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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_task5_organization

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  1. README.md +606 -263
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k6_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9493
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- - Qwk: 0.2901
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- - Mse: 0.9493
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- - Rmse: 0.9743
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  ## Model description
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@@ -49,263 +49,606 @@ 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 | 0.1053 | 2 | 4.2438 | -0.0008 | 4.2438 | 2.0600 |
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- | No log | 0.2105 | 4 | 2.4326 | 0.1103 | 2.4326 | 1.5597 |
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- | No log | 0.3158 | 6 | 1.6927 | -0.0144 | 1.6927 | 1.3010 |
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- | No log | 0.4211 | 8 | 1.9474 | 0.0445 | 1.9474 | 1.3955 |
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- | No log | 0.5263 | 10 | 2.1575 | 0.0626 | 2.1575 | 1.4688 |
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- | No log | 0.6316 | 12 | 1.3459 | 0.1329 | 1.3459 | 1.1601 |
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- | No log | 0.7368 | 14 | 1.1634 | 0.1858 | 1.1634 | 1.0786 |
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- | No log | 0.8421 | 16 | 1.2723 | 0.0232 | 1.2723 | 1.1280 |
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- | No log | 0.9474 | 18 | 1.4638 | 0.0 | 1.4638 | 1.2099 |
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- | No log | 1.0526 | 20 | 1.4187 | 0.0 | 1.4187 | 1.1911 |
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- | No log | 1.1579 | 22 | 1.3275 | 0.0 | 1.3275 | 1.1522 |
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- | No log | 1.2632 | 24 | 1.2392 | 0.1201 | 1.2392 | 1.1132 |
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- | No log | 1.3684 | 26 | 1.1896 | 0.2168 | 1.1896 | 1.0907 |
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- | No log | 1.4737 | 28 | 1.3979 | 0.1419 | 1.3979 | 1.1823 |
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- | No log | 1.5789 | 30 | 1.6343 | 0.1207 | 1.6343 | 1.2784 |
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- | No log | 1.6842 | 32 | 2.0626 | 0.0619 | 2.0626 | 1.4362 |
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- | No log | 1.7895 | 34 | 1.6677 | 0.1294 | 1.6677 | 1.2914 |
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- | No log | 1.8947 | 36 | 1.4241 | 0.0884 | 1.4241 | 1.1934 |
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- | No log | 2.0 | 38 | 1.2327 | 0.1769 | 1.2327 | 1.1103 |
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- | No log | 2.1053 | 40 | 1.0952 | 0.1909 | 1.0952 | 1.0465 |
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- | No log | 2.2105 | 42 | 1.0855 | 0.1585 | 1.0855 | 1.0419 |
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- | No log | 2.3158 | 44 | 1.1321 | 0.1627 | 1.1321 | 1.0640 |
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- | No log | 2.4211 | 46 | 1.3787 | 0.1007 | 1.3787 | 1.1742 |
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- | No log | 2.5263 | 48 | 1.4533 | 0.0889 | 1.4533 | 1.2055 |
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- | No log | 2.6316 | 50 | 1.2888 | 0.2191 | 1.2888 | 1.1353 |
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- | No log | 2.7368 | 52 | 1.1870 | 0.1458 | 1.1870 | 1.0895 |
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- | No log | 2.8421 | 54 | 1.2738 | 0.2417 | 1.2738 | 1.1286 |
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- | No log | 2.9474 | 56 | 1.5965 | 0.1729 | 1.5965 | 1.2635 |
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- | No log | 3.0526 | 58 | 1.9733 | 0.1324 | 1.9733 | 1.4047 |
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- | No log | 3.1579 | 60 | 1.7585 | 0.1893 | 1.7585 | 1.3261 |
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- | No log | 3.2632 | 62 | 1.3181 | 0.2506 | 1.3181 | 1.1481 |
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- | No log | 3.3684 | 64 | 1.1366 | 0.1299 | 1.1366 | 1.0661 |
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- | No log | 3.4737 | 66 | 1.1348 | 0.1859 | 1.1348 | 1.0653 |
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- | No log | 3.5789 | 68 | 1.1114 | 0.2265 | 1.1114 | 1.0542 |
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- | No log | 3.6842 | 70 | 1.2754 | 0.2291 | 1.2754 | 1.1293 |
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- | No log | 3.7895 | 72 | 1.8099 | 0.1811 | 1.8099 | 1.3453 |
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- | No log | 3.8947 | 74 | 1.8718 | 0.1718 | 1.8718 | 1.3681 |
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- | No log | 4.0 | 76 | 1.5810 | 0.1450 | 1.5810 | 1.2574 |
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- | No log | 4.1053 | 78 | 1.2960 | 0.1548 | 1.2960 | 1.1384 |
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- | No log | 4.2105 | 80 | 1.2224 | 0.1584 | 1.2224 | 1.1056 |
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- | No log | 4.3158 | 82 | 1.1891 | 0.1621 | 1.1891 | 1.0904 |
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- | No log | 4.4211 | 84 | 1.2553 | 0.2354 | 1.2553 | 1.1204 |
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- | No log | 4.5263 | 86 | 1.5169 | 0.1990 | 1.5169 | 1.2316 |
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- | No log | 4.6316 | 88 | 2.1658 | 0.1274 | 2.1658 | 1.4717 |
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- | No log | 4.7368 | 90 | 1.9274 | 0.1724 | 1.9274 | 1.3883 |
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- | No log | 4.8421 | 92 | 1.6565 | 0.1673 | 1.6565 | 1.2871 |
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- | No log | 4.9474 | 94 | 1.6344 | 0.1741 | 1.6344 | 1.2784 |
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- | No log | 5.0526 | 96 | 1.3132 | 0.3435 | 1.3132 | 1.1459 |
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- | No log | 5.1579 | 98 | 1.2982 | 0.3319 | 1.2982 | 1.1394 |
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- | No log | 5.2632 | 100 | 1.2955 | 0.3666 | 1.2955 | 1.1382 |
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- | No log | 5.3684 | 102 | 1.1529 | 0.2329 | 1.1529 | 1.0737 |
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- | No log | 5.4737 | 104 | 1.1488 | 0.2760 | 1.1488 | 1.0718 |
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- | No log | 5.5789 | 106 | 1.2189 | 0.3345 | 1.2189 | 1.1041 |
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- | No log | 5.6842 | 108 | 1.2124 | 0.3281 | 1.2124 | 1.1011 |
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- | No log | 5.7895 | 110 | 1.2122 | 0.3321 | 1.2122 | 1.1010 |
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- | No log | 5.8947 | 112 | 1.2403 | 0.2813 | 1.2403 | 1.1137 |
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- | No log | 6.0 | 114 | 1.1926 | 0.3793 | 1.1926 | 1.0921 |
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- | No log | 6.1053 | 116 | 1.2225 | 0.3691 | 1.2225 | 1.1057 |
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- | No log | 6.2105 | 118 | 1.1621 | 0.3793 | 1.1621 | 1.0780 |
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- | No log | 6.3158 | 120 | 1.1809 | 0.3747 | 1.1809 | 1.0867 |
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- | No log | 6.4211 | 122 | 1.1414 | 0.3625 | 1.1414 | 1.0684 |
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- | No log | 6.5263 | 124 | 1.1090 | 0.2850 | 1.1090 | 1.0531 |
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- | No log | 6.6316 | 126 | 1.1310 | 0.3529 | 1.1310 | 1.0635 |
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- | No log | 6.7368 | 128 | 1.0989 | 0.2647 | 1.0989 | 1.0483 |
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- | No log | 6.8421 | 130 | 1.0598 | 0.2092 | 1.0598 | 1.0295 |
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- | No log | 6.9474 | 132 | 1.0862 | 0.3011 | 1.0862 | 1.0422 |
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- | No log | 7.0526 | 134 | 1.0787 | 0.3011 | 1.0787 | 1.0386 |
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- | No log | 7.1579 | 136 | 1.0509 | 0.2537 | 1.0509 | 1.0251 |
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- | No log | 7.2632 | 138 | 1.0867 | 0.3819 | 1.0867 | 1.0424 |
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- | No log | 7.3684 | 140 | 1.1035 | 0.4444 | 1.1035 | 1.0505 |
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- | No log | 7.4737 | 142 | 1.1043 | 0.3965 | 1.1043 | 1.0508 |
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- | No log | 7.5789 | 144 | 1.2044 | 0.3824 | 1.2044 | 1.0975 |
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- | No log | 7.6842 | 146 | 1.2311 | 0.2817 | 1.2311 | 1.1096 |
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- | No log | 7.7895 | 148 | 1.1797 | 0.4714 | 1.1797 | 1.0862 |
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- | No log | 7.8947 | 150 | 1.1742 | 0.5128 | 1.1742 | 1.0836 |
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- | No log | 8.0 | 152 | 1.1780 | 0.4234 | 1.1780 | 1.0854 |
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- | No log | 8.1053 | 154 | 1.2313 | 0.3892 | 1.2313 | 1.1096 |
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- | No log | 8.2105 | 156 | 1.2240 | 0.3827 | 1.2240 | 1.1063 |
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- | No log | 8.3158 | 158 | 1.1520 | 0.4511 | 1.1520 | 1.0733 |
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- | No log | 8.4211 | 160 | 1.1326 | 0.4388 | 1.1326 | 1.0643 |
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- | No log | 8.5263 | 162 | 1.1599 | 0.4115 | 1.1599 | 1.0770 |
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- | No log | 8.6316 | 164 | 1.2441 | 0.3756 | 1.2441 | 1.1154 |
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- | No log | 8.7368 | 166 | 1.1698 | 0.4115 | 1.1698 | 1.0816 |
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- | No log | 8.8421 | 168 | 1.0751 | 0.4175 | 1.0751 | 1.0369 |
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- | No log | 8.9474 | 170 | 1.0730 | 0.3771 | 1.0730 | 1.0359 |
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- | No log | 9.0526 | 172 | 1.0913 | 0.3409 | 1.0913 | 1.0447 |
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- | No log | 9.1579 | 174 | 1.0699 | 0.2850 | 1.0699 | 1.0344 |
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- | No log | 9.2632 | 176 | 1.1233 | 0.2410 | 1.1233 | 1.0599 |
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- | No log | 9.3684 | 178 | 1.1648 | 0.3169 | 1.1648 | 1.0793 |
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- | No log | 9.4737 | 180 | 1.1528 | 0.3077 | 1.1528 | 1.0737 |
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- | No log | 9.5789 | 182 | 1.1459 | 0.2883 | 1.1459 | 1.0705 |
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- | No log | 9.6842 | 184 | 1.1585 | 0.2958 | 1.1585 | 1.0763 |
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- | No log | 9.7895 | 186 | 1.1903 | 0.3065 | 1.1903 | 1.0910 |
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- | No log | 9.8947 | 188 | 1.1750 | 0.2387 | 1.1750 | 1.0840 |
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- | No log | 10.0 | 190 | 1.1953 | 0.3409 | 1.1953 | 1.0933 |
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- | No log | 10.1053 | 192 | 1.1871 | 0.3409 | 1.1871 | 1.0895 |
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- | No log | 10.2105 | 194 | 1.1399 | 0.2980 | 1.1399 | 1.0676 |
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- | No log | 10.3158 | 196 | 1.1164 | 0.3437 | 1.1164 | 1.0566 |
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- | No log | 10.4211 | 198 | 1.1199 | 0.2611 | 1.1199 | 1.0582 |
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- | No log | 10.5263 | 200 | 1.1265 | 0.3083 | 1.1265 | 1.0614 |
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- | No log | 10.6316 | 202 | 1.0590 | 0.2991 | 1.0590 | 1.0291 |
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- | No log | 10.7368 | 204 | 1.0111 | 0.3327 | 1.0111 | 1.0055 |
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- | No log | 10.8421 | 206 | 1.0444 | 0.2761 | 1.0444 | 1.0220 |
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- | No log | 10.9474 | 208 | 1.0871 | 0.3785 | 1.0871 | 1.0426 |
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- | No log | 11.0526 | 210 | 1.0236 | 0.3720 | 1.0236 | 1.0118 |
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- | No log | 11.1579 | 212 | 1.0358 | 0.4196 | 1.0358 | 1.0177 |
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- | No log | 11.2632 | 214 | 1.0610 | 0.4079 | 1.0610 | 1.0300 |
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- | No log | 11.3684 | 216 | 1.0047 | 0.3631 | 1.0047 | 1.0024 |
