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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_task5_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: 0.7176
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- - Qwk: 0.5786
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- - Mse: 0.7176
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- - Rmse: 0.8471
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  ## Model description
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@@ -47,258 +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 | 0.4 | 2 | 3.8382 | 0.0024 | 3.8382 | 1.9591 |
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- | No log | 0.8 | 4 | 1.8005 | -0.0046 | 1.8005 | 1.3418 |
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- | No log | 1.2 | 6 | 1.2756 | 0.0380 | 1.2756 | 1.1294 |
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- | No log | 1.6 | 8 | 0.9884 | 0.3288 | 0.9884 | 0.9942 |
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- | No log | 2.0 | 10 | 1.0934 | 0.1203 | 1.0934 | 1.0456 |
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- | No log | 2.4 | 12 | 1.1241 | 0.0445 | 1.1241 | 1.0602 |
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- | No log | 2.8 | 14 | 0.9857 | 0.1076 | 0.9857 | 0.9928 |
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- | No log | 3.2 | 16 | 0.9150 | 0.3094 | 0.9150 | 0.9565 |
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- | No log | 3.6 | 18 | 0.9283 | 0.2740 | 0.9283 | 0.9635 |
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- | No log | 4.0 | 20 | 0.9558 | 0.3365 | 0.9558 | 0.9776 |
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- | No log | 4.4 | 22 | 1.0006 | 0.3813 | 1.0006 | 1.0003 |
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- | No log | 4.8 | 24 | 0.9706 | 0.3243 | 0.9706 | 0.9852 |
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- | No log | 5.2 | 26 | 0.9353 | 0.2670 | 0.9353 | 0.9671 |
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- | No log | 5.6 | 28 | 0.9062 | 0.3666 | 0.9062 | 0.9519 |
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- | No log | 6.0 | 30 | 0.8772 | 0.3284 | 0.8772 | 0.9366 |
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- | No log | 6.4 | 32 | 0.8651 | 0.4181 | 0.8651 | 0.9301 |
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- | No log | 6.8 | 34 | 0.8172 | 0.4794 | 0.8172 | 0.9040 |
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- | No log | 7.2 | 36 | 0.7994 | 0.4856 | 0.7994 | 0.8941 |
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- | No log | 7.6 | 38 | 0.7923 | 0.5081 | 0.7923 | 0.8901 |
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- | No log | 8.0 | 40 | 0.7787 | 0.5416 | 0.7787 | 0.8824 |
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- | No log | 8.4 | 42 | 0.8595 | 0.4920 | 0.8595 | 0.9271 |
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- | No log | 8.8 | 44 | 0.7800 | 0.6002 | 0.7800 | 0.8832 |
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- | No log | 9.2 | 46 | 0.8010 | 0.5668 | 0.8010 | 0.8950 |
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- | No log | 9.6 | 48 | 0.7995 | 0.4840 | 0.7995 | 0.8941 |
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- | No log | 10.0 | 50 | 0.7166 | 0.5343 | 0.7166 | 0.8465 |
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- | No log | 10.4 | 52 | 0.7205 | 0.5463 | 0.7205 | 0.8488 |
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- | No log | 10.8 | 54 | 0.8152 | 0.4604 | 0.8152 | 0.9029 |
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- | No log | 11.2 | 56 | 0.9522 | 0.4581 | 0.9522 | 0.9758 |
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- | No log | 11.6 | 58 | 0.8353 | 0.4815 | 0.8353 | 0.9139 |
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- | No log | 12.0 | 60 | 0.7623 | 0.5888 | 0.7623 | 0.8731 |
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- | No log | 12.4 | 62 | 0.8340 | 0.5918 | 0.8340 | 0.9132 |
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- | No log | 12.8 | 64 | 0.7526 | 0.5773 | 0.7526 | 0.8675 |
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- | No log | 13.2 | 66 | 0.7967 | 0.4648 | 0.7967 | 0.8926 |
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- | No log | 13.6 | 68 | 0.9656 | 0.5087 | 0.9656 | 0.9827 |
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- | No log | 14.0 | 70 | 1.0849 | 0.4948 | 1.0849 | 1.0416 |
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- | No log | 14.4 | 72 | 0.9503 | 0.4152 | 0.9503 | 0.9748 |
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- | No log | 14.8 | 74 | 0.7793 | 0.4419 | 0.7793 | 0.8828 |
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- | No log | 15.2 | 76 | 0.7711 | 0.5057 | 0.7711 | 0.8781 |
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- | No log | 15.6 | 78 | 0.7976 | 0.4777 | 0.7976 | 0.8931 |
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- | No log | 16.0 | 80 | 0.7876 | 0.5107 | 0.7876 | 0.8875 |
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- | No log | 16.4 | 82 | 0.7822 | 0.5484 | 0.7822 | 0.8844 |
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- | No log | 16.8 | 84 | 0.9296 | 0.4490 | 0.9296 | 0.9642 |
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- | No log | 17.2 | 86 | 0.9086 | 0.4490 | 0.9086 | 0.9532 |
