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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task7_organization

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  1. README.md +263 -264
  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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task7_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: 1.2861
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- - Qwk: 0.1839
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- - Mse: 1.2861
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- - Rmse: 1.1341
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  ## Model description
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@@ -49,264 +49,263 @@ 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 | 0.1333 | 2 | 2.4462 | -0.0788 | 2.4462 | 1.5640 |
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- | No log | 0.2667 | 4 | 1.2975 | 0.0111 | 1.2975 | 1.1391 |
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- | No log | 0.4 | 6 | 0.8927 | -0.0288 | 0.8927 | 0.9448 |
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- | No log | 0.5333 | 8 | 0.7638 | 0.0893 | 0.7638 | 0.8740 |
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- | No log | 0.6667 | 10 | 0.7586 | 0.0893 | 0.7586 | 0.8710 |
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- | No log | 0.8 | 12 | 0.7717 | 0.2007 | 0.7717 | 0.8785 |
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- | No log | 0.9333 | 14 | 0.9958 | 0.2032 | 0.9958 | 0.9979 |
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- | No log | 1.0667 | 16 | 1.1738 | 0.0786 | 1.1738 | 1.0834 |
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- | No log | 1.2 | 18 | 1.0870 | 0.1990 | 1.0870 | 1.0426 |
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- | No log | 1.3333 | 20 | 0.8755 | 0.2000 | 0.8755 | 0.9357 |
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- | No log | 1.4667 | 22 | 0.7296 | 0.1093 | 0.7296 | 0.8542 |
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- | No log | 1.6 | 24 | 0.7253 | 0.1550 | 0.7253 | 0.8517 |
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- | No log | 1.7333 | 26 | 0.7450 | 0.1686 | 0.7450 | 0.8631 |
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- | No log | 1.8667 | 28 | 0.7398 | 0.1953 | 0.7398 | 0.8601 |
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- | No log | 2.0 | 30 | 0.7540 | 0.2261 | 0.7540 | 0.8683 |
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- | No log | 2.1333 | 32 | 0.7956 | 0.2812 | 0.7956 | 0.8920 |
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- | No log | 2.2667 | 34 | 0.7599 | 0.2328 | 0.7599 | 0.8717 |
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- | No log | 2.4 | 36 | 0.8481 | 0.3069 | 0.8481 | 0.9209 |
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- | No log | 2.5333 | 38 | 0.8208 | 0.3319 | 0.8208 | 0.9060 |
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- | No log | 2.6667 | 40 | 0.7039 | 0.3572 | 0.7039 | 0.8390 |
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- | No log | 2.8 | 42 | 0.6910 | 0.3213 | 0.6910 | 0.8313 |
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- | No log | 2.9333 | 44 | 0.6990 | 0.3502 | 0.6990 | 0.8361 |
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- | No log | 3.0667 | 46 | 0.7421 | 0.2995 | 0.7421 | 0.8615 |
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- | No log | 3.2 | 48 | 0.9649 | 0.2857 | 0.9649 | 0.9823 |
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- | No log | 3.3333 | 50 | 0.9676 | 0.2910 | 0.9676 | 0.9837 |
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- | No log | 3.4667 | 52 | 0.8744 | 0.2336 | 0.8744 | 0.9351 |
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- | No log | 3.6 | 54 | 1.0129 | 0.2910 | 1.0129 | 1.0064 |
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- | No log | 3.7333 | 56 | 1.2370 | 0.1956 | 1.2370 | 1.1122 |
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- | No log | 3.8667 | 58 | 0.9504 | 0.2616 | 0.9504 | 0.9749 |
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- | No log | 4.0 | 60 | 0.8895 | 0.2857 | 0.8895 | 0.9431 |
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- | No log | 4.1333 | 62 | 0.9919 | 0.2981 | 0.9919 | 0.9960 |
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- | No log | 4.2667 | 64 | 1.0408 | 0.2807 | 1.0408 | 1.0202 |
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- | No log | 4.4 | 66 | 1.1512 | 0.2577 | 1.1512 | 1.0729 |
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- | No log | 4.5333 | 68 | 1.3346 | 0.0976 | 1.3346 | 1.1552 |
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- | No log | 4.6667 | 70 | 1.4883 | 0.0459 | 1.4883 | 1.2200 |
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- | No log | 4.8 | 72 | 1.4460 | 0.0005 | 1.4460 | 1.2025 |
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- | No log | 4.9333 | 74 | 1.0475 | 0.2807 | 1.0475 | 1.0235 |
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- | No log | 5.0667 | 76 | 0.9871 | 0.1843 | 0.9871 | 0.9935 |
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- | No log | 5.2 | 78 | 1.2109 | 0.2080 | 1.2109 | 1.1004 |
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- | No log | 5.3333 | 80 | 1.2908 | 0.1323 | 1.2908 | 1.1361 |
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- | No log | 5.4667 | 82 | 1.2435 | 0.1984 | 1.2435 | 1.1151 |
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- | No log | 5.6 | 84 | 1.1528 | 0.2421 | 1.1528 | 1.0737 |
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- | No log | 5.7333 | 86 | 1.0434 | 0.3022 | 1.0434 | 1.0215 |
