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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_task7_organization

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  1. README.md +266 -269
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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_run1_AugV5_k9_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k9_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: 0.6401
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- - Qwk: 0.2748
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- - Mse: 0.6401
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- - Rmse: 0.8001
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  ## Model description
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@@ -49,269 +49,266 @@ 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 | 0.0714 | 2 | 2.4299 | -0.0646 | 2.4299 | 1.5588 |
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- | No log | 0.1429 | 4 | 1.1724 | 0.1882 | 1.1724 | 1.0828 |
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- | No log | 0.2143 | 6 | 1.0779 | -0.1866 | 1.0779 | 1.0382 |
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- | No log | 0.2857 | 8 | 0.9569 | 0.0075 | 0.9569 | 0.9782 |
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- | No log | 0.3571 | 10 | 0.7940 | 0.1561 | 0.7940 | 0.8911 |
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- | No log | 0.4286 | 12 | 0.7845 | 0.0481 | 0.7845 | 0.8857 |
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- | No log | 0.5 | 14 | 0.7791 | 0.0 | 0.7791 | 0.8827 |
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- | No log | 0.5714 | 16 | 0.7892 | 0.0 | 0.7892 | 0.8884 |
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- | No log | 0.6429 | 18 | 0.8219 | 0.0 | 0.8219 | 0.9066 |
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- | No log | 0.7143 | 20 | 0.8950 | 0.0937 | 0.8950 | 0.9461 |
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- | No log | 0.7857 | 22 | 0.9668 | 0.1724 | 0.9668 | 0.9833 |
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- | No log | 0.8571 | 24 | 0.9830 | 0.3090 | 0.9830 | 0.9915 |
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- | No log | 0.9286 | 26 | 0.9473 | 0.3090 | 0.9473 | 0.9733 |
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- | No log | 1.0 | 28 | 0.8423 | 0.1770 | 0.8423 | 0.9177 |
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- | No log | 1.0714 | 30 | 0.7505 | 0.0940 | 0.7505 | 0.8663 |
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- | No log | 1.1429 | 32 | 0.6911 | 0.0481 | 0.6911 | 0.8313 |
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- | No log | 1.2143 | 34 | 0.7070 | 0.0940 | 0.7070 | 0.8408 |
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- | No log | 1.2857 | 36 | 0.8666 | 0.0559 | 0.8666 | 0.9309 |
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- | No log | 1.3571 | 38 | 1.0130 | 0.1618 | 1.0130 | 1.0065 |
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- | No log | 1.4286 | 40 | 0.8519 | 0.0559 | 0.8519 | 0.9230 |
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- | No log | 1.5 | 42 | 0.7276 | 0.1633 | 0.7276 | 0.8530 |
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- | No log | 1.5714 | 44 | 0.7493 | 0.1673 | 0.7493 | 0.8656 |
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- | No log | 1.6429 | 46 | 0.9881 | 0.2308 | 0.9881 | 0.9940 |
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- | No log | 1.7143 | 48 | 1.3995 | -0.0092 | 1.3995 | 1.1830 |
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- | No log | 1.7857 | 50 | 1.5038 | 0.0590 | 1.5038 | 1.2263 |
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- | No log | 1.8571 | 52 | 1.3650 | 0.0584 | 1.3650 | 1.1683 |
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- | No log | 1.9286 | 54 | 1.0836 | 0.1856 | 1.0836 | 1.0410 |
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- | No log | 2.0 | 56 | 0.8649 | 0.0937 | 0.8649 | 0.9300 |
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- | No log | 2.0714 | 58 | 0.7838 | 0.0 | 0.7838 | 0.8854 |
