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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task5_organization

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Training in progress, step 500

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  1. README.md +256 -261
  2. model.safetensors +1 -1
  3. training_args.bin +2 -2
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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k3_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.0402
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- - Qwk: 0.1986
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- - Mse: 1.0402
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- - Rmse: 1.0199
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  ## Model description
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@@ -49,261 +49,256 @@ 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 | 0.25 | 2 | 4.1514 | 0.0182 | 4.1514 | 2.0375 |
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- | No log | 0.5 | 4 | 2.2956 | 0.0542 | 2.2956 | 1.5151 |
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- | No log | 0.75 | 6 | 1.7754 | 0.0318 | 1.7754 | 1.3324 |
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- | No log | 1.0 | 8 | 1.7704 | 0.0639 | 1.7704 | 1.3306 |
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- | No log | 1.25 | 10 | 1.3770 | 0.1033 | 1.3770 | 1.1735 |
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- | No log | 1.5 | 12 | 1.0566 | 0.3082 | 1.0566 | 1.0279 |
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- | No log | 1.75 | 14 | 1.1772 | 0.0938 | 1.1772 | 1.0850 |
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- | No log | 2.0 | 16 | 1.2745 | 0.0201 | 1.2745 | 1.1290 |
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- | No log | 2.25 | 18 | 1.2741 | -0.0064 | 1.2741 | 1.1288 |
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- | No log | 2.5 | 20 | 1.3257 | -0.0212 | 1.3257 | 1.1514 |
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- | No log | 2.75 | 22 | 1.3142 | 0.0075 | 1.3142 | 1.1464 |
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- | No log | 3.0 | 24 | 1.2565 | 0.0489 | 1.2565 | 1.1209 |
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- | No log | 3.25 | 26 | 1.2373 | 0.0065 | 1.2373 | 1.1124 |
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- | No log | 3.5 | 28 | 1.2798 | 0.1091 | 1.2798 | 1.1313 |
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- | No log | 3.75 | 30 | 1.2768 | 0.0462 | 1.2768 | 1.1299 |
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- | No log | 4.0 | 32 | 1.1643 | 0.1576 | 1.1643 | 1.0790 |
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- | No log | 4.25 | 34 | 1.1125 | 0.1997 | 1.1125 | 1.0548 |
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- | No log | 4.5 | 36 | 1.1408 | 0.1498 | 1.1408 | 1.0681 |
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- | No log | 4.75 | 38 | 1.1909 | 0.0584 | 1.1909 | 1.0913 |
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- | No log | 5.0 | 40 | 1.1800 | 0.1805 | 1.1800 | 1.0863 |
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- | No log | 5.25 | 42 | 1.1552 | 0.1725 | 1.1552 | 1.0748 |
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- | No log | 5.5 | 44 | 1.1724 | 0.0823 | 1.1724 | 1.0828 |
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- | No log | 5.75 | 46 | 1.2622 | -0.0112 | 1.2622 | 1.1235 |
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- | No log | 6.0 | 48 | 1.2964 | -0.0833 | 1.2964 | 1.1386 |
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- | No log | 6.25 | 50 | 1.3280 | -0.0255 | 1.3280 | 1.1524 |
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- | No log | 6.5 | 52 | 1.3575 | -0.0112 | 1.3575 | 1.1651 |
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- | No log | 6.75 | 54 | 1.4735 | -0.1798 | 1.4735 | 1.2139 |
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- | No log | 7.0 | 56 | 1.5852 | -0.1798 | 1.5852 | 1.2590 |
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- | No log | 7.25 | 58 | 1.7251 | -0.0541 | 1.7251 | 1.3134 |
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- | No log | 7.5 | 60 | 1.6423 | 0.0667 | 1.6423 | 1.2815 |
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- | No log | 7.75 | 62 | 1.4021 | 0.1663 | 1.4021 | 1.1841 |
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- | No log | 8.0 | 64 | 1.3872 | 0.0978 | 1.3872 | 1.1778 |
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- | No log | 8.25 | 66 | 1.5745 | 0.1442 | 1.5745 | 1.2548 |
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- | No log | 8.5 | 68 | 1.5529 | 0.1545 | 1.5529 | 1.2461 |
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- | No log | 8.75 | 70 | 1.3818 | 0.0920 | 1.3818 | 1.1755 |
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- | No log | 9.0 | 72 | 1.3118 | 0.0909 | 1.3118 | 1.1453 |
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- | No log | 9.25 | 74 | 1.2993 | 0.0817 | 1.2993 | 1.1399 |
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- | No log | 9.5 | 76 | 1.3029 | 0.1275 | 1.3029 | 1.1415 |
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- | No log | 9.75 | 78 | 1.2322 | 0.2125 | 1.2322 | 1.1100 |
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- | No log | 10.0 | 80 | 1.2489 | 0.1135 | 1.2489 | 1.1175 |
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- | No log | 10.25 | 82 | 1.2458 | 0.2340 | 1.2458 | 1.1162 |
