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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task7_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: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k1_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.9364
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- - Qwk: 0.2947
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- - Mse: 0.9364
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- - Rmse: 0.9677
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  ## Model description
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@@ -47,158 +47,258 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.6667 | 2 | 3.4666 | 0.0606 | 3.4666 | 1.8619 |
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- | No log | 1.3333 | 4 | 2.1819 | 0.0388 | 2.1819 | 1.4771 |
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- | No log | 2.0 | 6 | 1.1895 | 0.1901 | 1.1895 | 1.0907 |
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- | No log | 2.6667 | 8 | 0.7463 | 0.3754 | 0.7463 | 0.8639 |
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- | No log | 3.3333 | 10 | 0.9200 | 0.0392 | 0.9200 | 0.9591 |
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- | No log | 4.0 | 12 | 1.1377 | -0.1787 | 1.1377 | 1.0666 |
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- | No log | 4.6667 | 14 | 1.0855 | -0.0764 | 1.0855 | 1.0419 |
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- | No log | 5.3333 | 16 | 0.8678 | 0.0295 | 0.8678 | 0.9315 |
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- | No log | 6.0 | 18 | 0.7943 | 0.1972 | 0.7943 | 0.8913 |
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- | No log | 6.6667 | 20 | 0.7554 | 0.1918 | 0.7554 | 0.8691 |
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- | No log | 7.3333 | 22 | 0.7546 | 0.1232 | 0.7546 | 0.8687 |
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- | No log | 8.0 | 24 | 0.7993 | 0.0426 | 0.7993 | 0.8940 |
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- | No log | 8.6667 | 26 | 0.7592 | 0.1846 | 0.7592 | 0.8713 |
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- | No log | 9.3333 | 28 | 0.7757 | 0.1846 | 0.7757 | 0.8807 |
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- | No log | 10.0 | 30 | 0.9190 | 0.3031 | 0.9190 | 0.9586 |
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- | No log | 10.6667 | 32 | 0.9476 | 0.3271 | 0.9476 | 0.9735 |
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- | No log | 11.3333 | 34 | 1.0098 | 0.2373 | 1.0098 | 1.0049 |
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- | No log | 12.0 | 36 | 0.9345 | 0.2414 | 0.9345 | 0.9667 |
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- | No log | 12.6667 | 38 | 1.0419 | 0.2245 | 1.0419 | 1.0208 |
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- | No log | 13.3333 | 40 | 1.0341 | 0.1344 | 1.0341 | 1.0169 |
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- | No log | 14.0 | 42 | 0.9617 | 0.0883 | 0.9617 | 0.9807 |
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- | No log | 14.6667 | 44 | 1.0447 | 0.0657 | 1.0447 | 1.0221 |
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- | No log | 15.3333 | 46 | 1.3436 | 0.1085 | 1.3436 | 1.1592 |
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- | No log | 16.0 | 48 | 1.3721 | 0.0843 | 1.3721 | 1.1714 |
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- | No log | 16.6667 | 50 | 1.0517 | 0.2055 | 1.0517 | 1.0255 |
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- | No log | 17.3333 | 52 | 0.8534 | 0.2257 | 0.8534 | 0.9238 |
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- | No log | 18.0 | 54 | 0.8686 | 0.1352 | 0.8686 | 0.9320 |
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- | No log | 18.6667 | 56 | 1.0192 | 0.2296 | 1.0192 | 1.0095 |
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- | No log | 19.3333 | 58 | 1.1603 | 0.1689 | 1.1603 | 1.0772 |
81
- | No log | 20.0 | 60 | 1.1452 | 0.1422 | 1.1452 | 1.0701 |
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- | No log | 20.6667 | 62 | 1.0226 | 0.1863 | 1.0226 | 1.0112 |
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- | No log | 21.3333 | 64 | 1.0275 | 0.1863 | 1.0275 | 1.0136 |
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- | No log | 22.0 | 66 | 1.1891 | 0.1417 | 1.1891 | 1.0904 |
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- | No log | 22.6667 | 68 | 1.3946 | -0.0020 | 1.3946 | 1.1809 |