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- | No log | 5.8667 | 88 | 1.1052 | 0.2437 | 1.1052 | 1.0513 |
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- | No log | 6.0 | 90 | 1.2972 | 0.1884 | 1.2972 | 1.1389 |
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- | No log | 6.1333 | 92 | 1.2277 | 0.2417 | 1.2277 | 1.1080 |
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- | No log | 6.2667 | 94 | 1.0003 | 0.2756 | 1.0003 | 1.0002 |
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- | No log | 6.4 | 96 | 0.8728 | 0.2397 | 0.8728 | 0.9342 |
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- | No log | 6.5333 | 98 | 0.8976 | 0.1441 | 0.8976 | 0.9474 |
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- | No log | 6.6667 | 100 | 1.1138 | 0.2777 | 1.1138 | 1.0554 |
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- | No log | 6.8 | 102 | 1.2373 | 0.2650 | 1.2373 | 1.1124 |
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- | No log | 6.9333 | 104 | 1.1314 | 0.2191 | 1.1314 | 1.0637 |
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- | No log | 7.0667 | 106 | 1.0597 | 0.2316 | 1.0597 | 1.0294 |
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- | No log | 7.2 | 108 | 1.0858 | 0.1243 | 1.0858 | 1.0420 |
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- | No log | 7.3333 | 110 | 1.2399 | 0.0894 | 1.2399 | 1.1135 |
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- | No log | 7.4667 | 112 | 1.3207 | -0.0311 | 1.3207 | 1.1492 |
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- | No log | 7.6 | 114 | 1.1989 | 0.1591 | 1.1989 | 1.0949 |
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- | No log | 7.7333 | 116 | 1.1571 | 0.1626 | 1.1571 | 1.0757 |
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- | No log | 7.8667 | 118 | 1.2229 | 0.2319 | 1.2229 | 1.1058 |
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- | No log | 8.0 | 120 | 1.1411 | 0.1821 | 1.1411 | 1.0682 |
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- | No log | 8.1333 | 122 | 1.0001 | 0.1897 | 1.0001 | 1.0000 |
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- | No log | 8.2667 | 124 | 1.0656 | 0.2343 | 1.0656 | 1.0323 |
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- | No log | 8.4 | 126 | 1.2338 | 0.1401 | 1.2338 | 1.1107 |
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- | No log | 8.5333 | 128 | 1.1927 | 0.1758 | 1.1927 | 1.0921 |
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- | No log | 8.6667 | 130 | 1.2330 | 0.1646 | 1.2330 | 1.1104 |
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- | No log | 8.8 | 132 | 1.2677 | 0.1427 | 1.2677 | 1.1259 |
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- | No log | 8.9333 | 134 | 1.4450 | 0.1278 | 1.4450 | 1.2021 |
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- | No log | 9.0667 | 136 | 1.3031 | 0.2520 | 1.3031 | 1.1415 |
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- | No log | 9.2 | 138 | 1.0761 | 0.1716 | 1.0761 | 1.0373 |
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- | No log | 9.3333 | 140 | 1.1432 | 0.3052 | 1.1432 | 1.0692 |
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- | No log | 9.4667 | 142 | 1.2968 | 0.2020 | 1.2968 | 1.1388 |
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- | No log | 9.6 | 144 | 1.3880 | 0.1253 | 1.3880 | 1.1781 |
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- | No log | 9.7333 | 146 | 1.2828 | 0.1067 | 1.2828 | 1.1326 |
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- | No log | 9.8667 | 148 | 1.0324 | 0.2707 | 1.0324 | 1.0161 |
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- | No log | 10.0 | 150 | 1.0304 | 0.2707 | 1.0304 | 1.0151 |
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- | No log | 10.1333 | 152 | 1.0778 | 0.2590 | 1.0778 | 1.0382 |
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- | No log | 10.2667 | 154 | 1.2286 | 0.2559 | 1.2286 | 1.1084 |
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- | No log | 10.4 | 156 | 1.3334 | 0.1709 | 1.3334 | 1.1547 |
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- | No log | 10.5333 | 158 | 1.0969 | 0.2166 | 1.0969 | 1.0473 |
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- | No log | 10.6667 | 160 | 0.9957 | 0.2416 | 0.9957 | 0.9979 |
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- | No log | 10.8 | 162 | 1.1420 | 0.2348 | 1.1420 | 1.0686 |
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- | No log | 10.9333 | 164 | 1.3736 | 0.1864 | 1.3736 | 1.1720 |
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- | No log | 11.0667 | 166 | 1.3952 | 0.1832 | 1.3952 | 1.1812 |
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- | No log | 11.2 | 168 | 1.1238 | 0.1610 | 1.1238 | 1.0601 |
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- | No log | 11.3333 | 170 | 1.0914 | 0.1898 | 1.0914 | 1.0447 |
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- | No log | 11.4667 | 172 | 1.1699 | 0.2138 | 1.1699 | 1.0816 |
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- | No log | 11.6 | 174 | 1.2311 | 0.1961 | 1.2311 | 1.1096 |
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- | No log | 11.7333 | 176 | 1.2371 | 0.2438 | 1.2371 | 1.1122 |
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- | No log | 11.8667 | 178 | 1.2135 | 0.2020 | 1.2135 | 1.1016 |
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- | No log | 12.0 | 180 | 1.0425 | 0.2651 | 1.0425 | 1.0210 |
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- | No log | 12.1333 | 182 | 1.0423 | 0.2164 | 1.0423 | 1.0209 |
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- | No log | 12.2667 | 184 | 1.2499 | 0.1896 | 1.2499 | 1.1180 |