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- | No log | 11.4737 | 218 | 1.0332 | 0.2541 | 1.0332 | 1.0165 |
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- | No log | 11.5789 | 220 | 1.0551 | 0.3205 | 1.0551 | 1.0272 |
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- | No log | 11.6842 | 222 | 1.0213 | 0.3287 | 1.0213 | 1.0106 |
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- | No log | 11.7895 | 224 | 1.1295 | 0.4722 | 1.1295 | 1.0628 |
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- | No log | 11.8947 | 226 | 1.1490 | 0.4722 | 1.1490 | 1.0719 |
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- | No log | 12.0 | 228 | 1.0818 | 0.4282 | 1.0818 | 1.0401 |
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- | No log | 12.1053 | 230 | 1.0736 | 0.3806 | 1.0736 | 1.0362 |
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- | No log | 12.2105 | 232 | 1.0311 | 0.2697 | 1.0311 | 1.0154 |
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- | No log | 12.3158 | 234 | 1.0194 | 0.2231 | 1.0194 | 1.0097 |
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- | No log | 12.4211 | 236 | 1.0242 | 0.2993 | 1.0242 | 1.0120 |
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- | No log | 12.5263 | 238 | 1.0533 | 0.3066 | 1.0533 | 1.0263 |
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- | No log | 12.6316 | 240 | 1.0315 | 0.2699 | 1.0315 | 1.0156 |
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- | No log | 12.7368 | 242 | 0.9939 | 0.2651 | 0.9939 | 0.9970 |
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- | No log | 12.8421 | 244 | 0.9928 | 0.2629 | 0.9928 | 0.9964 |
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- | No log | 12.9474 | 246 | 1.0031 | 0.3052 | 1.0031 | 1.0016 |
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- | No log | 13.0526 | 248 | 1.0187 | 0.3823 | 1.0187 | 1.0093 |
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- | No log | 13.1579 | 250 | 1.0032 | 0.3715 | 1.0032 | 1.0016 |
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- | No log | 13.2632 | 252 | 0.9783 | 0.3072 | 0.9783 | 0.9891 |
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- | No log | 13.3684 | 254 | 0.9857 | 0.2941 | 0.9857 | 0.9928 |
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- | No log | 13.4737 | 256 | 1.0365 | 0.3124 | 1.0365 | 1.0181 |
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- | No log | 13.5789 | 258 | 1.0295 | 0.2183 | 1.0295 | 1.0146 |
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- | No log | 13.6842 | 260 | 1.0088 | 0.2509 | 1.0088 | 1.0044 |
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- | No log | 13.7895 | 262 | 1.0268 | 0.3117 | 1.0268 | 1.0133 |
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- | No log | 13.8947 | 264 | 0.9928 | 0.2901 | 0.9928 | 0.9964 |
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- | No log | 14.0 | 266 | 1.0081 | 0.2300 | 1.0081 | 1.0040 |
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- | No log | 14.1053 | 268 | 1.1025 | 0.2961 | 1.1025 | 1.0500 |
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- | No log | 14.2105 | 270 | 1.1273 | 0.2012 | 1.1273 | 1.0617 |
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- | No log | 14.3158 | 272 | 1.0551 | 0.3414 | 1.0551 | 1.0272 |
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- | No log | 14.4211 | 274 | 0.9689 | 0.2607 | 0.9689 | 0.9843 |
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- | No log | 14.5263 | 276 | 0.9439 | 0.2741 | 0.9439 | 0.9715 |
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- | No log | 14.6316 | 278 | 0.9329 | 0.2741 | 0.9329 | 0.9659 |
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- | No log | 14.7368 | 280 | 0.9445 | 0.2743 | 0.9445 | 0.9719 |
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- | No log | 14.8421 | 282 | 0.9740 | 0.3510 | 0.9740 | 0.9869 |
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- | No log | 14.9474 | 284 | 0.9576 | 0.3528 | 0.9576 | 0.9786 |
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- | No log | 15.0526 | 286 | 0.9333 | 0.2879 | 0.9333 | 0.9661 |
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- | No log | 15.1579 | 288 | 0.9411 | 0.2741 | 0.9411 | 0.9701 |
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- | No log | 15.2632 | 290 | 0.9628 | 0.2504 | 0.9628 | 0.9812 |
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- | No log | 15.3684 | 292 | 0.9701 | 0.2504 | 0.9701 | 0.9849 |
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- | No log | 15.4737 | 294 | 0.9782 | 0.2504 | 0.9782 | 0.9891 |
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- | No log | 15.5789 | 296 | 1.0120 | 0.3399 | 1.0120 | 1.0060 |
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- | No log | 15.6842 | 298 | 1.0398 | 0.3662 | 1.0398 | 1.0197 |
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- | No log | 15.7895 | 300 | 1.0236 | 0.3914 | 1.0236 | 1.0117 |
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- | No log | 15.8947 | 302 | 0.9835 | 0.2402 | 0.9835 | 0.9917 |
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- | No log | 16.0 | 304 | 0.9835 | 0.2092 | 0.9835 | 0.9917 |
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- | No log | 16.1053 | 306 | 1.0252 | 0.2857 | 1.0252 | 1.0125 |
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- | No log | 16.2105 | 308 | 1.0930 | 0.2836 | 1.0930 | 1.0455 |
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- | No log | 16.3158 | 310 | 1.0847 | 0.1901 | 1.0847 | 1.0415 |
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- | No log | 16.4211 | 312 | 1.0417 | 0.2556 | 1.0417 | 1.0207 |
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- | No log | 16.5263 | 314 | 1.0372 | 0.2579 | 1.0372 | 1.0184 |
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- | No log | 16.6316 | 316 | 1.0666 | 0.3788 | 1.0666 | 1.0328 |
210
- | No log | 16.7368 | 318 | 1.1381 | 0.3463 | 1.1381 | 1.0668 |
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- | No log | 16.8421 | 320 | 1.1024 | 0.4076 | 1.1024 | 1.0500 |
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- | No log | 16.9474 | 322 | 1.0591 | 0.4206 | 1.0591 | 1.0291 |
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- | No log | 17.0526 | 324 | 1.0296 | 0.3674 | 1.0296 | 1.0147 |
214
- | No log | 17.1579 | 326 | 1.0354 | 0.3876 | 1.0354 | 1.0175 |
215
- | No log | 17.2632 | 328 | 1.0358 | 0.4106 | 1.0358 | 1.0178 |
216
- | No log | 17.3684 | 330 | 1.0758 | 0.4191 | 1.0758 | 1.0372 |
217
- | No log | 17.4737 | 332 | 1.0571 | 0.4181 | 1.0571 | 1.0282 |
218
- | No log | 17.5789 | 334 | 0.9988 | 0.3931 | 0.9988 | 0.9994 |
219
- | No log | 17.6842 | 336 | 0.9848 | 0.3133 | 0.9848 | 0.9924 |
220
- | No log | 17.7895 | 338 | 0.9987 | 0.2922 | 0.9987 | 0.9994 |
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- | No log | 17.8947 | 340 | 1.0161 | 0.3230 | 1.0161 | 1.0080 |
222
- | No log | 18.0 | 342 | 1.0389 | 0.3566 | 1.0389 | 1.0192 |
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- | No log | 18.1053 | 344 | 1.0018 | 0.3230 | 1.0018 | 1.0009 |
224
- | No log | 18.2105 | 346 | 0.9734 | 0.3056 | 0.9734 | 0.9866 |
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- | No log | 18.3158 | 348 | 0.9976 | 0.3144 | 0.9976 | 0.9988 |
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- | No log | 18.4211 | 350 | 0.9948 | 0.3124 | 0.9948 | 0.9974 |
227
- | No log | 18.5263 | 352 | 0.9434 | 0.3398 | 0.9434 | 0.9713 |
228
- | No log | 18.6316 | 354 | 0.9151 | 0.3059 | 0.9151 | 0.9566 |
229
- | No log | 18.7368 | 356 | 0.9323 | 0.3759 | 0.9323 | 0.9655 |
230
- | No log | 18.8421 | 358 | 0.9149 | 0.4383 | 0.9149 | 0.9565 |
231
- | No log | 18.9474 | 360 | 0.9214 | 0.4792 | 0.9214 | 0.9599 |
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- | No log | 19.0526 | 362 | 0.9209 | 0.4792 | 0.9209 | 0.9597 |
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- | No log | 19.1579 | 364 | 0.9164 | 0.4 | 0.9164 | 0.9573 |
234
- | No log | 19.2632 | 366 | 0.9317 | 0.3854 | 0.9317 | 0.9653 |
235
- | No log | 19.3684 | 368 | 0.9360 | 0.2963 | 0.9360 | 0.9675 |
236
- | No log | 19.4737 | 370 | 0.9622 | 0.3474 | 0.9622 | 0.9809 |
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- | No log | 19.5789 | 372 | 0.9803 | 0.3128 | 0.9803 | 0.9901 |
238
- | No log | 19.6842 | 374 | 0.9810 | 0.3017 | 0.9810 | 0.9904 |
239
- | No log | 19.7895 | 376 | 0.9891 | 0.2785 | 0.9891 | 0.9945 |
240
- | No log | 19.8947 | 378 | 1.0060 | 0.3059 | 1.0060 | 1.0030 |
241
- | No log | 20.0 | 380 | 1.0086 | 0.2647 | 1.0086 | 1.0043 |
242
- | No log | 20.1053 | 382 | 1.0173 | 0.2786 | 1.0173 | 1.0086 |
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- | No log | 20.2105 | 384 | 1.0478 | 0.3786 | 1.0478 | 1.0236 |
244
- | No log | 20.3158 | 386 | 1.1265 | 0.3409 | 1.1265 | 1.0614 |
245
- | No log | 20.4211 | 388 | 1.1204 | 0.2230 | 1.1204 | 1.0585 |
246
- | No log | 20.5263 | 390 | 1.0569 | 0.3128 | 1.0569 | 1.0281 |
247
- | No log | 20.6316 | 392 | 1.0385 | 0.2901 | 1.0385 | 1.0191 |
248
- | No log | 20.7368 | 394 | 1.0443 | 0.3230 | 1.0443 | 1.0219 |
249
- | No log | 20.8421 | 396 | 1.0462 | 0.2574 | 1.0462 | 1.0228 |
250
- | No log | 20.9474 | 398 | 1.0872 | 0.2791 | 1.0872 | 1.0427 |
251
- | No log | 21.0526 | 400 | 1.1640 | 0.1435 | 1.1640 | 1.0789 |
252
- | No log | 21.1579 | 402 | 1.1780 | 0.1081 | 1.1780 | 1.0853 |
253
- | No log | 21.2632 | 404 | 1.1353 | 0.2179 | 1.1353 | 1.0655 |
254
- | No log | 21.3684 | 406 | 1.0460 | 0.2795 | 1.0460 | 1.0227 |
255
- | No log | 21.4737 | 408 | 0.9943 | 0.2574 | 0.9943 | 0.9972 |
256
- | No log | 21.5789 | 410 | 0.9825 | 0.2998 | 0.9825 | 0.9912 |
257
- | No log | 21.6842 | 412 | 0.9709 | 0.2716 | 0.9709 | 0.9854 |
258
- | No log | 21.7895 | 414 | 1.0239 | 0.4273 | 1.0239 | 1.0119 |
259
- | No log | 21.8947 | 416 | 1.0997 | 0.3662 | 1.0997 | 1.0486 |
260
- | No log | 22.0 | 418 | 1.1217 | 0.3662 | 1.1217 | 1.0591 |
261
- | No log | 22.1053 | 420 | 1.1309 | 0.2878 | 1.1309 | 1.0634 |
262
- | No log | 22.2105 | 422 | 1.1299 | 0.2991 | 1.1299 | 1.0630 |
263
- | No log | 22.3158 | 424 | 1.1065 | 0.2584 | 1.1065 | 1.0519 |
264
- | No log | 22.4211 | 426 | 1.0973 | 0.2584 | 1.0973 | 1.0475 |
265
- | No log | 22.5263 | 428 | 1.0993 | 0.2699 | 1.0993 | 1.0485 |
266
- | No log | 22.6316 | 430 | 1.0989 | 0.2310 | 1.0989 | 1.0483 |
267
- | No log | 22.7368 | 432 | 1.0646 | 0.2991 | 1.0646 | 1.0318 |
268
- | No log | 22.8421 | 434 | 1.0025 | 0.2697 | 1.0025 | 1.0012 |
269
- | No log | 22.9474 | 436 | 0.9683 | 0.2980 | 0.9683 | 0.9840 |
270
- | No log | 23.0526 | 438 | 0.9909 | 0.4175 | 0.9909 | 0.9955 |
271
- | No log | 23.1579 | 440 | 1.0357 | 0.3976 | 1.0357 | 1.0177 |
272
- | No log | 23.2632 | 442 | 1.0673 | 0.4076 | 1.0673 | 1.0331 |
273
- | No log | 23.3684 | 444 | 1.0597 | 0.4176 | 1.0597 | 1.0294 |
274
- | No log | 23.4737 | 446 | 0.9998 | 0.4053 | 0.9998 | 0.9999 |
275
- | No log | 23.5789 | 448 | 0.9493 | 0.3184 | 0.9493 | 0.9743 |
276
- | No log | 23.6842 | 450 | 0.9422 | 0.3184 | 0.9422 | 0.9707 |
277
- | No log | 23.7895 | 452 | 0.9388 | 0.3072 | 0.9388 | 0.9689 |
278
- | No log | 23.8947 | 454 | 0.9493 | 0.3184 | 0.9493 | 0.9743 |
279
- | No log | 24.0 | 456 | 0.9604 | 0.3540 | 0.9604 | 0.9800 |
280
- | No log | 24.1053 | 458 | 0.9773 | 0.3408 | 0.9773 | 0.9886 |
281
- | No log | 24.2105 | 460 | 0.9656 | 0.4181 | 0.9656 | 0.9826 |
282
- | No log | 24.3158 | 462 | 0.9295 | 0.3965 | 0.9295 | 0.9641 |
283
- | No log | 24.4211 | 464 | 0.9191 | 0.3335 | 0.9191 | 0.9587 |
284
- | No log | 24.5263 | 466 | 0.9278 | 0.3204 | 0.9278 | 0.9632 |
285
- | No log | 24.6316 | 468 | 0.9446 | 0.3427 | 0.9446 | 0.9719 |
286
- | No log | 24.7368 | 470 | 0.9722 | 0.3296 | 0.9722 | 0.9860 |
287
- | No log | 24.8421 | 472 | 0.9573 | 0.3014 | 0.9573 | 0.9784 |
288
- | No log | 24.9474 | 474 | 0.9347 | 0.3388 | 0.9347 | 0.9668 |
289
- | No log | 25.0526 | 476 | 0.9424 | 0.3741 | 0.9424 | 0.9708 |
290
- | No log | 25.1579 | 478 | 0.9561 | 0.3741 | 0.9561 | 0.9778 |
291
- | No log | 25.2632 | 480 | 0.9415 | 0.3722 | 0.9415 | 0.9703 |
292
- | No log | 25.3684 | 482 | 0.9525 | 0.3388 | 0.9525 | 0.9760 |
293
- | No log | 25.4737 | 484 | 0.9718 | 0.3014 | 0.9718 | 0.9858 |
294
- | No log | 25.5789 | 486 | 1.0046 | 0.3128 | 1.0046 | 1.0023 |
295
- | No log | 25.6842 | 488 | 1.0082 | 0.3296 | 1.0082 | 1.0041 |
296
- | No log | 25.7895 | 490 | 0.9747 | 0.2786 | 0.9747 | 0.9873 |
297
- | No log | 25.8947 | 492 | 0.9277 | 0.3571 | 0.9277 | 0.9632 |
298
- | No log | 26.0 | 494 | 0.9027 | 0.3537 | 0.9027 | 0.9501 |
299
- | No log | 26.1053 | 496 | 0.9100 | 0.3467 | 0.9100 | 0.9540 |
300
- | No log | 26.2105 | 498 | 0.9095 | 0.3467 | 0.9095 | 0.9537 |
301
- | 0.283 | 26.3158 | 500 | 0.9007 | 0.3873 | 0.9007 | 0.9491 |
302
- | 0.283 | 26.4211 | 502 | 0.9055 | 0.3747 | 0.9055 | 0.9516 |
303
- | 0.283 | 26.5263 | 504 | 0.9153 | 0.4109 | 0.9154 | 0.9567 |
304
- | 0.283 | 26.6316 | 506 | 0.9174 | 0.3685 | 0.9174 | 0.9578 |
305
- | 0.283 | 26.7368 | 508 | 0.9183 | 0.3776 | 0.9183 | 0.9583 |
306
- | 0.283 | 26.8421 | 510 | 0.9257 | 0.3537 | 0.9257 | 0.9622 |
307
- | 0.283 | 26.9474 | 512 | 0.9283 | 0.3537 | 0.9283 | 0.9635 |
308
- | 0.283 | 27.0526 | 514 | 0.9493 | 0.2901 | 0.9493 | 0.9743 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_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.
