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ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_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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- # ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k16_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: 0.7162
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- - Qwk: 0.3504
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- - Mse: 0.7162
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- - Rmse: 0.8463
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  ## Model description
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@@ -49,267 +49,264 @@ 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 | 0.0235 | 2 | 4.3267 | -0.0197 | 4.3267 | 2.0801 |
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- | No log | 0.0471 | 4 | 2.1727 | 0.0784 | 2.1727 | 1.4740 |
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- | No log | 0.0706 | 6 | 1.1553 | -0.0217 | 1.1553 | 1.0748 |
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- | No log | 0.0941 | 8 | 0.8811 | 0.0735 | 0.8811 | 0.9387 |
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- | No log | 0.1176 | 10 | 0.8855 | 0.1163 | 0.8855 | 0.9410 |
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- | No log | 0.1412 | 12 | 0.9492 | 0.0093 | 0.9492 | 0.9743 |
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- | No log | 0.1647 | 14 | 1.2053 | 0.0312 | 1.2053 | 1.0978 |
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- | No log | 0.1882 | 16 | 1.2658 | 0.0262 | 1.2658 | 1.1251 |
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- | No log | 0.2118 | 18 | 1.0324 | 0.0257 | 1.0324 | 1.0160 |
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- | No log | 0.2353 | 20 | 0.8690 | 0.2324 | 0.8690 | 0.9322 |
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- | No log | 0.2588 | 22 | 0.8716 | 0.1107 | 0.8716 | 0.9336 |
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- | No log | 0.2824 | 24 | 0.8645 | 0.1657 | 0.8645 | 0.9298 |
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- | No log | 0.3059 | 26 | 0.8783 | 0.0937 | 0.8783 | 0.9372 |
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- | No log | 0.3294 | 28 | 0.8689 | 0.0660 | 0.8689 | 0.9321 |
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- | No log | 0.3529 | 30 | 0.8908 | 0.0781 | 0.8908 | 0.9438 |
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- | No log | 0.3765 | 32 | 0.8826 | 0.2056 | 0.8826 | 0.9395 |
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- | No log | 0.4 | 34 | 0.8887 | 0.1735 | 0.8887 | 0.9427 |
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- | No log | 0.4235 | 36 | 0.9533 | 0.0855 | 0.9533 | 0.9764 |
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- | No log | 0.4471 | 38 | 1.0007 | 0.0444 | 1.0007 | 1.0004 |
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- | No log | 0.4706 | 40 | 1.1457 | -0.0493 | 1.1457 | 1.0704 |
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- | No log | 0.4941 | 42 | 1.1005 | 0.0119 | 1.1005 | 1.0491 |
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- | No log | 0.5176 | 44 | 0.8991 | 0.0675 | 0.8991 | 0.9482 |
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- | No log | 0.5412 | 46 | 0.8516 | 0.1101 | 0.8516 | 0.9228 |
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- | No log | 0.5647 | 48 | 0.8485 | 0.1347 | 0.8485 | 0.9212 |
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- | No log | 0.5882 | 50 | 0.8509 | 0.1651 | 0.8509 | 0.9225 |
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- | No log | 0.6118 | 52 | 0.8707 | 0.1331 | 0.8707 | 0.9331 |
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- | No log | 0.6353 | 54 | 0.9146 | 0.0912 | 0.9146 | 0.9563 |
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- | No log | 0.6588 | 56 | 0.9072 | 0.1503 | 0.9072 | 0.9525 |
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- | No log | 0.6824 | 58 | 0.9546 | 0.1256 | 0.9546 | 0.9771 |
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- | No log | 0.7059 | 60 | 0.9464 | 0.1550 | 0.9464 | 0.9728 |
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- | No log | 0.7294 | 62 | 0.8747 | 0.1475 | 0.8747 | 0.9352 |
83
- | No log | 0.7529 | 64 | 0.8655 | 0.1633 | 0.8655 | 0.9303 |
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- | No log | 0.7765 | 66 | 1.0379 | 0.0603 | 1.0379 | 1.0188 |
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- | No log | 0.8 | 68 | 1.1191 | 0.1310 | 1.1191 | 1.0579 |
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- | No log | 0.8235 | 70 | 0.9724 | 0.1583 | 0.9724 | 0.9861 |
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- | No log | 0.8471 | 72 | 0.8277 | 0.0797 | 0.8277 | 0.9098 |
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- | No log | 0.8706 | 74 | 0.8054 | 0.1571 | 0.8054 | 0.8974 |
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- | No log | 0.8941 | 76 | 0.9201 | 0.1205 | 0.9201 | 0.9592 |
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- | No log | 0.9176 | 78 | 1.1725 | 0.0630 | 1.1725 | 1.0828 |
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- | No log | 0.9412 | 80 | 1.2267 | 0.0305 | 1.2267 | 1.1075 |
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- | No log | 0.9647 | 82 | 1.0185 | 0.1016 | 1.0185 | 1.0092 |