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- | No log | 12.4 | 186 | 1.5786 | 0.1810 | 1.5786 | 1.2564 |
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- | No log | 12.5333 | 188 | 1.5248 | 0.1670 | 1.5248 | 1.2348 |
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- | No log | 12.6667 | 190 | 1.2215 | 0.2079 | 1.2215 | 1.1052 |
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- | No log | 12.8 | 192 | 0.9374 | 0.1178 | 0.9374 | 0.9682 |
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- | No log | 12.9333 | 194 | 0.8778 | 0.2275 | 0.8778 | 0.9369 |
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- | No log | 13.0667 | 196 | 0.9800 | 0.1454 | 0.9800 | 0.9900 |
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- | No log | 13.2 | 198 | 1.2621 | 0.1606 | 1.2621 | 1.1234 |
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- | No log | 13.3333 | 200 | 1.3038 | 0.1864 | 1.3038 | 1.1418 |
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- | No log | 13.4667 | 202 | 1.0973 | 0.1451 | 1.0973 | 1.0475 |
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- | No log | 13.6 | 204 | 0.8223 | 0.3127 | 0.8223 | 0.9068 |
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- | No log | 13.7333 | 206 | 0.7906 | 0.2981 | 0.7906 | 0.8892 |
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- | No log | 13.8667 | 208 | 0.9127 | 0.2294 | 0.9127 | 0.9553 |
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- | No log | 14.0 | 210 | 0.9966 | 0.1923 | 0.9966 | 0.9983 |
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- | No log | 14.1333 | 212 | 1.0006 | 0.1860 | 1.0006 | 1.0003 |
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- | No log | 14.2667 | 214 | 0.9638 | 0.1642 | 0.9638 | 0.9817 |
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- | No log | 14.4 | 216 | 1.0156 | 0.1457 | 1.0156 | 1.0078 |
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- | No log | 14.5333 | 218 | 1.2367 | 0.2177 | 1.2367 | 1.1121 |
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- | No log | 14.6667 | 220 | 1.1997 | 0.2052 | 1.1997 | 1.0953 |
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- | No log | 14.8 | 222 | 0.9625 | 0.2416 | 0.9625 | 0.9811 |
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- | No log | 14.9333 | 224 | 0.9297 | 0.2076 | 0.9297 | 0.9642 |
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- | No log | 15.0667 | 226 | 1.1231 | 0.2134 | 1.1231 | 1.0598 |
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- | No log | 15.2 | 228 | 1.5860 | 0.1075 | 1.5860 | 1.2594 |
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- | No log | 15.3333 | 230 | 1.7388 | 0.0822 | 1.7388 | 1.3186 |
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- | No log | 15.4667 | 232 | 1.6006 | 0.0822 | 1.6006 | 1.2652 |
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- | No log | 15.6 | 234 | 1.2654 | 0.2084 | 1.2654 | 1.1249 |
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- | No log | 15.7333 | 236 | 1.1071 | 0.1485 | 1.1071 | 1.0522 |
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- | No log | 15.8667 | 238 | 1.1482 | 0.1485 | 1.1482 | 1.0715 |
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- | No log | 16.0 | 240 | 1.2781 | 0.1557 | 1.2781 | 1.1305 |
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- | No log | 16.1333 | 242 | 1.3801 | 0.1531 | 1.3801 | 1.1748 |
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- | No log | 16.2667 | 244 | 1.2833 | 0.1355 | 1.2833 | 1.1328 |
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- | No log | 16.4 | 246 | 1.1679 | 0.1610 | 1.1679 | 1.0807 |
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- | No log | 16.5333 | 248 | 1.2790 | 0.1443 | 1.2790 | 1.1309 |
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- | No log | 16.6667 | 250 | 1.2547 | 0.1955 | 1.2547 | 1.1201 |
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- | No log | 16.8 | 252 | 1.1770 | 0.2028 | 1.1770 | 1.0849 |
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- | No log | 16.9333 | 254 | 1.1523 | 0.2317 | 1.1523 | 1.0735 |
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- | No log | 17.0667 | 256 | 1.1443 | 0.2277 | 1.1443 | 1.0697 |
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- | No log | 17.2 | 258 | 1.3049 | 0.2052 | 1.3049 | 1.1423 |
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- | No log | 17.3333 | 260 | 1.4976 | 0.1171 | 1.4976 | 1.2238 |
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- | No log | 17.4667 | 262 | 1.5375 | 0.0659 | 1.5375 | 1.2399 |
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- | No log | 17.6 | 264 | 1.5834 | 0.0225 | 1.5834 | 1.2583 |
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- | No log | 17.7333 | 266 | 1.4655 | 0.0720 | 1.4655 | 1.2106 |
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- | No log | 17.8667 | 268 | 1.3192 | 0.1638 | 1.3192 | 1.1486 |
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- | No log | 18.0 | 270 | 1.3366 | 0.2153 | 1.3366 | 1.1561 |
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- | No log | 18.1333 | 272 | 1.4940 | 0.1361 | 1.4940 | 1.2223 |
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- | No log | 18.2667 | 274 | 1.7342 | 0.0770 | 1.7342 | 1.3169 |
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- | No log | 18.4 | 276 | 1.7105 | 0.0566 | 1.7105 | 1.3079 |
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- | No log | 18.5333 | 278 | 1.4381 | 0.0745 | 1.4381 | 1.1992 |
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- | No log | 18.6667 | 280 | 1.3277 | 0.1464 | 1.3277 | 1.1523 |
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- | No log | 18.8 | 282 | 1.3111 | 0.1235 | 1.3111 | 1.1450 |