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  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6039
19
+ - Qwk: 0.5785
20
+ - Mse: 0.6039
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+ - Rmse: 0.7771
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1176 | 2 | 3.9401 | -0.0257 | 3.9401 | 1.9850 |
53
+ | No log | 0.2353 | 4 | 2.1705 | 0.0631 | 2.1705 | 1.4733 |
54
+ | No log | 0.3529 | 6 | 1.3299 | 0.0370 | 1.3299 | 1.1532 |
55
+ | No log | 0.4706 | 8 | 1.1078 | 0.2981 | 1.1078 | 1.0525 |
56
+ | No log | 0.5882 | 10 | 1.1791 | 0.0576 | 1.1791 | 1.0859 |
57
+ | No log | 0.7059 | 12 | 1.2837 | -0.0463 | 1.2837 | 1.1330 |
58
+ | No log | 0.8235 | 14 | 1.5373 | -0.0777 | 1.5373 | 1.2399 |
59
+ | No log | 0.9412 | 16 | 1.8794 | 0.0414 | 1.8794 | 1.3709 |
60
+ | No log | 1.0588 | 18 | 1.9034 | 0.0073 | 1.9034 | 1.3796 |
61
+ | No log | 1.1765 | 20 | 1.4263 | 0.0484 | 1.4263 | 1.1943 |
62
+ | No log | 1.2941 | 22 | 1.2116 | 0.1631 | 1.2116 | 1.1007 |
63
+ | No log | 1.4118 | 24 | 1.1631 | 0.1631 | 1.1631 | 1.0785 |
64
+ | No log | 1.5294 | 26 | 1.3188 | 0.1113 | 1.3188 | 1.1484 |
65
+ | No log | 1.6471 | 28 | 1.4325 | 0.1309 | 1.4325 | 1.1969 |
66
+ | No log | 1.7647 | 30 | 1.1989 | 0.1031 | 1.1989 | 1.0949 |
67
+ | No log | 1.8824 | 32 | 1.1369 | 0.1764 | 1.1369 | 1.0663 |
68
+ | No log | 2.0 | 34 | 1.0867 | 0.2462 | 1.0867 | 1.0424 |
69
+ | No log | 2.1176 | 36 | 0.9760 | 0.3392 | 0.9760 | 0.9879 |
70
+ | No log | 2.2353 | 38 | 0.8688 | 0.4547 | 0.8688 | 0.9321 |
71
+ | No log | 2.3529 | 40 | 0.8509 | 0.4417 | 0.8509 | 0.9224 |
72
+ | No log | 2.4706 | 42 | 0.9601 | 0.3269 | 0.9601 | 0.9799 |
73
+ | No log | 2.5882 | 44 | 1.2152 | 0.2942 | 1.2152 | 1.1024 |
74
+ | No log | 2.7059 | 46 | 1.2940 | 0.3082 | 1.2940 | 1.1376 |
75
+ | No log | 2.8235 | 48 | 1.0091 | 0.3865 | 1.0091 | 1.0045 |
76
+ | No log | 2.9412 | 50 | 0.7387 | 0.5759 | 0.7387 | 0.8595 |
77
+ | No log | 3.0588 | 52 | 0.8210 | 0.4973 | 0.8210 | 0.9061 |
78
+ | No log | 3.1765 | 54 | 0.8168 | 0.4487 | 0.8168 | 0.9038 |
79
+ | No log | 3.2941 | 56 | 0.6829 | 0.5582 | 0.6829 | 0.8264 |
80
+ | No log | 3.4118 | 58 | 0.9722 | 0.4796 | 0.9722 | 0.9860 |
81
+ | No log | 3.5294 | 60 | 1.2809 | 0.3083 | 1.2809 | 1.1318 |
82
+ | No log | 3.6471 | 62 | 1.0914 | 0.4300 | 1.0914 | 1.0447 |
83
+ | No log | 3.7647 | 64 | 0.7309 | 0.5650 | 0.7309 | 0.8549 |
84
+ | No log | 3.8824 | 66 | 0.9693 | 0.4994 | 0.9693 | 0.9845 |
85
+ | No log | 4.0 | 68 | 1.1784 | 0.3849 | 1.1784 | 1.0855 |
86
+ | No log | 4.1176 | 70 | 0.9972 | 0.4994 | 0.9972 | 0.9986 |
87
+ | No log | 4.2353 | 72 | 0.7571 | 0.5545 | 0.7571 | 0.8701 |
88
+ | No log | 4.3529 | 74 | 0.8636 | 0.4613 | 0.8636 | 0.9293 |
89
+ | No log | 4.4706 | 76 | 0.9569 | 0.4854 | 0.9569 | 0.9782 |
90
+ | No log | 4.5882 | 78 | 0.9068 | 0.4946 | 0.9068 | 0.9522 |
91
+ | No log | 4.7059 | 80 | 0.8248 | 0.5661 | 0.8248 | 0.9082 |
92
+ | No log | 4.8235 | 82 | 0.8163 | 0.5149 | 0.8163 | 0.9035 |
93
+ | No log | 4.9412 | 84 | 0.8439 | 0.5532 | 0.8439 | 0.9187 |
94
+ | No log | 5.0588 | 86 | 0.8880 | 0.5132 | 0.8880 | 0.9424 |
95
+ | No log | 5.1765 | 88 | 0.7703 | 0.4776 | 0.7703 | 0.8776 |
96
+ | No log | 5.2941 | 90 | 0.7397 | 0.5890 | 0.7397 | 0.8601 |
97
+ | No log | 5.4118 | 92 | 0.7557 | 0.5450 | 0.7557 | 0.8693 |
98
+ | No log | 5.5294 | 94 | 0.7248 | 0.5994 | 0.7248 | 0.8514 |
99
+ | No log | 5.6471 | 96 | 0.8753 | 0.4480 | 0.8753 | 0.9356 |
100
+ | No log | 5.7647 | 98 | 0.8575 | 0.4476 | 0.8575 | 0.9260 |
101
+ | No log | 5.8824 | 100 | 0.7343 | 0.5315 | 0.7343 | 0.8569 |
102
+ | No log | 6.0 | 102 | 0.9201 | 0.4340 | 0.9201 | 0.9592 |
103
+ | No log | 6.1176 | 104 | 0.8924 | 0.4578 | 0.8924 | 0.9447 |
104
+ | No log | 6.2353 | 106 | 0.7246 | 0.5188 | 0.7246 | 0.8512 |
105
+ | No log | 6.3529 | 108 | 0.8208 | 0.4953 | 0.8208 | 0.9060 |
106
+ | No log | 6.4706 | 110 | 0.7679 | 0.5102 | 0.7679 | 0.8763 |
107
+ | No log | 6.5882 | 112 | 0.7258 | 0.6035 | 0.7258 | 0.8519 |
108
+ | No log | 6.7059 | 114 | 0.9754 | 0.5455 | 0.9754 | 0.9876 |
109
+ | No log | 6.8235 | 116 | 0.9377 | 0.5705 | 0.9377 | 0.9684 |
110
+ | No log | 6.9412 | 118 | 0.7410 | 0.5837 | 0.7410 | 0.8608 |
111
+ | No log | 7.0588 | 120 | 0.7373 | 0.5839 | 0.7373 | 0.8587 |
112
+ | No log | 7.1765 | 122 | 0.7796 | 0.5936 | 0.7796 | 0.8830 |
113
+ | No log | 7.2941 | 124 | 0.8971 | 0.5160 | 0.8971 | 0.9472 |
114
+ | No log | 7.4118 | 126 | 0.8542 | 0.5348 | 0.8542 | 0.9242 |
115
+ | No log | 7.5294 | 128 | 0.7243 | 0.5726 | 0.7243 | 0.8510 |
116
+ | No log | 7.6471 | 130 | 0.7102 | 0.6018 | 0.7102 | 0.8427 |
117
+ | No log | 7.7647 | 132 | 0.7832 | 0.5062 | 0.7832 | 0.8850 |
118
+ | No log | 7.8824 | 134 | 0.8126 | 0.5444 | 0.8126 | 0.9014 |
119
+ | No log | 8.0 | 136 | 0.7588 | 0.4890 | 0.7588 | 0.8711 |
120
+ | No log | 8.1176 | 138 | 0.7608 | 0.6070 | 0.7608 | 0.8722 |
121
+ | No log | 8.2353 | 140 | 0.7838 | 0.5866 | 0.7838 | 0.8853 |
122
+ | No log | 8.3529 | 142 | 0.7410 | 0.5884 | 0.7410 | 0.8608 |
123
+ | No log | 8.4706 | 144 | 0.7292 | 0.5643 | 0.7292 | 0.8539 |
124
+ | No log | 8.5882 | 146 | 0.7169 | 0.5884 | 0.7169 | 0.8467 |
125
+ | No log | 8.7059 | 148 | 0.7077 | 0.5895 | 0.7077 | 0.8413 |
126
+ | No log | 8.8235 | 150 | 0.6910 | 0.5784 | 0.6910 | 0.8313 |
127
+ | No log | 8.9412 | 152 | 0.6995 | 0.6118 | 0.6995 | 0.8364 |
128
+ | No log | 9.0588 | 154 | 0.7056 | 0.6118 | 0.7056 | 0.8400 |
129
+ | No log | 9.1765 | 156 | 0.6774 | 0.6022 | 0.6774 | 0.8230 |
130
+ | No log | 9.2941 | 158 | 0.7188 | 0.5748 | 0.7188 | 0.8478 |
131
+ | No log | 9.4118 | 160 | 0.7081 | 0.5518 | 0.7081 | 0.8415 |
132
+ | No log | 9.5294 | 162 | 0.6765 | 0.6196 | 0.6765 | 0.8225 |
133
+ | No log | 9.6471 | 164 | 0.6961 | 0.6129 | 0.6961 | 0.8343 |
134
+ | No log | 9.7647 | 166 | 0.7017 | 0.5702 | 0.7017 | 0.8377 |
135
+ | No log | 9.8824 | 168 | 0.6860 | 0.5909 | 0.6860 | 0.8283 |
136
+ | No log | 10.0 | 170 | 0.7031 | 0.5940 | 0.7031 | 0.8385 |
137
+ | No log | 10.1176 | 172 | 0.7106 | 0.5326 | 0.7106 | 0.8429 |
138
+ | No log | 10.2353 | 174 | 0.6815 | 0.5314 | 0.6815 | 0.8255 |
139
+ | No log | 10.3529 | 176 | 0.6700 | 0.5614 | 0.6700 | 0.8186 |
140
+ | No log | 10.4706 | 178 | 0.6700 | 0.5523 | 0.6700 | 0.8185 |
141
+ | No log | 10.5882 | 180 | 0.6762 | 0.4849 | 0.6762 | 0.8223 |
142
+ | No log | 10.7059 | 182 | 0.6511 | 0.6249 | 0.6511 | 0.8069 |
143
+ | No log | 10.8235 | 184 | 0.6437 | 0.5919 | 0.6437 | 0.8023 |
144
+ | No log | 10.9412 | 186 | 0.6693 | 0.6115 | 0.6693 | 0.8181 |
145
+ | No log | 11.0588 | 188 | 0.6668 | 0.6115 | 0.6668 | 0.8166 |
146
+ | No log | 11.1765 | 190 | 0.6628 | 0.5884 | 0.6628 | 0.8141 |
147
+ | No log | 11.2941 | 192 | 0.6676 | 0.6001 | 0.6676 | 0.8170 |
148
+ | No log | 11.4118 | 194 | 0.7269 | 0.5740 | 0.7269 | 0.8526 |
149
+ | No log | 11.5294 | 196 | 0.7570 | 0.6021 | 0.7570 | 0.8701 |
150
+ | No log | 11.6471 | 198 | 0.7117 | 0.5909 | 0.7117 | 0.8436 |
151
