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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_task2_organization

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Training in progress, step 500

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  1. README.md +262 -274
  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_k13_task2_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_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: 0.8956
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- - Qwk: 0.3243
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- - Mse: 0.8956
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- - Rmse: 0.9464
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  ## Model description
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@@ -49,274 +49,262 @@ 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 | 0.0290 | 2 | 4.7607 | 0.0010 | 4.7607 | 2.1819 |
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- | No log | 0.0580 | 4 | 2.8285 | -0.0140 | 2.8285 | 1.6818 |
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- | No log | 0.0870 | 6 | 2.4053 | -0.0586 | 2.4053 | 1.5509 |
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- | No log | 0.1159 | 8 | 2.0279 | -0.0233 | 2.0279 | 1.4241 |
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- | No log | 0.1449 | 10 | 1.2468 | 0.1113 | 1.2468 | 1.1166 |
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- | No log | 0.1739 | 12 | 1.1872 | 0.1278 | 1.1872 | 1.0896 |
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- | No log | 0.2029 | 14 | 1.2824 | 0.0414 | 1.2824 | 1.1324 |
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- | No log | 0.2319 | 16 | 1.7128 | 0.0800 | 1.7128 | 1.3088 |
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- | No log | 0.2609 | 18 | 2.0344 | -0.0329 | 2.0344 | 1.4263 |
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- | No log | 0.2899 | 20 | 1.8209 | -0.0056 | 1.8209 | 1.3494 |
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- | No log | 0.3188 | 22 | 1.3645 | 0.1328 | 1.3645 | 1.1681 |
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- | No log | 0.3478 | 24 | 1.2135 | 0.0571 | 1.2135 | 1.1016 |
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- | No log | 0.3768 | 26 | 1.2184 | 0.0771 | 1.2184 | 1.1038 |
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- | No log | 0.4058 | 28 | 1.2310 | 0.0700 | 1.2310 | 1.1095 |
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- | No log | 0.4348 | 30 | 1.2650 | 0.1407 | 1.2650 | 1.1247 |
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- | No log | 0.4638 | 32 | 1.4134 | -0.0478 | 1.4134 | 1.1889 |
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- | No log | 0.4928 | 34 | 1.7308 | -0.0149 | 1.7308 | 1.3156 |
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- | No log | 0.5217 | 36 | 1.7938 | -0.0149 | 1.7938 | 1.3393 |
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- | No log | 0.5507 | 38 | 1.6445 | -0.0149 | 1.6445 | 1.2824 |
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- | No log | 0.5797 | 40 | 1.3834 | -0.0300 | 1.3834 | 1.1762 |
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- | No log | 0.6087 | 42 | 1.3220 | 0.0339 | 1.3220 | 1.1498 |
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- | No log | 0.6377 | 44 | 1.2841 | 0.1827 | 1.2841 | 1.1332 |
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- | No log | 0.6667 | 46 | 1.2250 | 0.0979 | 1.2250 | 1.1068 |
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- | No log | 0.6957 | 48 | 1.2127 | 0.1570 | 1.2127 | 1.1012 |
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- | No log | 0.7246 | 50 | 1.2186 | 0.1370 | 1.2186 | 1.1039 |
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- | No log | 0.7536 | 52 | 1.2021 | 0.1109 | 1.2021 | 1.0964 |
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- | No log | 0.7826 | 54 | 1.2031 | 0.1335 | 1.2031 | 1.0969 |
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- | No log | 0.8116 | 56 | 1.2084 | 0.2124 | 1.2084 | 1.0993 |
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- | No log | 0.8406 | 58 | 1.2694 | 0.1472 | 1.2694 | 1.1267 |
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- | No log | 0.8696 | 60 | 1.2556 | 0.1438 | 1.2556 | 1.1205 |
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- | No log | 0.8986 | 62 | 1.2124 | 0.2640 | 1.2124 | 1.1011 |
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- | No log | 0.9275 | 64 | 1.1949 | 0.3431 | 1.1949 | 1.0931 |
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- | No log | 0.9565 | 66 | 1.2473 | 0.1136 | 1.2473 | 1.1168 |
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- | No log | 0.9855 | 68 | 1.2373 | 0.1472 | 1.2373 | 1.1123 |
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- | No log | 1.0145 | 70 | 1.2641 | 0.1379 | 1.2641 | 1.1243 |
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- | No log | 1.0435 | 72 | 1.3004 | 0.1530 | 1.3004 | 1.1403 |
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- | No log | 1.0725 | 74 | 1.3691 | 0.0776 | 1.3691 | 1.1701 |
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- | No log | 1.1014 | 76 | 1.2826 | 0.1530 | 1.2826 | 1.1325 |
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- | No log | 1.1304 | 78 | 1.1783 | 0.1266 | 1.1783 | 1.0855 |
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- | No log | 1.1594 | 80 | 1.1526 | 0.1397 | 1.1526 | 1.0736 |
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- | No log | 1.1884 | 82 | 1.1191 | 0.2079 | 1.1191 | 1.0579 |
