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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k2_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: 0.4575
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- - Qwk: 0.5510
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- - Mse: 0.4575
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- - Rmse: 0.6764
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  ## Model description
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@@ -47,265 +47,263 @@ 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 | 0.2 | 2 | 2.6186 | -0.0230 | 2.6186 | 1.6182 |
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- | No log | 0.4 | 4 | 1.4315 | 0.0763 | 1.4315 | 1.1964 |
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- | No log | 0.6 | 6 | 0.7538 | 0.1321 | 0.7538 | 0.8682 |
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- | No log | 0.8 | 8 | 0.7517 | 0.1328 | 0.7517 | 0.8670 |
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- | No log | 1.0 | 10 | 0.6860 | 0.2621 | 0.6860 | 0.8283 |
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- | No log | 1.2 | 12 | 0.6510 | 0.4235 | 0.6510 | 0.8068 |
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- | No log | 1.4 | 14 | 0.7018 | 0.4629 | 0.7018 | 0.8377 |
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- | No log | 1.6 | 16 | 0.6685 | 0.4788 | 0.6685 | 0.8176 |
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- | No log | 1.8 | 18 | 0.5880 | 0.4504 | 0.5880 | 0.7668 |
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- | No log | 2.0 | 20 | 0.5781 | 0.4229 | 0.5781 | 0.7603 |
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- | No log | 2.2 | 22 | 0.5424 | 0.4591 | 0.5424 | 0.7365 |
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- | No log | 2.4 | 24 | 0.5957 | 0.4556 | 0.5957 | 0.7718 |
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- | No log | 2.6 | 26 | 0.7313 | 0.5093 | 0.7313 | 0.8552 |
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- | No log | 2.8 | 28 | 0.6490 | 0.5423 | 0.6490 | 0.8056 |
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- | No log | 3.0 | 30 | 0.4591 | 0.6269 | 0.4591 | 0.6776 |
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- | No log | 3.2 | 32 | 0.5140 | 0.4724 | 0.5140 | 0.7169 |
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- | No log | 3.4 | 34 | 0.4563 | 0.6140 | 0.4563 | 0.6755 |
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- | No log | 3.6 | 36 | 0.7653 | 0.4815 | 0.7653 | 0.8748 |
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- | No log | 3.8 | 38 | 0.8689 | 0.3359 | 0.8689 | 0.9321 |
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- | No log | 4.0 | 40 | 0.7196 | 0.5706 | 0.7196 | 0.8483 |
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- | No log | 4.2 | 42 | 0.7144 | 0.2986 | 0.7144 | 0.8452 |
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- | No log | 4.4 | 44 | 1.1323 | 0.2037 | 1.1323 | 1.0641 |
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- | No log | 4.6 | 46 | 0.9095 | 0.3728 | 0.9095 | 0.9537 |
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- | No log | 4.8 | 48 | 0.4619 | 0.5214 | 0.4619 | 0.6796 |
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- | No log | 5.0 | 50 | 0.4460 | 0.5633 | 0.4460 | 0.6678 |
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- | No log | 5.2 | 52 | 0.6082 | 0.5778 | 0.6082 | 0.7799 |
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- | No log | 5.4 | 54 | 0.6113 | 0.5560 | 0.6113 | 0.7819 |
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- | No log | 5.6 | 56 | 0.4764 | 0.4958 | 0.4764 | 0.6902 |
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- | No log | 5.8 | 58 | 0.4724 | 0.5237 | 0.4724 | 0.6873 |
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- | No log | 6.0 | 60 | 0.6527 | 0.5237 | 0.6527 | 0.8079 |
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- | No log | 6.2 | 62 | 0.5431 | 0.6110 | 0.5431 | 0.7369 |
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- | No log | 6.4 | 64 | 0.4447 | 0.6337 | 0.4447 | 0.6669 |
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- | No log | 6.6 | 66 | 0.5622 | 0.5340 | 0.5622 | 0.7498 |
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- | No log | 6.8 | 68 | 0.6671 | 0.5354 | 0.6671 | 0.8168 |
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- | No log | 7.0 | 70 | 0.7020 | 0.5429 | 0.7020 | 0.8378 |
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- | No log | 7.2 | 72 | 0.5257 | 0.5528 | 0.5257 | 0.7251 |
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- | No log | 7.4 | 74 | 0.4369 | 0.5875 | 0.4369 | 0.6610 |
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- | No log | 7.6 | 76 | 0.4841 | 0.6284 | 0.4841 | 0.6958 |
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- | No log | 7.8 | 78 | 0.5183 | 0.5946 | 0.5183 | 0.7200 |
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- | No log | 8.0 | 80 | 0.4934 | 0.4278 | 0.4934 | 0.7024 |
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- | No log | 8.2 | 82 | 0.4986 | 0.4742 | 0.4986 | 0.7061 |
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- | No log | 8.4 | 84 | 0.4732 | 0.5021 | 0.4732 | 0.6879 |
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- | No log | 8.6 | 86 | 0.4486 | 0.6265 | 0.4486 | 0.6698 |
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- | No log | 8.8 | 88 | 0.4571 | 0.5494 | 0.4571 | 0.6761 |