+ | No log | 11.7647 | 200 | 0.6822 | 0.6249 | 0.6822 | 0.8260 |
152
+ | No log | 11.8824 | 202 | 0.6735 | 0.6144 | 0.6735 | 0.8207 |
153
+ | No log | 12.0 | 204 | 0.6629 | 0.6227 | 0.6629 | 0.8142 |
154
+ | No log | 12.1176 | 206 | 0.6730 | 0.5830 | 0.6730 | 0.8204 |
155
+ | No log | 12.2353 | 208 | 0.6703 | 0.5830 | 0.6703 | 0.8187 |
156
+ | No log | 12.3529 | 210 | 0.6473 | 0.6022 | 0.6473 | 0.8045 |
157
+ | No log | 12.4706 | 212 | 0.6721 | 0.6015 | 0.6721 | 0.8198 |
158
+ | No log | 12.5882 | 214 | 0.6578 | 0.6115 | 0.6578 | 0.8111 |
159
+ | No log | 12.7059 | 216 | 0.6550 | 0.6051 | 0.6550 | 0.8093 |
160
+ | No log | 12.8235 | 218 | 0.6903 | 0.5869 | 0.6903 | 0.8309 |
161
+ | No log | 12.9412 | 220 | 0.7516 | 0.5840 | 0.7516 | 0.8669 |
162
+ | No log | 13.0588 | 222 | 0.6955 | 0.5565 | 0.6955 | 0.8339 |
163
+ | No log | 13.1765 | 224 | 0.6481 | 0.6320 | 0.6481 | 0.8050 |
164
+ | No log | 13.2941 | 226 | 0.6335 | 0.6206 | 0.6335 | 0.7959 |
165
+ | No log | 13.4118 | 228 | 0.6329 | 0.6320 | 0.6329 | 0.7956 |
166
+ | No log | 13.5294 | 230 | 0.6979 | 0.6296 | 0.6979 | 0.8354 |
167
+ | No log | 13.6471 | 232 | 0.7783 | 0.5830 | 0.7783 | 0.8822 |
168
+ | No log | 13.7647 | 234 | 0.7694 | 0.6004 | 0.7694 | 0.8772 |
169
+ | No log | 13.8824 | 236 | 0.6780 | 0.6110 | 0.6780 | 0.8234 |
170
+ | No log | 14.0 | 238 | 0.6668 | 0.6421 | 0.6668 | 0.8166 |
171
+ | No log | 14.1176 | 240 | 0.6584 | 0.6006 | 0.6584 | 0.8114 |
172
+ | No log | 14.2353 | 242 | 0.6566 | 0.6235 | 0.6566 | 0.8103 |
173
+ | No log | 14.3529 | 244 | 0.6529 | 0.6235 | 0.6529 | 0.8080 |
174
+ | No log | 14.4706 | 246 | 0.6864 | 0.5968 | 0.6864 | 0.8285 |
175
+ | No log | 14.5882 | 248 | 0.6993 | 0.6529 | 0.6993 | 0.8363 |
176
+ | No log | 14.7059 | 250 | 0.6599 | 0.6133 | 0.6599 | 0.8124 |
177
+ | No log | 14.8235 | 252 | 0.6396 | 0.6217 | 0.6396 | 0.7997 |
178
+ | No log | 14.9412 | 254 | 0.6501 | 0.6301 | 0.6501 | 0.8063 |
179
+ | No log | 15.0588 | 256 | 0.7284 | 0.6029 | 0.7284 | 0.8535 |
180
+ | No log | 15.1765 | 258 | 0.7752 | 0.6145 | 0.7752 | 0.8805 |
181
+ | No log | 15.2941 | 260 | 0.7506 | 0.6252 | 0.7506 | 0.8664 |
182
+ | No log | 15.4118 | 262 | 0.7021 | 0.5940 | 0.7021 | 0.8379 |
183
+ | No log | 15.5294 | 264 | 0.6702 | 0.5895 | 0.6702 | 0.8186 |
184
+ | No log | 15.6471 | 266 | 0.7062 | 0.5940 | 0.7062 | 0.8404 |
185
+ | No log | 15.7647 | 268 | 0.7015 | 0.5312 | 0.7015 | 0.8376 |
186
+ | No log | 15.8824 | 270 | 0.6856 | 0.5820 | 0.6856 | 0.8280 |
187
+ | No log | 16.0 | 272 | 0.7666 | 0.5835 | 0.7666 | 0.8756 |
188
+ | No log | 16.1176 | 274 | 0.8819 | 0.5306 | 0.8819 | 0.9391 |
189
+ | No log | 16.2353 | 276 | 0.8706 | 0.5318 | 0.8706 | 0.9331 |
190
+ | No log | 16.3529 | 278 | 0.7553 | 0.5607 | 0.7553 | 0.8691 |
191
+ | No log | 16.4706 | 280 | 0.7210 | 0.5684 | 0.7210 | 0.8491 |
192
+ | No log | 16.5882 | 282 | 0.8189 | 0.4912 | 0.8189 | 0.9049 |
193
+ | No log | 16.7059 | 284 | 0.8745 | 0.4196 | 0.8745 | 0.9352 |
194
+ | No log | 16.8235 | 286 | 0.8029 | 0.5018 | 0.8029 | 0.8960 |
195
+ | No log | 16.9412 | 288 | 0.7050 | 0.5610 | 0.7050 | 0.8396 |
196
+ | No log | 17.0588 | 290 | 0.7029 | 0.5954 | 0.7029 | 0.8384 |
197
+ | No log | 17.1765 | 292 | 0.7567 | 0.6064 | 0.7567 | 0.8699 |
198
+ | No log | 17.2941 | 294 | 0.7441 | 0.5885 | 0.7441 | 0.8626 |
199
+ | No log | 17.4118 | 296 | 0.7235 | 0.5314 | 0.7235 | 0.8506 |
200
+ | No log | 17.5294 | 298 | 0.7275 | 0.5111 | 0.7275 | 0.8529 |
201
+ | No log | 17.6471 | 300 | 0.7560 | 0.5699 | 0.7560 | 0.8695 |
202
+ | No log | 17.7647 | 302 | 0.7972 | 0.5666 | 0.7972 | 0.8928 |
203
+ | No log | 17.8824 | 304 | 0.7776 | 0.5487 | 0.7776 | 0.8818 |
204
+ | No log | 18.0 | 306 | 0.7374 | 0.5798 | 0.7374 | 0.8587 |
205
+ | No log | 18.1176 | 308 | 0.6993 | 0.5909 | 0.6993 | 0.8363 |
206
+ | No log | 18.2353 | 310 | 0.6715 | 0.5773 | 0.6715 | 0.8195 |
207
+ | No log | 18.3529 | 312 | 0.6737 | 0.5830 | 0.6737 | 0.8208 |
208
+ | No log | 18.4706 | 314 | 0.6616 | 0.5830 | 0.6616 | 0.8134 |
209
+ | No log | 18.5882 | 316 | 0.6587 | 0.5830 | 0.6587 | 0.8116 |
210
+ | No log | 18.7059 | 318 | 0.6554 | 0.5693 | 0.6554 | 0.8096 |
211
+ | No log | 18.8235 | 320 | 0.6565 | 0.5985 | 0.6565 | 0.8102 |
212
+ | No log | 18.9412 | 322 | 0.6526 | 0.5985 | 0.6526 | 0.8078 |
213
+ | No log | 19.0588 | 324 | 0.6538 | 0.6207 | 0.6538 | 0.8086 |
214
+ | No log | 19.1765 | 326 | 0.6724 | 0.6187 | 0.6724 | 0.8200 |
215
+ | No log | 19.2941 | 328 | 0.6586 | 0.5682 | 0.6586 | 0.8116 |
216
+ | No log | 19.4118 | 330 | 0.6567 | 0.5313 | 0.6567 | 0.8104 |
217
+ | No log | 19.5294 | 332 | 0.6888 | 0.5326 | 0.6888 | 0.8299 |
218
+ | No log | 19.6471 | 334 | 0.6634 | 0.5434 | 0.6634 | 0.8145 |
219
+ | No log | 19.7647 | 336 | 0.6550 | 0.5434 | 0.6550 | 0.8093 |
220
+ | No log | 19.8824 | 338 | 0.6528 | 0.5409 | 0.6528 | 0.8079 |
221
+ | No log | 20.0 | 340 | 0.6495 | 0.6046 | 0.6495 | 0.8059 |
222
+ | No log | 20.1176 | 342 | 0.6649 | 0.6199 | 0.6649 | 0.8154 |
223
+ | No log | 20.2353 | 344 | 0.6528 | 0.5880 | 0.6528 | 0.8080 |
224
+ | No log | 20.3529 | 346 | 0.6348 | 0.6262 | 0.6348 | 0.7968 |
225
+ | No log | 20.4706 | 348 | 0.6337 | 0.6262 | 0.6337 | 0.7960 |
226
+ | No log | 20.5882 | 350 | 0.6320 | 0.6262 | 0.6320 | 0.7950 |
227
+ | No log | 20.7059 | 352 | 0.6477 | 0.6014 | 0.6477 | 0.8048 |
228
+ | No log | 20.8235 | 354 | 0.6700 | 0.6305 | 0.6700 | 0.8185 |
229
+ | No log | 20.9412 | 356 | 0.6619 | 0.5763 | 0.6619 | 0.8136 |
230
+ | No log | 21.0588 | 358 | 0.6323 | 0.6114 | 0.6323 | 0.7951 |
231
+ | No log | 21.1765 | 360 | 0.6669 | 0.5653 | 0.6669 | 0.8166 |
232
+ | No log | 21.2941 | 362 | 0.6703 | 0.5219 | 0.6703 | 0.8187 |
233
+ | No log | 21.4118 | 364 | 0.6299 | 0.6164 | 0.6299 | 0.7937 |
234
+ | No log | 21.5294 | 366 | 0.6530 | 0.6167 | 0.6530 | 0.8081 |
235
+ | No log | 21.6471 | 368 | 0.6768 | 0.5964 | 0.6768 | 0.8227 |
236
+ | No log | 21.7647 | 370 | 0.6910 | 0.6071 | 0.6910 | 0.8313 |
237
+ | No log | 21.8824 | 372 | 0.6912 | 0.6157 | 0.6912 | 0.8314 |
238
+ | No log | 22.0 | 374 | 0.6620 | 0.6157 | 0.6620 | 0.8136 |
239
+ | No log | 22.1176 | 376 | 0.6639 | 0.6352 | 0.6639 | 0.8148 |
240
+ | No log | 22.2353 | 378 | 0.6370 | 0.6328 | 0.6370 | 0.7981 |
241
+ | No log | 22.3529 | 380 | 0.6424 | 0.6328 | 0.6424 | 0.8015 |
242
+ | No log | 22.4706 | 382 | 0.6723 | 0.6328 | 0.6723 | 0.8199 |
243
+ | No log | 22.5882 | 384 | 0.7047 | 0.6310 | 0.7047 | 0.8395 |
244
+ | No log | 22.7059 | 386 | 0.7355 | 0.5591 | 0.7355 | 0.8576 |
245
+ | No log | 22.8235 | 388 | 0.7710 | 0.5655 | 0.7710 | 0.8780 |
246
+ | No log | 22.9412 | 390 | 0.7559 | 0.5591 | 0.7559 | 0.8694 |
247
+ | No log | 23.0588 | 392 | 0.6888 | 0.5858 | 0.6888 | 0.8299 |
248
+ | No log | 23.1765 | 394 | 0.6266 | 0.6133 | 0.6266 | 0.7916 |
249
+ | No log | 23.2941 | 396 | 0.6202 | 0.6154 | 0.6202 | 0.7875 |
250
+ | No log | 23.4118 | 398 | 0.6281 | 0.6154 | 0.6281 | 0.7925 |
251
+ | No log | 23.5294 | 400 | 0.6220 | 0.6060 | 0.6220 | 0.7887 |
