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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task7_organization

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  1. README.md +528 -261
  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_run2_AugV5_k7_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k7_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9670
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- - Qwk: 0.1598
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- - Mse: 0.9670
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- - Rmse: 0.9834
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  ## Model description
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@@ -49,261 +49,528 @@ 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 | 0.0588 | 2 | 2.7868 | -0.0983 | 2.7868 | 1.6694 |
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- | No log | 0.1176 | 4 | 1.6412 | -0.0431 | 1.6412 | 1.2811 |
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- | No log | 0.1765 | 6 | 1.2533 | -0.1037 | 1.2533 | 1.1195 |
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- | No log | 0.2353 | 8 | 1.1201 | -0.0658 | 1.1201 | 1.0584 |
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- | No log | 0.2941 | 10 | 1.2108 | -0.1006 | 1.2108 | 1.1003 |
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- | No log | 0.3529 | 12 | 1.4126 | -0.1501 | 1.4126 | 1.1885 |
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- | No log | 0.4118 | 14 | 1.3077 | -0.1330 | 1.3077 | 1.1435 |
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- | No log | 0.4706 | 16 | 1.1197 | 0.0553 | 1.1197 | 1.0581 |
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- | No log | 0.5294 | 18 | 1.0932 | 0.0524 | 1.0932 | 1.0456 |
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- | No log | 0.5882 | 20 | 1.0293 | 0.0563 | 1.0293 | 1.0145 |
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- | No log | 0.6471 | 22 | 1.0893 | 0.0952 | 1.0893 | 1.0437 |
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- | No log | 0.7059 | 24 | 1.0267 | 0.0948 | 1.0267 | 1.0133 |
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- | No log | 0.7647 | 26 | 1.0913 | 0.0990 | 1.0913 | 1.0446 |
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- | No log | 0.8235 | 28 | 1.0416 | 0.0627 | 1.0416 | 1.0206 |
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- | No log | 0.8824 | 30 | 0.9197 | 0.1918 | 0.9197 | 0.9590 |
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- | No log | 0.9412 | 32 | 0.9215 | 0.2285 | 0.9215 | 0.9599 |
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- | No log | 1.0 | 34 | 0.8830 | 0.1522 | 0.8830 | 0.9397 |
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- | No log | 1.0588 | 36 | 1.0216 | 0.0021 | 1.0216 | 1.0107 |
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- | No log | 1.1176 | 38 | 1.0187 | 0.0041 | 1.0187 | 1.0093 |
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- | No log | 1.1765 | 40 | 0.8970 | 0.1294 | 0.8970 | 0.9471 |
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- | No log | 1.2353 | 42 | 0.8714 | 0.0552 | 0.8714 | 0.9335 |
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- | No log | 1.2941 | 44 | 0.8754 | 0.2285 | 0.8754 | 0.9356 |
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- | No log | 1.3529 | 46 | 0.9651 | 0.1866 | 0.9651 | 0.9824 |
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- | No log | 1.4118 | 48 | 0.9683 | 0.2285 | 0.9683 | 0.9840 |
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- | No log | 1.4706 | 50 | 0.9417 | 0.1260 | 0.9417 | 0.9704 |
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- | No log | 1.5294 | 52 | 0.9798 | 0.1531 | 0.9798 | 0.9899 |
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- | No log | 1.5882 | 54 | 1.0965 | 0.1178 | 1.0965 | 1.0472 |
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- | No log | 1.6471 | 56 | 1.0602 | 0.1396 | 1.0602 | 1.0297 |
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- | No log | 1.7059 | 58 | 1.0466 | 0.0909 | 1.0466 | 1.0230 |
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- | No log | 1.7647 | 60 | 1.1466 | 0.0483 | 1.1466 | 1.0708 |
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- | No log | 1.8235 | 62 | 1.0984 | -0.0239 | 1.0984 | 1.0481 |
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- | No log | 1.8824 | 64 | 1.0253 | 0.0903 | 1.0253 | 1.0126 |
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- | No log | 1.9412 | 66 | 1.0951 | 0.1144 | 1.0951 | 1.0465 |
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- | No log | 2.0 | 68 | 1.0482 | 0.0958 | 1.0482 | 1.0238 |
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- | No log | 2.0588 | 70 | 0.9411 | 0.2285 | 0.9411 | 0.9701 |
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- | No log | 2.1176 | 72 | 0.9111 | 0.0623 | 0.9111 | 0.9545 |
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- | No log | 2.1765 | 74 | 0.9953 | 0.0041 | 0.9953 | 0.9976 |
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- | No log | 2.2353 | 76 | 1.0357 | 0.0353 | 1.0357 | 1.0177 |
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- | No log | 2.2941 | 78 | 1.1168 | 0.0796 | 1.1168 | 1.0568 |
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- | No log | 2.3529 | 80 | 1.1310 | 0.0378 | 1.1310 | 1.0635 |
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- | No log | 2.4118 | 82 | 1.1698 | 0.0643 | 1.1698 | 1.0816 |
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- | No log | 2.4706 | 84 | 1.1744 | 0.0404 | 1.1744 | 1.0837 |
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- | No log | 2.5294 | 86 | 1.2310 | 0.0341 | 1.2310 | 1.1095 |
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- | No log | 2.5882 | 88 | 1.2642 | -0.0384 | 1.2642 | 1.1243 |
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- | No log | 2.6471 | 90 | 1.2605 | -0.0137 | 1.2605 | 1.1227 |
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- | No log | 2.7059 | 92 | 1.2939 | -0.0435 | 1.2939 | 1.1375 |
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- | No log | 2.7647 | 94 | 1.2687 | 0.0126 | 1.2687 | 1.1264 |
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- | No log | 2.8235 | 96 | 1.2454 | 0.0332 | 1.2454 | 1.1160 |
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- | No log | 2.8824 | 98 | 1.2297 | 0.0763 | 1.2297 | 1.1089 |
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- | No log | 2.9412 | 100 | 1.2008 | 0.0439 | 1.2008 | 1.0958 |
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- | No log | 3.0 | 102 | 1.1942 | 0.0160 | 1.1942 | 1.0928 |
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- | No log | 3.0588 | 104 | 1.1741 | 0.0145 | 1.1741 | 1.0836 |
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- | No log | 3.1176 | 106 | 1.1368 | 0.0787 | 1.1368 | 1.0662 |
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- | No log | 3.1765 | 108 | 1.1396 | 0.0941 | 1.1396 | 1.0675 |
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- | No log | 3.2353 | 110 | 1.1320 | 0.1256 | 1.1320 | 1.0640 |
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- | No log | 3.2941 | 112 | 1.1709 | 0.0184 | 1.1709 | 1.0821 |
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- | No log | 3.3529 | 114 | 1.2150 | 0.0122 | 1.2150 | 1.1023 |
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- | No log | 3.4118 | 116 | 1.1439 | 0.0327 | 1.1439 | 1.0695 |
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- | No log | 3.4706 | 118 | 1.1033 | 0.1179 | 1.1033 | 1.0504 |
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- | No log | 3.5294 | 120 | 1.1159 | 0.0792 | 1.1159 | 1.0564 |
