885 | 16.5161 | 512 | 1.4601 | 0.2170 | 1.4601 | 1.2083 |
308
+ | 0.2885 | 16.5806 | 514 | 1.5196 | 0.2170 | 1.5196 | 1.2327 |
309
+ | 0.2885 | 16.6452 | 516 | 1.5635 | 0.2170 | 1.5635 | 1.2504 |
310
+ | 0.2885 | 16.7097 | 518 | 1.5160 | 0.2170 | 1.5160 | 1.2312 |
311
+ | 0.2885 | 16.7742 | 520 | 1.3683 | 0.1814 | 1.3683 | 1.1697 |
312
+ | 0.2885 | 16.8387 | 522 | 1.1875 | 0.0833 | 1.1875 | 1.0897 |
313
+ | 0.2885 | 16.9032 | 524 | 1.1206 | 0.1487 | 1.1206 | 1.0586 |
314
+ | 0.2885 | 16.9677 | 526 | 1.1391 | 0.1487 | 1.1391 | 1.0673 |
315
+ | 0.2885 | 17.0323 | 528 | 1.1382 | 0.1487 | 1.1382 | 1.0669 |
316
+ | 0.2885 | 17.0968 | 530 | 1.2036 | 0.1434 | 1.2036 | 1.0971 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions