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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_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_B_usingALLEssays_FineTuningAraBERT_run2_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_B_usingALLEssays_FineTuningAraBERT_run2_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: 0.5897
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- - Qwk: 0.4872
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- - Mse: 0.5897
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- - Rmse: 0.7680
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  ## Model description
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@@ -49,261 +49,270 @@ 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 | 0.3333 | 2 | 2.3858 | -0.0336 | 2.3858 | 1.5446 |
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- | No log | 0.6667 | 4 | 0.9878 | 0.2164 | 0.9878 | 0.9939 |
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- | No log | 1.0 | 6 | 0.7505 | 0.1232 | 0.7505 | 0.8663 |
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- | No log | 1.3333 | 8 | 0.8644 | 0.3347 | 0.8644 | 0.9297 |
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- | No log | 1.6667 | 10 | 0.9520 | 0.3280 | 0.9520 | 0.9757 |
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- | No log | 2.0 | 12 | 0.9115 | 0.3006 | 0.9115 | 0.9547 |
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- | No log | 2.3333 | 14 | 1.1386 | 0.2713 | 1.1386 | 1.0670 |
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- | No log | 2.6667 | 16 | 0.7439 | 0.3193 | 0.7439 | 0.8625 |
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- | No log | 3.0 | 18 | 0.6465 | 0.4880 | 0.6465 | 0.8040 |
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- | No log | 3.3333 | 20 | 0.9000 | 0.3538 | 0.9000 | 0.9487 |
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- | No log | 3.6667 | 22 | 1.0296 | 0.3431 | 1.0296 | 1.0147 |
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- | No log | 4.0 | 24 | 0.7479 | 0.4222 | 0.7479 | 0.8648 |
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- | No log | 4.3333 | 26 | 0.5889 | 0.4044 | 0.5889 | 0.7674 |
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- | No log | 4.6667 | 28 | 0.6086 | 0.4427 | 0.6086 | 0.7801 |
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- | No log | 5.0 | 30 | 0.7250 | 0.4625 | 0.7250 | 0.8515 |
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- | No log | 5.3333 | 32 | 0.8539 | 0.4799 | 0.8539 | 0.9241 |
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- | No log | 5.6667 | 34 | 0.7584 | 0.4717 | 0.7584 | 0.8709 |
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- | No log | 6.0 | 36 | 0.6380 | 0.4189 | 0.6380 | 0.7987 |
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- | No log | 6.3333 | 38 | 0.6781 | 0.4886 | 0.6781 | 0.8234 |
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- | No log | 6.6667 | 40 | 0.6345 | 0.4363 | 0.6345 | 0.7966 |
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- | No log | 7.0 | 42 | 0.8322 | 0.5504 | 0.8322 | 0.9122 |
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- | No log | 7.3333 | 44 | 1.0975 | 0.4149 | 1.0975 | 1.0476 |
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- | No log | 7.6667 | 46 | 1.1115 | 0.3298 | 1.1115 | 1.0543 |
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- | No log | 8.0 | 48 | 0.9627 | 0.4204 | 0.9627 | 0.9812 |
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- | No log | 8.3333 | 50 | 0.8154 | 0.4351 | 0.8154 | 0.9030 |
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- | No log | 8.6667 | 52 | 0.7552 | 0.3689 | 0.7552 | 0.8690 |
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- | No log | 9.0 | 54 | 0.7046 | 0.3723 | 0.7046 | 0.8394 |
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- | No log | 9.3333 | 56 | 0.6493 | 0.4581 | 0.6493 | 0.8058 |
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- | No log | 9.6667 | 58 | 0.6495 | 0.4581 | 0.6495 | 0.8059 |
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- | No log | 10.0 | 60 | 0.7277 | 0.4155 | 0.7277 | 0.8531 |
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- | No log | 10.3333 | 62 | 0.7177 | 0.3958 | 0.7177 | 0.8472 |
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- | No log | 10.6667 | 64 | 0.8110 | 0.3402 | 0.8110 | 0.9005 |
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- | No log | 11.0 | 66 | 0.8415 | 0.3151 | 0.8415 | 0.9174 |
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- | No log | 11.3333 | 68 | 0.9310 | 0.3596 | 0.9310 | 0.9649 |
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- | No log | 11.6667 | 70 | 1.0779 | 0.4265 | 1.0779 | 1.0382 |
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- | No log | 12.0 | 72 | 0.9399 | 0.4305 | 0.9399 | 0.9695 |
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- | No log | 12.3333 | 74 | 0.7617 | 0.4768 | 0.7617 | 0.8728 |
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- | No log | 12.6667 | 76 | 0.7107 | 0.4574 | 0.7107 | 0.8430 |
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- | No log | 13.0 | 78 | 0.6673 | 0.4574 | 0.6673 | 0.8169 |
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- | No log | 13.3333 | 80 | 0.7325 | 0.5059 | 0.7325 | 0.8558 |
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- | No log | 13.6667 | 82 | 0.6459 | 0.4678 | 0.6459 | 0.8036 |
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- | No log | 14.0 | 84 | 0.5605 | 0.6046 | 0.5605 | 0.7487 |
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- | No log | 14.3333 | 86 | 0.5434 | 0.5533 | 0.5434 | 0.7371 |
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- | No log | 14.6667 | 88 | 0.5817 | 0.4901 | 0.5817 | 0.7627 |
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- | No log | 15.0 | 90 | 0.6288 | 0.3820 | 0.6288 | 0.7930 |
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- | No log | 15.3333 | 92 | 0.7144 | 0.4265 | 0.7144 | 0.8452 |
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- | No log | 15.6667 | 94 | 0.7181 | 0.4199 | 0.7181 | 0.8474 |
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- | No log | 16.0 | 96 | 0.5989 | 0.4625 | 0.5989 | 0.7739 |
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- | No log | 16.3333 | 98 | 0.5510 | 0.5015 | 0.5510 | 0.7423 |