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- | No log | 1.2174 | 84 | 1.1289 | 0.2752 | 1.1289 | 1.0625 |
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- | No log | 1.2464 | 86 | 1.1001 | 0.2439 | 1.1001 | 1.0489 |
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- | No log | 1.2754 | 88 | 1.5160 | 0.0858 | 1.5160 | 1.2312 |
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- | No log | 1.3043 | 90 | 2.2418 | 0.1298 | 2.2418 | 1.4973 |
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- | No log | 1.3333 | 92 | 2.4552 | 0.1257 | 2.4552 | 1.5669 |
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- | No log | 1.3623 | 94 | 2.2870 | 0.1417 | 2.2870 | 1.5123 |
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- | No log | 1.3913 | 96 | 1.9482 | 0.0844 | 1.9482 | 1.3958 |
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- | No log | 1.4203 | 98 | 1.6126 | 0.1395 | 1.6126 | 1.2699 |
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- | No log | 1.4493 | 100 | 1.4523 | 0.1109 | 1.4523 | 1.2051 |
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- | No log | 1.4783 | 102 | 1.2206 | 0.1045 | 1.2206 | 1.1048 |
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- | No log | 1.5072 | 104 | 1.0651 | 0.3497 | 1.0651 | 1.0320 |
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- | No log | 1.5362 | 106 | 1.0518 | 0.2921 | 1.0518 | 1.0256 |
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- | No log | 1.5652 | 108 | 1.0573 | 0.3596 | 1.0573 | 1.0283 |
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- | No log | 1.5942 | 110 | 1.0892 | 0.2605 | 1.0892 | 1.0436 |
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- | No log | 1.6232 | 112 | 1.0880 | 0.2605 | 1.0880 | 1.0431 |
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- | No log | 1.6522 | 114 | 1.0441 | 0.3015 | 1.0441 | 1.0218 |
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- | No log | 1.6812 | 116 | 1.0387 | 0.2973 | 1.0387 | 1.0192 |
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- | No log | 1.7101 | 118 | 1.0727 | 0.3488 | 1.0727 | 1.0357 |
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- | No log | 1.7391 | 120 | 1.0565 | 0.3394 | 1.0565 | 1.0278 |
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- | No log | 1.7681 | 122 | 1.0438 | 0.3186 | 1.0438 | 1.0217 |
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- | No log | 1.7971 | 124 | 1.1187 | 0.2826 | 1.1187 | 1.0577 |
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- | No log | 1.8261 | 126 | 1.0742 | 0.3857 | 1.0742 | 1.0364 |
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- | No log | 1.8551 | 128 | 1.0530 | 0.3405 | 1.0530 | 1.0262 |
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- | No log | 1.8841 | 130 | 1.0615 | 0.2522 | 1.0615 | 1.0303 |
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- | No log | 1.9130 | 132 | 1.0671 | 0.1793 | 1.0671 | 1.0330 |
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- | No log | 1.9420 | 134 | 1.0981 | 0.2323 | 1.0981 | 1.0479 |
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- | No log | 1.9710 | 136 | 1.0870 | 0.1495 | 1.0870 | 1.0426 |
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- | No log | 2.0 | 138 | 1.0625 | 0.2486 | 1.0625 | 1.0308 |
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- | No log | 2.0290 | 140 | 1.1616 | 0.2953 | 1.1616 | 1.0778 |
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- | No log | 2.0580 | 142 | 1.2757 | 0.2837 | 1.2757 | 1.1295 |
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- | No log | 2.0870 | 144 | 1.2220 | 0.2570 | 1.2220 | 1.1054 |
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- | No log | 2.1159 | 146 | 1.1424 | 0.2448 | 1.1424 | 1.0688 |
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- | No log | 2.1449 | 148 | 1.1899 | 0.1579 | 1.1899 | 1.0908 |
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- | No log | 2.1739 | 150 | 1.2449 | 0.1761 | 1.2449 | 1.1157 |
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- | No log | 2.2029 | 152 | 1.1871 | 0.2199 | 1.1871 | 1.0895 |
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- | No log | 2.2319 | 154 | 1.2411 | 0.2273 | 1.2411 | 1.1140 |
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- | No log | 2.2609 | 156 | 1.1858 | 0.2001 | 1.1858 | 1.0889 |
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- | No log | 2.2899 | 158 | 1.1664 | 0.2061 | 1.1664 | 1.0800 |
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- | No log | 2.3188 | 160 | 1.2772 | 0.2743 | 1.2772 | 1.1301 |
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- | No log | 2.3478 | 162 | 1.2680 | 0.2154 | 1.2680 | 1.1261 |
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- | No log | 2.3768 | 164 | 1.3124 | 0.0324 | 1.3124 | 1.1456 |
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- | No log | 2.4058 | 166 | 1.2881 | 0.1706 | 1.2881 | 1.1349 |
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- | No log | 2.4348 | 168 | 1.3298 | 0.1316 | 1.3298 | 1.1532 |
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- | No log | 2.4638 | 170 | 1.3042 | 0.1637 | 1.3042 | 1.1420 |
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- | No log | 2.4928 | 172 | 1.1637 | 0.1249 | 1.1637 | 1.0788 |
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- | No log | 2.5217 | 174 | 1.1146 | 0.1685 | 1.1146 | 1.0558 |
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- | No log | 2.5507 | 176 | 1.0708 | 0.2117 | 1.0708 | 1.0348 |