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- | No log | 23.3333 | 70 | 1.2487 | 0.0116 | 1.2487 | 1.1174 |
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- | No log | 24.0 | 72 | 0.9471 | 0.2066 | 0.9471 | 0.9732 |
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- | No log | 24.6667 | 74 | 0.8982 | 0.1479 | 0.8982 | 0.9478 |
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- | No log | 25.3333 | 76 | 0.9423 | 0.1336 | 0.9423 | 0.9707 |
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- | No log | 26.0 | 78 | 1.0832 | 0.1458 | 1.0832 | 1.0408 |
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- | No log | 26.6667 | 80 | 1.1355 | 0.1146 | 1.1355 | 1.0656 |
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- | No log | 27.3333 | 82 | 1.0743 | 0.1155 | 1.0743 | 1.0365 |
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- | No log | 28.0 | 84 | 1.0556 | 0.0796 | 1.0556 | 1.0274 |
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- | No log | 28.6667 | 86 | 1.0475 | 0.1639 | 1.0475 | 1.0235 |
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- | No log | 29.3333 | 88 | 1.0584 | 0.0988 | 1.0584 | 1.0288 |
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- | No log | 30.0 | 90 | 1.1606 | 0.1324 | 1.1606 | 1.0773 |
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- | No log | 30.6667 | 92 | 1.3179 | 0.0813 | 1.3179 | 1.1480 |
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- | No log | 31.3333 | 94 | 1.3622 | 0.0418 | 1.3622 | 1.1671 |
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- | No log | 32.0 | 96 | 1.2078 | 0.1116 | 1.2078 | 1.0990 |
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- | No log | 32.6667 | 98 | 1.0430 | 0.0662 | 1.0430 | 1.0213 |
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- | No log | 33.3333 | 100 | 0.9905 | 0.1452 | 0.9905 | 0.9952 |
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- | No log | 34.0 | 102 | 0.9766 | 0.1452 | 0.9766 | 0.9883 |
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- | No log | 34.6667 | 104 | 0.9857 | 0.1432 | 0.9857 | 0.9928 |
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- | No log | 35.3333 | 106 | 1.0311 | 0.0832 | 1.0311 | 1.0154 |
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- | No log | 36.0 | 108 | 1.0603 | 0.0848 | 1.0603 | 1.0297 |
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- | No log | 36.6667 | 110 | 1.0752 | 0.1119 | 1.0752 | 1.0369 |
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- | No log | 37.3333 | 112 | 1.1725 | 0.1140 | 1.1725 | 1.0828 |
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- | No log | 38.0 | 114 | 1.1694 | 0.1112 | 1.1694 | 1.0814 |
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- | No log | 38.6667 | 116 | 1.0486 | 0.1855 | 1.0486 | 1.0240 |
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- | No log | 39.3333 | 118 | 0.9574 | 0.2287 | 0.9574 | 0.9785 |
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- | No log | 40.0 | 120 | 0.9554 | 0.2392 | 0.9554 | 0.9775 |
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- | No log | 40.6667 | 122 | 0.9851 | 0.1089 | 0.9851 | 0.9925 |
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- | No log | 41.3333 | 124 | 1.0507 | 0.1120 | 1.0507 | 1.0251 |
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- | No log | 42.0 | 126 | 1.0519 | 0.1120 | 1.0519 | 1.0256 |
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- | No log | 42.6667 | 128 | 1.0316 | 0.0724 | 1.0316 | 1.0157 |
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- | No log | 43.3333 | 130 | 1.0605 | 0.0730 | 1.0605 | 1.0298 |
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- | No log | 44.0 | 132 | 1.1273 | 0.0469 | 1.1273 | 1.0617 |
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- | No log | 44.6667 | 134 | 1.1656 | 0.0506 | 1.1656 | 1.0796 |
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- | No log | 45.3333 | 136 | 1.1544 | 0.0479 | 1.1544 | 1.0745 |
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- | No log | 46.0 | 138 | 1.1504 | 0.0777 | 1.1504 | 1.0725 |
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- | No log | 46.6667 | 140 | 1.0879 | 0.0161 | 1.0879 | 1.0430 |
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- | No log | 47.3333 | 142 | 0.9800 | 0.1361 | 0.9800 | 0.9900 |
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- | No log | 48.0 | 144 | 0.9167 | 0.2608 | 0.9167 | 0.9575 |
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- | No log | 48.6667 | 146 | 0.8972 | 0.2608 | 0.8972 | 0.9472 |