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- | No log | 9.0 | 90 | 0.4769 | 0.6620 | 0.4769 | 0.6906 |
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- | No log | 9.2 | 92 | 0.4654 | 0.7051 | 0.4654 | 0.6822 |
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- | No log | 9.4 | 94 | 0.4414 | 0.6395 | 0.4414 | 0.6644 |
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- | No log | 9.6 | 96 | 0.4662 | 0.6880 | 0.4662 | 0.6828 |
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- | No log | 9.8 | 98 | 0.4398 | 0.6371 | 0.4398 | 0.6632 |
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- | No log | 10.0 | 100 | 0.4376 | 0.6479 | 0.4376 | 0.6615 |
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- | No log | 10.2 | 102 | 0.4458 | 0.6118 | 0.4458 | 0.6677 |
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- | No log | 10.4 | 104 | 0.4583 | 0.5649 | 0.4583 | 0.6770 |
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- | No log | 10.6 | 106 | 0.4698 | 0.6507 | 0.4698 | 0.6854 |
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- | No log | 10.8 | 108 | 0.4869 | 0.6507 | 0.4869 | 0.6978 |
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- | No log | 11.0 | 110 | 0.4907 | 0.6670 | 0.4907 | 0.7005 |
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- | No log | 11.2 | 112 | 0.4772 | 0.6227 | 0.4772 | 0.6908 |
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- | No log | 11.4 | 114 | 0.4563 | 0.6142 | 0.4563 | 0.6755 |
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- | No log | 11.6 | 116 | 0.4739 | 0.5611 | 0.4739 | 0.6884 |
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- | No log | 11.8 | 118 | 0.4800 | 0.5826 | 0.4800 | 0.6928 |
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- | No log | 12.0 | 120 | 0.4826 | 0.5632 | 0.4826 | 0.6947 |
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- | No log | 12.2 | 122 | 0.5566 | 0.5223 | 0.5566 | 0.7460 |
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- | No log | 12.4 | 124 | 0.5511 | 0.4721 | 0.5511 | 0.7423 |
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- | No log | 12.6 | 126 | 0.4698 | 0.6455 | 0.4698 | 0.6854 |
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- | No log | 12.8 | 128 | 0.5039 | 0.6431 | 0.5039 | 0.7098 |
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- | No log | 13.0 | 130 | 0.4903 | 0.6434 | 0.4903 | 0.7002 |
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- | No log | 13.2 | 132 | 0.4889 | 0.5872 | 0.4889 | 0.6992 |
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- | No log | 13.4 | 134 | 0.5129 | 0.6028 | 0.5129 | 0.7162 |
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- | No log | 13.6 | 136 | 0.4757 | 0.6441 | 0.4757 | 0.6897 |
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- | No log | 13.8 | 138 | 0.4713 | 0.5722 | 0.4713 | 0.6865 |
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- | No log | 14.0 | 140 | 0.4724 | 0.5463 | 0.4724 | 0.6873 |
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- | No log | 14.2 | 142 | 0.4579 | 0.6265 | 0.4579 | 0.6767 |
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- | No log | 14.4 | 144 | 0.5221 | 0.5576 | 0.5221 | 0.7226 |
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- | No log | 14.6 | 146 | 0.5535 | 0.5373 | 0.5535 | 0.7440 |
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- | No log | 14.8 | 148 | 0.4682 | 0.5703 | 0.4682 | 0.6843 |
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- | No log | 15.0 | 150 | 0.4794 | 0.4960 | 0.4794 | 0.6924 |
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- | No log | 15.2 | 152 | 0.4637 | 0.5234 | 0.4637 | 0.6810 |
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- | No log | 15.4 | 154 | 0.4632 | 0.6228 | 0.4632 | 0.6806 |
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- | No log | 15.6 | 156 | 0.4833 | 0.6038 | 0.4833 | 0.6952 |
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- | No log | 15.8 | 158 | 0.4953 | 0.6025 | 0.4953 | 0.7038 |
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- | No log | 16.0 | 160 | 0.4583 | 0.6346 | 0.4583 | 0.6770 |
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- | No log | 16.2 | 162 | 0.4553 | 0.5993 | 0.4553 | 0.6747 |
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- | No log | 16.4 | 164 | 0.4522 | 0.6552 | 0.4522 | 0.6724 |
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- | No log | 16.6 | 166 | 0.4551 | 0.6541 | 0.4551 | 0.6746 |
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- | No log | 16.8 | 168 | 0.4502 | 0.6723 | 0.4502 | 0.6710 |
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- | No log | 17.0 | 170 | 0.4451 | 0.6455 | 0.4451 | 0.6672 |
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- | No log | 17.2 | 172 | 0.4420 | 0.6455 | 0.4420 | 0.6649 |
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- | No log | 17.4 | 174 | 0.4606 | 0.6341 | 0.4606 | 0.6787 |
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- | No log | 17.6 | 176 | 0.4672 | 0.6341 | 0.4672 | 0.6835 |
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- | No log | 17.8 | 178 | 0.4460 | 0.6275 | 0.4460 | 0.6678 |
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- | No log | 18.0 | 180 | 0.4502 | 0.5406 | 0.4502 | 0.6709 |
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- | No log | 18.2 | 182 | 0.4827 | 0.6154 | 0.4827 | 0.6947 |
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- | No log | 18.4 | 184 | 0.4554 | 0.5663 | 0.4554 | 0.6748 |