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- | No log | 3.5882 | 122 | 1.1162 | 0.1066 | 1.1162 | 1.0565 |
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- | No log | 3.6471 | 124 | 1.1311 | 0.1762 | 1.1311 | 1.0635 |
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- | No log | 3.7059 | 126 | 1.1534 | 0.1500 | 1.1534 | 1.0740 |
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- | No log | 3.7647 | 128 | 1.0948 | 0.1374 | 1.0948 | 1.0463 |
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- | No log | 3.8235 | 130 | 1.1329 | 0.0557 | 1.1329 | 1.0644 |
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- | No log | 3.8824 | 132 | 1.1588 | 0.0592 | 1.1588 | 1.0765 |
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- | No log | 3.9412 | 134 | 1.1202 | 0.1136 | 1.1202 | 1.0584 |
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- | No log | 4.0 | 136 | 1.1472 | -0.0146 | 1.1472 | 1.0711 |
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- | No log | 4.0588 | 138 | 1.1547 | -0.0450 | 1.1547 | 1.0746 |
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- | No log | 4.1176 | 140 | 1.0486 | 0.0310 | 1.0486 | 1.0240 |
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- | No log | 4.1765 | 142 | 1.0895 | 0.0995 | 1.0895 | 1.0438 |
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- | No log | 4.2353 | 144 | 1.1598 | 0.1238 | 1.1598 | 1.0769 |
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- | No log | 4.2941 | 146 | 1.1043 | 0.1493 | 1.1043 | 1.0509 |
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- | No log | 4.3529 | 148 | 0.9801 | 0.1222 | 0.9801 | 0.9900 |
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- | No log | 4.4118 | 150 | 1.0084 | 0.0415 | 1.0084 | 1.0042 |
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- | No log | 4.4706 | 152 | 1.1368 | -0.0084 | 1.1368 | 1.0662 |
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- | No log | 4.5294 | 154 | 1.1126 | 0.0449 | 1.1126 | 1.0548 |
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- | No log | 4.5882 | 156 | 1.0415 | 0.2192 | 1.0415 | 1.0205 |
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- | No log | 4.6471 | 158 | 1.1007 | 0.1623 | 1.1007 | 1.0491 |
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- | No log | 4.7059 | 160 | 1.2604 | 0.1979 | 1.2604 | 1.1227 |
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- | No log | 4.7647 | 162 | 1.2573 | 0.2155 | 1.2573 | 1.1213 |
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- | No log | 4.8235 | 164 | 1.1107 | 0.1940 | 1.1107 | 1.0539 |
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- | No log | 4.8824 | 166 | 1.0541 | 0.1829 | 1.0541 | 1.0267 |
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- | No log | 4.9412 | 168 | 1.0891 | 0.1088 | 1.0891 | 1.0436 |
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- | No log | 5.0 | 170 | 1.0570 | 0.0117 | 1.0570 | 1.0281 |
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- | No log | 5.0588 | 172 | 1.0005 | 0.1672 | 1.0005 | 1.0003 |
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- | No log | 5.1176 | 174 | 1.0314 | 0.0792 | 1.0314 | 1.0156 |
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- | No log | 5.1765 | 176 | 1.1311 | 0.1843 | 1.1311 | 1.0635 |
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- | No log | 5.2353 | 178 | 1.1426 | 0.1803 | 1.1426 | 1.0689 |
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- | No log | 5.2941 | 180 | 1.0674 | 0.1826 | 1.0674 | 1.0331 |
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- | No log | 5.3529 | 182 | 0.9677 | 0.1213 | 0.9677 | 0.9837 |
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- | No log | 5.4118 | 184 | 1.0242 | 0.1741 | 1.0242 | 1.0120 |
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- | No log | 5.4706 | 186 | 1.0986 | 0.0463 | 1.0986 | 1.0481 |
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- | No log | 5.5294 | 188 | 1.0468 | 0.2222 | 1.0468 | 1.0231 |
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- | No log | 5.5882 | 190 | 1.0352 | 0.1100 | 1.0352 | 1.0175 |
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- | No log | 5.6471 | 192 | 1.1143 | 0.1926 | 1.1143 | 1.0556 |
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- | No log | 5.7059 | 194 | 1.1384 | 0.2055 | 1.1384 | 1.0669 |
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- | No log | 5.7647 | 196 | 1.1055 | 0.1819 | 1.1055 | 1.0514 |
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- | No log | 5.8235 | 198 | 1.0294 | 0.1310 | 1.0294 | 1.0146 |
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- | No log | 5.8824 | 200 | 1.0144 | 0.1325 | 1.0144 | 1.0072 |
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- | No log | 5.9412 | 202 | 1.1041 | 0.0415 | 1.1041 | 1.0508 |
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- | No log | 6.0 | 204 | 1.1323 | 0.0367 | 1.1323 | 1.0641 |
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- | No log | 6.0588 | 206 | 1.1284 | 0.0977 | 1.1284 | 1.0623 |
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- | No log | 6.1176 | 208 | 1.1816 | 0.1137 | 1.1816 | 1.0870 |
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- | No log | 6.1765 | 210 | 1.2486 | 0.0911 | 1.2486 | 1.1174 |
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- | No log | 6.2353 | 212 | 1.2926 | 0.1170 | 1.2926 | 1.1369 |
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- | No log | 6.2941 | 214 | 1.3036 | 0.1113 | 1.3036 | 1.1417 |
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- | No log | 6.3529 | 216 | 1.2553 | 0.1077 | 1.2553 | 1.1204 |
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- | No log | 6.4118 | 218 | 1.1920 | 0.0541 | 1.1920 | 1.0918 |
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- | No log | 6.4706 | 220 | 1.1324 | -0.0314 | 1.1324 | 1.0641 |
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- | No log | 6.5294 | 222 | 1.0961 | -0.0598 | 1.0961 | 1.0470 |
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- | No log | 6.5882 | 224 | 1.0754 | 0.0218 | 1.0754 | 1.0370 |
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- | No log | 6.6471 | 226 | 1.0588 | 0.0218 | 1.0588 | 1.0290 |
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- | No log | 6.7059 | 228 | 1.0387 | 0.0218 | 1.0387 | 1.0192 |
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- | No log | 6.7647 | 230 | 1.0239 | 0.1181 | 1.0239 | 1.0119 |
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- | No log | 6.8235 | 232 | 1.0161 | 0.1141 | 1.0161 | 1.0080 |
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- | No log | 6.8824 | 234 | 0.9969 | 0.1587 | 0.9969 | 0.9985 |
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- | No log | 6.9412 | 236 | 0.9502 | 0.1636 | 0.9502 | 0.9748 |
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- | No log | 7.0 | 238 | 0.9376 | 0.0200 | 0.9376 | 0.9683 |
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- | No log | 7.0588 | 240 | 0.9354 | 0.0200 | 0.9354 | 0.9671 |
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- | No log | 7.1176 | 242 | 0.9421 | 0.0930 | 0.9421 | 0.9706 |
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- | No log | 7.1765 | 244 | 0.9486 | 0.2149 | 0.9486 | 0.9740 |
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- | No log | 7.2353 | 246 | 0.9685 | 0.2383 | 0.9685 | 0.9841 |
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- | No log | 7.2941 | 248 | 0.9406 | 0.1452 | 0.9406 | 0.9698 |
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- | No log | 7.3529 | 250 | 0.9216 | 0.0552 | 0.9216 | 0.9600 |
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- | No log | 7.4118 | 252 | 0.9111 | 0.1264 | 0.9111 | 0.9545 |