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- | No log | 2.1429 | 60 | 0.7527 | 0.1139 | 0.7527 | 0.8676 |
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- | No log | 2.2143 | 62 | 0.7651 | 0.0840 | 0.7651 | 0.8747 |
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- | No log | 2.2857 | 64 | 0.7770 | 0.1139 | 0.7770 | 0.8815 |
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- | No log | 2.3571 | 66 | 0.8147 | 0.1660 | 0.8147 | 0.9026 |
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- | No log | 2.4286 | 68 | 0.9386 | 0.1358 | 0.9386 | 0.9688 |
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- | No log | 2.5 | 70 | 0.9674 | 0.0955 | 0.9674 | 0.9836 |
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- | No log | 2.5714 | 72 | 0.9609 | 0.0955 | 0.9609 | 0.9803 |
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- | No log | 2.6429 | 74 | 0.8657 | 0.1702 | 0.8657 | 0.9304 |
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- | No log | 2.7143 | 76 | 0.8464 | 0.2063 | 0.8464 | 0.9200 |
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- | No log | 2.7857 | 78 | 0.8842 | 0.1702 | 0.8842 | 0.9403 |
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- | No log | 2.8571 | 80 | 0.8949 | 0.2063 | 0.8949 | 0.9460 |
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- | No log | 2.9286 | 82 | 0.8463 | 0.1660 | 0.8463 | 0.9199 |
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- | No log | 3.0 | 84 | 0.8760 | 0.1718 | 0.8760 | 0.9359 |
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- | No log | 3.0714 | 86 | 0.9303 | 0.2046 | 0.9303 | 0.9645 |
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- | No log | 3.1429 | 88 | 0.8360 | 0.2096 | 0.8360 | 0.9143 |
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- | No log | 3.2143 | 90 | 0.8109 | 0.2981 | 0.8109 | 0.9005 |
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- | No log | 3.2857 | 92 | 0.7914 | 0.2572 | 0.7914 | 0.8896 |
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- | No log | 3.3571 | 94 | 0.8013 | 0.2558 | 0.8013 | 0.8951 |
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- | No log | 3.4286 | 96 | 0.8303 | 0.2328 | 0.8303 | 0.9112 |
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- | No log | 3.5 | 98 | 0.7915 | 0.2261 | 0.7915 | 0.8897 |
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- | No log | 3.5714 | 100 | 0.7724 | 0.2923 | 0.7724 | 0.8789 |
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- | No log | 3.6429 | 102 | 0.8001 | 0.2328 | 0.8001 | 0.8945 |
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- | No log | 3.7143 | 104 | 0.8543 | 0.3497 | 0.8543 | 0.9243 |
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- | No log | 3.7857 | 106 | 0.9692 | 0.1642 | 0.9692 | 0.9845 |
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- | No log | 3.8571 | 108 | 0.8190 | 0.3699 | 0.8190 | 0.9050 |
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- | No log | 3.9286 | 110 | 0.7580 | 0.1638 | 0.7580 | 0.8706 |
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- | No log | 4.0 | 112 | 0.9622 | 0.2119 | 0.9622 | 0.9809 |
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- | No log | 4.0714 | 114 | 1.1173 | 0.0470 | 1.1173 | 1.0570 |
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- | No log | 4.1429 | 116 | 1.0323 | 0.1565 | 1.0323 | 1.0160 |
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- | No log | 4.2143 | 118 | 0.8665 | 0.0916 | 0.8665 | 0.9308 |
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- | No log | 4.2857 | 120 | 0.8334 | 0.2604 | 0.8334 | 0.9129 |
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- | No log | 4.3571 | 122 | 0.9169 | 0.3042 | 0.9169 | 0.9575 |
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- | No log | 4.4286 | 124 | 0.8271 | 0.2149 | 0.8271 | 0.9094 |
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- | No log | 4.5 | 126 | 0.7938 | 0.0725 | 0.7938 | 0.8909 |
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- | No log | 4.5714 | 128 | 0.8330 | 0.0949 | 0.8330 | 0.9127 |
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- | No log | 4.6429 | 130 | 0.7986 | 0.1608 | 0.7986 | 0.8937 |