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- | No log | 18.6 | 186 | 0.4387 | 0.5902 | 0.4387 | 0.6624 |
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- | No log | 18.8 | 188 | 0.4533 | 0.6214 | 0.4533 | 0.6733 |
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- | No log | 19.0 | 190 | 0.4828 | 0.5219 | 0.4828 | 0.6948 |
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- | No log | 19.2 | 192 | 0.4729 | 0.5681 | 0.4729 | 0.6877 |
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- | No log | 19.4 | 194 | 0.4460 | 0.5309 | 0.4460 | 0.6678 |
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- | No log | 19.6 | 196 | 0.4419 | 0.5649 | 0.4419 | 0.6648 |
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- | No log | 19.8 | 198 | 0.5122 | 0.5407 | 0.5122 | 0.7157 |
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- | No log | 20.0 | 200 | 0.4668 | 0.5619 | 0.4668 | 0.6833 |
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- | No log | 20.2 | 202 | 0.4107 | 0.6073 | 0.4107 | 0.6408 |
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- | No log | 20.4 | 204 | 0.4162 | 0.6620 | 0.4162 | 0.6451 |
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- | No log | 20.6 | 206 | 0.4765 | 0.5880 | 0.4765 | 0.6903 |
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- | No log | 20.8 | 208 | 0.4545 | 0.6201 | 0.4545 | 0.6742 |
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- | No log | 21.0 | 210 | 0.4204 | 0.7012 | 0.4204 | 0.6484 |
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- | No log | 21.2 | 212 | 0.4151 | 0.6455 | 0.4151 | 0.6443 |
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- | No log | 21.4 | 214 | 0.4156 | 0.6455 | 0.4156 | 0.6447 |
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- | No log | 21.6 | 216 | 0.4135 | 0.6267 | 0.4135 | 0.6430 |
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- | No log | 21.8 | 218 | 0.4087 | 0.6277 | 0.4087 | 0.6393 |
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- | No log | 22.0 | 220 | 0.4056 | 0.6730 | 0.4056 | 0.6369 |
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- | No log | 22.2 | 222 | 0.4229 | 0.6993 | 0.4229 | 0.6503 |
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- | No log | 22.4 | 224 | 0.4446 | 0.6608 | 0.4446 | 0.6668 |
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- | No log | 22.6 | 226 | 0.4114 | 0.7033 | 0.4114 | 0.6414 |
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- | No log | 22.8 | 228 | 0.4364 | 0.4958 | 0.4364 | 0.6606 |
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- | No log | 23.0 | 230 | 0.4592 | 0.5301 | 0.4592 | 0.6776 |
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- | No log | 23.2 | 232 | 0.4391 | 0.5208 | 0.4391 | 0.6626 |
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- | No log | 23.4 | 234 | 0.4215 | 0.6277 | 0.4215 | 0.6492 |
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- | No log | 23.6 | 236 | 0.4311 | 0.6818 | 0.4311 | 0.6566 |
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- | No log | 23.8 | 238 | 0.4387 | 0.6993 | 0.4387 | 0.6624 |
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- | No log | 24.0 | 240 | 0.4293 | 0.6277 | 0.4293 | 0.6552 |
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- | No log | 24.2 | 242 | 0.4328 | 0.5421 | 0.4328 | 0.6578 |
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- | No log | 24.4 | 244 | 0.4294 | 0.5373 | 0.4294 | 0.6553 |
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- | No log | 24.6 | 246 | 0.4322 | 0.6351 | 0.4322 | 0.6574 |
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- | No log | 24.8 | 248 | 0.4323 | 0.6351 | 0.4323 | 0.6575 |
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- | No log | 25.0 | 250 | 0.4306 | 0.6156 | 0.4306 | 0.6562 |
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- | No log | 25.2 | 252 | 0.4292 | 0.5956 | 0.4292 | 0.6551 |
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- | No log | 25.4 | 254 | 0.4285 | 0.6242 | 0.4285 | 0.6546 |
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- | No log | 25.6 | 256 | 0.4464 | 0.5868 | 0.4464 | 0.6681 |
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- | No log | 25.8 | 258 | 0.4532 | 0.5868 | 0.4532 | 0.6732 |
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- | No log | 26.0 | 260 | 0.4458 | 0.5648 | 0.4458 | 0.6676 |
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- | No log | 26.2 | 262 | 0.4422 | 0.6096 | 0.4422 | 0.6650 |
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- | No log | 26.4 | 264 | 0.4363 | 0.6639 | 0.4363 | 0.6605 |
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- | No log | 26.6 | 266 | 0.4393 | 0.5669 | 0.4393 | 0.6628 |
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- | No log | 26.8 | 268 | 0.4494 | 0.5452 | 0.4494 | 0.6704 |
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- | No log | 27.0 | 270 | 0.4311 | 0.5414 | 0.4311 | 0.6566 |
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- | No log | 27.2 | 272 | 0.4456 | 0.5819 | 0.4456 | 0.6675 |
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- | No log | 27.4 | 274 | 0.4821 | 0.5219 | 0.4821 | 0.6943 |
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- | No log | 27.6 | 276 | 0.5087 | 0.5345 | 0.5087 | 0.7132 |
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- | No log | 27.8 | 278 | 0.4810 | 0.6368 | 0.4810 | 0.6936 |
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- | No log | 28.0 | 280 | 0.4279 | 0.6807 | 0.4279 | 0.6542 |