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- | No log | 7.4706 | 254 | 0.9361 | 0.1850 | 0.9361 | 0.9675 |
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- | No log | 7.5294 | 256 | 0.9581 | 0.2498 | 0.9581 | 0.9788 |
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- | No log | 7.5882 | 258 | 0.9603 | 0.1222 | 0.9603 | 0.9799 |
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- | No log | 7.6471 | 260 | 0.9688 | 0.1444 | 0.9688 | 0.9843 |
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- | No log | 7.7059 | 262 | 0.9882 | 0.2077 | 0.9882 | 0.9941 |
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- | No log | 7.7647 | 264 | 0.9994 | 0.2305 | 0.9994 | 0.9997 |
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- | No log | 7.8235 | 266 | 0.9951 | 0.2305 | 0.9951 | 0.9976 |
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- | No log | 7.8824 | 268 | 0.9576 | 0.2691 | 0.9576 | 0.9785 |
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- | No log | 7.9412 | 270 | 0.9579 | 0.1901 | 0.9579 | 0.9787 |
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- | No log | 8.0 | 272 | 0.9720 | 0.2129 | 0.9720 | 0.9859 |
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- | No log | 8.0588 | 274 | 0.9099 | 0.0892 | 0.9099 | 0.9539 |
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- | No log | 8.1176 | 276 | 0.8927 | 0.0364 | 0.8927 | 0.9448 |
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- | No log | 8.1765 | 278 | 0.9292 | 0.0774 | 0.9292 | 0.9640 |
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- | No log | 8.2353 | 280 | 0.9306 | 0.2034 | 0.9306 | 0.9647 |
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- | No log | 8.2941 | 282 | 0.9566 | 0.1662 | 0.9566 | 0.9781 |
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- | No log | 8.3529 | 284 | 1.0926 | 0.1461 | 1.0926 | 1.0453 |
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- | No log | 8.4118 | 286 | 1.1792 | 0.1948 | 1.1792 | 1.0859 |
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- | No log | 8.4706 | 288 | 1.1161 | 0.1948 | 1.1161 | 1.0564 |
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- | No log | 8.5294 | 290 | 1.0184 | 0.1598 | 1.0184 | 1.0092 |
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- | No log | 8.5882 | 292 | 1.0451 | 0.1479 | 1.0451 | 1.0223 |
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- | No log | 8.6471 | 294 | 1.0888 | 0.0830 | 1.0888 | 1.0435 |
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- | No log | 8.7059 | 296 | 1.1212 | 0.0073 | 1.1212 | 1.0589 |
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- | No log | 8.7647 | 298 | 1.1534 | 0.1369 | 1.1534 | 1.0740 |
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- | No log | 8.8235 | 300 | 1.1828 | 0.1013 | 1.1828 | 1.0876 |
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- | No log | 8.8824 | 302 | 1.1654 | 0.1210 | 1.1654 | 1.0795 |
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- | No log | 8.9412 | 304 | 1.1348 | 0.0719 | 1.1348 | 1.0653 |
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- | No log | 9.0 | 306 | 1.1373 | 0.1077 | 1.1373 | 1.0664 |
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- | No log | 9.0588 | 308 | 1.1648 | 0.0752 | 1.1648 | 1.0793 |
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- | No log | 9.1176 | 310 | 1.2250 | 0.0613 | 1.2250 | 1.1068 |
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- | No log | 9.1765 | 312 | 1.2253 | 0.0904 | 1.2253 | 1.1069 |
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- | No log | 9.2353 | 314 | 1.1989 | 0.0931 | 1.1989 | 1.0949 |
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- | No log | 9.2941 | 316 | 1.1016 | 0.1525 | 1.1016 | 1.0496 |
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- | No log | 9.3529 | 318 | 1.0220 | 0.1179 | 1.0220 | 1.0109 |
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- | No log | 9.4118 | 320 | 0.9956 | 0.0892 | 0.9956 | 0.9978 |
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- | No log | 9.4706 | 322 | 1.0216 | 0.0747 | 1.0216 | 1.0108 |
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- | No log | 9.5294 | 324 | 1.0892 | 0.1628 | 1.0892 | 1.0437 |
214
- | No log | 9.5882 | 326 | 1.2445 | 0.0802 | 1.2445 | 1.1156 |
215
- | No log | 9.6471 | 328 | 1.2887 | 0.1687 | 1.2887 | 1.1352 |
216
- | No log | 9.7059 | 330 | 1.2252 | 0.1412 | 1.2252 | 1.1069 |
217
- | No log | 9.7647 | 332 | 1.0971 | 0.0994 | 1.0971 | 1.0474 |
218
- | No log | 9.8235 | 334 | 1.0413 | 0.0787 | 1.0413 | 1.0204 |
219
- | No log | 9.8824 | 336 | 1.0069 | 0.0490 | 1.0069 | 1.0034 |
220
- | No log | 9.9412 | 338 | 0.9909 | 0.0552 | 0.9909 | 0.9955 |
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- | No log | 10.0 | 340 | 1.0011 | 0.1181 | 1.0011 | 1.0006 |
222
- | No log | 10.0588 | 342 | 1.0131 | 0.1103 | 1.0131 | 1.0065 |
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- | No log | 10.1176 | 344 | 1.0343 | 0.1103 | 1.0343 | 1.0170 |
224
- | No log | 10.1765 | 346 | 1.0424 | 0.1103 | 1.0424 | 1.0210 |
225
- | No log | 10.2353 | 348 | 1.0283 | 0.1495 | 1.0283 | 1.0140 |
226
- | No log | 10.2941 | 350 | 1.0558 | 0.0722 | 1.0558 | 1.0275 |
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- | No log | 10.3529 | 352 | 1.0584 | 0.1617 | 1.0584 | 1.0288 |
228
- | No log | 10.4118 | 354 | 1.0160 | 0.1718 | 1.0160 | 1.0080 |
229
- | No log | 10.4706 | 356 | 0.9772 | 0.2116 | 0.9772 | 0.9885 |
230
- | No log | 10.5294 | 358 | 0.9447 | 0.1495 | 0.9447 | 0.9720 |
231
- | No log | 10.5882 | 360 | 0.9720 | 0.1495 | 0.9720 | 0.9859 |
232
- | No log | 10.6471 | 362 | 1.0283 | 0.1362 | 1.0283 | 1.0140 |
233
- | No log | 10.7059 | 364 | 1.1082 | 0.1528 | 1.1082 | 1.0527 |
234
- | No log | 10.7647 | 366 | 1.2098 | 0.2277 | 1.2098 | 1.0999 |
235
- | No log | 10.8235 | 368 | 1.2499 | 0.1536 | 1.2499 | 1.1180 |
236
- | No log | 10.8824 | 370 | 1.2801 | 0.0905 | 1.2801 | 1.1314 |
237
- | No log | 10.9412 | 372 | 1.2745 | 0.1293 | 1.2745 | 1.1290 |
238
- | No log | 11.0 | 374 | 1.3101 | 0.1293 | 1.3101 | 1.1446 |
239
- | No log | 11.0588 | 376 | 1.3589 | 0.0996 | 1.3589 | 1.1657 |
240
- | No log | 11.1176 | 378 | 1.2845 | 0.1198 | 1.2845 | 1.1334 |
241
- | No log | 11.1765 | 380 | 1.1949 | 0.1262 | 1.1949 | 1.0931 |
242
- | No log | 11.2353 | 382 | 1.1214 | 0.0728 | 1.1214 | 1.0590 |
243
- | No log | 11.2941 | 384 | 1.0927 | 0.0728 | 1.0927 | 1.0453 |
244
- | No log | 11.3529 | 386 | 1.1077 | 0.0352 | 1.1077 | 1.0525 |
245
- | No log | 11.4118 | 388 | 1.1313 | 0.1493 | 1.1313 | 1.0636 |
246
- | No log | 11.4706 | 390 | 1.1152 | 0.0927 | 1.1152 | 1.0560 |
247
- | No log | 11.5294 | 392 | 1.1227 | 0.1214 | 1.1228 | 1.0596 |
248
- | No log | 11.5882 | 394 | 1.1174 | 0.0927 | 1.1174 | 1.0571 |
249
- | No log | 11.6471 | 396 | 1.1627 | 0.1214 | 1.1627 | 1.0783 |
250
- | No log | 11.7059 | 398 | 1.2069 | 0.1308 | 1.2069 | 1.0986 |
251
- | No log | 11.7647 | 400 | 1.2026 | 0.1736 | 1.2026 | 1.0966 |
252
- | No log | 11.8235 | 402 | 1.1162 | 0.0611 | 1.1162 | 1.0565 |
253
- | No log | 11.8824 | 404 | 1.0597 | 0.1450 | 1.0597 | 1.0294 |
254
- | No log | 11.9412 | 406 | 1.0776 | 0.1450 | 1.0776 | 1.0381 |
255
- | No log | 12.0 | 408 | 1.0902 | 0.0782 | 1.0902 | 1.0441 |
256
- | No log | 12.0588 | 410 | 1.1267 | 0.2439 | 1.1267 | 1.0615 |
257
- | No log | 12.1176 | 412 | 1.1914 | 0.1492 | 1.1914 | 1.0915 |
258
- | No log | 12.1765 | 414 | 1.1905 | 0.1787 | 1.1905 | 1.0911 |
259
- | No log | 12.2353 | 416 | 1.1053 | 0.2164 | 1.1053 | 1.0513 |
260
- | No log | 12.2941 | 418 | 1.0003 | 0.2692 | 1.0003 | 1.0002 |
261
- | No log | 12.3529 | 420 | 0.9569 | 0.1541 | 0.9569 | 0.9782 |
262
- | No log | 12.4118 | 422 | 0.9611 | 0.1541 | 0.9611 | 0.9803 |
263