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- | No log | 2.5797 | 178 | 1.0520 | 0.2917 | 1.0520 | 1.0257 |
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- | No log | 2.6087 | 180 | 1.0194 | 0.3478 | 1.0194 | 1.0096 |
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- | No log | 2.6377 | 182 | 1.0313 | 0.2965 | 1.0313 | 1.0155 |
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- | No log | 2.6667 | 184 | 1.1415 | 0.3152 | 1.1415 | 1.0684 |
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- | No log | 2.6957 | 186 | 1.1166 | 0.2372 | 1.1166 | 1.0567 |
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- | No log | 2.7246 | 188 | 1.0718 | 0.2893 | 1.0718 | 1.0353 |
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- | No log | 2.7536 | 190 | 1.2480 | 0.2046 | 1.2480 | 1.1172 |
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- | No log | 2.7826 | 192 | 1.5400 | 0.2521 | 1.5400 | 1.2410 |
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- | No log | 2.8116 | 194 | 1.4287 | 0.2947 | 1.4287 | 1.1953 |
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- | No log | 2.8406 | 196 | 1.1192 | 0.2623 | 1.1192 | 1.0579 |
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- | No log | 2.8696 | 198 | 1.0862 | 0.2476 | 1.0862 | 1.0422 |
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- | No log | 2.8986 | 200 | 1.1361 | 0.2380 | 1.1361 | 1.0659 |
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- | No log | 2.9275 | 202 | 1.0357 | 0.3179 | 1.0357 | 1.0177 |
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- | No log | 2.9565 | 204 | 1.0499 | 0.4519 | 1.0499 | 1.0247 |
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- | No log | 2.9855 | 206 | 1.1459 | 0.4048 | 1.1459 | 1.0705 |
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- | No log | 3.0145 | 208 | 1.0606 | 0.4924 | 1.0606 | 1.0299 |
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- | No log | 3.0435 | 210 | 1.0682 | 0.4986 | 1.0682 | 1.0335 |
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- | No log | 3.0725 | 212 | 1.0640 | 0.4986 | 1.0640 | 1.0315 |
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- | No log | 3.1014 | 214 | 1.0180 | 0.4826 | 1.0180 | 1.0090 |
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- | No log | 3.1304 | 216 | 0.9791 | 0.4398 | 0.9791 | 0.9895 |
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- | No log | 3.1594 | 218 | 0.9636 | 0.3418 | 0.9636 | 0.9816 |
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- | No log | 3.1884 | 220 | 0.9579 | 0.3854 | 0.9579 | 0.9787 |
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- | No log | 3.2174 | 222 | 0.9729 | 0.3720 | 0.9729 | 0.9864 |
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- | No log | 3.2464 | 224 | 1.0259 | 0.3897 | 1.0259 | 1.0129 |
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- | No log | 3.2754 | 226 | 1.0143 | 0.4028 | 1.0143 | 1.0071 |
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- | No log | 3.3043 | 228 | 0.9307 | 0.3854 | 0.9307 | 0.9647 |
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- | No log | 3.3333 | 230 | 0.9870 | 0.3110 | 0.9870 | 0.9935 |
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- | No log | 3.3623 | 232 | 1.0668 | 0.3056 | 1.0668 | 1.0328 |
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- | No log | 3.3913 | 234 | 0.9838 | 0.3602 | 0.9838 | 0.9918 |
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- | No log | 3.4203 | 236 | 0.9037 | 0.3896 | 0.9037 | 0.9506 |
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- | No log | 3.4493 | 238 | 0.9677 | 0.4568 | 0.9677 | 0.9837 |
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- | No log | 3.4783 | 240 | 0.9574 | 0.4476 | 0.9574 | 0.9785 |
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- | No log | 3.5072 | 242 | 0.9393 | 0.3641 | 0.9393 | 0.9692 |
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- | No log | 3.5362 | 244 | 0.9574 | 0.2864 | 0.9574 | 0.9784 |
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- | No log | 3.5652 | 246 | 0.9483 | 0.3629 | 0.9483 | 0.9738 |
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- | No log | 3.5942 | 248 | 0.9728 | 0.4059 | 0.9728 | 0.9863 |
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- | No log | 3.6232 | 250 | 0.9850 | 0.3278 | 0.9850 | 0.9925 |
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- | No log | 3.6522 | 252 | 0.9950 | 0.3383 | 0.9950 | 0.9975 |
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- | No log | 3.6812 | 254 | 1.0111 | 0.2812 | 1.0111 | 1.0055 |
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- | No log | 3.7101 | 256 | 1.0400 | 0.3202 | 1.0400 | 1.0198 |
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- | No log | 3.7391 | 258 | 1.0701 | 0.2998 | 1.0701 | 1.0345 |
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- | No log | 3.7681 | 260 | 1.0727 | 0.3263 | 1.0727 | 1.0357 |
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- | No log | 3.7971 | 262 | 1.1209 | 0.3647 | 1.1209 | 1.0587 |
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- | No log | 3.8261 | 264 | 1.1999 | 0.4186 | 1.1999 | 1.0954 |
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- | No log | 3.8551 | 266 | 1.3750 | 0.3449 | 1.3750 | 1.1726 |
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- | No log | 3.8841 | 268 | 1.4418 | 0.3541 | 1.4418 | 1.2007 |
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- | No log | 3.9130 | 270 | 1.3385 | 0.4010 | 1.3385 | 1.1569 |
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- | No log | 3.9420 | 272 | 1.1344 | 0.4186 | 1.1344 | 1.0651 |