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- | No log | 16.6667 | 100 | 0.5925 | 0.4854 | 0.5925 | 0.7697 |
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- | No log | 17.0 | 102 | 0.7862 | 0.4304 | 0.7862 | 0.8867 |
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- | No log | 17.3333 | 104 | 0.7899 | 0.4912 | 0.7899 | 0.8888 |
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- | No log | 17.6667 | 106 | 0.7486 | 0.4925 | 0.7486 | 0.8652 |
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- | No log | 18.0 | 108 | 0.6242 | 0.5409 | 0.6242 | 0.7900 |
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- | No log | 18.3333 | 110 | 0.5581 | 0.5945 | 0.5581 | 0.7470 |
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- | No log | 18.6667 | 112 | 0.5094 | 0.6492 | 0.5094 | 0.7138 |
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- | No log | 19.0 | 114 | 0.5313 | 0.5692 | 0.5313 | 0.7289 |
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- | No log | 19.3333 | 116 | 0.5125 | 0.5692 | 0.5125 | 0.7159 |
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- | No log | 19.6667 | 118 | 0.4899 | 0.6184 | 0.4899 | 0.6999 |
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- | No log | 20.0 | 120 | 0.6819 | 0.4764 | 0.6819 | 0.8258 |
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- | No log | 20.3333 | 122 | 0.8378 | 0.4166 | 0.8378 | 0.9153 |
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- | No log | 20.6667 | 124 | 0.8252 | 0.4365 | 0.8252 | 0.9084 |
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- | No log | 21.0 | 126 | 0.6519 | 0.3820 | 0.6519 | 0.8074 |
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- | No log | 21.3333 | 128 | 0.5450 | 0.4660 | 0.5450 | 0.7382 |
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- | No log | 21.6667 | 130 | 0.5388 | 0.4660 | 0.5388 | 0.7340 |
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- | No log | 22.0 | 132 | 0.5388 | 0.5159 | 0.5388 | 0.7340 |
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- | No log | 22.3333 | 134 | 0.5728 | 0.5115 | 0.5728 | 0.7568 |
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- | No log | 22.6667 | 136 | 0.5990 | 0.4928 | 0.5990 | 0.7739 |
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- | No log | 23.0 | 138 | 0.6608 | 0.4879 | 0.6608 | 0.8129 |
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- | No log | 23.3333 | 140 | 0.7560 | 0.5283 | 0.7560 | 0.8695 |
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- | No log | 23.6667 | 142 | 0.7004 | 0.5283 | 0.7004 | 0.8369 |
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- | No log | 24.0 | 144 | 0.5755 | 0.4795 | 0.5755 | 0.7586 |
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- | No log | 24.3333 | 146 | 0.4945 | 0.5323 | 0.4945 | 0.7032 |
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- | No log | 24.6667 | 148 | 0.4874 | 0.6073 | 0.4874 | 0.6982 |
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- | No log | 25.0 | 150 | 0.5122 | 0.6073 | 0.5122 | 0.7157 |
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- | No log | 25.3333 | 152 | 0.6076 | 0.4471 | 0.6076 | 0.7795 |
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- | No log | 25.6667 | 154 | 0.7033 | 0.4520 | 0.7033 | 0.8386 |
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- | No log | 26.0 | 156 | 0.7932 | 0.4637 | 0.7932 | 0.8906 |
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- | No log | 26.3333 | 158 | 0.7693 | 0.4260 | 0.7693 | 0.8771 |
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- | No log | 26.6667 | 160 | 0.6549 | 0.4539 | 0.6549 | 0.8093 |
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- | No log | 27.0 | 162 | 0.5983 | 0.5016 | 0.5983 | 0.7735 |
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- | No log | 27.3333 | 164 | 0.5997 | 0.5016 | 0.5997 | 0.7744 |
134
- | No log | 27.6667 | 166 | 0.6370 | 0.5059 | 0.6370 | 0.7981 |
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- | No log | 28.0 | 168 | 0.6405 | 0.4862 | 0.6405 | 0.8003 |
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- | No log | 28.3333 | 170 | 0.5880 | 0.5133 | 0.5880 | 0.7668 |
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- | No log | 28.6667 | 172 | 0.6117 | 0.4460 | 0.6117 | 0.7821 |
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- | No log | 29.0 | 174 | 0.6066 | 0.4390 | 0.6066 | 0.7789 |
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- | No log | 29.3333 | 176 | 0.5589 | 0.4901 | 0.5589 | 0.7476 |
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- | No log | 29.6667 | 178 | 0.5783 | 0.4662 | 0.5783 | 0.7604 |
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- | No log | 30.0 | 180 | 0.6372 | 0.5231 | 0.6372 | 0.7983 |
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- | No log | 30.3333 | 182 | 0.6629 | 0.5076 | 0.6629 | 0.8142 |
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- | No log | 30.6667 | 184 | 0.6384 | 0.5140 | 0.6384 | 0.7990 |
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- | No log | 31.0 | 186 | 0.6134 | 0.4860 | 0.6134 | 0.7832 |
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- | No log | 31.3333 | 188 | 0.5394 | 0.5288 | 0.5394 | 0.7344 |
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- | No log | 31.6667 | 190 | 0.5298 | 0.5888 | 0.5298 | 0.7279 |
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- | No log | 32.0 | 192 | 0.5579 | 0.5273 | 0.5579 | 0.7469 |
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- | No log | 32.3333 | 194 | 0.5748 | 0.4624 | 0.5748 | 0.7582 |
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- | No log | 32.6667 | 196 | 0.5365 | 0.4777 | 0.5365 | 0.7325 |
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- | No log | 33.0 | 198 | 0.5157 | 0.5177 | 0.5157 | 0.7181 |
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- | No log | 33.3333 | 200 | 0.5241 | 0.5232 | 0.5241 | 0.7239 |
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- | No log | 33.6667 | 202 | 0.5569 | 0.4966 | 0.5569 | 0.7462 |
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- | No log | 34.0 | 204 | 0.6413 | 0.4700 | 0.6413 | 0.8008 |
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- | No log | 34.3333 | 206 | 0.6706 | 0.4700 | 0.6706 | 0.8189 |
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- | No log | 34.6667 | 208 | 0.6401 | 0.4550 | 0.6401 | 0.8000 |
