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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k5_task2_organization

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  1. README.md +268 -287
  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_run3_AugV5_k5_task2_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_run3_AugV5_k5_task2_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: 1.1714
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- - Qwk: 0.2545
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- - Mse: 1.1714
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- - Rmse: 1.0823
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  ## Model description
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@@ -49,287 +49,268 @@ 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 | 0.0714 | 2 | 4.6548 | 0.0010 | 4.6548 | 2.1575 |
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- | No log | 0.1429 | 4 | 2.5631 | 0.0179 | 2.5631 | 1.6010 |
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- | No log | 0.2143 | 6 | 2.3150 | -0.0173 | 2.3150 | 1.5215 |
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- | No log | 0.2857 | 8 | 2.3459 | -0.0118 | 2.3459 | 1.5316 |
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- | No log | 0.3571 | 10 | 1.5566 | 0.0661 | 1.5566 | 1.2477 |
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- | No log | 0.4286 | 12 | 1.2550 | 0.0810 | 1.2550 | 1.1203 |
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- | No log | 0.5 | 14 | 1.2586 | 0.1247 | 1.2586 | 1.1219 |
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- | No log | 0.5714 | 16 | 1.3076 | 0.0628 | 1.3076 | 1.1435 |
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- | No log | 0.6429 | 18 | 1.2881 | 0.0277 | 1.2881 | 1.1350 |
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- | No log | 0.7143 | 20 | 1.4213 | -0.0010 | 1.4213 | 1.1922 |
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- | No log | 0.7857 | 22 | 1.5425 | -0.0149 | 1.5425 | 1.2420 |
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- | No log | 0.8571 | 24 | 1.3275 | 0.0362 | 1.3275 | 1.1522 |
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- | No log | 0.9286 | 26 | 1.2590 | 0.2040 | 1.2590 | 1.1220 |
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- | No log | 1.0 | 28 | 1.2087 | 0.2212 | 1.2087 | 1.0994 |
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- | No log | 1.0714 | 30 | 1.1717 | 0.2569 | 1.1717 | 1.0824 |
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- | No log | 1.1429 | 32 | 1.1605 | 0.1585 | 1.1605 | 1.0773 |
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- | No log | 1.2143 | 34 | 1.1302 | 0.2674 | 1.1302 | 1.0631 |
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- | No log | 1.2857 | 36 | 1.1167 | 0.2674 | 1.1167 | 1.0568 |
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- | No log | 1.3571 | 38 | 1.1599 | 0.2684 | 1.1599 | 1.0770 |
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- | No log | 1.4286 | 40 | 1.3347 | -0.0199 | 1.3347 | 1.1553 |
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- | No log | 1.5 | 42 | 1.3718 | 0.0275 | 1.3718 | 1.1712 |
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- | No log | 1.5714 | 44 | 1.3093 | 0.0688 | 1.3093 | 1.1443 |
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- | No log | 1.6429 | 46 | 1.2406 | 0.1379 | 1.2406 | 1.1138 |
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- | No log | 1.7143 | 48 | 1.1828 | 0.3038 | 1.1828 | 1.0876 |
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- | No log | 1.7857 | 50 | 1.1296 | 0.3347 | 1.1296 | 1.0628 |
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- | No log | 1.8571 | 52 | 1.1516 | 0.3498 | 1.1516 | 1.0731 |
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- | No log | 1.9286 | 54 | 1.2645 | 0.1579 | 1.2645 | 1.1245 |
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- | No log | 2.0 | 56 | 1.2426 | 0.1171 | 1.2426 | 1.1147 |
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- | No log | 2.0714 | 58 | 1.1849 | 0.1433 | 1.1849 | 1.0886 |
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- | No log | 2.1429 | 60 | 1.1614 | 0.2257 | 1.1614 | 1.0777 |
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- | No log | 2.2143 | 62 | 1.1368 | 0.2038 | 1.1368 | 1.0662 |
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- | No log | 2.2857 | 64 | 1.1323 | 0.1935 | 1.1323 | 1.0641 |
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- | No log | 2.3571 | 66 | 1.1125 | 0.2464 | 1.1125 | 1.0548 |
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- | No log | 2.4286 | 68 | 1.1129 | 0.2360 | 1.1129 | 1.0550 |
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- | No log | 2.5 | 70 | 1.1315 | 0.1688 | 1.1315 | 1.0637 |
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- | No log | 2.5714 | 72 | 1.2491 | 0.1045 | 1.2491 | 1.1176 |
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- | No log | 2.6429 | 74 | 1.3517 | 0.0992 | 1.3517 | 1.1626 |
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- | No log | 2.7143 | 76 | 1.3941 | 0.0732 | 1.3941 | 1.1807 |
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- | No log | 2.7857 | 78 | 1.3028 | 0.2098 | 1.3028 | 1.1414 |
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- | No log | 2.8571 | 80 | 1.1906 | 0.1328 | 1.1906 | 1.0912 |
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- | No log | 2.9286 | 82 | 1.1833 | 0.1723 | 1.1833 | 1.0878 |
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- | No log | 3.0 | 84 | 1.2937 | 0.2624 | 1.2937 | 1.1374 |
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- | No log | 3.0714 | 86 | 1.2619 | 0.1792 | 1.2619 | 1.1234 |
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- | No log | 3.1429 | 88 | 1.1810 | 0.3065 | 1.1810 | 1.0868 |