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- | No log | 3.9710 | 274 | 1.0099 | 0.3866 | 1.0099 | 1.0049 |
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- | No log | 4.0 | 276 | 1.0131 | 0.3318 | 1.0131 | 1.0065 |
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- | No log | 4.0290 | 278 | 1.0656 | 0.3540 | 1.0656 | 1.0323 |
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- | No log | 4.0580 | 280 | 1.0861 | 0.3540 | 1.0861 | 1.0422 |
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- | No log | 4.0870 | 282 | 1.1390 | 0.4186 | 1.1390 | 1.0673 |
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- | No log | 4.1159 | 284 | 1.1262 | 0.4186 | 1.1262 | 1.0612 |
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- | No log | 4.1449 | 286 | 1.0343 | 0.3518 | 1.0343 | 1.0170 |
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- | No log | 4.1739 | 288 | 0.9972 | 0.3643 | 0.9972 | 0.9986 |
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- | No log | 4.2029 | 290 | 1.0081 | 0.3729 | 1.0081 | 1.0040 |
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- | No log | 4.2319 | 292 | 1.0896 | 0.3657 | 1.0896 | 1.0438 |
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- | No log | 4.2609 | 294 | 1.0946 | 0.4096 | 1.0946 | 1.0462 |
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- | No log | 4.2899 | 296 | 0.9811 | 0.3771 | 0.9811 | 0.9905 |
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- | No log | 4.3188 | 298 | 0.9845 | 0.2941 | 0.9845 | 0.9922 |
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- | No log | 4.3478 | 300 | 0.9867 | 0.2941 | 0.9867 | 0.9933 |
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- | No log | 4.3768 | 302 | 0.9870 | 0.2364 | 0.9870 | 0.9935 |
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- | No log | 4.4058 | 304 | 0.9751 | 0.3762 | 0.9751 | 0.9875 |
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- | No log | 4.4348 | 306 | 1.0293 | 0.4065 | 1.0293 | 1.0145 |
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- | No log | 4.4638 | 308 | 1.0085 | 0.4062 | 1.0085 | 1.0042 |
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- | No log | 4.4928 | 310 | 1.0061 | 0.4062 | 1.0061 | 1.0030 |
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- | No log | 4.5217 | 312 | 1.0253 | 0.3777 | 1.0253 | 1.0126 |
208
- | No log | 4.5507 | 314 | 1.0420 | 0.3590 | 1.0420 | 1.0208 |
209
- | No log | 4.5797 | 316 | 1.0758 | 0.3196 | 1.0758 | 1.0372 |
210
- | No log | 4.6087 | 318 | 1.1391 | 0.3474 | 1.1391 | 1.0673 |
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- | No log | 4.6377 | 320 | 1.1945 | 0.3528 | 1.1945 | 1.0929 |
212
- | No log | 4.6667 | 322 | 1.2194 | 0.3148 | 1.2194 | 1.1043 |
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- | No log | 4.6957 | 324 | 1.1883 | 0.3540 | 1.1883 | 1.0901 |
214
- | No log | 4.7246 | 326 | 1.0794 | 0.4354 | 1.0794 | 1.0390 |
215
- | No log | 4.7536 | 328 | 1.0791 | 0.4129 | 1.0791 | 1.0388 |
216
- | No log | 4.7826 | 330 | 1.1650 | 0.3755 | 1.1650 | 1.0794 |
217
- | No log | 4.8116 | 332 | 1.2404 | 0.3863 | 1.2404 | 1.1137 |
218
- | No log | 4.8406 | 334 | 1.1511 | 0.3958 | 1.1511 | 1.0729 |
219
- | No log | 4.8696 | 336 | 1.0460 | 0.3073 | 1.0460 | 1.0227 |
220
- | No log | 4.8986 | 338 | 1.0631 | 0.2894 | 1.0631 | 1.0311 |
221
- | No log | 4.9275 | 340 | 1.0357 | 0.3202 | 1.0357 | 1.0177 |
222
- | No log | 4.9565 | 342 | 1.0054 | 0.2658 | 1.0054 | 1.0027 |
223
- | No log | 4.9855 | 344 | 0.9858 | 0.2658 | 0.9858 | 0.9929 |
224
- | No log | 5.0145 | 346 | 0.9589 | 0.3223 | 0.9589 | 0.9792 |
225
- | No log | 5.0435 | 348 | 0.9356 | 0.3119 | 0.9356 | 0.9672 |
226
- | No log | 5.0725 | 350 | 0.9251 | 0.3119 | 0.9251 | 0.9618 |
227
- | No log | 5.1014 | 352 | 0.9167 | 0.3119 | 0.9167 | 0.9574 |
228
- | No log | 5.1304 | 354 | 0.9110 | 0.3421 | 0.9110 | 0.9545 |
229
- | No log | 5.1594 | 356 | 0.8973 | 0.3421 | 0.8973 | 0.9472 |
230
- | No log | 5.1884 | 358 | 0.8751 | 0.3119 | 0.8751 | 0.9355 |
231
- | No log | 5.2174 | 360 | 0.8777 | 0.3017 | 0.8777 | 0.9368 |
232
- | No log | 5.2464 | 362 | 0.8761 | 0.3804 | 0.8761 | 0.9360 |
233
- | No log | 5.2754 | 364 | 0.9242 | 0.4429 | 0.9242 | 0.9613 |
234
- | No log | 5.3043 | 366 | 0.9219 | 0.4105 | 0.9219 | 0.9602 |
235
- | No log | 5.3333 | 368 | 0.9103 | 0.3861 | 0.9103 | 0.9541 |
236
- | No log | 5.3623 | 370 | 0.9512 | 0.3970 | 0.9512 | 0.9753 |
237
- | No log | 5.3913 | 372 | 0.9702 | 0.4297 | 0.9702 | 0.9850 |
238
- | No log | 5.4203 | 374 | 1.0207 | 0.4591 | 1.0207 | 1.0103 |
239
- | No log | 5.4493 | 376 | 0.9832 | 0.4295 | 0.9832 | 0.9916 |
240
- | No log | 5.4783 | 378 | 0.9356 | 0.3522 | 0.9356 | 0.9673 |
241
- | No log | 5.5072 | 380 | 0.9386 | 0.3424 | 0.9386 | 0.9688 |
242
- | No log | 5.5362 | 382 | 0.9778 | 0.3970 | 0.9778 | 0.9889 |
243
- | No log | 5.5652 | 384 | 1.1905 | 0.4390 | 1.1905 | 1.0911 |
244
- | No log | 5.5942 | 386 | 1.3485 | 0.3765 | 1.3485 | 1.1613 |
245
- | No log | 5.6232 | 388 | 1.3217 | 0.3621 | 1.3217 | 1.1497 |
246
- | No log | 5.6522 | 390 | 1.1887 | 0.2826 | 1.1887 | 1.0903 |
247
- | No log | 5.6812 | 392 | 1.1260 | 0.3657 | 1.1260 | 1.0611 |
248
- | No log | 5.7101 | 394 | 1.0679 | 0.4257 | 1.0679 | 1.0334 |
249
- | No log | 5.7391 | 396 | 1.0633 | 0.4468 | 1.0633 | 1.0312 |
250
- | No log | 5.7681 | 398 | 1.0476 | 0.5190 | 1.0476 | 1.0235 |
251
- | No log | 5.7971 | 400 | 0.9732 | 0.4382 | 0.9732 | 0.9865 |
252
- | No log | 5.8261 | 402 | 0.9216 | 0.4429 | 0.9216 | 0.9600 |
253
- | No log | 5.8551 | 404 | 0.9368 | 0.4622 | 0.9368 | 0.9679 |
