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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_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_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_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: 0.4741
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- - Qwk: 0.6277
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- - Mse: 0.4741
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- - Rmse: 0.6885
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  ## Model description
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@@ -49,256 +49,268 @@ 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 | 0.4 | 2 | 2.6379 | -0.0729 | 2.6379 | 1.6242 |
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- | No log | 0.8 | 4 | 1.3491 | 0.0998 | 1.3491 | 1.1615 |
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- | No log | 1.2 | 6 | 0.7540 | 0.1786 | 0.7540 | 0.8684 |
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- | No log | 1.6 | 8 | 0.9388 | 0.1385 | 0.9388 | 0.9689 |
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- | No log | 2.0 | 10 | 0.8605 | 0.2939 | 0.8605 | 0.9277 |
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- | No log | 2.4 | 12 | 0.7241 | 0.1561 | 0.7241 | 0.8509 |
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- | No log | 2.8 | 14 | 0.7262 | 0.1187 | 0.7262 | 0.8522 |
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- | No log | 3.2 | 16 | 0.7067 | 0.2537 | 0.7067 | 0.8407 |
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- | No log | 3.6 | 18 | 0.6704 | 0.3950 | 0.6704 | 0.8188 |
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- | No log | 4.0 | 20 | 0.5962 | 0.3950 | 0.5962 | 0.7722 |
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- | No log | 4.4 | 22 | 0.5403 | 0.4186 | 0.5403 | 0.7350 |
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- | No log | 4.8 | 24 | 0.5884 | 0.4222 | 0.5884 | 0.7671 |
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- | No log | 5.2 | 26 | 0.6777 | 0.4361 | 0.6777 | 0.8232 |
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- | No log | 5.6 | 28 | 0.5881 | 0.5095 | 0.5881 | 0.7668 |
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- | No log | 6.0 | 30 | 0.5291 | 0.5368 | 0.5291 | 0.7274 |
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- | No log | 6.4 | 32 | 0.6249 | 0.5824 | 0.6249 | 0.7905 |
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- | No log | 6.8 | 34 | 0.5441 | 0.4771 | 0.5441 | 0.7377 |
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- | No log | 7.2 | 36 | 0.8700 | 0.4764 | 0.8700 | 0.9327 |
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- | No log | 7.6 | 38 | 1.0004 | 0.3160 | 1.0004 | 1.0002 |
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- | No log | 8.0 | 40 | 0.6739 | 0.5017 | 0.6739 | 0.8209 |
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- | No log | 8.4 | 42 | 0.5741 | 0.5633 | 0.5741 | 0.7577 |
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- | No log | 8.8 | 44 | 0.5900 | 0.5724 | 0.5900 | 0.7681 |
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- | No log | 9.2 | 46 | 0.6169 | 0.5627 | 0.6169 | 0.7854 |
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- | No log | 9.6 | 48 | 0.4796 | 0.6463 | 0.4796 | 0.6926 |
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- | No log | 10.0 | 50 | 0.6010 | 0.5343 | 0.6010 | 0.7753 |
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- | No log | 10.4 | 52 | 0.7247 | 0.4815 | 0.7247 | 0.8513 |
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- | No log | 10.8 | 54 | 0.5039 | 0.5696 | 0.5039 | 0.7099 |
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- | No log | 11.2 | 56 | 0.4521 | 0.5943 | 0.4521 | 0.6724 |
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- | No log | 11.6 | 58 | 0.4633 | 0.6143 | 0.4633 | 0.6807 |
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- | No log | 12.0 | 60 | 0.5675 | 0.5328 | 0.5675 | 0.7533 |
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- | No log | 12.4 | 62 | 0.5702 | 0.5266 | 0.5702 | 0.7551 |
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- | No log | 12.8 | 64 | 0.4454 | 0.5915 | 0.4454 | 0.6674 |
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- | No log | 13.2 | 66 | 0.5422 | 0.5170 | 0.5422 | 0.7363 |
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- | No log | 13.6 | 68 | 0.4945 | 0.6045 | 0.4945 | 0.7032 |
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- | No log | 14.0 | 70 | 0.4830 | 0.4486 | 0.4830 | 0.6950 |
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- | No log | 14.4 | 72 | 0.5136 | 0.4569 | 0.5136 | 0.7167 |
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- | No log | 14.8 | 74 | 0.4680 | 0.6229 | 0.4680 | 0.6841 |
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- | No log | 15.2 | 76 | 0.6099 | 0.4745 | 0.6099 | 0.7810 |
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- | No log | 15.6 | 78 | 0.7472 | 0.4930 | 0.7472 | 0.8644 |
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- | No log | 16.0 | 80 | 0.5719 | 0.4819 | 0.5719 | 0.7562 |
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- | No log | 16.4 | 82 | 0.4802 | 0.5217 | 0.4802 | 0.6930 |