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- | No log | 4.7143 | 132 | 0.7797 | 0.2204 | 0.7797 | 0.8830 |
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- | No log | 4.7857 | 134 | 0.7645 | 0.1636 | 0.7645 | 0.8744 |
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- | No log | 4.8571 | 136 | 0.8408 | 0.1612 | 0.8408 | 0.9169 |
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- | No log | 4.9286 | 138 | 0.9763 | 0.1618 | 0.9763 | 0.9881 |
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- | No log | 5.0 | 140 | 0.9230 | 0.1313 | 0.9230 | 0.9607 |
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- | No log | 5.0714 | 142 | 0.7900 | 0.1687 | 0.7900 | 0.8888 |
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- | No log | 5.1429 | 144 | 0.7831 | 0.1815 | 0.7831 | 0.8849 |
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- | No log | 5.2143 | 146 | 0.9184 | 0.3606 | 0.9184 | 0.9583 |
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- | No log | 5.2857 | 148 | 0.8909 | 0.3538 | 0.8909 | 0.9439 |
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- | No log | 5.3571 | 150 | 0.7656 | 0.2754 | 0.7656 | 0.8750 |
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- | No log | 5.4286 | 152 | 0.7269 | 0.1660 | 0.7269 | 0.8526 |
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- | No log | 5.5 | 154 | 0.8545 | 0.1711 | 0.8545 | 0.9244 |
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- | No log | 5.5714 | 156 | 0.9041 | 0.2008 | 0.9041 | 0.9508 |
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- | No log | 5.6429 | 158 | 0.8430 | 0.1323 | 0.8430 | 0.9181 |
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- | No log | 5.7143 | 160 | 0.7629 | 0.1660 | 0.7629 | 0.8734 |
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- | No log | 5.7857 | 162 | 0.6959 | 0.2783 | 0.6959 | 0.8342 |
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- | No log | 5.8571 | 164 | 0.7406 | 0.3329 | 0.7406 | 0.8606 |
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- | No log | 5.9286 | 166 | 0.7364 | 0.3399 | 0.7364 | 0.8581 |
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- | No log | 6.0 | 168 | 0.7203 | 0.2261 | 0.7203 | 0.8487 |
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- | No log | 6.0714 | 170 | 0.7200 | 0.2513 | 0.7200 | 0.8485 |
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- | No log | 6.1429 | 172 | 0.7315 | 0.1803 | 0.7315 | 0.8553 |
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- | No log | 6.2143 | 174 | 0.7396 | 0.2355 | 0.7396 | 0.8600 |
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- | No log | 6.2857 | 176 | 0.7299 | 0.2453 | 0.7299 | 0.8543 |
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- | No log | 6.3571 | 178 | 0.7423 | 0.2553 | 0.7423 | 0.8615 |
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- | No log | 6.4286 | 180 | 0.7601 | 0.2831 | 0.7601 | 0.8718 |
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- | No log | 6.5 | 182 | 0.7824 | 0.2805 | 0.7824 | 0.8845 |
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- | No log | 6.5714 | 184 | 0.8161 | 0.3633 | 0.8161 | 0.9034 |
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- | No log | 6.6429 | 186 | 0.7871 | 0.2241 | 0.7871 | 0.8872 |
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- | No log | 6.7143 | 188 | 0.7713 | 0.2834 | 0.7713 | 0.8782 |
146
- | No log | 6.7857 | 190 | 0.7646 | 0.2371 | 0.7646 | 0.8744 |
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- | No log | 6.8571 | 192 | 0.7815 | 0.2722 | 0.7815 | 0.8840 |
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- | No log | 6.9286 | 194 | 0.7978 | 0.2692 | 0.7978 | 0.8932 |
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- | No log | 7.0 | 196 | 0.7528 | 0.1866 | 0.7528 | 0.8677 |
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- | No log | 7.0714 | 198 | 0.7052 | 0.2890 | 0.7052 | 0.8398 |
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- | No log | 7.1429 | 200 | 0.6998 | 0.2327 | 0.6998 | 0.8365 |
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- | No log | 7.2143 | 202 | 0.7161 | 0.2895 | 0.7161 | 0.8462 |
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- | No log | 7.2857 | 204 | 0.7452 | 0.3610 | 0.7452 | 0.8632 |