254
- | No log | 5.8841 | 406 | 1.0060 | 0.4257 | 1.0060 | 1.0030 |
255
- | No log | 5.9130 | 408 | 1.0549 | 0.4130 | 1.0549 | 1.0271 |
256
- | No log | 5.9420 | 410 | 1.0562 | 0.4130 | 1.0562 | 1.0277 |
257
- | No log | 5.9710 | 412 | 1.0207 | 0.4484 | 1.0207 | 1.0103 |
258
- | No log | 6.0 | 414 | 0.9874 | 0.4261 | 0.9874 | 0.9937 |
259
- | No log | 6.0290 | 416 | 1.0001 | 0.4261 | 1.0001 | 1.0000 |
260
- | No log | 6.0580 | 418 | 1.1090 | 0.4430 | 1.1090 | 1.0531 |
261
- | No log | 6.0870 | 420 | 1.1470 | 0.4633 | 1.1470 | 1.0710 |
262
- | No log | 6.1159 | 422 | 1.0881 | 0.4468 | 1.0881 | 1.0431 |
263
- | No log | 6.1449 | 424 | 1.0284 | 0.4261 | 1.0284 | 1.0141 |
264
- | No log | 6.1739 | 426 | 1.0208 | 0.3687 | 1.0208 | 1.0103 |
265
- | No log | 6.2029 | 428 | 1.0655 | 0.4262 | 1.0655 | 1.0322 |
266
- | No log | 6.2319 | 430 | 1.1834 | 0.4007 | 1.1834 | 1.0879 |
267
- | No log | 6.2609 | 432 | 1.2332 | 0.3676 | 1.2332 | 1.1105 |
268
- | No log | 6.2899 | 434 | 1.2002 | 0.3438 | 1.2002 | 1.0955 |
269
- | No log | 6.3188 | 436 | 1.0745 | 0.3645 | 1.0745 | 1.0366 |
270
- | No log | 6.3478 | 438 | 0.9878 | 0.2944 | 0.9878 | 0.9939 |
271
- | No log | 6.3768 | 440 | 1.0073 | 0.2965 | 1.0073 | 1.0036 |
272
- | No log | 6.4058 | 442 | 1.0036 | 0.2562 | 1.0036 | 1.0018 |
273
- | No log | 6.4348 | 444 | 1.0010 | 0.3418 | 1.0010 | 1.0005 |
274
- | No log | 6.4638 | 446 | 1.1105 | 0.3785 | 1.1105 | 1.0538 |
275
- | No log | 6.4928 | 448 | 1.2206 | 0.3440 | 1.2206 | 1.1048 |
276
- | No log | 6.5217 | 450 | 1.3041 | 0.4457 | 1.3041 | 1.1420 |
277
- | No log | 6.5507 | 452 | 1.2407 | 0.4069 | 1.2407 | 1.1139 |
278
- | No log | 6.5797 | 454 | 1.0604 | 0.3996 | 1.0604 | 1.0298 |
279
- | No log | 6.6087 | 456 | 0.9901 | 0.4021 | 0.9901 | 0.9950 |
280
- | No log | 6.6377 | 458 | 0.9837 | 0.3250 | 0.9837 | 0.9918 |
281
- | No log | 6.6667 | 460 | 0.9689 | 0.3250 | 0.9689 | 0.9843 |
282
- | No log | 6.6957 | 462 | 0.9731 | 0.4021 | 0.9731 | 0.9864 |
283
- | No log | 6.7246 | 464 | 0.9616 | 0.3666 | 0.9616 | 0.9806 |
284
- | No log | 6.7536 | 466 | 0.9392 | 0.3666 | 0.9392 | 0.9691 |
285
- | No log | 6.7826 | 468 | 0.9212 | 0.2743 | 0.9212 | 0.9598 |
286
- | No log | 6.8116 | 470 | 0.9212 | 0.2515 | 0.9212 | 0.9598 |
287
- | No log | 6.8406 | 472 | 0.9239 | 0.3039 | 0.9239 | 0.9612 |
288
- | No log | 6.8696 | 474 | 0.9444 | 0.2843 | 0.9444 | 0.9718 |
289
- | No log | 6.8986 | 476 | 0.9248 | 0.2991 | 0.9248 | 0.9617 |
290
- | No log | 6.9275 | 478 | 0.9312 | 0.3753 | 0.9312 | 0.9650 |
291
- | No log | 6.9565 | 480 | 0.9394 | 0.3744 | 0.9394 | 0.9692 |
292
- | No log | 6.9855 | 482 | 0.9398 | 0.3223 | 0.9398 | 0.9694 |
293
- | No log | 7.0145 | 484 | 0.9602 | 0.3326 | 0.9602 | 0.9799 |
294
- | No log | 7.0435 | 486 | 0.9929 | 0.3298 | 0.9929 | 0.9964 |
295
- | No log | 7.0725 | 488 | 1.0202 | 0.3250 | 1.0202 | 1.0100 |
296
- | No log | 7.1014 | 490 | 1.0475 | 0.2843 | 1.0475 | 1.0235 |
297
- | No log | 7.1304 | 492 | 1.0601 | 0.3885 | 1.0601 | 1.0296 |
298
- | No log | 7.1594 | 494 | 1.0520 | 0.4264 | 1.0520 | 1.0257 |
299
- | No log | 7.1884 | 496 | 1.0224 | 0.4402 | 1.0224 | 1.0111 |
300
- | No log | 7.2174 | 498 | 1.0075 | 0.4302 | 1.0075 | 1.0037 |
301
- | 0.4282 | 7.2464 | 500 | 1.0417 | 0.4402 | 1.0417 | 1.0206 |
302
- | 0.4282 | 7.2754 | 502 | 1.0546 | 0.4165 | 1.0546 | 1.0270 |
303
- | 0.4282 | 7.3043 | 504 | 0.9900 | 0.4676 | 0.9900 | 0.9950 |
304
- | 0.4282 | 7.3333 | 506 | 0.9462 | 0.4343 | 0.9462 | 0.9727 |
305
- | 0.4282 | 7.3623 | 508 | 0.9407 | 0.4343 | 0.9407 | 0.9699 |
306
- | 0.4282 | 7.3913 | 510 | 0.9688 | 0.4676 | 0.9688 | 0.9843 |
307
- | 0.4282 | 7.4203 | 512 | 1.0183 | 0.4814 | 1.0183 | 1.0091 |
308
- | 0.4282 | 7.4493 | 514 | 1.0876 | 0.4222 | 1.0876 | 1.0429 |
309
- | 0.4282 | 7.4783 | 516 | 1.0669 | 0.3870 | 1.0669 | 1.0329 |
310
- | 0.4282 | 7.5072 | 518 | 0.9761 | 0.4777 | 0.9761 | 0.9880 |
311
- | 0.4282 | 7.5362 | 520 | 0.9401 | 0.4340 | 0.9401 | 0.9696 |
312
- | 0.4282 | 7.5652 | 522 | 0.9614 | 0.4331 | 0.9614 | 0.9805 |
313
- | 0.4282 | 7.5942 | 524 | 1.0239 | 0.4803 | 1.0239 | 1.0119 |
314
- | 0.4282 | 7.6232 | 526 | 0.9753 | 0.4546 | 0.9753 | 0.9876 |
315
- | 0.4282 | 7.6522 | 528 | 0.9234 | 0.4002 | 0.9234 | 0.9610 |
316
- | 0.4282 | 7.6812 | 530 | 0.9071 | 0.3243 | 0.9071 | 0.9524 |
317
- | 0.4282 | 7.7101 | 532 | 0.9121 | 0.3508 | 0.9121 | 0.9550 |
318
- | 0.4282 | 7.7391 | 534 | 0.9111 | 0.4002 | 0.9111 | 0.9545 |
319
- | 0.4282 | 7.7681 | 536 | 0.8956 | 0.3243 | 0.8956 | 0.9464 |
320
 
321
 
322
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task2_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k12_task2_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 1.2255
19
+ - Qwk: 0.1871
20
+ - Mse: 1.2255
21
+ - Rmse: 1.1070
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0323 | 2 | 4.7023 | 0.0010 | 4.7023 | 2.1685 |
53
+ | No log | 0.0645 | 4 | 2.6504 | 0.0248 | 2.6504 | 1.6280 |
54
+ | No log | 0.0968 | 6 | 1.8126 | -0.0303 | 1.8126 | 1.3463 |
55
+ | No log | 0.1290 | 8 | 1.8695 | -0.0563 | 1.8695 | 1.3673 |
56
+ | No log | 0.1613 | 10 | 2.5897 | -0.0991 | 2.5897 | 1.6093 |
57
+ | No log | 0.1935 | 12 | 2.1324 | -0.0374 | 2.1324 | 1.4603 |
58
+ | No log | 0.2258 | 14 | 1.4706 | -0.0783 | 1.4706 | 1.2127 |
59
+ | No log | 0.2581 | 16 | 1.3258 | 0.0454 | 1.3258 | 1.1514 |
60
+ | No log | 0.2903 | 18 | 1.3144 | 0.0454 | 1.3144 | 1.1465 |
61
+ | No log | 0.3226 | 20 | 1.2722 | 0.1794 | 1.2722 | 1.1279 |
62
+ | No log | 0.3548 | 22 | 1.2945 | 0.0573 | 1.2945 | 1.1378 |
63