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- | No log | 49.3333 | 148 | 0.9042 | 0.2608 | 0.9042 | 0.9509 |
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- | No log | 50.0 | 150 | 0.9143 | 0.1558 | 0.9143 | 0.9562 |
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- | No log | 50.6667 | 152 | 0.9447 | 0.1168 | 0.9447 | 0.9720 |
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- | No log | 51.3333 | 154 | 0.9513 | 0.1538 | 0.9513 | 0.9753 |
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- | No log | 52.0 | 156 | 0.9392 | 0.1176 | 0.9392 | 0.9691 |
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- | No log | 52.6667 | 158 | 0.9479 | 0.1133 | 0.9479 | 0.9736 |
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- | No log | 53.3333 | 160 | 0.9789 | 0.0755 | 0.9789 | 0.9894 |
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- | No log | 54.0 | 162 | 1.0107 | 0.0043 | 1.0107 | 1.0053 |
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- | No log | 54.6667 | 164 | 1.0749 | 0.0498 | 1.0749 | 1.0368 |
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- | No log | 55.3333 | 166 | 1.0967 | 0.0498 | 1.0967 | 1.0472 |
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- | No log | 56.0 | 168 | 1.0716 | 0.0805 | 1.0716 | 1.0352 |
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- | No log | 56.6667 | 170 | 1.0535 | 0.0498 | 1.0535 | 1.0264 |
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- | No log | 57.3333 | 172 | 1.0135 | 0.1725 | 1.0135 | 1.0067 |
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- | No log | 58.0 | 174 | 0.9851 | 0.1419 | 0.9851 | 0.9925 |
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- | No log | 58.6667 | 176 | 0.9911 | 0.1159 | 0.9911 | 0.9955 |
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- | No log | 59.3333 | 178 | 0.9823 | 0.1159 | 0.9823 | 0.9911 |
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- | No log | 60.0 | 180 | 0.9975 | 0.0836 | 0.9975 | 0.9987 |
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- | No log | 60.6667 | 182 | 0.9961 | 0.1159 | 0.9961 | 0.9981 |
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- | No log | 61.3333 | 184 | 0.9787 | 0.1159 | 0.9787 | 0.9893 |
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- | No log | 62.0 | 186 | 0.9497 | 0.1475 | 0.9497 | 0.9745 |
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- | No log | 62.6667 | 188 | 0.9542 | 0.1475 | 0.9542 | 0.9768 |
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- | No log | 63.3333 | 190 | 0.9403 | 0.2160 | 0.9403 | 0.9697 |
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- | No log | 64.0 | 192 | 0.9193 | 0.2576 | 0.9193 | 0.9588 |
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- | No log | 64.6667 | 194 | 0.9130 | 0.2576 | 0.9130 | 0.9555 |
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- | No log | 65.3333 | 196 | 0.9349 | 0.2545 | 0.9349 | 0.9669 |
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- | No log | 66.0 | 198 | 0.9721 | 0.2171 | 0.9721 | 0.9859 |
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- | No log | 66.6667 | 200 | 1.0226 | 0.0498 | 1.0226 | 1.0112 |
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- | No log | 67.3333 | 202 | 1.0245 | 0.0498 | 1.0245 | 1.0122 |
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- | No log | 68.0 | 204 | 0.9915 | 0.1460 | 0.9915 | 0.9957 |
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- | No log | 68.6667 | 206 | 0.9745 | 0.1391 | 0.9745 | 0.9872 |
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- | No log | 69.3333 | 208 | 0.9555 | 0.2072 | 0.9555 | 0.9775 |
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- | No log | 70.0 | 210 | 0.9597 | 0.2072 | 0.9597 | 0.9796 |
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- | No log | 70.6667 | 212 | 0.9671 | 0.2072 | 0.9671 | 0.9834 |
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- | No log | 71.3333 | 214 | 0.9825 | 0.2053 | 0.9825 | 0.9912 |
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- | No log | 72.0 | 216 | 1.0044 | 0.1651 | 1.0044 | 1.0022 |
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- | No log | 72.6667 | 218 | 1.0332 | 0.0161 | 1.0332 | 1.0164 |
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- | No log | 73.3333 | 220 | 1.0440 | 0.0161 | 1.0440 | 1.0217 |
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- | No log | 74.0 | 222 | 1.0170 | 0.0161 | 1.0170 | 1.0084 |
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- | No log | 74.6667 | 224 | 0.9887 | 0.1054 | 0.9887 | 0.9943 |
