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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k5_task1_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_k5_task1_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: 1.4459
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- - Qwk: 0.4928
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- - Mse: 1.4459
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- - Rmse: 1.2025
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  ## Model description
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@@ -49,304 +49,276 @@ 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 | 0.0909 | 2 | 6.6944 | 0.0308 | 6.6944 | 2.5874 |
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- | No log | 0.1818 | 4 | 4.3989 | 0.1074 | 4.3989 | 2.0974 |
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- | No log | 0.2727 | 6 | 3.5543 | 0.0 | 3.5543 | 1.8853 |
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- | No log | 0.3636 | 8 | 3.3023 | 0.0230 | 3.3023 | 1.8172 |
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- | No log | 0.4545 | 10 | 3.2030 | 0.0778 | 3.2030 | 1.7897 |
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- | No log | 0.5455 | 12 | 2.2102 | 0.1517 | 2.2102 | 1.4867 |
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- | No log | 0.6364 | 14 | 2.3579 | -0.0270 | 2.3579 | 1.5355 |
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- | No log | 0.7273 | 16 | 2.4630 | -0.0411 | 2.4630 | 1.5694 |
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- | No log | 0.8182 | 18 | 2.3063 | 0.0 | 2.3063 | 1.5186 |
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- | No log | 0.9091 | 20 | 1.8667 | 0.2689 | 1.8667 | 1.3663 |
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- | No log | 1.0 | 22 | 1.5093 | 0.2243 | 1.5093 | 1.2285 |
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- | No log | 1.0909 | 24 | 1.4432 | 0.2407 | 1.4432 | 1.2013 |
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- | No log | 1.1818 | 26 | 1.4405 | 0.1905 | 1.4405 | 1.2002 |
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- | No log | 1.2727 | 28 | 1.6112 | 0.3419 | 1.6112 | 1.2693 |
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- | No log | 1.3636 | 30 | 1.7087 | 0.3438 | 1.7087 | 1.3072 |
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- | No log | 1.4545 | 32 | 1.6356 | 0.3577 | 1.6356 | 1.2789 |
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- | No log | 1.5455 | 34 | 1.5637 | 0.3590 | 1.5637 | 1.2505 |
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- | No log | 1.6364 | 36 | 1.5447 | 0.3652 | 1.5447 | 1.2429 |
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- | No log | 1.7273 | 38 | 1.5694 | 0.3621 | 1.5694 | 1.2527 |
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- | No log | 1.8182 | 40 | 2.0177 | 0.2286 | 2.0177 | 1.4205 |
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- | No log | 1.9091 | 42 | 2.2462 | 0.1389 | 2.2462 | 1.4987 |
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- | No log | 2.0 | 44 | 1.9031 | 0.3556 | 1.9031 | 1.3795 |
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- | No log | 2.0909 | 46 | 1.5366 | 0.3509 | 1.5366 | 1.2396 |
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- | No log | 2.1818 | 48 | 1.4825 | 0.2056 | 1.4825 | 1.2176 |
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- | No log | 2.2727 | 50 | 1.5832 | 0.3571 | 1.5832 | 1.2582 |
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- | No log | 2.3636 | 52 | 1.6747 | 0.4034 | 1.6747 | 1.2941 |
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- | No log | 2.4545 | 54 | 1.6914 | 0.4320 | 1.6914 | 1.3005 |
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- | No log | 2.5455 | 56 | 1.5720 | 0.3509 | 1.5720 | 1.2538 |
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- | No log | 2.6364 | 58 | 1.6941 | 0.4333 | 1.6941 | 1.3016 |
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- | No log | 2.7273 | 60 | 1.7770 | 0.4286 | 1.7770 | 1.3331 |
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- | No log | 2.8182 | 62 | 2.0386 | 0.2429 | 2.0386 | 1.4278 |
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- | No log | 2.9091 | 64 | 2.0031 | 0.2429 | 2.0031 | 1.4153 |
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- | No log | 3.0 | 66 | 1.8406 | 0.3382 | 1.8406 | 1.3567 |
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- | No log | 3.0909 | 68 | 1.4361 | 0.3871 | 1.4361 | 1.1984 |
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- | No log | 3.1818 | 70 | 1.2778 | 0.3333 | 1.2778 | 1.1304 |
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- | No log | 3.2727 | 72 | 1.2611 | 0.3478 | 1.2611 | 1.1230 |
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- | No log | 3.3636 | 74 | 1.4759 | 0.3279 | 1.4759 | 1.2149 |
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- | No log | 3.4545 | 76 | 1.7472 | 0.3088 | 1.7472 | 1.3218 |
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- | No log | 3.5455 | 78 | 1.5248 | 0.3566 | 1.5248 | 1.2348 |
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- | No log | 3.6364 | 80 | 1.2217 | 0.3866 | 1.2217 | 1.1053 |
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- | No log | 3.7273 | 82 | 1.2348 | 0.3559 | 1.2348 | 1.1112 |
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- | No log | 3.8182 | 84 | 1.4165 | 0.3802 | 1.4165 | 1.1901 |
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- | No log | 3.9091 | 86 | 1.6164 | 0.3252 | 1.6164 | 1.2714 |
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- | No log | 4.0 | 88 | 1.2544 | 0.3729 | 1.2544 | 1.1200 |
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- | No log | 4.0909 | 90 | 1.0909 | 0.5574 | 1.0909 | 1.0445 |
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- | No log | 4.1818 | 92 | 1.1862 | 0.5669 | 1.1862 | 1.0891 |
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- | No log | 4.2727 | 94 | 1.2350 | 0.5469 | 1.2350 | 1.1113 |