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- | No log | 18.9333 | 284 | 1.4597 | 0.0923 | 1.4597 | 1.2082 |
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- | No log | 19.0667 | 286 | 1.5290 | 0.0659 | 1.5290 | 1.2365 |
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- | No log | 19.2 | 288 | 1.4592 | 0.1251 | 1.4592 | 1.2080 |
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- | No log | 19.3333 | 290 | 1.3158 | 0.1453 | 1.3158 | 1.1471 |
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- | No log | 19.4667 | 292 | 1.2478 | 0.1884 | 1.2478 | 1.1171 |
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- | No log | 19.6 | 294 | 1.2595 | 0.1810 | 1.2595 | 1.1223 |
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- | No log | 19.7333 | 296 | 1.2460 | 0.1739 | 1.2460 | 1.1162 |
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- | No log | 19.8667 | 298 | 1.2156 | 0.1557 | 1.2156 | 1.1025 |
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- | No log | 20.0 | 300 | 1.2109 | 0.1557 | 1.2109 | 1.1004 |
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- | No log | 20.1333 | 302 | 1.1802 | 0.1626 | 1.1802 | 1.0864 |
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- | No log | 20.2667 | 304 | 1.1220 | 0.1308 | 1.1220 | 1.0593 |
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- | No log | 20.4 | 306 | 1.1717 | 0.0899 | 1.1717 | 1.0825 |
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- | No log | 20.5333 | 308 | 1.3106 | 0.1592 | 1.3106 | 1.1448 |
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- | No log | 20.6667 | 310 | 1.3685 | 0.1592 | 1.3685 | 1.1698 |
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- | No log | 20.8 | 312 | 1.5143 | 0.1605 | 1.5143 | 1.2306 |
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- | No log | 20.9333 | 314 | 1.5180 | 0.1445 | 1.5180 | 1.2321 |
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- | No log | 21.0667 | 316 | 1.5052 | 0.1445 | 1.5052 | 1.2269 |
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- | No log | 21.2 | 318 | 1.2634 | 0.1896 | 1.2634 | 1.1240 |
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- | No log | 21.3333 | 320 | 1.1414 | 0.1948 | 1.1414 | 1.0684 |
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- | No log | 21.4667 | 322 | 1.1776 | 0.1726 | 1.1776 | 1.0852 |
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- | No log | 21.6 | 324 | 1.2663 | 0.1956 | 1.2663 | 1.1253 |
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- | No log | 21.7333 | 326 | 1.4217 | 0.1224 | 1.4217 | 1.1924 |
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- | No log | 21.8667 | 328 | 1.5797 | 0.0608 | 1.5797 | 1.2569 |
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- | No log | 22.0 | 330 | 1.5155 | 0.0422 | 1.5155 | 1.2311 |
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- | No log | 22.1333 | 332 | 1.3312 | 0.1397 | 1.3312 | 1.1538 |
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- | No log | 22.2667 | 334 | 1.1423 | 0.2316 | 1.1423 | 1.0688 |
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- | No log | 22.4 | 336 | 1.0912 | 0.2995 | 1.0912 | 1.0446 |
220
- | No log | 22.5333 | 338 | 1.1940 | 0.2372 | 1.1940 | 1.0927 |
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- | No log | 22.6667 | 340 | 1.3549 | 0.1805 | 1.3549 | 1.1640 |
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- | No log | 22.8 | 342 | 1.4099 | 0.1755 | 1.4099 | 1.1874 |
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- | No log | 22.9333 | 344 | 1.3462 | 0.1805 | 1.3462 | 1.1603 |
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- | No log | 23.0667 | 346 | 1.3079 | 0.2153 | 1.3079 | 1.1436 |
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- | No log | 23.2 | 348 | 1.1898 | 0.2482 | 1.1898 | 1.0908 |
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- | No log | 23.3333 | 350 | 1.1260 | 0.2601 | 1.1260 | 1.0611 |
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- | No log | 23.4667 | 352 | 1.1486 | 0.2601 | 1.1486 | 1.0717 |
228
- | No log | 23.6 | 354 | 1.1209 | 0.2119 | 1.1209 | 1.0587 |
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- | No log | 23.7333 | 356 | 1.1744 | 0.2297 | 1.1744 | 1.0837 |
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- | No log | 23.8667 | 358 | 1.3342 | 0.1943 | 1.3342 | 1.1551 |
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- | No log | 24.0 | 360 | 1.5365 | 0.1464 | 1.5365 | 1.2395 |
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- | No log | 24.1333 | 362 | 1.7433 | 0.1123 | 1.7433 | 1.3203 |
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- | No log | 24.2667 | 364 | 1.7027 | 0.1123 | 1.7027 | 1.3049 |
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- | No log | 24.4 | 366 | 1.4491 | 0.1726 | 1.4491 | 1.2038 |
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- | No log | 24.5333 | 368 | 1.2253 | 0.1348 | 1.2253 | 1.1069 |
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- | No log | 24.6667 | 370 | 1.1140 | 0.1235 | 1.1140 | 1.0555 |
237
- | No log | 24.8 | 372 | 1.1802 | 0.1412 | 1.1802 | 1.0864 |
238
- | No log | 24.9333 | 374 | 1.2762 | 0.1543 | 1.2762 | 1.1297 |
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- | No log | 25.0667 | 376 | 1.4554 | 0.1885 | 1.4554 | 1.2064 |
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- | No log | 25.2 | 378 | 1.5500 | 0.1338 | 1.5500 | 1.2450 |
241
- | No log | 25.3333 | 380 | 1.4665 | 0.1611 | 1.4665 | 1.2110 |
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- | No log | 25.4667 | 382 | 1.3560 | 0.1968 | 1.3560 | 1.1645 |