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- | No log | 3.2143 | 90 | 1.3656 | 0.3466 | 1.3656 | 1.1686 |
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- | No log | 3.2857 | 92 | 1.3284 | 0.3024 | 1.3284 | 1.1526 |
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- | No log | 3.3571 | 94 | 1.1496 | 0.2258 | 1.1496 | 1.0722 |
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- | No log | 3.4286 | 96 | 1.1673 | 0.1630 | 1.1673 | 1.0804 |
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- | No log | 3.5 | 98 | 1.2306 | 0.1748 | 1.2306 | 1.1093 |
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- | No log | 3.5714 | 100 | 1.1297 | 0.2747 | 1.1297 | 1.0629 |
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- | No log | 3.6429 | 102 | 1.0764 | 0.2176 | 1.0764 | 1.0375 |
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- | No log | 3.7143 | 104 | 1.1240 | 0.2481 | 1.1240 | 1.0602 |
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- | No log | 3.7857 | 106 | 1.0586 | 0.2132 | 1.0586 | 1.0289 |
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- | No log | 3.8571 | 108 | 1.0604 | 0.3879 | 1.0604 | 1.0297 |
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- | No log | 3.9286 | 110 | 1.2831 | 0.1259 | 1.2831 | 1.1327 |
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- | No log | 4.0 | 112 | 1.4197 | 0.1604 | 1.4197 | 1.1915 |
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- | No log | 4.0714 | 114 | 1.5124 | 0.0851 | 1.5124 | 1.2298 |
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- | No log | 4.1429 | 116 | 1.3446 | 0.2202 | 1.3446 | 1.1596 |
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- | No log | 4.2143 | 118 | 1.1129 | 0.2892 | 1.1129 | 1.0549 |
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- | No log | 4.2857 | 120 | 1.1478 | 0.3068 | 1.1478 | 1.0713 |
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- | No log | 4.3571 | 122 | 1.1741 | 0.3117 | 1.1741 | 1.0836 |
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- | No log | 4.4286 | 124 | 1.1066 | 0.2640 | 1.1066 | 1.0519 |
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- | No log | 4.5 | 126 | 1.1449 | 0.2454 | 1.1449 | 1.0700 |
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- | No log | 4.5714 | 128 | 1.1669 | 0.3210 | 1.1669 | 1.0802 |
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- | No log | 4.6429 | 130 | 1.1899 | 0.2701 | 1.1899 | 1.0908 |
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- | No log | 4.7143 | 132 | 1.2852 | 0.2450 | 1.2852 | 1.1337 |
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- | No log | 4.7857 | 134 | 1.2139 | 0.2008 | 1.2139 | 1.1018 |
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- | No log | 4.8571 | 136 | 1.2050 | 0.2169 | 1.2050 | 1.0977 |
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- | No log | 4.9286 | 138 | 1.3638 | 0.1470 | 1.3638 | 1.1678 |
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- | No log | 5.0 | 140 | 1.3084 | 0.1505 | 1.3084 | 1.1439 |
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- | No log | 5.0714 | 142 | 1.2299 | 0.2263 | 1.2299 | 1.1090 |
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- | No log | 5.1429 | 144 | 1.2211 | 0.2726 | 1.2211 | 1.1050 |
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- | No log | 5.2143 | 146 | 1.2411 | 0.1787 | 1.2411 | 1.1140 |
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- | No log | 5.2857 | 148 | 1.2715 | 0.1912 | 1.2715 | 1.1276 |
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- | No log | 5.3571 | 150 | 1.2825 | 0.1912 | 1.2825 | 1.1325 |
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- | No log | 5.4286 | 152 | 1.3029 | 0.1218 | 1.3029 | 1.1414 |
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- | No log | 5.5 | 154 | 1.4608 | 0.2011 | 1.4608 | 1.2086 |
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- | No log | 5.5714 | 156 | 1.4381 | 0.1935 | 1.4381 | 1.1992 |
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- | No log | 5.6429 | 158 | 1.3274 | 0.1001 | 1.3274 | 1.1521 |
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- | No log | 5.7143 | 160 | 1.3205 | 0.1863 | 1.3205 | 1.1491 |
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- | No log | 5.7857 | 162 | 1.3131 | 0.2308 | 1.3131 | 1.1459 |
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- | No log | 5.8571 | 164 | 1.2647 | 0.2431 | 1.2647 | 1.1246 |
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- | No log | 5.9286 | 166 | 1.2160 | 0.2572 | 1.2160 | 1.1027 |
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- | No log | 6.0 | 168 | 1.1936 | 0.2953 | 1.1936 | 1.0925 |
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- | No log | 6.0714 | 170 | 1.1765 | 0.2716 | 1.1765 | 1.0847 |
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- | No log | 6.1429 | 172 | 1.1630 | 0.2883 | 1.1630 | 1.0784 |
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- | No log | 6.2143 | 174 | 1.1005 | 0.2579 | 1.1005 | 1.0490 |
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- | No log | 6.2857 | 176 | 1.0932 | 0.3256 | 1.0932 | 1.0456 |
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- | No log | 6.3571 | 178 | 1.0969 | 0.2919 | 1.0969 | 1.0473 |
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- | No log | 6.4286 | 180 | 1.0961 | 0.3113 | 1.0961 | 1.0469 |
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- | No log | 6.5 | 182 | 1.1779 | 0.3567 | 1.1779 | 1.0853 |
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- | No log | 6.5714 | 184 | 1.1689 | 0.2424 | 1.1689 | 1.0811 |
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- | No log | 6.6429 | 186 | 1.1296 | 0.2562 | 1.1296 | 1.0628 |
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- | No log | 6.7143 | 188 | 1.1146 | 0.2968 | 1.1146 | 1.0557 |