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- | No log | 16.8 | 84 | 0.4827 | 0.5184 | 0.4827 | 0.6947 |
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- | No log | 17.2 | 86 | 0.4706 | 0.6228 | 0.4706 | 0.6860 |
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- | No log | 17.6 | 88 | 0.4650 | 0.6313 | 0.4650 | 0.6819 |
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- | No log | 18.0 | 90 | 0.4541 | 0.6452 | 0.4541 | 0.6739 |
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- | No log | 18.4 | 92 | 0.4573 | 0.6431 | 0.4573 | 0.6763 |
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- | No log | 18.8 | 94 | 0.4483 | 0.6566 | 0.4483 | 0.6695 |
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- | No log | 19.2 | 96 | 0.4693 | 0.5538 | 0.4693 | 0.6851 |
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- | No log | 19.6 | 98 | 0.4872 | 0.5584 | 0.4872 | 0.6980 |
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- | No log | 20.0 | 100 | 0.4745 | 0.5621 | 0.4745 | 0.6889 |
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- | No log | 20.4 | 102 | 0.4377 | 0.5390 | 0.4377 | 0.6616 |
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- | No log | 20.8 | 104 | 0.4430 | 0.6317 | 0.4430 | 0.6656 |
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- | No log | 21.2 | 106 | 0.5015 | 0.5720 | 0.5015 | 0.7081 |
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- | No log | 21.6 | 108 | 0.4828 | 0.5467 | 0.4828 | 0.6948 |
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- | No log | 22.0 | 110 | 0.4663 | 0.4515 | 0.4663 | 0.6828 |
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- | No log | 22.4 | 112 | 0.4788 | 0.5170 | 0.4788 | 0.6919 |
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- | No log | 22.8 | 114 | 0.5103 | 0.5836 | 0.5103 | 0.7143 |
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- | No log | 23.2 | 116 | 0.5217 | 0.6052 | 0.5217 | 0.7223 |
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- | No log | 23.6 | 118 | 0.4855 | 0.5786 | 0.4855 | 0.6968 |
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- | No log | 24.0 | 120 | 0.4551 | 0.6027 | 0.4551 | 0.6746 |
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- | No log | 24.4 | 122 | 0.4530 | 0.5524 | 0.4530 | 0.6730 |
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- | No log | 24.8 | 124 | 0.4388 | 0.6282 | 0.4388 | 0.6624 |
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- | No log | 25.2 | 126 | 0.4293 | 0.6344 | 0.4293 | 0.6552 |
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- | No log | 25.6 | 128 | 0.4314 | 0.6344 | 0.4314 | 0.6568 |
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- | No log | 26.0 | 130 | 0.4277 | 0.6377 | 0.4277 | 0.6540 |
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- | No log | 26.4 | 132 | 0.4307 | 0.6407 | 0.4307 | 0.6563 |
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- | No log | 26.8 | 134 | 0.4631 | 0.6092 | 0.4631 | 0.6805 |
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- | No log | 27.2 | 136 | 0.4585 | 0.6092 | 0.4585 | 0.6771 |
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- | No log | 27.6 | 138 | 0.4171 | 0.6383 | 0.4171 | 0.6459 |
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- | No log | 28.0 | 140 | 0.4121 | 0.6439 | 0.4121 | 0.6419 |
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- | No log | 28.4 | 142 | 0.4198 | 0.6435 | 0.4198 | 0.6479 |
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- | No log | 28.8 | 144 | 0.4455 | 0.5714 | 0.4455 | 0.6675 |
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- | No log | 29.2 | 146 | 0.5125 | 0.4652 | 0.5125 | 0.7159 |
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- | No log | 29.6 | 148 | 0.5437 | 0.5474 | 0.5437 | 0.7374 |
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- | No log | 30.0 | 150 | 0.4766 | 0.5861 | 0.4766 | 0.6903 |
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- | No log | 30.4 | 152 | 0.4308 | 0.6743 | 0.4308 | 0.6564 |
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- | No log | 30.8 | 154 | 0.4527 | 0.6778 | 0.4527 | 0.6728 |
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- | No log | 31.2 | 156 | 0.4563 | 0.6778 | 0.4563 | 0.6755 |
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- | No log | 31.6 | 158 | 0.4565 | 0.6301 | 0.4565 | 0.6756 |
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- | No log | 32.0 | 160 | 0.5201 | 0.5616 | 0.5201 | 0.7212 |
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- | No log | 32.4 | 162 | 0.5009 | 0.5014 | 0.5009 | 0.7078 |
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- | No log | 32.8 | 164 | 0.4554 | 0.5339 | 0.4554 | 0.6749 |
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- | No log | 33.2 | 166 | 0.4693 | 0.5708 | 0.4693 | 0.6851 |
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- | No log | 33.6 | 168 | 0.5415 | 0.5787 | 0.5415 | 0.7359 |
136
- | No log | 34.0 | 170 | 0.5624 | 0.5595 | 0.5624 | 0.7500 |
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- | No log | 34.4 | 172 | 0.5258 | 0.5290 | 0.5258 | 0.7251 |
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- | No log | 34.8 | 174 | 0.4943 | 0.6256 | 0.4943 | 0.7030 |