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- | No log | 35.0 | 210 | 0.6075 | 0.4622 | 0.6075 | 0.7794 |
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- | No log | 35.3333 | 212 | 0.5634 | 0.4726 | 0.5634 | 0.7506 |
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- | No log | 35.6667 | 214 | 0.5566 | 0.5151 | 0.5566 | 0.7461 |
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- | No log | 36.0 | 216 | 0.5553 | 0.4984 | 0.5553 | 0.7452 |
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- | No log | 36.3333 | 218 | 0.5653 | 0.4576 | 0.5653 | 0.7519 |
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- | No log | 36.6667 | 220 | 0.5903 | 0.4719 | 0.5903 | 0.7683 |
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- | No log | 37.0 | 222 | 0.5763 | 0.4795 | 0.5763 | 0.7591 |
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- | No log | 37.3333 | 224 | 0.6110 | 0.4925 | 0.6110 | 0.7817 |
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- | No log | 37.6667 | 226 | 0.5670 | 0.5030 | 0.5670 | 0.7530 |
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- | No log | 38.0 | 228 | 0.5089 | 0.5488 | 0.5089 | 0.7134 |
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- | No log | 38.3333 | 230 | 0.4920 | 0.5505 | 0.4920 | 0.7014 |
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- | No log | 38.6667 | 232 | 0.5013 | 0.5488 | 0.5013 | 0.7080 |
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- | No log | 39.0 | 234 | 0.5532 | 0.4970 | 0.5532 | 0.7438 |
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- | No log | 39.3333 | 236 | 0.5957 | 0.4681 | 0.5957 | 0.7718 |
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- | No log | 39.6667 | 238 | 0.6539 | 0.5332 | 0.6539 | 0.8086 |
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- | No log | 40.0 | 240 | 0.6616 | 0.5294 | 0.6616 | 0.8134 |
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- | No log | 40.3333 | 242 | 0.6239 | 0.5484 | 0.6239 | 0.7899 |
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- | No log | 40.6667 | 244 | 0.5772 | 0.4681 | 0.5772 | 0.7597 |
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- | No log | 41.0 | 246 | 0.5306 | 0.5109 | 0.5306 | 0.7284 |
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- | No log | 41.3333 | 248 | 0.5215 | 0.4838 | 0.5215 | 0.7221 |
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- | No log | 41.6667 | 250 | 0.4928 | 0.5815 | 0.4928 | 0.7020 |
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- | No log | 42.0 | 252 | 0.4819 | 0.6039 | 0.4819 | 0.6942 |
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- | No log | 42.3333 | 254 | 0.4858 | 0.6254 | 0.4858 | 0.6970 |
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- | No log | 42.6667 | 256 | 0.5043 | 0.5626 | 0.5043 | 0.7102 |
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- | No log | 43.0 | 258 | 0.5424 | 0.5276 | 0.5424 | 0.7365 |
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- | No log | 43.3333 | 260 | 0.5554 | 0.5459 | 0.5554 | 0.7452 |
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- | No log | 43.6667 | 262 | 0.5864 | 0.4837 | 0.5864 | 0.7657 |
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- | No log | 44.0 | 264 | 0.6466 | 0.4888 | 0.6466 | 0.8041 |
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- | No log | 44.3333 | 266 | 0.6646 | 0.4821 | 0.6646 | 0.8152 |
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- | No log | 44.6667 | 268 | 0.7126 | 0.4684 | 0.7126 | 0.8441 |
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- | No log | 45.0 | 270 | 0.6749 | 0.4539 | 0.6749 | 0.8215 |
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- | No log | 45.3333 | 272 | 0.6403 | 0.4610 | 0.6403 | 0.8002 |
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- | No log | 45.6667 | 274 | 0.5578 | 0.4582 | 0.5578 | 0.7469 |
189
- | No log | 46.0 | 276 | 0.5236 | 0.5517 | 0.5236 | 0.7236 |
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- | No log | 46.3333 | 278 | 0.5077 | 0.6129 | 0.5077 | 0.7125 |
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- | No log | 46.6667 | 280 | 0.4994 | 0.6046 | 0.4994 | 0.7067 |
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- | No log | 47.0 | 282 | 0.5097 | 0.5951 | 0.5097 | 0.7139 |
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- | No log | 47.3333 | 284 | 0.4922 | 0.6060 | 0.4922 | 0.7016 |
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- | No log | 47.6667 | 286 | 0.4766 | 0.6255 | 0.4766 | 0.6903 |
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- | No log | 48.0 | 288 | 0.4789 | 0.6357 | 0.4789 | 0.6920 |
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- | No log | 48.3333 | 290 | 0.4785 | 0.6357 | 0.4785 | 0.6918 |
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- | No log | 48.6667 | 292 | 0.4900 | 0.5815 | 0.4900 | 0.7000 |
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- | No log | 49.0 | 294 | 0.5442 | 0.4883 | 0.5442 | 0.7377 |
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- | No log | 49.3333 | 296 | 0.6226 | 0.4845 | 0.6226 | 0.7890 |
200
- | No log | 49.6667 | 298 | 0.6740 | 0.5023 | 0.6740 | 0.8210 |
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- | No log | 50.0 | 300 | 0.6982 | 0.5007 | 0.6982 | 0.8356 |
202
- | No log | 50.3333 | 302 | 0.6563 | 0.5076 | 0.6563 | 0.8101 |
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- | No log | 50.6667 | 304 | 0.6016 | 0.5056 | 0.6016 | 0.7757 |
204
- | No log | 51.0 | 306 | 0.5953 | 0.4862 | 0.5953 | 0.7716 |
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- | No log | 51.3333 | 308 | 0.6069 | 0.4862 | 0.6069 | 0.7791 |
206
- | No log | 51.6667 | 310 | 0.6111 | 0.4872 | 0.6111 | 0.7817 |
207
- | No log | 52.0 | 312 | 0.6110 | 0.4644 | 0.6110 | 0.7816 |
208
- | No log | 52.3333 | 314 | 0.6559 | 0.4335 | 0.6559 | 0.8098 |
209
- | No log | 52.6667 | 316 | 0.7216 | 0.4404 | 0.7216 | 0.8495 |
210
- | No log | 53.0 | 318 | 0.7832 | 0.4748 | 0.7832 | 0.8850 |
211
- | No log | 53.3333 | 320 | 0.7955 | 0.4748 | 0.7955 | 0.8919 |
212
- | No log | 53.6667 | 322 | 0.7391 | 0.4568 | 0.7391 | 0.8597 |
213
- | No log | 54.0 | 324 | 0.6777 | 0.4404 | 0.6777 | 0.8232 |
214
- | No log | 54.3333 | 326 | 0.6365 | 0.4408 | 0.6365 | 0.7978 |
215
- | No log | 54.6667 | 328 | 0.5955 | 0.4889 | 0.5955 | 0.7717 |
216