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- | No log | 4.3636 | 96 | 1.1685 | 0.5714 | 1.1685 | 1.0810 |
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- | No log | 4.4545 | 98 | 1.0530 | 0.625 | 1.0530 | 1.0262 |
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- | No log | 4.5455 | 100 | 1.0473 | 0.5203 | 1.0473 | 1.0234 |
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- | No log | 4.6364 | 102 | 1.0884 | 0.5041 | 1.0884 | 1.0432 |
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- | No log | 4.7273 | 104 | 1.1013 | 0.5645 | 1.1013 | 1.0494 |
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- | No log | 4.8182 | 106 | 1.1541 | 0.544 | 1.1541 | 1.0743 |
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- | No log | 4.9091 | 108 | 1.1621 | 0.5556 | 1.1621 | 1.0780 |
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- | No log | 5.0 | 110 | 1.2741 | 0.4848 | 1.2741 | 1.1288 |
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- | No log | 5.0909 | 112 | 1.2131 | 0.4806 | 1.2131 | 1.1014 |
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- | No log | 5.1818 | 114 | 1.1349 | 0.4921 | 1.1349 | 1.0653 |
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- | No log | 5.2727 | 116 | 1.3868 | 0.4545 | 1.3868 | 1.1776 |
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- | No log | 5.3636 | 118 | 1.5029 | 0.3788 | 1.5029 | 1.2259 |
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- | No log | 5.4545 | 120 | 1.3863 | 0.5231 | 1.3863 | 1.1774 |
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- | No log | 5.5455 | 122 | 1.3110 | 0.4754 | 1.3110 | 1.1450 |
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- | No log | 5.6364 | 124 | 1.3255 | 0.2342 | 1.3255 | 1.1513 |
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- | No log | 5.7273 | 126 | 1.3586 | 0.2735 | 1.3586 | 1.1656 |
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- | No log | 5.8182 | 128 | 1.2766 | 0.2679 | 1.2766 | 1.1299 |
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- | No log | 5.9091 | 130 | 1.2161 | 0.4715 | 1.2161 | 1.1028 |
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- | No log | 6.0 | 132 | 1.1239 | 0.544 | 1.1239 | 1.0601 |
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- | No log | 6.0909 | 134 | 1.0819 | 0.544 | 1.0819 | 1.0401 |
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- | No log | 6.1818 | 136 | 1.0795 | 0.5246 | 1.0795 | 1.0390 |
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- | No log | 6.2727 | 138 | 1.2697 | 0.4496 | 1.2697 | 1.1268 |
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- | No log | 6.3636 | 140 | 1.2350 | 0.4651 | 1.2350 | 1.1113 |
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- | No log | 6.4545 | 142 | 1.0681 | 0.5920 | 1.0681 | 1.0335 |
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- | No log | 6.5455 | 144 | 1.0749 | 0.5538 | 1.0749 | 1.0368 |
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- | No log | 6.6364 | 146 | 1.2324 | 0.5 | 1.2324 | 1.1102 |
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- | No log | 6.7273 | 148 | 1.2049 | 0.5522 | 1.2049 | 1.0977 |
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- | No log | 6.8182 | 150 | 1.2314 | 0.5522 | 1.2314 | 1.1097 |
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- | No log | 6.9091 | 152 | 1.2851 | 0.5333 | 1.2851 | 1.1336 |
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- | No log | 7.0 | 154 | 1.3086 | 0.5113 | 1.3086 | 1.1439 |
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- | No log | 7.0909 | 156 | 1.2015 | 0.5564 | 1.2015 | 1.0961 |
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- | No log | 7.1818 | 158 | 1.0828 | 0.6047 | 1.0828 | 1.0406 |
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- | No log | 7.2727 | 160 | 1.0626 | 0.5938 | 1.0626 | 1.0308 |
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- | No log | 7.3636 | 162 | 1.1472 | 0.5271 | 1.1472 | 1.0711 |
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- | No log | 7.4545 | 164 | 1.1854 | 0.5191 | 1.1854 | 1.0888 |
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- | No log | 7.5455 | 166 | 1.0412 | 0.6094 | 1.0412 | 1.0204 |
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- | No log | 7.6364 | 168 | 0.8889 | 0.5512 | 0.8889 | 0.9428 |
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- | No log | 7.7273 | 170 | 0.8689 | 0.6418 | 0.8689 | 0.9322 |
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- | No log | 7.8182 | 172 | 0.8452 | 0.6154 | 0.8452 | 0.9193 |
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- | No log | 7.9091 | 174 | 0.9799 | 0.5802 | 0.9799 | 0.9899 |
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- | No log | 8.0 | 176 | 1.2362 | 0.5038 | 1.2362 | 1.1119 |
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- | No log | 8.0909 | 178 | 1.2014 | 0.5077 | 1.2014 | 1.0961 |
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- | No log | 8.1818 | 180 | 1.0222 | 0.5692 | 1.0222 | 1.0111 |
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- | No log | 8.2727 | 182 | 0.8645 | 0.5760 | 0.8645 | 0.9298 |
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- | No log | 8.3636 | 184 | 0.8679 | 0.6457 | 0.8679 | 0.9316 |
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- | No log | 8.4545 | 186 | 0.9333 | 0.5691 | 0.9333 | 0.9661 |
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- | No log | 8.5455 | 188 | 1.1434 | 0.5469 | 1.1434 | 1.0693 |
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- | No log | 8.6364 | 190 | 1.4762 | 0.4545 | 1.4762 | 1.2150 |
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- | No log | 8.7273 | 192 | 1.6066 | 0.3597 | 1.6066 | 1.2675 |
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- | No log | 8.8182 | 194 | 1.5170 | 0.4058 | 1.5170 | 1.2317 |
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- | No log | 8.9091 | 196 | 1.3415 | 0.5 | 1.3415 | 1.1582 |
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- | No log | 9.0 | 198 | 1.3555 | 0.4812 | 1.3555 | 1.1643 |