- | No log | 12.4706 | 424 | 1.0196 | 0.1800 | 1.0196 | 1.0097 |
264
- | No log | 12.5294 | 426 | 1.0915 | 0.1500 | 1.0915 | 1.0447 |
265
- | No log | 12.5882 | 428 | 1.1377 | 0.1923 | 1.1377 | 1.0667 |
266
- | No log | 12.6471 | 430 | 1.0959 | 0.1986 | 1.0959 | 1.0468 |
267
- | No log | 12.7059 | 432 | 1.0439 | 0.2027 | 1.0439 | 1.0217 |
268
- | No log | 12.7647 | 434 | 1.0021 | 0.1495 | 1.0021 | 1.0010 |
269
- | No log | 12.8235 | 436 | 0.9730 | 0.2527 | 0.9730 | 0.9864 |
270
- | No log | 12.8824 | 438 | 0.9454 | 0.2227 | 0.9454 | 0.9723 |
271
- | No log | 12.9412 | 440 | 0.9307 | 0.2285 | 0.9307 | 0.9647 |
272
- | No log | 13.0 | 442 | 0.9275 | 0.1901 | 0.9275 | 0.9631 |
273
- | No log | 13.0588 | 444 | 0.9416 | 0.1495 | 0.9416 | 0.9704 |
274
- | No log | 13.1176 | 446 | 0.9414 | 0.0896 | 0.9414 | 0.9703 |
275
- | No log | 13.1765 | 448 | 0.9444 | 0.0903 | 0.9444 | 0.9718 |
276
- | No log | 13.2353 | 450 | 0.9576 | 0.0899 | 0.9576 | 0.9786 |
277
- | No log | 13.2941 | 452 | 0.9663 | 0.0899 | 0.9663 | 0.9830 |
278
- | No log | 13.3529 | 454 | 0.9862 | 0.1176 | 0.9862 | 0.9931 |
279
- | No log | 13.4118 | 456 | 1.0120 | 0.1066 | 1.0120 | 1.0060 |
280
- | No log | 13.4706 | 458 | 1.0189 | 0.1030 | 1.0189 | 1.0094 |
281
- | No log | 13.5294 | 460 | 0.9813 | 0.1183 | 0.9813 | 0.9906 |
282
- | No log | 13.5882 | 462 | 0.9457 | 0.1268 | 0.9457 | 0.9725 |
283
- | No log | 13.6471 | 464 | 0.9122 | 0.1268 | 0.9122 | 0.9551 |
284
- | No log | 13.7059 | 466 | 0.9044 | 0.1268 | 0.9044 | 0.9510 |
285
- | No log | 13.7647 | 468 | 0.8985 | 0.0552 | 0.8985 | 0.9479 |
286
- | No log | 13.8235 | 470 | 0.8999 | 0.0933 | 0.8999 | 0.9486 |
287
- | No log | 13.8824 | 472 | 0.9300 | 0.0236 | 0.9300 | 0.9644 |
288
- | No log | 13.9412 | 474 | 1.0085 | 0.2784 | 1.0085 | 1.0042 |
289
- | No log | 14.0 | 476 | 1.0918 | 0.1461 | 1.0918 | 1.0449 |
290
- | No log | 14.0588 | 478 | 1.2463 | 0.1147 | 1.2463 | 1.1164 |
291
- | No log | 14.1176 | 480 | 1.3106 | 0.1758 | 1.3106 | 1.1448 |
292
- | No log | 14.1765 | 482 | 1.2348 | 0.1949 | 1.2348 | 1.1112 |
293
- | No log | 14.2353 | 484 | 1.1172 | 0.1651 | 1.1172 | 1.0570 |
294
- | No log | 14.2941 | 486 | 1.0186 | 0.1504 | 1.0186 | 1.0092 |
295
- | No log | 14.3529 | 488 | 1.0110 | 0.0573 | 1.0110 | 1.0055 |
296
- | No log | 14.4118 | 490 | 1.0322 | 0.1603 | 1.0322 | 1.0160 |
297
- | No log | 14.4706 | 492 | 1.0449 | 0.2109 | 1.0449 | 1.0222 |
298
- | No log | 14.5294 | 494 | 1.1229 | 0.1014 | 1.1229 | 1.0597 |
299
- | No log | 14.5882 | 496 | 1.1735 | 0.1536 | 1.1735 | 1.0833 |
300
- | No log | 14.6471 | 498 | 1.1638 | 0.1645 | 1.1638 | 1.0788 |
301
- | 0.316 | 14.7059 | 500 | 1.0757 | 0.1911 | 1.0757 | 1.0371 |
302
- | 0.316 | 14.7647 | 502 | 0.9705 | 0.1065 | 0.9705 | 0.9852 |
303
- | 0.316 | 14.8235 | 504 | 0.9369 | 0.1268 | 0.9369 | 0.9679 |
304
- | 0.316 | 14.8824 | 506 | 0.9404 | 0.1268 | 0.9404 | 0.9697 |
305
- | 0.316 | 14.9412 | 508 | 0.9600 | 0.1598 | 0.9600 | 0.9798 |
306
- | 0.316 | 15.0 | 510 | 0.9670 | 0.1598 | 0.9670 | 0.9834 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k6_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.5157
19
+ - Qwk: 0.4949
20
+ - Mse: 0.5157
21
+ - Rmse: 0.7181
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0625 | 2 | 2.6559 | -0.0262 | 2.6559 | 1.6297 |
53
+ | No log | 0.125 | 4 | 1.3900 | 0.0547 | 1.3900 | 1.1790 |
54
+ | No log | 0.1875 | 6 | 1.0669 | -0.1255 | 1.0669 | 1.0329 |
55
+ | No log | 0.25 | 8 | 0.9765 | -0.0138 | 0.9765 | 0.9882 |
56
+ | No log | 0.3125 | 10 | 0.7910 | 0.1946 | 0.7910 | 0.8894 |
57
+ | No log | 0.375 | 12 | 0.7176 | 0.3396 | 0.7176 | 0.8471 |
58
+ | No log | 0.4375 | 14 | 0.7726 | 0.2743 | 0.7726 | 0.8790 |
59
+ | No log | 0.5 | 16 | 0.7145 | 0.2099 | 0.7145 | 0.8453 |
60
+ | No log | 0.5625 | 18 | 0.8071 | 0.2142 | 0.8071 | 0.8984 |
61
+ | No log | 0.625 | 20 | 0.7293 | 0.1268 | 0.7293 | 0.8540 |
62
+ | No log | 0.6875 | 22 | 0.6946 | 0.2206 | 0.6946 | 0.8334 |
63
+ | No log | 0.75 | 24 | 0.6694 | 0.1903 | 0.6694 | 0.8182 |
64
+ | No log | 0.8125 | 26 | 0.6766 | 0.3243 | 0.6766 | 0.8225 |
65
+ | No log | 0.875 | 28 | 1.0763 | 0.2977 | 1.0763 | 1.0374 |
66
+ | No log | 0.9375 | 30 | 1.2644 | 0.2734 | 1.2644 | 1.1244 |
67
+ | No log | 1.0 | 32 | 0.8841 | 0.3497 | 0.8841 | 0.9402 |
68
+ | No log | 1.0625 | 34 | 0.6360 | 0.3354 | 0.6360 | 0.7975 |
69
+ | No log | 1.125 | 36 | 0.8009 | 0.3173 | 0.8009 | 0.8949 |
70
+ | No log | 1.1875 | 38 | 0.8290 | 0.3230 | 0.8290 | 0.9105 |
71
+ | No log | 1.25 | 40 | 0.6821 | 0.2740 | 0.6821 | 0.8259 |
72
+ | No log | 1.3125 | 42 | 0.6279 | 0.2916 | 0.6279 | 0.7924 |
73
+ | No log | 1.375 | 44 | 0.5954 | 0.3228 | 0.5954 | 0.7716 |
74
+ | No log | 1.4375 | 46 | 0.6737 | 0.3972 | 0.6737 | 0.8208 |
75
+ | No log | 1.5 | 48 | 0.8564 | 0.4161 | 0.8564 | 0.9254 |
76
+ | No log | 1.5625 | 50 | 0.7961 | 0.4064 | 0.7961 | 0.8922 |
77
+ | No log | 1.625 | 52 | 0.6360 | 0.4307 | 0.6360 | 0.7975 |
78
+ | No log | 1.6875 | 54 | 0.5575 | 0.3170 | 0.5575 | 0.7467 |
79
+ | No log | 1.75 | 56 | 0.7069 | 0.4743 | 0.7069 | 0.8408 |
80
+ | No log | 1.8125 | 58 | 0.7453 | 0.4901 | 0.7453 | 0.8633 |
81
+ | No log | 1.875 | 60 | 0.6113 | 0.5233 | 0.6113 | 0.7819 |
82
+ | No log | 1.9375 | 62 | 0.5631 | 0.5505 | 0.5631 | 0.7504 |
83
+ | No log | 2.0 | 64 | 0.6530 | 0.4628 | 0.6530 | 0.8081 |
84
+ | No log | 2.0625 | 66 | 0.6997 | 0.4476 | 0.6997 | 0.8365 |
85
+ | No log | 2.125 | 68 | 0.5563 | 0.4705 | 0.5563 | 0.7458 |
86
+ | No log | 2.1875 | 70 | 0.5803 | 0.5078 | 0.5803 | 0.7618 |
87
+ | No log | 2.25 | 72 | 0.6962 | 0.5003 | 0.6962 | 0.8344 |
88
+ | No log | 2.3125 | 74 | 0.6910 | 0.5003 | 0.6910 | 0.8313 |
89
+ | No log | 2.375 | 76 | 0.5903 | 0.4389 | 0.5903 | 0.7683 |
90
+ | No log | 2.4375 | 78 | 0.5504 | 0.5111 | 0.5504 | 0.7419 |
91
+ | No log | 2.5 | 80 | 0.8331 | 0.4484 | 0.8331 | 0.9127 |
92
+ | No log | 2.5625 | 82 | 0.9831 | 0.3503 | 0.9831 | 0.9915 |
93
+ | No log | 2.625 | 84 | 0.8303 | 0.3933 | 0.8303 | 0.9112 |
94
+ | No log | 2.6875 | 86 | 0.7186 | 0.4230 | 0.7186 | 0.8477 |
95
+ | No log | 2.75 | 88 | 0.5891 | 0.3701 | 0.5891 | 0.7675 |
96
+ | No log | 2.8125 | 90 | 0.5614 | 0.4001 | 0.5614 | 0.7493 |
97
+ | No log | 2.875 | 92 | 0.5698 | 0.4001 | 0.5698 | 0.7548 |
98
+ | No log | 2.9375 | 94 | 0.6452 | 0.5067 | 0.6452 | 0.8033 |
99
+ | No log | 3.0 | 96 | 0.6889 | 0.4568 | 0.6889 | 0.8300 |
100
+ | No log | 3.0625 | 98 | 0.5939 | 0.5209 | 0.5939 | 0.7707 |
101
+ | No log | 3.125 | 100 | 0.6083 | 0.3523 | 0.6083 | 0.7799 |
102
+ | No log | 3.1875 | 102 | 0.6003 | 0.4729 | 0.6003 | 0.7748 |
103
+ | No log | 3.25 | 104 | 0.5351 | 0.6426 | 0.5351 | 0.7315 |
104
+ | No log | 3.3125 | 106 | 0.7177 | 0.4382 | 0.7177 | 0.8472 |
105
+ | No log | 3.375 | 108 | 0.7162 | 0.4721 | 0.7162 | 0.8463 |
106
+ | No log | 3.4375 | 110 | 0.6015 | 0.5538 | 0.6015 | 0.7756 |
107
+ | No log | 3.5 | 112 | 0.5387 | 0.5465 | 0.5387 | 0.7340 |
108
+ | No log | 3.5625 | 114 | 0.5425 | 0.5492 | 0.5425 | 0.7365 |
109
+ | No log | 3.625 | 116 | 0.5364 | 0.5492 | 0.5364 | 0.7324 |
110
+ | No log | 3.6875 | 118 | 0.5376 | 0.4901 | 0.5376 | 0.7332 |
111
+ | No log | 3.75 | 120 | 0.5929 | 0.5183 | 0.5929 | 0.7700 |
112
+ | No log | 3.8125 | 122 | 0.5803 | 0.4470 | 0.5803 | 0.7618 |
113
+ | No log | 3.875 | 124 | 0.6459 | 0.3799 | 0.6459 | 0.8037 |
114
+ | No log | 3.9375 | 126 | 0.5998 | 0.4251 | 0.5998 | 0.7745 |
115
+ | No log | 4.0 | 128 | 0.5334 | 0.4637 | 0.5334 | 0.7304 |
116
+ | No log | 4.0625 | 130 | 0.5769 | 0.4171 | 0.5769 | 0.7596 |
117
+ | No log | 4.125 | 132 | 0.5848 | 0.4614 | 0.5848 | 0.7647 |
118
+ | No log | 4.1875 | 134 | 0.5268 | 0.4595 | 0.5268 | 0.7258 |
119
+ | No log | 4.25 | 136 | 0.5178 | 0.5852 | 0.5178 | 0.7196 |
120
+ | No log | 4.3125 | 138 | 0.5247 | 0.5015 | 0.5247 | 0.7243 |