- | No log | 55.0 | 330 | 0.5745 | 0.4681 | 0.5745 | 0.7580 |
217
- | No log | 55.3333 | 332 | 0.5802 | 0.4889 | 0.5802 | 0.7617 |
218
- | No log | 55.6667 | 334 | 0.6123 | 0.4408 | 0.6123 | 0.7825 |
219
- | No log | 56.0 | 336 | 0.6771 | 0.3976 | 0.6771 | 0.8228 |
220
- | No log | 56.3333 | 338 | 0.7210 | 0.3948 | 0.7210 | 0.8491 |
221
- | No log | 56.6667 | 340 | 0.7092 | 0.4012 | 0.7092 | 0.8421 |
222
- | No log | 57.0 | 342 | 0.6807 | 0.3976 | 0.6807 | 0.8250 |
223
- | No log | 57.3333 | 344 | 0.6262 | 0.4114 | 0.6262 | 0.7913 |
224
- | No log | 57.6667 | 346 | 0.6052 | 0.4354 | 0.6052 | 0.7780 |
225
- | No log | 58.0 | 348 | 0.6076 | 0.4354 | 0.6076 | 0.7795 |
226
- | No log | 58.3333 | 350 | 0.6444 | 0.4335 | 0.6444 | 0.8028 |
227
- | No log | 58.6667 | 352 | 0.6820 | 0.4335 | 0.6820 | 0.8258 |
228
- | No log | 59.0 | 354 | 0.6752 | 0.4263 | 0.6752 | 0.8217 |
229
- | No log | 59.3333 | 356 | 0.6965 | 0.4334 | 0.6965 | 0.8346 |
230
- | No log | 59.6667 | 358 | 0.7191 | 0.4334 | 0.7191 | 0.8480 |
231
- | No log | 60.0 | 360 | 0.7036 | 0.4334 | 0.7036 | 0.8388 |
232
- | No log | 60.3333 | 362 | 0.6516 | 0.4904 | 0.6516 | 0.8072 |
233
- | No log | 60.6667 | 364 | 0.6153 | 0.4721 | 0.6153 | 0.7844 |
234
- | No log | 61.0 | 366 | 0.5825 | 0.4740 | 0.5825 | 0.7632 |
235
- | No log | 61.3333 | 368 | 0.5415 | 0.4543 | 0.5415 | 0.7359 |
236
- | No log | 61.6667 | 370 | 0.5285 | 0.4719 | 0.5285 | 0.7270 |
237
- | No log | 62.0 | 372 | 0.5295 | 0.4640 | 0.5295 | 0.7276 |
238
- | No log | 62.3333 | 374 | 0.5425 | 0.4601 | 0.5425 | 0.7366 |
239
- | No log | 62.6667 | 376 | 0.5748 | 0.4601 | 0.5748 | 0.7581 |
240
- | No log | 63.0 | 378 | 0.6210 | 0.4281 | 0.6210 | 0.7880 |
241
- | No log | 63.3333 | 380 | 0.6477 | 0.4051 | 0.6477 | 0.8048 |
242
- | No log | 63.6667 | 382 | 0.6347 | 0.4207 | 0.6347 | 0.7967 |
243
- | No log | 64.0 | 384 | 0.6074 | 0.4281 | 0.6074 | 0.7794 |
244
- | No log | 64.3333 | 386 | 0.6004 | 0.4281 | 0.6004 | 0.7749 |
245
- | No log | 64.6667 | 388 | 0.5997 | 0.4281 | 0.5997 | 0.7744 |
246
- | No log | 65.0 | 390 | 0.6165 | 0.4281 | 0.6165 | 0.7852 |
247
- | No log | 65.3333 | 392 | 0.6517 | 0.4428 | 0.6517 | 0.8073 |
248
- | No log | 65.6667 | 394 | 0.6810 | 0.4648 | 0.6810 | 0.8252 |
249
- | No log | 66.0 | 396 | 0.6850 | 0.4648 | 0.6850 | 0.8277 |
250
- | No log | 66.3333 | 398 | 0.6832 | 0.4648 | 0.6832 | 0.8266 |
251
- | No log | 66.6667 | 400 | 0.6526 | 0.4354 | 0.6526 | 0.8078 |
252
- | No log | 67.0 | 402 | 0.6131 | 0.4207 | 0.6131 | 0.7830 |
253
- | No log | 67.3333 | 404 | 0.5939 | 0.4523 | 0.5939 | 0.7707 |
254
- | No log | 67.6667 | 406 | 0.5868 | 0.4740 | 0.5868 | 0.7660 |
255
- | No log | 68.0 | 408 | 0.6004 | 0.4740 | 0.6004 | 0.7748 |
256
- | No log | 68.3333 | 410 | 0.6009 | 0.4740 | 0.6009 | 0.7752 |
257
- | No log | 68.6667 | 412 | 0.6122 | 0.4937 | 0.6122 | 0.7825 |
258
- | No log | 69.0 | 414 | 0.6146 | 0.4937 | 0.6146 | 0.7840 |
259
- | No log | 69.3333 | 416 | 0.6144 | 0.4872 | 0.6144 | 0.7838 |
260
- | No log | 69.6667 | 418 | 0.6039 | 0.4872 | 0.6039 | 0.7771 |
261
- | No log | 70.0 | 420 | 0.5738 | 0.4951 | 0.5738 | 0.7575 |
262
- | No log | 70.3333 | 422 | 0.5635 | 0.4889 | 0.5635 | 0.7506 |
263
- | No log | 70.6667 | 424 | 0.5531 | 0.4758 | 0.5531 | 0.7437 |
264
- | No log | 71.0 | 426 | 0.5573 | 0.4681 | 0.5573 | 0.7466 |
265
- | No log | 71.3333 | 428 | 0.5685 | 0.4681 | 0.5685 | 0.7540 |
266
- | No log | 71.6667 | 430 | 0.5670 | 0.4681 | 0.5670 | 0.7530 |
267
- | No log | 72.0 | 432 | 0.5558 | 0.5444 | 0.5558 | 0.7455 |
268
- | No log | 72.3333 | 434 | 0.5544 | 0.5272 | 0.5544 | 0.7445 |
269
- | No log | 72.6667 | 436 | 0.5584 | 0.4907 | 0.5584 | 0.7473 |
270
- | No log | 73.0 | 438 | 0.5574 | 0.4907 | 0.5574 | 0.7466 |
271
- | No log | 73.3333 | 440 | 0.5480 | 0.4907 | 0.5480 | 0.7403 |
272
- | No log | 73.6667 | 442 | 0.5516 | 0.4681 | 0.5516 | 0.7427 |
273
- | No log | 74.0 | 444 | 0.5621 | 0.4889 | 0.5621 | 0.7498 |
274
- | No log | 74.3333 | 446 | 0.5767 | 0.4951 | 0.5767 | 0.7594 |
275
- | No log | 74.6667 | 448 | 0.5845 | 0.4872 | 0.5845 | 0.7645 |
276
- | No log | 75.0 | 450 | 0.6039 | 0.4872 | 0.6039 | 0.7771 |
277
- | No log | 75.3333 | 452 | 0.6375 | 0.4937 | 0.6375 | 0.7984 |
278
- | No log | 75.6667 | 454 | 0.6625 | 0.4997 | 0.6625 | 0.8140 |
279
- | No log | 76.0 | 456 | 0.6687 | 0.4997 | 0.6687 | 0.8177 |
280
- | No log | 76.3333 | 458 | 0.6557 | 0.4997 | 0.6557 | 0.8098 |
281
- | No log | 76.6667 | 460 | 0.6271 | 0.4937 | 0.6271 | 0.7919 |
282
- | No log | 77.0 | 462 | 0.5946 | 0.4889 | 0.5946 | 0.7711 |
283
- | No log | 77.3333 | 464 | 0.5773 | 0.4758 | 0.5773 | 0.7598 |
284
- | No log | 77.6667 | 466 | 0.5740 | 0.4758 | 0.5740 | 0.7577 |
285
- | No log | 78.0 | 468 | 0.5729 | 0.4758 | 0.5729 | 0.7569 |
286
- | No log | 78.3333 | 470 | 0.5760 | 0.4624 | 0.5760 | 0.7589 |
287
- | No log | 78.6667 | 472 | 0.5710 | 0.4699 | 0.5710 | 0.7556 |
288
- | No log | 79.0 | 474 | 0.5750 | 0.4624 | 0.5750 | 0.7583 |
289
- | No log | 79.3333 | 476 | 0.5781 | 0.4624 | 0.5781 | 0.7603 |
290
- | No log | 79.6667 | 478 | 0.5788 | 0.4624 | 0.5788 | 0.7608 |
291
- | No log | 80.0 | 480 | 0.5730 | 0.4624 | 0.5730 | 0.7570 |
292
- | No log | 80.3333 | 482 | 0.5623 | 0.4699 | 0.5623 | 0.7499 |
293
- | No log | 80.6667 | 484 | 0.5566 | 0.4699 | 0.5566 | 0.7461 |
294
- | No log | 81.0 | 486 | 0.5517 | 0.4856 | 0.5517 | 0.7428 |
295
- | No log | 81.3333 | 488 | 0.5535 | 0.4486 | 0.5535 | 0.7440 |
296
- | No log | 81.6667 | 490 | 0.5580 | 0.4699 | 0.5580 | 0.7470 |
297
- | No log | 82.0 | 492 | 0.5639 | 0.4681 | 0.5639 | 0.7509 |
298
- | No log | 82.3333 | 494 | 0.5748 | 0.4740 | 0.5748 | 0.7581 |
299
- | No log | 82.6667 | 496 | 0.5928 | 0.4872 | 0.5928 | 0.7699 |
300
- | No log | 83.0 | 498 | 0.6054 | 0.4872 | 0.6054 | 0.7781 |
301
- | 0.1819 | 83.3333 | 500 | 0.6120 | 0.4872 | 0.6120 | 0.7823 |
302
- | 0.1819 | 83.6667 | 502 | 0.6178 | 0.4872 | 0.6178 | 0.7860 |
303
- | 0.1819 | 84.0 | 504 | 0.6219 | 0.4872 | 0.6219 | 0.7886 |
304
- | 0.1819 | 84.3333 | 506 | 0.6149 | 0.4872 | 0.6149 | 0.7841 |
305
- | 0.1819 | 84.6667 | 508 | 0.5995 | 0.4872 | 0.5995 | 0.7743 |
306
- | 0.1819 | 85.0 | 510 | 0.5897 | 0.4872 | 0.5897 | 0.7680 |
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_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_B_usingALLEssays_FineTuningAraBERT_run2_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.