252
+ | No log | 23.6471 | 402 | 0.6263 | 0.6154 | 0.6263 | 0.7914 |
253
+ | No log | 23.7647 | 404 | 0.6446 | 0.5986 | 0.6446 | 0.8029 |
254
+ | No log | 23.8824 | 406 | 0.6533 | 0.5654 | 0.6533 | 0.8082 |
255
+ | No log | 24.0 | 408 | 0.6418 | 0.6397 | 0.6418 | 0.8012 |
256
+ | No log | 24.1176 | 410 | 0.6298 | 0.6164 | 0.6298 | 0.7936 |
257
+ | No log | 24.2353 | 412 | 0.6197 | 0.6345 | 0.6197 | 0.7872 |
258
+ | No log | 24.3529 | 414 | 0.6038 | 0.6239 | 0.6038 | 0.7770 |
259
+ | No log | 24.4706 | 416 | 0.6014 | 0.6441 | 0.6014 | 0.7755 |
260
+ | No log | 24.5882 | 418 | 0.5941 | 0.6441 | 0.5941 | 0.7708 |
261
+ | No log | 24.7059 | 420 | 0.5857 | 0.6460 | 0.5857 | 0.7653 |
262
+ | No log | 24.8235 | 422 | 0.5774 | 0.6433 | 0.5774 | 0.7599 |
263
+ | No log | 24.9412 | 424 | 0.5798 | 0.6641 | 0.5798 | 0.7614 |
264
+ | No log | 25.0588 | 426 | 0.5890 | 0.6555 | 0.5890 | 0.7675 |
265
+ | No log | 25.1765 | 428 | 0.5933 | 0.6555 | 0.5933 | 0.7703 |
266
+ | No log | 25.2941 | 430 | 0.5854 | 0.6389 | 0.5854 | 0.7651 |
267
+ | No log | 25.4118 | 432 | 0.5867 | 0.6339 | 0.5867 | 0.7660 |
268
+ | No log | 25.5294 | 434 | 0.6010 | 0.5418 | 0.6010 | 0.7753 |
269
+ | No log | 25.6471 | 436 | 0.6029 | 0.6555 | 0.6029 | 0.7765 |
270
+ | No log | 25.7647 | 438 | 0.6012 | 0.6398 | 0.6012 | 0.7753 |
271
+ | No log | 25.8824 | 440 | 0.6127 | 0.6284 | 0.6127 | 0.7827 |
272
+ | No log | 26.0 | 442 | 0.6266 | 0.6573 | 0.6266 | 0.7916 |
273
+ | No log | 26.1176 | 444 | 0.6037 | 0.6451 | 0.6037 | 0.7770 |
274
+ | No log | 26.2353 | 446 | 0.5814 | 0.6217 | 0.5814 | 0.7625 |
275
+ | No log | 26.3529 | 448 | 0.5738 | 0.6339 | 0.5738 | 0.7575 |
276
+ | No log | 26.4706 | 450 | 0.5757 | 0.6460 | 0.5757 | 0.7588 |
277
+ | No log | 26.5882 | 452 | 0.6023 | 0.6460 | 0.6023 | 0.7761 |
278
+ | No log | 26.7059 | 454 | 0.6549 | 0.6262 | 0.6549 | 0.8093 |
279
+ | No log | 26.8235 | 456 | 0.6758 | 0.6377 | 0.6758 | 0.8221 |
280
+ | No log | 26.9412 | 458 | 0.6572 | 0.6521 | 0.6572 | 0.8107 |
281
+ | No log | 27.0588 | 460 | 0.6135 | 0.6468 | 0.6135 | 0.7832 |
282
+ | No log | 27.1765 | 462 | 0.5757 | 0.6970 | 0.5757 | 0.7587 |
283
+ | No log | 27.2941 | 464 | 0.5912 | 0.6144 | 0.5912 | 0.7689 |
284
+ | No log | 27.4118 | 466 | 0.6034 | 0.6144 | 0.6034 | 0.7768 |
285
+ | No log | 27.5294 | 468 | 0.5915 | 0.6479 | 0.5915 | 0.7691 |
286
+ | No log | 27.6471 | 470 | 0.6136 | 0.6231 | 0.6136 | 0.7833 |
287
+ | No log | 27.7647 | 472 | 0.6710 | 0.6262 | 0.6710 | 0.8191 |
288
+ | No log | 27.8824 | 474 | 0.6833 | 0.6377 | 0.6833 | 0.8266 |
289
+ | No log | 28.0 | 476 | 0.6628 | 0.6249 | 0.6628 | 0.8142 |
290
+ | No log | 28.1176 | 478 | 0.6438 | 0.6063 | 0.6438 | 0.8024 |
291
+ | No log | 28.2353 | 480 | 0.6449 | 0.6092 | 0.6449 | 0.8031 |
292
+ | No log | 28.3529 | 482 | 0.6551 | 0.5858 | 0.6551 | 0.8094 |
293
+ | No log | 28.4706 | 484 | 0.6734 | 0.5858 | 0.6734 | 0.8206 |
294
+ | No log | 28.5882 | 486 | 0.6628 | 0.6143 | 0.6628 | 0.8141 |
295
+ | No log | 28.7059 | 488 | 0.6643 | 0.6255 | 0.6643 | 0.8150 |
296
+ | No log | 28.8235 | 490 | 0.6662 | 0.6143 | 0.6662 | 0.8162 |
297
+ | No log | 28.9412 | 492 | 0.6690 | 0.6143 | 0.6690 | 0.8179 |
298
+ | No log | 29.0588 | 494 | 0.6793 | 0.6063 | 0.6793 | 0.8242 |
299
+ | No log | 29.1765 | 496 | 0.7100 | 0.6395 | 0.7100 | 0.8426 |
300
+ | No log | 29.2941 | 498 | 0.7293 | 0.6099 | 0.7293 | 0.8540 |
301
+ | 0.2308 | 29.4118 | 500 | 0.7184 | 0.5822 | 0.7184 | 0.8476 |
302
+ | 0.2308 | 29.5294 | 502 | 0.6935 | 0.5992 | 0.6935 | 0.8327 |
303
+ | 0.2308 | 29.6471 | 504 | 0.6887 | 0.5992 | 0.6887 | 0.8299 |
304
+ | 0.2308 | 29.7647 | 506 | 0.6865 | 0.5992 | 0.6865 | 0.8285 |
305
+ | 0.2308 | 29.8824 | 508 | 0.6613 | 0.6255 | 0.6613 | 0.8132 |
306
+ | 0.2308 | 30.0 | 510 | 0.6519 | 0.6255 | 0.6519 | 0.8074 |
307
+ | 0.2308 | 30.1176 | 512 | 0.6623 | 0.6255 | 0.6623 | 0.8138 |
308
+ | 0.2308 | 30.2353 | 514 | 0.6592 | 0.5992 | 0.6592 | 0.8119 |
309
+ | 0.2308 | 30.3529 | 516 | 0.6443 | 0.6137 | 0.6443 | 0.8027 |
310
+ | 0.2308 | 30.4706 | 518 | 0.6191 | 0.6028 | 0.6191 | 0.7868 |
311
+ | 0.2308 | 30.5882 | 520 | 0.6134 | 0.6028 | 0.6134 | 0.7832 |
312
+ | 0.2308 | 30.7059 | 522 | 0.6159 | 0.6028 | 0.6159 | 0.7848 |
313
+ | 0.2308 | 30.8235 | 524 | 0.6289 | 0.6100 | 0.6289 | 0.7930 |
314
+ | 0.2308 | 30.9412 | 526 | 0.6808 | 0.6236 | 0.6808 | 0.8251 |
315
+ | 0.2308 | 31.0588 | 528 | 0.7351 | 0.5928 | 0.7351 | 0.8574 |
316
+ | 0.2308 | 31.1765 | 530 | 0.7447 | 0.5928 | 0.7447 | 0.8630 |
317
+ | 0.2308 | 31.2941 | 532 | 0.7280 | 0.5766 | 0.7280 | 0.8532 |
318
+ | 0.2308 | 31.4118 | 534 | 0.6965 | 0.5572 | 0.6965 | 0.8346 |
319
+ | 0.2308 | 31.5294 | 536 | 0.7243 | 0.5928 | 0.7243 | 0.8511 |
320
+ | 0.2308 | 31.6471 | 538 | 0.6984 | 0.6238 | 0.6984 | 0.8357 |
321
+ | 0.2308 | 31.7647 | 540 | 0.6242 | 0.6137 | 0.6242 | 0.7901 |
322
+ | 0.2308 | 31.8824 | 542 | 0.5971 | 0.6745 | 0.5971 | 0.7727 |
323
+ | 0.2308 | 32.0 | 544 | 0.5988 | 0.6546 | 0.5988 | 0.7738 |
324
+ | 0.2308 | 32.1176 | 546 | 0.6224 | 0.6147 | 0.6224 | 0.7890 |
325
+ | 0.2308 | 32.2353 | 548 | 0.7131 | 0.6238 | 0.7131 | 0.8445 |
326
+ | 0.2308 | 32.3529 | 550 | 0.8099 | 0.5686 | 0.8099 | 0.8999 |
327
+ | 0.2308 | 32.4706 | 552 | 0.8416 | 0.5387 | 0.8416 | 0.9174 |
328
+ | 0.2308 | 32.5882 | 554 | 0.7773 | 0.5928 | 0.7773 | 0.8816 |
329
+ | 0.2308 | 32.7059 | 556 | 0.6850 | 0.6042 | 0.6850 | 0.8276 |
330
+ | 0.2308 | 32.8235 | 558 | 0.6249 | 0.6933 | 0.6249 | 0.7905 |
331
+ | 0.2308 | 32.9412 | 560 | 0.6128 | 0.6011 | 0.6128 | 0.7828 |
332
+ | 0.2308 | 33.0588 | 562 | 0.6095 | 0.6114 | 0.6095 | 0.7807 |
333
+ | 0.2308 | 33.1765 | 564 | 0.6124 | 0.5975 | 0.6124 | 0.7826 |
334
+ | 0.2308 | 33.2941 | 566 | 0.6313 | 0.6048 | 0.6313 | 0.7945 |
335
+ | 0.2308 | 33.4118 | 568 | 0.6583 | 0.6476 | 0.6583 | 0.8114 |
336
+ | 0.2308 | 33.5294 | 570 | 0.6412 | 0.5939 | 0.6412 | 0.8008 |
337
+ | 0.2308 | 33.6471 | 572 | 0.6353 | 0.5863 | 0.6353 | 0.7970 |
338
+ | 0.2308 | 33.7647 | 574 | 0.6356 | 0.5863 | 0.6356 | 0.7972 |
339
+ | 0.2308 | 33.8824 | 576 | 0.6515 | 0.6291 | 0.6515 | 0.8072 |
340
+ | 0.2308 | 34.0 | 578 | 0.6651 | 0.6305 | 0.6651 | 0.8155 |
341
+ | 0.2308 | 34.1176 | 580 | 0.6671 | 0.6569 | 0.6671 | 0.8168 |
342
+ | 0.2308 | 34.2353 | 582 | 0.6628 | 0.6422 | 0.6628 | 0.8141 |
343
+ | 0.2308 | 34.3529 | 584 | 0.6489 | 0.6623 | 0.6489 | 0.8056 |
344
+ | 0.2308 | 34.4706 | 586 | 0.6369 | 0.5863 | 0.6369 | 0.7980 |
345
+ | 0.2308 | 34.5882 | 588 | 0.6401 | 0.5863 | 0.6401 | 0.8000 |
346
+ | 0.2308 | 34.7059 | 590 | 0.6454 | 0.6247 | 0.6454 | 0.8034 |
347
+ | 0.2308 | 34.8235 | 592 | 0.6541 | 0.6584 | 0.6541 | 0.8088 |
348
+ | 0.2308 | 34.9412 | 594 | 0.6348 | 0.6123 | 0.6348 | 0.7968 |
349
+ | 0.2308 | 35.0588 | 596 | 0.6264 | 0.6144 | 0.6264 | 0.7915 |
350
+ | 0.2308 | 35.1765 | 598 | 0.6284 | 0.6144 | 0.6284 | 0.7927 |
351
+ | 0.2308 | 35.2941 | 600 | 0.6281 | 0.6144 | 0.6281 | 0.7925 |
352