+ | No log | 0.3871 | 24 | 1.3123 | -0.0040 | 1.3123 | 1.1456 |
64
+ | No log | 0.4194 | 26 | 1.3296 | 0.0796 | 1.3296 | 1.1531 |
65
+ | No log | 0.4516 | 28 | 1.3635 | -0.0817 | 1.3635 | 1.1677 |
66
+ | No log | 0.4839 | 30 | 1.3871 | -0.0368 | 1.3871 | 1.1778 |
67
+ | No log | 0.5161 | 32 | 1.3277 | 0.0297 | 1.3277 | 1.1522 |
68
+ | No log | 0.5484 | 34 | 1.2773 | 0.1433 | 1.2773 | 1.1302 |
69
+ | No log | 0.5806 | 36 | 1.2648 | 0.0420 | 1.2648 | 1.1246 |
70
+ | No log | 0.6129 | 38 | 1.3114 | 0.1579 | 1.3114 | 1.1452 |
71
+ | No log | 0.6452 | 40 | 1.4891 | -0.0492 | 1.4891 | 1.2203 |
72
+ | No log | 0.6774 | 42 | 1.6209 | -0.0839 | 1.6209 | 1.2731 |
73
+ | No log | 0.7097 | 44 | 1.4720 | 0.0750 | 1.4720 | 1.2133 |
74
+ | No log | 0.7419 | 46 | 1.4094 | 0.0512 | 1.4094 | 1.1872 |
75
+ | No log | 0.7742 | 48 | 1.3574 | 0.0165 | 1.3574 | 1.1651 |
76
+ | No log | 0.8065 | 50 | 1.2869 | 0.0324 | 1.2869 | 1.1344 |
77
+ | No log | 0.8387 | 52 | 1.3010 | 0.1211 | 1.3010 | 1.1406 |
78
+ | No log | 0.8710 | 54 | 1.3310 | 0.0353 | 1.3310 | 1.1537 |
79
+ | No log | 0.9032 | 56 | 1.3199 | 0.1042 | 1.3199 | 1.1489 |
80
+ | No log | 0.9355 | 58 | 1.2813 | 0.0872 | 1.2813 | 1.1319 |
81
+ | No log | 0.9677 | 60 | 1.2644 | 0.0941 | 1.2644 | 1.1244 |
82
+ | No log | 1.0 | 62 | 1.2616 | 0.0941 | 1.2616 | 1.1232 |
83
+ | No log | 1.0323 | 64 | 1.2750 | 0.0527 | 1.2750 | 1.1291 |
84
+ | No log | 1.0645 | 66 | 1.2965 | 0.0077 | 1.2965 | 1.1387 |
85
+ | No log | 1.0968 | 68 | 1.2809 | 0.1009 | 1.2809 | 1.1317 |
86
+ | No log | 1.1290 | 70 | 1.3312 | -0.0432 | 1.3312 | 1.1538 |
87
+ | No log | 1.1613 | 72 | 1.3572 | -0.0432 | 1.3572 | 1.1650 |
88
+ | No log | 1.1935 | 74 | 1.3179 | 0.0921 | 1.3179 | 1.1480 |
89
+ | No log | 1.2258 | 76 | 1.3854 | 0.1755 | 1.3854 | 1.1770 |
90
+ | No log | 1.2581 | 78 | 1.3855 | 0.1755 | 1.3855 | 1.1771 |
91
+ | No log | 1.2903 | 80 | 1.3355 | 0.1344 | 1.3355 | 1.1556 |
92
+ | No log | 1.3226 | 82 | 1.3001 | 0.1742 | 1.3001 | 1.1402 |
93
+ | No log | 1.3548 | 84 | 1.3728 | 0.0030 | 1.3728 | 1.1717 |
94
+ | No log | 1.3871 | 86 | 1.3974 | 0.0165 | 1.3974 | 1.1821 |
95
+ | No log | 1.4194 | 88 | 1.3558 | 0.0587 | 1.3558 | 1.1644 |
96
+ | No log | 1.4516 | 90 | 1.2217 | 0.1616 | 1.2217 | 1.1053 |
97
+ | No log | 1.4839 | 92 | 1.1783 | 0.2068 | 1.1783 | 1.0855 |
98
+ | No log | 1.5161 | 94 | 1.1754 | 0.2378 | 1.1754 | 1.0841 |
99
+ | No log | 1.5484 | 96 | 1.1421 | 0.1567 | 1.1421 | 1.0687 |
100
+ | No log | 1.5806 | 98 | 1.2537 | 0.1795 | 1.2537 | 1.1197 |
101
+ | No log | 1.6129 | 100 | 1.4360 | 0.1646 | 1.4360 | 1.1983 |
102
+ | No log | 1.6452 | 102 | 1.3940 | 0.1536 | 1.3940 | 1.1807 |
103
+ | No log | 1.6774 | 104 | 1.2177 | 0.2363 | 1.2177 | 1.1035 |
104
+ | No log | 1.7097 | 106 | 1.1984 | 0.2028 | 1.1984 | 1.0947 |
105
+ | No log | 1.7419 | 108 | 1.2524 | 0.2800 | 1.2524 | 1.1191 |
106
+ | No log | 1.7742 | 110 | 1.4305 | 0.1796 | 1.4305 | 1.1960 |
107
+ | No log | 1.8065 | 112 | 1.3974 | 0.1748 | 1.3974 | 1.1821 |
108
+ | No log | 1.8387 | 114 | 1.2924 | 0.2604 | 1.2924 | 1.1369 |
109
+ | No log | 1.8710 | 116 | 1.2970 | 0.2454 | 1.2970 | 1.1388 |
110
+ | No log | 1.9032 | 118 | 1.3440 | 0.2250 | 1.3440 | 1.1593 |
111
+ | No log | 1.9355 | 120 | 1.3643 | 0.1853 | 1.3643 | 1.1680 |
112
+ | No log | 1.9677 | 122 | 1.3089 | 0.1853 | 1.3089 | 1.1441 |
113
+ | No log | 2.0 | 124 | 1.2213 | 0.1396 | 1.2213 | 1.1051 |
114
+ | No log | 2.0323 | 126 | 1.2545 | 0.1206 | 1.2545 | 1.1200 |
115
+ | No log | 2.0645 | 128 | 1.2119 | 0.1793 | 1.2119 | 1.1008 |
116
+ | No log | 2.0968 | 130 | 1.2447 | 0.2343 | 1.2447 | 1.1157 |
117
+ | No log | 2.1290 | 132 | 1.3582 | 0.2143 | 1.3582 | 1.1654 |
118
+ | No log | 2.1613 | 134 | 1.3171 | 0.2343 | 1.3171 | 1.1476 |
119
+ | No log | 2.1935 | 136 | 1.2407 | 0.1983 | 1.2407 | 1.1139 |
120
+ | No log | 2.2258 | 138 | 1.2355 | 0.2271 | 1.2355 | 1.1115 |
121
+ | No log | 2.2581 | 140 | 1.2639 | 0.1966 | 1.2639 | 1.1242 |
122
+ | No log | 2.2903 | 142 | 1.3566 | 0.2077 | 1.3566 | 1.1647 |
123
+ | No log | 2.3226 | 144 | 1.3027 | 0.1771 | 1.3027 | 1.1414 |
124
+ | No log | 2.3548 | 146 | 1.2357 | 0.1787 | 1.2357 | 1.1116 |
125
+ | No log | 2.3871 | 148 | 1.2327 | 0.1787 | 1.2327 | 1.1103 |
126
+ | No log | 2.4194 | 150 | 1.3186 | 0.2738 | 1.3186 | 1.1483 |
127
+ | No log | 2.4516 | 152 | 1.5142 | 0.2359 | 1.5142 | 1.2305 |
128
+ | No log | 2.4839 | 154 | 1.4967 | 0.2698 | 1.4967 | 1.2234 |
129
+ | No log | 2.5161 | 156 | 1.3350 | 0.2117 | 1.3350 | 1.1554 |
130
+ | No log | 2.5484 | 158 | 1.2373 | 0.1776 | 1.2373 | 1.1123 |
131
+ | No log | 2.5806 | 160 | 1.2067 | 0.2165 | 1.2067 | 1.0985 |
132
+ | No log | 2.6129 | 162 | 1.2261 | 0.1578 | 1.2261 | 1.1073 |
133
+ | No log | 2.6452 | 164 | 1.3643 | 0.2772 | 1.3643 | 1.1680 |
134
+ | No log | 2.6774 | 166 | 1.4555 | 0.2693 | 1.4555 | 1.2064 |
135
+ | No log | 2.7097 | 168 | 1.3348 | 0.2236 | 1.3348 | 1.1553 |
136
+ | No log | 2.7419 | 170 | 1.2282 | 0.1243 | 1.2282 | 1.1082 |
137
+ | No log | 2.7742 | 172 | 1.2540 | 0.1642 | 1.2540 | 1.1198 |
138
+ | No log | 2.8065 | 174 | 1.3261 | 0.1686 | 1.3261 | 1.1515 |
139
+ | No log | 2.8387 | 176 | 1.3878 | 0.2339 | 1.3878 | 1.1780 |
140
+ | No log | 2.8710 | 178 | 1.4793 | 0.2634 | 1.4793 | 1.2163 |
141
+ | No log | 2.9032 | 180 | 1.4450 | 0.2826 | 1.4450 | 1.2021 |
142
+ | No log | 2.9355 | 182 | 1.3910 | 0.2525 | 1.3910 | 1.1794 |
143
+ | No log | 2.9677 | 184 | 1.3696 | 0.2248 | 1.3696 | 1.1703 |
144
+ | No log | 3.0 | 186 | 1.3109 | 0.2762 | 1.3109 | 1.1449 |
145
+ | No log | 3.0323 | 188 | 1.2670 | 0.2352 | 1.2670 | 1.1256 |
146