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  It achieves the following results on the evaluation set:
18
+ - Loss: 0.8781
19
+ - Qwk: 0.3125
20
+ - Mse: 0.8781
21
+ - Rmse: 0.9371
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1818 | 2 | 2.6997 | -0.0262 | 2.6997 | 1.6431 |
53
+ | No log | 0.3636 | 4 | 1.3520 | 0.0495 | 1.3520 | 1.1628 |
54
+ | No log | 0.5455 | 6 | 1.0319 | -0.0970 | 1.0319 | 1.0158 |
55
+ | No log | 0.7273 | 8 | 1.1967 | -0.1307 | 1.1967 | 1.0940 |
56
+ | No log | 0.9091 | 10 | 1.1516 | -0.0735 | 1.1516 | 1.0731 |
57
+ | No log | 1.0909 | 12 | 1.3282 | 0.1312 | 1.3282 | 1.1525 |
58
+ | No log | 1.2727 | 14 | 1.3216 | 0.1371 | 1.3216 | 1.1496 |
59
+ | No log | 1.4545 | 16 | 1.0568 | 0.1935 | 1.0568 | 1.0280 |
60
+ | No log | 1.6364 | 18 | 0.8701 | 0.3060 | 0.8701 | 0.9328 |
61
+ | No log | 1.8182 | 20 | 0.7983 | 0.1582 | 0.7983 | 0.8935 |
62
+ | No log | 2.0 | 22 | 0.7756 | 0.1548 | 0.7756 | 0.8807 |
63
+ | No log | 2.1818 | 24 | 0.7474 | 0.2182 | 0.7474 | 0.8645 |
64
+ | No log | 2.3636 | 26 | 0.7631 | 0.1598 | 0.7631 | 0.8736 |
65
+ | No log | 2.5455 | 28 | 0.7545 | 0.1953 | 0.7545 | 0.8686 |
66
+ | No log | 2.7273 | 30 | 0.7840 | 0.2817 | 0.7840 | 0.8855 |
67
+ | No log | 2.9091 | 32 | 0.8941 | 0.2982 | 0.8941 | 0.9456 |
68
+ | No log | 3.0909 | 34 | 0.8499 | 0.3343 | 0.8499 | 0.9219 |
69
+ | No log | 3.2727 | 36 | 0.8794 | 0.3141 | 0.8794 | 0.9378 |
70
+ | No log | 3.4545 | 38 | 0.9229 | 0.3039 | 0.9229 | 0.9607 |
71
+ | No log | 3.6364 | 40 | 0.8965 | 0.3567 | 0.8965 | 0.9468 |
72
+ | No log | 3.8182 | 42 | 0.8393 | 0.4290 | 0.8393 | 0.9161 |
73
+ | No log | 4.0 | 44 | 0.8515 | 0.3285 | 0.8515 | 0.9227 |
74
+ | No log | 4.1818 | 46 | 0.9546 | 0.2363 | 0.9546 | 0.9770 |
75
+ | No log | 4.3636 | 48 | 0.8953 | 0.3294 | 0.8953 | 0.9462 |
76
+ | No log | 4.5455 | 50 | 0.7970 | 0.3155 | 0.7970 | 0.8927 |
77
+ | No log | 4.7273 | 52 | 0.7470 | 0.1720 | 0.7470 | 0.8643 |
78
+ | No log | 4.9091 | 54 | 0.8536 | 0.2233 | 0.8536 | 0.9239 |
79
+ | No log | 5.0909 | 56 | 0.8626 | 0.2559 | 0.8626 | 0.9288 |
80
+ | No log | 5.2727 | 58 | 0.7661 | 0.1546 | 0.7661 | 0.8752 |
81
+ | No log | 5.4545 | 60 | 0.7046 | 0.2447 | 0.7046 | 0.8394 |
82
+ | No log | 5.6364 | 62 | 0.7328 | 0.2285 | 0.7328 | 0.8560 |
83
+ | No log | 5.8182 | 64 | 0.7825 | 0.3794 | 0.7825 | 0.8846 |
84
+ | No log | 6.0 | 66 | 0.7524 | 0.3677 | 0.7524 | 0.8674 |
85
+ | No log | 6.1818 | 68 | 0.6764 | 0.4086 | 0.6764 | 0.8225 |
86
+ | No log | 6.3636 | 70 | 0.6763 | 0.3450 | 0.6763 | 0.8224 |
87
+ | No log | 6.5455 | 72 | 0.6803 | 0.4116 | 0.6803 | 0.8248 |
88
+ | No log | 6.7273 | 74 | 0.7579 | 0.4157 | 0.7579 | 0.8705 |
89
+ | No log | 6.9091 | 76 | 0.7794 | 0.4007 | 0.7794 | 0.8828 |
90
+ | No log | 7.0909 | 78 | 0.8299 | 0.3231 | 0.8299 | 0.9110 |
91
+ | No log | 7.2727 | 80 | 0.8941 | 0.2804 | 0.8941 | 0.9456 |
92
+ | No log | 7.4545 | 82 | 1.0201 | 0.2526 | 1.0201 | 1.0100 |
93
+ | No log | 7.6364 | 84 | 1.0891 | 0.1922 | 1.0891 | 1.0436 |
94
+ | No log | 7.8182 | 86 | 1.1379 | 0.2358 | 1.1379 | 1.0667 |
95
+ | No log | 8.0 | 88 | 1.0337 | 0.3099 | 1.0337 | 1.0167 |
96
+ | No log | 8.1818 | 90 | 0.9252 | 0.2952 | 0.9252 | 0.9619 |
97
+ | No log | 8.3636 | 92 | 0.8341 | 0.4778 | 0.8341 | 0.9133 |
98
+ | No log | 8.5455 | 94 | 0.8978 | 0.3631 | 0.8978 | 0.9475 |
99
+ | No log | 8.7273 | 96 | 0.7806 | 0.4783 | 0.7806 | 0.8835 |
100
+ | No log | 8.9091 | 98 | 0.9262 | 0.2938 | 0.9262 | 0.9624 |
101
+ | No log | 9.0909 | 100 | 1.1784 | 0.2366 | 1.1784 | 1.0855 |
102
+ | No log | 9.2727 | 102 | 1.2189 | 0.2366 | 1.2189 | 1.1041 |
103
+ | No log | 9.4545 | 104 | 1.0006 | 0.1872 | 1.0006 | 1.0003 |
104
+ | No log | 9.6364 | 106 | 0.8888 | 0.2557 | 0.8888 | 0.9428 |
105
+ | No log | 9.8182 | 108 | 0.8773 | 0.3526 | 0.8773 | 0.9366 |
106
+ | No log | 10.0 | 110 | 0.8973 | 0.3037 | 0.8973 | 0.9473 |
107
+ | No log | 10.1818 | 112 | 0.9208 | 0.2797 | 0.9208 | 0.9596 |
108
+ | No log | 10.3636 | 114 | 0.9195 | 0.3363 | 0.9195 | 0.9589 |
109
+ | No log | 10.5455 | 116 | 0.9835 | 0.3783 | 0.9835 | 0.9917 |
110
+ | No log | 10.7273 | 118 | 1.0350 | 0.2950 | 1.0350 | 1.0173 |
111
+ | No log | 10.9091 | 120 | 1.1033 | 0.2935 | 1.1033 | 1.0504 |
112
+ | No log | 11.0909 | 122 | 1.3206 | 0.2990 | 1.3206 | 1.1492 |
113
+ | No log | 11.2727 | 124 | 1.4766 | 0.1932 | 1.4766 | 1.2152 |
114
+ | No log | 11.4545 | 126 | 1.3460 | 0.2734 | 1.3460 | 1.1602 |
115
+ | No log | 11.6364 | 128 | 1.0634 | 0.2971 | 1.0634 | 1.0312 |
116
+ | No log | 11.8182 | 130 | 0.9190 | 0.3492 | 0.9190 | 0.9586 |
117