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- | No log | 0.9882 | 84 | 0.8412 | 0.1931 | 0.8412 | 0.9172 |
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- | No log | 1.0118 | 86 | 0.7821 | 0.2452 | 0.7821 | 0.8843 |
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- | No log | 1.0353 | 88 | 0.8116 | 0.2486 | 0.8116 | 0.9009 |
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- | No log | 1.0588 | 90 | 0.8462 | 0.2071 | 0.8462 | 0.9199 |
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- | No log | 1.0824 | 92 | 0.8336 | 0.2283 | 0.8336 | 0.9130 |
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- | No log | 1.1059 | 94 | 0.8300 | 0.2862 | 0.8300 | 0.9110 |
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- | No log | 1.1294 | 96 | 0.8580 | 0.2519 | 0.8580 | 0.9263 |
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- | No log | 1.1529 | 98 | 0.8391 | 0.2469 | 0.8391 | 0.9160 |
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- | No log | 1.1765 | 100 | 0.8435 | 0.2136 | 0.8435 | 0.9184 |
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- | No log | 1.2 | 102 | 0.8185 | 0.2756 | 0.8185 | 0.9047 |
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- | No log | 1.2235 | 104 | 0.8319 | 0.2149 | 0.8319 | 0.9121 |
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- | No log | 1.2471 | 106 | 0.7989 | 0.2988 | 0.7989 | 0.8938 |
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- | No log | 1.2706 | 108 | 0.8103 | 0.1861 | 0.8103 | 0.9002 |
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- | No log | 1.2941 | 110 | 0.8527 | 0.2429 | 0.8527 | 0.9234 |
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- | No log | 1.3176 | 112 | 0.7947 | 0.2764 | 0.7947 | 0.8915 |
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- | No log | 1.3412 | 114 | 0.7858 | 0.3001 | 0.7858 | 0.8865 |
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- | No log | 1.3647 | 116 | 0.8388 | 0.2455 | 0.8388 | 0.9159 |
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- | No log | 1.3882 | 118 | 0.7915 | 0.3186 | 0.7915 | 0.8897 |
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- | No log | 1.4118 | 120 | 0.7882 | 0.2634 | 0.7882 | 0.8878 |
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- | No log | 1.4353 | 122 | 0.7852 | 0.2845 | 0.7852 | 0.8861 |
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- | No log | 1.4588 | 124 | 0.8095 | 0.3441 | 0.8095 | 0.8997 |
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- | No log | 1.4824 | 126 | 0.8321 | 0.3134 | 0.8321 | 0.9122 |
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- | No log | 1.5059 | 128 | 1.0706 | 0.3598 | 1.0706 | 1.0347 |
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- | No log | 1.5294 | 130 | 1.0935 | 0.3475 | 1.0935 | 1.0457 |
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- | No log | 1.5529 | 132 | 0.8293 | 0.4100 | 0.8293 | 0.9107 |
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- | No log | 1.5765 | 134 | 0.7863 | 0.3380 | 0.7863 | 0.8867 |
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- | No log | 1.6 | 136 | 0.7664 | 0.3663 | 0.7664 | 0.8754 |
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- | No log | 1.6235 | 138 | 0.7828 | 0.3906 | 0.7828 | 0.8848 |
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- | No log | 1.6471 | 140 | 1.0595 | 0.3607 | 1.0595 | 1.0293 |
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- | No log | 1.6706 | 142 | 1.1994 | 0.2764 | 1.1994 | 1.0952 |
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- | No log | 1.6941 | 144 | 1.0470 | 0.3601 | 1.0470 | 1.0232 |
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- | No log | 1.7176 | 146 | 0.8330 | 0.3762 | 0.8330 | 0.9127 |
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- | No log | 1.7412 | 148 | 0.7921 | 0.3708 | 0.7921 | 0.8900 |
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- | No log | 1.7647 | 150 | 0.8153 | 0.3620 | 0.8153 | 0.9029 |
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- | No log | 1.7882 | 152 | 0.9238 | 0.3578 | 0.9238 | 0.9611 |
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- | No log | 1.8118 | 154 | 1.1117 | 0.3207 | 1.1117 | 1.0544 |
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- | No log | 1.8353 | 156 | 1.0058 | 0.3259 | 1.0058 | 1.0029 |
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- | No log | 1.8588 | 158 | 0.9387 | 0.3177 | 0.9387 | 0.9689 |
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- | No log | 1.8824 | 160 | 1.0153 | 0.3259 | 1.0153 | 1.0076 |
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- | No log | 1.9059 | 162 | 1.1930 | 0.2753 | 1.1930 | 1.0922 |
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- | No log | 1.9294 | 164 | 1.1106 | 0.2983 | 1.1106 | 1.0539 |
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- | No log | 1.9529 | 166 | 0.8096 | 0.3451 | 0.8096 | 0.8998 |
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- | No log | 1.9765 | 168 | 0.7098 | 0.3283 | 0.7098 | 0.8425 |
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- | No log | 2.0 | 170 | 0.7143 | 0.3206 | 0.7143 | 0.8452 |
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- | No log | 2.0235 | 172 | 0.6658 | 0.3658 | 0.6658 | 0.8160 |
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- | No log | 2.0471 | 174 | 0.7283 | 0.3836 | 0.7283 | 0.8534 |
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- | No log | 2.0706 | 176 | 0.8396 | 0.3922 | 0.8396 | 0.9163 |