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- | No log | 9.0909 | 200 | 1.5289 | 0.3913 | 1.5289 | 1.2365 |
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- | No log | 9.1818 | 202 | 1.7620 | 0.2695 | 1.7620 | 1.3274 |
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- | No log | 9.2727 | 204 | 1.7785 | 0.3121 | 1.7785 | 1.3336 |
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- | No log | 9.3636 | 206 | 1.5902 | 0.3597 | 1.5902 | 1.2610 |
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- | No log | 9.4545 | 208 | 1.2586 | 0.528 | 1.2586 | 1.1219 |
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- | No log | 9.5455 | 210 | 1.0631 | 0.6032 | 1.0631 | 1.0311 |
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- | No log | 9.6364 | 212 | 1.0807 | 0.5854 | 1.0807 | 1.0396 |
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- | No log | 9.7273 | 214 | 1.2966 | 0.4103 | 1.2966 | 1.1387 |
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- | No log | 9.8182 | 216 | 1.2548 | 0.4839 | 1.2548 | 1.1202 |
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- | No log | 9.9091 | 218 | 1.0792 | 0.56 | 1.0792 | 1.0389 |
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- | No log | 10.0 | 220 | 1.0316 | 0.4874 | 1.0316 | 1.0157 |
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- | No log | 10.0909 | 222 | 1.0626 | 0.4915 | 1.0626 | 1.0308 |
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- | No log | 10.1818 | 224 | 1.0787 | 0.5 | 1.0787 | 1.0386 |
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- | No log | 10.2727 | 226 | 1.2502 | 0.5271 | 1.2502 | 1.1181 |
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- | No log | 10.3636 | 228 | 1.3556 | 0.4627 | 1.3556 | 1.1643 |
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- | No log | 10.4545 | 230 | 1.3126 | 0.4925 | 1.3126 | 1.1457 |
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- | No log | 10.5455 | 232 | 1.2704 | 0.5344 | 1.2704 | 1.1271 |
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- | No log | 10.6364 | 234 | 1.2393 | 0.5344 | 1.2393 | 1.1132 |
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- | No log | 10.7273 | 236 | 1.1494 | 0.5625 | 1.1494 | 1.0721 |
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- | No log | 10.8182 | 238 | 1.0997 | 0.5366 | 1.0997 | 1.0487 |
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- | No log | 10.9091 | 240 | 1.1052 | 0.5410 | 1.1052 | 1.0513 |
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- | No log | 11.0 | 242 | 1.1534 | 0.5625 | 1.1534 | 1.0740 |
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- | No log | 11.0909 | 244 | 1.1752 | 0.5354 | 1.1752 | 1.0841 |
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- | No log | 11.1818 | 246 | 1.1332 | 0.5625 | 1.1332 | 1.0645 |
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- | No log | 11.2727 | 248 | 1.1437 | 0.5802 | 1.1437 | 1.0694 |
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- | No log | 11.3636 | 250 | 1.1161 | 0.5758 | 1.1161 | 1.0564 |
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- | No log | 11.4545 | 252 | 1.1323 | 0.5714 | 1.1323 | 1.0641 |
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- | No log | 11.5455 | 254 | 1.2092 | 0.5522 | 1.2092 | 1.0997 |
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- | No log | 11.6364 | 256 | 1.2979 | 0.5224 | 1.2979 | 1.1392 |
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- | No log | 11.7273 | 258 | 1.2599 | 0.5606 | 1.2599 | 1.1224 |
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- | No log | 11.8182 | 260 | 1.1007 | 0.6047 | 1.1007 | 1.0492 |
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- | No log | 11.9091 | 262 | 1.0426 | 0.5920 | 1.0426 | 1.0211 |
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- | No log | 12.0 | 264 | 1.0492 | 0.5806 | 1.0492 | 1.0243 |
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- | No log | 12.0909 | 266 | 1.0814 | 0.5938 | 1.0814 | 1.0399 |
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- | No log | 12.1818 | 268 | 1.1873 | 0.5714 | 1.1873 | 1.0897 |
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- | No log | 12.2727 | 270 | 1.3101 | 0.5414 | 1.3101 | 1.1446 |
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- | No log | 12.3636 | 272 | 1.3390 | 0.5294 | 1.3390 | 1.1571 |
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- | No log | 12.4545 | 274 | 1.2588 | 0.5373 | 1.2588 | 1.1220 |
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- | No log | 12.5455 | 276 | 1.2455 | 0.5441 | 1.2455 | 1.1160 |
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- | No log | 12.6364 | 278 | 1.1491 | 0.5414 | 1.1491 | 1.0720 |
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- | No log | 12.7273 | 280 | 1.1375 | 0.5821 | 1.1375 | 1.0665 |
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- | No log | 12.8182 | 282 | 1.2592 | 0.5441 | 1.2592 | 1.1221 |
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- | No log | 12.9091 | 284 | 1.4823 | 0.3916 | 1.4823 | 1.2175 |
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- | No log | 13.0 | 286 | 1.4922 | 0.4348 | 1.4922 | 1.2216 |
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- | No log | 13.0909 | 288 | 1.4849 | 0.4348 | 1.4849 | 1.2185 |
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- | No log | 13.1818 | 290 | 1.3437 | 0.5152 | 1.3437 | 1.1592 |
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- | No log | 13.2727 | 292 | 1.2307 | 0.5802 | 1.2307 | 1.1094 |
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- | No log | 13.3636 | 294 | 1.1324 | 0.6047 | 1.1324 | 1.0642 |
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- | No log | 13.4545 | 296 | 1.1774 | 0.5625 | 1.1774 | 1.0851 |
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- | No log | 13.5455 | 298 | 1.3675 | 0.5037 | 1.3675 | 1.1694 |
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- | No log | 13.6364 | 300 | 1.5971 | 0.4058 | 1.5971 | 1.2637 |
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- | No log | 13.7273 | 302 | 1.5843 | 0.4296 | 1.5843 | 1.2587 |