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- | No log | 10.5 | 84 | 1.3390 | 0.1962 | 1.3390 | 1.1572 |
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- | No log | 10.75 | 86 | 1.5495 | 0.2391 | 1.5495 | 1.2448 |
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- | No log | 11.0 | 88 | 1.4669 | 0.2126 | 1.4669 | 1.2112 |
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- | No log | 11.25 | 90 | 1.2926 | 0.1053 | 1.2926 | 1.1369 |
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- | No log | 11.5 | 92 | 1.1472 | 0.0954 | 1.1472 | 1.0711 |
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- | No log | 11.75 | 94 | 1.0923 | 0.2492 | 1.0923 | 1.0451 |
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- | No log | 12.0 | 96 | 1.0790 | 0.3129 | 1.0790 | 1.0388 |
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- | No log | 12.25 | 98 | 1.1706 | 0.2250 | 1.1706 | 1.0819 |
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- | No log | 12.5 | 100 | 1.3731 | 0.2126 | 1.3731 | 1.1718 |
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- | No log | 12.75 | 102 | 1.3626 | 0.2424 | 1.3626 | 1.1673 |
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- | No log | 13.0 | 104 | 1.2653 | 0.2687 | 1.2653 | 1.1249 |
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- | No log | 13.25 | 106 | 1.1904 | 0.1598 | 1.1904 | 1.0911 |
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- | No log | 13.5 | 108 | 1.0744 | 0.2887 | 1.0744 | 1.0365 |
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- | No log | 13.75 | 110 | 1.0515 | 0.2887 | 1.0515 | 1.0254 |
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- | No log | 14.0 | 112 | 1.0941 | 0.2815 | 1.0941 | 1.0460 |
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- | No log | 14.25 | 114 | 1.0988 | 0.3099 | 1.0988 | 1.0482 |
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- | No log | 14.5 | 116 | 1.1546 | 0.1573 | 1.1546 | 1.0745 |
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- | No log | 14.75 | 118 | 1.2114 | 0.2206 | 1.2114 | 1.1007 |
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- | No log | 15.0 | 120 | 1.2237 | 0.1898 | 1.2237 | 1.1062 |
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- | No log | 15.25 | 122 | 1.1477 | 0.1500 | 1.1477 | 1.0713 |
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- | No log | 15.5 | 124 | 1.1833 | 0.1581 | 1.1833 | 1.0878 |
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- | No log | 15.75 | 126 | 1.2984 | 0.1652 | 1.2984 | 1.1395 |
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- | No log | 16.0 | 128 | 1.3075 | 0.1713 | 1.3075 | 1.1434 |
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- | No log | 16.25 | 130 | 1.3348 | 0.1713 | 1.3348 | 1.1553 |
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- | No log | 16.5 | 132 | 1.2755 | 0.2049 | 1.2755 | 1.1294 |
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- | No log | 16.75 | 134 | 1.2436 | 0.1928 | 1.2436 | 1.1152 |
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- | No log | 17.0 | 136 | 1.2141 | 0.1793 | 1.2141 | 1.1019 |
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- | No log | 17.25 | 138 | 1.1312 | 0.1863 | 1.1312 | 1.0636 |
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- | No log | 17.5 | 140 | 1.1367 | 0.1863 | 1.1367 | 1.0662 |
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- | No log | 17.75 | 142 | 1.1191 | 0.1863 | 1.1191 | 1.0579 |
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- | No log | 18.0 | 144 | 1.0994 | 0.1282 | 1.0994 | 1.0485 |
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- | No log | 18.25 | 146 | 1.0578 | 0.1823 | 1.0578 | 1.0285 |
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- | No log | 18.5 | 148 | 1.0274 | 0.2263 | 1.0274 | 1.0136 |
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- | No log | 18.75 | 150 | 1.1360 | 0.2195 | 1.1360 | 1.0658 |
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- | No log | 19.0 | 152 | 1.2416 | 0.2520 | 1.2416 | 1.1143 |
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- | No log | 19.25 | 154 | 1.2228 | 0.3266 | 1.2228 | 1.1058 |
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- | No log | 19.5 | 156 | 1.1214 | 0.2768 | 1.1214 | 1.0590 |
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- | No log | 19.75 | 158 | 1.0422 | 0.3577 | 1.0422 | 1.0209 |
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- | No log | 20.0 | 160 | 1.0162 | 0.2963 | 1.0162 | 1.0080 |
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- | No log | 20.25 | 162 | 0.9875 | 0.2647 | 0.9875 | 0.9937 |
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- | No log | 20.5 | 164 | 1.0386 | 0.0220 | 1.0386 | 1.0191 |
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- | No log | 20.75 | 166 | 1.1578 | 0.2149 | 1.1578 | 1.0760 |
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- | No log | 21.0 | 168 | 1.2361 | 0.2315 | 1.2361 | 1.1118 |
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- | No log | 21.25 | 170 | 1.1756 | 0.1770 | 1.1756 | 1.0843 |
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- | No log | 21.5 | 172 | 1.0801 | 0.0602 | 1.0801 | 1.0393 |
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- | No log | 21.75 | 174 | 1.0827 | 0.0602 | 1.0827 | 1.0405 |
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- | No log | 22.0 | 176 | 1.1772 | 0.1793 | 1.1772 | 1.0850 |
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- | No log | 22.25 | 178 | 1.1950 | 0.2177 | 1.1950 | 1.0932 |