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- | No log | 75.3333 | 226 | 0.9590 | 0.2053 | 0.9590 | 0.9793 |
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- | No log | 76.0 | 228 | 0.9507 | 0.2545 | 0.9507 | 0.9750 |
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- | No log | 76.6667 | 230 | 0.9412 | 0.2545 | 0.9412 | 0.9702 |
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- | No log | 77.3333 | 232 | 0.9453 | 0.1870 | 0.9453 | 0.9723 |
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- | No log | 78.0 | 234 | 0.9422 | 0.1887 | 0.9422 | 0.9707 |
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- | No log | 78.6667 | 236 | 0.9554 | 0.1870 | 0.9554 | 0.9774 |
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- | No log | 79.3333 | 238 | 0.9799 | 0.1460 | 0.9799 | 0.9899 |
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- | No log | 80.0 | 240 | 0.9974 | 0.0832 | 0.9974 | 0.9987 |
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- | No log | 80.6667 | 242 | 0.9917 | 0.0832 | 0.9917 | 0.9958 |
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- | No log | 81.3333 | 244 | 0.9691 | 0.1130 | 0.9691 | 0.9844 |
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- | No log | 82.0 | 246 | 0.9576 | 0.1500 | 0.9576 | 0.9786 |
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- | No log | 82.6667 | 248 | 0.9487 | 0.1887 | 0.9487 | 0.9740 |
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- | No log | 83.3333 | 250 | 0.9559 | 0.1887 | 0.9559 | 0.9777 |
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- | No log | 84.0 | 252 | 0.9516 | 0.1887 | 0.9516 | 0.9755 |
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- | No log | 84.6667 | 254 | 0.9478 | 0.2987 | 0.9478 | 0.9736 |
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- | No log | 85.3333 | 256 | 0.9511 | 0.2576 | 0.9511 | 0.9752 |
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- | No log | 86.0 | 258 | 0.9594 | 0.2576 | 0.9594 | 0.9795 |
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- | No log | 86.6667 | 260 | 0.9668 | 0.1789 | 0.9668 | 0.9833 |
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- | No log | 87.3333 | 262 | 0.9650 | 0.1789 | 0.9650 | 0.9823 |
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- | No log | 88.0 | 264 | 0.9572 | 0.2160 | 0.9572 | 0.9784 |
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- | No log | 88.6667 | 266 | 0.9514 | 0.2545 | 0.9514 | 0.9754 |
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- | No log | 89.3333 | 268 | 0.9406 | 0.2987 | 0.9406 | 0.9698 |
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- | No log | 90.0 | 270 | 0.9276 | 0.2987 | 0.9276 | 0.9631 |
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- | No log | 90.6667 | 272 | 0.9220 | 0.3289 | 0.9220 | 0.9602 |
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- | No log | 91.3333 | 274 | 0.9237 | 0.3289 | 0.9237 | 0.9611 |
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- | No log | 92.0 | 276 | 0.9227 | 0.3289 | 0.9227 | 0.9606 |
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- | No log | 92.6667 | 278 | 0.9194 | 0.3289 | 0.9194 | 0.9589 |
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- | No log | 93.3333 | 280 | 0.9190 | 0.2987 | 0.9190 | 0.9586 |
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- | No log | 94.0 | 282 | 0.9212 | 0.2987 | 0.9212 | 0.9598 |
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- | No log | 94.6667 | 284 | 0.9239 | 0.2987 | 0.9239 | 0.9612 |
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- | No log | 95.3333 | 286 | 0.9252 | 0.2987 | 0.9252 | 0.9619 |
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- | No log | 96.0 | 288 | 0.9290 | 0.2987 | 0.9290 | 0.9639 |
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- | No log | 96.6667 | 290 | 0.9327 | 0.2987 | 0.9327 | 0.9658 |
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- | No log | 97.3333 | 292 | 0.9338 | 0.2987 | 0.9338 | 0.9663 |
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- | No log | 98.0 | 294 | 0.9340 | 0.2987 | 0.9340 | 0.9664 |
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- | No log | 98.6667 | 296 | 0.9355 | 0.2947 | 0.9355 | 0.9672 |
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- | No log | 99.3333 | 298 | 0.9359 | 0.2947 | 0.9359 | 0.9674 |
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- | No log | 100.0 | 300 | 0.9364 | 0.2947 | 0.9364 | 0.9677 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task7_organization