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- | No log | 17.6 | 88 | 0.7450 | 0.5419 | 0.7450 | 0.8631 |
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- | No log | 18.0 | 90 | 0.8070 | 0.4671 | 0.8070 | 0.8983 |
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- | No log | 18.4 | 92 | 0.8406 | 0.4582 | 0.8406 | 0.9168 |
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- | No log | 18.8 | 94 | 0.7251 | 0.5517 | 0.7251 | 0.8516 |
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- | No log | 19.2 | 96 | 0.7341 | 0.5279 | 0.7341 | 0.8568 |
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- | No log | 19.6 | 98 | 0.8239 | 0.4920 | 0.8239 | 0.9077 |
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- | No log | 20.0 | 100 | 0.7645 | 0.5736 | 0.7645 | 0.8744 |
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- | No log | 20.4 | 102 | 0.7653 | 0.5567 | 0.7653 | 0.8748 |
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- | No log | 20.8 | 104 | 0.8343 | 0.5542 | 0.8343 | 0.9134 |
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- | No log | 21.2 | 106 | 0.7524 | 0.4944 | 0.7524 | 0.8674 |
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- | No log | 21.6 | 108 | 0.7663 | 0.4954 | 0.7663 | 0.8754 |
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- | No log | 22.0 | 110 | 0.8204 | 0.4695 | 0.8204 | 0.9058 |
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- | No log | 22.4 | 112 | 0.8365 | 0.4799 | 0.8365 | 0.9146 |
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- | No log | 22.8 | 114 | 0.7721 | 0.5173 | 0.7721 | 0.8787 |
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- | No log | 23.2 | 116 | 0.7269 | 0.5797 | 0.7269 | 0.8526 |
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- | No log | 23.6 | 118 | 0.7297 | 0.5797 | 0.7297 | 0.8542 |
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- | No log | 24.0 | 120 | 0.7512 | 0.5317 | 0.7512 | 0.8667 |
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- | No log | 24.4 | 122 | 0.7528 | 0.5700 | 0.7528 | 0.8676 |
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- | No log | 24.8 | 124 | 0.7550 | 0.5855 | 0.7550 | 0.8689 |
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- | No log | 25.2 | 126 | 0.7831 | 0.4509 | 0.7831 | 0.8849 |
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- | No log | 25.6 | 128 | 0.7699 | 0.3785 | 0.7699 | 0.8774 |
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- | No log | 26.0 | 130 | 0.7569 | 0.5510 | 0.7569 | 0.8700 |
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- | No log | 26.4 | 132 | 0.7594 | 0.5305 | 0.7594 | 0.8714 |
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- | No log | 26.8 | 134 | 0.7434 | 0.5197 | 0.7434 | 0.8622 |
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- | No log | 27.2 | 136 | 0.7237 | 0.5666 | 0.7237 | 0.8507 |
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- | No log | 27.6 | 138 | 0.7316 | 0.5546 | 0.7316 | 0.8553 |
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- | No log | 28.0 | 140 | 0.7301 | 0.5866 | 0.7301 | 0.8544 |
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- | No log | 28.4 | 142 | 0.7600 | 0.5183 | 0.7600 | 0.8718 |
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- | No log | 28.8 | 144 | 0.7710 | 0.5076 | 0.7710 | 0.8780 |
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- | No log | 29.2 | 146 | 0.7524 | 0.4321 | 0.7524 | 0.8674 |
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- | No log | 29.6 | 148 | 0.7510 | 0.5204 | 0.7510 | 0.8666 |
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- | No log | 30.0 | 150 | 0.7521 | 0.5329 | 0.7521 | 0.8673 |
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- | No log | 30.4 | 152 | 0.7568 | 0.5877 | 0.7568 | 0.8699 |
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- | No log | 30.8 | 154 | 0.7693 | 0.5404 | 0.7693 | 0.8771 |
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- | No log | 31.2 | 156 | 0.7845 | 0.5291 | 0.7845 | 0.8857 |
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- | No log | 31.6 | 158 | 0.7549 | 0.5404 | 0.7549 | 0.8689 |
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- | No log | 32.0 | 160 | 0.7419 | 0.5898 | 0.7419 | 0.8613 |
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- | No log | 32.4 | 162 | 0.7771 | 0.4414 | 0.7771 | 0.8815 |
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- | No log | 32.8 | 164 | 0.7543 | 0.4733 | 0.7543 | 0.8685 |
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- | No log | 33.2 | 166 | 0.7598 | 0.5304 | 0.7598 | 0.8716 |
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- | No log | 33.6 | 168 | 0.7841 | 0.5175 | 0.7841 | 0.8855 |
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- | No log | 34.0 | 170 | 0.7639 | 0.5422 | 0.7639 | 0.8740 |
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- | No log | 34.4 | 172 | 0.7619 | 0.4252 | 0.7619 | 0.8729 |
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- | No log | 34.8 | 174 | 0.7744 | 0.4399 | 0.7744 | 0.8800 |
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- | No log | 35.2 | 176 | 0.7641 | 0.4505 | 0.7641 | 0.8741 |
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- | No log | 35.6 | 178 | 0.7462 | 0.6032 | 0.7462 | 0.8639 |
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- | No log | 36.0 | 180 | 0.7831 | 0.6066 | 0.7831 | 0.8849 |