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- | No log | 35.2 | 176 | 0.5151 | 0.5692 | 0.5151 | 0.7177 |
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- | No log | 35.6 | 178 | 0.4874 | 0.5751 | 0.4874 | 0.6981 |
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- | No log | 36.0 | 180 | 0.4753 | 0.6118 | 0.4753 | 0.6894 |
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- | No log | 36.4 | 182 | 0.4691 | 0.6364 | 0.4691 | 0.6849 |
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- | No log | 36.8 | 184 | 0.4638 | 0.5890 | 0.4638 | 0.6810 |
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- | No log | 37.2 | 186 | 0.5082 | 0.5249 | 0.5082 | 0.7129 |
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- | No log | 37.6 | 188 | 0.5487 | 0.5061 | 0.5487 | 0.7407 |
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- | No log | 38.0 | 190 | 0.4943 | 0.5575 | 0.4943 | 0.7031 |
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- | No log | 38.4 | 192 | 0.4591 | 0.6650 | 0.4591 | 0.6776 |
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- | No log | 38.8 | 194 | 0.4966 | 0.5499 | 0.4966 | 0.7047 |
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- | No log | 39.2 | 196 | 0.5265 | 0.5484 | 0.5265 | 0.7256 |
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- | No log | 39.6 | 198 | 0.5055 | 0.5708 | 0.5055 | 0.7110 |
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- | No log | 40.0 | 200 | 0.4792 | 0.5396 | 0.4792 | 0.6922 |
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- | No log | 40.4 | 202 | 0.4878 | 0.4423 | 0.4878 | 0.6984 |
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- | No log | 40.8 | 204 | 0.4919 | 0.4678 | 0.4919 | 0.7013 |
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- | No log | 41.2 | 206 | 0.4801 | 0.4953 | 0.4801 | 0.6929 |
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- | No log | 41.6 | 208 | 0.4780 | 0.6018 | 0.4780 | 0.6914 |
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- | No log | 42.0 | 210 | 0.4789 | 0.5923 | 0.4789 | 0.6920 |
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- | No log | 42.4 | 212 | 0.4711 | 0.6431 | 0.4711 | 0.6863 |
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- | No log | 42.8 | 214 | 0.4664 | 0.6339 | 0.4664 | 0.6829 |
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- | No log | 43.2 | 216 | 0.4645 | 0.6184 | 0.4645 | 0.6815 |
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- | No log | 43.6 | 218 | 0.4633 | 0.6184 | 0.4633 | 0.6807 |
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- | No log | 44.0 | 220 | 0.4630 | 0.5943 | 0.4630 | 0.6805 |
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- | No log | 44.4 | 222 | 0.4664 | 0.5587 | 0.4664 | 0.6829 |
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- | No log | 44.8 | 224 | 0.4704 | 0.5631 | 0.4704 | 0.6858 |
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- | No log | 45.2 | 226 | 0.4766 | 0.5708 | 0.4766 | 0.6904 |
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- | No log | 45.6 | 228 | 0.4707 | 0.5732 | 0.4707 | 0.6861 |
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- | No log | 46.0 | 230 | 0.4694 | 0.4847 | 0.4694 | 0.6851 |
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- | No log | 46.4 | 232 | 0.4748 | 0.4538 | 0.4748 | 0.6891 |
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- | No log | 46.8 | 234 | 0.4658 | 0.4795 | 0.4658 | 0.6825 |
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- | No log | 47.2 | 236 | 0.4587 | 0.5413 | 0.4587 | 0.6773 |
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- | No log | 47.6 | 238 | 0.4552 | 0.5340 | 0.4552 | 0.6747 |
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- | No log | 48.0 | 240 | 0.4532 | 0.5846 | 0.4532 | 0.6732 |
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- | No log | 48.4 | 242 | 0.4562 | 0.5915 | 0.4562 | 0.6755 |
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- | No log | 48.8 | 244 | 0.4784 | 0.5587 | 0.4784 | 0.6917 |
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- | No log | 49.2 | 246 | 0.5019 | 0.5438 | 0.5019 | 0.7084 |
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- | No log | 49.6 | 248 | 0.4794 | 0.5117 | 0.4794 | 0.6924 |
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- | No log | 50.0 | 250 | 0.4506 | 0.5641 | 0.4506 | 0.6713 |
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- | No log | 50.4 | 252 | 0.4685 | 0.5732 | 0.4685 | 0.6845 |
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- | No log | 50.8 | 254 | 0.5142 | 0.5081 | 0.5142 | 0.7171 |
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- | No log | 51.2 | 256 | 0.5325 | 0.5140 | 0.5325 | 0.7297 |
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- | No log | 51.6 | 258 | 0.4881 | 0.5457 | 0.4881 | 0.6986 |
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- | No log | 52.0 | 260 | 0.4482 | 0.6240 | 0.4482 | 0.6695 |
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- | No log | 52.4 | 262 | 0.4464 | 0.6267 | 0.4464 | 0.6681 |
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- | No log | 52.8 | 264 | 0.4479 | 0.6388 | 0.4479 | 0.6692 |