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- | No log | 25.6 | 384 | 1.3066 | 0.2045 | 1.3066 | 1.1431 |
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- | No log | 25.7333 | 386 | 1.2611 | 0.2348 | 1.2611 | 1.1230 |
245
- | No log | 25.8667 | 388 | 1.2709 | 0.1832 | 1.2709 | 1.1273 |
246
- | No log | 26.0 | 390 | 1.3596 | 0.1895 | 1.3596 | 1.1660 |
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- | No log | 26.1333 | 392 | 1.4271 | 0.1484 | 1.4271 | 1.1946 |
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- | No log | 26.2667 | 394 | 1.4296 | 0.1519 | 1.4296 | 1.1957 |
249
- | No log | 26.4 | 396 | 1.3280 | 0.1895 | 1.3280 | 1.1524 |
250
- | No log | 26.5333 | 398 | 1.3051 | 0.1713 | 1.3051 | 1.1424 |
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- | No log | 26.6667 | 400 | 1.3768 | 0.1519 | 1.3768 | 1.1734 |
252
- | No log | 26.8 | 402 | 1.4625 | 0.1198 | 1.4625 | 1.2093 |
253
- | No log | 26.9333 | 404 | 1.4716 | 0.1198 | 1.4716 | 1.2131 |
254
- | No log | 27.0667 | 406 | 1.3730 | 0.1654 | 1.3730 | 1.1717 |
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- | No log | 27.2 | 408 | 1.1993 | 0.1564 | 1.1993 | 1.0951 |
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- | No log | 27.3333 | 410 | 1.1395 | 0.2552 | 1.1395 | 1.0675 |
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- | No log | 27.4667 | 412 | 1.1500 | 0.2552 | 1.1500 | 1.0724 |
258
- | No log | 27.6 | 414 | 1.1769 | 0.2552 | 1.1769 | 1.0848 |
259
- | No log | 27.7333 | 416 | 1.3280 | 0.1638 | 1.3280 | 1.1524 |
260
- | No log | 27.8667 | 418 | 1.5612 | 0.1053 | 1.5612 | 1.2495 |
261
- | No log | 28.0 | 420 | 1.6543 | 0.0805 | 1.6543 | 1.2862 |
262
- | No log | 28.1333 | 422 | 1.5871 | 0.0684 | 1.5871 | 1.2598 |
263
- | No log | 28.2667 | 424 | 1.4035 | 0.1613 | 1.4035 | 1.1847 |
264
- | No log | 28.4 | 426 | 1.2055 | 0.2348 | 1.2055 | 1.0980 |
265
- | No log | 28.5333 | 428 | 1.0461 | 0.2939 | 1.0461 | 1.0228 |
266
- | No log | 28.6667 | 430 | 0.9800 | 0.3231 | 0.9800 | 0.9900 |
267
- | No log | 28.8 | 432 | 0.9791 | 0.2982 | 0.9791 | 0.9895 |
268
- | No log | 28.9333 | 434 | 1.0314 | 0.3409 | 1.0314 | 1.0156 |
269
- | No log | 29.0667 | 436 | 1.1918 | 0.2850 | 1.1918 | 1.0917 |
270
- | No log | 29.2 | 438 | 1.2668 | 0.2191 | 1.2668 | 1.1255 |
271
- | No log | 29.3333 | 440 | 1.2309 | 0.2191 | 1.2309 | 1.1095 |
272
- | No log | 29.4667 | 442 | 1.1458 | 0.2209 | 1.1458 | 1.0704 |
273
- | No log | 29.6 | 444 | 1.1240 | 0.1457 | 1.1240 | 1.0602 |
274
- | No log | 29.7333 | 446 | 1.2008 | 0.1517 | 1.2008 | 1.0958 |
275
- | No log | 29.8667 | 448 | 1.3556 | 0.1839 | 1.3556 | 1.1643 |
276
- | No log | 30.0 | 450 | 1.4139 | 0.1508 | 1.4139 | 1.1891 |
277
- | No log | 30.1333 | 452 | 1.3685 | 0.1713 | 1.3685 | 1.1698 |
278
- | No log | 30.2667 | 454 | 1.2485 | 0.2084 | 1.2485 | 1.1174 |
279
- | No log | 30.4 | 456 | 1.0941 | 0.3029 | 1.0941 | 1.0460 |
280
- | No log | 30.5333 | 458 | 1.0287 | 0.2995 | 1.0287 | 1.0143 |
281
- | No log | 30.6667 | 460 | 1.0604 | 0.3029 | 1.0604 | 1.0297 |
282
- | No log | 30.8 | 462 | 1.1497 | 0.2707 | 1.1497 | 1.0722 |
283
- | No log | 30.9333 | 464 | 1.2198 | 0.2392 | 1.2198 | 1.1044 |
284
- | No log | 31.0667 | 466 | 1.2373 | 0.2392 | 1.2373 | 1.1123 |
285
- | No log | 31.2 | 468 | 1.2129 | 0.2392 | 1.2129 | 1.1013 |
286
- | No log | 31.3333 | 470 | 1.1409 | 0.3029 | 1.1409 | 1.0681 |
287
- | No log | 31.4667 | 472 | 1.1811 | 0.2707 | 1.1811 | 1.0868 |
288
- | No log | 31.6 | 474 | 1.3055 | 0.1839 | 1.3055 | 1.1426 |
289
- | No log | 31.7333 | 476 | 1.3552 | 0.1895 | 1.3552 | 1.1641 |
290
- | No log | 31.8667 | 478 | 1.2886 | 0.2006 | 1.2886 | 1.1352 |
291
- | No log | 32.0 | 480 | 1.1981 | 0.2412 | 1.1981 | 1.0946 |
292
- | No log | 32.1333 | 482 | 1.2110 | 0.2100 | 1.2110 | 1.1005 |
293
- | No log | 32.2667 | 484 | 1.2316 | 0.2100 | 1.2316 | 1.1098 |
294
- | No log | 32.4 | 486 | 1.2181 | 0.2100 | 1.2181 | 1.1037 |
295
- | No log | 32.5333 | 488 | 1.2918 | 0.1931 | 1.2918 | 1.1366 |
296
- | No log | 32.6667 | 490 | 1.3662 | 0.1042 | 1.3662 | 1.1689 |
297
- | No log | 32.8 | 492 | 1.4355 | 0.0946 | 1.4355 | 1.1981 |
298
- | No log | 32.9333 | 494 | 1.4798 | 0.0946 | 1.4798 | 1.2165 |
299
- | No log | 33.0667 | 496 | 1.3906 | 0.1042 | 1.3906 | 1.1792 |
300
- | No log | 33.2 | 498 | 1.2225 | 0.2367 | 1.2225 | 1.1057 |
301
- | 0.2495 | 33.3333 | 500 | 1.0199 | 0.3228 | 1.0199 | 1.0099 |
302
- | 0.2495 | 33.4667 | 502 | 0.9196 | 0.2046 | 0.9196 | 0.9590 |
303
- | 0.2495 | 33.6 | 504 | 0.9119 | 0.2046 | 0.9119 | 0.9550 |
304
- | 0.2495 | 33.7333 | 506 | 0.9799 | 0.3287 | 0.9799 | 0.9899 |
305
- | 0.2495 | 33.8667 | 508 | 1.1496 | 0.3059 | 1.1496 | 1.0722 |
306
- | 0.2495 | 34.0 | 510 | 1.3646 | 0.1334 | 1.3646 | 1.1682 |
307
- | 0.2495 | 34.1333 | 512 | 1.4274 | 0.1222 | 1.4274 | 1.1947 |
308
- | 0.2495 | 34.2667 | 514 | 1.3644 | 0.1772 | 1.3644 | 1.1681 |
309
- | 0.2495 | 34.4 | 516 | 1.2861 | 0.1839 | 1.2861 | 1.1341 |
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task7_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: 0.3935
19
+ - Qwk: 0.6001
20
+ - Mse: 0.3935
21
+ - Rmse: 0.6273
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1538 | 2 | 2.4974 | -0.0449 | 2.4974 | 1.5803 |
53
+ | No log | 0.3077 | 4 | 1.1655 | 0.0986 | 1.1655 | 1.0796 |
54
+ | No log | 0.4615 | 6 | 0.7192 | 0.2181 | 0.7192 | 0.8480 |
55
+ | No log | 0.6154 | 8 | 0.6464 | 0.3498 | 0.6464 | 0.8040 |
56
+ | No log | 0.7692 | 10 | 0.6292 | 0.3806 | 0.6292 | 0.7932 |
57
+ | No log | 0.9231 | 12 | 0.8940 | 0.3483 | 0.8940 | 0.9455 |
58
+ | No log | 1.0769 | 14 | 0.8123 | 0.3938 | 0.8123 | 0.9013 |
59
+ | No log | 1.2308 | 16 | 0.5634 | 0.5449 | 0.5634 | 0.7506 |
60