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- | No log | 2.0941 | 178 | 0.8699 | 0.4201 | 0.8699 | 0.9327 |
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- | No log | 2.1176 | 180 | 0.7710 | 0.3931 | 0.7710 | 0.8780 |
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- | No log | 2.1412 | 182 | 0.7292 | 0.3296 | 0.7292 | 0.8539 |
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- | No log | 2.1647 | 184 | 0.7315 | 0.3196 | 0.7315 | 0.8552 |
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- | No log | 2.1882 | 186 | 0.7272 | 0.3415 | 0.7272 | 0.8528 |
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- | No log | 2.2118 | 188 | 0.7372 | 0.3081 | 0.7372 | 0.8586 |
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- | No log | 2.2353 | 190 | 0.7299 | 0.3402 | 0.7299 | 0.8544 |
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- | No log | 2.2588 | 192 | 0.7240 | 0.3337 | 0.7240 | 0.8509 |
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- | No log | 2.2824 | 194 | 0.7337 | 0.3166 | 0.7337 | 0.8565 |
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- | No log | 2.3059 | 196 | 0.7699 | 0.3406 | 0.7699 | 0.8775 |
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- | No log | 2.3294 | 198 | 0.7489 | 0.2972 | 0.7489 | 0.8654 |
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- | No log | 2.3529 | 200 | 0.7549 | 0.2972 | 0.7549 | 0.8688 |
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- | No log | 2.3765 | 202 | 0.7372 | 0.3224 | 0.7372 | 0.8586 |
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- | No log | 2.4 | 204 | 0.7486 | 0.2880 | 0.7486 | 0.8652 |
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- | No log | 2.4235 | 206 | 0.7344 | 0.3241 | 0.7344 | 0.8569 |
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- | No log | 2.4471 | 208 | 0.7455 | 0.2704 | 0.7455 | 0.8634 |
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- | No log | 2.4706 | 210 | 0.7735 | 0.2929 | 0.7735 | 0.8795 |
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- | No log | 2.4941 | 212 | 0.7480 | 0.2968 | 0.7480 | 0.8649 |
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- | No log | 2.5176 | 214 | 0.7556 | 0.2493 | 0.7556 | 0.8693 |
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- | No log | 2.5412 | 216 | 0.7053 | 0.2972 | 0.7053 | 0.8398 |
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- | No log | 2.5647 | 218 | 0.6909 | 0.3838 | 0.6909 | 0.8312 |
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- | No log | 2.5882 | 220 | 0.6881 | 0.3596 | 0.6881 | 0.8295 |
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- | No log | 2.6118 | 222 | 0.7212 | 0.3125 | 0.7212 | 0.8492 |
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- | No log | 2.6353 | 224 | 0.8279 | 0.3459 | 0.8279 | 0.9099 |
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- | No log | 2.6588 | 226 | 0.7961 | 0.3775 | 0.7961 | 0.8923 |
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- | No log | 2.6824 | 228 | 0.7015 | 0.4217 | 0.7015 | 0.8376 |
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- | No log | 2.7059 | 230 | 0.6955 | 0.3811 | 0.6955 | 0.8340 |
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- | No log | 2.7294 | 232 | 0.7002 | 0.4140 | 0.7002 | 0.8368 |
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- | No log | 2.7529 | 234 | 0.7614 | 0.4108 | 0.7614 | 0.8726 |
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- | No log | 2.7765 | 236 | 0.8003 | 0.3735 | 0.8003 | 0.8946 |
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- | No log | 2.8 | 238 | 0.9743 | 0.3479 | 0.9743 | 0.9871 |
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- | No log | 2.8235 | 240 | 1.0075 | 0.3278 | 1.0075 | 1.0038 |
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- | No log | 2.8471 | 242 | 0.9563 | 0.3466 | 0.9563 | 0.9779 |
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- | No log | 2.8706 | 244 | 0.8384 | 0.3728 | 0.8384 | 0.9156 |
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- | No log | 2.8941 | 246 | 0.7442 | 0.3702 | 0.7442 | 0.8627 |
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- | No log | 2.9176 | 248 | 0.7219 | 0.3495 | 0.7219 | 0.8496 |
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- | No log | 2.9412 | 250 | 0.7281 | 0.4028 | 0.7281 | 0.8533 |
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- | No log | 2.9647 | 252 | 0.7229 | 0.3999 | 0.7229 | 0.8502 |
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- | No log | 2.9882 | 254 | 0.7362 | 0.4049 | 0.7362 | 0.8580 |
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- | No log | 3.0118 | 256 | 0.7998 | 0.3923 | 0.7998 | 0.8943 |
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- | No log | 3.0353 | 258 | 0.8926 | 0.4031 | 0.8926 | 0.9448 |
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- | No log | 3.0588 | 260 | 0.7809 | 0.3678 | 0.7809 | 0.8837 |
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- | No log | 3.0824 | 262 | 0.6564 | 0.3557 | 0.6564 | 0.8102 |
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- | No log | 3.1059 | 264 | 0.6824 | 0.3706 | 0.6824 | 0.8261 |
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- | No log | 3.1294 | 266 | 0.6748 | 0.3462 | 0.6748 | 0.8215 |
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- | No log | 3.1529 | 268 | 0.6796 | 0.2034 | 0.6796 | 0.8243 |
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- | No log | 3.1765 | 270 | 0.7133 | 0.3059 | 0.7133 | 0.8445 |