+ | 0.2308 | 35.4118 | 602 | 0.6416 | 0.5735 | 0.6416 | 0.8010 |
353
+ | 0.2308 | 35.5294 | 604 | 0.6491 | 0.5735 | 0.6491 | 0.8056 |
354
+ | 0.2308 | 35.6471 | 606 | 0.6416 | 0.5735 | 0.6416 | 0.8010 |
355
+ | 0.2308 | 35.7647 | 608 | 0.6291 | 0.6144 | 0.6291 | 0.7931 |
356
+ | 0.2308 | 35.8824 | 610 | 0.6159 | 0.6144 | 0.6159 | 0.7848 |
357
+ | 0.2308 | 36.0 | 612 | 0.6094 | 0.5884 | 0.6094 | 0.7807 |
358
+ | 0.2308 | 36.1176 | 614 | 0.6056 | 0.6078 | 0.6056 | 0.7782 |
359
+ | 0.2308 | 36.2353 | 616 | 0.6087 | 0.6138 | 0.6087 | 0.7802 |
360
+ | 0.2308 | 36.3529 | 618 | 0.5929 | 0.6275 | 0.5929 | 0.7700 |
361
+ | 0.2308 | 36.4706 | 620 | 0.5749 | 0.6078 | 0.5749 | 0.7582 |
362
+ | 0.2308 | 36.5882 | 622 | 0.5633 | 0.6316 | 0.5633 | 0.7506 |
363
+ | 0.2308 | 36.7059 | 624 | 0.5601 | 0.6426 | 0.5601 | 0.7484 |
364
+ | 0.2308 | 36.8235 | 626 | 0.5562 | 0.6426 | 0.5562 | 0.7458 |
365
+ | 0.2308 | 36.9412 | 628 | 0.5709 | 0.6602 | 0.5709 | 0.7556 |
366
+ | 0.2308 | 37.0588 | 630 | 0.6125 | 0.6502 | 0.6125 | 0.7826 |
367
+ | 0.2308 | 37.1765 | 632 | 0.6849 | 0.6247 | 0.6849 | 0.8276 |
368
+ | 0.2308 | 37.2941 | 634 | 0.7334 | 0.5928 | 0.7334 | 0.8564 |
369
+ | 0.2308 | 37.4118 | 636 | 0.6967 | 0.6417 | 0.6967 | 0.8347 |
370
+ | 0.2308 | 37.5294 | 638 | 0.6344 | 0.6459 | 0.6344 | 0.7965 |
371
+ | 0.2308 | 37.6471 | 640 | 0.5750 | 0.6838 | 0.5750 | 0.7583 |
372
+ | 0.2308 | 37.7647 | 642 | 0.5621 | 0.6266 | 0.5621 | 0.7497 |
373
+ | 0.2308 | 37.8824 | 644 | 0.5592 | 0.6627 | 0.5592 | 0.7478 |
374
+ | 0.2308 | 38.0 | 646 | 0.5630 | 0.6737 | 0.5630 | 0.7504 |
375
+ | 0.2308 | 38.1176 | 648 | 0.5617 | 0.6518 | 0.5617 | 0.7495 |
376
+ | 0.2308 | 38.2353 | 650 | 0.5651 | 0.6266 | 0.5651 | 0.7517 |
377
+ | 0.2308 | 38.3529 | 652 | 0.5838 | 0.6593 | 0.5838 | 0.7641 |
378
+ | 0.2308 | 38.4706 | 654 | 0.5910 | 0.6764 | 0.5910 | 0.7688 |
379
+ | 0.2308 | 38.5882 | 656 | 0.5880 | 0.6593 | 0.5880 | 0.7668 |
380
+ | 0.2308 | 38.7059 | 658 | 0.5895 | 0.6593 | 0.5895 | 0.7678 |
381
+ | 0.2308 | 38.8235 | 660 | 0.5870 | 0.6491 | 0.5870 | 0.7662 |
382
+ | 0.2308 | 38.9412 | 662 | 0.5765 | 0.6104 | 0.5765 | 0.7592 |
383
+ | 0.2308 | 39.0588 | 664 | 0.5794 | 0.6001 | 0.5794 | 0.7612 |
384
+ | 0.2308 | 39.1765 | 666 | 0.5795 | 0.6114 | 0.5795 | 0.7613 |
385
+ | 0.2308 | 39.2941 | 668 | 0.5806 | 0.6124 | 0.5806 | 0.7620 |
386
+ | 0.2308 | 39.4118 | 670 | 0.5847 | 0.6237 | 0.5847 | 0.7647 |
387
+ | 0.2308 | 39.5294 | 672 | 0.5797 | 0.6124 | 0.5797 | 0.7614 |
388
+ | 0.2308 | 39.6471 | 674 | 0.5812 | 0.6433 | 0.5812 | 0.7624 |
389
+ | 0.2308 | 39.7647 | 676 | 0.5838 | 0.6076 | 0.5838 | 0.7641 |
390
+ | 0.2308 | 39.8824 | 678 | 0.5891 | 0.6278 | 0.5891 | 0.7676 |
391
+ | 0.2308 | 40.0 | 680 | 0.6017 | 0.6371 | 0.6017 | 0.7757 |
392
+ | 0.2308 | 40.1176 | 682 | 0.6266 | 0.6137 | 0.6266 | 0.7916 |
393
+ | 0.2308 | 40.2353 | 684 | 0.6271 | 0.6167 | 0.6271 | 0.7919 |
394
+ | 0.2308 | 40.3529 | 686 | 0.6120 | 0.6255 | 0.6120 | 0.7823 |
395
+ | 0.2308 | 40.4706 | 688 | 0.6112 | 0.5939 | 0.6112 | 0.7818 |
396
+ | 0.2308 | 40.5882 | 690 | 0.6069 | 0.5923 | 0.6069 | 0.7791 |
397
+ | 0.2308 | 40.7059 | 692 | 0.6043 | 0.6433 | 0.6043 | 0.7774 |
398
+ | 0.2308 | 40.8235 | 694 | 0.6049 | 0.6320 | 0.6049 | 0.7777 |
399
+ | 0.2308 | 40.9412 | 696 | 0.6041 | 0.6500 | 0.6041 | 0.7772 |
400
+ | 0.2308 | 41.0588 | 698 | 0.5985 | 0.5874 | 0.5985 | 0.7736 |
401
+ | 0.2308 | 41.1765 | 700 | 0.5944 | 0.6206 | 0.5944 | 0.7710 |
402
+ | 0.2308 | 41.2941 | 702 | 0.5923 | 0.6215 | 0.5923 | 0.7696 |
403
+ | 0.2308 | 41.4118 | 704 | 0.5995 | 0.6115 | 0.5995 | 0.7743 |
404
+ | 0.2308 | 41.5294 | 706 | 0.6036 | 0.6225 | 0.6036 | 0.7769 |
405
+ | 0.2308 | 41.6471 | 708 | 0.6046 | 0.5828 | 0.6046 | 0.7776 |
406
+ | 0.2308 | 41.7647 | 710 | 0.6097 | 0.5817 | 0.6097 | 0.7808 |
407
+ | 0.2308 | 41.8824 | 712 | 0.6199 | 0.6239 | 0.6199 | 0.7873 |
408
+ | 0.2308 | 42.0 | 714 | 0.6330 | 0.6377 | 0.6330 | 0.7956 |
409
+ | 0.2308 | 42.1176 | 716 | 0.6339 | 0.5937 | 0.6339 | 0.7962 |
410
+ | 0.2308 | 42.2353 | 718 | 0.6239 | 0.5602 | 0.6239 | 0.7899 |
411
+ | 0.2308 | 42.3529 | 720 | 0.6205 | 0.5383 | 0.6205 | 0.7877 |
412
+ | 0.2308 | 42.4706 | 722 | 0.6150 | 0.5928 | 0.6150 | 0.7842 |
413
+ | 0.2308 | 42.5882 | 724 | 0.6162 | 0.6479 | 0.6162 | 0.7850 |
414
+ | 0.2308 | 42.7059 | 726 | 0.6216 | 0.6133 | 0.6216 | 0.7884 |
415
+ | 0.2308 | 42.8235 | 728 | 0.6316 | 0.6460 | 0.6316 | 0.7947 |
416
+ | 0.2308 | 42.9412 | 730 | 0.6608 | 0.5981 | 0.6608 | 0.8129 |
417
+ | 0.2308 | 43.0588 | 732 | 0.6722 | 0.5953 | 0.6722 | 0.8199 |
418
+ | 0.2308 | 43.1765 | 734 | 0.6536 | 0.5981 | 0.6536 | 0.8085 |
419
+ | 0.2308 | 43.2941 | 736 | 0.6307 | 0.6360 | 0.6307 | 0.7941 |
420
+ | 0.2308 | 43.4118 | 738 | 0.6306 | 0.6276 | 0.6306 | 0.7941 |
421
+ | 0.2308 | 43.5294 | 740 | 0.6354 | 0.6265 | 0.6354 | 0.7971 |
422
+ | 0.2308 | 43.6471 | 742 | 0.6414 | 0.6377 | 0.6414 | 0.8009 |
423
+ | 0.2308 | 43.7647 | 744 | 0.6365 | 0.6620 | 0.6365 | 0.7978 |
424
+ | 0.2308 | 43.8824 | 746 | 0.6317 | 0.6165 | 0.6317 | 0.7948 |
425
+ | 0.2308 | 44.0 | 748 | 0.6266 | 0.5820 | 0.6266 | 0.7916 |
426
+ | 0.2308 | 44.1176 | 750 | 0.6248 | 0.6239 | 0.6248 | 0.7905 |
427
+ | 0.2308 | 44.2353 | 752 | 0.6297 | 0.6066 | 0.6297 | 0.7935 |
428
+ | 0.2308 | 44.3529 | 754 | 0.6222 | 0.6048 | 0.6222 | 0.7888 |
429
+ | 0.2308 | 44.4706 | 756 | 0.6099 | 0.6105 | 0.6099 | 0.7810 |
430
+ | 0.2308 | 44.5882 | 758 | 0.6164 | 0.6325 | 0.6164 | 0.7851 |
431
+ | 0.2308 | 44.7059 | 760 | 0.6200 | 0.6225 | 0.6200 | 0.7874 |
432
+ | 0.2308 | 44.8235 | 762 | 0.6085 | 0.6225 | 0.6085 | 0.7801 |
433
+ | 0.2308 | 44.9412 | 764 | 0.5996 | 0.6087 | 0.5996 | 0.7743 |
434
+ | 0.2308 | 45.0588 | 766 | 0.6015 | 0.6041 | 0.6015 | 0.7755 |
435
+ | 0.2308 | 45.1765 | 768 | 0.5998 | 0.6310 | 0.5998 | 0.7744 |
436
+ | 0.2308 | 45.2941 | 770 | 0.5939 | 0.6068 | 0.5939 | 0.7706 |
437
+ | 0.2308 | 45.4118 | 772 | 0.5929 | 0.6374 | 0.5929 | 0.7700 |
438
+ | 0.2308 | 45.5294 | 774 | 0.5975 | 0.6641 | 0.5975 | 0.7730 |
439
+ | 0.2308 | 45.6471 | 776 | 0.6185 | 0.6396 | 0.6185 | 0.7865 |
440
+ | 0.2308 | 45.7647 | 778 | 0.6444 | 0.6218 | 0.6444 | 0.8028 |
441
+ | 0.2308 | 45.8824 | 780 | 0.6312 | 0.6328 | 0.6312 | 0.7945 |
442
+ | 0.2308 | 46.0 | 782 | 0.6093 | 0.6167 | 0.6093 | 0.7806 |
443
+ | 0.2308 | 46.1176 | 784 | 0.5938 | 0.6658 | 0.5938 | 0.7706 |
444
+ | 0.2308 | 46.2353 | 786 | 0.5946 | 0.6134 | 0.5946 | 0.7711 |
445
+ | 0.2308 | 46.3529 | 788 | 0.5910 | 0.6032 | 0.5910 | 0.7687 |
446
+ | 0.2308 | 46.4706 | 790 | 0.5836 | 0.6032 | 0.5836 | 0.7640 |
447
+ | 0.2308 | 46.5882 | 792 | 0.5795 | 0.6225 | 0.5795 | 0.7613 |
448
+ | 0.2308 | 46.7059 | 794 | 0.5846 | 0.6410 | 0.5846 | 0.7646 |
449
+ | 0.2308 | 46.8235 | 796 | 0.5801 | 0.6410 | 0.5801 | 0.7617 |
450
+ | 0.2308 | 46.9412 | 798 | 0.5795 | 0.6115 | 0.5795 | 0.7612 |
451
+ | 0.2308 | 47.0588 | 800 | 0.5874 | 0.5684 | 0.5874 | 0.7664 |
452
+ | 0.2308 | 47.1765 | 802 | 0.5929 | 0.5684 | 0.5929 | 0.7700 |