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- | No log | 13.8182 | 304 | 1.4719 | 0.4559 | 1.4719 | 1.2132 |
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- | No log | 13.9091 | 306 | 1.4771 | 0.4559 | 1.4771 | 1.2154 |
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- | No log | 14.0 | 308 | 1.4060 | 0.4741 | 1.4060 | 1.1858 |
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- | No log | 14.0909 | 310 | 1.5400 | 0.4058 | 1.5400 | 1.2410 |
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- | No log | 14.1818 | 312 | 1.5288 | 0.4113 | 1.5288 | 1.2364 |
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- | No log | 14.2727 | 314 | 1.3360 | 0.5 | 1.3360 | 1.1558 |
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- | No log | 14.3636 | 316 | 1.2116 | 0.5333 | 1.2116 | 1.1007 |
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- | No log | 14.4545 | 318 | 1.1950 | 0.5564 | 1.1950 | 1.0932 |
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- | No log | 14.5455 | 320 | 1.2072 | 0.5414 | 1.2072 | 1.0987 |
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- | No log | 14.6364 | 322 | 1.3058 | 0.5 | 1.3058 | 1.1427 |
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- | No log | 14.7273 | 324 | 1.4757 | 0.4604 | 1.4757 | 1.2148 |
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- | No log | 14.8182 | 326 | 1.4916 | 0.4380 | 1.4916 | 1.2213 |
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- | No log | 14.9091 | 328 | 1.3495 | 0.4818 | 1.3495 | 1.1617 |
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- | No log | 15.0 | 330 | 1.1963 | 0.5385 | 1.1963 | 1.0937 |
217
- | No log | 15.0909 | 332 | 1.1146 | 0.5781 | 1.1146 | 1.0557 |
218
- | No log | 15.1818 | 334 | 1.1249 | 0.5760 | 1.1249 | 1.0606 |
219
- | No log | 15.2727 | 336 | 1.1262 | 0.5760 | 1.1262 | 1.0612 |
220
- | No log | 15.3636 | 338 | 1.0998 | 0.5760 | 1.0998 | 1.0487 |
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- | No log | 15.4545 | 340 | 1.0774 | 0.5920 | 1.0774 | 1.0380 |
222
- | No log | 15.5455 | 342 | 1.1713 | 0.5984 | 1.1713 | 1.0823 |
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- | No log | 15.6364 | 344 | 1.3198 | 0.4962 | 1.3198 | 1.1488 |
224
- | No log | 15.7273 | 346 | 1.3959 | 0.4741 | 1.3959 | 1.1815 |
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- | No log | 15.8182 | 348 | 1.3528 | 0.4853 | 1.3528 | 1.1631 |
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- | No log | 15.9091 | 350 | 1.3031 | 0.5109 | 1.3031 | 1.1415 |
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- | No log | 16.0 | 352 | 1.1807 | 0.5294 | 1.1807 | 1.0866 |
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- | No log | 16.0909 | 354 | 1.1638 | 0.5294 | 1.1638 | 1.0788 |
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- | No log | 16.1818 | 356 | 1.2586 | 0.5255 | 1.2586 | 1.1219 |
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- | No log | 16.2727 | 358 | 1.3298 | 0.5109 | 1.3298 | 1.1532 |
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- | No log | 16.3636 | 360 | 1.3405 | 0.5185 | 1.3405 | 1.1578 |
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- | No log | 16.4545 | 362 | 1.3148 | 0.5414 | 1.3148 | 1.1466 |
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- | No log | 16.5455 | 364 | 1.2225 | 0.5846 | 1.2225 | 1.1057 |
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- | No log | 16.6364 | 366 | 1.2551 | 0.5397 | 1.2551 | 1.1203 |
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- | No log | 16.7273 | 368 | 1.3064 | 0.5581 | 1.3064 | 1.1430 |
236
- | No log | 16.8182 | 370 | 1.2694 | 0.5736 | 1.2694 | 1.1267 |
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- | No log | 16.9091 | 372 | 1.3017 | 0.5455 | 1.3017 | 1.1409 |
238
- | No log | 17.0 | 374 | 1.3239 | 0.5152 | 1.3239 | 1.1506 |
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- | No log | 17.0909 | 376 | 1.2936 | 0.5075 | 1.2936 | 1.1374 |
240
- | No log | 17.1818 | 378 | 1.2098 | 0.5758 | 1.2098 | 1.0999 |
241
- | No log | 17.2727 | 380 | 1.1865 | 0.5649 | 1.1865 | 1.0892 |
242
- | No log | 17.3636 | 382 | 1.1688 | 0.5649 | 1.1688 | 1.0811 |
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- | No log | 17.4545 | 384 | 1.2160 | 0.5649 | 1.2160 | 1.1027 |
244
- | No log | 17.5455 | 386 | 1.3844 | 0.4818 | 1.3844 | 1.1766 |
245
- | No log | 17.6364 | 388 | 1.4489 | 0.4380 | 1.4489 | 1.2037 |
246
- | No log | 17.7273 | 390 | 1.3901 | 0.4818 | 1.3901 | 1.1790 |
247
- | No log | 17.8182 | 392 | 1.3137 | 0.5147 | 1.3137 | 1.1462 |
248
- | No log | 17.9091 | 394 | 1.3600 | 0.5 | 1.3600 | 1.1662 |
249
- | No log | 18.0 | 396 | 1.4179 | 0.4380 | 1.4179 | 1.1908 |
250
- | No log | 18.0909 | 398 | 1.4830 | 0.4118 | 1.4830 | 1.2178 |
251
- | No log | 18.1818 | 400 | 1.4860 | 0.4662 | 1.4860 | 1.2190 |
252
- | No log | 18.2727 | 402 | 1.4051 | 0.4885 | 1.4051 | 1.1854 |
253
- | No log | 18.3636 | 404 | 1.3130 | 0.5312 | 1.3130 | 1.1459 |
254
- | No log | 18.4545 | 406 | 1.2290 | 0.5692 | 1.2290 | 1.1086 |
255
- | No log | 18.5455 | 408 | 1.2603 | 0.5496 | 1.2603 | 1.1226 |
256
- | No log | 18.6364 | 410 | 1.3467 | 0.4925 | 1.3467 | 1.1605 |
257
- | No log | 18.7273 | 412 | 1.3769 | 0.4925 | 1.3769 | 1.1734 |
258
- | No log | 18.8182 | 414 | 1.2567 | 0.5496 | 1.2567 | 1.1210 |
259
- | No log | 18.9091 | 416 | 1.1686 | 0.5606 | 1.1686 | 1.0810 |
260
- | No log | 19.0 | 418 | 1.1253 | 0.5758 | 1.1253 | 1.0608 |
261
- | No log | 19.0909 | 420 | 1.1205 | 0.5846 | 1.1205 | 1.0585 |
262
- | No log | 19.1818 | 422 | 1.2026 | 0.5606 | 1.2026 | 1.0967 |
263
- | No log | 19.2727 | 424 | 1.3184 | 0.5496 | 1.3184 | 1.1482 |
264
- | No log | 19.3636 | 426 | 1.4122 | 0.5038 | 1.4122 | 1.1884 |
265
- | No log | 19.4545 | 428 | 1.3766 | 0.5231 | 1.3766 | 1.1733 |
266
- | No log | 19.5455 | 430 | 1.2589 | 0.5496 | 1.2589 | 1.1220 |
267
- | No log | 19.6364 | 432 | 1.1246 | 0.5649 | 1.1246 | 1.0605 |
268
- | No log | 19.7273 | 434 | 1.0664 | 0.5891 | 1.0664 | 1.0327 |
269
- | No log | 19.8182 | 436 | 1.1128 | 0.5781 | 1.1128 | 1.0549 |