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- | No log | 28.2 | 282 | 0.4081 | 0.6073 | 0.4081 | 0.6389 |
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- | No log | 28.4 | 284 | 0.4158 | 0.5463 | 0.4158 | 0.6449 |
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- | No log | 28.6 | 286 | 0.4182 | 0.5414 | 0.4182 | 0.6467 |
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- | No log | 28.8 | 288 | 0.4144 | 0.5414 | 0.4144 | 0.6438 |
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- | No log | 29.0 | 290 | 0.4195 | 0.5406 | 0.4195 | 0.6477 |
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- | No log | 29.2 | 292 | 0.4175 | 0.6551 | 0.4175 | 0.6462 |
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- | No log | 29.4 | 294 | 0.4267 | 0.7118 | 0.4267 | 0.6532 |
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- | No log | 29.6 | 296 | 0.4383 | 0.7097 | 0.4383 | 0.6620 |
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- | No log | 29.8 | 298 | 0.4254 | 0.7118 | 0.4254 | 0.6523 |
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- | No log | 30.0 | 300 | 0.4147 | 0.6554 | 0.4147 | 0.6440 |
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- | No log | 30.2 | 302 | 0.4136 | 0.6739 | 0.4136 | 0.6431 |
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- | No log | 30.4 | 304 | 0.4141 | 0.6739 | 0.4141 | 0.6435 |
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- | No log | 30.6 | 306 | 0.4145 | 0.6739 | 0.4145 | 0.6438 |
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- | No log | 30.8 | 308 | 0.4167 | 0.6739 | 0.4167 | 0.6455 |
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- | No log | 31.0 | 310 | 0.4214 | 0.6364 | 0.4214 | 0.6491 |
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- | No log | 31.2 | 312 | 0.4299 | 0.5373 | 0.4299 | 0.6557 |
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- | No log | 31.4 | 314 | 0.4356 | 0.5321 | 0.4356 | 0.6600 |
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- | No log | 31.6 | 316 | 0.4371 | 0.5373 | 0.4371 | 0.6611 |
210
- | No log | 31.8 | 318 | 0.4474 | 0.6890 | 0.4474 | 0.6689 |
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- | No log | 32.0 | 320 | 0.4571 | 0.6495 | 0.4571 | 0.6761 |
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- | No log | 32.2 | 322 | 0.4470 | 0.7044 | 0.4470 | 0.6686 |
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- | No log | 32.4 | 324 | 0.4302 | 0.6975 | 0.4302 | 0.6559 |
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- | No log | 32.6 | 326 | 0.4218 | 0.6994 | 0.4218 | 0.6495 |
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- | No log | 32.8 | 328 | 0.4483 | 0.6066 | 0.4483 | 0.6696 |
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- | No log | 33.0 | 330 | 0.4573 | 0.5947 | 0.4573 | 0.6763 |
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- | No log | 33.2 | 332 | 0.4634 | 0.5921 | 0.4634 | 0.6808 |
218
- | No log | 33.4 | 334 | 0.4257 | 0.5390 | 0.4257 | 0.6525 |
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- | No log | 33.6 | 336 | 0.4140 | 0.6727 | 0.4140 | 0.6434 |
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- | No log | 33.8 | 338 | 0.4262 | 0.6807 | 0.4262 | 0.6528 |
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- | No log | 34.0 | 340 | 0.4310 | 0.6807 | 0.4310 | 0.6565 |
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- | No log | 34.2 | 342 | 0.4345 | 0.6616 | 0.4345 | 0.6592 |
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- | No log | 34.4 | 344 | 0.4376 | 0.5397 | 0.4376 | 0.6615 |
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- | No log | 34.6 | 346 | 0.4486 | 0.5030 | 0.4486 | 0.6697 |
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- | No log | 34.8 | 348 | 0.4523 | 0.5098 | 0.4523 | 0.6725 |
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- | No log | 35.0 | 350 | 0.4578 | 0.5463 | 0.4578 | 0.6766 |
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- | No log | 35.2 | 352 | 0.4513 | 0.5125 | 0.4513 | 0.6718 |
228
- | No log | 35.4 | 354 | 0.4483 | 0.5816 | 0.4483 | 0.6695 |
229
- | No log | 35.6 | 356 | 0.4533 | 0.6147 | 0.4533 | 0.6733 |
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- | No log | 35.8 | 358 | 0.4411 | 0.6623 | 0.4411 | 0.6641 |
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- | No log | 36.0 | 360 | 0.4294 | 0.5812 | 0.4294 | 0.6553 |
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- | No log | 36.2 | 362 | 0.4275 | 0.5580 | 0.4275 | 0.6538 |
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- | No log | 36.4 | 364 | 0.4401 | 0.5248 | 0.4401 | 0.6634 |
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- | No log | 36.6 | 366 | 0.4440 | 0.5422 | 0.4440 | 0.6663 |
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- | No log | 36.8 | 368 | 0.4240 | 0.5479 | 0.4240 | 0.6511 |
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- | No log | 37.0 | 370 | 0.4134 | 0.6458 | 0.4134 | 0.6430 |
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- | No log | 37.2 | 372 | 0.4101 | 0.6904 | 0.4101 | 0.6404 |
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- | No log | 37.4 | 374 | 0.4107 | 0.6830 | 0.4107 | 0.6409 |
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- | No log | 37.6 | 376 | 0.4112 | 0.6830 | 0.4112 | 0.6413 |
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- | No log | 37.8 | 378 | 0.4106 | 0.6830 | 0.4106 | 0.6407 |
241
- | No log | 38.0 | 380 | 0.4391 | 0.5266 | 0.4391 | 0.6626 |