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- | No log | 22.5 | 180 | 1.1605 | 0.2410 | 1.1605 | 1.0773 |
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- | No log | 22.75 | 182 | 1.1498 | 0.2026 | 1.1498 | 1.0723 |
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- | No log | 23.0 | 184 | 1.0364 | 0.2704 | 1.0364 | 1.0180 |
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- | No log | 23.25 | 186 | 0.9566 | 0.2359 | 0.9566 | 0.9781 |
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- | No log | 23.5 | 188 | 0.9646 | 0.2066 | 0.9646 | 0.9822 |
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- | No log | 23.75 | 190 | 1.0155 | 0.1434 | 1.0155 | 1.0077 |
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- | No log | 24.0 | 192 | 1.1836 | 0.2542 | 1.1836 | 1.0879 |
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- | No log | 24.25 | 194 | 1.2275 | 0.2313 | 1.2275 | 1.1079 |
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- | No log | 24.5 | 196 | 1.1394 | 0.2667 | 1.1394 | 1.0674 |
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- | No log | 24.75 | 198 | 1.0428 | 0.3590 | 1.0428 | 1.0212 |
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- | No log | 25.0 | 200 | 1.0646 | 0.3480 | 1.0646 | 1.0318 |
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- | No log | 25.25 | 202 | 1.1151 | 0.2837 | 1.1151 | 1.0560 |
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- | No log | 25.5 | 204 | 1.1473 | 0.2089 | 1.1473 | 1.0711 |
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- | No log | 25.75 | 206 | 1.0647 | 0.1202 | 1.0647 | 1.0319 |
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- | No log | 26.0 | 208 | 0.9959 | 0.0864 | 0.9959 | 0.9980 |
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- | No log | 26.25 | 210 | 0.9778 | 0.0864 | 0.9778 | 0.9888 |
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- | No log | 26.5 | 212 | 0.9760 | 0.1873 | 0.9760 | 0.9879 |
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- | No log | 26.75 | 214 | 0.9760 | 0.2553 | 0.9760 | 0.9879 |
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- | No log | 27.0 | 216 | 0.9893 | 0.3107 | 0.9893 | 0.9946 |
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- | No log | 27.25 | 218 | 1.0070 | 0.3103 | 1.0070 | 1.0035 |
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- | No log | 27.5 | 220 | 1.0493 | 0.3692 | 1.0493 | 1.0243 |
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- | No log | 27.75 | 222 | 1.1171 | 0.3396 | 1.1171 | 1.0569 |
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- | No log | 28.0 | 224 | 1.1139 | 0.3040 | 1.1139 | 1.0554 |
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- | No log | 28.25 | 226 | 1.0772 | 0.2359 | 1.0772 | 1.0379 |
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- | No log | 28.5 | 228 | 0.9826 | 0.2623 | 0.9826 | 0.9913 |
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- | No log | 28.75 | 230 | 0.9272 | 0.3214 | 0.9272 | 0.9629 |
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- | No log | 29.0 | 232 | 0.9276 | 0.3236 | 0.9276 | 0.9631 |
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- | No log | 29.25 | 234 | 0.9829 | 0.1582 | 0.9829 | 0.9914 |
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- | No log | 29.5 | 236 | 1.0909 | 0.1587 | 1.0909 | 1.0445 |
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- | No log | 29.75 | 238 | 1.1420 | 0.2772 | 1.1420 | 1.0686 |
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- | No log | 30.0 | 240 | 1.1522 | 0.2953 | 1.1522 | 1.0734 |
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- | No log | 30.25 | 242 | 1.1332 | 0.2127 | 1.1332 | 1.0645 |
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- | No log | 30.5 | 244 | 1.0711 | 0.2593 | 1.0711 | 1.0349 |
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- | No log | 30.75 | 246 | 1.0416 | 0.2432 | 1.0416 | 1.0206 |
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- | No log | 31.0 | 248 | 1.0531 | 0.2296 | 1.0531 | 1.0262 |
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- | No log | 31.25 | 250 | 1.0891 | 0.2489 | 1.0891 | 1.0436 |
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- | No log | 31.5 | 252 | 1.0751 | 0.2857 | 1.0751 | 1.0369 |
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- | No log | 31.75 | 254 | 1.0731 | 0.3163 | 1.0731 | 1.0359 |
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- | No log | 32.0 | 256 | 1.0262 | 0.2298 | 1.0262 | 1.0130 |
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- | No log | 32.25 | 258 | 0.9886 | 0.2263 | 0.9886 | 0.9943 |
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- | No log | 32.5 | 260 | 0.9787 | 0.2238 | 0.9787 | 0.9893 |
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- | No log | 32.75 | 262 | 1.0073 | 0.1474 | 1.0073 | 1.0036 |
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- | No log | 33.0 | 264 | 1.0470 | 0.1017 | 1.0470 | 1.0232 |
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- | No log | 33.25 | 266 | 1.0951 | 0.1986 | 1.0951 | 1.0465 |
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- | No log | 33.5 | 268 | 1.0787 | 0.3098 | 1.0787 | 1.0386 |
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- | No log | 33.75 | 270 | 1.0460 | 0.3363 | 1.0460 | 1.0227 |
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- | No log | 34.0 | 272 | 0.9586 | 0.2770 | 0.9586 | 0.9791 |