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- | No log | 53.2 | 266 | 0.4521 | 0.6353 | 0.4521 | 0.6724 |
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- | No log | 53.6 | 268 | 0.4561 | 0.6145 | 0.4561 | 0.6753 |
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- | No log | 54.0 | 270 | 0.4668 | 0.5995 | 0.4668 | 0.6832 |
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- | No log | 54.4 | 272 | 0.4714 | 0.5995 | 0.4714 | 0.6866 |
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- | No log | 54.8 | 274 | 0.4683 | 0.6018 | 0.4683 | 0.6843 |
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- | No log | 55.2 | 276 | 0.4762 | 0.5801 | 0.4762 | 0.6901 |
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- | No log | 55.6 | 278 | 0.4745 | 0.6240 | 0.4745 | 0.6888 |
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- | No log | 56.0 | 280 | 0.4702 | 0.6388 | 0.4702 | 0.6857 |
192
- | No log | 56.4 | 282 | 0.4720 | 0.6059 | 0.4720 | 0.6870 |
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- | No log | 56.8 | 284 | 0.4738 | 0.6059 | 0.4738 | 0.6883 |
194
- | No log | 57.2 | 286 | 0.4635 | 0.5939 | 0.4635 | 0.6808 |
195
- | No log | 57.6 | 288 | 0.4611 | 0.5731 | 0.4611 | 0.6790 |
196
- | No log | 58.0 | 290 | 0.4660 | 0.5718 | 0.4660 | 0.6827 |
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- | No log | 58.4 | 292 | 0.4612 | 0.5352 | 0.4612 | 0.6791 |
198
- | No log | 58.8 | 294 | 0.4640 | 0.5399 | 0.4640 | 0.6812 |
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- | No log | 59.2 | 296 | 0.4764 | 0.5498 | 0.4764 | 0.6902 |
200
- | No log | 59.6 | 298 | 0.4990 | 0.5445 | 0.4990 | 0.7064 |
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- | No log | 60.0 | 300 | 0.4903 | 0.5445 | 0.4903 | 0.7002 |
202
- | No log | 60.4 | 302 | 0.4670 | 0.5692 | 0.4670 | 0.6834 |
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- | No log | 60.8 | 304 | 0.4477 | 0.6673 | 0.4477 | 0.6691 |
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- | No log | 61.2 | 306 | 0.4420 | 0.6530 | 0.4420 | 0.6648 |
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- | No log | 61.6 | 308 | 0.4527 | 0.5995 | 0.4527 | 0.6728 |
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- | No log | 62.0 | 310 | 0.4552 | 0.5995 | 0.4552 | 0.6747 |
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- | No log | 62.4 | 312 | 0.4559 | 0.6214 | 0.4559 | 0.6752 |
208
- | No log | 62.8 | 314 | 0.4493 | 0.6530 | 0.4493 | 0.6703 |
209
- | No log | 63.2 | 316 | 0.4535 | 0.5798 | 0.4535 | 0.6734 |
210
- | No log | 63.6 | 318 | 0.4889 | 0.5095 | 0.4889 | 0.6992 |
211
- | No log | 64.0 | 320 | 0.5204 | 0.5031 | 0.5204 | 0.7214 |
212
- | No log | 64.4 | 322 | 0.5183 | 0.5031 | 0.5183 | 0.7199 |
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- | No log | 64.8 | 324 | 0.4941 | 0.5095 | 0.4941 | 0.7029 |
214
- | No log | 65.2 | 326 | 0.4663 | 0.5422 | 0.4663 | 0.6829 |
215
- | No log | 65.6 | 328 | 0.4520 | 0.6661 | 0.4520 | 0.6723 |
216
- | No log | 66.0 | 330 | 0.4457 | 0.6639 | 0.4457 | 0.6676 |
217
- | No log | 66.4 | 332 | 0.4471 | 0.7114 | 0.4471 | 0.6687 |
218
- | No log | 66.8 | 334 | 0.4496 | 0.6477 | 0.4496 | 0.6705 |
219
- | No log | 67.2 | 336 | 0.4593 | 0.6383 | 0.4593 | 0.6777 |
220
- | No log | 67.6 | 338 | 0.4704 | 0.5877 | 0.4704 | 0.6859 |
221
- | No log | 68.0 | 340 | 0.4749 | 0.5666 | 0.4749 | 0.6891 |
222
- | No log | 68.4 | 342 | 0.4696 | 0.5189 | 0.4696 | 0.6853 |
223
- | No log | 68.8 | 344 | 0.4587 | 0.5493 | 0.4587 | 0.6773 |
224
- | No log | 69.2 | 346 | 0.4519 | 0.6351 | 0.4519 | 0.6722 |
225
- | No log | 69.6 | 348 | 0.4565 | 0.6627 | 0.4565 | 0.6756 |
226
- | No log | 70.0 | 350 | 0.4605 | 0.6530 | 0.4605 | 0.6786 |
227
- | No log | 70.4 | 352 | 0.4601 | 0.6132 | 0.4601 | 0.6783 |
228
- | No log | 70.8 | 354 | 0.4557 | 0.5868 | 0.4557 | 0.6751 |
229
- | No log | 71.2 | 356 | 0.4544 | 0.5665 | 0.4544 | 0.6741 |
230
- | No log | 71.6 | 358 | 0.4562 | 0.5899 | 0.4562 | 0.6754 |
231
- | No log | 72.0 | 360 | 0.4583 | 0.6125 | 0.4583 | 0.6769 |
232
- | No log | 72.4 | 362 | 0.4604 | 0.6125 | 0.4604 | 0.6785 |
233
- | No log | 72.8 | 364 | 0.4634 | 0.6125 | 0.4634 | 0.6807 |
234
- | No log | 73.2 | 366 | 0.4662 | 0.6125 | 0.4662 | 0.6828 |
235
- | No log | 73.6 | 368 | 0.4746 | 0.6132 | 0.4746 | 0.6889 |
236
- | No log | 74.0 | 370 | 0.4808 | 0.5741 | 0.4808 | 0.6934 |
237
- | No log | 74.4 | 372 | 0.4783 | 0.5708 | 0.4783 | 0.6916 |
238
- | No log | 74.8 | 374 | 0.4737 | 0.6132 | 0.4737 | 0.6883 |
239
- | No log | 75.2 | 376 | 0.4695 | 0.5665 | 0.4695 | 0.6852 |
240
- | No log | 75.6 | 378 | 0.4674 | 0.5600 | 0.4674 | 0.6836 |
241
- | No log | 76.0 | 380 | 0.4676 | 0.5750 | 0.4676 | 0.6838 |
242
- | No log | 76.4 | 382 | 0.4689 | 0.5970 | 0.4689 | 0.6847 |
243
- | No log | 76.8 | 384 | 0.4735 | 0.5736 | 0.4735 | 0.6881 |
244
- | No log | 77.2 | 386 | 0.4772 | 0.5943 | 0.4772 | 0.6908 |
245
- | No log | 77.6 | 388 | 0.4769 | 0.5943 | 0.4769 | 0.6906 |
246
- | No log | 78.0 | 390 | 0.4729 | 0.6407 | 0.4729 | 0.6877 |
247
- | No log | 78.4 | 392 | 0.4754 | 0.6416 | 0.4754 | 0.6895 |
248
- | No log | 78.8 | 394 | 0.4802 | 0.6267 | 0.4802 | 0.6930 |
249
- | No log | 79.2 | 396 | 0.4873 | 0.6195 | 0.4873 | 0.6981 |
250
- | No log | 79.6 | 398 | 0.4945 | 0.5941 | 0.4945 | 0.7032 |