242
- | No log | 38.2 | 382 | 0.4874 | 0.5015 | 0.4874 | 0.6981 |
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- | No log | 38.4 | 384 | 0.4944 | 0.5015 | 0.4944 | 0.7031 |
244
- | No log | 38.6 | 386 | 0.4604 | 0.5226 | 0.4604 | 0.6785 |
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- | No log | 38.8 | 388 | 0.4251 | 0.5538 | 0.4251 | 0.6520 |
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- | No log | 39.0 | 390 | 0.4386 | 0.6687 | 0.4386 | 0.6623 |
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- | No log | 39.2 | 392 | 0.4938 | 0.6577 | 0.4938 | 0.7027 |
248
- | No log | 39.4 | 394 | 0.5252 | 0.6214 | 0.5252 | 0.7247 |
249
- | No log | 39.6 | 396 | 0.4919 | 0.6577 | 0.4919 | 0.7013 |
250
- | No log | 39.8 | 398 | 0.4387 | 0.6786 | 0.4387 | 0.6623 |
251
- | No log | 40.0 | 400 | 0.4071 | 0.6060 | 0.4071 | 0.6380 |
252
- | No log | 40.2 | 402 | 0.4145 | 0.5596 | 0.4145 | 0.6438 |
253
- | No log | 40.4 | 404 | 0.4169 | 0.5596 | 0.4169 | 0.6457 |
254
- | No log | 40.6 | 406 | 0.4143 | 0.5596 | 0.4143 | 0.6436 |
255
- | No log | 40.8 | 408 | 0.4130 | 0.6279 | 0.4130 | 0.6426 |
256
- | No log | 41.0 | 410 | 0.4144 | 0.6156 | 0.4144 | 0.6437 |
257
- | No log | 41.2 | 412 | 0.4263 | 0.6326 | 0.4263 | 0.6530 |
258
- | No log | 41.4 | 414 | 0.4371 | 0.6187 | 0.4371 | 0.6612 |
259
- | No log | 41.6 | 416 | 0.4409 | 0.5980 | 0.4409 | 0.6640 |
260
- | No log | 41.8 | 418 | 0.4362 | 0.5980 | 0.4362 | 0.6604 |
261
- | No log | 42.0 | 420 | 0.4319 | 0.4972 | 0.4319 | 0.6572 |
262
- | No log | 42.2 | 422 | 0.4435 | 0.5463 | 0.4435 | 0.6660 |
263
- | No log | 42.4 | 424 | 0.4632 | 0.5406 | 0.4632 | 0.6806 |
264
- | No log | 42.6 | 426 | 0.4529 | 0.5611 | 0.4529 | 0.6730 |
265
- | No log | 42.8 | 428 | 0.4300 | 0.5373 | 0.4300 | 0.6557 |
266
- | No log | 43.0 | 430 | 0.4196 | 0.5373 | 0.4196 | 0.6478 |
267
- | No log | 43.2 | 432 | 0.4155 | 0.6156 | 0.4155 | 0.6446 |
268
- | No log | 43.4 | 434 | 0.4201 | 0.5446 | 0.4201 | 0.6481 |
269
- | No log | 43.6 | 436 | 0.4258 | 0.5397 | 0.4258 | 0.6525 |
270
- | No log | 43.8 | 438 | 0.4303 | 0.5152 | 0.4303 | 0.6560 |
271
- | No log | 44.0 | 440 | 0.4322 | 0.5213 | 0.4322 | 0.6574 |
272
- | No log | 44.2 | 442 | 0.4375 | 0.5941 | 0.4375 | 0.6614 |
273
- | No log | 44.4 | 444 | 0.4418 | 0.6284 | 0.4418 | 0.6647 |
274
- | No log | 44.6 | 446 | 0.4418 | 0.6295 | 0.4418 | 0.6647 |
275
- | No log | 44.8 | 448 | 0.4503 | 0.5519 | 0.4503 | 0.6710 |
276
- | No log | 45.0 | 450 | 0.4619 | 0.5628 | 0.4619 | 0.6796 |
277
- | No log | 45.2 | 452 | 0.4764 | 0.5317 | 0.4764 | 0.6902 |
278
- | No log | 45.4 | 454 | 0.4592 | 0.5117 | 0.4592 | 0.6776 |
279
- | No log | 45.6 | 456 | 0.4410 | 0.5028 | 0.4410 | 0.6641 |
280
- | No log | 45.8 | 458 | 0.4333 | 0.5812 | 0.4333 | 0.6583 |
281
- | No log | 46.0 | 460 | 0.4383 | 0.6975 | 0.4383 | 0.6620 |
282
- | No log | 46.2 | 462 | 0.4468 | 0.6414 | 0.4468 | 0.6684 |
283
- | No log | 46.4 | 464 | 0.4411 | 0.6426 | 0.4411 | 0.6641 |
284
- | No log | 46.6 | 466 | 0.4369 | 0.5815 | 0.4369 | 0.6610 |
285
- | No log | 46.8 | 468 | 0.4396 | 0.5030 | 0.4396 | 0.6630 |
286
- | No log | 47.0 | 470 | 0.4356 | 0.5030 | 0.4356 | 0.6600 |
287
- | No log | 47.2 | 472 | 0.4311 | 0.5538 | 0.4311 | 0.6566 |
288
- | No log | 47.4 | 474 | 0.4304 | 0.5446 | 0.4304 | 0.6561 |
289
- | No log | 47.6 | 476 | 0.4355 | 0.6643 | 0.4355 | 0.6599 |
290
- | No log | 47.8 | 478 | 0.4409 | 0.6904 | 0.4409 | 0.6640 |
291
- | No log | 48.0 | 480 | 0.4497 | 0.5970 | 0.4497 | 0.6706 |
292
- | No log | 48.2 | 482 | 0.4547 | 0.6040 | 0.4547 | 0.6743 |
293
- | No log | 48.4 | 484 | 0.4560 | 0.5866 | 0.4560 | 0.6753 |
294
- | No log | 48.6 | 486 | 0.4523 | 0.5492 | 0.4523 | 0.6725 |
295
- | No log | 48.8 | 488 | 0.4512 | 0.5538 | 0.4512 | 0.6717 |
296
- | No log | 49.0 | 490 | 0.4530 | 0.5246 | 0.4530 | 0.6730 |
297
- | No log | 49.2 | 492 | 0.4519 | 0.4990 | 0.4519 | 0.6722 |
298
- | No log | 49.4 | 494 | 0.4484 | 0.4990 | 0.4484 | 0.6696 |
299
- | No log | 49.6 | 496 | 0.4440 | 0.5304 | 0.4440 | 0.6663 |
300
- | No log | 49.8 | 498 | 0.4441 | 0.5446 | 0.4441 | 0.6664 |
301
- | 0.2245 | 50.0 | 500 | 0.4484 | 0.6198 | 0.4484 | 0.6696 |
302
- | 0.2245 | 50.2 | 502 | 0.4546 | 0.6706 | 0.4546 | 0.6743 |
303
- | 0.2245 | 50.4 | 504 | 0.4506 | 0.6630 | 0.4506 | 0.6713 |
304
- | 0.2245 | 50.6 | 506 | 0.4459 | 0.6198 | 0.4459 | 0.6678 |
305
- | 0.2245 | 50.8 | 508 | 0.4423 | 0.5619 | 0.4423 | 0.6650 |
306
- | 0.2245 | 51.0 | 510 | 0.4509 | 0.5463 | 0.4509 | 0.6715 |
307
- | 0.2245 | 51.2 | 512 | 0.4572 | 0.5555 | 0.4572 | 0.6761 |
308
- | 0.2245 | 51.4 | 514 | 0.4575 | 0.5510 | 0.4575 | 0.6764 |
309
 
310
 
311
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8351
19
+ - Qwk: 0.3105
20
+ - Mse: 0.8351
21
+ - Rmse: 0.9138
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1333 | 2 | 2.5493 | 0.0231 | 2.5493 | 1.5967 |
53
+ | No log | 0.2667 | 4 | 1.3249 | 0.1710 | 1.3249 | 1.1511 |
54
+ | No log | 0.4 | 6 | 0.7284 | 0.0937 | 0.7284 | 0.8534 |
55
+ | No log | 0.5333 | 8 | 1.0153 | -0.0630 | 1.0153 | 1.0076 |
56
+ | No log | 0.6667 | 10 | 1.1062 | -0.0186 | 1.1062 | 1.0518 |
57
+ | No log | 0.8 | 12 | 1.2104 | 0.0450 | 1.2104 | 1.1002 |
58
+ | No log | 0.9333 | 14 | 1.1081 | 0.1148 | 1.1081 | 1.0527 |
59
+ | No log | 1.0667 | 16 | 0.9574 | 0.3409 | 0.9574 | 0.9785 |
60
+ | No log | 1.2 | 18 | 0.8839 | 0.3498 | 0.8839 | 0.9402 |
61
+ | No log | 1.3333 | 20 | 0.8642 | 0.3224 | 0.8642 | 0.9296 |
62
+ | No log | 1.4667 | 22 | 0.8398 | 0.2261 | 0.8398 | 0.9164 |