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- | No log | 34.25 | 274 | 0.9535 | 0.3161 | 0.9535 | 0.9765 |
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- | No log | 34.5 | 276 | 0.9800 | 0.2179 | 0.9800 | 0.9900 |
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- | No log | 34.75 | 278 | 1.0931 | 0.275 | 1.0931 | 1.0455 |
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- | No log | 35.0 | 280 | 1.2396 | 0.2474 | 1.2396 | 1.1134 |
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- | No log | 35.25 | 282 | 1.2623 | 0.2065 | 1.2623 | 1.1235 |
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- | No log | 35.5 | 284 | 1.2024 | 0.1407 | 1.2024 | 1.0965 |
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- | No log | 35.75 | 286 | 1.0808 | 0.0931 | 1.0808 | 1.0396 |
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- | No log | 36.0 | 288 | 0.9792 | 0.1446 | 0.9792 | 0.9895 |
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- | No log | 36.25 | 290 | 0.9307 | 0.2474 | 0.9307 | 0.9647 |
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- | No log | 36.5 | 292 | 0.9383 | 0.2499 | 0.9383 | 0.9687 |
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- | No log | 36.75 | 294 | 0.9846 | 0.1823 | 0.9846 | 0.9922 |
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- | No log | 37.0 | 296 | 1.0109 | 0.1823 | 1.0109 | 1.0054 |
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- | No log | 37.25 | 298 | 1.0844 | 0.2308 | 1.0844 | 1.0414 |
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- | No log | 37.5 | 300 | 1.0930 | 0.2308 | 1.0930 | 1.0455 |
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- | No log | 37.75 | 302 | 1.0958 | 0.0811 | 1.0958 | 1.0468 |
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- | No log | 38.0 | 304 | 1.0514 | 0.0961 | 1.0514 | 1.0254 |
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- | No log | 38.25 | 306 | 1.0212 | 0.0587 | 1.0212 | 1.0105 |
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- | No log | 38.5 | 308 | 1.0301 | 0.0587 | 1.0301 | 1.0150 |
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- | No log | 38.75 | 310 | 1.0466 | 0.0587 | 1.0466 | 1.0230 |
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- | No log | 39.0 | 312 | 1.0707 | 0.0433 | 1.0707 | 1.0347 |
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- | No log | 39.25 | 314 | 1.1513 | 0.1170 | 1.1513 | 1.0730 |
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- | No log | 39.5 | 316 | 1.2237 | 0.2395 | 1.2237 | 1.1062 |
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- | No log | 39.75 | 318 | 1.2128 | 0.2446 | 1.2128 | 1.1013 |
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- | No log | 40.0 | 320 | 1.2022 | 0.2495 | 1.2022 | 1.0964 |
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- | No log | 40.25 | 322 | 1.1540 | 0.2623 | 1.1540 | 1.0742 |
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- | No log | 40.5 | 324 | 1.1589 | 0.2623 | 1.1589 | 1.0765 |
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- | No log | 40.75 | 326 | 1.1165 | 0.1474 | 1.1165 | 1.0566 |
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- | No log | 41.0 | 328 | 1.0658 | 0.1868 | 1.0658 | 1.0324 |
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- | No log | 41.25 | 330 | 1.0847 | 0.0961 | 1.0847 | 1.0415 |
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- | No log | 41.5 | 332 | 1.0964 | 0.0961 | 1.0964 | 1.0471 |
218
- | No log | 41.75 | 334 | 1.1215 | 0.0811 | 1.1215 | 1.0590 |
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- | No log | 42.0 | 336 | 1.1111 | 0.0811 | 1.1111 | 1.0541 |
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- | No log | 42.25 | 338 | 1.0623 | 0.1407 | 1.0623 | 1.0307 |
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- | No log | 42.5 | 340 | 1.0434 | 0.1047 | 1.0434 | 1.0215 |
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- | No log | 42.75 | 342 | 1.0363 | 0.1407 | 1.0363 | 1.0180 |
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- | No log | 43.0 | 344 | 1.0392 | 0.1407 | 1.0392 | 1.0194 |
224
- | No log | 43.25 | 346 | 1.0284 | 0.2238 | 1.0284 | 1.0141 |
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- | No log | 43.5 | 348 | 1.0153 | 0.2238 | 1.0153 | 1.0076 |
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- | No log | 43.75 | 350 | 0.9814 | 0.2350 | 0.9814 | 0.9906 |
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- | No log | 44.0 | 352 | 0.9693 | 0.2226 | 0.9693 | 0.9845 |
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- | No log | 44.25 | 354 | 0.9433 | 0.2226 | 0.9433 | 0.9712 |
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- | No log | 44.5 | 356 | 0.9412 | 0.2226 | 0.9412 | 0.9702 |
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- | No log | 44.75 | 358 | 0.9866 | 0.2674 | 0.9866 | 0.9933 |
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- | No log | 45.0 | 360 | 1.0100 | 0.2238 | 1.0100 | 1.0050 |
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- | No log | 45.25 | 362 | 1.0259 | 0.2238 | 1.0259 | 1.0129 |
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- | No log | 45.5 | 364 | 1.0033 | 0.2263 | 1.0033 | 1.0016 |
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- | No log | 45.75 | 366 | 0.9505 | 0.2553 | 0.9505 | 0.9749 |
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- | No log | 46.0 | 368 | 0.9261 | 0.2963 | 0.9261 | 0.9623 |
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- | No log | 46.25 | 370 | 0.8786 | 0.4192 | 0.8786 | 0.9374 |