+ | No log | 3.0645 | 190 | 1.2584 | 0.2352 | 1.2584 | 1.1218 |
147
+ | No log | 3.0968 | 192 | 1.3250 | 0.3068 | 1.3250 | 1.1511 |
148
+ | No log | 3.1290 | 194 | 1.4460 | 0.2025 | 1.4460 | 1.2025 |
149
+ | No log | 3.1613 | 196 | 1.3608 | 0.2799 | 1.3608 | 1.1665 |
150
+ | No log | 3.1935 | 198 | 1.2511 | 0.1959 | 1.2511 | 1.1185 |
151
+ | No log | 3.2258 | 200 | 1.1704 | 0.1919 | 1.1704 | 1.0818 |
152
+ | No log | 3.2581 | 202 | 1.1537 | 0.1893 | 1.1537 | 1.0741 |
153
+ | No log | 3.2903 | 204 | 1.1509 | 0.1570 | 1.1509 | 1.0728 |
154
+ | No log | 3.3226 | 206 | 1.2038 | 0.1314 | 1.2038 | 1.0972 |
155
+ | No log | 3.3548 | 208 | 1.3775 | 0.1801 | 1.3775 | 1.1737 |
156
+ | No log | 3.3871 | 210 | 1.4283 | 0.2321 | 1.4283 | 1.1951 |
157
+ | No log | 3.4194 | 212 | 1.3341 | 0.2403 | 1.3341 | 1.1550 |
158
+ | No log | 3.4516 | 214 | 1.2011 | 0.1864 | 1.2011 | 1.0960 |
159
+ | No log | 3.4839 | 216 | 1.1889 | 0.1546 | 1.1889 | 1.0904 |
160
+ | No log | 3.5161 | 218 | 1.2205 | 0.1920 | 1.2205 | 1.1048 |
161
+ | No log | 3.5484 | 220 | 1.3567 | 0.2772 | 1.3567 | 1.1648 |
162
+ | No log | 3.5806 | 222 | 1.4722 | 0.2503 | 1.4722 | 1.2133 |
163
+ | No log | 3.6129 | 224 | 1.4447 | 0.2438 | 1.4447 | 1.2020 |
164
+ | No log | 3.6452 | 226 | 1.3703 | 0.2143 | 1.3703 | 1.1706 |
165
+ | No log | 3.6774 | 228 | 1.3522 | 0.2006 | 1.3522 | 1.1628 |
166
+ | No log | 3.7097 | 230 | 1.3450 | 0.2206 | 1.3450 | 1.1597 |
167
+ | No log | 3.7419 | 232 | 1.3284 | 0.1245 | 1.3284 | 1.1526 |
168
+ | No log | 3.7742 | 234 | 1.3055 | 0.0842 | 1.3055 | 1.1426 |
169
+ | No log | 3.8065 | 236 | 1.3191 | 0.1544 | 1.3191 | 1.1485 |
170
+ | No log | 3.8387 | 238 | 1.4393 | 0.2438 | 1.4393 | 1.1997 |
171
+ | No log | 3.8710 | 240 | 1.5042 | 0.2055 | 1.5042 | 1.2265 |
172
+ | No log | 3.9032 | 242 | 1.4277 | 0.2313 | 1.4277 | 1.1949 |
173
+ | No log | 3.9355 | 244 | 1.3194 | 0.1727 | 1.3194 | 1.1486 |
174
+ | No log | 3.9677 | 246 | 1.2834 | 0.0609 | 1.2834 | 1.1329 |
175
+ | No log | 4.0 | 248 | 1.2672 | 0.0675 | 1.2672 | 1.1257 |
176
+ | No log | 4.0323 | 250 | 1.2648 | 0.0958 | 1.2648 | 1.1246 |
177
+ | No log | 4.0645 | 252 | 1.3216 | 0.1807 | 1.3216 | 1.1496 |
178
+ | No log | 4.0968 | 254 | 1.4168 | 0.1596 | 1.4168 | 1.1903 |
179
+ | No log | 4.1290 | 256 | 1.3892 | 0.1596 | 1.3892 | 1.1786 |
180
+ | No log | 4.1613 | 258 | 1.3059 | 0.1020 | 1.3059 | 1.1428 |
181
+ | No log | 4.1935 | 260 | 1.2548 | 0.0693 | 1.2548 | 1.1202 |
182
+ | No log | 4.2258 | 262 | 1.2882 | 0.1108 | 1.2882 | 1.1350 |
183
+ | No log | 4.2581 | 264 | 1.3365 | 0.1638 | 1.3365 | 1.1561 |
184
+ | No log | 4.2903 | 266 | 1.2771 | 0.1266 | 1.2771 | 1.1301 |
185
+ | No log | 4.3226 | 268 | 1.2193 | 0.1507 | 1.2193 | 1.1042 |
186
+ | No log | 4.3548 | 270 | 1.3017 | 0.1020 | 1.3017 | 1.1409 |
187
+ | No log | 4.3871 | 272 | 1.4484 | 0.2589 | 1.4484 | 1.2035 |
188
+ | No log | 4.4194 | 274 | 1.4687 | 0.2191 | 1.4687 | 1.2119 |
189
+ | No log | 4.4516 | 276 | 1.3655 | 0.2301 | 1.3655 | 1.1686 |
190
+ | No log | 4.4839 | 278 | 1.3072 | 0.1654 | 1.3072 | 1.1433 |
191
+ | No log | 4.5161 | 280 | 1.2793 | 0.1465 | 1.2793 | 1.1311 |
192
+ | No log | 4.5484 | 282 | 1.3089 | 0.1807 | 1.3089 | 1.1441 |
193
+ | No log | 4.5806 | 284 | 1.3688 | 0.1951 | 1.3688 | 1.1700 |
194
+ | No log | 4.6129 | 286 | 1.3512 | 0.1020 | 1.3512 | 1.1624 |
195
+ | No log | 4.6452 | 288 | 1.3861 | 0.1500 | 1.3861 | 1.1773 |
196
+ | No log | 4.6774 | 290 | 1.4016 | 0.1596 | 1.4016 | 1.1839 |
197
+ | No log | 4.7097 | 292 | 1.3418 | 0.0954 | 1.3418 | 1.1584 |
198
+ | No log | 4.7419 | 294 | 1.2228 | 0.1279 | 1.2228 | 1.1058 |
199
+ | No log | 4.7742 | 296 | 1.1896 | 0.1567 | 1.1896 | 1.0907 |
200
+ | No log | 4.8065 | 298 | 1.1894 | 0.1927 | 1.1894 | 1.0906 |
201
+ | No log | 4.8387 | 300 | 1.2302 | 0.1214 | 1.2302 | 1.1091 |
202
+ | No log | 4.8710 | 302 | 1.2956 | 0.1148 | 1.2956 | 1.1383 |
203
+ | No log | 4.9032 | 304 | 1.3365 | 0.1148 | 1.3365 | 1.1561 |
204
+ | No log | 4.9355 | 306 | 1.2794 | 0.1148 | 1.2794 | 1.1311 |
205
+ | No log | 4.9677 | 308 | 1.1947 | 0.1114 | 1.1947 | 1.0930 |
206
+ | No log | 5.0 | 310 | 1.1617 | 0.2346 | 1.1617 | 1.0778 |
207
+ | No log | 5.0323 | 312 | 1.1617 | 0.1927 | 1.1617 | 1.0778 |
208
+ | No log | 5.0645 | 314 | 1.2207 | 0.2164 | 1.2207 | 1.1048 |
209
+ | No log | 5.0968 | 316 | 1.2890 | 0.2236 | 1.2890 | 1.1353 |
210
+ | No log | 5.1290 | 318 | 1.2962 | 0.2236 | 1.2962 | 1.1385 |
211
+ | No log | 5.1613 | 320 | 1.3257 | 0.2275 | 1.3257 | 1.1514 |
212
+ | No log | 5.1935 | 322 | 1.3395 | 0.2275 | 1.3395 | 1.1574 |
213
+ | No log | 5.2258 | 324 | 1.3456 | 0.2236 | 1.3456 | 1.1600 |
214
+ | No log | 5.2581 | 326 | 1.3130 | 0.2381 | 1.3130 | 1.1458 |
215
+ | No log | 5.2903 | 328 | 1.2798 | 0.2248 | 1.2798 | 1.1313 |
216
+ | No log | 5.3226 | 330 | 1.3008 | 0.2100 | 1.3008 | 1.1405 |
217
+ | No log | 5.3548 | 332 | 1.2864 | 0.1502 | 1.2864 | 1.1342 |
218
+ | No log | 5.3871 | 334 | 1.2531 | 0.1085 | 1.2531 | 1.1194 |
219
+ | No log | 5.4194 | 336 | 1.2378 | 0.1567 | 1.2378 | 1.1125 |
220
+ | No log | 5.4516 | 338 | 1.2423 | 0.1567 | 1.2423 | 1.1146 |
221
+ | No log | 5.4839 | 340 | 1.2815 | 0.0731 | 1.2815 | 1.1320 |
222
+ | No log | 5.5161 | 342 | 1.4082 | 0.1943 | 1.4082 | 1.1867 |
223
+ | No log | 5.5484 | 344 | 1.4313 | 0.1585 | 1.4313 | 1.1964 |
224
+ | No log | 5.5806 | 346 | 1.3829 | 0.2275 | 1.3829 | 1.1760 |
225
+ | No log | 5.6129 | 348 | 1.2842 | 0.1951 | 1.2842 | 1.1332 |
226
+ | No log | 5.6452 | 350 | 1.2151 | 0.1820 | 1.2151 | 1.1023 |
227
+ | No log | 5.6774 | 352 | 1.1978 | 0.1505 | 1.1978 | 1.0944 |