453
+ | 0.2308 | 47.2941 | 804 | 0.5951 | 0.5784 | 0.5951 | 0.7714 |
454
+ | 0.2308 | 47.4118 | 806 | 0.5968 | 0.6339 | 0.5968 | 0.7725 |
455
+ | 0.2308 | 47.5294 | 808 | 0.5943 | 0.6339 | 0.5943 | 0.7709 |
456
+ | 0.2308 | 47.6471 | 810 | 0.5901 | 0.6339 | 0.5901 | 0.7682 |
457
+ | 0.2308 | 47.7647 | 812 | 0.5891 | 0.6227 | 0.5891 | 0.7675 |
458
+ | 0.2308 | 47.8824 | 814 | 0.5935 | 0.6177 | 0.5935 | 0.7704 |
459
+ | 0.2308 | 48.0 | 816 | 0.6054 | 0.6291 | 0.6054 | 0.7781 |
460
+ | 0.2308 | 48.1176 | 818 | 0.6095 | 0.6291 | 0.6095 | 0.7807 |
461
+ | 0.2308 | 48.2353 | 820 | 0.6089 | 0.6187 | 0.6089 | 0.7803 |
462
+ | 0.2308 | 48.3529 | 822 | 0.6061 | 0.6354 | 0.6061 | 0.7785 |
463
+ | 0.2308 | 48.4706 | 824 | 0.6057 | 0.6154 | 0.6057 | 0.7783 |
464
+ | 0.2308 | 48.5882 | 826 | 0.6070 | 0.6154 | 0.6070 | 0.7791 |
465
+ | 0.2308 | 48.7059 | 828 | 0.6012 | 0.6154 | 0.6012 | 0.7754 |
466
+ | 0.2308 | 48.8235 | 830 | 0.5932 | 0.6154 | 0.5932 | 0.7702 |
467
+ | 0.2308 | 48.9412 | 832 | 0.5909 | 0.6039 | 0.5909 | 0.7687 |
468
+ | 0.2308 | 49.0588 | 834 | 0.5949 | 0.6632 | 0.5949 | 0.7713 |
469
+ | 0.2308 | 49.1765 | 836 | 0.6041 | 0.6187 | 0.6041 | 0.7772 |
470
+ | 0.2308 | 49.2941 | 838 | 0.6041 | 0.6187 | 0.6041 | 0.7773 |
471
+ | 0.2308 | 49.4118 | 840 | 0.5895 | 0.6187 | 0.5895 | 0.7678 |
472
+ | 0.2308 | 49.5294 | 842 | 0.5902 | 0.6482 | 0.5902 | 0.7683 |
473
+ | 0.2308 | 49.6471 | 844 | 0.5871 | 0.6482 | 0.5871 | 0.7662 |
474
+ | 0.2308 | 49.7647 | 846 | 0.5804 | 0.6806 | 0.5804 | 0.7618 |
475
+ | 0.2308 | 49.8824 | 848 | 0.5778 | 0.6962 | 0.5778 | 0.7601 |
476
+ | 0.2308 | 50.0 | 850 | 0.5855 | 0.6806 | 0.5855 | 0.7652 |
477
+ | 0.2308 | 50.1176 | 852 | 0.5897 | 0.6806 | 0.5897 | 0.7680 |
478
+ | 0.2308 | 50.2353 | 854 | 0.5868 | 0.6806 | 0.5868 | 0.7660 |
479
+ | 0.2308 | 50.3529 | 856 | 0.5780 | 0.6330 | 0.5780 | 0.7603 |
480
+ | 0.2308 | 50.4706 | 858 | 0.5759 | 0.6105 | 0.5759 | 0.7589 |
481
+ | 0.2308 | 50.5882 | 860 | 0.5819 | 0.6215 | 0.5819 | 0.7628 |
482
+ | 0.2308 | 50.7059 | 862 | 0.5869 | 0.6237 | 0.5869 | 0.7661 |
483
+ | 0.2308 | 50.8235 | 864 | 0.5882 | 0.6237 | 0.5882 | 0.7669 |
484
+ | 0.2308 | 50.9412 | 866 | 0.5910 | 0.6237 | 0.5910 | 0.7688 |
485
+ | 0.2308 | 51.0588 | 868 | 0.5981 | 0.5884 | 0.5981 | 0.7734 |
486
+ | 0.2308 | 51.1765 | 870 | 0.6130 | 0.6602 | 0.6130 | 0.7830 |
487
+ | 0.2308 | 51.2941 | 872 | 0.6233 | 0.6482 | 0.6233 | 0.7895 |
488
+ | 0.2308 | 51.4118 | 874 | 0.6387 | 0.6082 | 0.6387 | 0.7992 |
489
+ | 0.2308 | 51.5294 | 876 | 0.6491 | 0.6188 | 0.6491 | 0.8057 |
490
+ | 0.2308 | 51.6471 | 878 | 0.6362 | 0.6112 | 0.6362 | 0.7976 |
491
+ | 0.2308 | 51.7647 | 880 | 0.6208 | 0.6112 | 0.6208 | 0.7879 |
492
+ | 0.2308 | 51.8824 | 882 | 0.6094 | 0.6479 | 0.6094 | 0.7806 |
493
+ | 0.2308 | 52.0 | 884 | 0.6078 | 0.6673 | 0.6078 | 0.7796 |
494
+ | 0.2308 | 52.1176 | 886 | 0.6003 | 0.6681 | 0.6003 | 0.7748 |
495
+ | 0.2308 | 52.2353 | 888 | 0.5981 | 0.6249 | 0.5981 | 0.7734 |
496
+ | 0.2308 | 52.3529 | 890 | 0.5913 | 0.6555 | 0.5913 | 0.7689 |
497
+ | 0.2308 | 52.4706 | 892 | 0.5859 | 0.6215 | 0.5859 | 0.7655 |
498
+ | 0.2308 | 52.5882 | 894 | 0.5825 | 0.6115 | 0.5825 | 0.7632 |
499
+ | 0.2308 | 52.7059 | 896 | 0.5801 | 0.6316 | 0.5801 | 0.7617 |
500
+ | 0.2308 | 52.8235 | 898 | 0.5808 | 0.6078 | 0.5808 | 0.7621 |
501
+ | 0.2308 | 52.9412 | 900 | 0.5847 | 0.6068 | 0.5847 | 0.7647 |
502
+ | 0.2308 | 53.0588 | 902 | 0.5932 | 0.6464 | 0.5932 | 0.7702 |
503
+ | 0.2308 | 53.1765 | 904 | 0.5833 | 0.6266 | 0.5833 | 0.7637 |
504
+ | 0.2308 | 53.2941 | 906 | 0.5761 | 0.6068 | 0.5761 | 0.7590 |
505
+ | 0.2308 | 53.4118 | 908 | 0.5763 | 0.6078 | 0.5763 | 0.7592 |
506
+ | 0.2308 | 53.5294 | 910 | 0.5809 | 0.6452 | 0.5809 | 0.7622 |
507
+ | 0.2308 | 53.6471 | 912 | 0.5860 | 0.6134 | 0.5860 | 0.7655 |
508
+ | 0.2308 | 53.7647 | 914 | 0.5913 | 0.6237 | 0.5913 | 0.7690 |
509
+ | 0.2308 | 53.8824 | 916 | 0.5971 | 0.6649 | 0.5971 | 0.7727 |
510
+ | 0.2308 | 54.0 | 918 | 0.6006 | 0.6649 | 0.6006 | 0.7750 |
511
+ | 0.2308 | 54.1176 | 920 | 0.6042 | 0.6345 | 0.6042 | 0.7773 |
512
+ | 0.2308 | 54.2353 | 922 | 0.6049 | 0.6207 | 0.6049 | 0.7778 |
513
+ | 0.2308 | 54.3529 | 924 | 0.6080 | 0.6094 | 0.6080 | 0.7798 |
514
+ | 0.2308 | 54.4706 | 926 | 0.6071 | 0.5985 | 0.6071 | 0.7792 |
515
+ | 0.2308 | 54.5882 | 928 | 0.6083 | 0.5995 | 0.6083 | 0.7799 |
516
+ | 0.2308 | 54.7059 | 930 | 0.6083 | 0.5995 | 0.6083 | 0.7800 |
517
+ | 0.2308 | 54.8235 | 932 | 0.6102 | 0.5995 | 0.6102 | 0.7811 |
518
+ | 0.2308 | 54.9412 | 934 | 0.6097 | 0.5995 | 0.6097 | 0.7808 |
519
+ | 0.2308 | 55.0588 | 936 | 0.6097 | 0.6134 | 0.6097 | 0.7808 |
520
+ | 0.2308 | 55.1765 | 938 | 0.6114 | 0.6358 | 0.6114 | 0.7819 |
521
+ | 0.2308 | 55.2941 | 940 | 0.6135 | 0.6358 | 0.6135 | 0.7833 |
522
+ | 0.2308 | 55.4118 | 942 | 0.6119 | 0.6246 | 0.6119 | 0.7822 |
523
+ | 0.2308 | 55.5294 | 944 | 0.6082 | 0.6134 | 0.6082 | 0.7799 |
524
+ | 0.2308 | 55.6471 | 946 | 0.6098 | 0.6133 | 0.6098 | 0.7809 |
525
+ | 0.2308 | 55.7647 | 948 | 0.6121 | 0.6207 | 0.6121 | 0.7824 |
526
+ | 0.2308 | 55.8824 | 950 | 0.6099 | 0.6207 | 0.6099 | 0.7809 |
527
+ | 0.2308 | 56.0 | 952 | 0.5999 | 0.6297 | 0.5999 | 0.7746 |
528
+ | 0.2308 | 56.1176 | 954 | 0.5942 | 0.5995 | 0.5942 | 0.7709 |
529
+ | 0.2308 | 56.2353 | 956 | 0.5930 | 0.6237 | 0.5930 | 0.7700 |
530
+ | 0.2308 | 56.3529 | 958 | 0.5939 | 0.6196 | 0.5939 | 0.7706 |
531
+ | 0.2308 | 56.4706 | 960 | 0.5978 | 0.6398 | 0.5978 | 0.7732 |
532
+ | 0.2308 | 56.5882 | 962 | 0.6071 | 0.6138 | 0.6071 | 0.7791 |
533
+ | 0.2308 | 56.7059 | 964 | 0.6082 | 0.6138 | 0.6082 | 0.7799 |
534
+ | 0.2308 | 56.8235 | 966 | 0.6064 | 0.6167 | 0.6064 | 0.7787 |
535
+ | 0.2308 | 56.9412 | 968 | 0.6065 | 0.6167 | 0.6065 | 0.7788 |
536
+ | 0.2308 | 57.0588 | 970 | 0.5962 | 0.6649 | 0.5962 | 0.7722 |
537
+ | 0.2308 | 57.1765 | 972 | 0.5946 | 0.6649 | 0.5946 | 0.7711 |
538
+ | 0.2308 | 57.2941 | 974 | 0.5932 | 0.6546 | 0.5932 | 0.7702 |
539
+ | 0.2308 | 57.4118 | 976 | 0.5909 | 0.6546 | 0.5909 | 0.7687 |
540
+ | 0.2308 | 57.5294 | 978 | 0.5924 | 0.6649 | 0.5924 | 0.7697 |
541
+ | 0.2308 | 57.6471 | 980 | 0.5955 | 0.6500 | 0.5955 | 0.7717 |
542
+ | 0.2308 | 57.7647 | 982 | 0.5957 | 0.6500 | 0.5957 | 0.7718 |
543
+ | 0.2308 | 57.8824 | 984 | 0.5916 | 0.6297 | 0.5916 | 0.7691 |
544
+ | 0.2308 | 58.0 | 986 | 0.5935 | 0.6354 | 0.5935 | 0.7704 |
545
+ | 0.2308 | 58.1176 | 988 | 0.6060 | 0.6451 | 0.6060 | 0.7785 |
546
+ | 0.2308 | 58.2353 | 990 | 0.6138 | 0.5921 | 0.6138 | 0.7834 |
547
+ | 0.2308 | 58.3529 | 992 | 0.6223 | 0.6154 | 0.6223 | 0.7889 |
548
+ | 0.2308 | 58.4706 | 994 | 0.6297 | 0.6377 | 0.6297 | 0.7935 |
549
+ | 0.2308 | 58.5882 | 996 | 0.6289 | 0.6265 | 0.6289 | 0.7931 |
550
+ | 0.2308 | 58.7059 | 998 | 0.6264 | 0.6209 | 0.6264 | 0.7914 |
551
+ | 0.051 | 58.8235 | 1000 | 0.6221 | 0.5763 | 0.6221 | 0.7887 |
552
+ | 0.051 | 58.9412 | 1002 | 0.6071 | 0.6239 | 0.6071 | 0.7792 |