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- | No log | 3.2 | 272 | 0.6994 | 0.2938 | 0.6994 | 0.8363 |
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- | No log | 3.2235 | 274 | 0.7115 | 0.3510 | 0.7115 | 0.8435 |
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- | No log | 3.2471 | 276 | 0.7278 | 0.3828 | 0.7278 | 0.8531 |
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- | No log | 3.2706 | 278 | 0.7956 | 0.3548 | 0.7956 | 0.8919 |
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- | No log | 3.2941 | 280 | 0.8102 | 0.3699 | 0.8102 | 0.9001 |
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- | No log | 3.3176 | 282 | 0.7268 | 0.3947 | 0.7268 | 0.8525 |
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- | No log | 3.3412 | 284 | 0.6948 | 0.3647 | 0.6948 | 0.8335 |
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- | No log | 3.3647 | 286 | 0.7423 | 0.3472 | 0.7423 | 0.8615 |
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- | No log | 3.3882 | 288 | 0.8223 | 0.3577 | 0.8223 | 0.9068 |
196
- | No log | 3.4118 | 290 | 0.8209 | 0.3678 | 0.8209 | 0.9060 |
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- | No log | 3.4353 | 292 | 0.7224 | 0.3870 | 0.7224 | 0.8499 |
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- | No log | 3.4588 | 294 | 0.7442 | 0.3691 | 0.7442 | 0.8627 |
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- | No log | 3.4824 | 296 | 0.6850 | 0.3828 | 0.6850 | 0.8276 |
200
- | No log | 3.5059 | 298 | 0.6704 | 0.3258 | 0.6704 | 0.8188 |
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- | No log | 3.5294 | 300 | 0.6868 | 0.3412 | 0.6868 | 0.8287 |
202
- | No log | 3.5529 | 302 | 0.7002 | 0.3290 | 0.7002 | 0.8368 |
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- | No log | 3.5765 | 304 | 0.7095 | 0.2980 | 0.7095 | 0.8423 |
204
- | No log | 3.6 | 306 | 0.6844 | 0.2415 | 0.6844 | 0.8273 |
205
- | No log | 3.6235 | 308 | 0.6805 | 0.2844 | 0.6805 | 0.8249 |
206
- | No log | 3.6471 | 310 | 0.7057 | 0.2419 | 0.7057 | 0.8400 |
207
- | No log | 3.6706 | 312 | 0.7193 | 0.3801 | 0.7193 | 0.8481 |
208
- | No log | 3.6941 | 314 | 0.7354 | 0.3394 | 0.7354 | 0.8576 |
209
- | No log | 3.7176 | 316 | 0.7831 | 0.3413 | 0.7831 | 0.8850 |
210
- | No log | 3.7412 | 318 | 0.7511 | 0.3555 | 0.7511 | 0.8667 |
211
- | No log | 3.7647 | 320 | 0.7626 | 0.3045 | 0.7626 | 0.8733 |
212
- | No log | 3.7882 | 322 | 0.7319 | 0.3208 | 0.7319 | 0.8555 |
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- | No log | 3.8118 | 324 | 0.7322 | 0.2998 | 0.7322 | 0.8557 |
214
- | No log | 3.8353 | 326 | 0.7259 | 0.3376 | 0.7259 | 0.8520 |
215
- | No log | 3.8588 | 328 | 0.7186 | 0.3344 | 0.7186 | 0.8477 |
216
- | No log | 3.8824 | 330 | 0.7199 | 0.3687 | 0.7199 | 0.8485 |
217
- | No log | 3.9059 | 332 | 0.7141 | 0.4327 | 0.7141 | 0.8450 |
218
- | No log | 3.9294 | 334 | 0.7504 | 0.4222 | 0.7504 | 0.8663 |
219
- | No log | 3.9529 | 336 | 0.8497 | 0.3950 | 0.8497 | 0.9218 |
220
- | No log | 3.9765 | 338 | 0.7761 | 0.4267 | 0.7761 | 0.8809 |
221
- | No log | 4.0 | 340 | 0.6425 | 0.4506 | 0.6425 | 0.8015 |
222
- | No log | 4.0235 | 342 | 0.6247 | 0.3471 | 0.6247 | 0.7904 |
223
- | No log | 4.0471 | 344 | 0.6409 | 0.4507 | 0.6409 | 0.8005 |
224
- | No log | 4.0706 | 346 | 0.6434 | 0.4605 | 0.6434 | 0.8022 |
225
- | No log | 4.0941 | 348 | 0.6344 | 0.4797 | 0.6344 | 0.7965 |
226
- | No log | 4.1176 | 350 | 0.6556 | 0.4327 | 0.6556 | 0.8097 |
227
- | No log | 4.1412 | 352 | 0.6759 | 0.4282 | 0.6759 | 0.8221 |
228
- | No log | 4.1647 | 354 | 0.7585 | 0.4306 | 0.7585 | 0.8709 |
229
- | No log | 4.1882 | 356 | 0.7859 | 0.4250 | 0.7859 | 0.8865 |
230
- | No log | 4.2118 | 358 | 0.7152 | 0.3696 | 0.7152 | 0.8457 |
231
- | No log | 4.2353 | 360 | 0.6880 | 0.3747 | 0.6880 | 0.8295 |
232
- | No log | 4.2588 | 362 | 0.6872 | 0.3772 | 0.6872 | 0.8289 |
233
- | No log | 4.2824 | 364 | 0.7331 | 0.3446 | 0.7331 | 0.8562 |
234
- | No log | 4.3059 | 366 | 0.8897 | 0.3556 | 0.8897 | 0.9433 |
235
- | No log | 4.3294 | 368 | 0.8723 | 0.3782 | 0.8723 | 0.9340 |
236
- | No log | 4.3529 | 370 | 0.7325 | 0.3288 | 0.7325 | 0.8558 |
237
- | No log | 4.3765 | 372 | 0.6929 | 0.3682 | 0.6929 | 0.8324 |
238
- | No log | 4.4 | 374 | 0.6833 | 0.3511 | 0.6833 | 0.8266 |
239
- | No log | 4.4235 | 376 | 0.6843 | 0.3329 | 0.6843 | 0.8272 |
240
- | No log | 4.4471 | 378 | 0.7003 | 0.2905 | 0.7003 | 0.8368 |
241
- | No log | 4.4706 | 380 | 0.6676 | 0.3169 | 0.6676 | 0.8171 |
242
- | No log | 4.4941 | 382 | 0.6639 | 0.3145 | 0.6639 | 0.8148 |
243
- | No log | 4.5176 | 384 | 0.6676 | 0.2884 | 0.6676 | 0.8171 |
244
- | No log | 4.5412 | 386 | 0.6721 | 0.3536 | 0.6721 | 0.8198 |
245
- | No log | 4.5647 | 388 | 0.6735 | 0.3143 | 0.6735 | 0.8207 |
246
- | No log | 4.5882 | 390 | 0.6982 | 0.3582 | 0.6982 | 0.8356 |
247
- | No log | 4.6118 | 392 | 0.7081 | 0.3548 | 0.7081 | 0.8415 |
248
- | No log | 4.6353 | 394 | 0.6854 | 0.3738 | 0.6854 | 0.8279 |
249
- | No log | 4.6588 | 396 | 0.6526 | 0.2315 | 0.6526 | 0.8079 |
250
- | No log | 4.6824 | 398 | 0.6457 | 0.3584 | 0.6457 | 0.8036 |
251
- | No log | 4.7059 | 400 | 0.6655 | 0.3781 | 0.6655 | 0.8158 |
252
- | No log | 4.7294 | 402 | 0.7421 | 0.4013 | 0.7421 | 0.8615 |
253
- | No log | 4.7529 | 404 | 0.8328 | 0.3837 | 0.8328 | 0.9126 |
254
- | No log | 4.7765 | 406 | 0.7733 | 0.3866 | 0.7733 | 0.8794 |
255