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- | No log | 36.4 | 182 | 0.7892 | 0.5776 | 0.7892 | 0.8884 |
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- | No log | 36.8 | 184 | 0.7510 | 0.5902 | 0.7510 | 0.8666 |
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- | No log | 37.2 | 186 | 0.7400 | 0.5654 | 0.7400 | 0.8603 |
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- | No log | 37.6 | 188 | 0.7256 | 0.5874 | 0.7256 | 0.8518 |
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- | No log | 38.0 | 190 | 0.7302 | 0.5763 | 0.7302 | 0.8545 |
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- | No log | 38.4 | 192 | 0.7550 | 0.5676 | 0.7550 | 0.8689 |
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- | No log | 38.8 | 194 | 0.7711 | 0.5003 | 0.7711 | 0.8781 |
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- | No log | 39.2 | 196 | 0.7906 | 0.5217 | 0.7906 | 0.8892 |
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- | No log | 39.6 | 198 | 0.7753 | 0.4980 | 0.7753 | 0.8805 |
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- | No log | 40.0 | 200 | 0.7448 | 0.5246 | 0.7448 | 0.8630 |
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- | No log | 40.4 | 202 | 0.7323 | 0.5902 | 0.7323 | 0.8557 |
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- | No log | 40.8 | 204 | 0.7369 | 0.5610 | 0.7369 | 0.8584 |
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- | No log | 41.2 | 206 | 0.7238 | 0.5614 | 0.7238 | 0.8508 |
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- | No log | 41.6 | 208 | 0.7195 | 0.5861 | 0.7195 | 0.8483 |
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- | No log | 42.0 | 210 | 0.7384 | 0.4414 | 0.7384 | 0.8593 |
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- | No log | 42.4 | 212 | 0.7280 | 0.4856 | 0.7280 | 0.8532 |
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- | No log | 42.8 | 214 | 0.7058 | 0.5774 | 0.7058 | 0.8401 |
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- | No log | 43.2 | 216 | 0.7617 | 0.5279 | 0.7617 | 0.8728 |
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- | No log | 43.6 | 218 | 0.8058 | 0.5033 | 0.8058 | 0.8976 |
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- | No log | 44.0 | 220 | 0.7826 | 0.5033 | 0.7826 | 0.8846 |
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- | No log | 44.4 | 222 | 0.7240 | 0.5534 | 0.7240 | 0.8509 |
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- | No log | 44.8 | 224 | 0.7058 | 0.5261 | 0.7058 | 0.8401 |
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- | No log | 45.2 | 226 | 0.7015 | 0.5373 | 0.7015 | 0.8376 |
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- | No log | 45.6 | 228 | 0.7118 | 0.5552 | 0.7118 | 0.8437 |
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- | No log | 46.0 | 230 | 0.7752 | 0.5137 | 0.7752 | 0.8805 |
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- | No log | 46.4 | 232 | 0.7650 | 0.5137 | 0.7650 | 0.8746 |
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- | No log | 46.8 | 234 | 0.7226 | 0.5510 | 0.7226 | 0.8500 |
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- | No log | 47.2 | 236 | 0.6916 | 0.5719 | 0.6916 | 0.8316 |
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- | No log | 47.6 | 238 | 0.6681 | 0.5540 | 0.6681 | 0.8174 |
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- | No log | 48.0 | 240 | 0.6720 | 0.5540 | 0.6720 | 0.8198 |
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- | No log | 48.4 | 242 | 0.7065 | 0.5642 | 0.7065 | 0.8405 |
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- | No log | 48.8 | 244 | 0.7229 | 0.5504 | 0.7229 | 0.8503 |
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- | No log | 49.2 | 246 | 0.7358 | 0.5266 | 0.7358 | 0.8578 |
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- | No log | 49.6 | 248 | 0.7348 | 0.5266 | 0.7348 | 0.8572 |
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- | No log | 50.0 | 250 | 0.7703 | 0.5137 | 0.7703 | 0.8777 |
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- | No log | 50.4 | 252 | 0.7630 | 0.5254 | 0.7630 | 0.8735 |
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- | No log | 50.8 | 254 | 0.7213 | 0.5510 | 0.7213 | 0.8493 |
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- | No log | 51.2 | 256 | 0.7065 | 0.5751 | 0.7065 | 0.8405 |
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- | No log | 51.6 | 258 | 0.7100 | 0.6092 | 0.7100 | 0.8426 |
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- | No log | 52.0 | 260 | 0.7289 | 0.5318 | 0.7289 | 0.8538 |
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- | No log | 52.4 | 262 | 0.7476 | 0.5173 | 0.7476 | 0.8647 |
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- | No log | 52.8 | 264 | 0.7476 | 0.5046 | 0.7476 | 0.8647 |
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- | No log | 53.2 | 266 | 0.7277 | 0.5368 | 0.7277 | 0.8530 |
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- | No log | 53.6 | 268 | 0.6969 | 0.5719 | 0.6969 | 0.8348 |
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- | No log | 54.0 | 270 | 0.6898 | 0.6094 | 0.6898 | 0.8305 |
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- | No log | 54.4 | 272 | 0.6958 | 0.5575 | 0.6958 | 0.8341 |
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- | No log | 54.8 | 274 | 0.6943 | 0.5891 | 0.6943 | 0.8332 |