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- | No log | 7.3571 | 206 | 0.8534 | 0.2977 | 0.8534 | 0.9238 |
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- | No log | 7.4286 | 208 | 0.9354 | 0.2323 | 0.9354 | 0.9672 |
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- | No log | 7.5 | 210 | 0.8236 | 0.2790 | 0.8236 | 0.9075 |
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- | No log | 7.5714 | 212 | 0.7212 | 0.2857 | 0.7212 | 0.8492 |
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- | No log | 7.6429 | 214 | 0.6876 | 0.2970 | 0.6876 | 0.8292 |
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- | No log | 7.7143 | 216 | 0.6750 | 0.2675 | 0.6750 | 0.8216 |
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- | No log | 7.7857 | 218 | 0.6699 | 0.2745 | 0.6699 | 0.8185 |
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- | No log | 7.8571 | 220 | 0.6668 | 0.3366 | 0.6668 | 0.8166 |
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- | No log | 7.9286 | 222 | 0.6663 | 0.3348 | 0.6663 | 0.8163 |
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- | No log | 8.0 | 224 | 0.7183 | 0.3829 | 0.7183 | 0.8475 |
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- | No log | 8.0714 | 226 | 0.7411 | 0.3730 | 0.7411 | 0.8609 |
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- | No log | 8.1429 | 228 | 0.6858 | 0.3542 | 0.6858 | 0.8281 |
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- | No log | 8.2143 | 230 | 0.6471 | 0.3509 | 0.6471 | 0.8044 |
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- | No log | 8.2857 | 232 | 0.6632 | 0.2621 | 0.6632 | 0.8144 |
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- | No log | 8.3571 | 234 | 0.6671 | 0.3060 | 0.6671 | 0.8167 |
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- | No log | 8.4286 | 236 | 0.6793 | 0.4059 | 0.6793 | 0.8242 |
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- | No log | 8.5 | 238 | 0.8031 | 0.3068 | 0.8031 | 0.8961 |
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- | No log | 8.5714 | 240 | 0.9319 | 0.2881 | 0.9319 | 0.9653 |
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- | No log | 8.6429 | 242 | 1.0108 | 0.2533 | 1.0108 | 1.0054 |
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- | No log | 8.7143 | 244 | 0.9720 | 0.2303 | 0.9720 | 0.9859 |
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- | No log | 8.7857 | 246 | 0.7844 | 0.3925 | 0.7844 | 0.8857 |
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- | No log | 8.8571 | 248 | 0.7223 | 0.3879 | 0.7223 | 0.8499 |
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- | No log | 8.9286 | 250 | 0.7040 | 0.2373 | 0.7040 | 0.8391 |
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- | No log | 9.0 | 252 | 0.6971 | 0.2842 | 0.6971 | 0.8349 |
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- | No log | 9.0714 | 254 | 0.6922 | 0.2947 | 0.6922 | 0.8320 |
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- | No log | 9.1429 | 256 | 0.6981 | 0.2171 | 0.6981 | 0.8355 |
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- | No log | 9.2143 | 258 | 0.7478 | 0.2555 | 0.7478 | 0.8647 |
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- | No log | 9.2857 | 260 | 0.7321 | 0.2245 | 0.7321 | 0.8556 |
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- | No log | 9.3571 | 262 | 0.6661 | 0.2548 | 0.6661 | 0.8162 |
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- | No log | 9.4286 | 264 | 0.6417 | 0.2878 | 0.6417 | 0.8011 |
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- | No log | 9.5 | 266 | 0.6292 | 0.3289 | 0.6292 | 0.7932 |
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- | No log | 9.5714 | 268 | 0.6156 | 0.3289 | 0.6156 | 0.7846 |
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- | No log | 9.6429 | 270 | 0.6149 | 0.2842 | 0.6149 | 0.7841 |
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- | No log | 9.7143 | 272 | 0.6418 | 0.2897 | 0.6418 | 0.8011 |
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- | No log | 9.7857 | 274 | 0.6958 | 0.2555 | 0.6958 | 0.8341 |
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- | No log | 9.8571 | 276 | 0.6873 | 0.1993 | 0.6873 | 0.8291 |