121
+ | No log | 4.375 | 140 | 0.5064 | 0.6214 | 0.5064 | 0.7116 |
122
+ | No log | 4.4375 | 142 | 0.5069 | 0.6171 | 0.5069 | 0.7120 |
123
+ | No log | 4.5 | 144 | 0.5130 | 0.6158 | 0.5130 | 0.7162 |
124
+ | No log | 4.5625 | 146 | 0.5156 | 0.5923 | 0.5156 | 0.7181 |
125
+ | No log | 4.625 | 148 | 0.5144 | 0.5874 | 0.5144 | 0.7172 |
126
+ | No log | 4.6875 | 150 | 0.5109 | 0.5683 | 0.5109 | 0.7148 |
127
+ | No log | 4.75 | 152 | 0.5113 | 0.5655 | 0.5113 | 0.7151 |
128
+ | No log | 4.8125 | 154 | 0.5175 | 0.5979 | 0.5175 | 0.7194 |
129
+ | No log | 4.875 | 156 | 0.5339 | 0.6537 | 0.5339 | 0.7307 |
130
+ | No log | 4.9375 | 158 | 0.5247 | 0.5714 | 0.5247 | 0.7244 |
131
+ | No log | 5.0 | 160 | 0.4882 | 0.6593 | 0.4882 | 0.6987 |
132
+ | No log | 5.0625 | 162 | 0.4776 | 0.56 | 0.4776 | 0.6911 |
133
+ | No log | 5.125 | 164 | 0.4669 | 0.6255 | 0.4669 | 0.6833 |
134
+ | No log | 5.1875 | 166 | 0.4834 | 0.5751 | 0.4834 | 0.6952 |
135
+ | No log | 5.25 | 168 | 0.5017 | 0.5779 | 0.5017 | 0.7083 |
136
+ | No log | 5.3125 | 170 | 0.4627 | 0.6344 | 0.4627 | 0.6802 |
137
+ | No log | 5.375 | 172 | 0.4950 | 0.4916 | 0.4950 | 0.7036 |
138
+ | No log | 5.4375 | 174 | 0.5124 | 0.4898 | 0.5124 | 0.7158 |
139
+ | No log | 5.5 | 176 | 0.4975 | 0.5063 | 0.4975 | 0.7053 |
140
+ | No log | 5.5625 | 178 | 0.4553 | 0.5868 | 0.4553 | 0.6747 |
141
+ | No log | 5.625 | 180 | 0.4726 | 0.6330 | 0.4726 | 0.6874 |
142
+ | No log | 5.6875 | 182 | 0.5843 | 0.5609 | 0.5843 | 0.7644 |
143
+ | No log | 5.75 | 184 | 0.7069 | 0.4568 | 0.7069 | 0.8408 |
144
+ | No log | 5.8125 | 186 | 0.6802 | 0.4748 | 0.6802 | 0.8247 |
145
+ | No log | 5.875 | 188 | 0.5626 | 0.6144 | 0.5626 | 0.7501 |
146
+ | No log | 5.9375 | 190 | 0.4889 | 0.6537 | 0.4889 | 0.6992 |
147
+ | No log | 6.0 | 192 | 0.4574 | 0.6382 | 0.4574 | 0.6763 |
148
+ | No log | 6.0625 | 194 | 0.4719 | 0.6112 | 0.4719 | 0.6869 |
149
+ | No log | 6.125 | 196 | 0.4698 | 0.6382 | 0.4698 | 0.6854 |
150
+ | No log | 6.1875 | 198 | 0.4623 | 0.6377 | 0.4623 | 0.6799 |
151
+ | No log | 6.25 | 200 | 0.4860 | 0.5692 | 0.4860 | 0.6971 |
152
+ | No log | 6.3125 | 202 | 0.5045 | 0.5677 | 0.5045 | 0.7103 |
153
+ | No log | 6.375 | 204 | 0.4809 | 0.5560 | 0.4809 | 0.6935 |
154
+ | No log | 6.4375 | 206 | 0.4641 | 0.5304 | 0.4641 | 0.6812 |
155
+ | No log | 6.5 | 208 | 0.4952 | 0.5710 | 0.4952 | 0.7037 |
156
+ | No log | 6.5625 | 210 | 0.5227 | 0.5919 | 0.5227 | 0.7230 |
157
+ | No log | 6.625 | 212 | 0.4767 | 0.5649 | 0.4767 | 0.6904 |
158
+ | No log | 6.6875 | 214 | 0.4991 | 0.5639 | 0.4991 | 0.7065 |
159
+ | No log | 6.75 | 216 | 0.6024 | 0.4741 | 0.6024 | 0.7762 |
160
+ | No log | 6.8125 | 218 | 0.5600 | 0.4491 | 0.5600 | 0.7483 |
161
+ | No log | 6.875 | 220 | 0.5099 | 0.3919 | 0.5099 | 0.7141 |
162
+ | No log | 6.9375 | 222 | 0.5149 | 0.3980 | 0.5149 | 0.7176 |
163
+ | No log | 7.0 | 224 | 0.5410 | 0.2745 | 0.5410 | 0.7356 |
164
+ | No log | 7.0625 | 226 | 0.5394 | 0.3093 | 0.5394 | 0.7345 |
165
+ | No log | 7.125 | 228 | 0.5189 | 0.3093 | 0.5189 | 0.7203 |
166
+ | No log | 7.1875 | 230 | 0.5166 | 0.4468 | 0.5166 | 0.7188 |
167
+ | No log | 7.25 | 232 | 0.5068 | 0.5151 | 0.5068 | 0.7119 |
168
+ | No log | 7.3125 | 234 | 0.4936 | 0.4703 | 0.4936 | 0.7026 |
169
+ | No log | 7.375 | 236 | 0.4909 | 0.4654 | 0.4909 | 0.7006 |
170
+ | No log | 7.4375 | 238 | 0.4848 | 0.4934 | 0.4848 | 0.6962 |
171
+ | No log | 7.5 | 240 | 0.4569 | 0.5361 | 0.4569 | 0.6760 |
172
+ | No log | 7.5625 | 242 | 0.4579 | 0.5214 | 0.4579 | 0.6767 |
173
+ | No log | 7.625 | 244 | 0.4466 | 0.6267 | 0.4466 | 0.6683 |
174
+ | No log | 7.6875 | 246 | 0.4455 | 0.6371 | 0.4455 | 0.6675 |
175
+ | No log | 7.75 | 248 | 0.4597 | 0.5961 | 0.4597 | 0.6780 |
176
+ | No log | 7.8125 | 250 | 0.4808 | 0.5894 | 0.4808 | 0.6934 |
177
+ | No log | 7.875 | 252 | 0.4427 | 0.6046 | 0.4427 | 0.6653 |
178
+ | No log | 7.9375 | 254 | 0.4547 | 0.6330 | 0.4547 | 0.6743 |
179
+ | No log | 8.0 | 256 | 0.4695 | 0.6716 | 0.4695 | 0.6852 |
180
+ | No log | 8.0625 | 258 | 0.4431 | 0.6526 | 0.4431 | 0.6656 |
181
+ | No log | 8.125 | 260 | 0.4235 | 0.6073 | 0.4235 | 0.6508 |
182
+ | No log | 8.1875 | 262 | 0.4380 | 0.5831 | 0.4380 | 0.6618 |
183
+ | No log | 8.25 | 264 | 0.4168 | 0.6073 | 0.4168 | 0.6456 |
184
+ | No log | 8.3125 | 266 | 0.4162 | 0.5656 | 0.4162 | 0.6452 |
185
+ | No log | 8.375 | 268 | 0.4394 | 0.5472 | 0.4394 | 0.6628 |
186
+ | No log | 8.4375 | 270 | 0.5097 | 0.5614 | 0.5097 | 0.7140 |
187
+ | No log | 8.5 | 272 | 0.5856 | 0.5645 | 0.5856 | 0.7652 |
188
+ | No log | 8.5625 | 274 | 0.5620 | 0.5817 | 0.5620 | 0.7497 |
189
+ | No log | 8.625 | 276 | 0.4773 | 0.5386 | 0.4773 | 0.6909 |
190
+ | No log | 8.6875 | 278 | 0.4549 | 0.5195 | 0.4549 | 0.6745 |
191
+ | No log | 8.75 | 280 | 0.4539 | 0.5304 | 0.4539 | 0.6737 |
192
+ | No log | 8.8125 | 282 | 0.4661 | 0.4548 | 0.4661 | 0.6827 |
193
+ | No log | 8.875 | 284 | 0.4675 | 0.4590 | 0.4675 | 0.6838 |
194
+ | No log | 8.9375 | 286 | 0.4756 | 0.4548 | 0.4756 | 0.6896 |
195
+ | No log | 9.0 | 288 | 0.4823 | 0.4345 | 0.4823 | 0.6945 |
196
+ | No log | 9.0625 | 290 | 0.4817 | 0.4656 | 0.4817 | 0.6941 |
197
+ | No log | 9.125 | 292 | 0.4853 | 0.5009 | 0.4853 | 0.6966 |
198
+ | No log | 9.1875 | 294 | 0.4940 | 0.5160 | 0.4940 | 0.7029 |
199
+ | No log | 9.25 | 296 | 0.5098 | 0.5118 | 0.5098 | 0.7140 |
200
+ | No log | 9.3125 | 298 | 0.5770 | 0.5524 | 0.5770 | 0.7596 |
201
+ | No log | 9.375 | 300 | 0.5902 | 0.5445 | 0.5902 | 0.7683 |
202
+ | No log | 9.4375 | 302 | 0.5466 | 0.5447 | 0.5466 | 0.7393 |
203
+ | No log | 9.5 | 304 | 0.5217 | 0.5609 | 0.5217 | 0.7223 |
204
+ | No log | 9.5625 | 306 | 0.5259 | 0.6067 | 0.5259 | 0.7252 |
205
+ | No log | 9.625 | 308 | 0.5460 | 0.5086 | 0.5460 | 0.7389 |
206
+ | No log | 9.6875 | 310 | 0.5851 | 0.4961 | 0.5851 | 0.7649 |
207
+ | No log | 9.75 | 312 | 0.5847 | 0.4745 | 0.5847 | 0.7647 |
208
+ | No log | 9.8125 | 314 | 0.5414 | 0.5237 | 0.5414 | 0.7358 |
209
+ | No log | 9.875 | 316 | 0.5231 | 0.5625 | 0.5231 | 0.7232 |
210
+ | No log | 9.9375 | 318 | 0.5509 | 0.4517 | 0.5509 | 0.7422 |
211
+ | No log | 10.0 | 320 | 0.5683 | 0.4556 | 0.5683 | 0.7539 |
212
+ | No log | 10.0625 | 322 | 0.5440 | 0.5467 | 0.5440 | 0.7376 |
213
+ | No log | 10.125 | 324 | 0.5222 | 0.5070 | 0.5222 | 0.7227 |
214
+ | No log | 10.1875 | 326 | 0.5477 | 0.5817 | 0.5477 | 0.7401 |
215
+ | No log | 10.25 | 328 | 0.5600 | 0.5601 | 0.5600 | 0.7483 |
216
+ | No log | 10.3125 | 330 | 0.5332 | 0.5631 | 0.5332 | 0.7302 |
217
+ | No log | 10.375 | 332 | 0.5281 | 0.5022 | 0.5281 | 0.7267 |
218
+ | No log | 10.4375 | 334 | 0.5280 | 0.4991 | 0.5280 | 0.7267 |
219
+ | No log | 10.5 | 336 | 0.5135 | 0.4991 | 0.5135 | 0.7166 |
220
+ | No log | 10.5625 | 338 | 0.4804 | 0.5061 | 0.4804 | 0.6931 |
221
+ | No log | 10.625 | 340 | 0.4641 | 0.5899 | 0.4641 | 0.6813 |
222
+ | No log | 10.6875 | 342 | 0.4416 | 0.5800 | 0.4416 | 0.6645 |
223
+ | No log | 10.75 | 344 | 0.4306 | 0.5855 | 0.4306 | 0.6562 |
224
+ | No log | 10.8125 | 346 | 0.4458 | 0.5855 | 0.4458 | 0.6677 |
225
+ | No log | 10.875 | 348 | 0.4648 | 0.6260 | 0.4648 | 0.6818 |
226
+ | No log | 10.9375 | 350 | 0.4527 | 0.6248 | 0.4527 | 0.6728 |
227
+ | No log | 11.0 | 352 | 0.4551 | 0.6108 | 0.4551 | 0.6746 |
228
+ | No log | 11.0625 | 354 | 0.5049 | 0.5701 | 0.5049 | 0.7105 |
229
+ | No log | 11.125 | 356 | 0.4969 | 0.6321 | 0.4969 | 0.7049 |
230
+ | No log | 11.1875 | 358 | 0.4779 | 0.6007 | 0.4779 | 0.6913 |
231
+ | No log | 11.25 | 360 | 0.4785 | 0.6007 | 0.4785 | 0.6917 |
232
+ | No log | 11.3125 | 362 | 0.4788 | 0.5956 | 0.4788 | 0.6919 |
233
+ | No log | 11.375 | 364 | 0.4897 | 0.6632 | 0.4897 | 0.6998 |
234
+ | No log | 11.4375 | 366 | 0.4857 | 0.6632 | 0.4857 | 0.6969 |
235
+ | No log | 11.5 | 368 | 0.4790 | 0.6439 | 0.4790 | 0.6921 |