63
+ | No log | 1.6 | 24 | 0.8220 | 0.1648 | 0.8220 | 0.9067 |
64
+ | No log | 1.7333 | 26 | 0.7717 | 0.3789 | 0.7717 | 0.8785 |
65
+ | No log | 1.8667 | 28 | 0.7504 | 0.3494 | 0.7504 | 0.8663 |
66
+ | No log | 2.0 | 30 | 0.7380 | 0.3564 | 0.7380 | 0.8591 |
67
+ | No log | 2.1333 | 32 | 0.7728 | 0.3494 | 0.7728 | 0.8791 |
68
+ | No log | 2.2667 | 34 | 0.7441 | 0.3789 | 0.7441 | 0.8626 |
69
+ | No log | 2.4 | 36 | 0.7001 | 0.3387 | 0.7001 | 0.8367 |
70
+ | No log | 2.5333 | 38 | 0.7386 | 0.3789 | 0.7386 | 0.8594 |
71
+ | No log | 2.6667 | 40 | 0.8248 | 0.3731 | 0.8248 | 0.9082 |
72
+ | No log | 2.8 | 42 | 0.8716 | 0.4214 | 0.8716 | 0.9336 |
73
+ | No log | 2.9333 | 44 | 0.8749 | 0.3890 | 0.8749 | 0.9354 |
74
+ | No log | 3.0667 | 46 | 0.8326 | 0.3913 | 0.8326 | 0.9125 |
75
+ | No log | 3.2 | 48 | 0.7619 | 0.2244 | 0.7619 | 0.8729 |
76
+ | No log | 3.3333 | 50 | 0.6595 | 0.3032 | 0.6595 | 0.8121 |
77
+ | No log | 3.4667 | 52 | 0.6288 | 0.3940 | 0.6288 | 0.7929 |
78
+ | No log | 3.6 | 54 | 0.5833 | 0.3918 | 0.5833 | 0.7637 |
79
+ | No log | 3.7333 | 56 | 0.5740 | 0.3755 | 0.5740 | 0.7577 |
80
+ | No log | 3.8667 | 58 | 0.5904 | 0.4614 | 0.5904 | 0.7684 |
81
+ | No log | 4.0 | 60 | 0.6626 | 0.4513 | 0.6626 | 0.8140 |
82
+ | No log | 4.1333 | 62 | 0.9079 | 0.3909 | 0.9079 | 0.9528 |
83
+ | No log | 4.2667 | 64 | 1.3102 | 0.2627 | 1.3102 | 1.1447 |
84
+ | No log | 4.4 | 66 | 1.3503 | 0.2752 | 1.3503 | 1.1620 |
85
+ | No log | 4.5333 | 68 | 1.0563 | 0.3730 | 1.0563 | 1.0278 |
86
+ | No log | 4.6667 | 70 | 0.7269 | 0.4190 | 0.7269 | 0.8526 |
87
+ | No log | 4.8 | 72 | 0.6697 | 0.3782 | 0.6697 | 0.8184 |
88
+ | No log | 4.9333 | 74 | 0.6788 | 0.4167 | 0.6788 | 0.8239 |
89
+ | No log | 5.0667 | 76 | 0.7779 | 0.2964 | 0.7779 | 0.8820 |
90
+ | No log | 5.2 | 78 | 0.9147 | 0.3370 | 0.9147 | 0.9564 |
91
+ | No log | 5.3333 | 80 | 1.1108 | 0.3412 | 1.1108 | 1.0539 |
92
+ | No log | 5.4667 | 82 | 1.1159 | 0.2968 | 1.1159 | 1.0563 |
93
+ | No log | 5.6 | 84 | 1.0737 | 0.3013 | 1.0737 | 1.0362 |
94
+ | No log | 5.7333 | 86 | 0.8418 | 0.4142 | 0.8418 | 0.9175 |
95
+ | No log | 5.8667 | 88 | 0.6210 | 0.4644 | 0.6210 | 0.7880 |
96
+ | No log | 6.0 | 90 | 0.5582 | 0.5228 | 0.5582 | 0.7472 |
97
+ | No log | 6.1333 | 92 | 0.5604 | 0.4837 | 0.5604 | 0.7486 |
98
+ | No log | 6.2667 | 94 | 0.5788 | 0.4322 | 0.5788 | 0.7608 |
99
+ | No log | 6.4 | 96 | 0.6349 | 0.4413 | 0.6349 | 0.7968 |
100
+ | No log | 6.5333 | 98 | 0.8074 | 0.3824 | 0.8074 | 0.8986 |
101
+ | No log | 6.6667 | 100 | 0.9658 | 0.3650 | 0.9658 | 0.9827 |
102
+ | No log | 6.8 | 102 | 1.0008 | 0.3849 | 1.0008 | 1.0004 |
103
+ | No log | 6.9333 | 104 | 0.8691 | 0.4032 | 0.8691 | 0.9322 |
104
+ | No log | 7.0667 | 106 | 0.7215 | 0.3770 | 0.7215 | 0.8494 |
105
+ | No log | 7.2 | 108 | 0.6547 | 0.3399 | 0.6547 | 0.8092 |
106
+ | No log | 7.3333 | 110 | 0.6465 | 0.4247 | 0.6465 | 0.8040 |
107
+ | No log | 7.4667 | 112 | 0.7029 | 0.4203 | 0.7029 | 0.8384 |
108
+ | No log | 7.6 | 114 | 0.7912 | 0.3719 | 0.7912 | 0.8895 |
109
+ | No log | 7.7333 | 116 | 0.8496 | 0.3868 | 0.8496 | 0.9218 |
110
+ | No log | 7.8667 | 118 | 0.8036 | 0.4021 | 0.8036 | 0.8964 |
111
+ | No log | 8.0 | 120 | 0.7125 | 0.5173 | 0.7125 | 0.8441 |
112
+ | No log | 8.1333 | 122 | 0.6024 | 0.5292 | 0.6024 | 0.7761 |
113
+ | No log | 8.2667 | 124 | 0.5942 | 0.5158 | 0.5942 | 0.7708 |
114
+ | No log | 8.4 | 126 | 0.6329 | 0.5201 | 0.6329 | 0.7955 |
115
+ | No log | 8.5333 | 128 | 0.8065 | 0.3868 | 0.8065 | 0.8981 |
116
+ | No log | 8.6667 | 130 | 1.0598 | 0.3999 | 1.0598 | 1.0295 |
117
+ | No log | 8.8 | 132 | 0.9645 | 0.3317 | 0.9645 | 0.9821 |
118
+ | No log | 8.9333 | 134 | 0.8018 | 0.3782 | 0.8018 | 0.8955 |
119
+ | No log | 9.0667 | 136 | 0.7435 | 0.3913 | 0.7435 | 0.8622 |
120
+ | No log | 9.2 | 138 | 0.8662 | 0.3707 | 0.8662 | 0.9307 |
121
+ | No log | 9.3333 | 140 | 0.9891 | 0.3193 | 0.9891 | 0.9945 |
122
+ | No log | 9.4667 | 142 | 0.9330 | 0.3716 | 0.9330 | 0.9659 |
123
+ | No log | 9.6 | 144 | 0.7595 | 0.4910 | 0.7595 | 0.8715 |
124
+ | No log | 9.7333 | 146 | 0.5726 | 0.5468 | 0.5726 | 0.7567 |
125
+ | No log | 9.8667 | 148 | 0.5413 | 0.4743 | 0.5413 | 0.7357 |
126
+ | No log | 10.0 | 150 | 0.5982 | 0.5678 | 0.5982 | 0.7734 |
127
+ | No log | 10.1333 | 152 | 0.8166 | 0.4900 | 0.8166 | 0.9037 |
128
+ | No log | 10.2667 | 154 | 0.9982 | 0.3915 | 0.9982 | 0.9991 |
129
+ | No log | 10.4 | 156 | 0.9698 | 0.3617 | 0.9698 | 0.9848 |
130
+ | No log | 10.5333 | 158 | 0.7829 | 0.3905 | 0.7829 | 0.8848 |
131
+ | No log | 10.6667 | 160 | 0.6588 | 0.3799 | 0.6588 | 0.8117 |
132
+ | No log | 10.8 | 162 | 0.6963 | 0.3433 | 0.6963 | 0.8344 |
133
+ | No log | 10.9333 | 164 | 0.8707 | 0.3556 | 0.8707 | 0.9331 |
134
+ | No log | 11.0667 | 166 | 1.0240 | 0.3690 | 1.0240 | 1.0119 |
135
+ | No log | 11.2 | 168 | 0.8801 | 0.3523 | 0.8801 | 0.9381 |
136
+ | No log | 11.3333 | 170 | 0.7586 | 0.3767 | 0.7586 | 0.8710 |
137
+ | No log | 11.4667 | 172 | 0.6800 | 0.3913 | 0.6800 | 0.8246 |
138
+ | No log | 11.6 | 174 | 0.6034 | 0.4123 | 0.6034 | 0.7768 |
139
+ | No log | 11.7333 | 176 | 0.6285 | 0.4295 | 0.6285 | 0.7928 |
140
+ | No log | 11.8667 | 178 | 0.6631 | 0.4018 | 0.6631 | 0.8143 |
141
+ | No log | 12.0 | 180 | 0.6351 | 0.4197 | 0.6351 | 0.7969 |
142
+ | No log | 12.1333 | 182 | 0.5719 | 0.4925 | 0.5719 | 0.7562 |
143
+ | No log | 12.2667 | 184 | 0.5400 | 0.5271 | 0.5400 | 0.7348 |
144
+ | No log | 12.4 | 186 | 0.5628 | 0.4749 | 0.5628 | 0.7502 |
145
+ | No log | 12.5333 | 188 | 0.5851 | 0.4409 | 0.5851 | 0.7649 |