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- | No log | 55.2 | 276 | 0.7072 | 0.5317 | 0.7072 | 0.8410 |
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- | No log | 55.6 | 278 | 0.7164 | 0.5858 | 0.7164 | 0.8464 |
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- | No log | 56.0 | 280 | 0.7116 | 0.5880 | 0.7116 | 0.8435 |
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- | No log | 56.4 | 282 | 0.7140 | 0.5880 | 0.7140 | 0.8450 |
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- | No log | 56.8 | 284 | 0.7278 | 0.5986 | 0.7278 | 0.8531 |
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- | No log | 57.2 | 286 | 0.7376 | 0.5763 | 0.7376 | 0.8588 |
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- | No log | 57.6 | 288 | 0.7347 | 0.5763 | 0.7347 | 0.8571 |
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- | No log | 58.0 | 290 | 0.7179 | 0.6014 | 0.7179 | 0.8473 |
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- | No log | 58.4 | 292 | 0.7088 | 0.5917 | 0.7088 | 0.8419 |
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- | No log | 58.8 | 294 | 0.7042 | 0.5917 | 0.7042 | 0.8392 |
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- | No log | 59.2 | 296 | 0.7134 | 0.5996 | 0.7134 | 0.8446 |
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- | No log | 59.6 | 298 | 0.7462 | 0.5521 | 0.7462 | 0.8638 |
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- | No log | 60.0 | 300 | 0.7790 | 0.5491 | 0.7790 | 0.8826 |
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- | No log | 60.4 | 302 | 0.8139 | 0.4681 | 0.8139 | 0.9022 |
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- | No log | 60.8 | 304 | 0.8218 | 0.4681 | 0.8218 | 0.9066 |
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- | No log | 61.2 | 306 | 0.8097 | 0.5027 | 0.8097 | 0.8998 |
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- | No log | 61.6 | 308 | 0.7679 | 0.5509 | 0.7679 | 0.8763 |
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- | No log | 62.0 | 310 | 0.7170 | 0.5700 | 0.7170 | 0.8468 |
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- | No log | 62.4 | 312 | 0.7059 | 0.6065 | 0.7059 | 0.8402 |
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- | No log | 62.8 | 314 | 0.7081 | 0.5724 | 0.7081 | 0.8415 |
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- | No log | 63.2 | 316 | 0.7119 | 0.5701 | 0.7119 | 0.8437 |
210
- | No log | 63.6 | 318 | 0.7203 | 0.6084 | 0.7203 | 0.8487 |
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- | No log | 64.0 | 320 | 0.7376 | 0.5944 | 0.7376 | 0.8588 |
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- | No log | 64.4 | 322 | 0.7441 | 0.5944 | 0.7441 | 0.8626 |
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- | No log | 64.8 | 324 | 0.7487 | 0.5944 | 0.7487 | 0.8653 |
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- | No log | 65.2 | 326 | 0.7378 | 0.6084 | 0.7378 | 0.8590 |
215
- | No log | 65.6 | 328 | 0.7383 | 0.5557 | 0.7383 | 0.8592 |
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- | No log | 66.0 | 330 | 0.7705 | 0.4196 | 0.7705 | 0.8778 |
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- | No log | 66.4 | 332 | 0.7817 | 0.4196 | 0.7817 | 0.8841 |
218
- | No log | 66.8 | 334 | 0.7485 | 0.4017 | 0.7485 | 0.8652 |
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- | No log | 67.2 | 336 | 0.7241 | 0.5902 | 0.7241 | 0.8509 |
220
- | No log | 67.6 | 338 | 0.7402 | 0.5522 | 0.7402 | 0.8603 |
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- | No log | 68.0 | 340 | 0.7700 | 0.5385 | 0.7700 | 0.8775 |
222
- | No log | 68.4 | 342 | 0.7731 | 0.5400 | 0.7731 | 0.8793 |
223
- | No log | 68.8 | 344 | 0.7664 | 0.5527 | 0.7664 | 0.8754 |
224
- | No log | 69.2 | 346 | 0.7621 | 0.5306 | 0.7621 | 0.8730 |
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- | No log | 69.6 | 348 | 0.7532 | 0.5696 | 0.7532 | 0.8679 |
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- | No log | 70.0 | 350 | 0.7496 | 0.5799 | 0.7496 | 0.8658 |
227
- | No log | 70.4 | 352 | 0.7425 | 0.5799 | 0.7425 | 0.8617 |
228
- | No log | 70.8 | 354 | 0.7318 | 0.5787 | 0.7318 | 0.8555 |
229
- | No log | 71.2 | 356 | 0.7290 | 0.5975 | 0.7290 | 0.8538 |
230
- | No log | 71.6 | 358 | 0.7340 | 0.5494 | 0.7340 | 0.8567 |
231
- | No log | 72.0 | 360 | 0.7281 | 0.5699 | 0.7281 | 0.8533 |
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- | No log | 72.4 | 362 | 0.7158 | 0.6028 | 0.7158 | 0.8461 |
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- | No log | 72.8 | 364 | 0.7030 | 0.6256 | 0.7030 | 0.8385 |
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- | No log | 73.2 | 366 | 0.7017 | 0.6104 | 0.7017 | 0.8377 |
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- | No log | 73.6 | 368 | 0.7049 | 0.6383 | 0.7049 | 0.8396 |
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- | No log | 74.0 | 370 | 0.7048 | 0.6104 | 0.7048 | 0.8395 |
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- | No log | 74.4 | 372 | 0.7082 | 0.6256 | 0.7082 | 0.8416 |
238
- | No log | 74.8 | 374 | 0.7187 | 0.6055 | 0.7187 | 0.8477 |
239
- | No log | 75.2 | 376 | 0.7238 | 0.5730 | 0.7238 | 0.8508 |
240
- | No log | 75.6 | 378 | 0.7263 | 0.5730 | 0.7263 | 0.8522 |
241
- | No log | 76.0 | 380 | 0.7209 | 0.5730 | 0.7209 | 0.8491 |
242
- | No log | 76.4 | 382 | 0.7107 | 0.5730 | 0.7107 | 0.8430 |
243
- | No log | 76.8 | 384 | 0.7043 | 0.6380 | 0.7043 | 0.8392 |