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- | No log | 6.7857 | 190 | 1.1432 | 0.1967 | 1.1432 | 1.0692 |
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- | No log | 6.8571 | 192 | 1.1464 | 0.2919 | 1.1464 | 1.0707 |
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- | No log | 6.9286 | 194 | 1.1803 | 0.2857 | 1.1803 | 1.0864 |
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- | No log | 7.0 | 196 | 1.2503 | 0.3222 | 1.2503 | 1.1182 |
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- | No log | 7.0714 | 198 | 1.2029 | 0.2270 | 1.2029 | 1.0968 |
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- | No log | 7.1429 | 200 | 1.1524 | 0.2755 | 1.1524 | 1.0735 |
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- | No log | 7.2143 | 202 | 1.1651 | 0.2353 | 1.1651 | 1.0794 |
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- | No log | 7.2857 | 204 | 1.1437 | 0.2306 | 1.1437 | 1.0694 |
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- | No log | 7.3571 | 206 | 1.1388 | 0.2432 | 1.1388 | 1.0671 |
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- | No log | 7.4286 | 208 | 1.1509 | 0.2230 | 1.1509 | 1.0728 |
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- | No log | 7.5 | 210 | 1.1432 | 0.2775 | 1.1432 | 1.0692 |
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- | No log | 7.5714 | 212 | 1.1366 | 0.2499 | 1.1366 | 1.0661 |
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- | No log | 7.6429 | 214 | 1.1229 | 0.2499 | 1.1229 | 1.0597 |
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- | No log | 7.7143 | 216 | 1.1325 | 0.2157 | 1.1325 | 1.0642 |
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- | No log | 7.7857 | 218 | 1.1392 | 0.2843 | 1.1392 | 1.0673 |
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- | No log | 7.8571 | 220 | 1.1638 | 0.2477 | 1.1638 | 1.0788 |
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- | No log | 7.9286 | 222 | 1.1700 | 0.1775 | 1.1700 | 1.0817 |
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- | No log | 8.0 | 224 | 1.1496 | 0.2079 | 1.1496 | 1.0722 |
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- | No log | 8.0714 | 226 | 1.1575 | 0.1960 | 1.1575 | 1.0759 |
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- | No log | 8.1429 | 228 | 1.1725 | 0.1960 | 1.1725 | 1.0828 |
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- | No log | 8.2143 | 230 | 1.2317 | 0.1873 | 1.2317 | 1.1098 |
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- | No log | 8.2857 | 232 | 1.2318 | 0.2382 | 1.2318 | 1.1099 |
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- | No log | 8.3571 | 234 | 1.2720 | 0.3196 | 1.2720 | 1.1278 |
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- | No log | 8.4286 | 236 | 1.2784 | 0.3086 | 1.2784 | 1.1307 |
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- | No log | 8.5 | 238 | 1.2407 | 0.2888 | 1.2407 | 1.1139 |
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- | No log | 8.5714 | 240 | 1.2083 | 0.2812 | 1.2083 | 1.0992 |
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- | No log | 8.6429 | 242 | 1.2168 | 0.2076 | 1.2168 | 1.1031 |
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- | No log | 8.7143 | 244 | 1.2199 | 0.2499 | 1.2199 | 1.1045 |
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- | No log | 8.7857 | 246 | 1.2387 | 0.2775 | 1.2387 | 1.1130 |
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- | No log | 8.8571 | 248 | 1.2606 | 0.1745 | 1.2606 | 1.1227 |
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- | No log | 8.9286 | 250 | 1.2848 | 0.2976 | 1.2848 | 1.1335 |
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- | No log | 9.0 | 252 | 1.2278 | 0.2227 | 1.2278 | 1.1081 |
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- | No log | 9.0714 | 254 | 1.2043 | 0.2599 | 1.2043 | 1.0974 |
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- | No log | 9.1429 | 256 | 1.1953 | 0.2707 | 1.1953 | 1.0933 |
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- | No log | 9.2143 | 258 | 1.1990 | 0.2518 | 1.1990 | 1.0950 |
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- | No log | 9.2857 | 260 | 1.2185 | 0.2229 | 1.2185 | 1.1039 |
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- | No log | 9.3571 | 262 | 1.2521 | 0.1832 | 1.2521 | 1.1190 |
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- | No log | 9.4286 | 264 | 1.2616 | 0.2165 | 1.2616 | 1.1232 |
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- | No log | 9.5 | 266 | 1.2868 | 0.1764 | 1.2868 | 1.1344 |
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- | No log | 9.5714 | 268 | 1.2431 | 0.1523 | 1.2431 | 1.1149 |
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- | No log | 9.6429 | 270 | 1.1624 | 0.2043 | 1.1624 | 1.0781 |
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- | No log | 9.7143 | 272 | 1.1577 | 0.2462 | 1.1577 | 1.0760 |
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- | No log | 9.7857 | 274 | 1.1568 | 0.1650 | 1.1568 | 1.0756 |
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- | No log | 9.8571 | 276 | 1.1552 | 0.2296 | 1.1552 | 1.0748 |
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- | No log | 9.9286 | 278 | 1.1485 | 0.2871 | 1.1485 | 1.0717 |
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- | No log | 10.0 | 280 | 1.1753 | 0.2352 | 1.1753 | 1.0841 |
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- | No log | 10.0714 | 282 | 1.1990 | 0.2060 | 1.1990 | 1.0950 |
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- | No log | 10.1429 | 284 | 1.1755 | 0.2409 | 1.1755 | 1.0842 |
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- | No log | 10.2143 | 286 | 1.1462 | 0.2539 | 1.1462 | 1.0706 |
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- | No log | 10.2857 | 288 | 1.1369 | 0.2447 | 1.1369 | 1.0663 |
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- | No log | 10.3571 | 290 | 1.1512 | 0.2244 | 1.1512 | 1.0730 |