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- | No log | 46.5 | 372 | 0.8659 | 0.4192 | 0.8659 | 0.9306 |
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- | No log | 46.75 | 374 | 0.8644 | 0.4192 | 0.8644 | 0.9297 |
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- | No log | 47.0 | 376 | 0.9015 | 0.2942 | 0.9015 | 0.9495 |
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- | No log | 47.25 | 378 | 0.9771 | 0.2117 | 0.9771 | 0.9885 |
241
- | No log | 47.5 | 380 | 0.9925 | 0.1823 | 0.9925 | 0.9962 |
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- | No log | 47.75 | 382 | 0.9441 | 0.2674 | 0.9441 | 0.9717 |
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- | No log | 48.0 | 384 | 0.8833 | 0.4192 | 0.8833 | 0.9398 |
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- | No log | 48.25 | 386 | 0.8634 | 0.3902 | 0.8634 | 0.9292 |
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- | No log | 48.5 | 388 | 0.8667 | 0.3902 | 0.8667 | 0.9310 |
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- | No log | 48.75 | 390 | 0.8998 | 0.4063 | 0.8998 | 0.9486 |
247
- | No log | 49.0 | 392 | 0.9628 | 0.2263 | 0.9628 | 0.9812 |
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- | No log | 49.25 | 394 | 1.0146 | 0.1823 | 1.0146 | 1.0073 |
249
- | No log | 49.5 | 396 | 1.0011 | 0.1823 | 1.0011 | 1.0005 |
250
- | No log | 49.75 | 398 | 0.9346 | 0.3067 | 0.9346 | 0.9668 |
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- | No log | 50.0 | 400 | 0.9108 | 0.3326 | 0.9108 | 0.9543 |
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- | No log | 50.25 | 402 | 0.8981 | 0.3476 | 0.8981 | 0.9477 |
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- | No log | 50.5 | 404 | 0.8974 | 0.3476 | 0.8974 | 0.9473 |
254
- | No log | 50.75 | 406 | 0.9057 | 0.3326 | 0.9057 | 0.9517 |
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- | No log | 51.0 | 408 | 0.9067 | 0.3326 | 0.9067 | 0.9522 |
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- | No log | 51.25 | 410 | 0.9029 | 0.3214 | 0.9029 | 0.9502 |
257
- | No log | 51.5 | 412 | 0.9267 | 0.3192 | 0.9267 | 0.9626 |
258
- | No log | 51.75 | 414 | 0.9595 | 0.2350 | 0.9595 | 0.9796 |
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- | No log | 52.0 | 416 | 0.9593 | 0.2350 | 0.9593 | 0.9794 |
260
- | No log | 52.25 | 418 | 0.9339 | 0.3192 | 0.9339 | 0.9664 |
261
- | No log | 52.5 | 420 | 0.9113 | 0.3192 | 0.9113 | 0.9546 |
262
- | No log | 52.75 | 422 | 0.9056 | 0.3067 | 0.9056 | 0.9516 |
263
- | No log | 53.0 | 424 | 0.9167 | 0.3067 | 0.9167 | 0.9575 |
264
- | No log | 53.25 | 426 | 0.9301 | 0.3067 | 0.9301 | 0.9644 |
265
- | No log | 53.5 | 428 | 0.9650 | 0.2050 | 0.9650 | 0.9823 |
266
- | No log | 53.75 | 430 | 0.9816 | 0.2050 | 0.9816 | 0.9907 |
267
- | No log | 54.0 | 432 | 1.0347 | 0.2797 | 1.0347 | 1.0172 |
268
- | No log | 54.25 | 434 | 1.0647 | 0.2392 | 1.0647 | 1.0318 |
269
- | No log | 54.5 | 436 | 1.1224 | 0.1579 | 1.1224 | 1.0595 |
270
- | No log | 54.75 | 438 | 1.1223 | 0.1579 | 1.1223 | 1.0594 |
271
- | No log | 55.0 | 440 | 1.0896 | 0.2392 | 1.0896 | 1.0439 |
272
- | No log | 55.25 | 442 | 1.0203 | 0.1351 | 1.0203 | 1.0101 |
273
- | No log | 55.5 | 444 | 0.9770 | 0.1927 | 0.9770 | 0.9884 |
274
- | No log | 55.75 | 446 | 0.9599 | 0.2771 | 0.9599 | 0.9798 |
275
- | No log | 56.0 | 448 | 0.9680 | 0.2771 | 0.9680 | 0.9839 |
276
- | No log | 56.25 | 450 | 0.9593 | 0.2771 | 0.9593 | 0.9795 |
277
- | No log | 56.5 | 452 | 0.9837 | 0.2350 | 0.9837 | 0.9918 |
278
- | No log | 56.75 | 454 | 1.0271 | 0.1893 | 1.0271 | 1.0135 |
279
- | No log | 57.0 | 456 | 1.0518 | 0.2704 | 1.0518 | 1.0256 |
280
- | No log | 57.25 | 458 | 1.1003 | 0.2308 | 1.1003 | 1.0489 |
281
- | No log | 57.5 | 460 | 1.1316 | 0.1911 | 1.1316 | 1.0638 |
282
- | No log | 57.75 | 462 | 1.1393 | 0.1770 | 1.1393 | 1.0674 |
283
- | No log | 58.0 | 464 | 1.1228 | 0.1434 | 1.1228 | 1.0596 |
284
- | No log | 58.25 | 466 | 1.0635 | 0.1579 | 1.0635 | 1.0313 |
285
- | No log | 58.5 | 468 | 0.9990 | 0.2213 | 0.9990 | 0.9995 |
286
- | No log | 58.75 | 470 | 0.9365 | 0.3782 | 0.9365 | 0.9677 |
287
- | No log | 59.0 | 472 | 0.9152 | 0.4712 | 0.9152 | 0.9567 |
288
- | No log | 59.25 | 474 | 0.9136 | 0.4710 | 0.9136 | 0.9558 |
289
- | No log | 59.5 | 476 | 0.9378 | 0.4349 | 0.9378 | 0.9684 |
290
- | No log | 59.75 | 478 | 0.9490 | 0.3985 | 0.9490 | 0.9742 |
291
- | No log | 60.0 | 480 | 0.9477 | 0.3954 | 0.9477 | 0.9735 |
292
- | No log | 60.25 | 482 | 0.9295 | 0.3743 | 0.9295 | 0.9641 |
293
- | No log | 60.5 | 484 | 0.9155 | 0.3569 | 0.9155 | 0.9568 |
294
- | No log | 60.75 | 486 | 0.9031 | 0.3569 | 0.9031 | 0.9503 |
295
- | No log | 61.0 | 488 | 0.9118 | 0.3569 | 0.9118 | 0.9549 |
296
- | No log | 61.25 | 490 | 0.9273 | 0.3147 | 0.9273 | 0.9630 |
297
- | No log | 61.5 | 492 | 0.9266 | 0.3569 | 0.9266 | 0.9626 |
298
- | No log | 61.75 | 494 | 0.9601 | 0.2299 | 0.9601 | 0.9799 |
299
- | No log | 62.0 | 496 | 0.9892 | 0.3492 | 0.9892 | 0.9946 |
300
- | No log | 62.25 | 498 | 1.0320 | 0.3000 | 1.0320 | 1.0159 |
301
- | 0.2168 | 62.5 | 500 | 1.0427 | 0.2704 | 1.0427 | 1.0211 |
302
- | 0.2168 | 62.75 | 502 | 1.0336 | 0.2066 | 1.0336 | 1.0167 |
303
- | 0.2168 | 63.0 | 504 | 1.0386 | 0.1986 | 1.0386 | 1.0191 |
304
- | 0.2168 | 63.25 | 506 | 1.0435 | 0.1986 | 1.0435 | 1.0215 |
305
- | 0.2168 | 63.5 | 508 | 1.0398 | 0.1986 | 1.0398 | 1.0197 |
306
- | 0.2168 | 63.75 | 510 | 1.0402 | 0.1986 | 1.0402 | 1.0199 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.1284
19
+ - Qwk: 0.0556
20