- | No log | 4.8 | 408 | 0.6377 | 0.4453 | 0.6377 | 0.7986 |
256
- | No log | 4.8235 | 410 | 0.6741 | 0.4131 | 0.6741 | 0.8211 |
257
- | No log | 4.8471 | 412 | 0.6877 | 0.4108 | 0.6877 | 0.8293 |
258
- | No log | 4.8706 | 414 | 0.6186 | 0.4415 | 0.6186 | 0.7865 |
259
- | No log | 4.8941 | 416 | 0.6638 | 0.4431 | 0.6638 | 0.8147 |
260
- | No log | 4.9176 | 418 | 0.8004 | 0.3867 | 0.8004 | 0.8946 |
261
- | No log | 4.9412 | 420 | 0.7816 | 0.3867 | 0.7816 | 0.8841 |
262
- | No log | 4.9647 | 422 | 0.6581 | 0.4419 | 0.6581 | 0.8112 |
263
- | No log | 4.9882 | 424 | 0.6499 | 0.4773 | 0.6499 | 0.8061 |
264
- | No log | 5.0118 | 426 | 0.6516 | 0.4889 | 0.6516 | 0.8072 |
265
- | No log | 5.0353 | 428 | 0.6105 | 0.5011 | 0.6105 | 0.7814 |
266
- | No log | 5.0588 | 430 | 0.6791 | 0.3958 | 0.6791 | 0.8241 |
267
- | No log | 5.0824 | 432 | 0.7388 | 0.4155 | 0.7388 | 0.8595 |
268
- | No log | 5.1059 | 434 | 0.6850 | 0.4047 | 0.6850 | 0.8277 |
269
- | No log | 5.1294 | 436 | 0.6272 | 0.5288 | 0.6272 | 0.7920 |
270
- | No log | 5.1529 | 438 | 0.6795 | 0.4311 | 0.6795 | 0.8243 |
271
- | No log | 5.1765 | 440 | 0.7225 | 0.4311 | 0.7225 | 0.8500 |
272
- | No log | 5.2 | 442 | 0.6760 | 0.4384 | 0.6760 | 0.8222 |
273
- | No log | 5.2235 | 444 | 0.6889 | 0.4255 | 0.6889 | 0.8300 |
274
- | No log | 5.2471 | 446 | 0.7971 | 0.4096 | 0.7971 | 0.8928 |
275
- | No log | 5.2706 | 448 | 0.8075 | 0.3778 | 0.8075 | 0.8986 |
276
- | No log | 5.2941 | 450 | 0.7685 | 0.3957 | 0.7685 | 0.8766 |
277
- | No log | 5.3176 | 452 | 0.6860 | 0.4112 | 0.6860 | 0.8283 |
278
- | No log | 5.3412 | 454 | 0.6643 | 0.3144 | 0.6643 | 0.8150 |
279
- | No log | 5.3647 | 456 | 0.6705 | 0.3626 | 0.6705 | 0.8189 |
280
- | No log | 5.3882 | 458 | 0.6709 | 0.3587 | 0.6709 | 0.8191 |
281
- | No log | 5.4118 | 460 | 0.6658 | 0.3626 | 0.6658 | 0.8160 |
282
- | No log | 5.4353 | 462 | 0.6625 | 0.3777 | 0.6625 | 0.8140 |
283
- | No log | 5.4588 | 464 | 0.6724 | 0.3794 | 0.6724 | 0.8200 |
284
- | No log | 5.4824 | 466 | 0.6631 | 0.4038 | 0.6631 | 0.8143 |
285
- | No log | 5.5059 | 468 | 0.7171 | 0.3748 | 0.7171 | 0.8468 |
286
- | No log | 5.5294 | 470 | 0.7688 | 0.3989 | 0.7688 | 0.8768 |
287
- | No log | 5.5529 | 472 | 0.7162 | 0.3497 | 0.7162 | 0.8463 |
288
- | No log | 5.5765 | 474 | 0.6510 | 0.3941 | 0.6510 | 0.8068 |
289
- | No log | 5.6 | 476 | 0.6505 | 0.3559 | 0.6505 | 0.8066 |
290
- | No log | 5.6235 | 478 | 0.6417 | 0.4181 | 0.6417 | 0.8011 |
291
- | No log | 5.6471 | 480 | 0.6674 | 0.3059 | 0.6674 | 0.8169 |
292
- | No log | 5.6706 | 482 | 0.7341 | 0.3105 | 0.7341 | 0.8568 |
293
- | No log | 5.6941 | 484 | 0.8032 | 0.3953 | 0.8032 | 0.8962 |
294
- | No log | 5.7176 | 486 | 0.7633 | 0.3874 | 0.7633 | 0.8737 |
295
- | No log | 5.7412 | 488 | 0.6817 | 0.3957 | 0.6817 | 0.8257 |
296
- | No log | 5.7647 | 490 | 0.6677 | 0.3938 | 0.6677 | 0.8171 |
297
- | No log | 5.7882 | 492 | 0.6708 | 0.3931 | 0.6708 | 0.8190 |
298
- | No log | 5.8118 | 494 | 0.6803 | 0.3662 | 0.6803 | 0.8248 |
299
- | No log | 5.8353 | 496 | 0.6761 | 0.3646 | 0.6761 | 0.8223 |
300
- | No log | 5.8588 | 498 | 0.6694 | 0.3747 | 0.6694 | 0.8182 |
301
- | 0.4205 | 5.8824 | 500 | 0.6683 | 0.3528 | 0.6683 | 0.8175 |
302
- | 0.4205 | 5.9059 | 502 | 0.6784 | 0.3413 | 0.6784 | 0.8237 |
303
- | 0.4205 | 5.9294 | 504 | 0.6716 | 0.3809 | 0.6716 | 0.8195 |
304
- | 0.4205 | 5.9529 | 506 | 0.6696 | 0.3917 | 0.6696 | 0.8183 |
305
- | 0.4205 | 5.9765 | 508 | 0.6890 | 0.3653 | 0.6890 | 0.8301 |
306
- | 0.4205 | 6.0 | 510 | 0.7259 | 0.4064 | 0.7259 | 0.8520 |
307
- | 0.4205 | 6.0235 | 512 | 0.7077 | 0.4222 | 0.7077 | 0.8412 |
308
- | 0.4205 | 6.0471 | 514 | 0.7150 | 0.3425 | 0.7150 | 0.8456 |
309
- | 0.4205 | 6.0706 | 516 | 0.7411 | 0.3216 | 0.7411 | 0.8609 |
310
- | 0.4205 | 6.0941 | 518 | 0.7114 | 0.3070 | 0.7114 | 0.8435 |
311
- | 0.4205 | 6.1176 | 520 | 0.7044 | 0.3146 | 0.7044 | 0.8393 |
312
- | 0.4205 | 6.1412 | 522 | 0.7162 | 0.3504 | 0.7162 | 0.8463 |
313
 
314
 
315
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_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
+ # ArabicNewSplits8_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k17_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: 0.5685
19
+ - Qwk: 0.3966
20
+ - Mse: 0.5685
21
+ - Rmse: 0.7540
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0225 | 2 | 4.1777 | -0.0106 | 4.1777 | 2.0439 |
53
+ | No log | 0.0449 | 4 | 2.3504 | 0.0552 | 2.3504 | 1.5331 |
54
+ | No log | 0.0674 | 6 | 1.5512 | 0.0022 | 1.5512 | 1.2455 |
55
+ | No log | 0.0899 | 8 | 1.2505 | -0.0277 | 1.2505 | 1.1182 |
56
+ | No log | 0.1124 | 10 | 0.9192 | 0.0733 | 0.9192 | 0.9587 |
57
+ | No log | 0.1348 | 12 | 0.8052 | 0.2138 | 0.8052 | 0.8973 |
58
+ | No log | 0.1573 | 14 | 0.9607 | 0.0795 | 0.9607 | 0.9802 |
59
+ | No log | 0.1798 | 16 | 1.3006 | -0.0007 | 1.3006 | 1.1404 |
60
+ | No log | 0.2022 | 18 | 1.2681 | 0.0094 | 1.2681 | 1.1261 |
61
+ | No log | 0.2247 | 20 | 1.0579 | 0.1336 | 1.0579 | 1.0286 |
62
+ | No log | 0.2472 | 22 | 0.8668 | 0.2403 | 0.8668 | 0.9310 |
63
+ | No log | 0.2697 | 24 | 0.8337 | 0.2436 | 0.8337 | 0.9131 |
64
+ | No log | 0.2921 | 26 | 0.8115 | 0.2097 | 0.8115 | 0.9008 |
65
+ | No log | 0.3146 | 28 | 0.9134 | 0.0794 | 0.9134 | 0.9557 |
66
+ | No log | 0.3371 | 30 | 1.0275 | 0.0957 | 1.0275 | 1.0137 |
67
+ | No log | 0.3596 | 32 | 1.0001 | 0.0957 | 1.0001 | 1.0000 |
68
+ | No log | 0.3820 | 34 | 0.8593 | 0.1248 | 0.8593 | 0.9270 |
69
+ | No log | 0.4045 | 36 | 0.8161 | 0.1680 | 0.8161 | 0.9034 |