+ | No log | 12.0 | 132 | 0.9225 | 0.3824 | 0.9225 | 0.9605 |
118
+ | No log | 12.1818 | 134 | 0.9748 | 0.2864 | 0.9748 | 0.9873 |
119
+ | No log | 12.3636 | 136 | 1.0345 | 0.2971 | 1.0345 | 1.0171 |
120
+ | No log | 12.5455 | 138 | 1.0308 | 0.2109 | 1.0308 | 1.0153 |
121
+ | No log | 12.7273 | 140 | 0.9299 | 0.3618 | 0.9299 | 0.9643 |
122
+ | No log | 12.9091 | 142 | 0.8396 | 0.3723 | 0.8396 | 0.9163 |
123
+ | No log | 13.0909 | 144 | 0.8380 | 0.3450 | 0.8380 | 0.9154 |
124
+ | No log | 13.2727 | 146 | 0.9955 | 0.2416 | 0.9955 | 0.9977 |
125
+ | No log | 13.4545 | 148 | 1.0523 | 0.3253 | 1.0523 | 1.0258 |
126
+ | No log | 13.6364 | 150 | 0.9215 | 0.3410 | 0.9215 | 0.9600 |
127
+ | No log | 13.8182 | 152 | 0.8384 | 0.4063 | 0.8384 | 0.9156 |
128
+ | No log | 14.0 | 154 | 0.8435 | 0.3652 | 0.8435 | 0.9184 |
129
+ | No log | 14.1818 | 156 | 0.9042 | 0.3133 | 0.9042 | 0.9509 |
130
+ | No log | 14.3636 | 158 | 0.9021 | 0.3297 | 0.9021 | 0.9498 |
131
+ | No log | 14.5455 | 160 | 0.9374 | 0.2905 | 0.9374 | 0.9682 |
132
+ | No log | 14.7273 | 162 | 0.8828 | 0.2853 | 0.8828 | 0.9396 |
133
+ | No log | 14.9091 | 164 | 0.8728 | 0.3074 | 0.8728 | 0.9342 |
134
+ | No log | 15.0909 | 166 | 0.8724 | 0.36 | 0.8724 | 0.9340 |
135
+ | No log | 15.2727 | 168 | 0.8594 | 0.3103 | 0.8594 | 0.9271 |
136
+ | No log | 15.4545 | 170 | 0.9284 | 0.2960 | 0.9284 | 0.9635 |
137
+ | No log | 15.6364 | 172 | 0.9774 | 0.3508 | 0.9774 | 0.9886 |
138
+ | No log | 15.8182 | 174 | 0.8815 | 0.3206 | 0.8815 | 0.9389 |
139
+ | No log | 16.0 | 176 | 0.8766 | 0.3257 | 0.8766 | 0.9363 |
140
+ | No log | 16.1818 | 178 | 0.8571 | 0.3111 | 0.8571 | 0.9258 |
141
+ | No log | 16.3636 | 180 | 0.8711 | 0.3195 | 0.8711 | 0.9333 |
142
+ | No log | 16.5455 | 182 | 0.9824 | 0.2965 | 0.9824 | 0.9911 |
143
+ | No log | 16.7273 | 184 | 1.2457 | 0.1984 | 1.2457 | 1.1161 |
144
+ | No log | 16.9091 | 186 | 1.3462 | 0.1885 | 1.3462 | 1.1602 |
145
+ | No log | 17.0909 | 188 | 1.1678 | 0.2421 | 1.1678 | 1.0806 |
146
+ | No log | 17.2727 | 190 | 0.9017 | 0.3719 | 0.9017 | 0.9496 |
147
+ | No log | 17.4545 | 192 | 0.8041 | 0.3571 | 0.8041 | 0.8967 |
148
+ | No log | 17.6364 | 194 | 0.7762 | 0.4222 | 0.7762 | 0.8810 |
149
+ | No log | 17.8182 | 196 | 0.7923 | 0.3775 | 0.7923 | 0.8901 |
150
+ | No log | 18.0 | 198 | 0.9640 | 0.3204 | 0.9640 | 0.9819 |
151
+ | No log | 18.1818 | 200 | 1.1619 | 0.2930 | 1.1619 | 1.0779 |
152
+ | No log | 18.3636 | 202 | 1.1879 | 0.3394 | 1.1879 | 1.0899 |
153
+ | No log | 18.5455 | 204 | 1.0204 | 0.3065 | 1.0204 | 1.0102 |
154
+ | No log | 18.7273 | 206 | 0.8550 | 0.3590 | 0.8550 | 0.9247 |
155
+ | No log | 18.9091 | 208 | 0.8233 | 0.3961 | 0.8233 | 0.9074 |
156
+ | No log | 19.0909 | 210 | 0.7865 | 0.4507 | 0.7865 | 0.8868 |
157
+ | No log | 19.2727 | 212 | 0.7805 | 0.3991 | 0.7805 | 0.8834 |
158
+ | No log | 19.4545 | 214 | 0.8842 | 0.3342 | 0.8842 | 0.9403 |
159
+ | No log | 19.6364 | 216 | 1.0303 | 0.2901 | 1.0303 | 1.0150 |
160
+ | No log | 19.8182 | 218 | 1.0591 | 0.3542 | 1.0591 | 1.0291 |
161
+ | No log | 20.0 | 220 | 0.9201 | 0.3289 | 0.9201 | 0.9592 |
162
+ | No log | 20.1818 | 222 | 0.8614 | 0.3218 | 0.8614 | 0.9281 |
163
+ | No log | 20.3636 | 224 | 0.8293 | 0.3255 | 0.8293 | 0.9107 |
164
+ | No log | 20.5455 | 226 | 0.8365 | 0.3798 | 0.8365 | 0.9146 |
165
+ | No log | 20.7273 | 228 | 0.9299 | 0.2602 | 0.9299 | 0.9643 |
166
+ | No log | 20.9091 | 230 | 1.0229 | 0.2209 | 1.0229 | 1.0114 |
167
+ | No log | 21.0909 | 232 | 1.0416 | 0.2461 | 1.0416 | 1.0206 |
168
+ | No log | 21.2727 | 234 | 1.0107 | 0.2396 | 1.0107 | 1.0054 |
169
+ | No log | 21.4545 | 236 | 1.0809 | 0.2547 | 1.0809 | 1.0397 |
170
+ | No log | 21.6364 | 238 | 1.1082 | 0.3126 | 1.1082 | 1.0527 |
171
+ | No log | 21.8182 | 240 | 1.0090 | 0.3274 | 1.0090 | 1.0045 |
172
+ | No log | 22.0 | 242 | 0.8048 | 0.3775 | 0.8048 | 0.8971 |
173
+ | No log | 22.1818 | 244 | 0.7487 | 0.3715 | 0.7487 | 0.8653 |
174
+ | No log | 22.3636 | 246 | 0.7461 | 0.3669 | 0.7461 | 0.8638 |
175
+ | No log | 22.5455 | 248 | 0.7548 | 0.4699 | 0.7548 | 0.8688 |
176
+ | No log | 22.7273 | 250 | 0.8844 | 0.3790 | 0.8844 | 0.9405 |
177
+ | No log | 22.9091 | 252 | 0.9397 | 0.4260 | 0.9397 | 0.9694 |
178
+ | No log | 23.0909 | 254 | 0.8825 | 0.4074 | 0.8825 | 0.9394 |
179
+ | No log | 23.2727 | 256 | 0.8164 | 0.4012 | 0.8164 | 0.9035 |
180
+ | No log | 23.4545 | 258 | 0.7827 | 0.3976 | 0.7827 | 0.8847 |
181
+ | No log | 23.6364 | 260 | 0.8022 | 0.4012 | 0.8022 | 0.8956 |
182
+ | No log | 23.8182 | 262 | 0.9333 | 0.3615 | 0.9333 | 0.9661 |
183
+ | No log | 24.0 | 264 | 1.0322 | 0.3902 | 1.0322 | 1.0160 |