236
+ | No log | 11.5625 | 370 | 0.4786 | 0.6039 | 0.4786 | 0.6918 |
237
+ | No log | 11.625 | 372 | 0.4826 | 0.5596 | 0.4826 | 0.6947 |
238
+ | No log | 11.6875 | 374 | 0.4979 | 0.5663 | 0.4979 | 0.7056 |
239
+ | No log | 11.75 | 376 | 0.4921 | 0.5663 | 0.4921 | 0.7015 |
240
+ | No log | 11.8125 | 378 | 0.5036 | 0.5795 | 0.5036 | 0.7097 |
241
+ | No log | 11.875 | 380 | 0.4982 | 0.5619 | 0.4982 | 0.7058 |
242
+ | No log | 11.9375 | 382 | 0.5839 | 0.5308 | 0.5839 | 0.7642 |
243
+ | No log | 12.0 | 384 | 0.6121 | 0.5776 | 0.6121 | 0.7824 |
244
+ | No log | 12.0625 | 386 | 0.5375 | 0.5560 | 0.5375 | 0.7331 |
245
+ | No log | 12.125 | 388 | 0.5106 | 0.5250 | 0.5106 | 0.7146 |
246
+ | No log | 12.1875 | 390 | 0.5180 | 0.5523 | 0.5180 | 0.7197 |
247
+ | No log | 12.25 | 392 | 0.5206 | 0.5523 | 0.5206 | 0.7215 |
248
+ | No log | 12.3125 | 394 | 0.5218 | 0.5042 | 0.5218 | 0.7223 |
249
+ | No log | 12.375 | 396 | 0.5290 | 0.5114 | 0.5290 | 0.7273 |
250
+ | No log | 12.4375 | 398 | 0.5225 | 0.5114 | 0.5225 | 0.7229 |
251
+ | No log | 12.5 | 400 | 0.5225 | 0.4314 | 0.5225 | 0.7228 |
252
+ | No log | 12.5625 | 402 | 0.5207 | 0.4591 | 0.5207 | 0.7216 |
253
+ | No log | 12.625 | 404 | 0.5211 | 0.4591 | 0.5211 | 0.7218 |
254
+ | No log | 12.6875 | 406 | 0.5276 | 0.4314 | 0.5276 | 0.7264 |
255
+ | No log | 12.75 | 408 | 0.5518 | 0.4547 | 0.5518 | 0.7428 |
256
+ | No log | 12.8125 | 410 | 0.6110 | 0.5950 | 0.6110 | 0.7816 |
257
+ | No log | 12.875 | 412 | 0.6254 | 0.5586 | 0.6254 | 0.7908 |
258
+ | No log | 12.9375 | 414 | 0.5707 | 0.5437 | 0.5707 | 0.7554 |
259
+ | No log | 13.0 | 416 | 0.5271 | 0.5692 | 0.5271 | 0.7260 |
260
+ | No log | 13.0625 | 418 | 0.5153 | 0.5915 | 0.5153 | 0.7179 |
261
+ | No log | 13.125 | 420 | 0.5115 | 0.5390 | 0.5115 | 0.7152 |
262
+ | No log | 13.1875 | 422 | 0.5167 | 0.5390 | 0.5167 | 0.7188 |
263
+ | No log | 13.25 | 424 | 0.5138 | 0.4991 | 0.5138 | 0.7168 |
264
+ | No log | 13.3125 | 426 | 0.5134 | 0.4547 | 0.5134 | 0.7165 |
265
+ | No log | 13.375 | 428 | 0.5169 | 0.4314 | 0.5169 | 0.7189 |
266
+ | No log | 13.4375 | 430 | 0.5212 | 0.4378 | 0.5212 | 0.7220 |
267
+ | No log | 13.5 | 432 | 0.5095 | 0.4547 | 0.5095 | 0.7138 |
268
+ | No log | 13.5625 | 434 | 0.4929 | 0.5463 | 0.4929 | 0.7021 |
269
+ | No log | 13.625 | 436 | 0.4880 | 0.5538 | 0.4880 | 0.6986 |
270
+ | No log | 13.6875 | 438 | 0.4828 | 0.5538 | 0.4828 | 0.6948 |
271
+ | No log | 13.75 | 440 | 0.4779 | 0.4742 | 0.4779 | 0.6913 |
272
+ | No log | 13.8125 | 442 | 0.4932 | 0.5503 | 0.4932 | 0.7023 |
273
+ | No log | 13.875 | 444 | 0.5008 | 0.5248 | 0.5008 | 0.7077 |
274
+ | No log | 13.9375 | 446 | 0.4883 | 0.5503 | 0.4883 | 0.6988 |
275
+ | No log | 14.0 | 448 | 0.4706 | 0.5749 | 0.4706 | 0.6860 |
276
+ | No log | 14.0625 | 450 | 0.4611 | 0.5749 | 0.4611 | 0.6790 |
277
+ | No log | 14.125 | 452 | 0.4525 | 0.5815 | 0.4525 | 0.6727 |
278
+ | No log | 14.1875 | 454 | 0.4489 | 0.5815 | 0.4489 | 0.6700 |
279
+ | No log | 14.25 | 456 | 0.4512 | 0.6448 | 0.4512 | 0.6717 |
280
+ | No log | 14.3125 | 458 | 0.4554 | 0.5930 | 0.4554 | 0.6748 |
281
+ | No log | 14.375 | 460 | 0.4491 | 0.5782 | 0.4491 | 0.6701 |
282
+ | No log | 14.4375 | 462 | 0.4441 | 0.5693 | 0.4441 | 0.6664 |
283
+ | No log | 14.5 | 464 | 0.4420 | 0.5693 | 0.4420 | 0.6649 |
284
+ | No log | 14.5625 | 466 | 0.4318 | 0.5943 | 0.4318 | 0.6571 |
285
+ | No log | 14.625 | 468 | 0.4353 | 0.5861 | 0.4353 | 0.6598 |
286
+ | No log | 14.6875 | 470 | 0.4810 | 0.5733 | 0.4810 | 0.6935 |
287
+ | No log | 14.75 | 472 | 0.5014 | 0.5334 | 0.5014 | 0.7081 |
288
+ | No log | 14.8125 | 474 | 0.4797 | 0.5512 | 0.4797 | 0.6926 |
289
+ | No log | 14.875 | 476 | 0.4486 | 0.5414 | 0.4486 | 0.6698 |
290
+ | No log | 14.9375 | 478 | 0.4526 | 0.5432 | 0.4526 | 0.6727 |
291
+ | No log | 15.0 | 480 | 0.4853 | 0.4707 | 0.4853 | 0.6966 |
292
+ | No log | 15.0625 | 482 | 0.4977 | 0.4707 | 0.4977 | 0.7055 |
293
+ | No log | 15.125 | 484 | 0.4770 | 0.3809 | 0.4770 | 0.6907 |
294
+ | No log | 15.1875 | 486 | 0.4698 | 0.4492 | 0.4698 | 0.6854 |
295
+ | No log | 15.25 | 488 | 0.4844 | 0.3809 | 0.4844 | 0.6960 |
296
+ | No log | 15.3125 | 490 | 0.5360 | 0.4148 | 0.5360 | 0.7321 |
297
+ | No log | 15.375 | 492 | 0.6285 | 0.4663 | 0.6285 | 0.7928 |
298
+ | No log | 15.4375 | 494 | 0.6400 | 0.4247 | 0.6400 | 0.8000 |
299
+ | No log | 15.5 | 496 | 0.5933 | 0.4569 | 0.5933 | 0.7703 |
300
+ | No log | 15.5625 | 498 | 0.5348 | 0.4707 | 0.5348 | 0.7313 |
301
+ | 0.3162 | 15.625 | 500 | 0.5117 | 0.4338 | 0.5117 | 0.7154 |
302
+ | 0.3162 | 15.6875 | 502 | 0.5086 | 0.4547 | 0.5086 | 0.7131 |
303
+ | 0.3162 | 15.75 | 504 | 0.5082 | 0.4613 | 0.5082 | 0.7129 |
304
+ | 0.3162 | 15.8125 | 506 | 0.5085 | 0.4857 | 0.5085 | 0.7131 |
305
+ | 0.3162 | 15.875 | 508 | 0.5153 | 0.5422 | 0.5153 | 0.7178 |
306
+ | 0.3162 | 15.9375 | 510 | 0.5413 | 0.5544 | 0.5413 | 0.7358 |
307
+ | 0.3162 | 16.0 | 512 | 0.5416 | 0.5091 | 0.5416 | 0.7360 |
308
+ | 0.3162 | 16.0625 | 514 | 0.5282 | 0.4845 | 0.5282 | 0.7268 |
309
+ | 0.3162 | 16.125 | 516 | 0.5259 | 0.5091 | 0.5259 | 0.7252 |
310
+ | 0.3162 | 16.1875 | 518 | 0.5141 | 0.4845 | 0.5141 | 0.7170 |
311
+ | 0.3162 | 16.25 | 520 | 0.5015 | 0.4983 | 0.5015 | 0.7082 |
312
+ | 0.3162 | 16.3125 | 522 | 0.5055 | 0.4591 | 0.5055 | 0.7110 |
313
+ | 0.3162 | 16.375 | 524 | 0.5092 | 0.5114 | 0.5092 | 0.7136 |
314
+ | 0.3162 | 16.4375 | 526 | 0.5064 | 0.5440 | 0.5064 | 0.7116 |
315
+ | 0.3162 | 16.5 | 528 | 0.5034 | 0.4878 | 0.5034 | 0.7095 |
316
+ | 0.3162 | 16.5625 | 530 | 0.5016 | 0.4809 | 0.5016 | 0.7082 |
317
+ | 0.3162 | 16.625 | 532 | 0.5021 | 0.4809 | 0.5021 | 0.7086 |
318
+ | 0.3162 | 16.6875 | 534 | 0.4940 | 0.4809 | 0.4940 | 0.7029 |
319
+ | 0.3162 | 16.75 | 536 | 0.4853 | 0.4949 | 0.4853 | 0.6966 |
320
+ | 0.3162 | 16.8125 | 538 | 0.5170 | 0.5367 | 0.5170 | 0.7190 |
321
+ | 0.3162 | 16.875 | 540 | 0.5491 | 0.5177 | 0.5491 | 0.7410 |
322
+ | 0.3162 | 16.9375 | 542 | 0.5302 | 0.5271 | 0.5302 | 0.7281 |
323
+ | 0.3162 | 17.0 | 544 | 0.5020 | 0.5248 | 0.5020 | 0.7085 |
324
+ | 0.3162 | 17.0625 | 546 | 0.4884 | 0.5749 | 0.4884 | 0.6989 |
325
+ | 0.3162 | 17.125 | 548 | 0.4781 | 0.5567 | 0.4781 | 0.6915 |
326
+ | 0.3162 | 17.1875 | 550 | 0.4686 | 0.5868 | 0.4686 | 0.6845 |
327
+ | 0.3162 | 17.25 | 552 | 0.4677 | 0.6010 | 0.4677 | 0.6839 |
328
+ | 0.3162 | 17.3125 | 554 | 0.4688 | 0.5860 | 0.4688 | 0.6847 |
329
+ | 0.3162 | 17.375 | 556 | 0.4691 | 0.6351 | 0.4691 | 0.6849 |
330
+ | 0.3162 | 17.4375 | 558 | 0.4677 | 0.5782 | 0.4677 | 0.6839 |
331
+ | 0.3162 | 17.5 | 560 | 0.4630 | 0.6073 | 0.4630 | 0.6804 |
332
+ | 0.3162 | 17.5625 | 562 | 0.4572 | 0.5640 | 0.4572 | 0.6762 |
333
+ | 0.3162 | 17.625 | 564 | 0.4504 | 0.5719 | 0.4504 | 0.6711 |
334
+ | 0.3162 | 17.6875 | 566 | 0.4459 | 0.6229 | 0.4459 | 0.6677 |
335
+ | 0.3162 | 17.75 | 568 | 0.4439 | 0.6091 | 0.4439 | 0.6662 |
336
+ | 0.3162 | 17.8125 | 570 | 0.4426 | 0.5641 | 0.4426 | 0.6653 |
337
+ | 0.3162 | 17.875 | 572 | 0.4506 | 0.5493 | 0.4506 | 0.6713 |
338
+ | 0.3162 | 17.9375 | 574 | 0.4535 | 0.5574 | 0.4535 | 0.6734 |
339
+ | 0.3162 | 18.0 | 576 | 0.4562 | 0.5493 | 0.4562 | 0.6754 |
340
+ | 0.3162 | 18.0625 | 578 | 0.4505 | 0.5493 | 0.4505 | 0.6712 |
341
+ | 0.3162 | 18.125 | 580 | 0.4399 | 0.6448 | 0.4399 | 0.6632 |
342
+ | 0.3162 | 18.1875 | 582 | 0.4377 | 0.6448 | 0.4377 | 0.6616 |
343
+ | 0.3162 | 18.25 | 584 | 0.4377 | 0.6344 | 0.4377 | 0.6616 |
344
+ | 0.3162 | 18.3125 | 586 | 0.4397 | 0.6344 | 0.4397 | 0.6631 |
345
+ | 0.3162 | 18.375 | 588 | 0.4420 | 0.6344 | 0.4420 | 0.6648 |
346
+ | 0.3162 | 18.4375 | 590 | 0.4533 | 0.5714 | 0.4533 | 0.6733 |
347
+ | 0.3162 | 18.5 | 592 | 0.4698 | 0.5479 | 0.4698 | 0.6854 |
348
+ | 0.3162 | 18.5625 | 594 | 0.4769 | 0.5918 | 0.4769 | 0.6906 |