70
+ | No log | 0.4270 | 38 | 0.7701 | 0.2138 | 0.7701 | 0.8776 |
71
+ | No log | 0.4494 | 40 | 0.7743 | 0.2399 | 0.7743 | 0.8800 |
72
+ | No log | 0.4719 | 42 | 0.7820 | 0.2693 | 0.7820 | 0.8843 |
73
+ | No log | 0.4944 | 44 | 0.7855 | 0.2136 | 0.7855 | 0.8863 |
74
+ | No log | 0.5169 | 46 | 0.9205 | 0.1955 | 0.9205 | 0.9594 |
75
+ | No log | 0.5393 | 48 | 1.1515 | 0.0740 | 1.1515 | 1.0731 |
76
+ | No log | 0.5618 | 50 | 1.3154 | 0.0572 | 1.3154 | 1.1469 |
77
+ | No log | 0.5843 | 52 | 1.3248 | 0.0924 | 1.3248 | 1.1510 |
78
+ | No log | 0.6067 | 54 | 1.0073 | 0.1971 | 1.0073 | 1.0036 |
79
+ | No log | 0.6292 | 56 | 0.9338 | 0.2582 | 0.9338 | 0.9663 |
80
+ | No log | 0.6517 | 58 | 1.0365 | 0.2350 | 1.0365 | 1.0181 |
81
+ | No log | 0.6742 | 60 | 1.0710 | 0.2267 | 1.0710 | 1.0349 |
82
+ | No log | 0.6966 | 62 | 0.9700 | 0.2226 | 0.9700 | 0.9849 |
83
+ | No log | 0.7191 | 64 | 0.7034 | 0.3475 | 0.7034 | 0.8387 |
84
+ | No log | 0.7416 | 66 | 0.7036 | 0.4420 | 0.7036 | 0.8388 |
85
+ | No log | 0.7640 | 68 | 0.9002 | 0.3891 | 0.9002 | 0.9488 |
86
+ | No log | 0.7865 | 70 | 0.8536 | 0.3469 | 0.8536 | 0.9239 |
87
+ | No log | 0.8090 | 72 | 0.6304 | 0.4232 | 0.6304 | 0.7940 |
88
+ | No log | 0.8315 | 74 | 0.6138 | 0.3593 | 0.6138 | 0.7835 |
89
+ | No log | 0.8539 | 76 | 0.6087 | 0.3593 | 0.6087 | 0.7802 |
90
+ | No log | 0.8764 | 78 | 0.6557 | 0.3997 | 0.6557 | 0.8097 |
91
+ | No log | 0.8989 | 80 | 0.8225 | 0.3514 | 0.8225 | 0.9069 |
92
+ | No log | 0.9213 | 82 | 0.8256 | 0.3234 | 0.8256 | 0.9086 |
93
+ | No log | 0.9438 | 84 | 0.7580 | 0.3955 | 0.7580 | 0.8706 |
94
+ | No log | 0.9663 | 86 | 0.7204 | 0.4370 | 0.7204 | 0.8488 |
95
+ | No log | 0.9888 | 88 | 0.6890 | 0.4661 | 0.6890 | 0.8301 |
96
+ | No log | 1.0112 | 90 | 0.7028 | 0.4793 | 0.7028 | 0.8383 |
97
+ | No log | 1.0337 | 92 | 0.7373 | 0.4211 | 0.7373 | 0.8587 |
98
+ | No log | 1.0562 | 94 | 0.8296 | 0.4672 | 0.8296 | 0.9108 |
99
+ | No log | 1.0787 | 96 | 0.8450 | 0.4672 | 0.8450 | 0.9192 |
100
+ | No log | 1.1011 | 98 | 0.7698 | 0.4426 | 0.7698 | 0.8774 |
101
+ | No log | 1.1236 | 100 | 0.7634 | 0.4514 | 0.7634 | 0.8737 |
102
+ | No log | 1.1461 | 102 | 0.7214 | 0.4843 | 0.7214 | 0.8493 |
103
+ | No log | 1.1685 | 104 | 0.7241 | 0.4955 | 0.7241 | 0.8509 |
104
+ | No log | 1.1910 | 106 | 0.7211 | 0.4293 | 0.7211 | 0.8492 |
105
+ | No log | 1.2135 | 108 | 0.7309 | 0.3958 | 0.7309 | 0.8549 |
106
+ | No log | 1.2360 | 110 | 0.7048 | 0.3971 | 0.7048 | 0.8395 |
107
+ | No log | 1.2584 | 112 | 0.7282 | 0.3604 | 0.7282 | 0.8534 |
108
+ | No log | 1.2809 | 114 | 0.9335 | 0.3286 | 0.9335 | 0.9662 |
109
+ | No log | 1.3034 | 116 | 0.9041 | 0.3204 | 0.9041 | 0.9509 |
110
+ | No log | 1.3258 | 118 | 0.7006 | 0.3731 | 0.7006 | 0.8370 |
111
+ | No log | 1.3483 | 120 | 0.7893 | 0.4765 | 0.7893 | 0.8885 |
112
+ | No log | 1.3708 | 122 | 0.7621 | 0.4485 | 0.7621 | 0.8730 |
113
+ | No log | 1.3933 | 124 | 0.7070 | 0.3545 | 0.7070 | 0.8408 |
114
+ | No log | 1.4157 | 126 | 0.7348 | 0.3841 | 0.7348 | 0.8572 |
115
+ | No log | 1.4382 | 128 | 0.7852 | 0.3982 | 0.7852 | 0.8861 |
116
+ | No log | 1.4607 | 130 | 0.8191 | 0.3786 | 0.8191 | 0.9050 |
117
+ | No log | 1.4831 | 132 | 0.7028 | 0.4182 | 0.7028 | 0.8383 |
118
+ | No log | 1.5056 | 134 | 0.7081 | 0.3725 | 0.7081 | 0.8415 |
119
+ | No log | 1.5281 | 136 | 0.7185 | 0.3701 | 0.7185 | 0.8476 |
120
+ | No log | 1.5506 | 138 | 0.7359 | 0.3526 | 0.7359 | 0.8578 |
121
+ | No log | 1.5730 | 140 | 0.9207 | 0.3220 | 0.9207 | 0.9596 |
122
+ | No log | 1.5955 | 142 | 0.8869 | 0.3212 | 0.8869 | 0.9418 |
123
+ | No log | 1.6180 | 144 | 0.7754 | 0.3218 | 0.7754 | 0.8806 |
124
+ | No log | 1.6404 | 146 | 0.7043 | 0.3016 | 0.7043 | 0.8392 |
125
+ | No log | 1.6629 | 148 | 0.7353 | 0.4109 | 0.7353 | 0.8575 |
126
+ | No log | 1.6854 | 150 | 0.7089 | 0.4244 | 0.7089 | 0.8420 |
127
+ | No log | 1.7079 | 152 | 0.6704 | 0.3850 | 0.6704 | 0.8188 |
128
+ | No log | 1.7303 | 154 | 0.6830 | 0.3733 | 0.6830 | 0.8264 |
129
+ | No log | 1.7528 | 156 | 0.6470 | 0.3763 | 0.6470 | 0.8044 |
130
+ | No log | 1.7753 | 158 | 0.6863 | 0.3979 | 0.6863 | 0.8284 |
131
+ | No log | 1.7978 | 160 | 0.6830 | 0.4077 | 0.6830 | 0.8264 |
132
+ | No log | 1.8202 | 162 | 0.6625 | 0.4349 | 0.6625 | 0.8139 |
133
+ | No log | 1.8427 | 164 | 0.6366 | 0.4129 | 0.6366 | 0.7979 |
134
+ | No log | 1.8652 | 166 | 0.6417 | 0.3783 | 0.6417 | 0.8011 |
135
+ | No log | 1.8876 | 168 | 0.6270 | 0.3896 | 0.6270 | 0.7919 |
136
+ | No log | 1.9101 | 170 | 0.6306 | 0.4051 | 0.6306 | 0.7941 |
137
+ | No log | 1.9326 | 172 | 0.6224 | 0.4105 | 0.6224 | 0.7889 |
138
+ | No log | 1.9551 | 174 | 0.6664 | 0.3807 | 0.6664 | 0.8163 |
139
+ | No log | 1.9775 | 176 | 0.7455 | 0.4496 | 0.7455 | 0.8634 |
140
+ | No log | 2.0 | 178 | 0.7570 | 0.4910 | 0.7570 | 0.8700 |
141
+ | No log | 2.0225 | 180 | 0.6760 | 0.4122 | 0.6760 | 0.8222 |
142
+ | No log | 2.0449 | 182 | 0.6365 | 0.3735 | 0.6365 | 0.7978 |
143
+ | No log | 2.0674 | 184 | 0.6285 | 0.3355 | 0.6285 | 0.7928 |
144
+ | No log | 2.0899 | 186 | 0.6282 | 0.3658 | 0.6282 | 0.7926 |
145
+ | No log | 2.1124 | 188 | 0.6314 | 0.3666 | 0.6314 | 0.7946 |
146
+ | No log | 2.1348 | 190 | 0.6634 | 0.3626 | 0.6634 | 0.8145 |
147
+ | No log | 2.1573 | 192 | 0.6321 | 0.3414 | 0.6321 | 0.7950 |
148
+ | No log | 2.1798 | 194 | 0.6353 | 0.3404 | 0.6353 | 0.7971 |
149
+ | No log | 2.2022 | 196 | 0.6474 | 0.3896 | 0.6474 | 0.8046 |
150
+ | No log | 2.2247 | 198 | 0.6577 | 0.4058 | 0.6577 | 0.8110 |