244
- | No log | 77.2 | 386 | 0.7010 | 0.6278 | 0.7010 | 0.8372 |
245
- | No log | 77.6 | 388 | 0.7011 | 0.6055 | 0.7011 | 0.8373 |
246
- | No log | 78.0 | 390 | 0.7000 | 0.5969 | 0.7000 | 0.8367 |
247
- | No log | 78.4 | 392 | 0.7025 | 0.5996 | 0.7025 | 0.8382 |
248
- | No log | 78.8 | 394 | 0.7123 | 0.6073 | 0.7123 | 0.8440 |
249
- | No log | 79.2 | 396 | 0.7169 | 0.5666 | 0.7169 | 0.8467 |
250
- | No log | 79.6 | 398 | 0.7214 | 0.5318 | 0.7214 | 0.8493 |
251
- | No log | 80.0 | 400 | 0.7216 | 0.5413 | 0.7216 | 0.8495 |
252
- | No log | 80.4 | 402 | 0.7207 | 0.5763 | 0.7207 | 0.8489 |
253
- | No log | 80.8 | 404 | 0.7134 | 0.5676 | 0.7134 | 0.8447 |
254
- | No log | 81.2 | 406 | 0.7057 | 0.5786 | 0.7057 | 0.8400 |
255
- | No log | 81.6 | 408 | 0.7028 | 0.5996 | 0.7028 | 0.8383 |
256
- | No log | 82.0 | 410 | 0.7009 | 0.5996 | 0.7009 | 0.8372 |
257
- | No log | 82.4 | 412 | 0.7067 | 0.5786 | 0.7067 | 0.8406 |
258
- | No log | 82.8 | 414 | 0.7096 | 0.5786 | 0.7096 | 0.8424 |
259
- | No log | 83.2 | 416 | 0.7134 | 0.5786 | 0.7134 | 0.8447 |
260
- | No log | 83.6 | 418 | 0.7180 | 0.5317 | 0.7180 | 0.8473 |
261
- | No log | 84.0 | 420 | 0.7128 | 0.5786 | 0.7128 | 0.8443 |
262
- | No log | 84.4 | 422 | 0.7043 | 0.5996 | 0.7043 | 0.8392 |
263
- | No log | 84.8 | 424 | 0.7018 | 0.6025 | 0.7018 | 0.8377 |
264
- | No log | 85.2 | 426 | 0.7044 | 0.5996 | 0.7044 | 0.8393 |
265
- | No log | 85.6 | 428 | 0.7108 | 0.5969 | 0.7108 | 0.8431 |
266
- | No log | 86.0 | 430 | 0.7182 | 0.5763 | 0.7182 | 0.8474 |
267
- | No log | 86.4 | 432 | 0.7193 | 0.5763 | 0.7193 | 0.8481 |
268
- | No log | 86.8 | 434 | 0.7154 | 0.5810 | 0.7154 | 0.8458 |
269
- | No log | 87.2 | 436 | 0.7131 | 0.5822 | 0.7131 | 0.8444 |
270
- | No log | 87.6 | 438 | 0.7110 | 0.6025 | 0.7110 | 0.8432 |
271
- | No log | 88.0 | 440 | 0.7096 | 0.5996 | 0.7096 | 0.8424 |
272
- | No log | 88.4 | 442 | 0.7098 | 0.5996 | 0.7098 | 0.8425 |
273
- | No log | 88.8 | 444 | 0.7137 | 0.5996 | 0.7137 | 0.8448 |
274
- | No log | 89.2 | 446 | 0.7223 | 0.5959 | 0.7223 | 0.8499 |
275
- | No log | 89.6 | 448 | 0.7338 | 0.5380 | 0.7338 | 0.8566 |
276
- | No log | 90.0 | 450 | 0.7410 | 0.5470 | 0.7410 | 0.8608 |
277
- | No log | 90.4 | 452 | 0.7418 | 0.5470 | 0.7418 | 0.8613 |
278
- | No log | 90.8 | 454 | 0.7364 | 0.5366 | 0.7364 | 0.8582 |
279
- | No log | 91.2 | 456 | 0.7306 | 0.5844 | 0.7306 | 0.8547 |
280
- | No log | 91.6 | 458 | 0.7241 | 0.5986 | 0.7241 | 0.8509 |
281
- | No log | 92.0 | 460 | 0.7211 | 0.5786 | 0.7211 | 0.8492 |
282
- | No log | 92.4 | 462 | 0.7208 | 0.5786 | 0.7208 | 0.8490 |
283
- | No log | 92.8 | 464 | 0.7224 | 0.5786 | 0.7224 | 0.8499 |
284
- | No log | 93.2 | 466 | 0.7225 | 0.5786 | 0.7225 | 0.8500 |
285
- | No log | 93.6 | 468 | 0.7218 | 0.5786 | 0.7218 | 0.8496 |
286
- | No log | 94.0 | 470 | 0.7207 | 0.5786 | 0.7207 | 0.8490 |
287
- | No log | 94.4 | 472 | 0.7190 | 0.5786 | 0.7190 | 0.8479 |
288
- | No log | 94.8 | 474 | 0.7192 | 0.5786 | 0.7192 | 0.8481 |
289
- | No log | 95.2 | 476 | 0.7210 | 0.5786 | 0.7210 | 0.8491 |
290
- | No log | 95.6 | 478 | 0.7210 | 0.5786 | 0.7210 | 0.8491 |
291
- | No log | 96.0 | 480 | 0.7205 | 0.5786 | 0.7205 | 0.8488 |
292
- | No log | 96.4 | 482 | 0.7209 | 0.5786 | 0.7209 | 0.8490 |
293
- | No log | 96.8 | 484 | 0.7208 | 0.5786 | 0.7208 | 0.8490 |
294
- | No log | 97.2 | 486 | 0.7204 | 0.5786 | 0.7204 | 0.8488 |
295
- | No log | 97.6 | 488 | 0.7200 | 0.5786 | 0.7200 | 0.8485 |
296
- | No log | 98.0 | 490 | 0.7196 | 0.5786 | 0.7196 | 0.8483 |
297
- | No log | 98.4 | 492 | 0.7186 | 0.5786 | 0.7186 | 0.8477 |
298
- | No log | 98.8 | 494 | 0.7181 | 0.5786 | 0.7181 | 0.8474 |
299
- | No log | 99.2 | 496 | 0.7177 | 0.5786 | 0.7177 | 0.8472 |
300
- | No log | 99.6 | 498 | 0.7176 | 0.5786 | 0.7176 | 0.8471 |
301
- | 0.1586 | 100.0 | 500 | 0.7176 | 0.5786 | 0.7176 | 0.8471 |
 
 
 
 
 
302
 
303
 
304
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task5_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_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task5_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: 0.7457
19
+ - Qwk: 0.5372
20
+ - Mse: 0.7457
21
+ - Rmse: 0.8636
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.2222 | 2 | 3.8336 | -0.0332 | 3.8336 | 1.9580 |
53
+ | No log | 0.4444 | 4 | 2.1577 | 0.0816 | 2.1577 | 1.4689 |
54
+ | No log | 0.6667 | 6 | 1.3138 | 0.1142 | 1.3138 | 1.1462 |
55
+ | No log | 0.8889 | 8 | 1.0630 | 0.2391 | 1.0630 | 1.0310 |
56
+ | No log | 1.1111 | 10 | 1.0292 | 0.3048 | 1.0292 | 1.0145 |
57
+ | No log | 1.3333 | 12 | 1.0459 | 0.1954 | 1.0459 | 1.0227 |
58
+ | No log | 1.5556 | 14 | 1.1124 | 0.1657 | 1.1124 | 1.0547 |
59
+ | No log | 1.7778 | 16 | 1.2891 | 0.0256 | 1.2891 | 1.1354 |
60
+ | No log | 2.0 | 18 | 1.2912 | -0.0296 | 1.2912 | 1.1363 |
61
+ | No log | 2.2222 | 20 | 1.1895 | 0.0627 | 1.1895 | 1.0906 |
62
+ | No log | 2.4444 | 22 | 1.3410 | 0.0399 | 1.3410 | 1.1580 |
63
+ | No log | 2.6667 | 24 | 1.3003 | 0.0769 | 1.3003 | 1.1403 |
64
+ | No log | 2.8889 | 26 | 1.0863 | 0.0967 | 1.0863 | 1.0423 |
65
+ | No log | 3.1111 | 28 | 0.9979 | 0.2841 | 0.9979 | 0.9989 |
66
+ | No log | 3.3333 | 30 | 0.9876 | 0.1981 | 0.9876 | 0.9938 |
67
+ | No log | 3.5556 | 32 | 0.9706 | 0.2149 | 0.9706 | 0.9852 |
68
+ | No log | 3.7778 | 34 | 0.9023 | 0.3498 | 0.9023 | 0.9499 |
69
+ | No log | 4.0 | 36 | 0.9478 | 0.3645 | 0.9478 | 0.9736 |
70