+ - Mse: 1.1284
21
+ - Rmse: 1.0623
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.4 | 2 | 3.9424 | -0.0109 | 3.9424 | 1.9856 |
53
+ | No log | 0.8 | 4 | 2.1749 | 0.0357 | 2.1749 | 1.4748 |
54
+ | No log | 1.2 | 6 | 1.7505 | -0.0288 | 1.7505 | 1.3231 |
55
+ | No log | 1.6 | 8 | 1.3908 | 0.1463 | 1.3908 | 1.1793 |
56
+ | No log | 2.0 | 10 | 1.0239 | 0.3082 | 1.0239 | 1.0119 |
57
+ | No log | 2.4 | 12 | 0.9474 | 0.3688 | 0.9474 | 0.9734 |
58
+ | No log | 2.8 | 14 | 1.0368 | 0.2268 | 1.0368 | 1.0183 |
59
+ | No log | 3.2 | 16 | 0.9209 | 0.4365 | 0.9209 | 0.9596 |
60
+ | No log | 3.6 | 18 | 0.9337 | 0.3396 | 0.9337 | 0.9663 |
61
+ | No log | 4.0 | 20 | 0.9609 | 0.3510 | 0.9609 | 0.9802 |
62
+ | No log | 4.4 | 22 | 0.9379 | 0.2981 | 0.9379 | 0.9685 |
63
+ | No log | 4.8 | 24 | 0.9718 | 0.2865 | 0.9718 | 0.9858 |
64
+ | No log | 5.2 | 26 | 1.0579 | 0.2416 | 1.0579 | 1.0285 |
65
+ | No log | 5.6 | 28 | 1.0804 | 0.1962 | 1.0804 | 1.0394 |
66
+ | No log | 6.0 | 30 | 1.0598 | 0.2672 | 1.0598 | 1.0295 |
67
+ | No log | 6.4 | 32 | 1.1437 | 0.0823 | 1.1437 | 1.0694 |
68
+ | No log | 6.8 | 34 | 1.2664 | 0.0454 | 1.2664 | 1.1254 |
69
+ | No log | 7.2 | 36 | 1.1920 | 0.0947 | 1.1920 | 1.0918 |
70
+ | No log | 7.6 | 38 | 1.0807 | 0.1810 | 1.0807 | 1.0396 |
71
+ | No log | 8.0 | 40 | 1.0469 | 0.3139 | 1.0469 | 1.0232 |
72
+ | No log | 8.4 | 42 | 1.1135 | 0.1783 | 1.1135 | 1.0552 |
73
+ | No log | 8.8 | 44 | 1.3308 | -0.0366 | 1.3308 | 1.1536 |
74
+ | No log | 9.2 | 46 | 1.4643 | -0.0422 | 1.4643 | 1.2101 |
75
+ | No log | 9.6 | 48 | 1.5086 | 0.0876 | 1.5086 | 1.2282 |
76
+ | No log | 10.0 | 50 | 1.5770 | 0.0976 | 1.5770 | 1.2558 |
77
+ | No log | 10.4 | 52 | 1.6056 | -0.0212 | 1.6056 | 1.2671 |
78
+ | No log | 10.8 | 54 | 1.5472 | -0.0778 | 1.5472 | 1.2439 |
79
+ | No log | 11.2 | 56 | 1.4887 | 0.0579 | 1.4887 | 1.2201 |
80
+ | No log | 11.6 | 58 | 1.2836 | 0.0236 | 1.2836 | 1.1329 |
81
+ | No log | 12.0 | 60 | 1.1135 | 0.1101 | 1.1135 | 1.0552 |
82
+ | No log | 12.4 | 62 | 1.1493 | 0.0449 | 1.1493 | 1.0720 |
83
+ | No log | 12.8 | 64 | 1.2099 | 0.0395 | 1.2099 | 1.0999 |
84
+ | No log | 13.2 | 66 | 1.3105 | 0.0760 | 1.3105 | 1.1448 |
85
+ | No log | 13.6 | 68 | 1.3061 | 0.0817 | 1.3061 | 1.1429 |
86
+ | No log | 14.0 | 70 | 1.3761 | 0.0246 | 1.3761 | 1.1731 |
87
+ | No log | 14.4 | 72 | 1.4675 | 0.2038 | 1.4675 | 1.2114 |
88
+ | No log | 14.8 | 74 | 1.4929 | 0.1835 | 1.4929 | 1.2218 |
89
+ | No log | 15.2 | 76 | 1.3928 | 0.2614 | 1.3928 | 1.1802 |
90
+ | No log | 15.6 | 78 | 1.2371 | 0.1397 | 1.2371 | 1.1122 |
91
+ | No log | 16.0 | 80 | 1.1892 | 0.1992 | 1.1892 | 1.0905 |
92
+ | No log | 16.4 | 82 | 1.3037 | 0.1845 | 1.3037 | 1.1418 |
93
+ | No log | 16.8 | 84 | 1.5981 | 0.1728 | 1.5981 | 1.2642 |
94
+ | No log | 17.2 | 86 | 1.6561 | 0.2015 | 1.6561 | 1.2869 |
95
+ | No log | 17.6 | 88 | 1.5197 | 0.2206 | 1.5197 | 1.2328 |
96
+ | No log | 18.0 | 90 | 1.2789 | 0.1221 | 1.2789 | 1.1309 |
97
+ | No log | 18.4 | 92 | 1.2210 | 0.0780 | 1.2210 | 1.1050 |
98
+ | No log | 18.8 | 94 | 1.2552 | 0.1170 | 1.2552 | 1.1204 |
99
+ | No log | 19.2 | 96 | 1.3097 | 0.0931 | 1.3097 | 1.1444 |
100
+ | No log | 19.6 | 98 | 1.2791 | 0.1288 | 1.2791 | 1.1310 |
101
+ | No log | 20.0 | 100 | 1.1891 | 0.1081 | 1.1891 | 1.0904 |
102
+ | No log | 20.4 | 102 | 1.0304 | 0.1418 | 1.0304 | 1.0151 |
103
+ | No log | 20.8 | 104 | 0.9614 | 0.3178 | 0.9614 | 0.9805 |
104
+ | No log | 21.2 | 106 | 0.9455 | 0.3301 | 0.9455 | 0.9724 |
105
+ | No log | 21.6 | 108 | 0.9952 | 0.2322 | 0.9952 | 0.9976 |
106
+ | No log | 22.0 | 110 | 1.2840 | 0.2203 | 1.2840 | 1.1332 |
107
+ | No log | 22.4 | 112 | 1.5317 | 0.2424 | 1.5317 | 1.2376 |
108
+ | No log | 22.8 | 114 | 1.5020 | 0.2424 | 1.5020 | 1.2255 |
109
+ | No log | 23.2 | 116 | 1.4154 | 0.2126 | 1.4154 | 1.1897 |
110
+ | No log | 23.6 | 118 | 1.2262 | 0.2015 | 1.2262 | 1.1073 |
111
+ | No log | 24.0 | 120 | 0.9446 | 0.2678 | 0.9446 | 0.9719 |
112
+ | No log | 24.4 | 122 | 0.8544 | 0.4328 | 0.8544 | 0.9243 |
113
+ | No log | 24.8 | 124 | 0.8815 | 0.2288 | 0.8815 | 0.9389 |
114
+ | No log | 25.2 | 126 | 1.0880 | 0.1770 | 1.0880 | 1.0431 |
115
+ | No log | 25.6 | 128 | 1.2534 | 0.0510 | 1.2534 | 1.1196 |
116
+ | No log | 26.0 | 130 | 1.4322 | 0.0878 | 1.4322 | 1.1967 |
117
+ | No log | 26.4 | 132 | 1.4800 | 0.1486 | 1.4800 | 1.2166 |
118
+ | No log | 26.8 | 134 | 1.4012 | 0.0510 | 1.4012 | 1.1837 |
119
+ | No log | 27.2 | 136 | 1.2504 | 0.0 | 1.2504 | 1.1182 |
120
+ | No log | 27.6 | 138 | 1.1374 | 0.0888 | 1.1374 | 1.0665 |
121
+ | No log | 28.0 | 140 | 1.0707 | 0.0919 | 1.0707 | 1.0347 |
122
+ | No log | 28.4 | 142 | 1.0695 | 0.0919 | 1.0695 | 1.0342 |
123
+ | No log | 28.8 | 144 | 1.1351 | 0.0888 | 1.1351 | 1.0654 |
124
+ | No log | 29.2 | 146 | 1.2103 | 0.0 | 1.2103 | 1.1002 |
125
+ | No log | 29.6 | 148 | 1.1912 | 0.0 | 1.1912 | 1.0914 |
126
+ | No log | 30.0 | 150 | 1.1710 | 0.1228 | 1.1710 | 1.0821 |
127
+ | No log | 30.4 | 152 | 1.0848 | 0.1697 | 1.0848 | 1.0416 |
128
+ | No log | 30.8 | 154 | 0.9605 | 0.2108 | 0.9605 | 0.9800 |
129
+ | No log | 31.2 | 156 | 0.9628 | 0.1292 | 0.9628 | 0.9812 |
130
+ | No log | 31.6 | 158 | 1.0200 | 0.1351 | 1.0200 | 1.0100 |
131
+ | No log | 32.0 | 160 | 1.1214 | 0.0964 | 1.1214 | 1.0590 |
132
+ | No log | 32.4 | 162 | 1.2008 | 0.0964 | 1.2008 | 1.0958 |
133
+ | No log | 32.8 | 164 | 1.2434 | 0.0673 | 1.2434 | 1.1151 |
134
+ | No log | 33.2 | 166 | 1.1630 | 0.0931 | 1.1630 | 1.0784 |
135
+ | No log | 33.6 | 168 | 1.0503 | 0.0193 | 1.0503 | 1.0249 |
136