+ | No log | 1.3846 | 18 | 0.5322 | 0.6137 | 0.5322 | 0.7295 |
61
+ | No log | 1.5385 | 20 | 0.5593 | 0.4700 | 0.5593 | 0.7479 |
62
+ | No log | 1.6923 | 22 | 0.6796 | 0.3746 | 0.6796 | 0.8244 |
63
+ | No log | 1.8462 | 24 | 0.6840 | 0.3746 | 0.6840 | 0.8271 |
64
+ | No log | 2.0 | 26 | 0.7882 | 0.3938 | 0.7882 | 0.8878 |
65
+ | No log | 2.1538 | 28 | 0.9131 | 0.2516 | 0.9131 | 0.9556 |
66
+ | No log | 2.3077 | 30 | 0.8616 | 0.3024 | 0.8616 | 0.9282 |
67
+ | No log | 2.4615 | 32 | 0.6255 | 0.5082 | 0.6255 | 0.7909 |
68
+ | No log | 2.6154 | 34 | 0.4595 | 0.6351 | 0.4595 | 0.6779 |
69
+ | No log | 2.7692 | 36 | 0.4694 | 0.5985 | 0.4694 | 0.6852 |
70
+ | No log | 2.9231 | 38 | 0.6058 | 0.5212 | 0.6058 | 0.7783 |
71
+ | No log | 3.0769 | 40 | 0.6800 | 0.4113 | 0.6800 | 0.8246 |
72
+ | No log | 3.2308 | 42 | 0.5307 | 0.5466 | 0.5307 | 0.7285 |
73
+ | No log | 3.3846 | 44 | 0.4582 | 0.5666 | 0.4582 | 0.6769 |
74
+ | No log | 3.5385 | 46 | 0.4737 | 0.5666 | 0.4737 | 0.6882 |
75
+ | No log | 3.6923 | 48 | 0.6547 | 0.5021 | 0.6547 | 0.8091 |
76
+ | No log | 3.8462 | 50 | 0.7421 | 0.4183 | 0.7421 | 0.8614 |
77
+ | No log | 4.0 | 52 | 0.6311 | 0.5086 | 0.6311 | 0.7944 |
78
+ | No log | 4.1538 | 54 | 0.5040 | 0.4997 | 0.5040 | 0.7099 |
79
+ | No log | 4.3077 | 56 | 0.4376 | 0.5768 | 0.4376 | 0.6615 |
80
+ | No log | 4.4615 | 58 | 0.4349 | 0.6604 | 0.4349 | 0.6594 |
81
+ | No log | 4.6154 | 60 | 0.4291 | 0.6983 | 0.4291 | 0.6550 |
82
+ | No log | 4.7692 | 62 | 0.4617 | 0.6181 | 0.4617 | 0.6794 |
83
+ | No log | 4.9231 | 64 | 0.5905 | 0.5805 | 0.5905 | 0.7684 |
84
+ | No log | 5.0769 | 66 | 0.7257 | 0.5683 | 0.7257 | 0.8519 |
85
+ | No log | 5.2308 | 68 | 0.4750 | 0.6271 | 0.4750 | 0.6892 |
86
+ | No log | 5.3846 | 70 | 0.4125 | 0.6672 | 0.4125 | 0.6423 |
87
+ | No log | 5.5385 | 72 | 0.4207 | 0.5999 | 0.4207 | 0.6486 |
88
+ | No log | 5.6923 | 74 | 0.4413 | 0.5999 | 0.4413 | 0.6643 |
89
+ | No log | 5.8462 | 76 | 0.5268 | 0.5331 | 0.5268 | 0.7258 |
90
+ | No log | 6.0 | 78 | 0.4540 | 0.6584 | 0.4540 | 0.6738 |
91
+ | No log | 6.1538 | 80 | 0.5128 | 0.5429 | 0.5128 | 0.7161 |
92
+ | No log | 6.3077 | 82 | 0.5593 | 0.5450 | 0.5593 | 0.7479 |
93
+ | No log | 6.4615 | 84 | 0.5565 | 0.5970 | 0.5565 | 0.7460 |
94
+ | No log | 6.6154 | 86 | 0.5325 | 0.5778 | 0.5325 | 0.7297 |
95
+ | No log | 6.7692 | 88 | 0.4480 | 0.6336 | 0.4480 | 0.6693 |
96
+ | No log | 6.9231 | 90 | 0.4514 | 0.6265 | 0.4514 | 0.6718 |
97
+ | No log | 7.0769 | 92 | 0.4901 | 0.6462 | 0.4901 | 0.7001 |
98
+ | No log | 7.2308 | 94 | 0.6851 | 0.5209 | 0.6851 | 0.8277 |
99
+ | No log | 7.3846 | 96 | 0.7003 | 0.5395 | 0.7003 | 0.8368 |
100
+ | No log | 7.5385 | 98 | 0.5019 | 0.5945 | 0.5019 | 0.7084 |
101
+ | No log | 7.6923 | 100 | 0.4984 | 0.6529 | 0.4984 | 0.7059 |
102
+ | No log | 7.8462 | 102 | 0.6281 | 0.6783 | 0.6281 | 0.7925 |
103
+ | No log | 8.0 | 104 | 0.4850 | 0.6529 | 0.4850 | 0.6964 |
104
+ | No log | 8.1538 | 106 | 0.4163 | 0.6370 | 0.4163 | 0.6452 |
105
+ | No log | 8.3077 | 108 | 0.7124 | 0.4992 | 0.7124 | 0.8440 |
106
+ | No log | 8.4615 | 110 | 0.9558 | 0.3771 | 0.9558 | 0.9776 |
107
+ | No log | 8.6154 | 112 | 0.8114 | 0.4354 | 0.8114 | 0.9008 |
108
+ | No log | 8.7692 | 114 | 0.4550 | 0.6061 | 0.4550 | 0.6745 |
109
+ | No log | 8.9231 | 116 | 0.4241 | 0.6540 | 0.4241 | 0.6513 |
110
+ | No log | 9.0769 | 118 | 0.5036 | 0.5858 | 0.5036 | 0.7096 |
111
+ | No log | 9.2308 | 120 | 0.4230 | 0.6115 | 0.4230 | 0.6504 |
112
+ | No log | 9.3846 | 122 | 0.4390 | 0.5666 | 0.4390 | 0.6625 |
113
+ | No log | 9.5385 | 124 | 0.4916 | 0.5748 | 0.4916 | 0.7012 |
114
+ | No log | 9.6923 | 126 | 0.4460 | 0.5892 | 0.4460 | 0.6678 |
115
+ | No log | 9.8462 | 128 | 0.4199 | 0.6807 | 0.4199 | 0.6480 |
116
+ | No log | 10.0 | 130 | 0.4574 | 0.6415 | 0.4574 | 0.6763 |
117
+ | No log | 10.1538 | 132 | 0.4177 | 0.6818 | 0.4177 | 0.6463 |
118
+ | No log | 10.3077 | 134 | 0.4678 | 0.6027 | 0.4678 | 0.6839 |
119
+ | No log | 10.4615 | 136 | 0.4541 | 0.6317 | 0.4541 | 0.6739 |
120
+ | No log | 10.6154 | 138 | 0.4168 | 0.6455 | 0.4168 | 0.6456 |
121
+ | No log | 10.7692 | 140 | 0.4418 | 0.6443 | 0.4418 | 0.6647 |
122
+ | No log | 10.9231 | 142 | 0.4465 | 0.6443 | 0.4465 | 0.6682 |
123
+ | No log | 11.0769 | 144 | 0.4943 | 0.5015 | 0.4943 | 0.7031 |
124
+ | No log | 11.2308 | 146 | 0.4390 | 0.6736 | 0.4390 | 0.6626 |
125
+ | No log | 11.3846 | 148 | 0.4443 | 0.6818 | 0.4443 | 0.6665 |
126
+ | No log | 11.5385 | 150 | 0.5410 | 0.6295 | 0.5410 | 0.7355 |
127
+ | No log | 11.6923 | 152 | 0.5715 | 0.6310 | 0.5715 | 0.7560 |
128
+ | No log | 11.8462 | 154 | 0.4942 | 0.6724 | 0.4942 | 0.7030 |
129
+ | No log | 12.0 | 156 | 0.5152 | 0.6706 | 0.5152 | 0.7178 |
130
+ | No log | 12.1538 | 158 | 0.4897 | 0.6096 | 0.4897 | 0.6998 |
131
+ | No log | 12.3077 | 160 | 0.4506 | 0.6574 | 0.4506 | 0.6713 |
132
+ | No log | 12.4615 | 162 | 0.4453 | 0.6252 | 0.4453 | 0.6673 |
133
+ | No log | 12.6154 | 164 | 0.4877 | 0.5653 | 0.4877 | 0.6984 |
134
+ | No log | 12.7692 | 166 | 0.4528 | 0.5831 | 0.4528 | 0.6729 |
135
+ | No log | 12.9231 | 168 | 0.4313 | 0.6443 | 0.4313 | 0.6567 |
136
+ | No log | 13.0769 | 170 | 0.4897 | 0.5811 | 0.4897 | 0.6998 |
137
+ | No log | 13.2308 | 172 | 0.4750 | 0.5811 | 0.4750 | 0.6892 |
138
+ | No log | 13.3846 | 174 | 0.4281 | 0.6359 | 0.4281 | 0.6543 |
139
+ | No log | 13.5385 | 176 | 0.4485 | 0.6228 | 0.4485 | 0.6697 |
140
+ | No log | 13.6923 | 178 | 0.4313 | 0.6145 | 0.4313 | 0.6567 |
141
+ | No log | 13.8462 | 180 | 0.4194 | 0.6289 | 0.4194 | 0.6476 |
142
+ | No log | 14.0 | 182 | 0.4255 | 0.6577 | 0.4255 | 0.6523 |
143
+ | No log | 14.1538 | 184 | 0.4067 | 0.6747 | 0.4067 | 0.6378 |
144
+ | No log | 14.3077 | 186 | 0.4225 | 0.6620 | 0.4225 | 0.6500 |
145