553
+ | 0.051 | 59.0588 | 1004 | 0.6020 | 0.6433 | 0.6020 | 0.7759 |
554
+ | 0.051 | 59.1765 | 1006 | 0.6013 | 0.6186 | 0.6013 | 0.7754 |
555
+ | 0.051 | 59.2941 | 1008 | 0.6082 | 0.6356 | 0.6082 | 0.7799 |
556
+ | 0.051 | 59.4118 | 1010 | 0.6188 | 0.6347 | 0.6188 | 0.7867 |
557
+ | 0.051 | 59.5294 | 1012 | 0.6206 | 0.6157 | 0.6206 | 0.7878 |
558
+ | 0.051 | 59.6471 | 1014 | 0.6136 | 0.6736 | 0.6136 | 0.7833 |
559
+ | 0.051 | 59.7647 | 1016 | 0.6088 | 0.6451 | 0.6088 | 0.7803 |
560
+ | 0.051 | 59.8824 | 1018 | 0.6126 | 0.6035 | 0.6126 | 0.7827 |
561
+ | 0.051 | 60.0 | 1020 | 0.6175 | 0.6397 | 0.6175 | 0.7858 |
562
+ | 0.051 | 60.1176 | 1022 | 0.6253 | 0.6265 | 0.6253 | 0.7908 |
563
+ | 0.051 | 60.2353 | 1024 | 0.6338 | 0.6377 | 0.6338 | 0.7961 |
564
+ | 0.051 | 60.3529 | 1026 | 0.6338 | 0.6377 | 0.6338 | 0.7961 |
565
+ | 0.051 | 60.4706 | 1028 | 0.6317 | 0.6620 | 0.6317 | 0.7948 |
566
+ | 0.051 | 60.5882 | 1030 | 0.6245 | 0.6620 | 0.6245 | 0.7903 |
567
+ | 0.051 | 60.7059 | 1032 | 0.6186 | 0.5386 | 0.6186 | 0.7865 |
568
+ | 0.051 | 60.8235 | 1034 | 0.6200 | 0.5517 | 0.6200 | 0.7874 |
569
+ | 0.051 | 60.9412 | 1036 | 0.6209 | 0.5638 | 0.6209 | 0.7879 |
570
+ | 0.051 | 61.0588 | 1038 | 0.6188 | 0.5638 | 0.6188 | 0.7866 |
571
+ | 0.051 | 61.1765 | 1040 | 0.6129 | 0.6067 | 0.6129 | 0.7829 |
572
+ | 0.051 | 61.2941 | 1042 | 0.6093 | 0.5939 | 0.6093 | 0.7806 |
573
+ | 0.051 | 61.4118 | 1044 | 0.6120 | 0.6229 | 0.6120 | 0.7823 |
574
+ | 0.051 | 61.5294 | 1046 | 0.6141 | 0.6229 | 0.6141 | 0.7837 |
575
+ | 0.051 | 61.6471 | 1048 | 0.6260 | 0.6133 | 0.6260 | 0.7912 |
576
+ | 0.051 | 61.7647 | 1050 | 0.6427 | 0.6460 | 0.6427 | 0.8017 |
577
+ | 0.051 | 61.8824 | 1052 | 0.6470 | 0.6460 | 0.6470 | 0.8044 |
578
+ | 0.051 | 62.0 | 1054 | 0.6450 | 0.6460 | 0.6450 | 0.8031 |
579
+ | 0.051 | 62.1176 | 1056 | 0.6506 | 0.6112 | 0.6506 | 0.8066 |
580
+ | 0.051 | 62.2353 | 1058 | 0.6517 | 0.6112 | 0.6517 | 0.8073 |
581
+ | 0.051 | 62.3529 | 1060 | 0.6434 | 0.6460 | 0.6434 | 0.8021 |
582
+ | 0.051 | 62.4706 | 1062 | 0.6332 | 0.6122 | 0.6332 | 0.7958 |
583
+ | 0.051 | 62.5882 | 1064 | 0.6192 | 0.6325 | 0.6192 | 0.7869 |
584
+ | 0.051 | 62.7059 | 1066 | 0.6094 | 0.6335 | 0.6094 | 0.7806 |
585
+ | 0.051 | 62.8235 | 1068 | 0.6049 | 0.6488 | 0.6049 | 0.7778 |
586
+ | 0.051 | 62.9412 | 1070 | 0.6054 | 0.6488 | 0.6054 | 0.7781 |
587
+ | 0.051 | 63.0588 | 1072 | 0.6078 | 0.6488 | 0.6078 | 0.7796 |
588
+ | 0.051 | 63.1765 | 1074 | 0.6142 | 0.6335 | 0.6142 | 0.7837 |
589
+ | 0.051 | 63.2941 | 1076 | 0.6291 | 0.6325 | 0.6291 | 0.7932 |
590
+ | 0.051 | 63.4118 | 1078 | 0.6512 | 0.6305 | 0.6512 | 0.8069 |
591
+ | 0.051 | 63.5294 | 1080 | 0.6664 | 0.6413 | 0.6664 | 0.8164 |
592
+ | 0.051 | 63.6471 | 1082 | 0.6762 | 0.6042 | 0.6762 | 0.8223 |
593
+ | 0.051 | 63.7647 | 1084 | 0.6740 | 0.6071 | 0.6740 | 0.8210 |
594
+ | 0.051 | 63.8824 | 1086 | 0.6600 | 0.6611 | 0.6600 | 0.8124 |
595
+ | 0.051 | 64.0 | 1088 | 0.6489 | 0.6387 | 0.6489 | 0.8055 |
596
+ | 0.051 | 64.1176 | 1090 | 0.6447 | 0.6588 | 0.6447 | 0.8029 |
597
+ | 0.051 | 64.2353 | 1092 | 0.6414 | 0.6588 | 0.6414 | 0.8009 |
598
+ | 0.051 | 64.3529 | 1094 | 0.6420 | 0.6325 | 0.6420 | 0.8012 |
599
+ | 0.051 | 64.4706 | 1096 | 0.6423 | 0.6325 | 0.6423 | 0.8014 |
600
+ | 0.051 | 64.5882 | 1098 | 0.6490 | 0.6325 | 0.6490 | 0.8056 |
601
+ | 0.051 | 64.7059 | 1100 | 0.6485 | 0.6291 | 0.6485 | 0.8053 |
602
+ | 0.051 | 64.8235 | 1102 | 0.6438 | 0.6269 | 0.6438 | 0.8023 |
603
+ | 0.051 | 64.9412 | 1104 | 0.6351 | 0.6415 | 0.6351 | 0.7969 |
604
+ | 0.051 | 65.0588 | 1106 | 0.6241 | 0.6311 | 0.6241 | 0.7900 |
605
+ | 0.051 | 65.1765 | 1108 | 0.6200 | 0.6207 | 0.6200 | 0.7874 |
606
+ | 0.051 | 65.2941 | 1110 | 0.6206 | 0.6207 | 0.6206 | 0.7878 |
607
+ | 0.051 | 65.4118 | 1112 | 0.6247 | 0.6207 | 0.6247 | 0.7904 |
608
+ | 0.051 | 65.5294 | 1114 | 0.6257 | 0.6488 | 0.6257 | 0.7910 |
609
+ | 0.051 | 65.6471 | 1116 | 0.6257 | 0.6380 | 0.6257 | 0.7910 |
610
+ | 0.051 | 65.7647 | 1118 | 0.6258 | 0.5939 | 0.6258 | 0.7911 |
611
+ | 0.051 | 65.8824 | 1120 | 0.6291 | 0.5939 | 0.6291 | 0.7932 |
612
+ | 0.051 | 66.0 | 1122 | 0.6336 | 0.6597 | 0.6336 | 0.7960 |
613
+ | 0.051 | 66.1176 | 1124 | 0.6426 | 0.6597 | 0.6426 | 0.8016 |
614
+ | 0.051 | 66.2353 | 1126 | 0.6553 | 0.6122 | 0.6553 | 0.8095 |
615
+ | 0.051 | 66.3529 | 1128 | 0.6613 | 0.6460 | 0.6613 | 0.8132 |
616
+ | 0.051 | 66.4706 | 1130 | 0.6621 | 0.6460 | 0.6621 | 0.8137 |
617
+ | 0.051 | 66.5882 | 1132 | 0.6564 | 0.6460 | 0.6564 | 0.8102 |
618
+ | 0.051 | 66.7059 | 1134 | 0.6620 | 0.6460 | 0.6620 | 0.8136 |
619
+ | 0.051 | 66.8235 | 1136 | 0.6691 | 0.6460 | 0.6691 | 0.8180 |
620
+ | 0.051 | 66.9412 | 1138 | 0.6673 | 0.6460 | 0.6673 | 0.8169 |
621
+ | 0.051 | 67.0588 | 1140 | 0.6654 | 0.6460 | 0.6654 | 0.8157 |
622
+ | 0.051 | 67.1765 | 1142 | 0.6637 | 0.6460 | 0.6637 | 0.8147 |
623
+ | 0.051 | 67.2941 | 1144 | 0.6678 | 0.6460 | 0.6678 | 0.8172 |
624
+ | 0.051 | 67.4118 | 1146 | 0.6656 | 0.6460 | 0.6656 | 0.8159 |
625
+ | 0.051 | 67.5294 | 1148 | 0.6574 | 0.6387 | 0.6574 | 0.8108 |
626
+ | 0.051 | 67.6471 | 1150 | 0.6516 | 0.6175 | 0.6516 | 0.8072 |
627
+ | 0.051 | 67.7647 | 1152 | 0.6498 | 0.6065 | 0.6498 | 0.8061 |
628
+ | 0.051 | 67.8824 | 1154 | 0.6499 | 0.6065 | 0.6499 | 0.8062 |
629
+ | 0.051 | 68.0 | 1156 | 0.6535 | 0.6025 | 0.6535 | 0.8084 |
630
+ | 0.051 | 68.1176 | 1158 | 0.6613 | 0.6422 | 0.6613 | 0.8132 |
631
+ | 0.051 | 68.2353 | 1160 | 0.6686 | 0.6422 | 0.6686 | 0.8177 |
632
+ | 0.051 | 68.3529 | 1162 | 0.6663 | 0.6422 | 0.6663 | 0.8163 |
633
+ | 0.051 | 68.4706 | 1164 | 0.6521 | 0.5917 | 0.6521 | 0.8076 |
634
+ | 0.051 | 68.5882 | 1166 | 0.6486 | 0.6123 | 0.6486 | 0.8053 |
635
+ | 0.051 | 68.7059 | 1168 | 0.6412 | 0.5796 | 0.6412 | 0.8007 |
636
+ | 0.051 | 68.8235 | 1170 | 0.6399 | 0.6057 | 0.6399 | 0.8000 |
637
+ | 0.051 | 68.9412 | 1172 | 0.6389 | 0.6057 | 0.6389 | 0.7993 |
638
+ | 0.051 | 69.0588 | 1174 | 0.6408 | 0.6057 | 0.6408 | 0.8005 |
639
+ | 0.051 | 69.1765 | 1176 | 0.6398 | 0.5626 | 0.6398 | 0.7999 |
640
+ | 0.051 | 69.2941 | 1178 | 0.6371 | 0.6164 | 0.6371 | 0.7982 |
641
+ | 0.051 | 69.4118 | 1180 | 0.6385 | 0.6046 | 0.6385 | 0.7991 |
642
+ | 0.051 | 69.5294 | 1182 | 0.6405 | 0.6380 | 0.6405 | 0.8003 |
643
+ | 0.051 | 69.6471 | 1184 | 0.6401 | 0.6123 | 0.6401 | 0.8001 |
644
+ | 0.051 | 69.7647 | 1186 | 0.6375 | 0.6123 | 0.6375 | 0.7984 |
645
+ | 0.051 | 69.8824 | 1188 | 0.6298 | 0.6123 | 0.6298 | 0.7936 |
646
+ | 0.051 | 70.0 | 1190 | 0.6237 | 0.6123 | 0.6237 | 0.7897 |
647
+ | 0.051 | 70.1176 | 1192 | 0.6170 | 0.5796 | 0.6170 | 0.7855 |
648
+ | 0.051 | 70.2353 | 1194 | 0.6128 | 0.5785 | 0.6128 | 0.7828 |
649
+ | 0.051 | 70.3529 | 1196 | 0.6091 | 0.5785 | 0.6091 | 0.7804 |
650
+ | 0.051 | 70.4706 | 1198 | 0.6045 | 0.5785 | 0.6045 | 0.7775 |
651
+ | 0.051 | 70.5882 | 1200 | 0.6039 | 0.5785 | 0.6039 | 0.7771 |
652
 
653
 
654
  ### Framework versions
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