151
+ | No log | 2.2472 | 200 | 0.6602 | 0.4439 | 0.6602 | 0.8125 |
152
+ | No log | 2.2697 | 202 | 0.6544 | 0.4453 | 0.6544 | 0.8089 |
153
+ | No log | 2.2921 | 204 | 0.6989 | 0.3969 | 0.6989 | 0.8360 |
154
+ | No log | 2.3146 | 206 | 0.9037 | 0.4376 | 0.9037 | 0.9506 |
155
+ | No log | 2.3371 | 208 | 1.1138 | 0.3665 | 1.1138 | 1.0553 |
156
+ | No log | 2.3596 | 210 | 1.0875 | 0.3526 | 1.0875 | 1.0428 |
157
+ | No log | 2.3820 | 212 | 0.7774 | 0.4235 | 0.7774 | 0.8817 |
158
+ | No log | 2.4045 | 214 | 0.6987 | 0.4883 | 0.6987 | 0.8359 |
159
+ | No log | 2.4270 | 216 | 0.8748 | 0.3955 | 0.8748 | 0.9353 |
160
+ | No log | 2.4494 | 218 | 0.8398 | 0.4593 | 0.8398 | 0.9164 |
161
+ | No log | 2.4719 | 220 | 0.6997 | 0.4567 | 0.6997 | 0.8365 |
162
+ | No log | 2.4944 | 222 | 0.6581 | 0.3995 | 0.6581 | 0.8113 |
163
+ | No log | 2.5169 | 224 | 0.6652 | 0.4214 | 0.6652 | 0.8156 |
164
+ | No log | 2.5393 | 226 | 0.7435 | 0.4062 | 0.7435 | 0.8623 |
165
+ | No log | 2.5618 | 228 | 0.8730 | 0.3952 | 0.8730 | 0.9343 |
166
+ | No log | 2.5843 | 230 | 0.8795 | 0.3952 | 0.8795 | 0.9378 |
167
+ | No log | 2.6067 | 232 | 0.7909 | 0.4620 | 0.7909 | 0.8894 |
168
+ | No log | 2.6292 | 234 | 0.7242 | 0.4183 | 0.7242 | 0.8510 |
169
+ | No log | 2.6517 | 236 | 0.7166 | 0.4559 | 0.7166 | 0.8465 |
170
+ | No log | 2.6742 | 238 | 0.7480 | 0.4698 | 0.7480 | 0.8649 |
171
+ | No log | 2.6966 | 240 | 0.7253 | 0.4148 | 0.7253 | 0.8517 |
172
+ | No log | 2.7191 | 242 | 0.7027 | 0.4318 | 0.7027 | 0.8383 |
173
+ | No log | 2.7416 | 244 | 0.6879 | 0.4112 | 0.6879 | 0.8294 |
174
+ | No log | 2.7640 | 246 | 0.6442 | 0.4438 | 0.6442 | 0.8026 |
175
+ | No log | 2.7865 | 248 | 0.6630 | 0.4051 | 0.6630 | 0.8143 |
176
+ | No log | 2.8090 | 250 | 0.6682 | 0.4542 | 0.6682 | 0.8175 |
177
+ | No log | 2.8315 | 252 | 0.6448 | 0.4188 | 0.6448 | 0.8030 |
178
+ | No log | 2.8539 | 254 | 0.6681 | 0.4795 | 0.6681 | 0.8174 |
179
+ | No log | 2.8764 | 256 | 0.6659 | 0.4506 | 0.6659 | 0.8160 |
180
+ | No log | 2.8989 | 258 | 0.6814 | 0.4585 | 0.6814 | 0.8255 |
181
+ | No log | 2.9213 | 260 | 0.6682 | 0.4552 | 0.6682 | 0.8175 |
182
+ | No log | 2.9438 | 262 | 0.6748 | 0.4640 | 0.6748 | 0.8214 |
183
+ | No log | 2.9663 | 264 | 0.6580 | 0.4401 | 0.6580 | 0.8112 |
184
+ | No log | 2.9888 | 266 | 0.6560 | 0.4323 | 0.6560 | 0.8100 |
185
+ | No log | 3.0112 | 268 | 0.6408 | 0.4276 | 0.6408 | 0.8005 |
186
+ | No log | 3.0337 | 270 | 0.7493 | 0.4708 | 0.7493 | 0.8656 |
187
+ | No log | 3.0562 | 272 | 0.8084 | 0.4560 | 0.8084 | 0.8991 |
188
+ | No log | 3.0787 | 274 | 0.7400 | 0.4655 | 0.7400 | 0.8602 |
189
+ | No log | 3.1011 | 276 | 0.6549 | 0.4679 | 0.6549 | 0.8093 |
190
+ | No log | 3.1236 | 278 | 0.6435 | 0.5083 | 0.6435 | 0.8022 |
191
+ | No log | 3.1461 | 280 | 0.6593 | 0.4598 | 0.6593 | 0.8119 |
192
+ | No log | 3.1685 | 282 | 0.6511 | 0.4735 | 0.6511 | 0.8069 |
193
+ | No log | 3.1910 | 284 | 0.6770 | 0.4599 | 0.6770 | 0.8228 |
194
+ | No log | 3.2135 | 286 | 0.7940 | 0.4735 | 0.7940 | 0.8911 |
195
+ | No log | 3.2360 | 288 | 0.7536 | 0.5045 | 0.7536 | 0.8681 |
196
+ | No log | 3.2584 | 290 | 0.6486 | 0.4651 | 0.6486 | 0.8054 |
197
+ | No log | 3.2809 | 292 | 0.5992 | 0.3655 | 0.5992 | 0.7741 |
198
+ | No log | 3.3034 | 294 | 0.6740 | 0.4366 | 0.6740 | 0.8210 |
199
+ | No log | 3.3258 | 296 | 0.6913 | 0.4480 | 0.6913 | 0.8314 |
200
+ | No log | 3.3483 | 298 | 0.5984 | 0.4121 | 0.5984 | 0.7735 |
201
+ | No log | 3.3708 | 300 | 0.6005 | 0.4499 | 0.6005 | 0.7749 |
202
+ | No log | 3.3933 | 302 | 0.6310 | 0.4934 | 0.6310 | 0.7943 |
203
+ | No log | 3.4157 | 304 | 0.5793 | 0.4218 | 0.5793 | 0.7611 |
204
+ | No log | 3.4382 | 306 | 0.5852 | 0.4318 | 0.5852 | 0.7650 |
205
+ | No log | 3.4607 | 308 | 0.7511 | 0.4757 | 0.7511 | 0.8666 |
206
+ | No log | 3.4831 | 310 | 0.8194 | 0.4719 | 0.8194 | 0.9052 |
207
+ | No log | 3.5056 | 312 | 0.6887 | 0.5234 | 0.6887 | 0.8299 |
208
+ | No log | 3.5281 | 314 | 0.5883 | 0.4389 | 0.5883 | 0.7670 |
209
+ | No log | 3.5506 | 316 | 0.5768 | 0.4632 | 0.5768 | 0.7595 |
210
+ | No log | 3.5730 | 318 | 0.5777 | 0.4443 | 0.5777 | 0.7600 |
211
+ | No log | 3.5955 | 320 | 0.6107 | 0.4603 | 0.6107 | 0.7815 |
212
+ | No log | 3.6180 | 322 | 0.7280 | 0.4971 | 0.7280 | 0.8532 |
213
+ | No log | 3.6404 | 324 | 0.9405 | 0.4133 | 0.9405 | 0.9698 |
214
+ | No log | 3.6629 | 326 | 1.0120 | 0.4042 | 1.0120 | 1.0060 |
215
+ | No log | 3.6854 | 328 | 0.9394 | 0.4087 | 0.9394 | 0.9692 |
216
+ | No log | 3.7079 | 330 | 0.7744 | 0.4929 | 0.7744 | 0.8800 |
217
+ | No log | 3.7303 | 332 | 0.6056 | 0.4528 | 0.6056 | 0.7782 |
218
+ | No log | 3.7528 | 334 | 0.5849 | 0.4185 | 0.5849 | 0.7648 |
219
+ | No log | 3.7753 | 336 | 0.5952 | 0.3987 | 0.5952 | 0.7715 |
220
+ | No log | 3.7978 | 338 | 0.6140 | 0.3829 | 0.6140 | 0.7836 |
221
+ | No log | 3.8202 | 340 | 0.6662 | 0.4399 | 0.6662 | 0.8162 |
222
+ | No log | 3.8427 | 342 | 0.7486 | 0.4413 | 0.7486 | 0.8652 |
223
+ | No log | 3.8652 | 344 | 0.7270 | 0.4472 | 0.7270 | 0.8526 |
224
+ | No log | 3.8876 | 346 | 0.6477 | 0.4449 | 0.6477 | 0.8048 |
225
+ | No log | 3.9101 | 348 | 0.5863 | 0.4076 | 0.5863 | 0.7657 |
226
+ | No log | 3.9326 | 350 | 0.6385 | 0.3907 | 0.6385 | 0.7991 |
227
+ | No log | 3.9551 | 352 | 0.6807 | 0.4349 | 0.6807 | 0.8251 |
228
+ | No log | 3.9775 | 354 | 0.6584 | 0.4232 | 0.6584 | 0.8114 |
229
+ | No log | 4.0 | 356 | 0.6034 | 0.3887 | 0.6034 | 0.7768 |
230
+ | No log | 4.0225 | 358 | 0.6177 | 0.4488 | 0.6177 | 0.7859 |