+ | No log | 14.4615 | 188 | 0.4902 | 0.5379 | 0.4902 | 0.7001 |
146
+ | No log | 14.6154 | 190 | 0.4568 | 0.6201 | 0.4568 | 0.6759 |
147
+ | No log | 14.7692 | 192 | 0.4190 | 0.6636 | 0.4190 | 0.6473 |
148
+ | No log | 14.9231 | 194 | 0.4368 | 0.7042 | 0.4368 | 0.6609 |
149
+ | No log | 15.0769 | 196 | 0.4378 | 0.6950 | 0.4378 | 0.6617 |
150
+ | No log | 15.2308 | 198 | 0.4482 | 0.6806 | 0.4482 | 0.6695 |
151
+ | No log | 15.3846 | 200 | 0.4980 | 0.6599 | 0.4980 | 0.7057 |
152
+ | No log | 15.5385 | 202 | 0.5470 | 0.5970 | 0.5470 | 0.7396 |
153
+ | No log | 15.6923 | 204 | 0.5149 | 0.5950 | 0.5149 | 0.7176 |
154
+ | No log | 15.8462 | 206 | 0.4309 | 0.7033 | 0.4309 | 0.6564 |
155
+ | No log | 16.0 | 208 | 0.4177 | 0.6843 | 0.4177 | 0.6463 |
156
+ | No log | 16.1538 | 210 | 0.4139 | 0.6843 | 0.4139 | 0.6434 |
157
+ | No log | 16.3077 | 212 | 0.4118 | 0.6648 | 0.4118 | 0.6417 |
158
+ | No log | 16.4615 | 214 | 0.4212 | 0.6491 | 0.4212 | 0.6490 |
159
+ | No log | 16.6154 | 216 | 0.4179 | 0.6645 | 0.4179 | 0.6465 |
160
+ | No log | 16.7692 | 218 | 0.4149 | 0.6383 | 0.4149 | 0.6441 |
161
+ | No log | 16.9231 | 220 | 0.4106 | 0.6627 | 0.4106 | 0.6408 |
162
+ | No log | 17.0769 | 222 | 0.4088 | 0.6727 | 0.4088 | 0.6394 |
163
+ | No log | 17.2308 | 224 | 0.4495 | 0.6047 | 0.4495 | 0.6704 |
164
+ | No log | 17.3846 | 226 | 0.6095 | 0.5108 | 0.6095 | 0.7807 |
165
+ | No log | 17.5385 | 228 | 0.6072 | 0.5108 | 0.6072 | 0.7793 |
166
+ | No log | 17.6923 | 230 | 0.4834 | 0.5779 | 0.4834 | 0.6953 |
167
+ | No log | 17.8462 | 232 | 0.4194 | 0.6797 | 0.4194 | 0.6476 |
168
+ | No log | 18.0 | 234 | 0.5101 | 0.5883 | 0.5101 | 0.7142 |
169
+ | No log | 18.1538 | 236 | 0.5971 | 0.5281 | 0.5971 | 0.7727 |
170
+ | No log | 18.3077 | 238 | 0.5414 | 0.5632 | 0.5414 | 0.7358 |
171
+ | No log | 18.4615 | 240 | 0.4201 | 0.6797 | 0.4201 | 0.6482 |
172
+ | No log | 18.6154 | 242 | 0.4325 | 0.6210 | 0.4325 | 0.6576 |
173
+ | No log | 18.7692 | 244 | 0.4705 | 0.5455 | 0.4705 | 0.6859 |
174
+ | No log | 18.9231 | 246 | 0.4375 | 0.5495 | 0.4375 | 0.6614 |
175
+ | No log | 19.0769 | 248 | 0.4100 | 0.5798 | 0.4100 | 0.6403 |
176
+ | No log | 19.2308 | 250 | 0.4183 | 0.6395 | 0.4183 | 0.6468 |
177
+ | No log | 19.3846 | 252 | 0.4060 | 0.6422 | 0.4060 | 0.6371 |
178
+ | No log | 19.5385 | 254 | 0.3915 | 0.6843 | 0.3915 | 0.6257 |
179
+ | No log | 19.6923 | 256 | 0.3827 | 0.6655 | 0.3827 | 0.6186 |
180
+ | No log | 19.8462 | 258 | 0.3941 | 0.7133 | 0.3941 | 0.6278 |
181
+ | No log | 20.0 | 260 | 0.4193 | 0.6248 | 0.4193 | 0.6476 |
182
+ | No log | 20.1538 | 262 | 0.3981 | 0.7142 | 0.3981 | 0.6310 |
183
+ | No log | 20.3077 | 264 | 0.3865 | 0.7041 | 0.3865 | 0.6217 |
184
+ | No log | 20.4615 | 266 | 0.3735 | 0.6650 | 0.3735 | 0.6112 |
185
+ | No log | 20.6154 | 268 | 0.3954 | 0.7118 | 0.3954 | 0.6288 |
186
+ | No log | 20.7692 | 270 | 0.4008 | 0.6959 | 0.4008 | 0.6331 |
187
+ | No log | 20.9231 | 272 | 0.4082 | 0.7330 | 0.4082 | 0.6389 |
188
+ | No log | 21.0769 | 274 | 0.4123 | 0.6973 | 0.4123 | 0.6421 |
189
+ | No log | 21.2308 | 276 | 0.3997 | 0.6627 | 0.3997 | 0.6322 |
190
+ | No log | 21.3846 | 278 | 0.3990 | 0.6819 | 0.3990 | 0.6317 |
191
+ | No log | 21.5385 | 280 | 0.3937 | 0.6843 | 0.3937 | 0.6275 |
192
+ | No log | 21.6923 | 282 | 0.4030 | 0.5877 | 0.4030 | 0.6348 |
193
+ | No log | 21.8462 | 284 | 0.4459 | 0.5947 | 0.4459 | 0.6678 |
194
+ | No log | 22.0 | 286 | 0.4475 | 0.6342 | 0.4475 | 0.6689 |
195
+ | No log | 22.1538 | 288 | 0.3981 | 0.7151 | 0.3981 | 0.6310 |
196
+ | No log | 22.3077 | 290 | 0.3759 | 0.7022 | 0.3759 | 0.6131 |
197
+ | No log | 22.4615 | 292 | 0.3682 | 0.6933 | 0.3682 | 0.6068 |
198
+ | No log | 22.6154 | 294 | 0.3671 | 0.6933 | 0.3671 | 0.6059 |
199
+ | No log | 22.7692 | 296 | 0.3709 | 0.7042 | 0.3709 | 0.6090 |
200
+ | No log | 22.9231 | 298 | 0.3767 | 0.6852 | 0.3767 | 0.6137 |
201
+ | No log | 23.0769 | 300 | 0.3718 | 0.7012 | 0.3718 | 0.6097 |
202
+ | No log | 23.2308 | 302 | 0.3786 | 0.7108 | 0.3786 | 0.6153 |
203
+ | No log | 23.3846 | 304 | 0.3755 | 0.7217 | 0.3755 | 0.6128 |
204
+ | No log | 23.5385 | 306 | 0.3757 | 0.7118 | 0.3757 | 0.6130 |
205
+ | No log | 23.6923 | 308 | 0.3833 | 0.7118 | 0.3833 | 0.6191 |
206
+ | No log | 23.8462 | 310 | 0.3966 | 0.6567 | 0.3966 | 0.6297 |
207
+ | No log | 24.0 | 312 | 0.4466 | 0.5212 | 0.4466 | 0.6683 |
208
+ | No log | 24.1538 | 314 | 0.4827 | 0.5384 | 0.4827 | 0.6948 |
209
+ | No log | 24.3077 | 316 | 0.4570 | 0.4997 | 0.4570 | 0.6760 |
210
+ | No log | 24.4615 | 318 | 0.4114 | 0.5960 | 0.4114 | 0.6414 |
211
+ | No log | 24.6154 | 320 | 0.3985 | 0.6321 | 0.3985 | 0.6313 |
212
+ | No log | 24.7692 | 322 | 0.3963 | 0.6422 | 0.3963 | 0.6295 |
213
+ | No log | 24.9231 | 324 | 0.3921 | 0.6422 | 0.3921 | 0.6262 |
214
+ | No log | 25.0769 | 326 | 0.3881 | 0.6648 | 0.3881 | 0.6230 |
215
+ | No log | 25.2308 | 328 | 0.3873 | 0.7054 | 0.3873 | 0.6224 |
216
+ | No log | 25.3846 | 330 | 0.3845 | 0.6957 | 0.3845 | 0.6201 |
217
+ | No log | 25.5385 | 332 | 0.3748 | 0.7022 | 0.3748 | 0.6122 |
218
+ | No log | 25.6923 | 334 | 0.3828 | 0.6431 | 0.3828 | 0.6187 |
219
+ | No log | 25.8462 | 336 | 0.3855 | 0.6422 | 0.3855 | 0.6209 |
220
+ | No log | 26.0 | 338 | 0.3905 | 0.6422 | 0.3905 | 0.6249 |
221
+ | No log | 26.1538 | 340 | 0.3985 | 0.6422 | 0.3985 | 0.6313 |
222
+ | No log | 26.3077 | 342 | 0.4076 | 0.6517 | 0.4076 | 0.6385 |
223
+ | No log | 26.4615 | 344 | 0.4079 | 0.6973 | 0.4079 | 0.6387 |
224
+ | No log | 26.6154 | 346 | 0.3864 | 0.6438 | 0.3864 | 0.6216 |
225
+ | No log | 26.7692 | 348 | 0.3722 | 0.6650 | 0.3722 | 0.6101 |
226
+ | No log | 26.9231 | 350 | 0.4153 | 0.6330 | 0.4153 | 0.6445 |
227
+ | No log | 27.0769 | 352 | 0.4952 | 0.5543 | 0.4952 | 0.7037 |