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- | No log | 10.4286 | 292 | 1.1734 | 0.2176 | 1.1734 | 1.0832 |
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- | No log | 10.5 | 294 | 1.1467 | 0.3263 | 1.1467 | 1.0709 |
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- | No log | 10.5714 | 296 | 1.1586 | 0.2640 | 1.1586 | 1.0764 |
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- | No log | 10.6429 | 298 | 1.1565 | 0.2783 | 1.1565 | 1.0754 |
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- | No log | 10.7143 | 300 | 1.1576 | 0.2676 | 1.1576 | 1.0759 |
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- | No log | 10.7857 | 302 | 1.1898 | 0.2231 | 1.1898 | 1.0908 |
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- | No log | 10.8571 | 304 | 1.2803 | 0.2134 | 1.2803 | 1.1315 |
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- | No log | 10.9286 | 306 | 1.2934 | 0.2542 | 1.2934 | 1.1373 |
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- | No log | 11.0 | 308 | 1.2155 | 0.1919 | 1.2155 | 1.1025 |
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- | No log | 11.0714 | 310 | 1.2034 | 0.1667 | 1.2034 | 1.0970 |
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- | No log | 11.1429 | 312 | 1.2311 | 0.1919 | 1.2311 | 1.1096 |
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- | No log | 11.2143 | 314 | 1.2132 | 0.1977 | 1.2132 | 1.1015 |
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- | No log | 11.2857 | 316 | 1.1880 | 0.2100 | 1.1880 | 1.0899 |
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- | No log | 11.3571 | 318 | 1.2172 | 0.2745 | 1.2172 | 1.1033 |
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- | No log | 11.4286 | 320 | 1.2458 | 0.2822 | 1.2458 | 1.1162 |
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- | No log | 11.5 | 322 | 1.2642 | 0.2360 | 1.2642 | 1.1244 |
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- | No log | 11.5714 | 324 | 1.2453 | 0.2676 | 1.2453 | 1.1159 |
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- | No log | 11.6429 | 326 | 1.2361 | 0.2394 | 1.2361 | 1.1118 |
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- | No log | 11.7143 | 328 | 1.2343 | 0.2447 | 1.2343 | 1.1110 |
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- | No log | 11.7857 | 330 | 1.2257 | 0.2296 | 1.2257 | 1.1071 |
217
- | No log | 11.8571 | 332 | 1.2133 | 0.2253 | 1.2133 | 1.1015 |
218
- | No log | 11.9286 | 334 | 1.1963 | 0.1667 | 1.1963 | 1.0938 |
219
- | No log | 12.0 | 336 | 1.2266 | 0.1183 | 1.2266 | 1.1075 |
220
- | No log | 12.0714 | 338 | 1.2557 | 0.1026 | 1.2557 | 1.1206 |
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- | No log | 12.1429 | 340 | 1.1933 | 0.2477 | 1.1933 | 1.0924 |
222
- | No log | 12.2143 | 342 | 1.1749 | 0.2679 | 1.1749 | 1.0839 |
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- | No log | 12.2857 | 344 | 1.1866 | 0.3108 | 1.1866 | 1.0893 |
224
- | No log | 12.3571 | 346 | 1.1721 | 0.1951 | 1.1721 | 1.0826 |
225
- | No log | 12.4286 | 348 | 1.1784 | 0.2341 | 1.1784 | 1.0856 |
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- | No log | 12.5 | 350 | 1.1947 | 0.1273 | 1.1947 | 1.0930 |
227
- | No log | 12.5714 | 352 | 1.2142 | 0.2132 | 1.2142 | 1.1019 |
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- | No log | 12.6429 | 354 | 1.2372 | 0.1975 | 1.2372 | 1.1123 |
229
- | No log | 12.7143 | 356 | 1.2275 | 0.2132 | 1.2275 | 1.1079 |
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- | No log | 12.7857 | 358 | 1.2182 | 0.1683 | 1.2182 | 1.1037 |
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- | No log | 12.8571 | 360 | 1.2158 | 0.1590 | 1.2158 | 1.1027 |
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- | No log | 12.9286 | 362 | 1.2131 | 0.1903 | 1.2131 | 1.1014 |
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- | No log | 13.0 | 364 | 1.1923 | 0.1747 | 1.1923 | 1.0919 |
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- | No log | 13.0714 | 366 | 1.1928 | 0.1688 | 1.1928 | 1.0922 |
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- | No log | 13.1429 | 368 | 1.1989 | 0.1786 | 1.1989 | 1.0949 |
236
- | No log | 13.2143 | 370 | 1.1964 | 0.2199 | 1.1964 | 1.0938 |
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- | No log | 13.2857 | 372 | 1.2290 | 0.2263 | 1.2290 | 1.1086 |
238
- | No log | 13.3571 | 374 | 1.2156 | 0.2210 | 1.2156 | 1.1025 |
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- | No log | 13.4286 | 376 | 1.2014 | 0.1688 | 1.2014 | 1.0961 |
240
- | No log | 13.5 | 378 | 1.2030 | 0.2231 | 1.2030 | 1.0968 |
241
- | No log | 13.5714 | 380 | 1.1994 | 0.1761 | 1.1994 | 1.0952 |
242
- | No log | 13.6429 | 382 | 1.1712 | 0.1919 | 1.1712 | 1.0822 |
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- | No log | 13.7143 | 384 | 1.1565 | 0.1667 | 1.1565 | 1.0754 |
244
- | No log | 13.7857 | 386 | 1.1559 | 0.2300 | 1.1559 | 1.0751 |
245
- | No log | 13.8571 | 388 | 1.1593 | 0.2199 | 1.1593 | 1.0767 |
246
- | No log | 13.9286 | 390 | 1.1832 | 0.2007 | 1.1832 | 1.0878 |
247
- | No log | 14.0 | 392 | 1.1863 | 0.2643 | 1.1863 | 1.0892 |
248
- | No log | 14.0714 | 394 | 1.2050 | 0.2231 | 1.2050 | 1.0977 |
249
- | No log | 14.1429 | 396 | 1.2147 | 0.2231 | 1.2147 | 1.1021 |
250
- | No log | 14.2143 | 398 | 1.2377 | 0.1919 | 1.2377 | 1.1125 |
251
- | No log | 14.2857 | 400 | 1.2449 | 0.2019 | 1.2449 | 1.1158 |
252
- | No log | 14.3571 | 402 | 1.2246 | 0.2019 | 1.2246 | 1.1066 |
253
- | No log | 14.4286 | 404 | 1.1957 | 0.2341 | 1.1957 | 1.0935 |
254
- | No log | 14.5 | 406 | 1.1888 | 0.2394 | 1.1888 | 1.0903 |
255
- | No log | 14.5714 | 408 | 1.1871 | 0.2625 | 1.1871 | 1.0895 |
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- | No log | 14.6429 | 410 | 1.1978 | 0.2843 | 1.1978 | 1.0944 |
257
- | No log | 14.7143 | 412 | 1.2146 | 0.2745 | 1.2146 | 1.1021 |