146
+ | No log | 12.6667 | 190 | 0.6748 | 0.4275 | 0.6748 | 0.8215 |
147
+ | No log | 12.8 | 192 | 0.8672 | 0.4270 | 0.8672 | 0.9312 |
148
+ | No log | 12.9333 | 194 | 1.0545 | 0.3473 | 1.0545 | 1.0269 |
149
+ | No log | 13.0667 | 196 | 1.0958 | 0.3367 | 1.0958 | 1.0468 |
150
+ | No log | 13.2 | 198 | 0.9996 | 0.3390 | 0.9996 | 0.9998 |
151
+ | No log | 13.3333 | 200 | 0.8276 | 0.3477 | 0.8276 | 0.9097 |
152
+ | No log | 13.4667 | 202 | 0.7088 | 0.3819 | 0.7088 | 0.8419 |
153
+ | No log | 13.6 | 204 | 0.6725 | 0.3950 | 0.6725 | 0.8201 |
154
+ | No log | 13.7333 | 206 | 0.6679 | 0.4167 | 0.6679 | 0.8172 |
155
+ | No log | 13.8667 | 208 | 0.7575 | 0.3731 | 0.7575 | 0.8703 |
156
+ | No log | 14.0 | 210 | 0.9587 | 0.3850 | 0.9587 | 0.9791 |
157
+ | No log | 14.1333 | 212 | 1.0213 | 0.3798 | 1.0213 | 1.0106 |
158
+ | No log | 14.2667 | 214 | 0.9915 | 0.3850 | 0.9915 | 0.9957 |
159
+ | No log | 14.4 | 216 | 0.8272 | 0.4081 | 0.8272 | 0.9095 |
160
+ | No log | 14.5333 | 218 | 0.7287 | 0.4333 | 0.7287 | 0.8536 |
161
+ | No log | 14.6667 | 220 | 0.7101 | 0.4400 | 0.7101 | 0.8427 |
162
+ | No log | 14.8 | 222 | 0.7448 | 0.4684 | 0.7448 | 0.8630 |
163
+ | No log | 14.9333 | 224 | 0.7801 | 0.3906 | 0.7801 | 0.8832 |
164
+ | No log | 15.0667 | 226 | 0.8719 | 0.3956 | 0.8719 | 0.9337 |
165
+ | No log | 15.2 | 228 | 0.9016 | 0.3776 | 0.9016 | 0.9495 |
166
+ | No log | 15.3333 | 230 | 0.9649 | 0.3812 | 0.9649 | 0.9823 |
167
+ | No log | 15.4667 | 232 | 0.8951 | 0.4166 | 0.8951 | 0.9461 |
168
+ | No log | 15.6 | 234 | 0.8792 | 0.4081 | 0.8792 | 0.9377 |
169
+ | No log | 15.7333 | 236 | 0.9782 | 0.3655 | 0.9782 | 0.9890 |
170
+ | No log | 15.8667 | 238 | 0.9815 | 0.3622 | 0.9815 | 0.9907 |
171
+ | No log | 16.0 | 240 | 0.8973 | 0.3830 | 0.8973 | 0.9472 |
172
+ | No log | 16.1333 | 242 | 0.7998 | 0.4381 | 0.7998 | 0.8943 |
173
+ | No log | 16.2667 | 244 | 0.7469 | 0.4745 | 0.7469 | 0.8642 |
174
+ | No log | 16.4 | 246 | 0.7527 | 0.4424 | 0.7527 | 0.8676 |
175
+ | No log | 16.5333 | 248 | 0.8494 | 0.3499 | 0.8494 | 0.9216 |
176
+ | No log | 16.6667 | 250 | 0.9253 | 0.3269 | 0.9253 | 0.9619 |
177
+ | No log | 16.8 | 252 | 0.9764 | 0.3324 | 0.9764 | 0.9881 |
178
+ | No log | 16.9333 | 254 | 0.8790 | 0.3538 | 0.8790 | 0.9375 |
179
+ | No log | 17.0667 | 256 | 0.8225 | 0.3601 | 0.8225 | 0.9069 |
180
+ | No log | 17.2 | 258 | 0.8044 | 0.3665 | 0.8044 | 0.8969 |
181
+ | No log | 17.3333 | 260 | 0.8509 | 0.3251 | 0.8509 | 0.9225 |
182
+ | No log | 17.4667 | 262 | 0.8667 | 0.3193 | 0.8667 | 0.9310 |
183
+ | No log | 17.6 | 264 | 0.8372 | 0.3194 | 0.8372 | 0.9150 |
184
+ | No log | 17.7333 | 266 | 0.8507 | 0.3169 | 0.8507 | 0.9224 |
185
+ | No log | 17.8667 | 268 | 0.8443 | 0.3799 | 0.8443 | 0.9189 |
186
+ | No log | 18.0 | 270 | 0.8630 | 0.3193 | 0.8630 | 0.9290 |
187
+ | No log | 18.1333 | 272 | 0.8865 | 0.3381 | 0.8865 | 0.9415 |
188
+ | No log | 18.2667 | 274 | 0.8479 | 0.4333 | 0.8479 | 0.9208 |
189
+ | No log | 18.4 | 276 | 0.8899 | 0.4488 | 0.8899 | 0.9434 |
190
+ | No log | 18.5333 | 278 | 0.9341 | 0.4437 | 0.9341 | 0.9665 |
191
+ | No log | 18.6667 | 280 | 0.9112 | 0.4789 | 0.9112 | 0.9546 |
192
+ | No log | 18.8 | 282 | 0.9585 | 0.4015 | 0.9585 | 0.9790 |
193
+ | No log | 18.9333 | 284 | 0.9283 | 0.4015 | 0.9283 | 0.9635 |
194
+ | No log | 19.0667 | 286 | 0.8362 | 0.4189 | 0.8362 | 0.9144 |
195
+ | No log | 19.2 | 288 | 0.7110 | 0.4587 | 0.7110 | 0.8432 |
196
+ | No log | 19.3333 | 290 | 0.6823 | 0.4827 | 0.6823 | 0.8260 |
197
+ | No log | 19.4667 | 292 | 0.7431 | 0.4512 | 0.7431 | 0.8620 |
198
+ | No log | 19.6 | 294 | 0.8076 | 0.3559 | 0.8076 | 0.8987 |
199
+ | No log | 19.7333 | 296 | 0.7516 | 0.4502 | 0.7516 | 0.8669 |
200
+ | No log | 19.8667 | 298 | 0.7681 | 0.4587 | 0.7681 | 0.8764 |
201
+ | No log | 20.0 | 300 | 0.8079 | 0.3719 | 0.8079 | 0.8988 |
202
+ | No log | 20.1333 | 302 | 0.8371 | 0.3868 | 0.8371 | 0.9149 |
203
+ | No log | 20.2667 | 304 | 0.8737 | 0.3608 | 0.8737 | 0.9347 |
204
+ | No log | 20.4 | 306 | 0.7678 | 0.4081 | 0.7678 | 0.8762 |
205
+ | No log | 20.5333 | 308 | 0.6922 | 0.4812 | 0.6922 | 0.8320 |
206
+ | No log | 20.6667 | 310 | 0.5839 | 0.5586 | 0.5839 | 0.7642 |
207
+ | No log | 20.8 | 312 | 0.5687 | 0.5104 | 0.5687 | 0.7541 |
208
+ | No log | 20.9333 | 314 | 0.6186 | 0.5081 | 0.6186 | 0.7865 |
209
+ | No log | 21.0667 | 316 | 0.7653 | 0.5416 | 0.7653 | 0.8748 |
210
+ | No log | 21.2 | 318 | 1.0082 | 0.4118 | 1.0082 | 1.0041 |
211
+ | No log | 21.3333 | 320 | 0.9770 | 0.4155 | 0.9770 | 0.9884 |
212
+ | No log | 21.4667 | 322 | 0.7903 | 0.3953 | 0.7903 | 0.8890 |
213
+ | No log | 21.6 | 324 | 0.6298 | 0.5219 | 0.6298 | 0.7936 |
214
+ | No log | 21.7333 | 326 | 0.6027 | 0.4855 | 0.6027 | 0.7763 |
215
+ | No log | 21.8667 | 328 | 0.6441 | 0.5067 | 0.6441 | 0.8025 |
216
+ | No log | 22.0 | 330 | 0.7546 | 0.4801 | 0.7546 | 0.8687 |
217
+ | No log | 22.1333 | 332 | 0.7640 | 0.4726 | 0.7640 | 0.8741 |
218
+ | No log | 22.2667 | 334 | 0.8007 | 0.4646 | 0.8007 | 0.8948 |
219
+ | No log | 22.4 | 336 | 0.7355 | 0.4808 | 0.7355 | 0.8576 |
220
+ | No log | 22.5333 | 338 | 0.7104 | 0.4892 | 0.7104 | 0.8429 |
221
+ | No log | 22.6667 | 340 | 0.6976 | 0.4892 | 0.6976 | 0.8352 |
222
+ | No log | 22.8 | 342 | 0.7113 | 0.5131 | 0.7113 | 0.8434 |
223
+ | No log | 22.9333 | 344 | 0.7079 | 0.5163 | 0.7079 | 0.8414 |
224
+ | No log | 23.0667 | 346 | 0.7352 | 0.5065 | 0.7352 | 0.8575 |
225
+ | No log | 23.2 | 348 | 0.7910 | 0.4668 | 0.7910 | 0.8894 |
226
+ | No log | 23.3333 | 350 | 0.7998 | 0.4794 | 0.7998 | 0.8943 |