251
- | No log | 80.0 | 400 | 0.4916 | 0.5919 | 0.4916 | 0.7012 |
252
- | No log | 80.4 | 402 | 0.4927 | 0.5919 | 0.4927 | 0.7020 |
253
- | No log | 80.8 | 404 | 0.4853 | 0.5692 | 0.4853 | 0.6966 |
254
- | No log | 81.2 | 406 | 0.4796 | 0.5692 | 0.4796 | 0.6926 |
255
- | No log | 81.6 | 408 | 0.4724 | 0.5663 | 0.4724 | 0.6873 |
256
- | No log | 82.0 | 410 | 0.4653 | 0.5634 | 0.4653 | 0.6821 |
257
- | No log | 82.4 | 412 | 0.4618 | 0.6467 | 0.4618 | 0.6796 |
258
- | No log | 82.8 | 414 | 0.4639 | 0.6121 | 0.4639 | 0.6811 |
259
- | No log | 83.2 | 416 | 0.4662 | 0.6121 | 0.4662 | 0.6828 |
260
- | No log | 83.6 | 418 | 0.4695 | 0.6121 | 0.4695 | 0.6852 |
261
- | No log | 84.0 | 420 | 0.4712 | 0.6121 | 0.4712 | 0.6864 |
262
- | No log | 84.4 | 422 | 0.4733 | 0.6121 | 0.4733 | 0.6879 |
263
- | No log | 84.8 | 424 | 0.4751 | 0.5669 | 0.4751 | 0.6893 |
264
- | No log | 85.2 | 426 | 0.4777 | 0.56 | 0.4777 | 0.6911 |
265
- | No log | 85.6 | 428 | 0.4804 | 0.56 | 0.4804 | 0.6931 |
266
- | No log | 86.0 | 430 | 0.4787 | 0.6136 | 0.4787 | 0.6919 |
267
- | No log | 86.4 | 432 | 0.4767 | 0.6136 | 0.4767 | 0.6905 |
268
- | No log | 86.8 | 434 | 0.4731 | 0.6286 | 0.4731 | 0.6878 |
269
- | No log | 87.2 | 436 | 0.4704 | 0.6286 | 0.4704 | 0.6859 |
270
- | No log | 87.6 | 438 | 0.4672 | 0.6277 | 0.4672 | 0.6835 |
271
- | No log | 88.0 | 440 | 0.4663 | 0.6277 | 0.4663 | 0.6828 |
272
- | No log | 88.4 | 442 | 0.4674 | 0.6277 | 0.4674 | 0.6836 |
273
- | No log | 88.8 | 444 | 0.4689 | 0.5812 | 0.4689 | 0.6848 |
274
- | No log | 89.2 | 446 | 0.4711 | 0.5812 | 0.4711 | 0.6864 |
275
- | No log | 89.6 | 448 | 0.4744 | 0.5701 | 0.4744 | 0.6887 |
276
- | No log | 90.0 | 450 | 0.4786 | 0.5701 | 0.4786 | 0.6918 |
277
- | No log | 90.4 | 452 | 0.4812 | 0.5634 | 0.4812 | 0.6937 |
278
- | No log | 90.8 | 454 | 0.4836 | 0.6325 | 0.4836 | 0.6954 |
279
- | No log | 91.2 | 456 | 0.4837 | 0.6398 | 0.4837 | 0.6955 |
280
- | No log | 91.6 | 458 | 0.4824 | 0.6398 | 0.4824 | 0.6945 |
281
- | No log | 92.0 | 460 | 0.4809 | 0.6551 | 0.4809 | 0.6935 |
282
- | No log | 92.4 | 462 | 0.4794 | 0.6551 | 0.4794 | 0.6924 |
283
- | No log | 92.8 | 464 | 0.4780 | 0.6286 | 0.4780 | 0.6913 |
284
- | No log | 93.2 | 466 | 0.4768 | 0.6286 | 0.4768 | 0.6905 |
285
- | No log | 93.6 | 468 | 0.4753 | 0.6286 | 0.4753 | 0.6894 |
286
- | No log | 94.0 | 470 | 0.4746 | 0.6472 | 0.4746 | 0.6889 |
287
- | No log | 94.4 | 472 | 0.4750 | 0.5669 | 0.4750 | 0.6892 |
288
- | No log | 94.8 | 474 | 0.4756 | 0.5669 | 0.4756 | 0.6896 |
289
- | No log | 95.2 | 476 | 0.4759 | 0.5669 | 0.4759 | 0.6898 |
290
- | No log | 95.6 | 478 | 0.4750 | 0.5669 | 0.4750 | 0.6892 |
291
- | No log | 96.0 | 480 | 0.4738 | 0.6469 | 0.4738 | 0.6883 |
292
- | No log | 96.4 | 482 | 0.4730 | 0.6277 | 0.4730 | 0.6878 |
293
- | No log | 96.8 | 484 | 0.4730 | 0.6277 | 0.4730 | 0.6878 |
294
- | No log | 97.2 | 486 | 0.4734 | 0.6277 | 0.4734 | 0.6881 |
295
- | No log | 97.6 | 488 | 0.4738 | 0.6277 | 0.4738 | 0.6883 |
296
- | No log | 98.0 | 490 | 0.4739 | 0.6277 | 0.4739 | 0.6884 |
297
- | No log | 98.4 | 492 | 0.4740 | 0.6277 | 0.4740 | 0.6885 |
298
- | No log | 98.8 | 494 | 0.4741 | 0.6277 | 0.4741 | 0.6886 |
299
- | No log | 99.2 | 496 | 0.4740 | 0.6277 | 0.4740 | 0.6885 |
300
- | No log | 99.6 | 498 | 0.4740 | 0.6277 | 0.4740 | 0.6885 |
301
- | 0.1874 | 100.0 | 500 | 0.4741 | 0.6277 | 0.4741 | 0.6885 |
 
 
 
 
 
 
 
 
 
 
 
 
302
 
303
 
304
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k2_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_run3_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:
18
+ - Loss: 0.5986
19
+ - Qwk: 0.4306
20
+ - Mse: 0.5986
21
+ - Rmse: 0.7737
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-----:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.2 | 2 | 2.6091 | -0.0109 | 2.6091 | 1.6153 |
53
+ | No log | 0.4 | 4 | 1.2345 | 0.0994 | 1.2345 | 1.1111 |
54
+ | No log | 0.6 | 6 | 0.7217 | 0.1372 | 0.7217 | 0.8495 |
55
+ | No log | 0.8 | 8 | 0.7345 | 0.2440 | 0.7345 | 0.8570 |
56
+ | No log | 1.0 | 10 | 0.9827 | 0.2805 | 0.9827 | 0.9913 |
57
+ | No log | 1.2 | 12 | 1.1373 | 0.1907 | 1.1373 | 1.0665 |
58
+ | No log | 1.4 | 14 | 0.9936 | 0.2020 | 0.9936 | 0.9968 |
59
+ | No log | 1.6 | 16 | 0.8009 | 0.2817 | 0.8009 | 0.8949 |
60
+ | No log | 1.8 | 18 | 0.7224 | 0.0 | 0.7224 | 0.8500 |
61
+ | No log | 2.0 | 20 | 0.7384 | 0.0481 | 0.7384 | 0.8593 |
62
+ | No log | 2.2 | 22 | 0.7430 | 0.0481 | 0.7430 | 0.8620 |
63
+ | No log | 2.4 | 24 | 0.7459 | 0.0481 | 0.7459 | 0.8636 |
64
+ | No log | 2.6 | 26 | 0.7185 | 0.0846 | 0.7185 | 0.8476 |
65
+ | No log | 2.8 | 28 | 0.6933 | 0.1604 | 0.6933 | 0.8326 |
66
+ | No log | 3.0 | 30 | 0.7475 | 0.2913 | 0.7475 | 0.8646 |
67
+ | No log | 3.2 | 32 | 0.8263 | 0.4482 | 0.8263 | 0.9090 |
68
+ | No log | 3.4 | 34 | 0.7636 | 0.3329 | 0.7636 | 0.8738 |
69
+ | No log | 3.6 | 36 | 0.7785 | 0.2812 | 0.7785 | 0.8823 |
70
+ | No log | 3.8 | 38 | 0.7626 | 0.2812 | 0.7626 | 0.8733 |
71
+ | No log | 4.0 | 40 | 0.8349 | 0.3134 | 0.8349 | 0.9137 |
72
+ | No log | 4.2 | 42 | 0.9364 | 0.4076 | 0.9364 | 0.9677 |
73
+ | No log | 4.4 | 44 | 0.7842 | 0.4627 | 0.7842 | 0.8856 |
74
+ | No log | 4.6 | 46 | 0.6052 | 0.4292 | 0.6052 | 0.7779 |
75