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  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k2_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
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+ - Loss: 0.9813
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+ - Qwk: 0.2635
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+ - Mse: 0.9813
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+ - Rmse: 0.9906
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  ## Model description
24
 
 
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48
  ### Training results
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50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.4 | 2 | 2.5043 | -0.0788 | 2.5043 | 1.5825 |
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+ | No log | 0.8 | 4 | 1.1496 | 0.1284 | 1.1496 | 1.0722 |
54
+ | No log | 1.2 | 6 | 0.8398 | 0.0535 | 0.8398 | 0.9164 |
55
+ | No log | 1.6 | 8 | 0.8665 | 0.0313 | 0.8665 | 0.9309 |
56
+ | No log | 2.0 | 10 | 0.9418 | 0.1181 | 0.9418 | 0.9705 |
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+ | No log | 2.4 | 12 | 0.8754 | 0.1268 | 0.8754 | 0.9356 |
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+ | No log | 2.8 | 14 | 0.7780 | 0.0804 | 0.7780 | 0.8821 |
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+ | No log | 3.2 | 16 | 0.7806 | 0.0444 | 0.7806 | 0.8835 |
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+ | No log | 3.6 | 18 | 0.7911 | 0.0444 | 0.7911 | 0.8895 |
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+ | No log | 4.0 | 20 | 0.8116 | 0.0481 | 0.8116 | 0.9009 |
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+ | No log | 4.4 | 22 | 0.7852 | 0.0444 | 0.7852 | 0.8861 |
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+ | No log | 4.8 | 24 | 0.7556 | 0.1187 | 0.7556 | 0.8693 |
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+ | No log | 5.2 | 26 | 0.7550 | 0.1094 | 0.7550 | 0.8689 |
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+ | No log | 5.6 | 28 | 0.7873 | 0.2285 | 0.7873 | 0.8873 |
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+ | No log | 6.0 | 30 | 0.8195 | 0.1867 | 0.8195 | 0.9053 |
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+ | No log | 6.4 | 32 | 0.7905 | 0.1584 | 0.7905 | 0.8891 |
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+ | No log | 6.8 | 34 | 0.8006 | 0.1542 | 0.8006 | 0.8947 |
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+ | No log | 7.2 | 36 | 0.8280 | 0.1946 | 0.8280 | 0.9100 |
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+ | No log | 7.6 | 38 | 1.0096 | 0.1501 | 1.0096 | 1.0048 |
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+ | No log | 8.0 | 40 | 1.0556 | 0.1867 | 1.0556 | 1.0274 |
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+ | No log | 8.4 | 42 | 0.9515 | 0.0241 | 0.9515 | 0.9754 |
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+ | No log | 8.8 | 44 | 0.8984 | 0.1289 | 0.8984 | 0.9478 |
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+ | No log | 9.2 | 46 | 0.9670 | 0.1385 | 0.9670 | 0.9833 |
75
+ | No log | 9.6 | 48 | 1.0412 | 0.2119 | 1.0412 | 1.0204 |
76
+ | No log | 10.0 | 50 | 1.1556 | 0.1115 | 1.1556 | 1.0750 |
77
+ | No log | 10.4 | 52 | 1.1838 | 0.0845 | 1.1838 | 1.0880 |
78
+ | No log | 10.8 | 54 | 1.2096 | 0.0686 | 1.2096 | 1.0998 |
79
+ | No log | 11.2 | 56 | 1.2015 | 0.0686 | 1.2015 | 1.0961 |
80
+ | No log | 11.6 | 58 | 1.1246 | 0.0713 | 1.1246 | 1.0605 |
81
+ | No log | 12.0 | 60 | 1.0039 | 0.1775 | 1.0039 | 1.0019 |
82
+ | No log | 12.4 | 62 | 0.9072 | 0.2239 | 0.9072 | 0.9525 |
83
+ | No log | 12.8 | 64 | 1.0172 | 0.1014 | 1.0172 | 1.0086 |
84
+ | No log | 13.2 | 66 | 1.2605 | 0.1176 | 1.2605 | 1.1227 |
85
+ | No log | 13.6 | 68 | 1.3323 | 0.1479 | 1.3323 | 1.1543 |
86
+ | No log | 14.0 | 70 | 1.3230 | 0.0704 | 1.3230 | 1.1502 |
87
+ | No log | 14.4 | 72 | 1.0369 | 0.1843 | 1.0369 | 1.0183 |
88
+ | No log | 14.8 | 74 | 0.9368 | 0.2124 | 0.9368 | 0.9679 |
89
+ | No log | 15.2 | 76 | 0.9609 | 0.2076 | 0.9609 | 0.9803 |
90
+ | No log | 15.6 | 78 | 1.1684 | 0.1086 | 1.1684 | 1.0809 |
91
+ | No log | 16.0 | 80 | 1.2914 | 0.1417 | 1.2914 | 1.1364 |
92
+ | No log | 16.4 | 82 | 1.2720 | 0.1145 | 1.2720 | 1.1278 |
93
+ | No log | 16.8 | 84 | 1.1177 | 0.2070 | 1.1177 | 1.0572 |
94
+ | No log | 17.2 | 86 | 0.9467 | 0.3134 | 0.9467 | 0.9730 |
95
+ | No log | 17.6 | 88 | 0.9169 | 0.3194 | 0.9169 | 0.9575 |
96
+ | No log | 18.0 | 90 | 1.0413 | 0.2209 | 1.0413 | 1.0205 |