184
+ | No log | 24.1818 | 266 | 0.9966 | 0.3809 | 0.9966 | 0.9983 |
185
+ | No log | 24.3636 | 268 | 0.9876 | 0.3615 | 0.9876 | 0.9938 |
186
+ | No log | 24.5455 | 270 | 0.9299 | 0.3355 | 0.9299 | 0.9643 |
187
+ | No log | 24.7273 | 272 | 0.9906 | 0.3689 | 0.9906 | 0.9953 |
188
+ | No log | 24.9091 | 274 | 1.1271 | 0.2018 | 1.1271 | 1.0617 |
189
+ | No log | 25.0909 | 276 | 1.0844 | 0.2138 | 1.0844 | 1.0414 |
190
+ | No log | 25.2727 | 278 | 1.0177 | 0.2421 | 1.0177 | 1.0088 |
191
+ | No log | 25.4545 | 280 | 0.8680 | 0.3461 | 0.8680 | 0.9317 |
192
+ | No log | 25.6364 | 282 | 0.8613 | 0.3659 | 0.8613 | 0.9280 |
193
+ | No log | 25.8182 | 284 | 0.8345 | 0.3679 | 0.8345 | 0.9135 |
194
+ | No log | 26.0 | 286 | 0.8150 | 0.3721 | 0.8150 | 0.9028 |
195
+ | No log | 26.1818 | 288 | 0.8215 | 0.3919 | 0.8215 | 0.9064 |
196
+ | No log | 26.3636 | 290 | 0.8299 | 0.3779 | 0.8299 | 0.9110 |
197
+ | No log | 26.5455 | 292 | 0.9169 | 0.3363 | 0.9169 | 0.9575 |
198
+ | No log | 26.7273 | 294 | 1.0933 | 0.2857 | 1.0933 | 1.0456 |
199
+ | No log | 26.9091 | 296 | 1.0941 | 0.2930 | 1.0941 | 1.0460 |
200
+ | No log | 27.0909 | 298 | 1.0073 | 0.3052 | 1.0073 | 1.0037 |
201
+ | No log | 27.2727 | 300 | 0.8837 | 0.3618 | 0.8837 | 0.9400 |
202
+ | No log | 27.4545 | 302 | 0.8179 | 0.4072 | 0.8179 | 0.9044 |
203
+ | No log | 27.6364 | 304 | 0.8152 | 0.4124 | 0.8152 | 0.9029 |
204
+ | No log | 27.8182 | 306 | 0.7677 | 0.4212 | 0.7677 | 0.8762 |
205
+ | No log | 28.0 | 308 | 0.7657 | 0.3842 | 0.7657 | 0.8750 |
206
+ | No log | 28.1818 | 310 | 0.7792 | 0.4070 | 0.7792 | 0.8827 |
207
+ | No log | 28.3636 | 312 | 0.8068 | 0.3309 | 0.8068 | 0.8982 |
208
+ | No log | 28.5455 | 314 | 0.8041 | 0.3661 | 0.8041 | 0.8967 |
209
+ | No log | 28.7273 | 316 | 0.7272 | 0.3775 | 0.7272 | 0.8527 |
210
+ | No log | 28.9091 | 318 | 0.6796 | 0.4600 | 0.6796 | 0.8244 |
211
+ | No log | 29.0909 | 320 | 0.6740 | 0.4158 | 0.6740 | 0.8209 |
212
+ | No log | 29.2727 | 322 | 0.6631 | 0.4475 | 0.6631 | 0.8143 |
213
+ | No log | 29.4545 | 324 | 0.7538 | 0.4531 | 0.7538 | 0.8682 |
214
+ | No log | 29.6364 | 326 | 1.0299 | 0.3759 | 1.0299 | 1.0148 |
215
+ | No log | 29.8182 | 328 | 1.1833 | 0.2534 | 1.1833 | 1.0878 |
216
+ | No log | 30.0 | 330 | 1.1024 | 0.3033 | 1.1024 | 1.0500 |
217
+ | No log | 30.1818 | 332 | 0.9285 | 0.3786 | 0.9285 | 0.9636 |
218
+ | No log | 30.3636 | 334 | 0.8701 | 0.3803 | 0.8701 | 0.9328 |
219
+ | No log | 30.5455 | 336 | 0.8309 | 0.3803 | 0.8309 | 0.9115 |
220
+ | No log | 30.7273 | 338 | 0.7908 | 0.3710 | 0.7908 | 0.8892 |
221
+ | No log | 30.9091 | 340 | 0.7460 | 0.4239 | 0.7460 | 0.8637 |
222
+ | No log | 31.0909 | 342 | 0.7840 | 0.3732 | 0.7840 | 0.8855 |
223
+ | No log | 31.2727 | 344 | 0.8506 | 0.3483 | 0.8506 | 0.9223 |
224
+ | No log | 31.4545 | 346 | 0.8786 | 0.3747 | 0.8786 | 0.9373 |
225
+ | No log | 31.6364 | 348 | 0.9544 | 0.3887 | 0.9544 | 0.9769 |
226
+ | No log | 31.8182 | 350 | 0.9549 | 0.3577 | 0.9549 | 0.9772 |
227
+ | No log | 32.0 | 352 | 0.8753 | 0.3740 | 0.8753 | 0.9356 |
228
+ | No log | 32.1818 | 354 | 0.8104 | 0.4144 | 0.8104 | 0.9002 |
229
+ | No log | 32.3636 | 356 | 0.8068 | 0.4144 | 0.8068 | 0.8982 |
230
+ | No log | 32.5455 | 358 | 0.8079 | 0.4093 | 0.8079 | 0.8988 |
231
+ | No log | 32.7273 | 360 | 0.8291 | 0.3410 | 0.8291 | 0.9106 |
232
+ | No log | 32.9091 | 362 | 0.9054 | 0.4337 | 0.9054 | 0.9515 |
233
+ | No log | 33.0909 | 364 | 0.9094 | 0.4337 | 0.9094 | 0.9536 |
234
+ | No log | 33.2727 | 366 | 0.9449 | 0.3663 | 0.9449 | 0.9721 |
235
+ | No log | 33.4545 | 368 | 0.9896 | 0.3593 | 0.9896 | 0.9948 |
236
+ | No log | 33.6364 | 370 | 0.9754 | 0.3680 | 0.9754 | 0.9876 |
237
+ | No log | 33.8182 | 372 | 0.9203 | 0.3074 | 0.9203 | 0.9593 |
238
+ | No log | 34.0 | 374 | 0.9173 | 0.3067 | 0.9173 | 0.9578 |
239
+ | No log | 34.1818 | 376 | 0.8949 | 0.2952 | 0.8949 | 0.9460 |
240
+ | No log | 34.3636 | 378 | 0.8681 | 0.3251 | 0.8681 | 0.9317 |
241
+ | No log | 34.5455 | 380 | 0.8164 | 0.3307 | 0.8164 | 0.9036 |
242
+ | No log | 34.7273 | 382 | 0.8190 | 0.3468 | 0.8190 | 0.9050 |
243
+ | No log | 34.9091 | 384 | 0.8370 | 0.3719 | 0.8370 | 0.9149 |
244
+ | No log | 35.0909 | 386 | 0.7730 | 0.4124 | 0.7730 | 0.8792 |
245
+ | No log | 35.2727 | 388 | 0.6783 | 0.4413 | 0.6783 | 0.8236 |
246
+ | No log | 35.4545 | 390 | 0.6502 | 0.4575 | 0.6502 | 0.8063 |
247
+ | No log | 35.6364 | 392 | 0.6443 | 0.5326 | 0.6443 | 0.8027 |
248
+ | No log | 35.8182 | 394 | 0.6662 | 0.4473 | 0.6662 | 0.8162 |
249
+ | No log | 36.0 | 396 | 0.7135 | 0.4451 | 0.7135 | 0.8447 |
250