231
+ | No log | 4.0449 | 360 | 0.6387 | 0.4227 | 0.6387 | 0.7992 |
232
+ | No log | 4.0674 | 362 | 0.6140 | 0.4415 | 0.6140 | 0.7836 |
233
+ | No log | 4.0899 | 364 | 0.5948 | 0.3876 | 0.5948 | 0.7712 |
234
+ | No log | 4.1124 | 366 | 0.5987 | 0.4096 | 0.5987 | 0.7738 |
235
+ | No log | 4.1348 | 368 | 0.5974 | 0.4096 | 0.5974 | 0.7729 |
236
+ | No log | 4.1573 | 370 | 0.5975 | 0.3858 | 0.5975 | 0.7730 |
237
+ | No log | 4.1798 | 372 | 0.5995 | 0.4130 | 0.5995 | 0.7742 |
238
+ | No log | 4.2022 | 374 | 0.5886 | 0.4039 | 0.5886 | 0.7672 |
239
+ | No log | 4.2247 | 376 | 0.6064 | 0.3695 | 0.6064 | 0.7787 |
240
+ | No log | 4.2472 | 378 | 0.6179 | 0.3413 | 0.6179 | 0.7861 |
241
+ | No log | 4.2697 | 380 | 0.6002 | 0.4155 | 0.6002 | 0.7747 |
242
+ | No log | 4.2921 | 382 | 0.6031 | 0.3738 | 0.6031 | 0.7766 |
243
+ | No log | 4.3146 | 384 | 0.6208 | 0.3559 | 0.6208 | 0.7879 |
244
+ | No log | 4.3371 | 386 | 0.6252 | 0.3774 | 0.6252 | 0.7907 |
245
+ | No log | 4.3596 | 388 | 0.6357 | 0.3774 | 0.6357 | 0.7973 |
246
+ | No log | 4.3820 | 390 | 0.6253 | 0.3946 | 0.6253 | 0.7908 |
247
+ | No log | 4.4045 | 392 | 0.6101 | 0.3517 | 0.6101 | 0.7811 |
248
+ | No log | 4.4270 | 394 | 0.6018 | 0.3743 | 0.6018 | 0.7757 |
249
+ | No log | 4.4494 | 396 | 0.6061 | 0.4085 | 0.6061 | 0.7785 |
250
+ | No log | 4.4719 | 398 | 0.6292 | 0.3997 | 0.6292 | 0.7932 |
251
+ | No log | 4.4944 | 400 | 0.6133 | 0.4267 | 0.6133 | 0.7831 |
252
+ | No log | 4.5169 | 402 | 0.6027 | 0.3375 | 0.6027 | 0.7763 |
253
+ | No log | 4.5393 | 404 | 0.6110 | 0.3337 | 0.6110 | 0.7817 |
254
+ | No log | 4.5618 | 406 | 0.6080 | 0.3088 | 0.6080 | 0.7798 |
255
+ | No log | 4.5843 | 408 | 0.6328 | 0.3894 | 0.6328 | 0.7955 |
256
+ | No log | 4.6067 | 410 | 0.7844 | 0.4323 | 0.7844 | 0.8857 |
257
+ | No log | 4.6292 | 412 | 0.7978 | 0.4264 | 0.7978 | 0.8932 |
258
+ | No log | 4.6517 | 414 | 0.6636 | 0.4134 | 0.6636 | 0.8146 |
259
+ | No log | 4.6742 | 416 | 0.6154 | 0.3925 | 0.6154 | 0.7845 |
260
+ | No log | 4.6966 | 418 | 0.6881 | 0.4337 | 0.6881 | 0.8295 |
261
+ | No log | 4.7191 | 420 | 0.6782 | 0.4437 | 0.6782 | 0.8235 |
262
+ | No log | 4.7416 | 422 | 0.6203 | 0.4329 | 0.6203 | 0.7876 |
263
+ | No log | 4.7640 | 424 | 0.6162 | 0.3350 | 0.6162 | 0.7850 |
264
+ | No log | 4.7865 | 426 | 0.6406 | 0.3764 | 0.6406 | 0.8004 |
265
+ | No log | 4.8090 | 428 | 0.6907 | 0.4297 | 0.6907 | 0.8311 |
266
+ | No log | 4.8315 | 430 | 0.6799 | 0.4105 | 0.6799 | 0.8246 |
267
+ | No log | 4.8539 | 432 | 0.6260 | 0.3343 | 0.6260 | 0.7912 |
268
+ | No log | 4.8764 | 434 | 0.6137 | 0.4002 | 0.6137 | 0.7834 |
269
+ | No log | 4.8989 | 436 | 0.6154 | 0.3423 | 0.6154 | 0.7845 |
270
+ | No log | 4.9213 | 438 | 0.6172 | 0.3777 | 0.6172 | 0.7856 |
271
+ | No log | 4.9438 | 440 | 0.6184 | 0.4127 | 0.6184 | 0.7864 |
272
+ | No log | 4.9663 | 442 | 0.6563 | 0.3944 | 0.6563 | 0.8101 |
273
+ | No log | 4.9888 | 444 | 0.7124 | 0.4648 | 0.7124 | 0.8440 |
274
+ | No log | 5.0112 | 446 | 0.7317 | 0.4471 | 0.7317 | 0.8554 |
275
+ | No log | 5.0337 | 448 | 0.6890 | 0.4219 | 0.6890 | 0.8301 |
276
+ | No log | 5.0562 | 450 | 0.6491 | 0.4571 | 0.6491 | 0.8056 |
277
+ | No log | 5.0787 | 452 | 0.6048 | 0.4156 | 0.6048 | 0.7777 |
278
+ | No log | 5.1011 | 454 | 0.5929 | 0.4176 | 0.5929 | 0.7700 |
279
+ | No log | 5.1236 | 456 | 0.5949 | 0.3866 | 0.5949 | 0.7713 |
280
+ | No log | 5.1461 | 458 | 0.5914 | 0.3557 | 0.5914 | 0.7690 |
281
+ | No log | 5.1685 | 460 | 0.5794 | 0.4157 | 0.5793 | 0.7612 |
282
+ | No log | 5.1910 | 462 | 0.5737 | 0.4421 | 0.5737 | 0.7574 |
283
+ | No log | 5.2135 | 464 | 0.6083 | 0.4236 | 0.6083 | 0.7799 |
284
+ | No log | 5.2360 | 466 | 0.6065 | 0.4391 | 0.6065 | 0.7788 |
285
+ | No log | 5.2584 | 468 | 0.5962 | 0.4232 | 0.5962 | 0.7721 |
286
+ | No log | 5.2809 | 470 | 0.5629 | 0.3972 | 0.5629 | 0.7503 |
287
+ | No log | 5.3034 | 472 | 0.5657 | 0.4411 | 0.5657 | 0.7522 |
288
+ | No log | 5.3258 | 474 | 0.5797 | 0.4159 | 0.5797 | 0.7614 |
289
+ | No log | 5.3483 | 476 | 0.5682 | 0.4275 | 0.5682 | 0.7538 |
290
+ | No log | 5.3708 | 478 | 0.5613 | 0.4350 | 0.5613 | 0.7492 |
291
+ | No log | 5.3933 | 480 | 0.5669 | 0.4265 | 0.5669 | 0.7529 |
292
+ | No log | 5.4157 | 482 | 0.5758 | 0.4436 | 0.5758 | 0.7588 |
293
+ | No log | 5.4382 | 484 | 0.5842 | 0.4575 | 0.5842 | 0.7643 |
294
+ | No log | 5.4607 | 486 | 0.5859 | 0.4627 | 0.5859 | 0.7654 |
295
+ | No log | 5.4831 | 488 | 0.5795 | 0.5046 | 0.5795 | 0.7613 |
296
+ | No log | 5.5056 | 490 | 0.5795 | 0.5005 | 0.5795 | 0.7612 |
297
+ | No log | 5.5281 | 492 | 0.5770 | 0.5114 | 0.5770 | 0.7596 |
298
+ | No log | 5.5506 | 494 | 0.5737 | 0.5161 | 0.5737 | 0.7574 |
299
+ | No log | 5.5730 | 496 | 0.5777 | 0.5107 | 0.5777 | 0.7601 |
300
+ | No log | 5.5955 | 498 | 0.5806 | 0.4841 | 0.5806 | 0.7620 |
301
+ | 0.3528 | 5.6180 | 500 | 0.5881 | 0.4621 | 0.5881 | 0.7669 |
302
+ | 0.3528 | 5.6404 | 502 | 0.5719 | 0.4645 | 0.5719 | 0.7563 |
303
+ | 0.3528 | 5.6629 | 504 | 0.5659 | 0.4607 | 0.5659 | 0.7522 |
304
+ | 0.3528 | 5.6854 | 506 | 0.5704 | 0.4622 | 0.5704 | 0.7552 |
305
+ | 0.3528 | 5.7079 | 508 | 0.5635 | 0.4605 | 0.5635 | 0.7507 |
306
+ | 0.3528 | 5.7303 | 510 | 0.6024 | 0.4354 | 0.6024 | 0.7761 |
307
+ | 0.3528 | 5.7528 | 512 | 0.6207 | 0.4356 | 0.6207 | 0.7878 |
308
+ | 0.3528 | 5.7753 | 514 | 0.5766 | 0.4130 | 0.5766 | 0.7593 |
309
+ | 0.3528 | 5.7978 | 516 | 0.5685 | 0.3966 | 0.5685 | 0.7540 |
 
 
 
310
 
311
 
312
  ### Framework versions