258
- | No log | 14.7857 | 414 | 1.2226 | 0.2822 | 1.2226 | 1.1057 |
259
- | No log | 14.8571 | 416 | 1.2781 | 0.1276 | 1.2781 | 1.1306 |
260
- | No log | 14.9286 | 418 | 1.2773 | 0.2166 | 1.2773 | 1.1302 |
261
- | No log | 15.0 | 420 | 1.2723 | 0.2647 | 1.2723 | 1.1280 |
262
- | No log | 15.0714 | 422 | 1.2761 | 0.2550 | 1.2761 | 1.1296 |
263
- | No log | 15.1429 | 424 | 1.2772 | 0.1123 | 1.2772 | 1.1302 |
264
- | No log | 15.2143 | 426 | 1.3022 | 0.1012 | 1.3022 | 1.1411 |
265
- | No log | 15.2857 | 428 | 1.2704 | 0.1124 | 1.2704 | 1.1271 |
266
- | No log | 15.3571 | 430 | 1.2197 | 0.2545 | 1.2197 | 1.1044 |
267
- | No log | 15.4286 | 432 | 1.2036 | 0.2745 | 1.2036 | 1.0971 |
268
- | No log | 15.5 | 434 | 1.1906 | 0.2745 | 1.1906 | 1.0912 |
269
- | No log | 15.5714 | 436 | 1.1841 | 0.2673 | 1.1841 | 1.0882 |
270
- | No log | 15.6429 | 438 | 1.2303 | 0.1519 | 1.2303 | 1.1092 |
271
- | No log | 15.7143 | 440 | 1.2157 | 0.2375 | 1.2157 | 1.1026 |
272
- | No log | 15.7857 | 442 | 1.1535 | 0.4084 | 1.1535 | 1.0740 |
273
- | No log | 15.8571 | 444 | 1.1687 | 0.3062 | 1.1687 | 1.0810 |
274
- | No log | 15.9286 | 446 | 1.1781 | 0.2966 | 1.1781 | 1.0854 |
275
- | No log | 16.0 | 448 | 1.1647 | 0.3845 | 1.1647 | 1.0792 |
276
- | No log | 16.0714 | 450 | 1.1941 | 0.2974 | 1.1941 | 1.0927 |
277
- | No log | 16.1429 | 452 | 1.2328 | 0.2340 | 1.2328 | 1.1103 |
278
- | No log | 16.2143 | 454 | 1.1906 | 0.2974 | 1.1906 | 1.0912 |
279
- | No log | 16.2857 | 456 | 1.1457 | 0.3845 | 1.1457 | 1.0704 |
280
- | No log | 16.3571 | 458 | 1.1828 | 0.2221 | 1.1828 | 1.0876 |
281
- | No log | 16.4286 | 460 | 1.2046 | 0.2273 | 1.2046 | 1.0975 |
282
- | No log | 16.5 | 462 | 1.1613 | 0.2633 | 1.1613 | 1.0777 |
283
- | No log | 16.5714 | 464 | 1.1833 | 0.3109 | 1.1833 | 1.0878 |
284
- | No log | 16.6429 | 466 | 1.2356 | 0.1602 | 1.2356 | 1.1116 |
285
- | No log | 16.7143 | 468 | 1.1955 | 0.3186 | 1.1955 | 1.0934 |
286
- | No log | 16.7857 | 470 | 1.1261 | 0.2920 | 1.1261 | 1.0612 |
287
- | No log | 16.8571 | 472 | 1.1237 | 0.2794 | 1.1237 | 1.0600 |
288
- | No log | 16.9286 | 474 | 1.1406 | 0.2697 | 1.1406 | 1.0680 |
289
- | No log | 17.0 | 476 | 1.1334 | 0.2402 | 1.1334 | 1.0646 |
290
- | No log | 17.0714 | 478 | 1.1475 | 0.2394 | 1.1475 | 1.0712 |
291
- | No log | 17.1429 | 480 | 1.1504 | 0.2402 | 1.1504 | 1.0726 |
292
- | No log | 17.2143 | 482 | 1.1581 | 0.2499 | 1.1581 | 1.0762 |
293
- | No log | 17.2857 | 484 | 1.1663 | 0.2188 | 1.1663 | 1.0800 |
294
- | No log | 17.3571 | 486 | 1.1775 | 0.1992 | 1.1775 | 1.0851 |
295
- | No log | 17.4286 | 488 | 1.1800 | 0.2499 | 1.1800 | 1.0863 |
296
- | No log | 17.5 | 490 | 1.1769 | 0.2048 | 1.1769 | 1.0848 |
297
- | No log | 17.5714 | 492 | 1.1807 | 0.2048 | 1.1807 | 1.0866 |
298
- | No log | 17.6429 | 494 | 1.1856 | 0.2402 | 1.1856 | 1.0888 |
299
- | No log | 17.7143 | 496 | 1.2087 | 0.2417 | 1.2087 | 1.0994 |
300
- | No log | 17.7857 | 498 | 1.2045 | 0.2764 | 1.2045 | 1.0975 |
301
- | 0.3644 | 17.8571 | 500 | 1.1918 | 0.2745 | 1.1918 | 1.0917 |
302
- | 0.3644 | 17.9286 | 502 | 1.1791 | 0.2394 | 1.1791 | 1.0859 |
303
- | 0.3644 | 18.0 | 504 | 1.1669 | 0.2394 | 1.1669 | 1.0802 |
304
- | 0.3644 | 18.0714 | 506 | 1.1495 | 0.2793 | 1.1495 | 1.0721 |
305
- | 0.3644 | 18.1429 | 508 | 1.1465 | 0.2499 | 1.1465 | 1.0708 |
306
- | 0.3644 | 18.2143 | 510 | 1.1449 | 0.2775 | 1.1449 | 1.0700 |
307
- | 0.3644 | 18.2857 | 512 | 1.1391 | 0.3113 | 1.1391 | 1.0673 |
308
- | 0.3644 | 18.3571 | 514 | 1.1350 | 0.2679 | 1.1350 | 1.0654 |
309
- | 0.3644 | 18.4286 | 516 | 1.1343 | 0.3113 | 1.1343 | 1.0650 |
310
- | 0.3644 | 18.5 | 518 | 1.1432 | 0.2386 | 1.1432 | 1.0692 |
311
- | 0.3644 | 18.5714 | 520 | 1.1579 | 0.2121 | 1.1579 | 1.0760 |
312
- | 0.3644 | 18.6429 | 522 | 1.1514 | 0.2231 | 1.1514 | 1.0730 |
313
- | 0.3644 | 18.7143 | 524 | 1.1342 | 0.2843 | 1.1342 | 1.0650 |
314
- | 0.3644 | 18.7857 | 526 | 1.1281 | 0.2253 | 1.1281 | 1.0621 |
315
- | 0.3644 | 18.8571 | 528 | 1.1263 | 0.2584 | 1.1263 | 1.0613 |
316
- | 0.3644 | 18.9286 | 530 | 1.1241 | 0.2629 | 1.1241 | 1.0602 |
317
- | 0.3644 | 19.0 | 532 | 1.1322 | 0.2822 | 1.1322 | 1.0641 |
318
- | 0.3644 | 19.0714 | 534 | 1.1688 | 0.3427 | 1.1688 | 1.0811 |
319
- | 0.3644 | 19.1429 | 536 | 1.1509 | 0.3674 | 1.1509 | 1.0728 |
320
- | 0.3644 | 19.2143 | 538 | 1.1484 | 0.2966 | 1.1484 | 1.0716 |
321
- | 0.3644 | 19.2857 | 540 | 1.1847 | 0.2697 | 1.1847 | 1.0885 |
322
- | 0.3644 | 19.3571 | 542 | 1.2105 | 0.2697 | 1.2105 | 1.1002 |
323
- | 0.3644 | 19.4286 | 544 | 1.1992 | 0.2966 | 1.1992 | 1.0951 |
324
- | 0.3644 | 19.5 | 546 | 1.2199 | 0.3040 | 1.2199 | 1.1045 |
325
- | 0.3644 | 19.5714 | 548 | 1.2539 | 0.2184 | 1.2539 | 1.1198 |
326
- | 0.3644 | 19.6429 | 550 | 1.2178 | 0.2258 | 1.2178 | 1.1036 |
327
- | 0.3644 | 19.7143 | 552 | 1.1533 | 0.2893 | 1.1533 | 1.0739 |
328
- | 0.3644 | 19.7857 | 554 | 1.1547 | 0.2665 | 1.1547 | 1.0746 |
329
- | 0.3644 | 19.8571 | 556 | 1.1821 | 0.2319 | 1.1821 | 1.0872 |
330
- | 0.3644 | 19.9286 | 558 | 1.1768 | 0.2319 | 1.1768 | 1.0848 |
331
- | 0.3644 | 20.0 | 560 | 1.1655 | 0.2647 | 1.1655 | 1.0796 |
332
- | 0.3644 | 20.0714 | 562 | 1.1714 | 0.2545 | 1.1714 | 1.0823 |
333
 
334
 
335
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k4_task2_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_run3_AugV5_k4_task2_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: 1.4608
19
+ - Qwk: 0.0564
20
+ - Mse: 1.4608
21
+ - Rmse: 1.2086
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0952 | 2 | 4.5342 | 0.0010 | 4.5342 | 2.1294 |
53
+ | No log | 0.1905 | 4 | 2.5551 | 0.0514 | 2.5551 | 1.5985 |
54
+ | No log | 0.2857 | 6 | 2.2937 | -0.0173 | 2.2937 | 1.5145 |
55
+ | No log | 0.3810 | 8 | 1.6292 | -0.0970 | 1.6292 | 1.2764 |
56
+ | No log | 0.4762 | 10 | 1.4234 | -0.0753 | 1.4234 | 1.1931 |
57
+ | No log | 0.5714 | 12 | 1.3155 | 0.1432 | 1.3155 | 1.1469 |