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- | No log | 9.9286 | 278 | 0.6520 | 0.2036 | 0.6520 | 0.8075 |
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- | No log | 10.0 | 280 | 0.6368 | 0.1687 | 0.6368 | 0.7980 |
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- | No log | 10.0714 | 282 | 0.6349 | 0.2748 | 0.6349 | 0.7968 |
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- | No log | 10.1429 | 284 | 0.6385 | 0.2923 | 0.6385 | 0.7991 |
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- | No log | 10.2143 | 286 | 0.6433 | 0.3081 | 0.6433 | 0.8020 |
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- | No log | 10.2857 | 288 | 0.6278 | 0.3183 | 0.6278 | 0.7923 |
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- | No log | 10.3571 | 290 | 0.6395 | 0.4259 | 0.6395 | 0.7997 |
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- | No log | 10.4286 | 292 | 0.6499 | 0.3804 | 0.6499 | 0.8062 |
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- | No log | 10.5 | 294 | 0.6808 | 0.3976 | 0.6808 | 0.8251 |
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- | No log | 10.5714 | 296 | 0.6975 | 0.3976 | 0.6975 | 0.8352 |
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- | No log | 10.6429 | 298 | 0.6950 | 0.4083 | 0.6950 | 0.8337 |
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- | No log | 10.7143 | 300 | 0.6713 | 0.4026 | 0.6713 | 0.8193 |
202
- | No log | 10.7857 | 302 | 0.6724 | 0.2676 | 0.6724 | 0.8200 |
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- | No log | 10.8571 | 304 | 0.6879 | 0.2676 | 0.6879 | 0.8294 |
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- | No log | 10.9286 | 306 | 0.7013 | 0.2676 | 0.7013 | 0.8374 |
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- | No log | 11.0 | 308 | 0.7223 | 0.2852 | 0.7223 | 0.8499 |
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- | No log | 11.0714 | 310 | 0.7112 | 0.2676 | 0.7112 | 0.8433 |
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- | No log | 11.1429 | 312 | 0.7073 | 0.3029 | 0.7073 | 0.8410 |
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- | No log | 11.2143 | 314 | 0.7009 | 0.3105 | 0.7009 | 0.8372 |
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- | No log | 11.2857 | 316 | 0.7121 | 0.2940 | 0.7121 | 0.8439 |
210
- | No log | 11.3571 | 318 | 0.7046 | 0.3396 | 0.7046 | 0.8394 |
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- | No log | 11.4286 | 320 | 0.6951 | 0.2280 | 0.6951 | 0.8337 |
212
- | No log | 11.5 | 322 | 0.7101 | 0.2441 | 0.7101 | 0.8427 |
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- | No log | 11.5714 | 324 | 0.6980 | 0.2181 | 0.6980 | 0.8355 |
214
- | No log | 11.6429 | 326 | 0.7004 | 0.2135 | 0.7004 | 0.8369 |
215
- | No log | 11.7143 | 328 | 0.7028 | 0.2078 | 0.7028 | 0.8383 |
216
- | No log | 11.7857 | 330 | 0.7118 | 0.2063 | 0.7118 | 0.8437 |
217
- | No log | 11.8571 | 332 | 0.7011 | 0.2063 | 0.7011 | 0.8373 |
218
- | No log | 11.9286 | 334 | 0.6858 | 0.2543 | 0.6858 | 0.8281 |
219
- | No log | 12.0 | 336 | 0.6849 | 0.1539 | 0.6849 | 0.8276 |
220
- | No log | 12.0714 | 338 | 0.6967 | 0.2308 | 0.6967 | 0.8347 |
221
- | No log | 12.1429 | 340 | 0.7205 | 0.1093 | 0.7205 | 0.8488 |
222
- | No log | 12.2143 | 342 | 0.7204 | 0.1550 | 0.7204 | 0.8488 |
223
- | No log | 12.2857 | 344 | 0.7091 | 0.1660 | 0.7091 | 0.8421 |
224
- | No log | 12.3571 | 346 | 0.7172 | 0.0944 | 0.7172 | 0.8469 |
225
- | No log | 12.4286 | 348 | 0.7645 | 0.1673 | 0.7645 | 0.8743 |
226
- | No log | 12.5 | 350 | 0.8508 | 0.2263 | 0.8508 | 0.9224 |
227
- | No log | 12.5714 | 352 | 0.8930 | 0.2202 | 0.8930 | 0.9450 |
228
- | No log | 12.6429 | 354 | 0.8113 | 0.2254 | 0.8113 | 0.9007 |
229
- | No log | 12.7143 | 356 | 0.7221 | 0.2583 | 0.7221 | 0.8497 |
230
- | No log | 12.7857 | 358 | 0.6807 | 0.2552 | 0.6807 | 0.8250 |
231
- | No log | 12.8571 | 360 | 0.6788 | 0.2708 | 0.6788 | 0.8239 |
232
- | No log | 12.9286 | 362 | 0.6784 | 0.2361 | 0.6784 | 0.8237 |
233
- | No log | 13.0 | 364 | 0.6719 | 0.3050 | 0.6719 | 0.8197 |
234
- | No log | 13.0714 | 366 | 0.6630 | 0.2970 | 0.6630 | 0.8142 |
235