+ | No log | 34.0 | 170 | 0.9994 | 0.1418 | 0.9994 | 0.9997 |
137
+ | No log | 34.4 | 172 | 1.0265 | 0.1292 | 1.0265 | 1.0132 |
138
+ | No log | 34.8 | 174 | 1.1233 | 0.0510 | 1.1233 | 1.0599 |
139
+ | No log | 35.2 | 176 | 1.1927 | 0.0618 | 1.1927 | 1.0921 |
140
+ | No log | 35.6 | 178 | 1.2186 | 0.0618 | 1.2186 | 1.1039 |
141
+ | No log | 36.0 | 180 | 1.2718 | -0.0244 | 1.2718 | 1.1278 |
142
+ | No log | 36.4 | 182 | 1.2792 | 0.0390 | 1.2792 | 1.1310 |
143
+ | No log | 36.8 | 184 | 1.3290 | 0.0390 | 1.3290 | 1.1528 |
144
+ | No log | 37.2 | 186 | 1.4326 | 0.0390 | 1.4326 | 1.1969 |
145
+ | No log | 37.6 | 188 | 1.5611 | 0.0390 | 1.5611 | 1.2495 |
146
+ | No log | 38.0 | 190 | 1.5503 | -0.0399 | 1.5503 | 1.2451 |
147
+ | No log | 38.4 | 192 | 1.4556 | -0.0244 | 1.4556 | 1.2065 |
148
+ | No log | 38.8 | 194 | 1.3321 | 0.0188 | 1.3321 | 1.1542 |
149
+ | No log | 39.2 | 196 | 1.2111 | 0.0068 | 1.2111 | 1.1005 |
150
+ | No log | 39.6 | 198 | 1.1501 | 0.0068 | 1.1501 | 1.0724 |
151
+ | No log | 40.0 | 200 | 1.1701 | 0.0122 | 1.1701 | 1.0817 |
152
+ | No log | 40.4 | 202 | 1.1917 | 0.0122 | 1.1917 | 1.0916 |
153
+ | No log | 40.8 | 204 | 1.1904 | 0.1024 | 1.1904 | 1.0911 |
154
+ | No log | 41.2 | 206 | 1.1195 | 0.1434 | 1.1195 | 1.0580 |
155
+ | No log | 41.6 | 208 | 1.0769 | 0.1528 | 1.0769 | 1.0377 |
156
+ | No log | 42.0 | 210 | 0.9953 | 0.2161 | 0.9953 | 0.9976 |
157
+ | No log | 42.4 | 212 | 0.9852 | 0.1854 | 0.9852 | 0.9926 |
158
+ | No log | 42.8 | 214 | 1.0449 | 0.1330 | 1.0449 | 1.0222 |
159
+ | No log | 43.2 | 216 | 1.1401 | 0.1370 | 1.1401 | 1.0678 |
160
+ | No log | 43.6 | 218 | 1.1915 | 0.0878 | 1.1915 | 1.0916 |
161
+ | No log | 44.0 | 220 | 1.1922 | 0.0878 | 1.1922 | 1.0919 |
162
+ | No log | 44.4 | 222 | 1.1573 | 0.0401 | 1.1573 | 1.0758 |
163
+ | No log | 44.8 | 224 | 1.1094 | 0.0 | 1.1094 | 1.0533 |
164
+ | No log | 45.2 | 226 | 1.1375 | 0.0 | 1.1375 | 1.0665 |
165
+ | No log | 45.6 | 228 | 1.2182 | 0.0401 | 1.2182 | 1.1037 |
166
+ | No log | 46.0 | 230 | 1.3215 | 0.0878 | 1.3215 | 1.1496 |
167
+ | No log | 46.4 | 232 | 1.3393 | 0.0878 | 1.3393 | 1.1573 |
168
+ | No log | 46.8 | 234 | 1.2925 | 0.0122 | 1.2925 | 1.1369 |
169
+ | No log | 47.2 | 236 | 1.2290 | 0.0 | 1.2290 | 1.1086 |
170
+ | No log | 47.6 | 238 | 1.1807 | 0.0445 | 1.1807 | 1.0866 |
171
+ | No log | 48.0 | 240 | 1.1539 | 0.0445 | 1.1539 | 1.0742 |
172
+ | No log | 48.4 | 242 | 1.1869 | 0.0556 | 1.1869 | 1.0895 |
173
+ | No log | 48.8 | 244 | 1.1978 | 0.0556 | 1.1978 | 1.0944 |
174
+ | No log | 49.2 | 246 | 1.1844 | 0.0556 | 1.1844 | 1.0883 |
175
+ | No log | 49.6 | 248 | 1.1549 | 0.0556 | 1.1549 | 1.0747 |
176
+ | No log | 50.0 | 250 | 1.1680 | 0.0931 | 1.1680 | 1.0807 |
177
+ | No log | 50.4 | 252 | 1.1402 | 0.0931 | 1.1402 | 1.0678 |
178
+ | No log | 50.8 | 254 | 1.1046 | 0.0445 | 1.1046 | 1.0510 |
179
+ | No log | 51.2 | 256 | 1.1400 | 0.0556 | 1.1400 | 1.0677 |
180
+ | No log | 51.6 | 258 | 1.2281 | 0.0122 | 1.2281 | 1.1082 |
181
+ | No log | 52.0 | 260 | 1.2801 | 0.0122 | 1.2801 | 1.1314 |
182
+ | No log | 52.4 | 262 | 1.3030 | 0.0811 | 1.3030 | 1.1415 |
183
+ | No log | 52.8 | 264 | 1.3485 | 0.0811 | 1.3485 | 1.1613 |
184
+ | No log | 53.2 | 266 | 1.3522 | 0.0811 | 1.3522 | 1.1629 |
185
+ | No log | 53.6 | 268 | 1.2974 | 0.0811 | 1.2974 | 1.1390 |
186
+ | No log | 54.0 | 270 | 1.2392 | 0.0811 | 1.2392 | 1.1132 |
187
+ | No log | 54.4 | 272 | 1.2378 | 0.0811 | 1.2378 | 1.1125 |
188
+ | No log | 54.8 | 274 | 1.2072 | 0.0931 | 1.2072 | 1.0987 |
189
+ | No log | 55.2 | 276 | 1.1705 | 0.0931 | 1.1705 | 1.0819 |
190
+ | No log | 55.6 | 278 | 1.1303 | 0.0931 | 1.1303 | 1.0631 |
191
+ | No log | 56.0 | 280 | 1.1409 | 0.0931 | 1.1409 | 1.0681 |
192
+ | No log | 56.4 | 282 | 1.1319 | 0.0931 | 1.1319 | 1.0639 |
193
+ | No log | 56.8 | 284 | 1.1058 | 0.0931 | 1.1058 | 1.0516 |
194
+ | No log | 57.2 | 286 | 1.0640 | 0.0445 | 1.0640 | 1.0315 |
195
+ | No log | 57.6 | 288 | 1.0330 | 0.0888 | 1.0330 | 1.0164 |
196
+ | No log | 58.0 | 290 | 1.0191 | 0.1046 | 1.0191 | 1.0095 |
197
+ | No log | 58.4 | 292 | 1.0218 | 0.1046 | 1.0218 | 1.0108 |
198
+ | No log | 58.8 | 294 | 1.0274 | 0.0710 | 1.0274 | 1.0136 |
199
+ | No log | 59.2 | 296 | 1.0538 | 0.0931 | 1.0538 | 1.0265 |
200
+ | No log | 59.6 | 298 | 1.0734 | 0.1288 | 1.0734 | 1.0360 |
201
+ | No log | 60.0 | 300 | 1.0337 | 0.1351 | 1.0337 | 1.0167 |
202
+ | No log | 60.4 | 302 | 1.0035 | 0.0888 | 1.0035 | 1.0018 |
203
+ | No log | 60.8 | 304 | 1.0242 | 0.0888 | 1.0242 | 1.0120 |
204
+ | No log | 61.2 | 306 | 1.0775 | 0.0556 | 1.0775 | 1.0380 |
205
+ | No log | 61.6 | 308 | 1.1397 | 0.0556 | 1.1397 | 1.0676 |
206
+ | No log | 62.0 | 310 | 1.1756 | 0.0556 | 1.1756 | 1.0842 |
207
+ | No log | 62.4 | 312 | 1.2021 | 0.0556 | 1.2021 | 1.0964 |
208
+ | No log | 62.8 | 314 | 1.2047 | 0.0556 | 1.2047 | 1.0976 |
209
+ | No log | 63.2 | 316 | 1.1968 | 0.0931 | 1.1968 | 1.0940 |
210
+ | No log | 63.6 | 318 | 1.1892 | 0.0931 | 1.1892 | 1.0905 |
211
+ | No log | 64.0 | 320 | 1.2089 | 0.0931 | 1.2089 | 1.0995 |
212
+ | No log | 64.4 | 322 | 1.2437 | 0.0931 | 1.2437 | 1.1152 |
213
+ | No log | 64.8 | 324 | 1.2609 | 0.0878 | 1.2609 | 1.1229 |
214
+ | No log | 65.2 | 326 | 1.2287 | 0.1288 | 1.2287 | 1.1084 |
215
+ | No log | 65.6 | 328 | 1.1731 | 0.0931 | 1.1731 | 1.0831 |
216
+ | No log | 66.0 | 330 | 1.1199 | 0.0556 | 1.1199 | 1.0583 |
217
+ | No log | 66.4 | 332 | 1.1052 | 0.0445 | 1.1052 | 1.0513 |
218
+ | No log | 66.8 | 334 | 1.1256 | 0.0445 | 1.1256 | 1.0609 |
219
+ | No log | 67.2 | 336 | 1.1647 | 0.0 | 1.1647 | 1.0792 |
220