97
+ | No log | 18.4 | 92 | 1.2213 | 0.2070 | 1.2213 | 1.1051 |
98
+ | No log | 18.8 | 94 | 1.2776 | 0.0727 | 1.2776 | 1.1303 |
99
+ | No log | 19.2 | 96 | 1.2925 | 0.1200 | 1.2925 | 1.1369 |
100
+ | No log | 19.6 | 98 | 1.2695 | 0.2138 | 1.2695 | 1.1267 |
101
+ | No log | 20.0 | 100 | 1.0685 | 0.2659 | 1.0685 | 1.0337 |
102
+ | No log | 20.4 | 102 | 0.9646 | 0.3194 | 0.9646 | 0.9822 |
103
+ | No log | 20.8 | 104 | 1.0011 | 0.2537 | 1.0011 | 1.0005 |
104
+ | No log | 21.2 | 106 | 1.0633 | 0.1549 | 1.0633 | 1.0312 |
105
+ | No log | 21.6 | 108 | 1.1412 | 0.1206 | 1.1412 | 1.0683 |
106
+ | No log | 22.0 | 110 | 1.2095 | 0.0623 | 1.2095 | 1.0998 |
107
+ | No log | 22.4 | 112 | 1.2801 | 0.1254 | 1.2801 | 1.1314 |
108
+ | No log | 22.8 | 114 | 1.2387 | 0.1473 | 1.2387 | 1.1130 |
109
+ | No log | 23.2 | 116 | 1.1045 | 0.1144 | 1.1045 | 1.0510 |
110
+ | No log | 23.6 | 118 | 1.0220 | 0.2437 | 1.0220 | 1.0109 |
111
+ | No log | 24.0 | 120 | 0.9643 | 0.2651 | 0.9643 | 0.9820 |
112
+ | No log | 24.4 | 122 | 0.9763 | 0.2806 | 0.9763 | 0.9881 |
113
+ | No log | 24.8 | 124 | 1.0316 | 0.2545 | 1.0316 | 1.0157 |
114
+ | No log | 25.2 | 126 | 1.0772 | 0.2191 | 1.0772 | 1.0379 |
115
+ | No log | 25.6 | 128 | 1.0496 | 0.2017 | 1.0496 | 1.0245 |
116
+ | No log | 26.0 | 130 | 1.0165 | 0.1922 | 1.0165 | 1.0082 |
117
+ | No log | 26.4 | 132 | 1.0143 | 0.2217 | 1.0143 | 1.0071 |
118
+ | No log | 26.8 | 134 | 1.0071 | 0.2659 | 1.0071 | 1.0035 |
119
+ | No log | 27.2 | 136 | 0.9128 | 0.2702 | 0.9128 | 0.9554 |
120
+ | No log | 27.6 | 138 | 0.8561 | 0.2616 | 0.8561 | 0.9253 |
121
+ | No log | 28.0 | 140 | 0.8551 | 0.2467 | 0.8551 | 0.9247 |
122
+ | No log | 28.4 | 142 | 0.8836 | 0.3329 | 0.8836 | 0.9400 |
123
+ | No log | 28.8 | 144 | 0.9271 | 0.2116 | 0.9271 | 0.9629 |
124
+ | No log | 29.2 | 146 | 0.9750 | 0.2063 | 0.9750 | 0.9874 |
125
+ | No log | 29.6 | 148 | 1.0384 | 0.2029 | 1.0384 | 1.0190 |
126
+ | No log | 30.0 | 150 | 1.1437 | 0.1653 | 1.1437 | 1.0694 |
127
+ | No log | 30.4 | 152 | 1.2277 | 0.2376 | 1.2277 | 1.1080 |
128
+ | No log | 30.8 | 154 | 1.1811 | 0.2030 | 1.1811 | 1.0868 |
129
+ | No log | 31.2 | 156 | 1.0947 | 0.1655 | 1.0947 | 1.0463 |
130
+ | No log | 31.6 | 158 | 1.0593 | 0.2150 | 1.0593 | 1.0292 |
131
+ | No log | 32.0 | 160 | 1.0426 | 0.2150 | 1.0426 | 1.0211 |
132
+ | No log | 32.4 | 162 | 1.0575 | 0.2330 | 1.0575 | 1.0284 |
133
+ | No log | 32.8 | 164 | 1.0647 | 0.2330 | 1.0647 | 1.0319 |
134
+ | No log | 33.2 | 166 | 1.0672 | 0.2755 | 1.0672 | 1.0330 |
135
+ | No log | 33.6 | 168 | 1.0461 | 0.2961 | 1.0461 | 1.0228 |
136
+ | No log | 34.0 | 170 | 1.1157 | 0.2961 | 1.1157 | 1.0563 |
137
+ | No log | 34.4 | 172 | 1.2613 | 0.2948 | 1.2613 | 1.1231 |
138
+ | No log | 34.8 | 174 | 1.2750 | 0.3065 | 1.2750 | 1.1291 |
139
+ | No log | 35.2 | 176 | 1.2028 | 0.2914 | 1.2028 | 1.0967 |
140
+ | No log | 35.6 | 178 | 1.1502 | 0.2417 | 1.1502 | 1.0725 |
141
+ | No log | 36.0 | 180 | 1.1302 | 0.2207 | 1.1302 | 1.0631 |
142
+ | No log | 36.4 | 182 | 1.1597 | 0.1729 | 1.1597 | 1.0769 |
143
+ | No log | 36.8 | 184 | 1.2322 | 0.1663 | 1.2322 | 1.1100 |
144
+ | No log | 37.2 | 186 | 1.2817 | 0.2459 | 1.2817 | 1.1321 |
145
+ | No log | 37.6 | 188 | 1.2833 | 0.2601 | 1.2833 | 1.1328 |
146
+ | No log | 38.0 | 190 | 1.3190 | 0.2499 | 1.3190 | 1.1485 |
147
+ | No log | 38.4 | 192 | 1.2863 | 0.2207 | 1.2863 | 1.1341 |
148
+ | No log | 38.8 | 194 | 1.1725 | 0.2545 | 1.1725 | 1.0828 |
149
+ | No log | 39.2 | 196 | 1.0959 | 0.2372 | 1.0959 | 1.0469 |
150
+ | No log | 39.6 | 198 | 1.0191 | 0.2602 | 1.0191 | 1.0095 |
151
+ | No log | 40.0 | 200 | 1.0014 | 0.2602 | 1.0014 | 1.0007 |
152
+ | No log | 40.4 | 202 | 1.0747 | 0.2372 | 1.0747 | 1.0367 |
153
+ | No log | 40.8 | 204 | 1.2319 | 0.2459 | 1.2319 | 1.1099 |
154
+ | No log | 41.2 | 206 | 1.3128 | 0.2243 | 1.3128 | 1.1458 |
155
+ | No log | 41.6 | 208 | 1.2900 | 0.2559 | 1.2900 | 1.1358 |
156
+ | No log | 42.0 | 210 | 1.1675 | 0.2247 | 1.1675 | 1.0805 |
157
+ | No log | 42.4 | 212 | 1.0744 | 0.2372 | 1.0744 | 1.0365 |
158
+ | No log | 42.8 | 214 | 1.0556 | 0.2372 | 1.0556 | 1.0274 |
159
+ | No log | 43.2 | 216 | 1.0870 | 0.2545 | 1.0870 | 1.0426 |
160
+ | No log | 43.6 | 218 | 1.1258 | 0.2501 | 1.1258 | 1.0610 |
161
+ | No log | 44.0 | 220 | 1.1501 | 0.2501 | 1.1501 | 1.0724 |
162
+ | No log | 44.4 | 222 | 1.1116 | 0.2330 | 1.1116 | 1.0543 |
163
+ | No log | 44.8 | 224 | 1.0824 | 0.2150 | 1.0824 | 1.0404 |
164
+ | No log | 45.2 | 226 | 1.0525 | 0.2372 | 1.0525 | 1.0259 |
165