+ | No log | 4.8 | 48 | 0.7330 | 0.3180 | 0.7330 | 0.8561 |
76
+ | No log | 5.0 | 50 | 0.7052 | 0.3594 | 0.7052 | 0.8398 |
77
+ | No log | 5.2 | 52 | 0.6032 | 0.4534 | 0.6032 | 0.7767 |
78
+ | No log | 5.4 | 54 | 0.8537 | 0.3618 | 0.8537 | 0.9240 |
79
+ | No log | 5.6 | 56 | 0.9693 | 0.2824 | 0.9693 | 0.9845 |
80
+ | No log | 5.8 | 58 | 0.7703 | 0.3847 | 0.7703 | 0.8777 |
81
+ | No log | 6.0 | 60 | 0.5521 | 0.5819 | 0.5521 | 0.7430 |
82
+ | No log | 6.2 | 62 | 0.5446 | 0.5587 | 0.5446 | 0.7380 |
83
+ | No log | 6.4 | 64 | 0.6932 | 0.3868 | 0.6932 | 0.8326 |
84
+ | No log | 6.6 | 66 | 1.0042 | 0.4410 | 1.0042 | 1.0021 |
85
+ | No log | 6.8 | 68 | 1.0091 | 0.4856 | 1.0091 | 1.0046 |
86
+ | No log | 7.0 | 70 | 0.7205 | 0.3847 | 0.7205 | 0.8488 |
87
+ | No log | 7.2 | 72 | 0.5506 | 0.5467 | 0.5506 | 0.7420 |
88
+ | No log | 7.4 | 74 | 0.5133 | 0.5044 | 0.5133 | 0.7165 |
89
+ | No log | 7.6 | 76 | 0.4922 | 0.5533 | 0.4922 | 0.7016 |
90
+ | No log | 7.8 | 78 | 0.6238 | 0.5295 | 0.6238 | 0.7898 |
91
+ | No log | 8.0 | 80 | 0.5903 | 0.5802 | 0.5903 | 0.7683 |
92
+ | No log | 8.2 | 82 | 0.4999 | 0.5939 | 0.4999 | 0.7071 |
93
+ | No log | 8.4 | 84 | 0.5295 | 0.5836 | 0.5295 | 0.7276 |
94
+ | No log | 8.6 | 86 | 0.6513 | 0.5937 | 0.6513 | 0.8071 |
95
+ | No log | 8.8 | 88 | 0.6226 | 0.5733 | 0.6226 | 0.7891 |
96
+ | No log | 9.0 | 90 | 0.5138 | 0.6144 | 0.5138 | 0.7168 |
97
+ | No log | 9.2 | 92 | 0.4849 | 0.5950 | 0.4849 | 0.6963 |
98
+ | No log | 9.4 | 94 | 0.4856 | 0.5820 | 0.4856 | 0.6968 |
99
+ | No log | 9.6 | 96 | 0.4517 | 0.5003 | 0.4517 | 0.6721 |
100
+ | No log | 9.8 | 98 | 0.4465 | 0.5003 | 0.4465 | 0.6682 |
101
+ | No log | 10.0 | 100 | 0.4739 | 0.5560 | 0.4739 | 0.6884 |
102
+ | No log | 10.2 | 102 | 0.5620 | 0.6464 | 0.5620 | 0.7496 |
103
+ | No log | 10.4 | 104 | 0.5222 | 0.6392 | 0.5222 | 0.7226 |
104
+ | No log | 10.6 | 106 | 0.4633 | 0.5003 | 0.4633 | 0.6807 |
105
+ | No log | 10.8 | 108 | 0.4921 | 0.5189 | 0.4921 | 0.7015 |
106
+ | No log | 11.0 | 110 | 0.4793 | 0.4817 | 0.4793 | 0.6923 |
107
+ | No log | 11.2 | 112 | 0.4972 | 0.5104 | 0.4972 | 0.7052 |
108
+ | No log | 11.4 | 114 | 0.7215 | 0.4472 | 0.7215 | 0.8494 |
109
+ | No log | 11.6 | 116 | 0.8301 | 0.4716 | 0.8301 | 0.9111 |
110
+ | No log | 11.8 | 118 | 0.7135 | 0.4852 | 0.7135 | 0.8447 |
111
+ | No log | 12.0 | 120 | 0.5208 | 0.5395 | 0.5208 | 0.7217 |
112
+ | No log | 12.2 | 122 | 0.5255 | 0.5745 | 0.5255 | 0.7249 |
113
+ | No log | 12.4 | 124 | 0.5179 | 0.5745 | 0.5179 | 0.7196 |
114
+ | No log | 12.6 | 126 | 0.4921 | 0.5703 | 0.4921 | 0.7015 |
115
+ | No log | 12.8 | 128 | 0.6609 | 0.5032 | 0.6609 | 0.8130 |
116
+ | No log | 13.0 | 130 | 0.7910 | 0.4886 | 0.7910 | 0.8894 |
117
+ | No log | 13.2 | 132 | 0.6269 | 0.4721 | 0.6269 | 0.7918 |
118
+ | No log | 13.4 | 134 | 0.5453 | 0.5597 | 0.5453 | 0.7385 |
119
+ | No log | 13.6 | 136 | 0.5443 | 0.5091 | 0.5443 | 0.7377 |
120
+ | No log | 13.8 | 138 | 0.5654 | 0.4414 | 0.5654 | 0.7519 |
121
+ | No log | 14.0 | 140 | 0.5448 | 0.3274 | 0.5448 | 0.7381 |
122
+ | No log | 14.2 | 142 | 0.5501 | 0.3354 | 0.5501 | 0.7417 |
123
+ | No log | 14.4 | 144 | 0.6004 | 0.4997 | 0.6004 | 0.7748 |
124
+ | No log | 14.6 | 146 | 0.7489 | 0.4297 | 0.7489 | 0.8654 |
125
+ | No log | 14.8 | 148 | 0.7915 | 0.4881 | 0.7915 | 0.8897 |
126
+ | No log | 15.0 | 150 | 0.6437 | 0.5747 | 0.6437 | 0.8023 |
127
+ | No log | 15.2 | 152 | 0.5420 | 0.4997 | 0.5420 | 0.7362 |
128
+ | No log | 15.4 | 154 | 0.5815 | 0.5410 | 0.5815 | 0.7625 |
129
+ | No log | 15.6 | 156 | 0.5502 | 0.4864 | 0.5502 | 0.7418 |
130
+ | No log | 15.8 | 158 | 0.5101 | 0.4657 | 0.5101 | 0.7142 |
131
+ | No log | 16.0 | 160 | 0.5172 | 0.4289 | 0.5172 | 0.7192 |
132
+ | No log | 16.2 | 162 | 0.5633 | 0.5533 | 0.5633 | 0.7505 |
133
+ | No log | 16.4 | 164 | 0.6701 | 0.4522 | 0.6701 | 0.8186 |
134
+ | No log | 16.6 | 166 | 0.7403 | 0.4419 | 0.7403 | 0.8604 |
135
+ | No log | 16.8 | 168 | 0.6134 | 0.5292 | 0.6134 | 0.7832 |
136
+ | No log | 17.0 | 170 | 0.5178 | 0.5271 | 0.5178 | 0.7196 |
137
+ | No log | 17.2 | 172 | 0.4885 | 0.5587 | 0.4885 | 0.6989 |
138
+ | No log | 17.4 | 174 | 0.5284 | 0.5349 | 0.5284 | 0.7269 |
139
+ | No log | 17.6 | 176 | 0.5548 | 0.5349 | 0.5548 | 0.7449 |
140
+ | No log | 17.8 | 178 | 0.5219 | 0.5060 | 0.5219 | 0.7224 |
141
+ | No log | 18.0 | 180 | 0.5237 | 0.4289 | 0.5237 | 0.7236 |
142
+ | No log | 18.2 | 182 | 0.5268 | 0.3980 | 0.5268 | 0.7258 |
143
+ | No log | 18.4 | 184 | 0.5837 | 0.5091 | 0.5837 | 0.7640 |
144
+ | No log | 18.6 | 186 | 0.6896 | 0.5052 | 0.6896 | 0.8304 |
145
+ | No log | 18.8 | 188 | 0.7030 | 0.5263 | 0.7030 | 0.8385 |
146
+ | No log | 19.0 | 190 | 0.5778 | 0.5275 | 0.5778 | 0.7601 |
147
+ | No log | 19.2 | 192 | 0.4728 | 0.4949 | 0.4728 | 0.6876 |
148
+ | No log | 19.4 | 194 | 0.4704 | 0.4891 | 0.4704 | 0.6858 |
149
+ | No log | 19.6 | 196 | 0.4653 | 0.5521 | 0.4653 | 0.6821 |
150
+ | No log | 19.8 | 198 | 0.6220 | 0.5408 | 0.6220 | 0.7886 |
151
+ | No log | 20.0 | 200 | 0.9248 | 0.4553 | 0.9248 | 0.9617 |
152
+ | No log | 20.2 | 202 | 0.9758 | 0.3949 | 0.9758 | 0.9878 |
153
+ | No log | 20.4 | 204 | 0.8236 | 0.5281 | 0.8236 | 0.9075 |
154
+ | No log | 20.6 | 206 | 0.6344 | 0.5090 | 0.6344 | 0.7965 |
155
+ | No log | 20.8 | 208 | 0.5174 | 0.4983 | 0.5174 | 0.7193 |