228
+ | No log | 27.2308 | 354 | 0.4943 | 0.5543 | 0.4943 | 0.7030 |
229
+ | No log | 27.3846 | 356 | 0.4446 | 0.6716 | 0.4446 | 0.6668 |
230
+ | No log | 27.5385 | 358 | 0.3892 | 0.7032 | 0.3892 | 0.6239 |
231
+ | No log | 27.6923 | 360 | 0.4124 | 0.6530 | 0.4124 | 0.6422 |
232
+ | No log | 27.8462 | 362 | 0.4595 | 0.6340 | 0.4595 | 0.6779 |
233
+ | No log | 28.0 | 364 | 0.4355 | 0.6767 | 0.4355 | 0.6599 |
234
+ | No log | 28.1538 | 366 | 0.4207 | 0.6606 | 0.4207 | 0.6486 |
235
+ | No log | 28.3077 | 368 | 0.4017 | 0.6348 | 0.4017 | 0.6338 |
236
+ | No log | 28.4615 | 370 | 0.3855 | 0.6946 | 0.3855 | 0.6209 |
237
+ | No log | 28.6154 | 372 | 0.3893 | 0.6747 | 0.3893 | 0.6240 |
238
+ | No log | 28.7692 | 374 | 0.4069 | 0.6620 | 0.4069 | 0.6379 |
239
+ | No log | 28.9231 | 376 | 0.4331 | 0.5947 | 0.4331 | 0.6581 |
240
+ | No log | 29.0769 | 378 | 0.4183 | 0.6052 | 0.4183 | 0.6468 |
241
+ | No log | 29.2308 | 380 | 0.3965 | 0.6747 | 0.3965 | 0.6297 |
242
+ | No log | 29.3846 | 382 | 0.4193 | 0.6873 | 0.4193 | 0.6476 |
243
+ | No log | 29.5385 | 384 | 0.4466 | 0.6701 | 0.4466 | 0.6683 |
244
+ | No log | 29.6923 | 386 | 0.4268 | 0.6873 | 0.4268 | 0.6533 |
245
+ | No log | 29.8462 | 388 | 0.3947 | 0.6863 | 0.3947 | 0.6282 |
246
+ | No log | 30.0 | 390 | 0.3987 | 0.6254 | 0.3987 | 0.6315 |
247
+ | No log | 30.1538 | 392 | 0.4114 | 0.6214 | 0.4114 | 0.6414 |
248
+ | No log | 30.3077 | 394 | 0.4084 | 0.6214 | 0.4084 | 0.6390 |
249
+ | No log | 30.4615 | 396 | 0.4015 | 0.6517 | 0.4015 | 0.6336 |
250
+ | No log | 30.6154 | 398 | 0.3882 | 0.6648 | 0.3882 | 0.6231 |
251
+ | No log | 30.7692 | 400 | 0.3868 | 0.6648 | 0.3868 | 0.6220 |
252
+ | No log | 30.9231 | 402 | 0.3938 | 0.6517 | 0.3938 | 0.6275 |
253
+ | No log | 31.0769 | 404 | 0.4317 | 0.5708 | 0.4317 | 0.6571 |
254
+ | No log | 31.2308 | 406 | 0.4364 | 0.6118 | 0.4364 | 0.6606 |
255
+ | No log | 31.3846 | 408 | 0.4250 | 0.6321 | 0.4250 | 0.6519 |
256
+ | No log | 31.5385 | 410 | 0.4144 | 0.6418 | 0.4144 | 0.6437 |
257
+ | No log | 31.6923 | 412 | 0.3968 | 0.6443 | 0.3968 | 0.6299 |
258
+ | No log | 31.8462 | 414 | 0.3898 | 0.6443 | 0.3898 | 0.6243 |
259
+ | No log | 32.0 | 416 | 0.3957 | 0.6443 | 0.3957 | 0.6290 |
260
+ | No log | 32.1538 | 418 | 0.4061 | 0.6530 | 0.4061 | 0.6373 |
261
+ | No log | 32.3077 | 420 | 0.4034 | 0.6705 | 0.4034 | 0.6352 |
262
+ | No log | 32.4615 | 422 | 0.3823 | 0.6443 | 0.3823 | 0.6183 |
263
+ | No log | 32.6154 | 424 | 0.3677 | 0.6747 | 0.3677 | 0.6064 |
264
+ | No log | 32.7692 | 426 | 0.3805 | 0.7054 | 0.3805 | 0.6168 |
265
+ | No log | 32.9231 | 428 | 0.3791 | 0.6854 | 0.3791 | 0.6157 |
266
+ | No log | 33.0769 | 430 | 0.3717 | 0.6843 | 0.3717 | 0.6096 |
267
+ | No log | 33.2308 | 432 | 0.3794 | 0.6620 | 0.3794 | 0.6159 |
268
+ | No log | 33.3846 | 434 | 0.4124 | 0.6087 | 0.4124 | 0.6422 |
269
+ | No log | 33.5385 | 436 | 0.4286 | 0.5601 | 0.4286 | 0.6547 |
270
+ | No log | 33.6923 | 438 | 0.4006 | 0.5882 | 0.4006 | 0.6329 |
271
+ | No log | 33.8462 | 440 | 0.3704 | 0.6931 | 0.3704 | 0.6086 |
272
+ | No log | 34.0 | 442 | 0.3798 | 0.6854 | 0.3798 | 0.6163 |
273
+ | No log | 34.1538 | 444 | 0.3854 | 0.7148 | 0.3854 | 0.6208 |
274
+ | No log | 34.3077 | 446 | 0.3743 | 0.6648 | 0.3743 | 0.6118 |
275
+ | No log | 34.4615 | 448 | 0.3840 | 0.6431 | 0.3840 | 0.6197 |
276
+ | No log | 34.6154 | 450 | 0.4020 | 0.6518 | 0.4020 | 0.6340 |
277
+ | No log | 34.7692 | 452 | 0.4083 | 0.6313 | 0.4083 | 0.6390 |
278
+ | No log | 34.9231 | 454 | 0.3992 | 0.6313 | 0.3992 | 0.6319 |
279
+ | No log | 35.0769 | 456 | 0.4013 | 0.6611 | 0.4013 | 0.6335 |
280
+ | No log | 35.2308 | 458 | 0.3924 | 0.6724 | 0.3924 | 0.6264 |
281
+ | No log | 35.3846 | 460 | 0.3866 | 0.6636 | 0.3866 | 0.6217 |
282
+ | No log | 35.5385 | 462 | 0.3821 | 0.6542 | 0.3821 | 0.6181 |
283
+ | No log | 35.6923 | 464 | 0.3854 | 0.6632 | 0.3854 | 0.6208 |
284
+ | No log | 35.8462 | 466 | 0.3870 | 0.6632 | 0.3870 | 0.6221 |
285
+ | No log | 36.0 | 468 | 0.3836 | 0.6852 | 0.3836 | 0.6193 |
286
+ | No log | 36.1538 | 470 | 0.3909 | 0.6389 | 0.3909 | 0.6252 |
287
+ | No log | 36.3077 | 472 | 0.3912 | 0.6389 | 0.3912 | 0.6254 |
288
+ | No log | 36.4615 | 474 | 0.3945 | 0.6389 | 0.3945 | 0.6281 |
289
+ | No log | 36.6154 | 476 | 0.3930 | 0.6863 | 0.3930 | 0.6269 |
290
+ | No log | 36.7692 | 478 | 0.3865 | 0.6863 | 0.3865 | 0.6217 |
291
+ | No log | 36.9231 | 480 | 0.3862 | 0.6439 | 0.3862 | 0.6215 |
292
+ | No log | 37.0769 | 482 | 0.3990 | 0.6431 | 0.3990 | 0.6317 |
293
+ | No log | 37.2308 | 484 | 0.3977 | 0.6724 | 0.3977 | 0.6306 |
294
+ | No log | 37.3846 | 486 | 0.3928 | 0.6724 | 0.3928 | 0.6267 |
295
+ | No log | 37.5385 | 488 | 0.3832 | 0.6439 | 0.3832 | 0.6191 |
296
+ | No log | 37.6923 | 490 | 0.3816 | 0.6667 | 0.3816 | 0.6177 |
297
+ | No log | 37.8462 | 492 | 0.4006 | 0.7236 | 0.4006 | 0.6329 |
298
+ | No log | 38.0 | 494 | 0.4192 | 0.7151 | 0.4192 | 0.6475 |
299
+ | No log | 38.1538 | 496 | 0.4275 | 0.7151 | 0.4275 | 0.6538 |
300
+ | No log | 38.3077 | 498 | 0.4272 | 0.6612 | 0.4272 | 0.6536 |
301
+ | 0.2857 | 38.4615 | 500 | 0.4107 | 0.6589 | 0.4107 | 0.6409 |
302
+ | 0.2857 | 38.6154 | 502 | 0.3997 | 0.6648 | 0.3997 | 0.6322 |
303
+ | 0.2857 | 38.7692 | 504 | 0.4004 | 0.6648 | 0.4004 | 0.6328 |
304
+ | 0.2857 | 38.9231 | 506 | 0.4068 | 0.6140 | 0.4068 | 0.6378 |
305
+ | 0.2857 | 39.0769 | 508 | 0.4270 | 0.5714 | 0.4270 | 0.6535 |
306
+ | 0.2857 | 39.2308 | 510 | 0.4304 | 0.5714 | 0.4304 | 0.6561 |
307
+ | 0.2857 | 39.3846 | 512 | 0.4066 | 0.6140 | 0.4066 | 0.6377 |
308
+ | 0.2857 | 39.5385 | 514 | 0.3935 | 0.6001 | 0.3935 | 0.6273 |
 
309
 
310
 
311
  ### Framework versions
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