+ | No log | 45.6 | 228 | 1.0645 | 0.2635 | 1.0645 | 1.0318 |
166
+ | No log | 46.0 | 230 | 1.0526 | 0.2850 | 1.0526 | 1.0260 |
167
+ | No log | 46.4 | 232 | 0.9906 | 0.3538 | 0.9906 | 0.9953 |
168
+ | No log | 46.8 | 234 | 0.9796 | 0.3538 | 0.9796 | 0.9898 |
169
+ | No log | 47.2 | 236 | 1.0047 | 0.3481 | 1.0047 | 1.0023 |
170
+ | No log | 47.6 | 238 | 1.0683 | 0.2802 | 1.0683 | 1.0336 |
171
+ | No log | 48.0 | 240 | 1.1119 | 0.2914 | 1.1119 | 1.0545 |
172
+ | No log | 48.4 | 242 | 1.1179 | 0.2961 | 1.1179 | 1.0573 |
173
+ | No log | 48.8 | 244 | 1.0432 | 0.2802 | 1.0432 | 1.0214 |
174
+ | No log | 49.2 | 246 | 0.9511 | 0.3214 | 0.9511 | 0.9752 |
175
+ | No log | 49.6 | 248 | 0.9029 | 0.3477 | 0.9029 | 0.9502 |
176
+ | No log | 50.0 | 250 | 0.8922 | 0.2728 | 0.8922 | 0.9445 |
177
+ | No log | 50.4 | 252 | 0.8658 | 0.3294 | 0.8658 | 0.9305 |
178
+ | No log | 50.8 | 254 | 0.8949 | 0.2923 | 0.8949 | 0.9460 |
179
+ | No log | 51.2 | 256 | 0.9776 | 0.3082 | 0.9776 | 0.9887 |
180
+ | No log | 51.6 | 258 | 1.0779 | 0.2961 | 1.0779 | 1.0382 |
181
+ | No log | 52.0 | 260 | 1.1661 | 0.2537 | 1.1661 | 1.0799 |
182
+ | No log | 52.4 | 262 | 1.1571 | 0.2537 | 1.1571 | 1.0757 |
183
+ | No log | 52.8 | 264 | 1.1359 | 0.2579 | 1.1359 | 1.0658 |
184
+ | No log | 53.2 | 266 | 1.1033 | 0.2665 | 1.1033 | 1.0504 |
185
+ | No log | 53.6 | 268 | 1.0413 | 0.2755 | 1.0413 | 1.0204 |
186
+ | No log | 54.0 | 270 | 0.9681 | 0.2898 | 0.9681 | 0.9839 |
187
+ | No log | 54.4 | 272 | 0.9501 | 0.3269 | 0.9501 | 0.9747 |
188
+ | No log | 54.8 | 274 | 0.9856 | 0.2898 | 0.9856 | 0.9928 |
189
+ | No log | 55.2 | 276 | 1.0138 | 0.2590 | 1.0138 | 1.0069 |
190
+ | No log | 55.6 | 278 | 1.0544 | 0.2372 | 1.0544 | 1.0268 |
191
+ | No log | 56.0 | 280 | 1.0935 | 0.2961 | 1.0935 | 1.0457 |
192
+ | No log | 56.4 | 282 | 1.0973 | 0.2961 | 1.0973 | 1.0475 |
193
+ | No log | 56.8 | 284 | 1.1026 | 0.2961 | 1.1026 | 1.0500 |
194
+ | No log | 57.2 | 286 | 1.1034 | 0.2961 | 1.1034 | 1.0504 |
195
+ | No log | 57.6 | 288 | 1.1017 | 0.2961 | 1.1017 | 1.0496 |
196
+ | No log | 58.0 | 290 | 1.0296 | 0.3010 | 1.0296 | 1.0147 |
197
+ | No log | 58.4 | 292 | 0.9434 | 0.2939 | 0.9434 | 0.9713 |
198
+ | No log | 58.8 | 294 | 0.8964 | 0.3347 | 0.8964 | 0.9468 |
199
+ | No log | 59.2 | 296 | 0.8527 | 0.3347 | 0.8527 | 0.9234 |
200
+ | No log | 59.6 | 298 | 0.8477 | 0.3347 | 0.8477 | 0.9207 |
201
+ | No log | 60.0 | 300 | 0.8474 | 0.3347 | 0.8474 | 0.9205 |
202
+ | No log | 60.4 | 302 | 0.8871 | 0.3287 | 0.8871 | 0.9419 |
203
+ | No log | 60.8 | 304 | 0.9746 | 0.2926 | 0.9746 | 0.9872 |
204
+ | No log | 61.2 | 306 | 1.0717 | 0.3010 | 1.0717 | 1.0352 |
205
+ | No log | 61.6 | 308 | 1.1086 | 0.2914 | 1.1086 | 1.0529 |
206
+ | No log | 62.0 | 310 | 1.0847 | 0.3010 | 1.0847 | 1.0415 |
207
+ | No log | 62.4 | 312 | 1.0463 | 0.3010 | 1.0463 | 1.0229 |
208
+ | No log | 62.8 | 314 | 1.0050 | 0.2926 | 1.0050 | 1.0025 |
209
+ | No log | 63.2 | 316 | 0.9897 | 0.2707 | 0.9897 | 0.9949 |
210
+ | No log | 63.6 | 318 | 1.0251 | 0.2437 | 1.0251 | 1.0125 |
211
+ | No log | 64.0 | 320 | 1.0832 | 0.2330 | 1.0832 | 1.0408 |
212
+ | No log | 64.4 | 322 | 1.1397 | 0.2330 | 1.1397 | 1.0676 |
213
+ | No log | 64.8 | 324 | 1.1405 | 0.2545 | 1.1405 | 1.0679 |
214
+ | No log | 65.2 | 326 | 1.0950 | 0.2755 | 1.0950 | 1.0464 |
215
+ | No log | 65.6 | 328 | 1.0310 | 0.2707 | 1.0310 | 1.0154 |
216
+ | No log | 66.0 | 330 | 0.9736 | 0.2926 | 0.9736 | 0.9867 |
217
+ | No log | 66.4 | 332 | 0.9501 | 0.2926 | 0.9501 | 0.9747 |
218
+ | No log | 66.8 | 334 | 0.9496 | 0.2926 | 0.9496 | 0.9745 |
219
+ | No log | 67.2 | 336 | 0.9554 | 0.3059 | 0.9554 | 0.9774 |
220
+ | No log | 67.6 | 338 | 0.9708 | 0.3059 | 0.9708 | 0.9853 |
221
+ | No log | 68.0 | 340 | 1.0204 | 0.2926 | 1.0204 | 1.0101 |
222
+ | No log | 68.4 | 342 | 1.0272 | 0.2926 | 1.0272 | 1.0135 |
223
+ | No log | 68.8 | 344 | 1.0252 | 0.2926 | 1.0252 | 1.0125 |
224
+ | No log | 69.2 | 346 | 1.0348 | 0.3059 | 1.0348 | 1.0173 |
225
+ | No log | 69.6 | 348 | 1.0126 | 0.2926 | 1.0126 | 1.0063 |
226
+ | No log | 70.0 | 350 | 0.9720 | 0.2926 | 0.9720 | 0.9859 |
227
+ | No log | 70.4 | 352 | 0.9502 | 0.2707 | 0.9502 | 0.9748 |
228
+ | No log | 70.8 | 354 | 0.9376 | 0.2707 | 0.9376 | 0.9683 |
229
+ | No log | 71.2 | 356 | 0.9398 | 0.3029 | 0.9398 | 0.9694 |
230
+ | No log | 71.6 | 358 | 0.9631 | 0.2850 | 0.9631 | 0.9814 |
231
+ | No log | 72.0 | 360 | 0.9738 | 0.2635 | 0.9738 | 0.9868 |
232
+ | No log | 72.4 | 362 | 0.9975 | 0.2416 | 0.9975 | 0.9988 |
233
+ | No log | 72.8 | 364 | 1.0338 | 0.2416 | 1.0338 | 1.0167 |
234