+ | No log | 4.2222 | 38 | 0.9862 | 0.2958 | 0.9862 | 0.9931 |
71
+ | No log | 4.4444 | 40 | 0.9697 | 0.2958 | 0.9697 | 0.9847 |
72
+ | No log | 4.6667 | 42 | 0.8208 | 0.4256 | 0.8208 | 0.9060 |
73
+ | No log | 4.8889 | 44 | 0.7774 | 0.4384 | 0.7774 | 0.8817 |
74
+ | No log | 5.1111 | 46 | 0.7648 | 0.4951 | 0.7648 | 0.8745 |
75
+ | No log | 5.3333 | 48 | 0.7551 | 0.5436 | 0.7551 | 0.8690 |
76
+ | No log | 5.5556 | 50 | 0.7526 | 0.4893 | 0.7526 | 0.8675 |
77
+ | No log | 5.7778 | 52 | 0.7465 | 0.5247 | 0.7465 | 0.8640 |
78
+ | No log | 6.0 | 54 | 0.7699 | 0.5438 | 0.7699 | 0.8774 |
79
+ | No log | 6.2222 | 56 | 0.8654 | 0.4796 | 0.8654 | 0.9303 |
80
+ | No log | 6.4444 | 58 | 0.8348 | 0.5188 | 0.8348 | 0.9137 |
81
+ | No log | 6.6667 | 60 | 0.8063 | 0.4304 | 0.8063 | 0.8979 |
82
+ | No log | 6.8889 | 62 | 0.8675 | 0.4467 | 0.8675 | 0.9314 |
83
+ | No log | 7.1111 | 64 | 0.7943 | 0.4321 | 0.7943 | 0.8912 |
84
+ | No log | 7.3333 | 66 | 0.8179 | 0.5243 | 0.8179 | 0.9044 |
85
+ | No log | 7.5556 | 68 | 0.9066 | 0.4898 | 0.9066 | 0.9522 |
86
+ | No log | 7.7778 | 70 | 0.8224 | 0.4907 | 0.8224 | 0.9068 |
87
+ | No log | 8.0 | 72 | 0.7027 | 0.5626 | 0.7027 | 0.8383 |
88
+ | No log | 8.2222 | 74 | 0.6780 | 0.6451 | 0.6780 | 0.8234 |
89
+ | No log | 8.4444 | 76 | 0.7229 | 0.5410 | 0.7229 | 0.8502 |
90
+ | No log | 8.6667 | 78 | 0.7739 | 0.5591 | 0.7739 | 0.8797 |
91
+ | No log | 8.8889 | 80 | 0.7733 | 0.5902 | 0.7733 | 0.8794 |
92
+ | No log | 9.1111 | 82 | 0.7911 | 0.5611 | 0.7911 | 0.8894 |
93
+ | No log | 9.3333 | 84 | 0.7158 | 0.5618 | 0.7158 | 0.8461 |
94
+ | No log | 9.5556 | 86 | 0.6532 | 0.6104 | 0.6532 | 0.8082 |
95
+ | No log | 9.7778 | 88 | 0.6452 | 0.6354 | 0.6452 | 0.8033 |
96
+ | No log | 10.0 | 90 | 0.7161 | 0.5380 | 0.7161 | 0.8462 |
97
+ | No log | 10.2222 | 92 | 0.7980 | 0.5331 | 0.7980 | 0.8933 |
98
+ | No log | 10.4444 | 94 | 0.6949 | 0.5763 | 0.6949 | 0.8336 |
99
+ | No log | 10.6667 | 96 | 0.6511 | 0.6569 | 0.6511 | 0.8069 |
100
+ | No log | 10.8889 | 98 | 0.6477 | 0.6390 | 0.6477 | 0.8048 |
101
+ | No log | 11.1111 | 100 | 0.6748 | 0.5330 | 0.6748 | 0.8215 |
102
+ | No log | 11.3333 | 102 | 0.8293 | 0.5428 | 0.8293 | 0.9107 |
103
+ | No log | 11.5556 | 104 | 0.8306 | 0.5867 | 0.8306 | 0.9114 |
104
+ | No log | 11.7778 | 106 | 0.7187 | 0.5192 | 0.7187 | 0.8478 |
105
+ | No log | 12.0 | 108 | 0.7163 | 0.6022 | 0.7163 | 0.8463 |
106
+ | No log | 12.2222 | 110 | 0.7169 | 0.6022 | 0.7169 | 0.8467 |
107
+ | No log | 12.4444 | 112 | 0.6915 | 0.5557 | 0.6915 | 0.8316 |
108
+ | No log | 12.6667 | 114 | 0.7423 | 0.5912 | 0.7423 | 0.8615 |
109
+ | No log | 12.8889 | 116 | 0.7890 | 0.5610 | 0.7890 | 0.8882 |
110
+ | No log | 13.1111 | 118 | 0.7416 | 0.5992 | 0.7416 | 0.8612 |
111
+ | No log | 13.3333 | 120 | 0.6555 | 0.6241 | 0.6555 | 0.8096 |
112
+ | No log | 13.5556 | 122 | 0.6300 | 0.6209 | 0.6300 | 0.7937 |
113
+ | No log | 13.7778 | 124 | 0.6367 | 0.6209 | 0.6367 | 0.7979 |
114
+ | No log | 14.0 | 126 | 0.6317 | 0.6361 | 0.6317 | 0.7948 |
115
+ | No log | 14.2222 | 128 | 0.5940 | 0.5944 | 0.5940 | 0.7707 |
116
+ | No log | 14.4444 | 130 | 0.6005 | 0.6091 | 0.6005 | 0.7749 |
117
+ | No log | 14.6667 | 132 | 0.5889 | 0.5919 | 0.5889 | 0.7674 |
118
+ | No log | 14.8889 | 134 | 0.6198 | 0.6282 | 0.6198 | 0.7872 |
119
+ | No log | 15.1111 | 136 | 0.6139 | 0.6209 | 0.6139 | 0.7835 |
120
+ | No log | 15.3333 | 138 | 0.5827 | 0.5972 | 0.5827 | 0.7633 |
121
+ | No log | 15.5556 | 140 | 0.5741 | 0.6175 | 0.5741 | 0.7577 |
122
+ | No log | 15.7778 | 142 | 0.6153 | 0.6272 | 0.6153 | 0.7844 |
123
+ | No log | 16.0 | 144 | 0.6469 | 0.6209 | 0.6469 | 0.8043 |
124
+ | No log | 16.2222 | 146 | 0.6112 | 0.6429 | 0.6112 | 0.7818 |
125
+ | No log | 16.4444 | 148 | 0.5612 | 0.6822 | 0.5612 | 0.7492 |
126
+ | No log | 16.6667 | 150 | 0.5608 | 0.6866 | 0.5608 | 0.7489 |
127
+ | No log | 16.8889 | 152 | 0.5761 | 0.6584 | 0.5761 | 0.7590 |
128
+ | No log | 17.1111 | 154 | 0.7275 | 0.5745 | 0.7275 | 0.8529 |
129
+ | No log | 17.3333 | 156 | 0.7716 | 0.5230 | 0.7716 | 0.8784 |
130
+ | No log | 17.5556 | 158 | 0.6853 | 0.6305 | 0.6853 | 0.8278 |
131
+ | No log | 17.7778 | 160 | 0.6495 | 0.5405 | 0.6495 | 0.8059 |
132
+ | No log | 18.0 | 162 | 0.6351 | 0.5759 | 0.6351 | 0.7969 |
133
+ | No log | 18.2222 | 164 | 0.6688 | 0.6167 | 0.6688 | 0.8178 |
134
+ | No log | 18.4444 | 166 | 0.7520 | 0.6010 | 0.7520 | 0.8672 |
135
+ | No log | 18.6667 | 168 | 0.7454 | 0.6218 | 0.7454 | 0.8634 |
136
+ | No log | 18.8889 | 170 | 0.6268 | 0.6764 | 0.6268 | 0.7917 |
137
+ | No log | 19.1111 | 172 | 0.6768 | 0.5782 | 0.6768 | 0.8227 |
138
+ | No log | 19.3333 | 174 | 0.7543 | 0.5565 | 0.7543 | 0.8685 |
139
+ | No log | 19.5556 | 176 | 0.7019 | 0.5353 | 0.7019 | 0.8378 |
140
+ | No log | 19.7778 | 178 | 0.6055 | 0.5656 | 0.6055 | 0.7781 |
141
+ | No log | 20.0 | 180 | 0.6742 | 0.6032 | 0.6742 | 0.8211 |
142
+ | No log | 20.2222 | 182 | 0.7125 | 0.6160 | 0.7125 | 0.8441 |
143
+ | No log | 20.4444 | 184 | 0.6222 | 0.5975 | 0.6222 | 0.7888 |
144
+ | No log | 20.6667 | 186 | 0.5399 | 0.6623 | 0.5399 | 0.7348 |
145
+ | No log | 20.8889 | 188 | 0.5376 | 0.7007 | 0.5376 | 0.7332 |
146
+ | No log | 21.1111 | 190 | 0.5287 | 0.7285 | 0.5287 | 0.7271 |
147
+ | No log | 21.3333 | 192 | 0.5648 | 0.6510 | 0.5648 | 0.7515 |
148
+ | No log | 21.5556 | 194 | 0.6838 | 0.5686 | 0.6838 | 0.8270 |
149
+ | No log | 21.7778 | 196 | 0.7340 | 0.5686 | 0.7340 | 0.8567 |
150