228
+ | No log | 5.7097 | 354 | 1.1759 | 0.1567 | 1.1759 | 1.0844 |
229
+ | No log | 5.7419 | 356 | 1.1994 | 0.1820 | 1.1994 | 1.0952 |
230
+ | No log | 5.7742 | 358 | 1.2857 | 0.1951 | 1.2857 | 1.1339 |
231
+ | No log | 5.8065 | 360 | 1.3206 | 0.2236 | 1.3206 | 1.1492 |
232
+ | No log | 5.8387 | 362 | 1.2544 | 0.2343 | 1.2544 | 1.1200 |
233
+ | No log | 5.8710 | 364 | 1.2092 | 0.2604 | 1.2092 | 1.0997 |
234
+ | No log | 5.9032 | 366 | 1.1856 | 0.2317 | 1.1856 | 1.0888 |
235
+ | No log | 5.9355 | 368 | 1.2572 | 0.1951 | 1.2572 | 1.1213 |
236
+ | No log | 5.9677 | 370 | 1.3927 | 0.2527 | 1.3927 | 1.1801 |
237
+ | No log | 6.0 | 372 | 1.4902 | 0.1843 | 1.4902 | 1.2207 |
238
+ | No log | 6.0323 | 374 | 1.4961 | 0.2047 | 1.4961 | 1.2231 |
239
+ | No log | 6.0645 | 376 | 1.3598 | 0.2559 | 1.3598 | 1.1661 |
240
+ | No log | 6.0968 | 378 | 1.2288 | 0.2046 | 1.2288 | 1.1085 |
241
+ | No log | 6.1290 | 380 | 1.1675 | 0.1310 | 1.1675 | 1.0805 |
242
+ | No log | 6.1613 | 382 | 1.1759 | 0.1405 | 1.1759 | 1.0844 |
243
+ | No log | 6.1935 | 384 | 1.1897 | 0.1712 | 1.1897 | 1.0907 |
244
+ | No log | 6.2258 | 386 | 1.2345 | 0.1903 | 1.2345 | 1.1111 |
245
+ | No log | 6.2581 | 388 | 1.2484 | 0.1903 | 1.2484 | 1.1173 |
246
+ | No log | 6.2903 | 390 | 1.3241 | 0.2173 | 1.3241 | 1.1507 |
247
+ | No log | 6.3226 | 392 | 1.3489 | 0.2559 | 1.3489 | 1.1614 |
248
+ | No log | 6.3548 | 394 | 1.2791 | 0.1463 | 1.2791 | 1.1310 |
249
+ | No log | 6.3871 | 396 | 1.2282 | 0.1502 | 1.2282 | 1.1082 |
250
+ | No log | 6.4194 | 398 | 1.2018 | 0.1344 | 1.2018 | 1.0963 |
251
+ | No log | 6.4516 | 400 | 1.2189 | 0.1502 | 1.2189 | 1.1040 |
252
+ | No log | 6.4839 | 402 | 1.3196 | 0.2664 | 1.3196 | 1.1487 |
253
+ | No log | 6.5161 | 404 | 1.3871 | 0.2559 | 1.3871 | 1.1777 |
254
+ | No log | 6.5484 | 406 | 1.3598 | 0.2559 | 1.3598 | 1.1661 |
255
+ | No log | 6.5806 | 408 | 1.3094 | 0.2738 | 1.3094 | 1.1443 |
256
+ | No log | 6.6129 | 410 | 1.1735 | 0.1807 | 1.1735 | 1.0833 |
257
+ | No log | 6.6452 | 412 | 1.1201 | 0.2587 | 1.1201 | 1.0583 |
258
+ | No log | 6.6774 | 414 | 1.1303 | 0.2019 | 1.1303 | 1.0632 |
259
+ | No log | 6.7097 | 416 | 1.2335 | 0.2619 | 1.2335 | 1.1106 |
260
+ | No log | 6.7419 | 418 | 1.3590 | 0.2721 | 1.3590 | 1.1658 |
261
+ | No log | 6.7742 | 420 | 1.4451 | 0.2498 | 1.4451 | 1.2021 |
262
+ | No log | 6.8065 | 422 | 1.3797 | 0.2747 | 1.3797 | 1.1746 |
263
+ | No log | 6.8387 | 424 | 1.2898 | 0.2738 | 1.2898 | 1.1357 |
264
+ | No log | 6.8710 | 426 | 1.1764 | 0.2762 | 1.1764 | 1.0846 |
265
+ | No log | 6.9032 | 428 | 1.1329 | 0.2260 | 1.1329 | 1.0644 |
266
+ | No log | 6.9355 | 430 | 1.1390 | 0.2065 | 1.1390 | 1.0672 |
267
+ | No log | 6.9677 | 432 | 1.1605 | 0.1502 | 1.1605 | 1.0773 |
268
+ | No log | 7.0 | 434 | 1.1930 | 0.1807 | 1.1930 | 1.0923 |
269
+ | No log | 7.0323 | 436 | 1.2576 | 0.1663 | 1.2576 | 1.1214 |
270
+ | No log | 7.0645 | 438 | 1.3203 | 0.2527 | 1.3203 | 1.1490 |
271
+ | No log | 7.0968 | 440 | 1.3023 | 0.2574 | 1.3023 | 1.1412 |
272
+ | No log | 7.1290 | 442 | 1.2978 | 0.3001 | 1.2978 | 1.1392 |
273
+ | No log | 7.1613 | 444 | 1.3007 | 0.3001 | 1.3007 | 1.1405 |
274
+ | No log | 7.1935 | 446 | 1.2829 | 0.2367 | 1.2829 | 1.1327 |
275
+ | No log | 7.2258 | 448 | 1.2431 | 0.1654 | 1.2431 | 1.1150 |
276
+ | No log | 7.2581 | 450 | 1.2457 | 0.1500 | 1.2457 | 1.1161 |
277
+ | No log | 7.2903 | 452 | 1.2104 | 0.1853 | 1.2104 | 1.1002 |
278
+ | No log | 7.3226 | 454 | 1.1769 | 0.1180 | 1.1769 | 1.0849 |
279
+ | No log | 7.3548 | 456 | 1.1699 | 0.1180 | 1.1699 | 1.0816 |
280
+ | No log | 7.3871 | 458 | 1.1824 | 0.1114 | 1.1824 | 1.0874 |
281
+ | No log | 7.4194 | 460 | 1.2578 | 0.1795 | 1.2578 | 1.1215 |
282
+ | No log | 7.4516 | 462 | 1.3292 | 0.1596 | 1.3292 | 1.1529 |
283
+ | No log | 7.4839 | 464 | 1.3154 | 0.1596 | 1.3154 | 1.1469 |
284
+ | No log | 7.5161 | 466 | 1.2342 | 0.1479 | 1.2342 | 1.1109 |
285
+ | No log | 7.5484 | 468 | 1.1681 | 0.1701 | 1.1681 | 1.0808 |
286
+ | No log | 7.5806 | 470 | 1.1532 | 0.1701 | 1.1532 | 1.0739 |
287
+ | No log | 7.6129 | 472 | 1.1809 | 0.1807 | 1.1809 | 1.0867 |
288
+ | No log | 7.6452 | 474 | 1.2079 | 0.2100 | 1.2079 | 1.0990 |
289
+ | No log | 7.6774 | 476 | 1.2883 | 0.2527 | 1.2883 | 1.1350 |
290
+ | No log | 7.7097 | 478 | 1.3524 | 0.2807 | 1.3524 | 1.1629 |
291
+ | No log | 7.7419 | 480 | 1.2879 | 0.2527 | 1.2879 | 1.1348 |
292
+ | No log | 7.7742 | 482 | 1.2163 | 0.1903 | 1.2163 | 1.1029 |
293
+ | No log | 7.8065 | 484 | 1.2325 | 0.1903 | 1.2325 | 1.1102 |
294
+ | No log | 7.8387 | 486 | 1.2935 | 0.1159 | 1.2935 | 1.1373 |
295
+ | No log | 7.8710 | 488 | 1.3681 | 0.2032 | 1.3681 | 1.1696 |
296
+ | No log | 7.9032 | 490 | 1.3527 | 0.2032 | 1.3527 | 1.1630 |
297
+ | No log | 7.9355 | 492 | 1.2935 | 0.2032 | 1.2935 | 1.1373 |
298
+ | No log | 7.9677 | 494 | 1.2239 | 0.1807 | 1.2239 | 1.1063 |
299
+ | No log | 8.0 | 496 | 1.2318 | 0.1807 | 1.2318 | 1.1098 |
300
+ | No log | 8.0323 | 498 | 1.3126 | 0.2826 | 1.3126 | 1.1457 |
301
+ | 0.3883 | 8.0645 | 500 | 1.4125 | 0.2559 | 1.4125 | 1.1885 |
302
+ | 0.3883 | 8.0968 | 502 | 1.4380 | 0.2676 | 1.4380 | 1.1991 |
303
+ | 0.3883 | 8.1290 | 504 | 1.3874 | 0.2527 | 1.3874 | 1.1779 |
304
+ | 0.3883 | 8.1613 | 506 | 1.3114 | 0.2330 | 1.3114 | 1.1452 |
305
+ | 0.3883 | 8.1935 | 508 | 1.2476 | 0.2009 | 1.2476 | 1.1170 |
306
+ | 0.3883 | 8.2258 | 510 | 1.2073 | 0.1667 | 1.2073 | 1.0988 |
307
+ | 0.3883 | 8.2581 | 512 | 1.2255 | 0.1871 | 1.2255 | 1.1070 |
 
 
 
 
 
 
 
 
 
 
 
 
308
 
309
 
310
  ### Framework versions
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