270
- | No log | 19.9091 | 438 | 1.1955 | 0.5538 | 1.1955 | 1.0934 |
271
- | No log | 20.0 | 440 | 1.3029 | 0.5564 | 1.3029 | 1.1414 |
272
- | No log | 20.0909 | 442 | 1.3311 | 0.5522 | 1.3311 | 1.1537 |
273
- | No log | 20.1818 | 444 | 1.2928 | 0.5630 | 1.2928 | 1.1370 |
274
- | No log | 20.2727 | 446 | 1.2881 | 0.5588 | 1.2881 | 1.1349 |
275
- | No log | 20.3636 | 448 | 1.3135 | 0.5588 | 1.3135 | 1.1461 |
276
- | No log | 20.4545 | 450 | 1.4456 | 0.4638 | 1.4456 | 1.2023 |
277
- | No log | 20.5455 | 452 | 1.5061 | 0.4088 | 1.5061 | 1.2272 |
278
- | No log | 20.6364 | 454 | 1.4593 | 0.4296 | 1.4593 | 1.2080 |
279
- | No log | 20.7273 | 456 | 1.3898 | 0.4662 | 1.3898 | 1.1789 |
280
- | No log | 20.8182 | 458 | 1.3665 | 0.4962 | 1.3665 | 1.1690 |
281
- | No log | 20.9091 | 460 | 1.2574 | 0.5758 | 1.2574 | 1.1213 |
282
- | No log | 21.0 | 462 | 1.1946 | 0.5846 | 1.1946 | 1.0930 |
283
- | No log | 21.0909 | 464 | 1.2137 | 0.5802 | 1.2137 | 1.1017 |
284
- | No log | 21.1818 | 466 | 1.1918 | 0.5802 | 1.1918 | 1.0917 |
285
- | No log | 21.2727 | 468 | 1.2288 | 0.5564 | 1.2288 | 1.1085 |
286
- | No log | 21.3636 | 470 | 1.2474 | 0.5522 | 1.2474 | 1.1169 |
287
- | No log | 21.4545 | 472 | 1.2851 | 0.5 | 1.2851 | 1.1336 |
288
- | No log | 21.5455 | 474 | 1.3672 | 0.4848 | 1.3672 | 1.1693 |
289
- | No log | 21.6364 | 476 | 1.5004 | 0.3704 | 1.5004 | 1.2249 |
290
- | No log | 21.7273 | 478 | 1.4678 | 0.4211 | 1.4678 | 1.2115 |
291
- | No log | 21.8182 | 480 | 1.3377 | 0.5 | 1.3377 | 1.1566 |
292
- | No log | 21.9091 | 482 | 1.2228 | 0.5556 | 1.2228 | 1.1058 |
293
- | No log | 22.0 | 484 | 1.1964 | 0.5781 | 1.1964 | 1.0938 |
294
- | No log | 22.0909 | 486 | 1.2587 | 0.5538 | 1.2587 | 1.1219 |
295
- | No log | 22.1818 | 488 | 1.3294 | 0.4776 | 1.3294 | 1.1530 |
296
- | No log | 22.2727 | 490 | 1.2927 | 0.5373 | 1.2927 | 1.1370 |
297
- | No log | 22.3636 | 492 | 1.1977 | 0.5581 | 1.1977 | 1.0944 |
298
- | No log | 22.4545 | 494 | 1.1868 | 0.5581 | 1.1868 | 1.0894 |
299
- | No log | 22.5455 | 496 | 1.2908 | 0.5333 | 1.2908 | 1.1361 |
300
- | No log | 22.6364 | 498 | 1.2755 | 0.5333 | 1.2755 | 1.1294 |
301
- | 0.4372 | 22.7273 | 500 | 1.2479 | 0.5224 | 1.2479 | 1.1171 |
302
- | 0.4372 | 22.8182 | 502 | 1.1773 | 0.5414 | 1.1773 | 1.0850 |
303
- | 0.4372 | 22.9091 | 504 | 1.1747 | 0.5303 | 1.1747 | 1.0838 |
304
- | 0.4372 | 23.0 | 506 | 1.1688 | 0.5581 | 1.1688 | 1.0811 |
305
- | 0.4372 | 23.0909 | 508 | 1.2374 | 0.5303 | 1.2374 | 1.1124 |
306
- | 0.4372 | 23.1818 | 510 | 1.3485 | 0.5075 | 1.3485 | 1.1612 |
307
- | 0.4372 | 23.2727 | 512 | 1.3611 | 0.4812 | 1.3611 | 1.1667 |
308
- | 0.4372 | 23.3636 | 514 | 1.2690 | 0.5373 | 1.2690 | 1.1265 |
309
- | 0.4372 | 23.4545 | 516 | 1.1745 | 0.5581 | 1.1745 | 1.0837 |
310
- | 0.4372 | 23.5455 | 518 | 1.1886 | 0.5581 | 1.1886 | 1.0902 |
311
- | 0.4372 | 23.6364 | 520 | 1.1865 | 0.5581 | 1.1865 | 1.0892 |
312
- | 0.4372 | 23.7273 | 522 | 1.2270 | 0.5231 | 1.2270 | 1.1077 |
313
- | 0.4372 | 23.8182 | 524 | 1.2588 | 0.5 | 1.2588 | 1.1219 |
314
- | 0.4372 | 23.9091 | 526 | 1.2543 | 0.5303 | 1.2543 | 1.1199 |
315
- | 0.4372 | 24.0 | 528 | 1.2040 | 0.5469 | 1.2040 | 1.0973 |
316
- | 0.4372 | 24.0909 | 530 | 1.1897 | 0.5469 | 1.1897 | 1.0907 |
317
- | 0.4372 | 24.1818 | 532 | 1.2742 | 0.5263 | 1.2742 | 1.1288 |
318
- | 0.4372 | 24.2727 | 534 | 1.2917 | 0.5263 | 1.2917 | 1.1365 |
319
- | 0.4372 | 24.3636 | 536 | 1.2673 | 0.5303 | 1.2673 | 1.1258 |
320
- | 0.4372 | 24.4545 | 538 | 1.2512 | 0.5496 | 1.2512 | 1.1186 |
321
- | 0.4372 | 24.5455 | 540 | 1.2425 | 0.5496 | 1.2425 | 1.1147 |
322
- | 0.4372 | 24.6364 | 542 | 1.1992 | 0.5538 | 1.1992 | 1.0951 |
323
- | 0.4372 | 24.7273 | 544 | 1.2353 | 0.5496 | 1.2353 | 1.1114 |
324
- | 0.4372 | 24.8182 | 546 | 1.1803 | 0.5581 | 1.1803 | 1.0864 |
325
- | 0.4372 | 24.9091 | 548 | 1.1834 | 0.5538 | 1.1834 | 1.0879 |
326
- | 0.4372 | 25.0 | 550 | 1.1768 | 0.5303 | 1.1768 | 1.0848 |
327
- | 0.4372 | 25.0909 | 552 | 1.2020 | 0.5303 | 1.2020 | 1.0963 |
328
- | 0.4372 | 25.1818 | 554 | 1.1802 | 0.5496 | 1.1802 | 1.0864 |
329
- | 0.4372 | 25.2727 | 556 | 1.1780 | 0.5469 | 1.1780 | 1.0853 |
330
- | 0.4372 | 25.3636 | 558 | 1.1848 | 0.5469 | 1.1848 | 1.0885 |
331
- | 0.4372 | 25.4545 | 560 | 1.1782 | 0.5581 | 1.1782 | 1.0854 |
332
- | 0.4372 | 25.5455 | 562 | 1.2549 | 0.5455 | 1.2549 | 1.1202 |
333
- | 0.4372 | 25.6364 | 564 | 1.2748 | 0.5455 | 1.2748 | 1.1291 |
334
- | 0.4372 | 25.7273 | 566 | 1.2153 | 0.5455 | 1.2153 | 1.1024 |
335
- | 0.4372 | 25.8182 | 568 | 1.1683 | 0.5496 | 1.1683 | 1.0809 |
336
- | 0.4372 | 25.9091 | 570 | 1.2356 | 0.5455 | 1.2356 | 1.1116 |
337
- | 0.4372 | 26.0 | 572 | 1.2925 | 0.5455 | 1.2925 | 1.1369 |
338
- | 0.4372 | 26.0909 | 574 | 1.3570 | 0.5152 | 1.3570 | 1.1649 |
339
- | 0.4372 | 26.1818 | 576 | 1.2853 | 0.5455 | 1.2853 | 1.1337 |
340
- | 0.4372 | 26.2727 | 578 | 1.1722 | 0.5469 | 1.1722 | 1.0827 |
341
- | 0.4372 | 26.3636 | 580 | 1.0704 | 0.5760 | 1.0704 | 1.0346 |
342
- | 0.4372 | 26.4545 | 582 | 1.0398 | 0.5873 | 1.0398 | 1.0197 |
343
- | 0.4372 | 26.5455 | 584 | 1.0965 | 0.5649 | 1.0965 | 1.0471 |
344
- | 0.4372 | 26.6364 | 586 | 1.2910 | 0.5522 | 1.2910 | 1.1362 |
345
- | 0.4372 | 26.7273 | 588 | 1.6336 | 0.3611 | 1.6336 | 1.2781 |
346
- | 0.4372 | 26.8182 | 590 | 1.8004 | 0.3514 | 1.8004 | 1.3418 |
347
- | 0.4372 | 26.9091 | 592 | 1.6533 | 0.3662 | 1.6533 | 1.2858 |
348
- | 0.4372 | 27.0 | 594 | 1.5029 | 0.4604 | 1.5029 | 1.2259 |
349
- | 0.4372 | 27.0909 | 596 | 1.4459 | 0.4928 | 1.4459 | 1.2025 |
350
 
351
 
352
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task1_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_k6_task1_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: 1.7207
19
+ - Qwk: 0.3165
20
+ - Mse: 1.7207
21
+ - Rmse: 1.3118
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0769 | 2 | 6.7951 | -0.0057 | 6.7951 | 2.6067 |
53
+ | No log | 0.1538 | 4 | 4.4769 | 0.0433 | 4.4769 | 2.1159 |
54
+ | No log | 0.2308 | 6 | 3.7117 | -0.0426 | 3.7117 | 1.9266 |
55
+ | No log | 0.3077 | 8 | 4.1086 | -0.0928 | 4.1086 | 2.0270 |