156
+ | No log | 21.0 | 210 | 0.4936 | 0.4289 | 0.4936 | 0.7026 |
157
+ | No log | 21.2 | 212 | 0.5028 | 0.5182 | 0.5028 | 0.7091 |
158
+ | No log | 21.4 | 214 | 0.6061 | 0.4880 | 0.6061 | 0.7785 |
159
+ | No log | 21.6 | 216 | 0.7866 | 0.5088 | 0.7866 | 0.8869 |
160
+ | No log | 21.8 | 218 | 0.8583 | 0.4106 | 0.8583 | 0.9264 |
161
+ | No log | 22.0 | 220 | 0.7599 | 0.4400 | 0.7599 | 0.8717 |
162
+ | No log | 22.2 | 222 | 0.6913 | 0.4624 | 0.6913 | 0.8315 |
163
+ | No log | 22.4 | 224 | 0.6913 | 0.4387 | 0.6913 | 0.8315 |
164
+ | No log | 22.6 | 226 | 0.6329 | 0.4409 | 0.6329 | 0.7956 |
165
+ | No log | 22.8 | 228 | 0.5669 | 0.4925 | 0.5669 | 0.7529 |
166
+ | No log | 23.0 | 230 | 0.5407 | 0.5209 | 0.5407 | 0.7353 |
167
+ | No log | 23.2 | 232 | 0.5813 | 0.5045 | 0.5813 | 0.7624 |
168
+ | No log | 23.4 | 234 | 0.6825 | 0.5068 | 0.6825 | 0.8262 |
169
+ | No log | 23.6 | 236 | 0.7641 | 0.4704 | 0.7641 | 0.8741 |
170
+ | No log | 23.8 | 238 | 0.8085 | 0.4760 | 0.8085 | 0.8992 |
171
+ | No log | 24.0 | 240 | 0.7355 | 0.4687 | 0.7355 | 0.8576 |
172
+ | No log | 24.2 | 242 | 0.6075 | 0.5067 | 0.6075 | 0.7794 |
173
+ | No log | 24.4 | 244 | 0.5364 | 0.5413 | 0.5364 | 0.7324 |
174
+ | No log | 24.6 | 246 | 0.5223 | 0.5161 | 0.5223 | 0.7227 |
175
+ | No log | 24.8 | 248 | 0.5296 | 0.5349 | 0.5296 | 0.7277 |
176
+ | No log | 25.0 | 250 | 0.5672 | 0.5067 | 0.5672 | 0.7531 |
177
+ | No log | 25.2 | 252 | 0.5281 | 0.5310 | 0.5281 | 0.7267 |
178
+ | No log | 25.4 | 254 | 0.4924 | 0.5209 | 0.4924 | 0.7017 |
179
+ | No log | 25.6 | 256 | 0.4800 | 0.4086 | 0.4800 | 0.6928 |
180
+ | No log | 25.8 | 258 | 0.4847 | 0.4264 | 0.4847 | 0.6962 |
181
+ | No log | 26.0 | 260 | 0.5198 | 0.5060 | 0.5198 | 0.7210 |
182
+ | No log | 26.2 | 262 | 0.5954 | 0.5367 | 0.5954 | 0.7716 |
183
+ | No log | 26.4 | 264 | 0.6789 | 0.4769 | 0.6789 | 0.8239 |
184
+ | No log | 26.6 | 266 | 0.7351 | 0.4608 | 0.7351 | 0.8574 |
185
+ | No log | 26.8 | 268 | 0.7138 | 0.4687 | 0.7138 | 0.8449 |
186
+ | No log | 27.0 | 270 | 0.6603 | 0.4853 | 0.6603 | 0.8126 |
187
+ | No log | 27.2 | 272 | 0.6896 | 0.4925 | 0.6896 | 0.8304 |
188
+ | No log | 27.4 | 274 | 0.6586 | 0.4925 | 0.6586 | 0.8115 |
189
+ | No log | 27.6 | 276 | 0.6530 | 0.5211 | 0.6530 | 0.8081 |
190
+ | No log | 27.8 | 278 | 0.6631 | 0.5124 | 0.6631 | 0.8143 |
191
+ | No log | 28.0 | 280 | 0.6164 | 0.5278 | 0.6164 | 0.7851 |
192
+ | No log | 28.2 | 282 | 0.5664 | 0.5773 | 0.5664 | 0.7526 |
193
+ | No log | 28.4 | 284 | 0.5377 | 0.5580 | 0.5377 | 0.7332 |
194
+ | No log | 28.6 | 286 | 0.4981 | 0.5393 | 0.4981 | 0.7058 |
195
+ | No log | 28.8 | 288 | 0.4783 | 0.5182 | 0.4783 | 0.6916 |
196
+ | No log | 29.0 | 290 | 0.5040 | 0.5140 | 0.5040 | 0.7100 |
197
+ | No log | 29.2 | 292 | 0.5557 | 0.5290 | 0.5557 | 0.7455 |
198
+ | No log | 29.4 | 294 | 0.5975 | 0.5904 | 0.5975 | 0.7730 |
199
+ | No log | 29.6 | 296 | 0.6222 | 0.5072 | 0.6222 | 0.7888 |
200
+ | No log | 29.8 | 298 | 0.5879 | 0.5836 | 0.5879 | 0.7667 |
201
+ | No log | 30.0 | 300 | 0.5138 | 0.5551 | 0.5138 | 0.7168 |
202
+ | No log | 30.2 | 302 | 0.4720 | 0.5182 | 0.4720 | 0.6870 |
203
+ | No log | 30.4 | 304 | 0.4760 | 0.4007 | 0.4760 | 0.6900 |
204
+ | No log | 30.6 | 306 | 0.4932 | 0.4634 | 0.4932 | 0.7023 |
205
+ | No log | 30.8 | 308 | 0.5418 | 0.5290 | 0.5418 | 0.7360 |
206
+ | No log | 31.0 | 310 | 0.6196 | 0.4795 | 0.6196 | 0.7872 |
207
+ | No log | 31.2 | 312 | 0.6793 | 0.4549 | 0.6793 | 0.8242 |
208
+ | No log | 31.4 | 314 | 0.6387 | 0.4795 | 0.6387 | 0.7992 |
209
+ | No log | 31.6 | 316 | 0.6115 | 0.4479 | 0.6115 | 0.7820 |
210
+ | No log | 31.8 | 318 | 0.5765 | 0.5393 | 0.5765 | 0.7593 |
211
+ | No log | 32.0 | 320 | 0.5671 | 0.5245 | 0.5671 | 0.7531 |
212
+ | No log | 32.2 | 322 | 0.6030 | 0.4479 | 0.6030 | 0.7765 |
213
+ | No log | 32.4 | 324 | 0.6462 | 0.5095 | 0.6462 | 0.8038 |
214
+ | No log | 32.6 | 326 | 0.6914 | 0.4627 | 0.6914 | 0.8315 |
215
+ | No log | 32.8 | 328 | 0.6979 | 0.4630 | 0.6979 | 0.8354 |
216
+ | No log | 33.0 | 330 | 0.6701 | 0.5131 | 0.6701 | 0.8186 |
217
+ | No log | 33.2 | 332 | 0.6879 | 0.4777 | 0.6879 | 0.8294 |
218
+ | No log | 33.4 | 334 | 0.7075 | 0.4549 | 0.7075 | 0.8411 |
219
+ | No log | 33.6 | 336 | 0.6712 | 0.5095 | 0.6712 | 0.8192 |
220
+ | No log | 33.8 | 338 | 0.6231 | 0.4728 | 0.6231 | 0.7893 |
221
+ | No log | 34.0 | 340 | 0.6083 | 0.4728 | 0.6083 | 0.7800 |
222
+ | No log | 34.2 | 342 | 0.6138 | 0.4644 | 0.6138 | 0.7834 |
223
+ | No log | 34.4 | 344 | 0.5704 | 0.5189 | 0.5704 | 0.7552 |
224
+ | No log | 34.6 | 346 | 0.5258 | 0.5245 | 0.5258 | 0.7251 |
225
+ | No log | 34.8 | 348 | 0.5051 | 0.4610 | 0.5051 | 0.7107 |
226
+ | No log | 35.0 | 350 | 0.4811 | 0.4264 | 0.4811 | 0.6936 |
227
+ | No log | 35.2 | 352 | 0.4751 | 0.4264 | 0.4751 | 0.6893 |
228
+ | No log | 35.4 | 354 | 0.4802 | 0.4264 | 0.4802 | 0.6930 |
229
+ | No log | 35.6 | 356 | 0.4856 | 0.4264 | 0.4856 | 0.6969 |
230
+ | No log | 35.8 | 358 | 0.5014 | 0.3980 | 0.5014 | 0.7081 |
231
+ | No log | 36.0 | 360 | 0.5238 | 0.3953 | 0.5238 | 0.7237 |
232
+ | No log | 36.2 | 362 | 0.5569 | 0.5140 | 0.5569 | 0.7463 |
233
+ | No log | 36.4 | 364 | 0.6206 | 0.4977 | 0.6206 | 0.7878 |
234
+ | No log | 36.6 | 366 | 0.6586 | 0.5120 | 0.6586 | 0.8115 |
235