- | No log | 13.1429 | 368 | 0.6815 | 0.2862 | 0.6815 | 0.8255 |
236
- | No log | 13.2143 | 370 | 0.6996 | 0.3408 | 0.6996 | 0.8364 |
237
- | No log | 13.2857 | 372 | 0.7304 | 0.2555 | 0.7304 | 0.8546 |
238
- | No log | 13.3571 | 374 | 0.7644 | 0.2254 | 0.7644 | 0.8743 |
239
- | No log | 13.4286 | 376 | 0.7247 | 0.1958 | 0.7247 | 0.8513 |
240
- | No log | 13.5 | 378 | 0.6754 | 0.3162 | 0.6754 | 0.8219 |
241
- | No log | 13.5714 | 380 | 0.6392 | 0.3050 | 0.6392 | 0.7995 |
242
- | No log | 13.6429 | 382 | 0.6299 | 0.3050 | 0.6299 | 0.7937 |
243
- | No log | 13.7143 | 384 | 0.6310 | 0.3348 | 0.6310 | 0.7944 |
244
- | No log | 13.7857 | 386 | 0.6510 | 0.2249 | 0.6510 | 0.8069 |
245
- | No log | 13.8571 | 388 | 0.6797 | 0.2829 | 0.6797 | 0.8245 |
246
- | No log | 13.9286 | 390 | 0.6805 | 0.2829 | 0.6805 | 0.8249 |
247
- | No log | 14.0 | 392 | 0.6872 | 0.3124 | 0.6872 | 0.8290 |
248
- | No log | 14.0714 | 394 | 0.7086 | 0.3087 | 0.7086 | 0.8418 |
249
- | No log | 14.1429 | 396 | 0.6923 | 0.2829 | 0.6923 | 0.8320 |
250
- | No log | 14.2143 | 398 | 0.6734 | 0.2837 | 0.6734 | 0.8206 |
251
- | No log | 14.2857 | 400 | 0.6797 | 0.2715 | 0.6797 | 0.8244 |
252
- | No log | 14.3571 | 402 | 0.6834 | 0.2652 | 0.6834 | 0.8267 |
253
- | No log | 14.4286 | 404 | 0.6772 | 0.2622 | 0.6772 | 0.8229 |
254
- | No log | 14.5 | 406 | 0.6888 | 0.3357 | 0.6888 | 0.8299 |
255
- | No log | 14.5714 | 408 | 0.7459 | 0.3637 | 0.7459 | 0.8637 |
256
- | No log | 14.6429 | 410 | 0.8098 | 0.3551 | 0.8098 | 0.8999 |
257
- | No log | 14.7143 | 412 | 0.7775 | 0.3637 | 0.7775 | 0.8818 |
258
- | No log | 14.7857 | 414 | 0.7077 | 0.3087 | 0.7077 | 0.8412 |
259
- | No log | 14.8571 | 416 | 0.6625 | 0.2916 | 0.6625 | 0.8139 |
260
- | No log | 14.9286 | 418 | 0.6646 | 0.2607 | 0.6646 | 0.8152 |
261
- | No log | 15.0 | 420 | 0.6704 | 0.2748 | 0.6704 | 0.8188 |
262
- | No log | 15.0714 | 422 | 0.6743 | 0.2412 | 0.6743 | 0.8212 |
263
- | No log | 15.1429 | 424 | 0.6774 | 0.2641 | 0.6774 | 0.8230 |
264
- | No log | 15.2143 | 426 | 0.6805 | 0.2572 | 0.6805 | 0.8249 |
265
- | No log | 15.2857 | 428 | 0.6837 | 0.2572 | 0.6837 | 0.8269 |
266
- | No log | 15.3571 | 430 | 0.6708 | 0.2607 | 0.6708 | 0.8191 |
267
- | No log | 15.4286 | 432 | 0.6788 | 0.2642 | 0.6788 | 0.8239 |
268
- | No log | 15.5 | 434 | 0.7174 | 0.2550 | 0.7174 | 0.8470 |
269
- | No log | 15.5714 | 436 | 0.7323 | 0.2862 | 0.7323 | 0.8558 |
270
- | No log | 15.6429 | 438 | 0.7036 | 0.2299 | 0.7036 | 0.8388 |
271
- | No log | 15.7143 | 440 | 0.6786 | 0.2748 | 0.6786 | 0.8238 |
272
- | No log | 15.7857 | 442 | 0.7030 | 0.2537 | 0.7030 | 0.8385 |
273
- | No log | 15.8571 | 444 | 0.7167 | 0.2537 | 0.7167 | 0.8466 |
274
- | No log | 15.9286 | 446 | 0.6970 | 0.2405 | 0.6970 | 0.8349 |
275
- | No log | 16.0 | 448 | 0.6885 | 0.2412 | 0.6885 | 0.8297 |
276
- | No log | 16.0714 | 450 | 0.7292 | 0.1979 | 0.7292 | 0.8540 |
277
- | No log | 16.1429 | 452 | 0.7618 | 0.1924 | 0.7618 | 0.8728 |
278
- | No log | 16.2143 | 454 | 0.7296 | 0.2829 | 0.7296 | 0.8542 |
279
- | No log | 16.2857 | 456 | 0.7076 | 0.3097 | 0.7076 | 0.8412 |
280
- | No log | 16.3571 | 458 | 0.6683 | 0.3273 | 0.6683 | 0.8175 |
281
- | No log | 16.4286 | 460 | 0.6582 | 0.3273 | 0.6582 | 0.8113 |
282
- | No log | 16.5 | 462 | 0.6550 | 0.3690 | 0.6550 | 0.8093 |
283
- | No log | 16.5714 | 464 | 0.6540 | 0.3273 | 0.6540 | 0.8087 |
284
- | No log | 16.6429 | 466 | 0.6562 | 0.3273 | 0.6562 | 0.8100 |
285
- | No log | 16.7143 | 468 | 0.6570 | 0.3273 | 0.6570 | 0.8105 |
286
- | No log | 16.7857 | 470 | 0.6557 | 0.3366 | 0.6557 | 0.8097 |
287
- | No log | 16.8571 | 472 | 0.6548 | 0.3029 | 0.6548 | 0.8092 |
288
- | No log | 16.9286 | 474 | 0.6593 | 0.2884 | 0.6593 | 0.8120 |
289
- | No log | 17.0 | 476 | 0.6626 | 0.2884 | 0.6626 | 0.8140 |
290
- | No log | 17.0714 | 478 | 0.6645 | 0.3213 | 0.6645 | 0.8152 |
291
- | No log | 17.1429 | 480 | 0.6645 | 0.3042 | 0.6645 | 0.8152 |
292
- | No log | 17.2143 | 482 | 0.6694 | 0.3357 | 0.6694 | 0.8182 |
293
- | No log | 17.2857 | 484 | 0.6757 | 0.3097 | 0.6757 | 0.8220 |
294
- | No log | 17.3571 | 486 | 0.6859 | 0.3097 | 0.6859 | 0.8282 |
295
- | No log | 17.4286 | 488 | 0.6667 | 0.2491 | 0.6667 | 0.8165 |
296