56
+ | No log | 0.3846 | 10 | 4.4629 | -0.0531 | 4.4629 | 2.1126 |
57
+ | No log | 0.4615 | 12 | 2.8130 | 0.0145 | 2.8130 | 1.6772 |
58
+ | No log | 0.5385 | 14 | 1.8421 | 0.1538 | 1.8421 | 1.3572 |
59
+ | No log | 0.6154 | 16 | 1.8548 | 0.0784 | 1.8548 | 1.3619 |
60
+ | No log | 0.6923 | 18 | 1.9939 | 0.0962 | 1.9939 | 1.4121 |
61
+ | No log | 0.7692 | 20 | 2.1927 | -0.0348 | 2.1927 | 1.4808 |
62
+ | No log | 0.8462 | 22 | 2.4397 | -0.1168 | 2.4397 | 1.5620 |
63
+ | No log | 0.9231 | 24 | 2.3850 | -0.0876 | 2.3850 | 1.5443 |
64
+ | No log | 1.0 | 26 | 2.2329 | -0.0645 | 2.2329 | 1.4943 |
65
+ | No log | 1.0769 | 28 | 2.2449 | -0.0159 | 2.2449 | 1.4983 |
66
+ | No log | 1.1538 | 30 | 2.2631 | 0.0 | 2.2631 | 1.5044 |
67
+ | No log | 1.2308 | 32 | 2.1780 | 0.1345 | 2.1780 | 1.4758 |
68
+ | No log | 1.3077 | 34 | 2.0550 | 0.2124 | 2.0550 | 1.4335 |
69
+ | No log | 1.3846 | 36 | 1.9927 | 0.1835 | 1.9927 | 1.4116 |
70
+ | No log | 1.4615 | 38 | 1.9631 | 0.1835 | 1.9631 | 1.4011 |
71
+ | No log | 1.5385 | 40 | 1.8847 | 0.2182 | 1.8847 | 1.3728 |
72
+ | No log | 1.6154 | 42 | 1.8011 | 0.2679 | 1.8011 | 1.3421 |
73
+ | No log | 1.6923 | 44 | 1.7112 | 0.2385 | 1.7112 | 1.3081 |
74
+ | No log | 1.7692 | 46 | 1.6358 | 0.2037 | 1.6358 | 1.2790 |
75
+ | No log | 1.8462 | 48 | 1.5937 | 0.1667 | 1.5937 | 1.2624 |
76
+ | No log | 1.9231 | 50 | 1.5798 | 0.1667 | 1.5798 | 1.2569 |
77
+ | No log | 2.0 | 52 | 1.4956 | 0.2202 | 1.4956 | 1.2229 |
78
+ | No log | 2.0769 | 54 | 1.4556 | 0.3063 | 1.4556 | 1.2065 |
79
+ | No log | 2.1538 | 56 | 1.4596 | 0.2655 | 1.4596 | 1.2081 |
80
+ | No log | 2.2308 | 58 | 1.4205 | 0.2759 | 1.4205 | 1.1919 |
81
+ | No log | 2.3077 | 60 | 1.3573 | 0.3025 | 1.3573 | 1.1650 |
82
+ | No log | 2.3846 | 62 | 1.3763 | 0.3248 | 1.3763 | 1.1732 |
83
+ | No log | 2.4615 | 64 | 1.8621 | 0.1636 | 1.8621 | 1.3646 |
84
+ | No log | 2.5385 | 66 | 1.9653 | 0.1468 | 1.9653 | 1.4019 |
85
+ | No log | 2.6154 | 68 | 1.7682 | 0.1468 | 1.7682 | 1.3298 |
86
+ | No log | 2.6923 | 70 | 1.4049 | 0.2609 | 1.4049 | 1.1853 |
87
+ | No log | 2.7692 | 72 | 1.4162 | 0.3740 | 1.4162 | 1.1900 |
88
+ | No log | 2.8462 | 74 | 1.4159 | 0.3740 | 1.4159 | 1.1899 |
89
+ | No log | 2.9231 | 76 | 1.3215 | 0.3761 | 1.3215 | 1.1496 |
90
+ | No log | 3.0 | 78 | 1.4685 | 0.1154 | 1.4685 | 1.2118 |
91
+ | No log | 3.0769 | 80 | 1.7251 | 0.1869 | 1.7251 | 1.3134 |
92
+ | No log | 3.1538 | 82 | 1.7651 | 0.2727 | 1.7651 | 1.3286 |
93
+ | No log | 3.2308 | 84 | 1.5141 | 0.2703 | 1.5141 | 1.2305 |
94
+ | No log | 3.3077 | 86 | 1.3037 | 0.3186 | 1.3037 | 1.1418 |
95
+ | No log | 3.3846 | 88 | 1.3035 | 0.3158 | 1.3035 | 1.1417 |
96
+ | No log | 3.4615 | 90 | 1.3707 | 0.3478 | 1.3707 | 1.1708 |
97
+ | No log | 3.5385 | 92 | 1.6799 | 0.2906 | 1.6799 | 1.2961 |
98
+ | No log | 3.6154 | 94 | 2.0216 | 0.1345 | 2.0216 | 1.4218 |
99
+ | No log | 3.6923 | 96 | 2.1826 | 0.0 | 2.1826 | 1.4774 |
100
+ | No log | 3.7692 | 98 | 1.9777 | 0.1789 | 1.9777 | 1.4063 |
101
+ | No log | 3.8462 | 100 | 1.6970 | 0.2720 | 1.6970 | 1.3027 |
102
+ | No log | 3.9231 | 102 | 1.4959 | 0.3548 | 1.4959 | 1.2231 |
103
+ | No log | 4.0 | 104 | 1.5232 | 0.3651 | 1.5232 | 1.2342 |
104
+ | No log | 4.0769 | 106 | 1.7344 | 0.2985 | 1.7344 | 1.3170 |
105
+ | No log | 4.1538 | 108 | 1.7573 | 0.2963 | 1.7573 | 1.3256 |
106
+ | No log | 4.2308 | 110 | 1.6000 | 0.3704 | 1.6000 | 1.2649 |
107
+ | No log | 4.3077 | 112 | 1.2842 | 0.4806 | 1.2842 | 1.1332 |
108
+ | No log | 4.3846 | 114 | 1.1684 | 0.4839 | 1.1684 | 1.0809 |
109
+ | No log | 4.4615 | 116 | 1.1575 | 0.496 | 1.1575 | 1.0759 |
110
+ | No log | 4.5385 | 118 | 1.3023 | 0.4923 | 1.3023 | 1.1412 |
111
+ | No log | 4.6154 | 120 | 1.5338 | 0.4030 | 1.5338 | 1.2385 |
112
+ | No log | 4.6923 | 122 | 1.5960 | 0.3704 | 1.5960 | 1.2633 |
113
+ | No log | 4.7692 | 124 | 1.5824 | 0.4 | 1.5824 | 1.2579 |
114
+ | No log | 4.8462 | 126 | 1.5952 | 0.3622 | 1.5952 | 1.2630 |
115
+ | No log | 4.9231 | 128 | 1.5358 | 0.4 | 1.5358 | 1.2393 |
116
+ | No log | 5.0 | 130 | 1.4859 | 0.3833 | 1.4859 | 1.2190 |
117
+ | No log | 5.0769 | 132 | 1.5338 | 0.3710 | 1.5338 | 1.2385 |
118
+ | No log | 5.1538 | 134 | 1.7542 | 0.2647 | 1.7542 | 1.3245 |
119
+ | No log | 5.2308 | 136 | 2.0207 | 0.2143 | 2.0207 | 1.4215 |
120
+ | No log | 5.3077 | 138 | 2.0904 | 0.2143 | 2.0904 | 1.4458 |
121
+ | No log | 5.3846 | 140 | 1.9275 | 0.2429 | 1.9275 | 1.3884 |
122
+ | No log | 5.4615 | 142 | 1.6620 | 0.352 | 1.6620 | 1.2892 |
123
+ | No log | 5.5385 | 144 | 1.4107 | 0.2632 | 1.4107 | 1.1877 |
124
+ | No log | 5.6154 | 146 | 1.4169 | 0.2301 | 1.4169 | 1.1903 |
125
+ | No log | 5.6923 | 148 | 1.4008 | 0.2957 | 1.4008 | 1.1835 |
126
+ | No log | 5.7692 | 150 | 1.5245 | 0.3390 | 1.5245 | 1.2347 |
127
+ | No log | 5.8462 | 152 | 1.8064 | 0.1832 | 1.8064 | 1.3440 |
128
+ | No log | 5.9231 | 154 | 1.9459 | 0.1818 | 1.9459 | 1.3949 |
129
+ | No log | 6.0 | 156 | 1.9912 | 0.1955 | 1.9912 | 1.4111 |
130
+ | No log | 6.0769 | 158 | 1.9502 | 0.1778 | 1.9502 | 1.3965 |
131
+ | No log | 6.1538 | 160 | 1.8532 | 0.2074 | 1.8532 | 1.3613 |
132
+ | No log | 6.2308 | 162 | 1.8072 | 0.2687 | 1.8072 | 1.3443 |
133
+ | No log | 6.3077 | 164 | 1.8532 | 0.2353 | 1.8532 | 1.3613 |
134
+ | No log | 6.3846 | 166 | 1.8543 | 0.1805 | 1.8543 | 1.3617 |
135
+ | No log | 6.4615 | 168 | 1.7415 | 0.2742 | 1.7415 | 1.3197 |
136
+ | No log | 6.5385 | 170 | 1.6579 | 0.3000 | 1.6579 | 1.2876 |
137
+ | No log | 6.6154 | 172 | 1.5659 | 0.3471 | 1.5659 | 1.2514 |
138
+ | No log | 6.6923 | 174 | 1.5015 | 0.4194 | 1.5015 | 1.2254 |
139
+ | No log | 6.7692 | 176 | 1.5471 | 0.4462 | 1.5471 | 1.2438 |
140
+ | No log | 6.8462 | 178 | 1.6884 | 0.3158 | 1.6884 | 1.2994 |
141
+ | No log | 6.9231 | 180 | 1.8473 | 0.2754 | 1.8473 | 1.3592 |
142
+ | No log | 7.0 | 182 | 2.0456 | 0.2378 | 2.0456 | 1.4302 |
143
+ | No log | 7.0769 | 184 | 2.1090 | 0.1857 | 2.1090 | 1.4522 |
144
+ | No log | 7.1538 | 186 | 2.0328 | 0.1606 | 2.0328 | 1.4258 |
145
+ | No log | 7.2308 | 188 | 1.7821 | 0.272 | 1.7821 | 1.3349 |
146
+ | No log | 7.3077 | 190 | 1.5096 | 0.3559 | 1.5096 | 1.2286 |