+ | No log | 22.0 | 198 | 0.6803 | 0.6127 | 0.6803 | 0.8248 |
151
+ | No log | 22.2222 | 200 | 0.6386 | 0.5774 | 0.6386 | 0.7991 |
152
+ | No log | 22.4444 | 202 | 0.6358 | 0.5396 | 0.6358 | 0.7974 |
153
+ | No log | 22.6667 | 204 | 0.6154 | 0.6001 | 0.6154 | 0.7845 |
154
+ | No log | 22.8889 | 206 | 0.6097 | 0.6219 | 0.6097 | 0.7808 |
155
+ | No log | 23.1111 | 208 | 0.6457 | 0.6188 | 0.6457 | 0.8035 |
156
+ | No log | 23.3333 | 210 | 0.7176 | 0.5675 | 0.7176 | 0.8471 |
157
+ | No log | 23.5556 | 212 | 0.7103 | 0.5811 | 0.7103 | 0.8428 |
158
+ | No log | 23.7778 | 214 | 0.6602 | 0.6101 | 0.6602 | 0.8125 |
159
+ | No log | 24.0 | 216 | 0.6328 | 0.6199 | 0.6328 | 0.7955 |
160
+ | No log | 24.2222 | 218 | 0.6270 | 0.6396 | 0.6270 | 0.7918 |
161
+ | No log | 24.4444 | 220 | 0.6488 | 0.6137 | 0.6488 | 0.8055 |
162
+ | No log | 24.6667 | 222 | 0.7151 | 0.6004 | 0.7151 | 0.8457 |
163
+ | No log | 24.8889 | 224 | 0.7710 | 0.5670 | 0.7710 | 0.8780 |
164
+ | No log | 25.1111 | 226 | 0.7801 | 0.5370 | 0.7801 | 0.8832 |
165
+ | No log | 25.3333 | 228 | 0.6991 | 0.6630 | 0.6991 | 0.8361 |
166
+ | No log | 25.5556 | 230 | 0.6230 | 0.6405 | 0.6230 | 0.7893 |
167
+ | No log | 25.7778 | 232 | 0.5948 | 0.6196 | 0.5948 | 0.7712 |
168
+ | No log | 26.0 | 234 | 0.5947 | 0.6317 | 0.5947 | 0.7712 |
169
+ | No log | 26.2222 | 236 | 0.6046 | 0.6327 | 0.6046 | 0.7776 |
170
+ | No log | 26.4444 | 238 | 0.6132 | 0.6122 | 0.6132 | 0.7831 |
171
+ | No log | 26.6667 | 240 | 0.6448 | 0.6386 | 0.6448 | 0.8030 |
172
+ | No log | 26.8889 | 242 | 0.6935 | 0.5988 | 0.6935 | 0.8328 |
173
+ | No log | 27.1111 | 244 | 0.7342 | 0.5788 | 0.7342 | 0.8569 |
174
+ | No log | 27.3333 | 246 | 0.6795 | 0.5788 | 0.6795 | 0.8243 |
175
+ | No log | 27.5556 | 248 | 0.6065 | 0.6102 | 0.6065 | 0.7788 |
176
+ | No log | 27.7778 | 250 | 0.5949 | 0.6335 | 0.5949 | 0.7713 |
177
+ | No log | 28.0 | 252 | 0.5957 | 0.6335 | 0.5957 | 0.7718 |
178
+ | No log | 28.2222 | 254 | 0.6138 | 0.5894 | 0.6138 | 0.7834 |
179
+ | No log | 28.4444 | 256 | 0.6674 | 0.5846 | 0.6674 | 0.8170 |
180
+ | No log | 28.6667 | 258 | 0.7303 | 0.5675 | 0.7303 | 0.8546 |
181
+ | No log | 28.8889 | 260 | 0.6962 | 0.5916 | 0.6962 | 0.8344 |
182
+ | No log | 29.1111 | 262 | 0.6412 | 0.6188 | 0.6412 | 0.8007 |
183
+ | No log | 29.3333 | 264 | 0.6326 | 0.6188 | 0.6326 | 0.7954 |
184
+ | No log | 29.5556 | 266 | 0.6641 | 0.6300 | 0.6641 | 0.8149 |
185
+ | No log | 29.7778 | 268 | 0.6605 | 0.6300 | 0.6605 | 0.8127 |
186
+ | No log | 30.0 | 270 | 0.5866 | 0.6377 | 0.5866 | 0.7659 |
187
+ | No log | 30.2222 | 272 | 0.5532 | 0.6623 | 0.5532 | 0.7437 |
188
+ | No log | 30.4444 | 274 | 0.5552 | 0.6422 | 0.5552 | 0.7451 |
189
+ | No log | 30.6667 | 276 | 0.5588 | 0.6422 | 0.5588 | 0.7476 |
190
+ | No log | 30.8889 | 278 | 0.5433 | 0.6664 | 0.5433 | 0.7371 |
191
+ | No log | 31.1111 | 280 | 0.5501 | 0.6871 | 0.5501 | 0.7417 |
192
+ | No log | 31.3333 | 282 | 0.5536 | 0.6871 | 0.5536 | 0.7440 |
193
+ | No log | 31.5556 | 284 | 0.5483 | 0.6539 | 0.5483 | 0.7405 |
194
+ | No log | 31.7778 | 286 | 0.5432 | 0.6655 | 0.5432 | 0.7370 |
195
+ | No log | 32.0 | 288 | 0.5403 | 0.6655 | 0.5403 | 0.7350 |
196
+ | No log | 32.2222 | 290 | 0.5698 | 0.6558 | 0.5698 | 0.7549 |
197
+ | No log | 32.4444 | 292 | 0.5924 | 0.6670 | 0.5924 | 0.7697 |
198
+ | No log | 32.6667 | 294 | 0.5945 | 0.6199 | 0.5945 | 0.7710 |
199
+ | No log | 32.8889 | 296 | 0.6410 | 0.5846 | 0.6410 | 0.8006 |
200
+ | No log | 33.1111 | 298 | 0.6382 | 0.5846 | 0.6382 | 0.7989 |
201
+ | No log | 33.3333 | 300 | 0.6684 | 0.5509 | 0.6684 | 0.8176 |
202
+ | No log | 33.5556 | 302 | 0.7163 | 0.5618 | 0.7163 | 0.8464 |
203
+ | No log | 33.7778 | 304 | 0.6891 | 0.5527 | 0.6891 | 0.8301 |
204
+ | No log | 34.0 | 306 | 0.6585 | 0.5527 | 0.6585 | 0.8115 |
205
+ | No log | 34.2222 | 308 | 0.6238 | 0.6003 | 0.6238 | 0.7898 |
206
+ | No log | 34.4444 | 310 | 0.6269 | 0.6167 | 0.6269 | 0.7918 |
207
+ | No log | 34.6667 | 312 | 0.6197 | 0.6282 | 0.6197 | 0.7872 |
208
+ | No log | 34.8889 | 314 | 0.6166 | 0.6282 | 0.6166 | 0.7853 |
209
+ | No log | 35.1111 | 316 | 0.6293 | 0.6167 | 0.6293 | 0.7933 |
210
+ | No log | 35.3333 | 318 | 0.6352 | 0.6167 | 0.6352 | 0.7970 |
211
+ | No log | 35.5556 | 320 | 0.6814 | 0.5487 | 0.6814 | 0.8255 |
212
+ | No log | 35.7778 | 322 | 0.6967 | 0.5370 | 0.6967 | 0.8347 |
213
+ | No log | 36.0 | 324 | 0.6642 | 0.5846 | 0.6642 | 0.8150 |
214
+ | No log | 36.2222 | 326 | 0.6327 | 0.5964 | 0.6327 | 0.7954 |
215
+ | No log | 36.4444 | 328 | 0.6084 | 0.6177 | 0.6084 | 0.7800 |
216
+ | No log | 36.6667 | 330 | 0.6354 | 0.6218 | 0.6354 | 0.7971 |
217
+ | No log | 36.8889 | 332 | 0.6874 | 0.5526 | 0.6874 | 0.8291 |
218
+ | No log | 37.1111 | 334 | 0.6710 | 0.5636 | 0.6710 | 0.8192 |
219
+ | No log | 37.3333 | 336 | 0.6415 | 0.5912 | 0.6415 | 0.8009 |
220
+ | No log | 37.5556 | 338 | 0.5892 | 0.6291 | 0.5892 | 0.7676 |
221
+ | No log | 37.7778 | 340 | 0.5807 | 0.6291 | 0.5807 | 0.7621 |
222
+ | No log | 38.0 | 342 | 0.6052 | 0.6177 | 0.6052 | 0.7779 |
223
+ | No log | 38.2222 | 344 | 0.6385 | 0.5948 | 0.6385 | 0.7991 |
224
+ | No log | 38.4444 | 346 | 0.6742 | 0.5888 | 0.6742 | 0.8211 |
225
+ | No log | 38.6667 | 348 | 0.6698 | 0.5998 | 0.6698 | 0.8184 |
226
+ | No log | 38.8889 | 350 | 0.6627 | 0.6053 | 0.6627 | 0.8141 |
227
+ | No log | 39.1111 | 352 | 0.6380 | 0.6092 | 0.6380 | 0.7987 |
228
+ | No log | 39.3333 | 354 | 0.6397 | 0.5975 | 0.6397 | 0.7998 |