58
+ | No log | 0.6667 | 14 | 1.3959 | 0.0385 | 1.3959 | 1.1815 |
59
+ | No log | 0.7619 | 16 | 1.2973 | 0.1507 | 1.2973 | 1.1390 |
60
+ | No log | 0.8571 | 18 | 1.2514 | 0.1546 | 1.2514 | 1.1187 |
61
+ | No log | 0.9524 | 20 | 1.2700 | 0.0682 | 1.2700 | 1.1269 |
62
+ | No log | 1.0476 | 22 | 1.2150 | 0.1043 | 1.2150 | 1.1023 |
63
+ | No log | 1.1429 | 24 | 1.1815 | 0.2257 | 1.1815 | 1.0870 |
64
+ | No log | 1.2381 | 26 | 1.2165 | 0.1483 | 1.2165 | 1.1029 |
65
+ | No log | 1.3333 | 28 | 1.2657 | 0.0561 | 1.2657 | 1.1250 |
66
+ | No log | 1.4286 | 30 | 1.2475 | 0.1168 | 1.2475 | 1.1169 |
67
+ | No log | 1.5238 | 32 | 1.2354 | 0.1601 | 1.2354 | 1.1115 |
68
+ | No log | 1.6190 | 34 | 1.2527 | -0.0010 | 1.2527 | 1.1193 |
69
+ | No log | 1.7143 | 36 | 1.2296 | 0.1107 | 1.2296 | 1.1089 |
70
+ | No log | 1.8095 | 38 | 1.2188 | 0.1852 | 1.2188 | 1.1040 |
71
+ | No log | 1.9048 | 40 | 1.2132 | 0.1671 | 1.2132 | 1.1014 |
72
+ | No log | 2.0 | 42 | 1.2244 | 0.1242 | 1.2244 | 1.1065 |
73
+ | No log | 2.0952 | 44 | 1.2619 | 0.1834 | 1.2619 | 1.1233 |
74
+ | No log | 2.1905 | 46 | 1.2881 | 0.1271 | 1.2881 | 1.1350 |
75
+ | No log | 2.2857 | 48 | 1.2412 | 0.1671 | 1.2412 | 1.1141 |
76
+ | No log | 2.3810 | 50 | 1.2320 | 0.1671 | 1.2320 | 1.1099 |
77
+ | No log | 2.4762 | 52 | 1.2739 | 0.1271 | 1.2739 | 1.1287 |
78
+ | No log | 2.5714 | 54 | 1.2907 | 0.0722 | 1.2907 | 1.1361 |
79
+ | No log | 2.6667 | 56 | 1.3877 | 0.1107 | 1.3877 | 1.1780 |
80
+ | No log | 2.7619 | 58 | 1.2879 | 0.0817 | 1.2879 | 1.1349 |
81
+ | No log | 2.8571 | 60 | 1.1940 | 0.1343 | 1.1940 | 1.0927 |
82
+ | No log | 2.9524 | 62 | 1.2098 | 0.1176 | 1.2098 | 1.0999 |
83
+ | No log | 3.0476 | 64 | 1.2083 | 0.0427 | 1.2083 | 1.0992 |
84
+ | No log | 3.1429 | 66 | 1.1702 | 0.1379 | 1.1702 | 1.0817 |
85
+ | No log | 3.2381 | 68 | 1.1681 | 0.1546 | 1.1681 | 1.0808 |
86
+ | No log | 3.3333 | 70 | 1.1718 | 0.1379 | 1.1718 | 1.0825 |
87
+ | No log | 3.4286 | 72 | 1.2112 | 0.0599 | 1.2112 | 1.1005 |
88
+ | No log | 3.5238 | 74 | 1.1886 | 0.1546 | 1.1886 | 1.0902 |
89
+ | No log | 3.6190 | 76 | 1.2060 | 0.1379 | 1.2060 | 1.0982 |
90
+ | No log | 3.7143 | 78 | 1.2312 | 0.1211 | 1.2312 | 1.1096 |
91
+ | No log | 3.8095 | 80 | 1.1808 | 0.1767 | 1.1808 | 1.0866 |
92
+ | No log | 3.9048 | 82 | 1.2513 | 0.1457 | 1.2513 | 1.1186 |
93
+ | No log | 4.0 | 84 | 1.2323 | 0.1271 | 1.2323 | 1.1101 |
94
+ | No log | 4.0952 | 86 | 1.2262 | 0.1443 | 1.2262 | 1.1074 |
95
+ | No log | 4.1905 | 88 | 1.3031 | 0.1910 | 1.3031 | 1.1415 |
96
+ | No log | 4.2857 | 90 | 1.3161 | 0.1764 | 1.3161 | 1.1472 |
97
+ | No log | 4.3810 | 92 | 1.2797 | 0.1335 | 1.2797 | 1.1313 |
98
+ | No log | 4.4762 | 94 | 1.3543 | 0.1018 | 1.3543 | 1.1637 |
99
+ | No log | 4.5714 | 96 | 1.2782 | 0.1239 | 1.2782 | 1.1306 |
100
+ | No log | 4.6667 | 98 | 1.2810 | 0.1093 | 1.2810 | 1.1318 |
101
+ | No log | 4.7619 | 100 | 1.2686 | 0.1089 | 1.2686 | 1.1263 |
102
+ | No log | 4.8571 | 102 | 1.2734 | 0.1590 | 1.2734 | 1.1285 |
103
+ | No log | 4.9524 | 104 | 1.2660 | 0.2043 | 1.2660 | 1.1252 |
104
+ | No log | 5.0476 | 106 | 1.3297 | 0.2894 | 1.3297 | 1.1531 |
105
+ | No log | 5.1429 | 108 | 1.3725 | 0.3044 | 1.3725 | 1.1715 |
106
+ | No log | 5.2381 | 110 | 1.3416 | 0.3308 | 1.3416 | 1.1583 |
107
+ | No log | 5.3333 | 112 | 1.3318 | 0.1430 | 1.3318 | 1.1540 |
108
+ | No log | 5.4286 | 114 | 1.3143 | 0.2154 | 1.3143 | 1.1464 |
109
+ | No log | 5.5238 | 116 | 1.2854 | 0.1952 | 1.2854 | 1.1338 |
110
+ | No log | 5.6190 | 118 | 1.3049 | 0.1952 | 1.3049 | 1.1423 |
111
+ | No log | 5.7143 | 120 | 1.2981 | 0.1814 | 1.2981 | 1.1394 |
112
+ | No log | 5.8095 | 122 | 1.3118 | 0.2060 | 1.3118 | 1.1453 |
113
+ | No log | 5.9048 | 124 | 1.3962 | 0.2738 | 1.3962 | 1.1816 |
114
+ | No log | 6.0 | 126 | 1.4922 | 0.2238 | 1.4922 | 1.2215 |
115
+ | No log | 6.0952 | 128 | 1.5503 | 0.1967 | 1.5503 | 1.2451 |
116
+ | No log | 6.1905 | 130 | 1.4965 | 0.1893 | 1.4965 | 1.2233 |
117
+ | No log | 6.2857 | 132 | 1.3908 | 0.1753 | 1.3908 | 1.1793 |
118
+ | No log | 6.3810 | 134 | 1.4531 | 0.1000 | 1.4531 | 1.2055 |
119
+ | No log | 6.4762 | 136 | 1.3697 | 0.2417 | 1.3697 | 1.1703 |
120
+ | No log | 6.5714 | 138 | 1.5553 | 0.2301 | 1.5553 | 1.2471 |
121
+ | No log | 6.6667 | 140 | 1.6126 | 0.2270 | 1.6126 | 1.2699 |
122
+ | No log | 6.7619 | 142 | 1.4748 | 0.2595 | 1.4748 | 1.2144 |
123
+ | No log | 6.8571 | 144 | 1.3108 | 0.1541 | 1.3108 | 1.1449 |
124
+ | No log | 6.9524 | 146 | 1.4708 | 0.0827 | 1.4708 | 1.2128 |
125
+ | No log | 7.0476 | 148 | 1.4793 | 0.0758 | 1.4793 | 1.2163 |
126
+ | No log | 7.1429 | 150 | 1.3097 | 0.1081 | 1.3097 | 1.1444 |
127
+ | No log | 7.2381 | 152 | 1.3101 | 0.1903 | 1.3101 | 1.1446 |
128
+ | No log | 7.3333 | 154 | 1.4358 | 0.1554 | 1.4358 | 1.1983 |
129
+ | No log | 7.4286 | 156 | 1.4875 | 0.1162 | 1.4875 | 1.2196 |
130
+ | No log | 7.5238 | 158 | 1.4650 | 0.1608 | 1.4650 | 1.2104 |
131
+ | No log | 7.6190 | 160 | 1.3215 | 0.1576 | 1.3215 | 1.1496 |
132
+ | No log | 7.7143 | 162 | 1.2469 | 0.2522 | 1.2469 | 1.1167 |
133
+ | No log | 7.8095 | 164 | 1.2657 | 0.1874 | 1.2657 | 1.1250 |
134
+ | No log | 7.9048 | 166 | 1.3619 | 0.2045 | 1.3619 | 1.1670 |
135
+ | No log | 8.0 | 168 | 1.5608 | 0.2374 | 1.5608 | 1.2493 |
136
+ | No log | 8.0952 | 170 | 1.6331 | 0.1918 | 1.6331 | 1.2779 |
137
+ | No log | 8.1905 | 172 | 1.5213 | 0.1968 | 1.5213 | 1.2334 |
138
+ | No log | 8.2857 | 174 | 1.3800 | 0.1712 | 1.3800 | 1.1747 |
139
+ | No log | 8.3810 | 176 | 1.4612 | 0.1063 | 1.4612 | 1.2088 |
140
+ | No log | 8.4762 | 178 | 1.5328 | 0.0750 | 1.5328 | 1.2380 |
141
+ | No log | 8.5714 | 180 | 1.4414 | 0.0308 | 1.4414 | 1.2006 |
142
+ | No log | 8.6667 | 182 | 1.4286 | 0.0778 | 1.4286 | 1.1952 |
143
+ | No log | 8.7619 | 184 | 1.5092 | 0.2313 | 1.5092 | 1.2285 |
144
+ | No log | 8.8571 | 186 | 1.6159 | 0.1771 | 1.6159 | 1.2712 |
145
+ | No log | 8.9524 | 188 | 1.5781 | 0.0961 | 1.5781 | 1.2562 |