227
+ | No log | 23.4667 | 352 | 0.7564 | 0.4867 | 0.7564 | 0.8697 |
228
+ | No log | 23.6 | 354 | 0.6923 | 0.5410 | 0.6923 | 0.8320 |
229
+ | No log | 23.7333 | 356 | 0.6844 | 0.5410 | 0.6844 | 0.8273 |
230
+ | No log | 23.8667 | 358 | 0.7565 | 0.4536 | 0.7565 | 0.8698 |
231
+ | No log | 24.0 | 360 | 0.8506 | 0.4189 | 0.8506 | 0.9223 |
232
+ | No log | 24.1333 | 362 | 0.9039 | 0.4023 | 0.9039 | 0.9507 |
233
+ | No log | 24.2667 | 364 | 0.9273 | 0.3697 | 0.9273 | 0.9629 |
234
+ | No log | 24.4 | 366 | 0.8155 | 0.4400 | 0.8155 | 0.9031 |
235
+ | No log | 24.5333 | 368 | 0.7084 | 0.5586 | 0.7084 | 0.8417 |
236
+ | No log | 24.6667 | 370 | 0.7079 | 0.5639 | 0.7079 | 0.8414 |
237
+ | No log | 24.8 | 372 | 0.8155 | 0.4333 | 0.8155 | 0.9031 |
238
+ | No log | 24.9333 | 374 | 0.9007 | 0.3523 | 0.9007 | 0.9490 |
239
+ | No log | 25.0667 | 376 | 0.9871 | 0.3681 | 0.9871 | 0.9935 |
240
+ | No log | 25.2 | 378 | 0.9324 | 0.3643 | 0.9324 | 0.9656 |
241
+ | No log | 25.3333 | 380 | 0.8241 | 0.3707 | 0.8241 | 0.9078 |
242
+ | No log | 25.4667 | 382 | 0.7190 | 0.4036 | 0.7190 | 0.8479 |
243
+ | No log | 25.6 | 384 | 0.6914 | 0.4112 | 0.6914 | 0.8315 |
244
+ | No log | 25.7333 | 386 | 0.7318 | 0.3981 | 0.7318 | 0.8555 |
245
+ | No log | 25.8667 | 388 | 0.8246 | 0.3807 | 0.8246 | 0.9081 |
246
+ | No log | 26.0 | 390 | 0.8901 | 0.3425 | 0.8901 | 0.9435 |
247
+ | No log | 26.1333 | 392 | 0.9412 | 0.3233 | 0.9412 | 0.9702 |
248
+ | No log | 26.2667 | 394 | 0.9149 | 0.3484 | 0.9149 | 0.9565 |
249
+ | No log | 26.4 | 396 | 0.8546 | 0.4114 | 0.8546 | 0.9245 |
250
+ | No log | 26.5333 | 398 | 0.7985 | 0.4531 | 0.7985 | 0.8936 |
251
+ | No log | 26.6667 | 400 | 0.7304 | 0.5086 | 0.7304 | 0.8546 |
252
+ | No log | 26.8 | 402 | 0.7419 | 0.4978 | 0.7419 | 0.8613 |
253
+ | No log | 26.9333 | 404 | 0.8044 | 0.3913 | 0.8044 | 0.8969 |
254
+ | No log | 27.0667 | 406 | 0.8549 | 0.3445 | 0.8549 | 0.9246 |
255
+ | No log | 27.2 | 408 | 0.8232 | 0.3499 | 0.8232 | 0.9073 |
256
+ | No log | 27.3333 | 410 | 0.7618 | 0.4349 | 0.7618 | 0.8728 |
257
+ | No log | 27.4667 | 412 | 0.7169 | 0.4576 | 0.7169 | 0.8467 |
258
+ | No log | 27.6 | 414 | 0.6757 | 0.4925 | 0.6757 | 0.8220 |
259
+ | No log | 27.7333 | 416 | 0.6996 | 0.4911 | 0.6996 | 0.8364 |
260
+ | No log | 27.8667 | 418 | 0.7370 | 0.4819 | 0.7370 | 0.8585 |
261
+ | No log | 28.0 | 420 | 0.7276 | 0.4819 | 0.7276 | 0.8530 |
262
+ | No log | 28.1333 | 422 | 0.6672 | 0.5452 | 0.6672 | 0.8168 |
263
+ | No log | 28.2667 | 424 | 0.6516 | 0.5403 | 0.6516 | 0.8072 |
264
+ | No log | 28.4 | 426 | 0.6580 | 0.5349 | 0.6580 | 0.8112 |
265
+ | No log | 28.5333 | 428 | 0.7039 | 0.4741 | 0.7039 | 0.8390 |
266
+ | No log | 28.6667 | 430 | 0.8036 | 0.3669 | 0.8036 | 0.8964 |
267
+ | No log | 28.8 | 432 | 0.8440 | 0.3669 | 0.8440 | 0.9187 |
268
+ | No log | 28.9333 | 434 | 0.7702 | 0.3953 | 0.7702 | 0.8776 |
269
+ | No log | 29.0667 | 436 | 0.7142 | 0.4369 | 0.7142 | 0.8451 |
270
+ | No log | 29.2 | 438 | 0.6378 | 0.6029 | 0.6378 | 0.7986 |
271
+ | No log | 29.3333 | 440 | 0.6170 | 0.6029 | 0.6170 | 0.7855 |
272
+ | No log | 29.4667 | 442 | 0.6596 | 0.4602 | 0.6596 | 0.8122 |
273
+ | No log | 29.6 | 444 | 0.6906 | 0.4350 | 0.6906 | 0.8310 |
274
+ | No log | 29.7333 | 446 | 0.6625 | 0.4350 | 0.6625 | 0.8140 |
275
+ | No log | 29.8667 | 448 | 0.6125 | 0.6029 | 0.6125 | 0.7826 |
276
+ | No log | 30.0 | 450 | 0.5694 | 0.5803 | 0.5694 | 0.7546 |
277
+ | No log | 30.1333 | 452 | 0.5637 | 0.5803 | 0.5637 | 0.7508 |
278
+ | No log | 30.2667 | 454 | 0.5816 | 0.5803 | 0.5816 | 0.7626 |
279
+ | No log | 30.4 | 456 | 0.6320 | 0.6029 | 0.6320 | 0.7950 |
280
+ | No log | 30.5333 | 458 | 0.7291 | 0.4606 | 0.7291 | 0.8539 |
281
+ | No log | 30.6667 | 460 | 0.8245 | 0.3577 | 0.8245 | 0.9080 |
282
+ | No log | 30.8 | 462 | 0.7912 | 0.3909 | 0.7912 | 0.8895 |
283
+ | No log | 30.9333 | 464 | 0.7132 | 0.4522 | 0.7132 | 0.8445 |
284
+ | No log | 31.0667 | 466 | 0.6629 | 0.5252 | 0.6629 | 0.8142 |
285
+ | No log | 31.2 | 468 | 0.6548 | 0.5252 | 0.6548 | 0.8092 |
286
+ | No log | 31.3333 | 470 | 0.6921 | 0.5310 | 0.6921 | 0.8319 |
287
+ | No log | 31.4667 | 472 | 0.7014 | 0.5544 | 0.7014 | 0.8375 |
288
+ | No log | 31.6 | 474 | 0.7026 | 0.5586 | 0.7026 | 0.8382 |
289
+ | No log | 31.7333 | 476 | 0.7362 | 0.4457 | 0.7362 | 0.8580 |
290
+ | No log | 31.8667 | 478 | 0.7525 | 0.4385 | 0.7525 | 0.8675 |
291
+ | No log | 32.0 | 480 | 0.7509 | 0.4385 | 0.7509 | 0.8665 |
292
+ | No log | 32.1333 | 482 | 0.7135 | 0.5190 | 0.7135 | 0.8447 |
293
+ | No log | 32.2667 | 484 | 0.6821 | 0.4997 | 0.6821 | 0.8259 |
294
+ | No log | 32.4 | 486 | 0.7247 | 0.5219 | 0.7247 | 0.8513 |
295
+ | No log | 32.5333 | 488 | 0.8262 | 0.2971 | 0.8262 | 0.9090 |
296
+ | No log | 32.6667 | 490 | 0.8992 | 0.3131 | 0.8992 | 0.9483 |
297
+ | No log | 32.8 | 492 | 0.9191 | 0.2898 | 0.9191 | 0.9587 |
298
+ | No log | 32.9333 | 494 | 0.8656 | 0.3105 | 0.8656 | 0.9304 |
299
+ | No log | 33.0667 | 496 | 0.7626 | 0.3940 | 0.7626 | 0.8732 |
300
+ | No log | 33.2 | 498 | 0.7118 | 0.4997 | 0.7118 | 0.8437 |
301
+ | 0.2561 | 33.3333 | 500 | 0.7257 | 0.4491 | 0.7257 | 0.8519 |
302
+ | 0.2561 | 33.4667 | 502 | 0.7575 | 0.4329 | 0.7575 | 0.8704 |
303
+ | 0.2561 | 33.6 | 504 | 0.8212 | 0.3076 | 0.8212 | 0.9062 |
304
+ | 0.2561 | 33.7333 | 506 | 0.8982 | 0.2461 | 0.8982 | 0.9477 |
305
+ | 0.2561 | 33.8667 | 508 | 0.8868 | 0.2777 | 0.8868 | 0.9417 |
306
+ | 0.2561 | 34.0 | 510 | 0.8351 | 0.3105 | 0.8351 | 0.9138 |
 
 
307
 
308
 
309
  ### Framework versions