229
+ | No log | 39.5556 | 356 | 0.6297 | 0.6706 | 0.6297 | 0.7935 |
230
+ | No log | 39.7778 | 358 | 0.6324 | 0.6276 | 0.6324 | 0.7952 |
231
+ | No log | 40.0 | 360 | 0.6509 | 0.6021 | 0.6509 | 0.8068 |
232
+ | No log | 40.2222 | 362 | 0.6739 | 0.5846 | 0.6739 | 0.8209 |
233
+ | No log | 40.4444 | 364 | 0.6604 | 0.5718 | 0.6604 | 0.8126 |
234
+ | No log | 40.6667 | 366 | 0.6588 | 0.5833 | 0.6588 | 0.8117 |
235
+ | No log | 40.8889 | 368 | 0.6849 | 0.5718 | 0.6849 | 0.8276 |
236
+ | No log | 41.1111 | 370 | 0.6923 | 0.5718 | 0.6923 | 0.8320 |
237
+ | No log | 41.3333 | 372 | 0.7258 | 0.5591 | 0.7258 | 0.8519 |
238
+ | No log | 41.5556 | 374 | 0.7379 | 0.5591 | 0.7379 | 0.8590 |
239
+ | No log | 41.7778 | 376 | 0.7001 | 0.5998 | 0.7001 | 0.8367 |
240
+ | No log | 42.0 | 378 | 0.6477 | 0.6035 | 0.6477 | 0.8048 |
241
+ | No log | 42.2222 | 380 | 0.6419 | 0.6432 | 0.6419 | 0.8012 |
242
+ | No log | 42.4444 | 382 | 0.6697 | 0.5810 | 0.6697 | 0.8183 |
243
+ | No log | 42.6667 | 384 | 0.7233 | 0.5385 | 0.7233 | 0.8504 |
244
+ | No log | 42.8889 | 386 | 0.7501 | 0.5372 | 0.7501 | 0.8661 |
245
+ | No log | 43.1111 | 388 | 0.7076 | 0.5385 | 0.7076 | 0.8412 |
246
+ | No log | 43.3333 | 390 | 0.7023 | 0.5385 | 0.7023 | 0.8380 |
247
+ | No log | 43.5556 | 392 | 0.6814 | 0.5602 | 0.6814 | 0.8255 |
248
+ | No log | 43.7778 | 394 | 0.6457 | 0.6035 | 0.6457 | 0.8036 |
249
+ | No log | 44.0 | 396 | 0.6403 | 0.6035 | 0.6403 | 0.8002 |
250
+ | No log | 44.2222 | 398 | 0.6279 | 0.6035 | 0.6279 | 0.7924 |
251
+ | No log | 44.4444 | 400 | 0.5960 | 0.6291 | 0.5960 | 0.7720 |
252
+ | No log | 44.6667 | 402 | 0.5902 | 0.6291 | 0.5902 | 0.7683 |
253
+ | No log | 44.8889 | 404 | 0.6019 | 0.6291 | 0.6019 | 0.7758 |
254
+ | No log | 45.1111 | 406 | 0.6352 | 0.6035 | 0.6352 | 0.7970 |
255
+ | No log | 45.3333 | 408 | 0.6597 | 0.5718 | 0.6597 | 0.8122 |
256
+ | No log | 45.5556 | 410 | 0.6939 | 0.5902 | 0.6939 | 0.8330 |
257
+ | No log | 45.7778 | 412 | 0.6737 | 0.5707 | 0.6737 | 0.8208 |
258
+ | No log | 46.0 | 414 | 0.6399 | 0.5844 | 0.6399 | 0.8000 |
259
+ | No log | 46.2222 | 416 | 0.6362 | 0.6092 | 0.6362 | 0.7976 |
260
+ | No log | 46.4444 | 418 | 0.6416 | 0.5844 | 0.6416 | 0.8010 |
261
+ | No log | 46.6667 | 420 | 0.6589 | 0.5822 | 0.6589 | 0.8118 |
262
+ | No log | 46.8889 | 422 | 0.6679 | 0.5707 | 0.6679 | 0.8172 |
263
+ | No log | 47.1111 | 424 | 0.6562 | 0.5718 | 0.6562 | 0.8101 |
264
+ | No log | 47.3333 | 426 | 0.6473 | 0.6167 | 0.6473 | 0.8046 |
265
+ | No log | 47.5556 | 428 | 0.6391 | 0.6282 | 0.6391 | 0.7994 |
266
+ | No log | 47.7778 | 430 | 0.6357 | 0.6209 | 0.6357 | 0.7973 |
267
+ | No log | 48.0 | 432 | 0.6412 | 0.5597 | 0.6412 | 0.8008 |
268
+ | No log | 48.2222 | 434 | 0.6525 | 0.6199 | 0.6525 | 0.8078 |
269
+ | No log | 48.4444 | 436 | 0.6689 | 0.6053 | 0.6689 | 0.8179 |
270
+ | No log | 48.6667 | 438 | 0.7018 | 0.5835 | 0.7018 | 0.8377 |
271
+ | No log | 48.8889 | 440 | 0.7090 | 0.5835 | 0.7090 | 0.8420 |
272
+ | No log | 49.1111 | 442 | 0.7035 | 0.6042 | 0.7035 | 0.8387 |
273
+ | No log | 49.3333 | 444 | 0.6771 | 0.5938 | 0.6771 | 0.8228 |
274
+ | No log | 49.5556 | 446 | 0.6462 | 0.6167 | 0.6462 | 0.8039 |
275
+ | No log | 49.7778 | 448 | 0.6219 | 0.6405 | 0.6219 | 0.7886 |
276
+ | No log | 50.0 | 450 | 0.6160 | 0.6405 | 0.6160 | 0.7848 |
277
+ | No log | 50.2222 | 452 | 0.6303 | 0.6396 | 0.6303 | 0.7939 |
278
+ | No log | 50.4444 | 454 | 0.6560 | 0.5810 | 0.6560 | 0.8099 |
279
+ | No log | 50.6667 | 456 | 0.6540 | 0.6053 | 0.6540 | 0.8087 |
280
+ | No log | 50.8889 | 458 | 0.6662 | 0.5810 | 0.6662 | 0.8162 |
281
+ | No log | 51.1111 | 460 | 0.6511 | 0.5923 | 0.6511 | 0.8069 |
282
+ | No log | 51.3333 | 462 | 0.6200 | 0.6282 | 0.6200 | 0.7874 |
283
+ | No log | 51.5556 | 464 | 0.6172 | 0.6282 | 0.6172 | 0.7856 |
284
+ | No log | 51.7778 | 466 | 0.6256 | 0.5923 | 0.6256 | 0.7910 |
285
+ | No log | 52.0 | 468 | 0.6356 | 0.5923 | 0.6356 | 0.7972 |
286
+ | No log | 52.2222 | 470 | 0.6644 | 0.5923 | 0.6644 | 0.8151 |
287
+ | No log | 52.4444 | 472 | 0.6641 | 0.5810 | 0.6641 | 0.8149 |
288
+ | No log | 52.6667 | 474 | 0.6557 | 0.5602 | 0.6557 | 0.8097 |
289
+ | No log | 52.8889 | 476 | 0.6568 | 0.5740 | 0.6568 | 0.8104 |
290
+ | No log | 53.1111 | 478 | 0.6603 | 0.5663 | 0.6603 | 0.8126 |
291
+ | No log | 53.3333 | 480 | 0.6774 | 0.5825 | 0.6774 | 0.8230 |
292
+ | No log | 53.5556 | 482 | 0.7109 | 0.5651 | 0.7109 | 0.8431 |
293
+ | No log | 53.7778 | 484 | 0.7478 | 0.5027 | 0.7478 | 0.8647 |
294
+ | No log | 54.0 | 486 | 0.7526 | 0.4907 | 0.7526 | 0.8675 |
295
+ | No log | 54.2222 | 488 | 0.7258 | 0.5147 | 0.7258 | 0.8519 |
296
+ | No log | 54.4444 | 490 | 0.6949 | 0.5385 | 0.6949 | 0.8336 |
297
+ | No log | 54.6667 | 492 | 0.7012 | 0.5385 | 0.7012 | 0.8374 |
298
+ | No log | 54.8889 | 494 | 0.6973 | 0.5385 | 0.6973 | 0.8351 |
299
+ | No log | 55.1111 | 496 | 0.6637 | 0.5718 | 0.6637 | 0.8147 |
300
+ | No log | 55.3333 | 498 | 0.6491 | 0.6082 | 0.6491 | 0.8056 |
301
+ | 0.2007 | 55.5556 | 500 | 0.6663 | 0.5630 | 0.6663 | 0.8163 |
302
+ | 0.2007 | 55.7778 | 502 | 0.6881 | 0.5630 | 0.6881 | 0.8295 |
303
+ | 0.2007 | 56.0 | 504 | 0.7443 | 0.4902 | 0.7443 | 0.8627 |
304
+ | 0.2007 | 56.2222 | 506 | 0.7786 | 0.4902 | 0.7786 | 0.8824 |
305
+ | 0.2007 | 56.4444 | 508 | 0.7601 | 0.5128 | 0.7601 | 0.8718 |
306
+ | 0.2007 | 56.6667 | 510 | 0.7457 | 0.5372 | 0.7457 | 0.8636 |
307
 
308
 
309
  ### Framework versions