+ | No log | 36.8 | 368 | 0.6576 | 0.5183 | 0.6576 | 0.8109 |
236
+ | No log | 37.0 | 370 | 0.6213 | 0.5241 | 0.6213 | 0.7882 |
237
+ | No log | 37.2 | 372 | 0.5477 | 0.4962 | 0.5477 | 0.7401 |
238
+ | No log | 37.4 | 374 | 0.5141 | 0.4482 | 0.5141 | 0.7170 |
239
+ | No log | 37.6 | 376 | 0.5230 | 0.4875 | 0.5230 | 0.7232 |
240
+ | No log | 37.8 | 378 | 0.5742 | 0.6078 | 0.5742 | 0.7578 |
241
+ | No log | 38.0 | 380 | 0.6054 | 0.5917 | 0.6054 | 0.7781 |
242
+ | No log | 38.2 | 382 | 0.6112 | 0.5851 | 0.6112 | 0.7818 |
243
+ | No log | 38.4 | 384 | 0.5960 | 0.5664 | 0.5960 | 0.7720 |
244
+ | No log | 38.6 | 386 | 0.5986 | 0.5664 | 0.5986 | 0.7737 |
245
+ | No log | 38.8 | 388 | 0.6817 | 0.4624 | 0.6817 | 0.8256 |
246
+ | No log | 39.0 | 390 | 0.7588 | 0.4687 | 0.7588 | 0.8711 |
247
+ | No log | 39.2 | 392 | 0.8110 | 0.4183 | 0.8110 | 0.9005 |
248
+ | No log | 39.4 | 394 | 0.7772 | 0.4549 | 0.7772 | 0.8816 |
249
+ | No log | 39.6 | 396 | 0.7088 | 0.4144 | 0.7088 | 0.8419 |
250
+ | No log | 39.8 | 398 | 0.6191 | 0.4662 | 0.6191 | 0.7868 |
251
+ | No log | 40.0 | 400 | 0.5648 | 0.4879 | 0.5648 | 0.7515 |
252
+ | No log | 40.2 | 402 | 0.5454 | 0.4238 | 0.5454 | 0.7385 |
253
+ | No log | 40.4 | 404 | 0.5500 | 0.4238 | 0.5500 | 0.7417 |
254
+ | No log | 40.6 | 406 | 0.5881 | 0.5385 | 0.5881 | 0.7669 |
255
+ | No log | 40.8 | 408 | 0.6592 | 0.4862 | 0.6592 | 0.8119 |
256
+ | No log | 41.0 | 410 | 0.6792 | 0.4707 | 0.6792 | 0.8241 |
257
+ | No log | 41.2 | 412 | 0.6866 | 0.4624 | 0.6866 | 0.8286 |
258
+ | No log | 41.4 | 414 | 0.6961 | 0.4624 | 0.6961 | 0.8343 |
259
+ | No log | 41.6 | 416 | 0.7346 | 0.4384 | 0.7346 | 0.8571 |
260
+ | No log | 41.8 | 418 | 0.7791 | 0.4328 | 0.7791 | 0.8827 |
261
+ | No log | 42.0 | 420 | 0.7693 | 0.4484 | 0.7693 | 0.8771 |
262
+ | No log | 42.2 | 422 | 0.7345 | 0.4836 | 0.7345 | 0.8570 |
263
+ | No log | 42.4 | 424 | 0.6880 | 0.4651 | 0.6880 | 0.8294 |
264
+ | No log | 42.6 | 426 | 0.6113 | 0.5008 | 0.6113 | 0.7819 |
265
+ | No log | 42.8 | 428 | 0.5742 | 0.5740 | 0.5742 | 0.7578 |
266
+ | No log | 43.0 | 430 | 0.5390 | 0.5039 | 0.5390 | 0.7341 |
267
+ | No log | 43.2 | 432 | 0.5323 | 0.3953 | 0.5323 | 0.7296 |
268
+ | No log | 43.4 | 434 | 0.5360 | 0.3953 | 0.5360 | 0.7321 |
269
+ | No log | 43.6 | 436 | 0.5529 | 0.4060 | 0.5529 | 0.7436 |
270
+ | No log | 43.8 | 438 | 0.6005 | 0.5411 | 0.6005 | 0.7749 |
271
+ | No log | 44.0 | 440 | 0.6641 | 0.5095 | 0.6641 | 0.8149 |
272
+ | No log | 44.2 | 442 | 0.7466 | 0.4393 | 0.7466 | 0.8640 |
273
+ | No log | 44.4 | 444 | 0.7678 | 0.4091 | 0.7678 | 0.8762 |
274
+ | No log | 44.6 | 446 | 0.7371 | 0.4149 | 0.7371 | 0.8585 |
275
+ | No log | 44.8 | 448 | 0.6403 | 0.5733 | 0.6403 | 0.8002 |
276
+ | No log | 45.0 | 450 | 0.5718 | 0.5622 | 0.5718 | 0.7562 |
277
+ | No log | 45.2 | 452 | 0.5495 | 0.4292 | 0.5495 | 0.7413 |
278
+ | No log | 45.4 | 454 | 0.5226 | 0.4444 | 0.5226 | 0.7229 |
279
+ | No log | 45.6 | 456 | 0.5217 | 0.4267 | 0.5217 | 0.7223 |
280
+ | No log | 45.8 | 458 | 0.5513 | 0.4292 | 0.5513 | 0.7425 |
281
+ | No log | 46.0 | 460 | 0.6032 | 0.5149 | 0.6032 | 0.7767 |
282
+ | No log | 46.2 | 462 | 0.6441 | 0.5554 | 0.6441 | 0.8026 |
283
+ | No log | 46.4 | 464 | 0.6471 | 0.5045 | 0.6471 | 0.8044 |
284
+ | No log | 46.6 | 466 | 0.6201 | 0.5131 | 0.6201 | 0.7874 |
285
+ | No log | 46.8 | 468 | 0.5691 | 0.4354 | 0.5691 | 0.7544 |
286
+ | No log | 47.0 | 470 | 0.5273 | 0.3953 | 0.5273 | 0.7261 |
287
+ | No log | 47.2 | 472 | 0.5150 | 0.3688 | 0.5150 | 0.7176 |
288
+ | No log | 47.4 | 474 | 0.5155 | 0.3688 | 0.5155 | 0.7180 |
289
+ | No log | 47.6 | 476 | 0.5204 | 0.3980 | 0.5204 | 0.7214 |
290
+ | No log | 47.8 | 478 | 0.5455 | 0.3953 | 0.5455 | 0.7386 |
291
+ | No log | 48.0 | 480 | 0.5839 | 0.5189 | 0.5839 | 0.7641 |
292
+ | No log | 48.2 | 482 | 0.6091 | 0.4905 | 0.6091 | 0.7805 |
293
+ | No log | 48.4 | 484 | 0.6240 | 0.4815 | 0.6240 | 0.7900 |
294
+ | No log | 48.6 | 486 | 0.6232 | 0.4824 | 0.6232 | 0.7894 |
295
+ | No log | 48.8 | 488 | 0.6091 | 0.4306 | 0.6091 | 0.7805 |
296
+ | No log | 49.0 | 490 | 0.5863 | 0.4592 | 0.5863 | 0.7657 |
297
+ | No log | 49.2 | 492 | 0.5749 | 0.4592 | 0.5749 | 0.7582 |
298
+ | No log | 49.4 | 494 | 0.5771 | 0.4592 | 0.5771 | 0.7597 |
299
+ | No log | 49.6 | 496 | 0.5943 | 0.4592 | 0.5943 | 0.7709 |
300
+ | No log | 49.8 | 498 | 0.5961 | 0.4592 | 0.5961 | 0.7721 |
301
+ | 0.2325 | 50.0 | 500 | 0.6115 | 0.4502 | 0.6115 | 0.7820 |
302
+ | 0.2325 | 50.2 | 502 | 0.6696 | 0.5027 | 0.6696 | 0.8183 |
303
+ | 0.2325 | 50.4 | 504 | 0.7128 | 0.4912 | 0.7128 | 0.8443 |
304
+ | 0.2325 | 50.6 | 506 | 0.7295 | 0.4835 | 0.7295 | 0.8541 |
305
+ | 0.2325 | 50.8 | 508 | 0.6924 | 0.4275 | 0.6924 | 0.8321 |
306
+ | 0.2325 | 51.0 | 510 | 0.6549 | 0.4728 | 0.6549 | 0.8093 |
307
+ | 0.2325 | 51.2 | 512 | 0.6355 | 0.4731 | 0.6355 | 0.7972 |
308
+ | 0.2325 | 51.4 | 514 | 0.6085 | 0.4569 | 0.6085 | 0.7800 |
309
+ | 0.2325 | 51.6 | 516 | 0.5981 | 0.4035 | 0.5981 | 0.7734 |
310
+ | 0.2325 | 51.8 | 518 | 0.6013 | 0.4306 | 0.6013 | 0.7755 |
311
+ | 0.2325 | 52.0 | 520 | 0.5962 | 0.4306 | 0.5962 | 0.7721 |
312
+ | 0.2325 | 52.2 | 522 | 0.5969 | 0.4306 | 0.5969 | 0.7726 |
313
+ | 0.2325 | 52.4 | 524 | 0.5986 | 0.4306 | 0.5986 | 0.7737 |
314
 
315
 
316
  ### Framework versions