+ | No log | 36.1818 | 398 | 0.7679 | 0.3889 | 0.7679 | 0.8763 |
251
+ | No log | 36.3636 | 400 | 0.7613 | 0.4476 | 0.7613 | 0.8725 |
252
+ | No log | 36.5455 | 402 | 0.6961 | 0.4704 | 0.6961 | 0.8343 |
253
+ | No log | 36.7273 | 404 | 0.6879 | 0.4642 | 0.6879 | 0.8294 |
254
+ | No log | 36.9091 | 406 | 0.7066 | 0.4484 | 0.7066 | 0.8406 |
255
+ | No log | 37.0909 | 408 | 0.7582 | 0.3885 | 0.7582 | 0.8707 |
256
+ | No log | 37.2727 | 410 | 0.8165 | 0.3700 | 0.8165 | 0.9036 |
257
+ | No log | 37.4545 | 412 | 0.8930 | 0.4116 | 0.8930 | 0.9450 |
258
+ | No log | 37.6364 | 414 | 0.8887 | 0.4070 | 0.8887 | 0.9427 |
259
+ | No log | 37.8182 | 416 | 0.8042 | 0.4104 | 0.8042 | 0.8968 |
260
+ | No log | 38.0 | 418 | 0.7176 | 0.4260 | 0.7176 | 0.8471 |
261
+ | No log | 38.1818 | 420 | 0.7136 | 0.4260 | 0.7136 | 0.8447 |
262
+ | No log | 38.3636 | 422 | 0.7616 | 0.3820 | 0.7616 | 0.8727 |
263
+ | No log | 38.5455 | 424 | 0.8597 | 0.3446 | 0.8597 | 0.9272 |
264
+ | No log | 38.7273 | 426 | 1.0195 | 0.3716 | 1.0195 | 1.0097 |
265
+ | No log | 38.9091 | 428 | 1.0446 | 0.3228 | 1.0446 | 1.0221 |
266
+ | No log | 39.0909 | 430 | 0.9631 | 0.4081 | 0.9631 | 0.9814 |
267
+ | No log | 39.2727 | 432 | 0.8570 | 0.4152 | 0.8570 | 0.9257 |
268
+ | No log | 39.4545 | 434 | 0.7492 | 0.4144 | 0.7492 | 0.8656 |
269
+ | No log | 39.6364 | 436 | 0.6999 | 0.4601 | 0.6999 | 0.8366 |
270
+ | No log | 39.8182 | 438 | 0.7164 | 0.4155 | 0.7164 | 0.8464 |
271
+ | No log | 40.0 | 440 | 0.7859 | 0.4125 | 0.7859 | 0.8865 |
272
+ | No log | 40.1818 | 442 | 0.9239 | 0.3393 | 0.9239 | 0.9612 |
273
+ | No log | 40.3636 | 444 | 1.0221 | 0.2941 | 1.0221 | 1.0110 |
274
+ | No log | 40.5455 | 446 | 1.0153 | 0.2941 | 1.0153 | 1.0076 |
275
+ | No log | 40.7273 | 448 | 0.9174 | 0.3528 | 0.9174 | 0.9578 |
276
+ | No log | 40.9091 | 450 | 0.7740 | 0.3968 | 0.7740 | 0.8798 |
277
+ | No log | 41.0909 | 452 | 0.7002 | 0.4341 | 0.7002 | 0.8368 |
278
+ | No log | 41.2727 | 454 | 0.6783 | 0.5195 | 0.6783 | 0.8236 |
279
+ | No log | 41.4545 | 456 | 0.6765 | 0.4866 | 0.6765 | 0.8225 |
280
+ | No log | 41.6364 | 458 | 0.7068 | 0.4085 | 0.7068 | 0.8407 |
281
+ | No log | 41.8182 | 460 | 0.8041 | 0.4045 | 0.8041 | 0.8967 |
282
+ | No log | 42.0 | 462 | 0.8869 | 0.3527 | 0.8869 | 0.9418 |
283
+ | No log | 42.1818 | 464 | 0.8613 | 0.3827 | 0.8613 | 0.9280 |
284
+ | No log | 42.3636 | 466 | 0.8030 | 0.4092 | 0.8030 | 0.8961 |
285
+ | No log | 42.5455 | 468 | 0.7328 | 0.4065 | 0.7328 | 0.8560 |
286
+ | No log | 42.7273 | 470 | 0.6921 | 0.4700 | 0.6921 | 0.8319 |
287
+ | No log | 42.9091 | 472 | 0.6860 | 0.4866 | 0.6860 | 0.8282 |
288
+ | No log | 43.0909 | 474 | 0.7121 | 0.4562 | 0.7121 | 0.8438 |
289
+ | No log | 43.2727 | 476 | 0.7548 | 0.3690 | 0.7548 | 0.8688 |
290
+ | No log | 43.4545 | 478 | 0.8591 | 0.3321 | 0.8591 | 0.9269 |
291
+ | No log | 43.6364 | 480 | 0.9642 | 0.2901 | 0.9642 | 0.9819 |
292
+ | No log | 43.8182 | 482 | 0.9618 | 0.2901 | 0.9618 | 0.9807 |
293
+ | No log | 44.0 | 484 | 0.8853 | 0.3690 | 0.8853 | 0.9409 |
294
+ | No log | 44.1818 | 486 | 0.7976 | 0.3885 | 0.7976 | 0.8931 |
295
+ | No log | 44.3636 | 488 | 0.7690 | 0.3669 | 0.7690 | 0.8769 |
296
+ | No log | 44.5455 | 490 | 0.7423 | 0.4017 | 0.7423 | 0.8616 |
297
+ | No log | 44.7273 | 492 | 0.7267 | 0.4017 | 0.7267 | 0.8525 |
298
+ | No log | 44.9091 | 494 | 0.7187 | 0.3971 | 0.7187 | 0.8478 |
299
+ | No log | 45.0909 | 496 | 0.7409 | 0.4017 | 0.7409 | 0.8608 |
300
+ | No log | 45.2727 | 498 | 0.7596 | 0.3780 | 0.7596 | 0.8715 |
301
+ | 0.2887 | 45.4545 | 500 | 0.7821 | 0.4063 | 0.7821 | 0.8844 |
302
+ | 0.2887 | 45.6364 | 502 | 0.7754 | 0.4063 | 0.7754 | 0.8806 |
303
+ | 0.2887 | 45.8182 | 504 | 0.7359 | 0.4232 | 0.7359 | 0.8578 |
304
+ | 0.2887 | 46.0 | 506 | 0.6979 | 0.4155 | 0.6979 | 0.8354 |
305
+ | 0.2887 | 46.1818 | 508 | 0.6907 | 0.4467 | 0.6907 | 0.8311 |
306
+ | 0.2887 | 46.3636 | 510 | 0.7077 | 0.4085 | 0.7077 | 0.8412 |
307
+ | 0.2887 | 46.5455 | 512 | 0.7333 | 0.4302 | 0.7333 | 0.8563 |
308
+ | 0.2887 | 46.7273 | 514 | 0.7640 | 0.4354 | 0.7640 | 0.8741 |
309
+ | 0.2887 | 46.9091 | 516 | 0.7906 | 0.4423 | 0.7906 | 0.8891 |
310
+ | 0.2887 | 47.0909 | 518 | 0.8231 | 0.4284 | 0.8231 | 0.9072 |
311
+ | 0.2887 | 47.2727 | 520 | 0.8315 | 0.3798 | 0.8315 | 0.9119 |
312
+ | 0.2887 | 47.4545 | 522 | 0.8380 | 0.3440 | 0.8380 | 0.9155 |
313
+ | 0.2887 | 47.6364 | 524 | 0.8523 | 0.3440 | 0.8523 | 0.9232 |
314
+ | 0.2887 | 47.8182 | 526 | 0.8373 | 0.3798 | 0.8373 | 0.9150 |
315
+ | 0.2887 | 48.0 | 528 | 0.8781 | 0.3125 | 0.8781 | 0.9371 |
316
 
317
 
318
  ### Framework versions