- | No log | 17.5 | 490 | 0.6455 | 0.2711 | 0.6455 | 0.8034 |
297
- | No log | 17.5714 | 492 | 0.6522 | 0.3072 | 0.6522 | 0.8076 |
298
- | No log | 17.6429 | 494 | 0.6725 | 0.3437 | 0.6725 | 0.8201 |
299
- | No log | 17.7143 | 496 | 0.6687 | 0.3437 | 0.6687 | 0.8178 |
300
- | No log | 17.7857 | 498 | 0.6457 | 0.3072 | 0.6457 | 0.8036 |
301
- | 0.255 | 17.8571 | 500 | 0.6595 | 0.3050 | 0.6595 | 0.8121 |
302
- | 0.255 | 17.9286 | 502 | 0.6895 | 0.1623 | 0.6895 | 0.8304 |
303
- | 0.255 | 18.0 | 504 | 0.6902 | 0.2036 | 0.6902 | 0.8308 |
304
- | 0.255 | 18.0714 | 506 | 0.6722 | 0.2382 | 0.6722 | 0.8199 |
305
- | 0.255 | 18.1429 | 508 | 0.6624 | 0.2412 | 0.6624 | 0.8139 |
306
- | 0.255 | 18.2143 | 510 | 0.6534 | 0.3117 | 0.6534 | 0.8083 |
307
- | 0.255 | 18.2857 | 512 | 0.6533 | 0.3437 | 0.6533 | 0.8083 |
308
- | 0.255 | 18.3571 | 514 | 0.6531 | 0.3437 | 0.6531 | 0.8081 |
309
- | 0.255 | 18.4286 | 516 | 0.6457 | 0.3385 | 0.6457 | 0.8036 |
310
- | 0.255 | 18.5 | 518 | 0.6551 | 0.2711 | 0.6551 | 0.8094 |
311
- | 0.255 | 18.5714 | 520 | 0.6959 | 0.2610 | 0.6959 | 0.8342 |
312
- | 0.255 | 18.6429 | 522 | 0.7074 | 0.2933 | 0.7074 | 0.8411 |
313
- | 0.255 | 18.7143 | 524 | 0.6671 | 0.2642 | 0.6671 | 0.8167 |
314
- | 0.255 | 18.7857 | 526 | 0.6401 | 0.2748 | 0.6401 | 0.8001 |
315
 
316
 
317
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_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_usingALLEssays_FineTuningAraBERT_run1_AugV5_k8_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: 0.5296
19
+ - Qwk: 0.4997
20
+ - Mse: 0.5296
21
+ - Rmse: 0.7277
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0690 | 2 | 2.6698 | 0.0070 | 2.6698 | 1.6339 |
53
+ | No log | 0.1379 | 4 | 1.4086 | -0.0092 | 1.4086 | 1.1869 |
54
+ | No log | 0.2069 | 6 | 0.8465 | 0.0535 | 0.8465 | 0.9201 |
55
+ | No log | 0.2759 | 8 | 0.9350 | 0.0053 | 0.9350 | 0.9669 |
56
+ | No log | 0.3448 | 10 | 1.1076 | -0.0173 | 1.1076 | 1.0524 |
57
+ | No log | 0.4138 | 12 | 0.8806 | 0.0 | 0.8806 | 0.9384 |
58
+ | No log | 0.4828 | 14 | 0.7868 | 0.0 | 0.7868 | 0.8870 |
59
+ | No log | 0.5517 | 16 | 0.8409 | 0.0 | 0.8409 | 0.9170 |
60
+ | No log | 0.6207 | 18 | 0.9885 | 0.0509 | 0.9885 | 0.9942 |
61
+ | No log | 0.6897 | 20 | 0.9870 | 0.0509 | 0.9870 | 0.9935 |
62
+ | No log | 0.7586 | 22 | 0.9603 | 0.0053 | 0.9603 | 0.9799 |
63
+ | No log | 0.8276 | 24 | 0.8383 | 0.0 | 0.8383 | 0.9156 |
64
+ | No log | 0.8966 | 26 | 0.8032 | 0.0 | 0.8032 | 0.8962 |
65
+ | No log | 0.9655 | 28 | 0.8257 | 0.0 | 0.8257 | 0.9087 |
66
+ | No log | 1.0345 | 30 | 0.8871 | 0.0 | 0.8871 | 0.9418 |
67
+ | No log | 1.1034 | 32 | 0.9202 | 0.0481 | 0.9202 | 0.9593 |
68
+ | No log | 1.1724 | 34 | 0.9055 | 0.0 | 0.9055 | 0.9516 |
69
+ | No log | 1.2414 | 36 | 0.8905 | 0.0 | 0.8905 | 0.9437 |
70
+ | No log | 1.3103 | 38 | 0.8168 | 0.0 | 0.8168 | 0.9038 |
71
+ | No log | 1.3793 | 40 | 0.7317 | -0.0027 | 0.7317 | 0.8554 |
72
+ | No log | 1.4483 | 42 | 0.6554 | 0.2270 | 0.6554 | 0.8095 |
73
+ | No log | 1.5172 | 44 | 0.6321 | 0.1561 | 0.6321 | 0.7951 |
74
+ | No log | 1.5862 | 46 | 0.6793 | 0.1327 | 0.6793 | 0.8242 |
75
+ | No log | 1.6552 | 48 | 0.7921 | 0.2526 | 0.7921 | 0.8900 |
76
+ | No log | 1.7241 | 50 | 0.9480 | 0.2613 | 0.9480 | 0.9737 |
77
+ | No log | 1.7931 | 52 | 0.9377 | 0.2703 | 0.9377 | 0.9683 |
78
+ | No log | 1.8621 | 54 | 0.7791 | 0.1770 | 0.7791 | 0.8827 |
79
+ | No log | 1.9310 | 56 | 0.7389 | 0.0940 | 0.7389 | 0.8596 |
80
+ | No log | 2.0 | 58 | 0.7002 | 0.0764 | 0.7002 | 0.8368 |
81
+ | No log | 2.0690 | 60 | 0.6914 | 0.2606 | 0.6914 | 0.8315 |
82
+ | No log | 2.1379 | 62 | 0.6734 | 0.1903 | 0.6734 | 0.8206 |
83
+ | No log | 2.2069 | 64 | 0.7441 | 0.0027 | 0.7441 | 0.8626 |
84
+ | No log | 2.2759 | 66 | 0.9222 | 0.2736 | 0.9222 | 0.9603 |
85
+ | No log | 2.3448 | 68 | 0.9832 | 0.2642 | 0.9832 | 0.9916 |
86
+ | No log | 2.4138 | 70 | 0.8676 | 0.1339 | 0.8676 | 0.9314 |
87
+ | No log | 2.4828 | 72 | 0.7495 | 0.0 | 0.7495 | 0.8657 |
88
+ | No log | 2.5517 | 74 | 0.6941 | 0.1400 | 0.6941 | 0.8331 |
89
+ | No log | 2.6207 | 76 | 0.6289 | 0.2540 | 0.6289 | 0.7930 |
90
+ | No log | 2.6897 | 78 | 0.6366 | 0.2884 | 0.6366 | 0.7979 |
91