+ | No log | 67.6 | 338 | 1.1781 | 0.0122 | 1.1781 | 1.0854 |
221
+ | No log | 68.0 | 340 | 1.1816 | 0.0931 | 1.1816 | 1.0870 |
222
+ | No log | 68.4 | 342 | 1.1743 | 0.0931 | 1.1743 | 1.0837 |
223
+ | No log | 68.8 | 344 | 1.1385 | 0.0931 | 1.1385 | 1.0670 |
224
+ | No log | 69.2 | 346 | 1.0806 | 0.0833 | 1.0806 | 1.0395 |
225
+ | No log | 69.6 | 348 | 1.0472 | 0.0833 | 1.0472 | 1.0233 |
226
+ | No log | 70.0 | 350 | 1.0357 | 0.0833 | 1.0357 | 1.0177 |
227
+ | No log | 70.4 | 352 | 1.0472 | 0.0833 | 1.0472 | 1.0234 |
228
+ | No log | 70.8 | 354 | 1.0845 | 0.0833 | 1.0845 | 1.0414 |
229
+ | No log | 71.2 | 356 | 1.1119 | 0.0931 | 1.1119 | 1.0545 |
230
+ | No log | 71.6 | 358 | 1.1240 | 0.0931 | 1.1240 | 1.0602 |
231
+ | No log | 72.0 | 360 | 1.1094 | 0.0931 | 1.1094 | 1.0533 |
232
+ | No log | 72.4 | 362 | 1.0743 | 0.0931 | 1.0743 | 1.0365 |
233
+ | No log | 72.8 | 364 | 1.0342 | 0.0833 | 1.0342 | 1.0170 |
234
+ | No log | 73.2 | 366 | 1.0020 | 0.0445 | 1.0020 | 1.0010 |
235
+ | No log | 73.6 | 368 | 1.0080 | 0.0445 | 1.0080 | 1.0040 |
236
+ | No log | 74.0 | 370 | 1.0325 | 0.0445 | 1.0325 | 1.0161 |
237
+ | No log | 74.4 | 372 | 1.0777 | 0.0931 | 1.0777 | 1.0381 |
238
+ | No log | 74.8 | 374 | 1.0940 | 0.0931 | 1.0940 | 1.0459 |
239
+ | No log | 75.2 | 376 | 1.1060 | 0.0931 | 1.1060 | 1.0517 |
240
+ | No log | 75.6 | 378 | 1.1263 | 0.0931 | 1.1263 | 1.0613 |
241
+ | No log | 76.0 | 380 | 1.1315 | 0.0556 | 1.1315 | 1.0637 |
242
+ | No log | 76.4 | 382 | 1.1337 | 0.0556 | 1.1337 | 1.0648 |
243
+ | No log | 76.8 | 384 | 1.1366 | 0.0556 | 1.1366 | 1.0661 |
244
+ | No log | 77.2 | 386 | 1.1201 | 0.0556 | 1.1201 | 1.0584 |
245
+ | No log | 77.6 | 388 | 1.1073 | 0.0556 | 1.1073 | 1.0523 |
246
+ | No log | 78.0 | 390 | 1.0964 | 0.0556 | 1.0964 | 1.0471 |
247
+ | No log | 78.4 | 392 | 1.0900 | 0.0556 | 1.0900 | 1.0440 |
248
+ | No log | 78.8 | 394 | 1.0717 | 0.0445 | 1.0717 | 1.0352 |
249
+ | No log | 79.2 | 396 | 1.0541 | 0.0445 | 1.0541 | 1.0267 |
250
+ | No log | 79.6 | 398 | 1.0505 | 0.0445 | 1.0505 | 1.0250 |
251
+ | No log | 80.0 | 400 | 1.0494 | 0.0445 | 1.0494 | 1.0244 |
252
+ | No log | 80.4 | 402 | 1.0367 | 0.0445 | 1.0367 | 1.0182 |
253
+ | No log | 80.8 | 404 | 1.0335 | 0.0445 | 1.0335 | 1.0166 |
254
+ | No log | 81.2 | 406 | 1.0413 | 0.0445 | 1.0413 | 1.0204 |
255
+ | No log | 81.6 | 408 | 1.0418 | 0.0445 | 1.0418 | 1.0207 |
256
+ | No log | 82.0 | 410 | 1.0365 | 0.0445 | 1.0365 | 1.0181 |
257
+ | No log | 82.4 | 412 | 1.0351 | 0.0445 | 1.0351 | 1.0174 |
258
+ | No log | 82.8 | 414 | 1.0501 | 0.0445 | 1.0501 | 1.0247 |
259
+ | No log | 83.2 | 416 | 1.0557 | 0.0445 | 1.0557 | 1.0275 |
260
+ | No log | 83.6 | 418 | 1.0708 | 0.0445 | 1.0708 | 1.0348 |
261
+ | No log | 84.0 | 420 | 1.0819 | 0.0445 | 1.0819 | 1.0401 |
262
+ | No log | 84.4 | 422 | 1.0936 | 0.0445 | 1.0936 | 1.0458 |
263
+ | No log | 84.8 | 424 | 1.1109 | 0.0445 | 1.1109 | 1.0540 |
264
+ | No log | 85.2 | 426 | 1.1399 | 0.0556 | 1.1399 | 1.0677 |
265
+ | No log | 85.6 | 428 | 1.1785 | 0.0556 | 1.1785 | 1.0856 |
266
+ | No log | 86.0 | 430 | 1.2063 | 0.0556 | 1.2063 | 1.0983 |
267
+ | No log | 86.4 | 432 | 1.2203 | 0.0556 | 1.2203 | 1.1047 |
268
+ | No log | 86.8 | 434 | 1.2236 | 0.0556 | 1.2236 | 1.1062 |
269
+ | No log | 87.2 | 436 | 1.2104 | 0.0556 | 1.2104 | 1.1002 |
270
+ | No log | 87.6 | 438 | 1.1862 | 0.0556 | 1.1862 | 1.0891 |
271
+ | No log | 88.0 | 440 | 1.1688 | 0.0556 | 1.1688 | 1.0811 |
272
+ | No log | 88.4 | 442 | 1.1607 | 0.0556 | 1.1607 | 1.0773 |
273
+ | No log | 88.8 | 444 | 1.1575 | 0.0556 | 1.1575 | 1.0759 |
274
+ | No log | 89.2 | 446 | 1.1579 | 0.0556 | 1.1579 | 1.0761 |
275
+ | No log | 89.6 | 448 | 1.1638 | 0.0556 | 1.1638 | 1.0788 |
276
+ | No log | 90.0 | 450 | 1.1697 | 0.0556 | 1.1697 | 1.0815 |
277
+ | No log | 90.4 | 452 | 1.1648 | 0.0556 | 1.1648 | 1.0793 |
278
+ | No log | 90.8 | 454 | 1.1662 | 0.0556 | 1.1662 | 1.0799 |
279
+ | No log | 91.2 | 456 | 1.1636 | 0.0556 | 1.1636 | 1.0787 |
280
+ | No log | 91.6 | 458 | 1.1513 | 0.0556 | 1.1513 | 1.0730 |
281
+ | No log | 92.0 | 460 | 1.1393 | 0.0556 | 1.1393 | 1.0674 |
282
+ | No log | 92.4 | 462 | 1.1312 | 0.0556 | 1.1312 | 1.0636 |
283
+ | No log | 92.8 | 464 | 1.1326 | 0.0556 | 1.1326 | 1.0642 |
284
+ | No log | 93.2 | 466 | 1.1291 | 0.0556 | 1.1291 | 1.0626 |
285
+ | No log | 93.6 | 468 | 1.1294 | 0.0556 | 1.1294 | 1.0627 |
286
+ | No log | 94.0 | 470 | 1.1270 | 0.0556 | 1.1270 | 1.0616 |
287
+ | No log | 94.4 | 472 | 1.1249 | 0.0556 | 1.1249 | 1.0606 |
288
+ | No log | 94.8 | 474 | 1.1261 | 0.0556 | 1.1261 | 1.0612 |
289
+ | No log | 95.2 | 476 | 1.1297 | 0.0556 | 1.1297 | 1.0629 |
290
+ | No log | 95.6 | 478 | 1.1334 | 0.0556 | 1.1334 | 1.0646 |
291
+ | No log | 96.0 | 480 | 1.1337 | 0.0556 | 1.1337 | 1.0648 |
292
+ | No log | 96.4 | 482 | 1.1360 | 0.0556 | 1.1360 | 1.0658 |
293
+ | No log | 96.8 | 484 | 1.1364 | 0.0556 | 1.1364 | 1.0660 |
294
+ | No log | 97.2 | 486 | 1.1346 | 0.0556 | 1.1346 | 1.0652 |
295
+ | No log | 97.6 | 488 | 1.1339 | 0.0556 | 1.1339 | 1.0648 |
296
+ | No log | 98.0 | 490 | 1.1330 | 0.0556 | 1.1330 | 1.0644 |
297
+ | No log | 98.4 | 492 | 1.1302 | 0.0556 | 1.1302 | 1.0631 |
298
+ | No log | 98.8 | 494 | 1.1293 | 0.0556 | 1.1293 | 1.0627 |
299
+ | No log | 99.2 | 496 | 1.1291 | 0.0556 | 1.1291 | 1.0626 |
300
+ | No log | 99.6 | 498 | 1.1287 | 0.0556 | 1.1287 | 1.0624 |
301
+ | 0.1626 | 100.0 | 500 | 1.1284 | 0.0556 | 1.1284 | 1.0623 |
 
 
 
 
 
302
 
303
 
304
  ### Framework versions
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