+ | No log | 73.2 | 366 | 1.0433 | 0.2150 | 1.0433 | 1.0214 |
235
+ | No log | 73.6 | 368 | 1.0242 | 0.1976 | 1.0242 | 1.0120 |
236
+ | No log | 74.0 | 370 | 1.0076 | 0.1976 | 1.0076 | 1.0038 |
237
+ | No log | 74.4 | 372 | 1.0033 | 0.2372 | 1.0033 | 1.0017 |
238
+ | No log | 74.8 | 374 | 0.9852 | 0.2730 | 0.9852 | 0.9926 |
239
+ | No log | 75.2 | 376 | 0.9805 | 0.2730 | 0.9805 | 0.9902 |
240
+ | No log | 75.6 | 378 | 0.9917 | 0.2635 | 0.9917 | 0.9959 |
241
+ | No log | 76.0 | 380 | 0.9862 | 0.2635 | 0.9862 | 0.9931 |
242
+ | No log | 76.4 | 382 | 0.9830 | 0.2635 | 0.9830 | 0.9915 |
243
+ | No log | 76.8 | 384 | 0.9761 | 0.3161 | 0.9761 | 0.9880 |
244
+ | No log | 77.2 | 386 | 0.9838 | 0.2850 | 0.9838 | 0.9918 |
245
+ | No log | 77.6 | 388 | 0.9930 | 0.2850 | 0.9930 | 0.9965 |
246
+ | No log | 78.0 | 390 | 0.9946 | 0.2850 | 0.9946 | 0.9973 |
247
+ | No log | 78.4 | 392 | 0.9893 | 0.2850 | 0.9893 | 0.9946 |
248
+ | No log | 78.8 | 394 | 0.9845 | 0.2635 | 0.9845 | 0.9922 |
249
+ | No log | 79.2 | 396 | 0.9782 | 0.2482 | 0.9782 | 0.9890 |
250
+ | No log | 79.6 | 398 | 0.9780 | 0.2529 | 0.9780 | 0.9889 |
251
+ | No log | 80.0 | 400 | 0.9858 | 0.2297 | 0.9858 | 0.9929 |
252
+ | No log | 80.4 | 402 | 0.9929 | 0.2363 | 0.9929 | 0.9965 |
253
+ | No log | 80.8 | 404 | 0.9865 | 0.2601 | 0.9865 | 0.9932 |
254
+ | No log | 81.2 | 406 | 1.0001 | 0.2601 | 1.0001 | 1.0001 |
255
+ | No log | 81.6 | 408 | 1.0296 | 0.2437 | 1.0296 | 1.0147 |
256
+ | No log | 82.0 | 410 | 1.0678 | 0.2481 | 1.0678 | 1.0334 |
257
+ | No log | 82.4 | 412 | 1.0911 | 0.2481 | 1.0911 | 1.0445 |
258
+ | No log | 82.8 | 414 | 1.1003 | 0.2481 | 1.1003 | 1.0489 |
259
+ | No log | 83.2 | 416 | 1.0846 | 0.2481 | 1.0846 | 1.0414 |
260
+ | No log | 83.6 | 418 | 1.0514 | 0.2524 | 1.0514 | 1.0254 |
261
+ | No log | 84.0 | 420 | 1.0021 | 0.2850 | 1.0021 | 1.0010 |
262
+ | No log | 84.4 | 422 | 0.9639 | 0.2707 | 0.9639 | 0.9818 |
263
+ | No log | 84.8 | 424 | 0.9436 | 0.2857 | 0.9436 | 0.9714 |
264
+ | No log | 85.2 | 426 | 0.9430 | 0.2482 | 0.9430 | 0.9711 |
265
+ | No log | 85.6 | 428 | 0.9583 | 0.2482 | 0.9583 | 0.9789 |
266
+ | No log | 86.0 | 430 | 0.9654 | 0.2482 | 0.9654 | 0.9825 |
267
+ | No log | 86.4 | 432 | 0.9649 | 0.2482 | 0.9649 | 0.9823 |
268
+ | No log | 86.8 | 434 | 0.9690 | 0.2707 | 0.9690 | 0.9844 |
269
+ | No log | 87.2 | 436 | 0.9698 | 0.2707 | 0.9698 | 0.9848 |
270
+ | No log | 87.6 | 438 | 0.9606 | 0.2482 | 0.9606 | 0.9801 |
271
+ | No log | 88.0 | 440 | 0.9545 | 0.2482 | 0.9545 | 0.9770 |
272
+ | No log | 88.4 | 442 | 0.9451 | 0.2707 | 0.9451 | 0.9721 |
273
+ | No log | 88.8 | 444 | 0.9417 | 0.2707 | 0.9417 | 0.9704 |
274
+ | No log | 89.2 | 446 | 0.9455 | 0.2707 | 0.9455 | 0.9724 |
275
+ | No log | 89.6 | 448 | 0.9613 | 0.2850 | 0.9613 | 0.9804 |
276
+ | No log | 90.0 | 450 | 0.9727 | 0.2850 | 0.9727 | 0.9862 |
277
+ | No log | 90.4 | 452 | 0.9800 | 0.2850 | 0.9800 | 0.9899 |
278
+ | No log | 90.8 | 454 | 0.9899 | 0.2850 | 0.9899 | 0.9949 |
279
+ | No log | 91.2 | 456 | 0.9923 | 0.2850 | 0.9923 | 0.9961 |
280
+ | No log | 91.6 | 458 | 0.9873 | 0.2635 | 0.9873 | 0.9936 |
281
+ | No log | 92.0 | 460 | 0.9873 | 0.2635 | 0.9873 | 0.9936 |
282
+ | No log | 92.4 | 462 | 0.9872 | 0.2635 | 0.9872 | 0.9936 |
283
+ | No log | 92.8 | 464 | 0.9834 | 0.2635 | 0.9834 | 0.9917 |
284
+ | No log | 93.2 | 466 | 0.9856 | 0.2635 | 0.9856 | 0.9928 |
285
+ | No log | 93.6 | 468 | 0.9885 | 0.2635 | 0.9885 | 0.9942 |
286
+ | No log | 94.0 | 470 | 0.9860 | 0.2635 | 0.9860 | 0.9930 |
287
+ | No log | 94.4 | 472 | 0.9814 | 0.2635 | 0.9814 | 0.9906 |
288
+ | No log | 94.8 | 474 | 0.9823 | 0.2635 | 0.9823 | 0.9911 |
289
+ | No log | 95.2 | 476 | 0.9850 | 0.2635 | 0.9850 | 0.9925 |
290
+ | No log | 95.6 | 478 | 0.9838 | 0.2635 | 0.9838 | 0.9919 |
291
+ | No log | 96.0 | 480 | 0.9826 | 0.2635 | 0.9826 | 0.9913 |
292
+ | No log | 96.4 | 482 | 0.9823 | 0.2635 | 0.9823 | 0.9911 |
293
+ | No log | 96.8 | 484 | 0.9783 | 0.2635 | 0.9783 | 0.9891 |
294
+ | No log | 97.2 | 486 | 0.9760 | 0.2635 | 0.9760 | 0.9879 |
295
+ | No log | 97.6 | 488 | 0.9769 | 0.2635 | 0.9769 | 0.9884 |
296
+ | No log | 98.0 | 490 | 0.9777 | 0.2635 | 0.9777 | 0.9888 |
297
+ | No log | 98.4 | 492 | 0.9783 | 0.2635 | 0.9783 | 0.9891 |
298
+ | No log | 98.8 | 494 | 0.9787 | 0.2635 | 0.9787 | 0.9893 |
299
+ | No log | 99.2 | 496 | 0.9798 | 0.2635 | 0.9798 | 0.9898 |
300
+ | No log | 99.6 | 498 | 0.9808 | 0.2635 | 0.9808 | 0.9903 |
301
+ | 0.1612 | 100.0 | 500 | 0.9813 | 0.2635 | 0.9813 | 0.9906 |
302
 
303
 
304
  ### Framework versions