146
+ | No log | 9.0476 | 190 | 1.5424 | 0.0416 | 1.5424 | 1.2419 |
147
+ | No log | 9.1429 | 192 | 1.5804 | 0.0330 | 1.5804 | 1.2571 |
148
+ | No log | 9.2381 | 194 | 1.6189 | 0.0741 | 1.6189 | 1.2724 |
149
+ | No log | 9.3333 | 196 | 1.6119 | 0.1129 | 1.6119 | 1.2696 |
150
+ | No log | 9.4286 | 198 | 1.5405 | 0.1851 | 1.5405 | 1.2412 |
151
+ | No log | 9.5238 | 200 | 1.5027 | 0.3093 | 1.5027 | 1.2258 |
152
+ | No log | 9.6190 | 202 | 1.4844 | 0.2844 | 1.4844 | 1.2184 |
153
+ | No log | 9.7143 | 204 | 1.3982 | 0.1654 | 1.3982 | 1.1825 |
154
+ | No log | 9.8095 | 206 | 1.3635 | 0.1431 | 1.3635 | 1.1677 |
155
+ | No log | 9.9048 | 208 | 1.3807 | 0.1712 | 1.3807 | 1.1750 |
156
+ | No log | 10.0 | 210 | 1.4666 | 0.2494 | 1.4666 | 1.2110 |
157
+ | No log | 10.0952 | 212 | 1.5953 | 0.2172 | 1.5953 | 1.2631 |
158
+ | No log | 10.1905 | 214 | 1.5525 | 0.2468 | 1.5525 | 1.2460 |
159
+ | No log | 10.2857 | 216 | 1.4527 | 0.2028 | 1.4527 | 1.2053 |
160
+ | No log | 10.3810 | 218 | 1.4037 | 0.2438 | 1.4037 | 1.1848 |
161
+ | No log | 10.4762 | 220 | 1.4827 | 0.2020 | 1.4827 | 1.2177 |
162
+ | No log | 10.5714 | 222 | 1.6613 | 0.1135 | 1.6613 | 1.2889 |
163
+ | No log | 10.6667 | 224 | 1.7173 | 0.1095 | 1.7173 | 1.3105 |
164
+ | No log | 10.7619 | 226 | 1.6003 | 0.1843 | 1.6003 | 1.2650 |
165
+ | No log | 10.8571 | 228 | 1.5284 | 0.1886 | 1.5284 | 1.2363 |
166
+ | No log | 10.9524 | 230 | 1.5034 | 0.2213 | 1.5034 | 1.2261 |
167
+ | No log | 11.0476 | 232 | 1.5379 | 0.2065 | 1.5379 | 1.2401 |
168
+ | No log | 11.1429 | 234 | 1.4964 | 0.1935 | 1.4964 | 1.2233 |
169
+ | No log | 11.2381 | 236 | 1.5318 | 0.1801 | 1.5318 | 1.2377 |
170
+ | No log | 11.3333 | 238 | 1.6668 | 0.1386 | 1.6668 | 1.2910 |
171
+ | No log | 11.4286 | 240 | 1.8672 | 0.1686 | 1.8672 | 1.3665 |
172
+ | No log | 11.5238 | 242 | 1.8373 | 0.1026 | 1.8373 | 1.3555 |
173
+ | No log | 11.6190 | 244 | 1.6561 | 0.1683 | 1.6561 | 1.2869 |
174
+ | No log | 11.7143 | 246 | 1.4900 | 0.1427 | 1.4900 | 1.2206 |
175
+ | No log | 11.8095 | 248 | 1.4727 | 0.0898 | 1.4727 | 1.2135 |
176
+ | No log | 11.9048 | 250 | 1.5427 | 0.2201 | 1.5427 | 1.2420 |
177
+ | No log | 12.0 | 252 | 1.6971 | 0.1425 | 1.6971 | 1.3027 |
178
+ | No log | 12.0952 | 254 | 1.7899 | 0.0805 | 1.7899 | 1.3379 |
179
+ | No log | 12.1905 | 256 | 1.6693 | 0.1373 | 1.6693 | 1.2920 |
180
+ | No log | 12.2857 | 258 | 1.5379 | 0.1901 | 1.5379 | 1.2401 |
181
+ | No log | 12.3810 | 260 | 1.5078 | 0.1553 | 1.5078 | 1.2279 |
182
+ | No log | 12.4762 | 262 | 1.5367 | 0.1807 | 1.5367 | 1.2396 |
183
+ | No log | 12.5714 | 264 | 1.5051 | 0.2275 | 1.5051 | 1.2268 |
184
+ | No log | 12.6667 | 266 | 1.4952 | 0.2704 | 1.4952 | 1.2228 |
185
+ | No log | 12.7619 | 268 | 1.5062 | 0.2574 | 1.5062 | 1.2273 |
186
+ | No log | 12.8571 | 270 | 1.5254 | 0.2757 | 1.5254 | 1.2351 |
187
+ | No log | 12.9524 | 272 | 1.4858 | 0.2881 | 1.4858 | 1.2189 |
188
+ | No log | 13.0476 | 274 | 1.4316 | 0.2313 | 1.4316 | 1.1965 |
189
+ | No log | 13.1429 | 276 | 1.3771 | 0.2195 | 1.3771 | 1.1735 |
190
+ | No log | 13.2381 | 278 | 1.3761 | 0.2288 | 1.3761 | 1.1731 |
191
+ | No log | 13.3333 | 280 | 1.4941 | 0.2647 | 1.4941 | 1.2223 |
192
+ | No log | 13.4286 | 282 | 1.6667 | 0.1697 | 1.6667 | 1.2910 |
193
+ | No log | 13.5238 | 284 | 1.6538 | 0.1697 | 1.6538 | 1.2860 |
194
+ | No log | 13.6190 | 286 | 1.5121 | 0.2217 | 1.5121 | 1.2297 |
195
+ | No log | 13.7143 | 288 | 1.4515 | 0.2301 | 1.4515 | 1.2048 |
196
+ | No log | 13.8095 | 290 | 1.4209 | 0.2403 | 1.4209 | 1.1920 |
197
+ | No log | 13.9048 | 292 | 1.4246 | 0.2132 | 1.4246 | 1.1936 |
198
+ | No log | 14.0 | 294 | 1.4459 | 0.1226 | 1.4459 | 1.2025 |
199
+ | No log | 14.0952 | 296 | 1.5256 | 0.0987 | 1.5256 | 1.2351 |
200
+ | No log | 14.1905 | 298 | 1.5108 | 0.0987 | 1.5108 | 1.2292 |
201
+ | No log | 14.2857 | 300 | 1.4112 | 0.2195 | 1.4112 | 1.1879 |
202
+ | No log | 14.3810 | 302 | 1.3862 | 0.1903 | 1.3862 | 1.1774 |
203
+ | No log | 14.4762 | 304 | 1.4559 | 0.2574 | 1.4559 | 1.2066 |
204
+ | No log | 14.5714 | 306 | 1.5190 | 0.1254 | 1.5190 | 1.2325 |
205
+ | No log | 14.6667 | 308 | 1.4931 | 0.1334 | 1.4931 | 1.2219 |
206
+ | No log | 14.7619 | 310 | 1.5414 | 0.1152 | 1.5414 | 1.2415 |
207
+ | No log | 14.8571 | 312 | 1.5260 | 0.1583 | 1.5260 | 1.2353 |
208
+ | No log | 14.9524 | 314 | 1.4578 | 0.1535 | 1.4578 | 1.2074 |
209
+ | No log | 15.0476 | 316 | 1.3683 | 0.1654 | 1.3683 | 1.1697 |
210
+ | No log | 15.1429 | 318 | 1.3774 | 0.1658 | 1.3774 | 1.1736 |
211
+ | No log | 15.2381 | 320 | 1.4197 | 0.2195 | 1.4197 | 1.1915 |
212
+ | No log | 15.3333 | 322 | 1.5227 | 0.1585 | 1.5227 | 1.2340 |
213
+ | No log | 15.4286 | 324 | 1.6537 | 0.1884 | 1.6537 | 1.2860 |
214
+ | No log | 15.5238 | 326 | 1.6634 | 0.1726 | 1.6634 | 1.2897 |
215
+ | No log | 15.6190 | 328 | 1.6071 | 0.1935 | 1.6071 | 1.2677 |
216
+ | No log | 15.7143 | 330 | 1.5227 | 0.1022 | 1.5227 | 1.2340 |
217
+ | No log | 15.8095 | 332 | 1.5399 | 0.1364 | 1.5399 | 1.2409 |
218
+ | No log | 15.9048 | 334 | 1.5806 | 0.1143 | 1.5806 | 1.2572 |
219
+ | No log | 16.0 | 336 | 1.7106 | 0.1811 | 1.7106 | 1.3079 |
220
+ | No log | 16.0952 | 338 | 1.8116 | 0.1810 | 1.8115 | 1.3459 |
221
+ | No log | 16.1905 | 340 | 1.8145 | 0.1604 | 1.8145 | 1.3470 |
222
+ | No log | 16.2857 | 342 | 1.7247 | 0.1917 | 1.7247 | 1.3133 |
223
+ | No log | 16.3810 | 344 | 1.5879 | 0.2371 | 1.5879 | 1.2601 |
224
+ | No log | 16.4762 | 346 | 1.4569 | 0.2090 | 1.4569 | 1.2070 |
225
+ | No log | 16.5714 | 348 | 1.4183 | 0.0722 | 1.4183 | 1.1909 |
226
+ | No log | 16.6667 | 350 | 1.4134 | 0.0625 | 1.4134 | 1.1889 |
227
+ | No log | 16.7619 | 352 | 1.4054 | 0.0664 | 1.4054 | 1.1855 |
228
+ | No log | 16.8571 | 354 | 1.4941 | 0.1761 | 1.4941 | 1.2223 |
229
+ | No log | 16.9524 | 356 | 1.5856 | 0.0907 | 1.5856 | 1.2592 |
230
+ | No log | 17.0476 | 358 | 1.5800 | 0.1041 | 1.5800 | 1.2570 |