349
+ | 0.3162 | 18.625 | 596 | 0.4720 | 0.5765 | 0.4720 | 0.6870 |
350
+ | 0.3162 | 18.6875 | 598 | 0.4553 | 0.5781 | 0.4553 | 0.6748 |
351
+ | 0.3162 | 18.75 | 600 | 0.4590 | 0.5641 | 0.4590 | 0.6775 |
352
+ | 0.3162 | 18.8125 | 602 | 0.4686 | 0.5386 | 0.4686 | 0.6846 |
353
+ | 0.3162 | 18.875 | 604 | 0.4702 | 0.5641 | 0.4702 | 0.6857 |
354
+ | 0.3162 | 18.9375 | 606 | 0.4747 | 0.5633 | 0.4747 | 0.6890 |
355
+ | 0.3162 | 19.0 | 608 | 0.4916 | 0.5587 | 0.4916 | 0.7012 |
356
+ | 0.3162 | 19.0625 | 610 | 0.4987 | 0.5373 | 0.4987 | 0.7062 |
357
+ | 0.3162 | 19.125 | 612 | 0.4887 | 0.5414 | 0.4887 | 0.6990 |
358
+ | 0.3162 | 19.1875 | 614 | 0.4840 | 0.5714 | 0.4840 | 0.6957 |
359
+ | 0.3162 | 19.25 | 616 | 0.4816 | 0.5379 | 0.4816 | 0.6940 |
360
+ | 0.3162 | 19.3125 | 618 | 0.4871 | 0.5022 | 0.4871 | 0.6979 |
361
+ | 0.3162 | 19.375 | 620 | 0.4797 | 0.5522 | 0.4797 | 0.6926 |
362
+ | 0.3162 | 19.4375 | 622 | 0.4760 | 0.5092 | 0.4760 | 0.6899 |
363
+ | 0.3162 | 19.5 | 624 | 0.4747 | 0.5702 | 0.4747 | 0.6890 |
364
+ | 0.3162 | 19.5625 | 626 | 0.4751 | 0.5633 | 0.4751 | 0.6893 |
365
+ | 0.3162 | 19.625 | 628 | 0.4912 | 0.4837 | 0.4912 | 0.7008 |
366
+ | 0.3162 | 19.6875 | 630 | 0.5104 | 0.5151 | 0.5104 | 0.7144 |
367
+ | 0.3162 | 19.75 | 632 | 0.5293 | 0.5349 | 0.5293 | 0.7275 |
368
+ | 0.3162 | 19.8125 | 634 | 0.5153 | 0.4795 | 0.5153 | 0.7179 |
369
+ | 0.3162 | 19.875 | 636 | 0.5033 | 0.4795 | 0.5033 | 0.7095 |
370
+ | 0.3162 | 19.9375 | 638 | 0.4971 | 0.5597 | 0.4971 | 0.7050 |
371
+ | 0.3162 | 20.0 | 640 | 0.4861 | 0.5836 | 0.4861 | 0.6972 |
372
+ | 0.3162 | 20.0625 | 642 | 0.4810 | 0.5601 | 0.4810 | 0.6935 |
373
+ | 0.3162 | 20.125 | 644 | 0.4715 | 0.6239 | 0.4715 | 0.6866 |
374
+ | 0.3162 | 20.1875 | 646 | 0.4606 | 0.6438 | 0.4606 | 0.6787 |
375
+ | 0.3162 | 20.25 | 648 | 0.4504 | 0.6096 | 0.4504 | 0.6711 |
376
+ | 0.3162 | 20.3125 | 650 | 0.4436 | 0.6073 | 0.4436 | 0.6660 |
377
+ | 0.3162 | 20.375 | 652 | 0.4411 | 0.6389 | 0.4411 | 0.6642 |
378
+ | 0.3162 | 20.4375 | 654 | 0.4372 | 0.5702 | 0.4372 | 0.6612 |
379
+ | 0.3162 | 20.5 | 656 | 0.4387 | 0.6462 | 0.4387 | 0.6623 |
380
+ | 0.3162 | 20.5625 | 658 | 0.4436 | 0.5869 | 0.4436 | 0.6660 |
381
+ | 0.3162 | 20.625 | 660 | 0.4437 | 0.5945 | 0.4437 | 0.6661 |
382
+ | 0.3162 | 20.6875 | 662 | 0.4429 | 0.5781 | 0.4429 | 0.6655 |
383
+ | 0.3162 | 20.75 | 664 | 0.4366 | 0.5861 | 0.4366 | 0.6607 |
384
+ | 0.3162 | 20.8125 | 666 | 0.4432 | 0.6641 | 0.4432 | 0.6658 |
385
+ | 0.3162 | 20.875 | 668 | 0.4804 | 0.5836 | 0.4804 | 0.6931 |
386
+ | 0.3162 | 20.9375 | 670 | 0.4917 | 0.5867 | 0.4917 | 0.7012 |
387
+ | 0.3162 | 21.0 | 672 | 0.4658 | 0.5533 | 0.4658 | 0.6825 |
388
+ | 0.3162 | 21.0625 | 674 | 0.4491 | 0.5868 | 0.4491 | 0.6702 |
389
+ | 0.3162 | 21.125 | 676 | 0.4496 | 0.6024 | 0.4496 | 0.6705 |
390
+ | 0.3162 | 21.1875 | 678 | 0.4522 | 0.6024 | 0.4522 | 0.6725 |
391
+ | 0.3162 | 21.25 | 680 | 0.4553 | 0.5656 | 0.4553 | 0.6748 |
392
+ | 0.3162 | 21.3125 | 682 | 0.4601 | 0.5734 | 0.4601 | 0.6783 |
393
+ | 0.3162 | 21.375 | 684 | 0.4671 | 0.5268 | 0.4671 | 0.6835 |
394
+ | 0.3162 | 21.4375 | 686 | 0.4756 | 0.5648 | 0.4756 | 0.6896 |
395
+ | 0.3162 | 21.5 | 688 | 0.4778 | 0.5151 | 0.4778 | 0.6912 |
396
+ | 0.3162 | 21.5625 | 690 | 0.4692 | 0.5151 | 0.4692 | 0.6850 |
397
+ | 0.3162 | 21.625 | 692 | 0.4682 | 0.5151 | 0.4682 | 0.6843 |
398
+ | 0.3162 | 21.6875 | 694 | 0.4813 | 0.5836 | 0.4813 | 0.6938 |
399
+ | 0.3162 | 21.75 | 696 | 0.4827 | 0.5736 | 0.4827 | 0.6948 |
400
+ | 0.3162 | 21.8125 | 698 | 0.4599 | 0.5307 | 0.4599 | 0.6782 |
401
+ | 0.3162 | 21.875 | 700 | 0.4478 | 0.5600 | 0.4478 | 0.6692 |
402
+ | 0.3162 | 21.9375 | 702 | 0.4516 | 0.5904 | 0.4516 | 0.6720 |
403
+ | 0.3162 | 22.0 | 704 | 0.4499 | 0.5617 | 0.4499 | 0.6707 |
404
+ | 0.3162 | 22.0625 | 706 | 0.4569 | 0.5404 | 0.4569 | 0.6759 |
405
+ | 0.3162 | 22.125 | 708 | 0.4702 | 0.5965 | 0.4702 | 0.6857 |
406
+ | 0.3162 | 22.1875 | 710 | 0.4763 | 0.5736 | 0.4763 | 0.6902 |
407
+ | 0.3162 | 22.25 | 712 | 0.4680 | 0.5965 | 0.4680 | 0.6841 |
408
+ | 0.3162 | 22.3125 | 714 | 0.4653 | 0.5752 | 0.4653 | 0.6821 |
409
+ | 0.3162 | 22.375 | 716 | 0.4560 | 0.5404 | 0.4560 | 0.6753 |
410
+ | 0.3162 | 22.4375 | 718 | 0.4570 | 0.5404 | 0.4570 | 0.6761 |
411
+ | 0.3162 | 22.5 | 720 | 0.4508 | 0.5665 | 0.4508 | 0.6714 |
412
+ | 0.3162 | 22.5625 | 722 | 0.4412 | 0.5457 | 0.4412 | 0.6642 |
413
+ | 0.3162 | 22.625 | 724 | 0.4402 | 0.5457 | 0.4402 | 0.6635 |
414
+ | 0.3162 | 22.6875 | 726 | 0.4404 | 0.5539 | 0.4404 | 0.6636 |
415
+ | 0.3162 | 22.75 | 728 | 0.4428 | 0.5665 | 0.4428 | 0.6654 |
416
+ | 0.3162 | 22.8125 | 730 | 0.4398 | 0.5698 | 0.4398 | 0.6632 |
417
+ | 0.3162 | 22.875 | 732 | 0.4403 | 0.5698 | 0.4403 | 0.6635 |
418
+ | 0.3162 | 22.9375 | 734 | 0.4413 | 0.5698 | 0.4413 | 0.6643 |
419
+ | 0.3162 | 23.0 | 736 | 0.4417 | 0.5698 | 0.4417 | 0.6646 |
420
+ | 0.3162 | 23.0625 | 738 | 0.4437 | 0.5539 | 0.4437 | 0.6661 |
421
+ | 0.3162 | 23.125 | 740 | 0.4511 | 0.5326 | 0.4511 | 0.6716 |
422
+ | 0.3162 | 23.1875 | 742 | 0.4665 | 0.5076 | 0.4665 | 0.6830 |
423
+ | 0.3162 | 23.25 | 744 | 0.4719 | 0.4547 | 0.4719 | 0.6870 |
424
+ | 0.3162 | 23.3125 | 746 | 0.4735 | 0.4547 | 0.4735 | 0.6881 |
425
+ | 0.3162 | 23.375 | 748 | 0.4672 | 0.5765 | 0.4672 | 0.6835 |
426
+ | 0.3162 | 23.4375 | 750 | 0.4697 | 0.5521 | 0.4697 | 0.6853 |
427
+ | 0.3162 | 23.5 | 752 | 0.4804 | 0.4547 | 0.4804 | 0.6931 |
428
+ | 0.3162 | 23.5625 | 754 | 0.5202 | 0.5597 | 0.5202 | 0.7212 |
429
+ | 0.3162 | 23.625 | 756 | 0.5431 | 0.5544 | 0.5431 | 0.7370 |
430
+ | 0.3162 | 23.6875 | 758 | 0.5207 | 0.5036 | 0.5207 | 0.7216 |
431
+ | 0.3162 | 23.75 | 760 | 0.4966 | 0.5326 | 0.4966 | 0.7047 |
432
+ | 0.3162 | 23.8125 | 762 | 0.4908 | 0.5326 | 0.4908 | 0.7006 |
433
+ | 0.3162 | 23.875 | 764 | 0.4882 | 0.5326 | 0.4882 | 0.6987 |
434
+ | 0.3162 | 23.9375 | 766 | 0.5000 | 0.5597 | 0.5000 | 0.7071 |
435
+ | 0.3162 | 24.0 | 768 | 0.5220 | 0.4835 | 0.5220 | 0.7225 |
436
+ | 0.3162 | 24.0625 | 770 | 0.5313 | 0.4576 | 0.5313 | 0.7289 |
437
+ | 0.3162 | 24.125 | 772 | 0.5400 | 0.4576 | 0.5400 | 0.7348 |
438
+ | 0.3162 | 24.1875 | 774 | 0.5266 | 0.5349 | 0.5266 | 0.7256 |
439
+ | 0.3162 | 24.25 | 776 | 0.5217 | 0.5597 | 0.5217 | 0.7223 |
440
+ | 0.3162 | 24.3125 | 778 | 0.5205 | 0.5131 | 0.5205 | 0.7214 |
441
+ | 0.3162 | 24.375 | 780 | 0.4908 | 0.4816 | 0.4908 | 0.7006 |
442
+ | 0.3162 | 24.4375 | 782 | 0.4662 | 0.5698 | 0.4662 | 0.6828 |
443
+ | 0.3162 | 24.5 | 784 | 0.4629 | 0.5475 | 0.4629 | 0.6803 |
444
+ | 0.3162 | 24.5625 | 786 | 0.4678 | 0.5042 | 0.4678 | 0.6840 |
445
+ | 0.3162 | 24.625 | 788 | 0.4747 | 0.4768 | 0.4747 | 0.6890 |
446
+ | 0.3162 | 24.6875 | 790 | 0.4762 | 0.4768 | 0.4762 | 0.6901 |
447
+ | 0.3162 | 24.75 | 792 | 0.4741 | 0.4768 | 0.4741 | 0.6886 |
448
+ | 0.3162 | 24.8125 | 794 | 0.4830 | 0.5631 | 0.4830 | 0.6950 |
449
+ | 0.3162 | 24.875 | 796 | 0.4874 | 0.5631 | 0.4874 | 0.6981 |
450
+ | 0.3162 | 24.9375 | 798 | 0.4988 | 0.5386 | 0.4988 | 0.7063 |
451
+ | 0.3162 | 25.0 | 800 | 0.5075 | 0.5698 | 0.5075 | 0.7124 |
452
+ | 0.3162 | 25.0625 | 802 | 0.4930 | 0.5631 | 0.4930 | 0.7021 |
453
+ | 0.3162 | 25.125 | 804 | 0.4873 | 0.5631 | 0.4873 | 0.6981 |
454
+ | 0.3162 | 25.1875 | 806 | 0.4947 | 0.5698 | 0.4947 | 0.7034 |
455
+ | 0.3162 | 25.25 | 808 | 0.5035 | 0.5836 | 0.5035 | 0.7096 |
456
+ | 0.3162 | 25.3125 | 810 | 0.4958 | 0.5939 | 0.4958 | 0.7041 |
457
+ | 0.3162 | 25.375 | 812 | 0.4869 | 0.5386 | 0.4869 | 0.6978 |
458
+ | 0.3162 | 25.4375 | 814 | 0.4581 | 0.5250 | 0.4581 | 0.6768 |
459
+ | 0.3162 | 25.5 | 816 | 0.4491 | 0.5440 | 0.4491 | 0.6701 |
460
+ | 0.3162 | 25.5625 | 818 | 0.4507 | 0.5440 | 0.4507 | 0.6714 |
461
+ | 0.3162 | 25.625 | 820 | 0.4669 | 0.5386 | 0.4669 | 0.6833 |
462