147
+ | No log | 7.3846 | 192 | 1.4016 | 0.4237 | 1.4016 | 1.1839 |
148
+ | No log | 7.4615 | 194 | 1.3605 | 0.3559 | 1.3605 | 1.1664 |
149
+ | No log | 7.5385 | 196 | 1.3802 | 0.4167 | 1.3802 | 1.1748 |
150
+ | No log | 7.6154 | 198 | 1.4510 | 0.4567 | 1.4510 | 1.2046 |
151
+ | No log | 7.6923 | 200 | 1.5159 | 0.4462 | 1.5159 | 1.2312 |
152
+ | No log | 7.7692 | 202 | 1.5902 | 0.4 | 1.5902 | 1.2610 |
153
+ | No log | 7.8462 | 204 | 1.5893 | 0.4 | 1.5893 | 1.2607 |
154
+ | No log | 7.9231 | 206 | 1.6442 | 0.3817 | 1.6442 | 1.2822 |
155
+ | No log | 8.0 | 208 | 1.6174 | 0.4 | 1.6174 | 1.2718 |
156
+ | No log | 8.0769 | 210 | 1.6300 | 0.4091 | 1.6300 | 1.2767 |
157
+ | No log | 8.1538 | 212 | 1.5653 | 0.4122 | 1.5653 | 1.2511 |
158
+ | No log | 8.2308 | 214 | 1.6822 | 0.3939 | 1.6822 | 1.2970 |
159
+ | No log | 8.3077 | 216 | 1.9504 | 0.2590 | 1.9504 | 1.3966 |
160
+ | No log | 8.3846 | 218 | 2.0896 | 0.2553 | 2.0896 | 1.4456 |
161
+ | No log | 8.4615 | 220 | 2.0024 | 0.2302 | 2.0024 | 1.4151 |
162
+ | No log | 8.5385 | 222 | 1.8530 | 0.2482 | 1.8530 | 1.3613 |
163
+ | No log | 8.6154 | 224 | 1.6794 | 0.3538 | 1.6794 | 1.2959 |
164
+ | No log | 8.6923 | 226 | 1.5367 | 0.4186 | 1.5367 | 1.2397 |
165
+ | No log | 8.7692 | 228 | 1.4816 | 0.4531 | 1.4816 | 1.2172 |
166
+ | No log | 8.8462 | 230 | 1.5195 | 0.4308 | 1.5195 | 1.2327 |
167
+ | No log | 8.9231 | 232 | 1.6772 | 0.3759 | 1.6772 | 1.2951 |
168
+ | No log | 9.0 | 234 | 1.9357 | 0.2817 | 1.9357 | 1.3913 |
169
+ | No log | 9.0769 | 236 | 2.0415 | 0.2500 | 2.0415 | 1.4288 |
170
+ | No log | 9.1538 | 238 | 1.9695 | 0.2676 | 1.9695 | 1.4034 |
171
+ | No log | 9.2308 | 240 | 1.8010 | 0.3022 | 1.8010 | 1.3420 |
172
+ | No log | 9.3077 | 242 | 1.7088 | 0.3188 | 1.7088 | 1.3072 |
173
+ | No log | 9.3846 | 244 | 1.6934 | 0.3188 | 1.6934 | 1.3013 |
174
+ | No log | 9.4615 | 246 | 1.7611 | 0.3022 | 1.7611 | 1.3271 |
175
+ | No log | 9.5385 | 248 | 1.7970 | 0.2857 | 1.7970 | 1.3405 |
176
+ | No log | 9.6154 | 250 | 1.7825 | 0.2857 | 1.7825 | 1.3351 |
177
+ | No log | 9.6923 | 252 | 1.6866 | 0.3358 | 1.6866 | 1.2987 |
178
+ | No log | 9.7692 | 254 | 1.6224 | 0.4060 | 1.6224 | 1.2738 |
179
+ | No log | 9.8462 | 256 | 1.5681 | 0.3939 | 1.5681 | 1.2522 |
180
+ | No log | 9.9231 | 258 | 1.5307 | 0.4060 | 1.5307 | 1.2372 |
181
+ | No log | 10.0 | 260 | 1.5546 | 0.4030 | 1.5546 | 1.2468 |
182
+ | No log | 10.0769 | 262 | 1.5831 | 0.3676 | 1.5831 | 1.2582 |
183
+ | No log | 10.1538 | 264 | 1.5270 | 0.4 | 1.5270 | 1.2357 |
184
+ | No log | 10.2308 | 266 | 1.4634 | 0.4179 | 1.4634 | 1.2097 |
185
+ | No log | 10.3077 | 268 | 1.4387 | 0.4394 | 1.4387 | 1.1995 |
186
+ | No log | 10.3846 | 270 | 1.5450 | 0.3731 | 1.5450 | 1.2430 |
187
+ | No log | 10.4615 | 272 | 1.8087 | 0.3358 | 1.8087 | 1.3449 |
188
+ | No log | 10.5385 | 274 | 1.8690 | 0.3088 | 1.8690 | 1.3671 |
189
+ | No log | 10.6154 | 276 | 1.8088 | 0.3259 | 1.8088 | 1.3449 |
190
+ | No log | 10.6923 | 278 | 1.6344 | 0.3556 | 1.6344 | 1.2784 |
191
+ | No log | 10.7692 | 280 | 1.5576 | 0.3636 | 1.5576 | 1.2480 |
192
+ | No log | 10.8462 | 282 | 1.4276 | 0.4462 | 1.4276 | 1.1948 |
193
+ | No log | 10.9231 | 284 | 1.3497 | 0.5 | 1.3497 | 1.1618 |
194
+ | No log | 11.0 | 286 | 1.3712 | 0.4688 | 1.3712 | 1.1710 |
195
+ | No log | 11.0769 | 288 | 1.4553 | 0.4427 | 1.4553 | 1.2064 |
196
+ | No log | 11.1538 | 290 | 1.4577 | 0.4427 | 1.4577 | 1.2074 |
197
+ | No log | 11.2308 | 292 | 1.4639 | 0.4615 | 1.4639 | 1.2099 |
198
+ | No log | 11.3077 | 294 | 1.5045 | 0.4394 | 1.5045 | 1.2266 |
199
+ | No log | 11.3846 | 296 | 1.4810 | 0.4122 | 1.4810 | 1.2170 |
200
+ | No log | 11.4615 | 298 | 1.5175 | 0.4122 | 1.5175 | 1.2319 |
201
+ | No log | 11.5385 | 300 | 1.5313 | 0.4122 | 1.5313 | 1.2374 |
202
+ | No log | 11.6154 | 302 | 1.5744 | 0.3810 | 1.5744 | 1.2547 |
203
+ | No log | 11.6923 | 304 | 1.5777 | 0.3770 | 1.5777 | 1.2561 |
204
+ | No log | 11.7692 | 306 | 1.5684 | 0.4062 | 1.5684 | 1.2524 |
205
+ | No log | 11.8462 | 308 | 1.5405 | 0.3939 | 1.5405 | 1.2412 |
206
+ | No log | 11.9231 | 310 | 1.5117 | 0.4 | 1.5117 | 1.2295 |
207
+ | No log | 12.0 | 312 | 1.5376 | 0.4088 | 1.5376 | 1.2400 |
208
+ | No log | 12.0769 | 314 | 1.5276 | 0.4058 | 1.5276 | 1.2360 |
209
+ | No log | 12.1538 | 316 | 1.4294 | 0.4444 | 1.4294 | 1.1956 |
210
+ | No log | 12.2308 | 318 | 1.3818 | 0.4603 | 1.3818 | 1.1755 |
211
+ | No log | 12.3077 | 320 | 1.3833 | 0.4194 | 1.3833 | 1.1762 |
212
+ | No log | 12.3846 | 322 | 1.4441 | 0.4186 | 1.4441 | 1.2017 |
213
+ | No log | 12.4615 | 324 | 1.6153 | 0.3504 | 1.6153 | 1.2710 |
214
+ | No log | 12.5385 | 326 | 1.8049 | 0.3022 | 1.8049 | 1.3435 |
215
+ | No log | 12.6154 | 328 | 1.8551 | 0.3022 | 1.8551 | 1.3620 |
216
+ | No log | 12.6923 | 330 | 1.7641 | 0.3333 | 1.7641 | 1.3282 |
217
+ | No log | 12.7692 | 332 | 1.6214 | 0.3817 | 1.6214 | 1.2733 |
218
+ | No log | 12.8462 | 334 | 1.5815 | 0.3876 | 1.5815 | 1.2576 |
219
+ | No log | 12.9231 | 336 | 1.5732 | 0.3876 | 1.5732 | 1.2543 |
220
+ | No log | 13.0 | 338 | 1.6407 | 0.3511 | 1.6407 | 1.2809 |
221
+ | No log | 13.0769 | 340 | 1.6590 | 0.3333 | 1.6590 | 1.2880 |
222
+ | No log | 13.1538 | 342 | 1.6521 | 0.3511 | 1.6521 | 1.2853 |
223
+ | No log | 13.2308 | 344 | 1.5713 | 0.3876 | 1.5713 | 1.2535 |
224
+ | No log | 13.3077 | 346 | 1.4851 | 0.4375 | 1.4851 | 1.2187 |
225
+ | No log | 13.3846 | 348 | 1.4184 | 0.4603 | 1.4184 | 1.1910 |
226
+ | No log | 13.4615 | 350 | 1.3683 | 0.4724 | 1.3683 | 1.1698 |
227
+ | No log | 13.5385 | 352 | 1.3400 | 0.4733 | 1.3400 | 1.1576 |
228
+ | No log | 13.6154 | 354 | 1.3224 | 0.5 | 1.3224 | 1.1499 |
229
+ | No log | 13.6923 | 356 | 1.2938 | 0.5 | 1.2938 | 1.1374 |
230
+ | No log | 13.7692 | 358 | 1.4060 | 0.4511 | 1.4060 | 1.1857 |
231
+ | No log | 13.8462 | 360 | 1.6478 | 0.3188 | 1.6478 | 1.2837 |
232
+ | No log | 13.9231 | 362 | 1.7950 | 0.2370 | 1.7950 | 1.3398 |
233
+ | No log | 14.0 | 364 | 1.8001 | 0.2090 | 1.8001 | 1.3417 |
234
+ | No log | 14.0769 | 366 | 1.6469 | 0.3556 | 1.6469 | 1.2833 |
235
+ | No log | 14.1538 | 368 | 1.5918 | 0.3731 | 1.5918 | 1.2617 |