231
+ | No log | 17.1429 | 360 | 1.5024 | 0.1084 | 1.5024 | 1.2257 |
232
+ | No log | 17.2381 | 362 | 1.4799 | 0.0257 | 1.4799 | 1.2165 |
233
+ | No log | 17.3333 | 364 | 1.5007 | -0.0097 | 1.5007 | 1.2250 |
234
+ | No log | 17.4286 | 366 | 1.4781 | 0.0099 | 1.4781 | 1.2158 |
235
+ | No log | 17.5238 | 368 | 1.4527 | 0.1465 | 1.4527 | 1.2053 |
236
+ | No log | 17.6190 | 370 | 1.4439 | 0.1857 | 1.4439 | 1.2016 |
237
+ | No log | 17.7143 | 372 | 1.4378 | 0.1559 | 1.4378 | 1.1991 |
238
+ | No log | 17.8095 | 374 | 1.4441 | 0.1559 | 1.4441 | 1.2017 |
239
+ | No log | 17.9048 | 376 | 1.4380 | 0.0827 | 1.4380 | 1.1992 |
240
+ | No log | 18.0 | 378 | 1.4484 | 0.0263 | 1.4484 | 1.2035 |
241
+ | No log | 18.0952 | 380 | 1.4526 | 0.1405 | 1.4526 | 1.2052 |
242
+ | No log | 18.1905 | 382 | 1.5105 | 0.1766 | 1.5105 | 1.2290 |
243
+ | No log | 18.2857 | 384 | 1.6219 | 0.1205 | 1.6219 | 1.2735 |
244
+ | No log | 18.3810 | 386 | 1.6567 | 0.1305 | 1.6567 | 1.2871 |
245
+ | No log | 18.4762 | 388 | 1.5985 | 0.0323 | 1.5985 | 1.2643 |
246
+ | No log | 18.5714 | 390 | 1.5924 | 0.0323 | 1.5924 | 1.2619 |
247
+ | No log | 18.6667 | 392 | 1.6999 | 0.1161 | 1.6999 | 1.3038 |
248
+ | No log | 18.7619 | 394 | 1.7840 | 0.1123 | 1.7840 | 1.3357 |
249
+ | No log | 18.8571 | 396 | 1.7110 | 0.1399 | 1.7110 | 1.3080 |
250
+ | No log | 18.9524 | 398 | 1.6018 | 0.1455 | 1.6018 | 1.2656 |
251
+ | No log | 19.0476 | 400 | 1.5271 | 0.1334 | 1.5271 | 1.2358 |
252
+ | No log | 19.1429 | 402 | 1.4571 | 0.2184 | 1.4571 | 1.2071 |
253
+ | No log | 19.2381 | 404 | 1.4432 | 0.2381 | 1.4432 | 1.2013 |
254
+ | No log | 19.3333 | 406 | 1.4439 | 0.2100 | 1.4439 | 1.2016 |
255
+ | No log | 19.4286 | 408 | 1.4259 | 0.1463 | 1.4259 | 1.1941 |
256
+ | No log | 19.5238 | 410 | 1.4489 | 0.1850 | 1.4489 | 1.2037 |
257
+ | No log | 19.6190 | 412 | 1.4914 | 0.1517 | 1.4914 | 1.2212 |
258
+ | No log | 19.7143 | 414 | 1.5853 | 0.1631 | 1.5853 | 1.2591 |
259
+ | No log | 19.8095 | 416 | 1.7272 | 0.1306 | 1.7272 | 1.3142 |
260
+ | No log | 19.9048 | 418 | 1.7417 | 0.1353 | 1.7417 | 1.3197 |
261
+ | No log | 20.0 | 420 | 1.6923 | 0.0807 | 1.6923 | 1.3009 |
262
+ | No log | 20.0952 | 422 | 1.6401 | 0.0679 | 1.6401 | 1.2806 |
263
+ | No log | 20.1905 | 424 | 1.5981 | 0.0707 | 1.5981 | 1.2642 |
264
+ | No log | 20.2857 | 426 | 1.6159 | 0.0303 | 1.6159 | 1.2712 |
265
+ | No log | 20.3810 | 428 | 1.6519 | 0.1060 | 1.6519 | 1.2853 |
266
+ | No log | 20.4762 | 430 | 1.7116 | 0.1280 | 1.7116 | 1.3083 |
267
+ | No log | 20.5714 | 432 | 1.6689 | 0.0961 | 1.6689 | 1.2919 |
268
+ | No log | 20.6667 | 434 | 1.6211 | 0.0685 | 1.6211 | 1.2732 |
269
+ | No log | 20.7619 | 436 | 1.5962 | 0.0618 | 1.5962 | 1.2634 |
270
+ | No log | 20.8571 | 438 | 1.5939 | 0.0478 | 1.5939 | 1.2625 |
271
+ | No log | 20.9524 | 440 | 1.5683 | 0.0999 | 1.5683 | 1.2523 |
272
+ | No log | 21.0476 | 442 | 1.4807 | 0.1248 | 1.4807 | 1.2168 |
273
+ | No log | 21.1429 | 444 | 1.4622 | 0.0731 | 1.4622 | 1.2092 |
274
+ | No log | 21.2381 | 446 | 1.4642 | 0.1559 | 1.4642 | 1.2100 |
275
+ | No log | 21.3333 | 448 | 1.5198 | 0.1280 | 1.5198 | 1.2328 |
276
+ | No log | 21.4286 | 450 | 1.6475 | 0.1331 | 1.6475 | 1.2835 |
277
+ | No log | 21.5238 | 452 | 1.6658 | 0.1575 | 1.6658 | 1.2906 |
278
+ | No log | 21.6190 | 454 | 1.5940 | 0.1770 | 1.5940 | 1.2625 |
279
+ | No log | 21.7143 | 456 | 1.4907 | 0.1140 | 1.4907 | 1.2209 |
280
+ | No log | 21.8095 | 458 | 1.4462 | 0.1190 | 1.4462 | 1.2026 |
281
+ | No log | 21.9048 | 460 | 1.4527 | 0.1484 | 1.4527 | 1.2053 |
282
+ | No log | 22.0 | 462 | 1.5333 | 0.1549 | 1.5333 | 1.2383 |
283
+ | No log | 22.0952 | 464 | 1.6085 | 0.1256 | 1.6085 | 1.2683 |
284
+ | No log | 22.1905 | 466 | 1.5671 | 0.1713 | 1.5671 | 1.2519 |
285
+ | No log | 22.2857 | 468 | 1.4803 | 0.1135 | 1.4803 | 1.2167 |
286
+ | No log | 22.3810 | 470 | 1.4049 | 0.1312 | 1.4049 | 1.1853 |
287
+ | No log | 22.4762 | 472 | 1.3771 | 0.1248 | 1.3771 | 1.1735 |
288
+ | No log | 22.5714 | 474 | 1.3631 | 0.1153 | 1.3631 | 1.1675 |
289
+ | No log | 22.6667 | 476 | 1.3641 | 0.1654 | 1.3641 | 1.1680 |
290
+ | No log | 22.7619 | 478 | 1.3874 | 0.1557 | 1.3874 | 1.1779 |
291
+ | No log | 22.8571 | 480 | 1.4618 | 0.1608 | 1.4618 | 1.2090 |
292
+ | No log | 22.9524 | 482 | 1.4706 | 0.1659 | 1.4706 | 1.2127 |
293
+ | No log | 23.0476 | 484 | 1.4149 | 0.1745 | 1.4149 | 1.1895 |
294
+ | No log | 23.1429 | 486 | 1.3523 | 0.2291 | 1.3523 | 1.1629 |
295
+ | No log | 23.2381 | 488 | 1.3206 | 0.2291 | 1.3206 | 1.1492 |
296
+ | No log | 23.3333 | 490 | 1.3409 | 0.2291 | 1.3409 | 1.1580 |
297
+ | No log | 23.4286 | 492 | 1.4088 | 0.1517 | 1.4088 | 1.1869 |
298
+ | No log | 23.5238 | 494 | 1.4599 | 0.1196 | 1.4599 | 1.2083 |
299
+ | No log | 23.6190 | 496 | 1.4476 | 0.1517 | 1.4476 | 1.2032 |
300
+ | No log | 23.7143 | 498 | 1.4094 | 0.2000 | 1.4094 | 1.1872 |
301
+ | 0.3427 | 23.8095 | 500 | 1.4477 | 0.1428 | 1.4477 | 1.2032 |
302
+ | 0.3427 | 23.9048 | 502 | 1.4993 | 0.1570 | 1.4993 | 1.2244 |
303
+ | 0.3427 | 24.0 | 504 | 1.5861 | 0.1149 | 1.5861 | 1.2594 |
304
+ | 0.3427 | 24.0952 | 506 | 1.6975 | 0.1953 | 1.6975 | 1.3029 |
305
+ | 0.3427 | 24.1905 | 508 | 1.7348 | 0.2232 | 1.7348 | 1.3171 |
306
+ | 0.3427 | 24.2857 | 510 | 1.7229 | 0.2232 | 1.7229 | 1.3126 |
307
+ | 0.3427 | 24.3810 | 512 | 1.6204 | 0.1483 | 1.6204 | 1.2730 |
308
+ | 0.3427 | 24.4762 | 514 | 1.5725 | 0.1687 | 1.5725 | 1.2540 |
309
+ | 0.3427 | 24.5714 | 516 | 1.5060 | 0.0921 | 1.5060 | 1.2272 |
310
+ | 0.3427 | 24.6667 | 518 | 1.4808 | 0.0707 | 1.4808 | 1.2169 |
311
+ | 0.3427 | 24.7619 | 520 | 1.5043 | 0.0858 | 1.5043 | 1.2265 |
312
+ | 0.3427 | 24.8571 | 522 | 1.4767 | 0.0169 | 1.4767 | 1.2152 |
313
+ | 0.3427 | 24.9524 | 524 | 1.4608 | 0.0564 | 1.4608 | 1.2086 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
314
 
315
 
316
  ### Framework versions
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