+ | 0.3162 | 25.6875 | 822 | 0.5068 | 0.5836 | 0.5068 | 0.7119 |
463
+ | 0.3162 | 25.75 | 824 | 0.5407 | 0.5081 | 0.5407 | 0.7353 |
464
+ | 0.3162 | 25.8125 | 826 | 0.5377 | 0.5081 | 0.5377 | 0.7333 |
465
+ | 0.3162 | 25.875 | 828 | 0.4938 | 0.5836 | 0.4938 | 0.7027 |
466
+ | 0.3162 | 25.9375 | 830 | 0.4495 | 0.6067 | 0.4495 | 0.6705 |
467
+ | 0.3162 | 26.0 | 832 | 0.4373 | 0.6477 | 0.4373 | 0.6613 |
468
+ | 0.3162 | 26.0625 | 834 | 0.4570 | 0.5422 | 0.4570 | 0.6760 |
469
+ | 0.3162 | 26.125 | 836 | 0.4707 | 0.5855 | 0.4707 | 0.6861 |
470
+ | 0.3162 | 26.1875 | 838 | 0.4592 | 0.5627 | 0.4592 | 0.6776 |
471
+ | 0.3162 | 26.25 | 840 | 0.4467 | 0.5875 | 0.4467 | 0.6684 |
472
+ | 0.3162 | 26.3125 | 842 | 0.4606 | 0.5883 | 0.4606 | 0.6787 |
473
+ | 0.3162 | 26.375 | 844 | 0.4706 | 0.5404 | 0.4706 | 0.6860 |
474
+ | 0.3162 | 26.4375 | 846 | 0.4672 | 0.5883 | 0.4672 | 0.6835 |
475
+ | 0.3162 | 26.5 | 848 | 0.4626 | 0.6039 | 0.4626 | 0.6801 |
476
+ | 0.3162 | 26.5625 | 850 | 0.4684 | 0.5522 | 0.4684 | 0.6844 |
477
+ | 0.3162 | 26.625 | 852 | 0.4745 | 0.5475 | 0.4745 | 0.6889 |
478
+ | 0.3162 | 26.6875 | 854 | 0.4786 | 0.5440 | 0.4786 | 0.6918 |
479
+ | 0.3162 | 26.75 | 856 | 0.4786 | 0.5208 | 0.4786 | 0.6918 |
480
+ | 0.3162 | 26.8125 | 858 | 0.4815 | 0.5440 | 0.4815 | 0.6939 |
481
+ | 0.3162 | 26.875 | 860 | 0.4849 | 0.5440 | 0.4849 | 0.6964 |
482
+ | 0.3162 | 26.9375 | 862 | 0.4791 | 0.5986 | 0.4791 | 0.6921 |
483
+ | 0.3162 | 27.0 | 864 | 0.4708 | 0.5899 | 0.4708 | 0.6861 |
484
+ | 0.3162 | 27.0625 | 866 | 0.4677 | 0.5749 | 0.4677 | 0.6839 |
485
+ | 0.3162 | 27.125 | 868 | 0.4656 | 0.6186 | 0.4656 | 0.6823 |
486
+ | 0.3162 | 27.1875 | 870 | 0.4675 | 0.6186 | 0.4675 | 0.6837 |
487
+ | 0.3162 | 27.25 | 872 | 0.4702 | 0.6186 | 0.4702 | 0.6857 |
488
+ | 0.3162 | 27.3125 | 874 | 0.4643 | 0.6408 | 0.4643 | 0.6814 |
489
+ | 0.3162 | 27.375 | 876 | 0.4491 | 0.6439 | 0.4491 | 0.6701 |
490
+ | 0.3162 | 27.4375 | 878 | 0.4446 | 0.6087 | 0.4446 | 0.6668 |
491
+ | 0.3162 | 27.5 | 880 | 0.4501 | 0.5993 | 0.4501 | 0.6709 |
492
+ | 0.3162 | 27.5625 | 882 | 0.4565 | 0.6351 | 0.4565 | 0.6756 |
493
+ | 0.3162 | 27.625 | 884 | 0.4631 | 0.6408 | 0.4631 | 0.6805 |
494
+ | 0.3162 | 27.6875 | 886 | 0.4783 | 0.6186 | 0.4783 | 0.6916 |
495
+ | 0.3162 | 27.75 | 888 | 0.4734 | 0.6186 | 0.4734 | 0.6881 |
496
+ | 0.3162 | 27.8125 | 890 | 0.4721 | 0.6186 | 0.4721 | 0.6871 |
497
+ | 0.3162 | 27.875 | 892 | 0.4852 | 0.6395 | 0.4852 | 0.6965 |
498
+ | 0.3162 | 27.9375 | 894 | 0.4862 | 0.6395 | 0.4862 | 0.6973 |
499
+ | 0.3162 | 28.0 | 896 | 0.4689 | 0.5648 | 0.4689 | 0.6848 |
500
+ | 0.3162 | 28.0625 | 898 | 0.4415 | 0.5986 | 0.4415 | 0.6644 |
501
+ | 0.3162 | 28.125 | 900 | 0.4301 | 0.5781 | 0.4301 | 0.6558 |
502
+ | 0.3162 | 28.1875 | 902 | 0.4354 | 0.5999 | 0.4354 | 0.6599 |
503
+ | 0.3162 | 28.25 | 904 | 0.4403 | 0.6032 | 0.4403 | 0.6635 |
504
+ | 0.3162 | 28.3125 | 906 | 0.4539 | 0.5440 | 0.4539 | 0.6737 |
505
+ | 0.3162 | 28.375 | 908 | 0.4786 | 0.5076 | 0.4786 | 0.6918 |
506
+ | 0.3162 | 28.4375 | 910 | 0.4906 | 0.5708 | 0.4906 | 0.7004 |
507
+ | 0.3162 | 28.5 | 912 | 0.4831 | 0.5428 | 0.4831 | 0.6951 |
508
+ | 0.3162 | 28.5625 | 914 | 0.4880 | 0.5201 | 0.4880 | 0.6986 |
509
+ | 0.3162 | 28.625 | 916 | 0.4888 | 0.5141 | 0.4888 | 0.6991 |
510
+ | 0.3162 | 28.6875 | 918 | 0.5035 | 0.5671 | 0.5035 | 0.7096 |
511
+ | 0.3162 | 28.75 | 920 | 0.5095 | 0.6171 | 0.5095 | 0.7138 |
512
+ | 0.3162 | 28.8125 | 922 | 0.4912 | 0.6171 | 0.4912 | 0.7008 |
513
+ | 0.3162 | 28.875 | 924 | 0.4850 | 0.6171 | 0.4850 | 0.6964 |
514
+ | 0.3162 | 28.9375 | 926 | 0.4814 | 0.6171 | 0.4814 | 0.6938 |
515
+ | 0.3162 | 29.0 | 928 | 0.4726 | 0.6171 | 0.4726 | 0.6875 |
516
+ | 0.3162 | 29.0625 | 930 | 0.4771 | 0.5095 | 0.4771 | 0.6907 |
517
+ | 0.3162 | 29.125 | 932 | 0.4784 | 0.5095 | 0.4784 | 0.6917 |
518
+ | 0.3162 | 29.1875 | 934 | 0.4840 | 0.6395 | 0.4840 | 0.6957 |
519
+ | 0.3162 | 29.25 | 936 | 0.5063 | 0.5939 | 0.5063 | 0.7115 |
520
+ | 0.3162 | 29.3125 | 938 | 0.5597 | 0.4602 | 0.5597 | 0.7481 |
521
+ | 0.3162 | 29.375 | 940 | 0.6018 | 0.4827 | 0.6018 | 0.7758 |
522
+ | 0.3162 | 29.4375 | 942 | 0.5828 | 0.4835 | 0.5828 | 0.7634 |
523
+ | 0.3162 | 29.5 | 944 | 0.5554 | 0.5939 | 0.5554 | 0.7453 |
524
+ | 0.3162 | 29.5625 | 946 | 0.5402 | 0.5404 | 0.5402 | 0.7350 |
525
+ | 0.3162 | 29.625 | 948 | 0.5373 | 0.5404 | 0.5373 | 0.7330 |
526
+ | 0.3162 | 29.6875 | 950 | 0.5390 | 0.5404 | 0.5390 | 0.7341 |
527
+ | 0.3162 | 29.75 | 952 | 0.5477 | 0.5404 | 0.5477 | 0.7401 |
528
+ | 0.3162 | 29.8125 | 954 | 0.5485 | 0.5404 | 0.5485 | 0.7406 |
529
+ | 0.3162 | 29.875 | 956 | 0.5470 | 0.5151 | 0.5470 | 0.7396 |
530
+ | 0.3162 | 29.9375 | 958 | 0.5323 | 0.4837 | 0.5323 | 0.7296 |
531
+ | 0.3162 | 30.0 | 960 | 0.5308 | 0.4659 | 0.5308 | 0.7286 |
532
+ | 0.3162 | 30.0625 | 962 | 0.5242 | 0.4402 | 0.5242 | 0.7240 |
533
+ | 0.3162 | 30.125 | 964 | 0.5221 | 0.4402 | 0.5221 | 0.7226 |
534
+ | 0.3162 | 30.1875 | 966 | 0.5392 | 0.4111 | 0.5392 | 0.7343 |
535
+ | 0.3162 | 30.25 | 968 | 0.5560 | 0.4888 | 0.5560 | 0.7457 |
536
+ | 0.3162 | 30.3125 | 970 | 0.5572 | 0.4888 | 0.5572 | 0.7465 |
537
+ | 0.3162 | 30.375 | 972 | 0.5396 | 0.4402 | 0.5396 | 0.7346 |
538
+ | 0.3162 | 30.4375 | 974 | 0.5189 | 0.5379 | 0.5189 | 0.7203 |
539
+ | 0.3162 | 30.5 | 976 | 0.5174 | 0.5467 | 0.5174 | 0.7193 |
540
+ | 0.3162 | 30.5625 | 978 | 0.5240 | 0.4935 | 0.5240 | 0.7239 |
541
+ | 0.3162 | 30.625 | 980 | 0.5171 | 0.5299 | 0.5171 | 0.7191 |
542
+ | 0.3162 | 30.6875 | 982 | 0.5033 | 0.5467 | 0.5033 | 0.7094 |
543
+ | 0.3162 | 30.75 | 984 | 0.5114 | 0.5231 | 0.5114 | 0.7151 |
544
+ | 0.3162 | 30.8125 | 986 | 0.5287 | 0.4949 | 0.5287 | 0.7271 |
545
+ | 0.3162 | 30.875 | 988 | 0.5352 | 0.5521 | 0.5352 | 0.7315 |
546
+ | 0.3162 | 30.9375 | 990 | 0.5259 | 0.5521 | 0.5259 | 0.7252 |
547
+ | 0.3162 | 31.0 | 992 | 0.5152 | 0.4949 | 0.5152 | 0.7178 |
548
+ | 0.3162 | 31.0625 | 994 | 0.5118 | 0.4949 | 0.5118 | 0.7154 |
549
+ | 0.3162 | 31.125 | 996 | 0.5105 | 0.5208 | 0.5105 | 0.7145 |
550
+ | 0.3162 | 31.1875 | 998 | 0.5093 | 0.5208 | 0.5093 | 0.7136 |
551
+ | 0.0602 | 31.25 | 1000 | 0.5086 | 0.5208 | 0.5086 | 0.7131 |
552
+ | 0.0602 | 31.3125 | 1002 | 0.5066 | 0.5208 | 0.5066 | 0.7118 |
553
+ | 0.0602 | 31.375 | 1004 | 0.5113 | 0.5208 | 0.5113 | 0.7151 |
554
+ | 0.0602 | 31.4375 | 1006 | 0.5191 | 0.5521 | 0.5191 | 0.7205 |
555
+ | 0.0602 | 31.5 | 1008 | 0.5246 | 0.5267 | 0.5246 | 0.7243 |
556
+ | 0.0602 | 31.5625 | 1010 | 0.5290 | 0.5267 | 0.5290 | 0.7273 |
557
+ | 0.0602 | 31.625 | 1012 | 0.5338 | 0.4983 | 0.5338 | 0.7306 |
558
+ | 0.0602 | 31.6875 | 1014 | 0.5358 | 0.4983 | 0.5358 | 0.7320 |
559
+ | 0.0602 | 31.75 | 1016 | 0.5226 | 0.5749 | 0.5226 | 0.7229 |
560
+ | 0.0602 | 31.8125 | 1018 | 0.5045 | 0.5765 | 0.5045 | 0.7103 |
561
+ | 0.0602 | 31.875 | 1020 | 0.4946 | 0.5208 | 0.4946 | 0.7033 |
562
+ | 0.0602 | 31.9375 | 1022 | 0.4929 | 0.5061 | 0.4929 | 0.7021 |
563
+ | 0.0602 | 32.0 | 1024 | 0.4988 | 0.5061 | 0.4988 | 0.7062 |
564
+ | 0.0602 | 32.0625 | 1026 | 0.5189 | 0.6010 | 0.5189 | 0.7203 |
565
+ | 0.0602 | 32.125 | 1028 | 0.5501 | 0.5786 | 0.5501 | 0.7417 |
566
+ | 0.0602 | 32.1875 | 1030 | 0.5606 | 0.5814 | 0.5606 | 0.7487 |
567
+ | 0.0602 | 32.25 | 1032 | 0.5487 | 0.5872 | 0.5487 | 0.7408 |
568
+ | 0.0602 | 32.3125 | 1034 | 0.5360 | 0.5268 | 0.5360 | 0.7321 |
569
+ | 0.0602 | 32.375 | 1036 | 0.5221 | 0.5208 | 0.5221 | 0.7226 |
570
+ | 0.0602 | 32.4375 | 1038 | 0.5218 | 0.5208 | 0.5218 | 0.7223 |
571
+ | 0.0602 | 32.5 | 1040 | 0.5208 | 0.5208 | 0.5208 | 0.7217 |
572
+ | 0.0602 | 32.5625 | 1042 | 0.5201 | 0.4949 | 0.5201 | 0.7211 |
573
+ | 0.0602 | 32.625 | 1044 | 0.5157 | 0.4949 | 0.5157 | 0.7181 |
574
 
575
 
576
  ### Framework versions
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