236
+ | No log | 14.2308 | 370 | 1.5664 | 0.3731 | 1.5664 | 1.2516 |
237
+ | No log | 14.3077 | 372 | 1.5156 | 0.3906 | 1.5156 | 1.2311 |
238
+ | No log | 14.3846 | 374 | 1.5134 | 0.3780 | 1.5134 | 1.2302 |
239
+ | No log | 14.4615 | 376 | 1.5294 | 0.3780 | 1.5294 | 1.2367 |
240
+ | No log | 14.5385 | 378 | 1.5080 | 0.4252 | 1.5080 | 1.2280 |
241
+ | No log | 14.6154 | 380 | 1.5835 | 0.3359 | 1.5835 | 1.2584 |
242
+ | No log | 14.6923 | 382 | 1.6268 | 0.3556 | 1.6268 | 1.2755 |
243
+ | No log | 14.7692 | 384 | 1.6263 | 0.3333 | 1.6263 | 1.2753 |
244
+ | No log | 14.8462 | 386 | 1.7212 | 0.3000 | 1.7212 | 1.3119 |
245
+ | No log | 14.9231 | 388 | 1.7367 | 0.3000 | 1.7367 | 1.3178 |
246
+ | No log | 15.0 | 390 | 1.7626 | 0.2734 | 1.7626 | 1.3276 |
247
+ | No log | 15.0769 | 392 | 1.7167 | 0.2734 | 1.7167 | 1.3102 |
248
+ | No log | 15.1538 | 394 | 1.6410 | 0.3308 | 1.6410 | 1.2810 |
249
+ | No log | 15.2308 | 396 | 1.5832 | 0.3609 | 1.5832 | 1.2583 |
250
+ | No log | 15.3077 | 398 | 1.5133 | 0.3692 | 1.5133 | 1.2302 |
251
+ | No log | 15.3846 | 400 | 1.5177 | 0.375 | 1.5177 | 1.2320 |
252
+ | No log | 15.4615 | 402 | 1.5438 | 0.3664 | 1.5438 | 1.2425 |
253
+ | No log | 15.5385 | 404 | 1.6691 | 0.3088 | 1.6691 | 1.2919 |
254
+ | No log | 15.6154 | 406 | 1.7781 | 0.2286 | 1.7781 | 1.3334 |
255
+ | No log | 15.6923 | 408 | 1.8601 | 0.2553 | 1.8601 | 1.3639 |
256
+ | No log | 15.7692 | 410 | 1.8058 | 0.2553 | 1.8058 | 1.3438 |
257
+ | No log | 15.8462 | 412 | 1.7396 | 0.2714 | 1.7395 | 1.3189 |
258
+ | No log | 15.9231 | 414 | 1.6854 | 0.3066 | 1.6854 | 1.2982 |
259
+ | No log | 16.0 | 416 | 1.6903 | 0.3235 | 1.6903 | 1.3001 |
260
+ | No log | 16.0769 | 418 | 1.7343 | 0.3066 | 1.7343 | 1.3169 |
261
+ | No log | 16.1538 | 420 | 1.7627 | 0.3066 | 1.7627 | 1.3277 |
262
+ | No log | 16.2308 | 422 | 1.6962 | 0.3382 | 1.6962 | 1.3024 |
263
+ | No log | 16.3077 | 424 | 1.5890 | 0.4 | 1.5890 | 1.2606 |
264
+ | No log | 16.3846 | 426 | 1.5198 | 0.4186 | 1.5198 | 1.2328 |
265
+ | No log | 16.4615 | 428 | 1.4958 | 0.4186 | 1.4958 | 1.2230 |
266
+ | No log | 16.5385 | 430 | 1.5162 | 0.4154 | 1.5162 | 1.2313 |
267
+ | No log | 16.6154 | 432 | 1.5406 | 0.4211 | 1.5406 | 1.2412 |
268
+ | No log | 16.6923 | 434 | 1.5323 | 0.4211 | 1.5323 | 1.2379 |
269
+ | No log | 16.7692 | 436 | 1.4958 | 0.4394 | 1.4958 | 1.2230 |
270
+ | No log | 16.8462 | 438 | 1.4198 | 0.4154 | 1.4198 | 1.1916 |
271
+ | No log | 16.9231 | 440 | 1.3761 | 0.4154 | 1.3761 | 1.1731 |
272
+ | No log | 17.0 | 442 | 1.4076 | 0.4154 | 1.4076 | 1.1864 |
273
+ | No log | 17.0769 | 444 | 1.4353 | 0.3876 | 1.4353 | 1.1981 |
274
+ | No log | 17.1538 | 446 | 1.4714 | 0.375 | 1.4714 | 1.2130 |
275
+ | No log | 17.2308 | 448 | 1.4673 | 0.3492 | 1.4673 | 1.2113 |
276
+ | No log | 17.3077 | 450 | 1.5005 | 0.352 | 1.5005 | 1.2250 |
277
+ | No log | 17.3846 | 452 | 1.5246 | 0.4098 | 1.5246 | 1.2347 |
278
+ | No log | 17.4615 | 454 | 1.5720 | 0.4 | 1.5720 | 1.2538 |
279
+ | No log | 17.5385 | 456 | 1.6316 | 0.3876 | 1.6316 | 1.2774 |
280
+ | No log | 17.6154 | 458 | 1.6059 | 0.4122 | 1.6059 | 1.2672 |
281
+ | No log | 17.6923 | 460 | 1.5324 | 0.4275 | 1.5324 | 1.2379 |
282
+ | No log | 17.7692 | 462 | 1.4959 | 0.4275 | 1.4959 | 1.2231 |
283
+ | No log | 17.8462 | 464 | 1.4729 | 0.4275 | 1.4729 | 1.2136 |
284
+ | No log | 17.9231 | 466 | 1.5584 | 0.4394 | 1.5584 | 1.2484 |
285
+ | No log | 18.0 | 468 | 1.6872 | 0.3582 | 1.6872 | 1.2989 |
286
+ | No log | 18.0769 | 470 | 1.6779 | 0.3582 | 1.6779 | 1.2954 |
287
+ | No log | 18.1538 | 472 | 1.6077 | 0.4122 | 1.6077 | 1.2679 |
288
+ | No log | 18.2308 | 474 | 1.5076 | 0.4122 | 1.5076 | 1.2278 |
289
+ | No log | 18.3077 | 476 | 1.5260 | 0.4122 | 1.5260 | 1.2353 |
290
+ | No log | 18.3846 | 478 | 1.6072 | 0.3759 | 1.6072 | 1.2678 |
291
+ | No log | 18.4615 | 480 | 1.6947 | 0.3382 | 1.6947 | 1.3018 |
292
+ | No log | 18.5385 | 482 | 1.7472 | 0.3358 | 1.7472 | 1.3218 |
293
+ | No log | 18.6154 | 484 | 1.7303 | 0.3358 | 1.7303 | 1.3154 |
294
+ | No log | 18.6923 | 486 | 1.7003 | 0.3704 | 1.7003 | 1.3039 |
295
+ | No log | 18.7692 | 488 | 1.6986 | 0.3704 | 1.6986 | 1.3033 |
296
+ | No log | 18.8462 | 490 | 1.6898 | 0.3704 | 1.6898 | 1.2999 |
297
+ | No log | 18.9231 | 492 | 1.7086 | 0.4091 | 1.7086 | 1.3071 |
298
+ | No log | 19.0 | 494 | 1.7077 | 0.3969 | 1.7077 | 1.3068 |
299
+ | No log | 19.0769 | 496 | 1.6524 | 0.3969 | 1.6524 | 1.2855 |
300
+ | No log | 19.1538 | 498 | 1.6776 | 0.3910 | 1.6776 | 1.2952 |
301
+ | 0.4168 | 19.2308 | 500 | 1.7301 | 0.3212 | 1.7301 | 1.3154 |
302
+ | 0.4168 | 19.3077 | 502 | 1.7476 | 0.3212 | 1.7476 | 1.3220 |
303
+ | 0.4168 | 19.3846 | 504 | 1.7753 | 0.3188 | 1.7753 | 1.3324 |
304
+ | 0.4168 | 19.4615 | 506 | 1.7454 | 0.3358 | 1.7454 | 1.3211 |
305
+ | 0.4168 | 19.5385 | 508 | 1.6025 | 0.3939 | 1.6025 | 1.2659 |
306
+ | 0.4168 | 19.6154 | 510 | 1.5320 | 0.4122 | 1.5320 | 1.2377 |
307
+ | 0.4168 | 19.6923 | 512 | 1.5285 | 0.4122 | 1.5285 | 1.2363 |
308
+ | 0.4168 | 19.7692 | 514 | 1.5346 | 0.4091 | 1.5346 | 1.2388 |
309
+ | 0.4168 | 19.8462 | 516 | 1.4484 | 0.4122 | 1.4484 | 1.2035 |
310
+ | 0.4168 | 19.9231 | 518 | 1.4277 | 0.4122 | 1.4277 | 1.1949 |
311
+ | 0.4168 | 20.0 | 520 | 1.4447 | 0.4122 | 1.4447 | 1.2020 |
312
+ | 0.4168 | 20.0769 | 522 | 1.4327 | 0.4662 | 1.4327 | 1.1970 |
313
+ | 0.4168 | 20.1538 | 524 | 1.4076 | 0.4662 | 1.4076 | 1.1864 |
314
+ | 0.4168 | 20.2308 | 526 | 1.4135 | 0.4662 | 1.4135 | 1.1889 |
315
+ | 0.4168 | 20.3077 | 528 | 1.4424 | 0.4394 | 1.4424 | 1.2010 |
316
+ | 0.4168 | 20.3846 | 530 | 1.5516 | 0.4091 | 1.5516 | 1.2456 |
317
+ | 0.4168 | 20.4615 | 532 | 1.7237 | 0.3088 | 1.7237 | 1.3129 |
318
+ | 0.4168 | 20.5385 | 534 | 1.8376 | 0.2714 | 1.8376 | 1.3556 |
319
+ | 0.4168 | 20.6154 | 536 | 1.8741 | 0.2714 | 1.8741 | 1.3690 |
320
+ | 0.4168 | 20.6923 | 538 | 1.8297 | 0.2734 | 1.8297 | 1.3527 |
321
+ | 0.4168 | 20.7692 | 540 | 1.7207 | 0.3165 | 1.7207 | 1.3118 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
322
 
323
 
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  ### Framework versions