+ | No log | 2.7586 | 80 | 0.7122 | 0.3118 | 0.7122 | 0.8439 |
92
+ | No log | 2.8276 | 82 | 0.7488 | 0.2991 | 0.7488 | 0.8653 |
93
+ | No log | 2.8966 | 84 | 0.7697 | 0.2574 | 0.7697 | 0.8773 |
94
+ | No log | 2.9655 | 86 | 0.8165 | 0.2857 | 0.8165 | 0.9036 |
95
+ | No log | 3.0345 | 88 | 0.8040 | 0.2939 | 0.8040 | 0.8967 |
96
+ | No log | 3.1034 | 90 | 0.6920 | 0.2239 | 0.6920 | 0.8319 |
97
+ | No log | 3.1724 | 92 | 0.6496 | 0.3153 | 0.6496 | 0.8060 |
98
+ | No log | 3.2414 | 94 | 0.6449 | 0.2787 | 0.6449 | 0.8031 |
99
+ | No log | 3.3103 | 96 | 0.6399 | 0.2787 | 0.6399 | 0.7999 |
100
+ | No log | 3.3793 | 98 | 0.6951 | 0.3745 | 0.6951 | 0.8337 |
101
+ | No log | 3.4483 | 100 | 0.8504 | 0.2369 | 0.8504 | 0.9222 |
102
+ | No log | 3.5172 | 102 | 0.8060 | 0.3312 | 0.8060 | 0.8978 |
103
+ | No log | 3.5862 | 104 | 0.6552 | 0.5208 | 0.6552 | 0.8094 |
104
+ | No log | 3.6552 | 106 | 0.6087 | 0.3407 | 0.6087 | 0.7802 |
105
+ | No log | 3.7241 | 108 | 0.5992 | 0.3608 | 0.5992 | 0.7741 |
106
+ | No log | 3.7931 | 110 | 0.6106 | 0.3942 | 0.6106 | 0.7814 |
107
+ | No log | 3.8621 | 112 | 0.6234 | 0.4698 | 0.6234 | 0.7896 |
108
+ | No log | 3.9310 | 114 | 0.6687 | 0.4412 | 0.6687 | 0.8177 |
109
+ | No log | 4.0 | 116 | 0.6475 | 0.4719 | 0.6475 | 0.8047 |
110
+ | No log | 4.0690 | 118 | 0.6062 | 0.3366 | 0.6062 | 0.7786 |
111
+ | No log | 4.1379 | 120 | 0.5646 | 0.2923 | 0.5646 | 0.7514 |
112
+ | No log | 4.2069 | 122 | 0.5668 | 0.3445 | 0.5668 | 0.7529 |
113
+ | No log | 4.2759 | 124 | 0.5446 | 0.3445 | 0.5446 | 0.7380 |
114
+ | No log | 4.3448 | 126 | 0.5495 | 0.5449 | 0.5495 | 0.7413 |
115
+ | No log | 4.4138 | 128 | 0.5449 | 0.5332 | 0.5449 | 0.7382 |
116
+ | No log | 4.4828 | 130 | 0.5961 | 0.5046 | 0.5961 | 0.7721 |
117
+ | No log | 4.5517 | 132 | 0.5437 | 0.6141 | 0.5437 | 0.7374 |
118
+ | No log | 4.6207 | 134 | 0.5061 | 0.5583 | 0.5061 | 0.7114 |
119
+ | No log | 4.6897 | 136 | 0.5197 | 0.5395 | 0.5197 | 0.7209 |
120
+ | No log | 4.7586 | 138 | 0.5218 | 0.5015 | 0.5218 | 0.7223 |
121
+ | No log | 4.8276 | 140 | 0.5130 | 0.5379 | 0.5130 | 0.7163 |
122
+ | No log | 4.8966 | 142 | 0.5486 | 0.6027 | 0.5486 | 0.7407 |
123
+ | No log | 4.9655 | 144 | 0.5079 | 0.5475 | 0.5079 | 0.7127 |
124
+ | No log | 5.0345 | 146 | 0.5016 | 0.5641 | 0.5016 | 0.7083 |
125
+ | No log | 5.1034 | 148 | 0.5062 | 0.5424 | 0.5062 | 0.7115 |
126
+ | No log | 5.1724 | 150 | 0.5754 | 0.6124 | 0.5754 | 0.7585 |
127
+ | No log | 5.2414 | 152 | 0.6872 | 0.3417 | 0.6872 | 0.8290 |
128
+ | No log | 5.3103 | 154 | 0.6121 | 0.5247 | 0.6121 | 0.7824 |
129
+ | No log | 5.3793 | 156 | 0.4951 | 0.5489 | 0.4951 | 0.7037 |
130
+ | No log | 5.4483 | 158 | 0.5287 | 0.5639 | 0.5287 | 0.7271 |
131
+ | No log | 5.5172 | 160 | 0.5213 | 0.5111 | 0.5213 | 0.7220 |
132
+ | No log | 5.5862 | 162 | 0.5253 | 0.5367 | 0.5253 | 0.7248 |
133
+ | No log | 5.6552 | 164 | 0.5916 | 0.4819 | 0.5916 | 0.7691 |
134
+ | No log | 5.7241 | 166 | 0.5650 | 0.4997 | 0.5650 | 0.7517 |
135
+ | No log | 5.7931 | 168 | 0.5299 | 0.5485 | 0.5299 | 0.7279 |
136
+ | No log | 5.8621 | 170 | 0.5208 | 0.5071 | 0.5208 | 0.7217 |
137
+ | No log | 5.9310 | 172 | 0.5239 | 0.5753 | 0.5239 | 0.7238 |
138
+ | No log | 6.0 | 174 | 0.5274 | 0.5797 | 0.5274 | 0.7263 |
139
+ | No log | 6.0690 | 176 | 0.5140 | 0.5306 | 0.5140 | 0.7169 |
140
+ | No log | 6.1379 | 178 | 0.5301 | 0.5601 | 0.5301 | 0.7281 |
141
+ | No log | 6.2069 | 180 | 0.5053 | 0.5053 | 0.5053 | 0.7109 |
142
+ | No log | 6.2759 | 182 | 0.5258 | 0.6475 | 0.5258 | 0.7251 |
143
+ | No log | 6.3448 | 184 | 0.5574 | 0.5682 | 0.5574 | 0.7466 |
144
+ | No log | 6.4138 | 186 | 0.5489 | 0.5283 | 0.5489 | 0.7409 |
145
+ | No log | 6.4828 | 188 | 0.5211 | 0.5710 | 0.5211 | 0.7219 |
146
+ | No log | 6.5517 | 190 | 0.5282 | 0.5348 | 0.5282 | 0.7267 |
147
+ | No log | 6.6207 | 192 | 0.5445 | 0.5521 | 0.5445 | 0.7379 |
148
+ | No log | 6.6897 | 194 | 0.5495 | 0.5003 | 0.5495 | 0.7413 |
149
+ | No log | 6.7586 | 196 | 0.5627 | 0.4438 | 0.5627 | 0.7502 |
150
+ | No log | 6.8276 | 198 | 0.5909 | 0.4715 | 0.5909 | 0.7687 |
151
+ | No log | 6.8966 | 200 | 0.5663 | 0.4322 | 0.5663 | 0.7525 |
152
+ | No log | 6.9655 | 202 | 0.5733 | 0.4547 | 0.5733 | 0.7572 |
153
+ | No log | 7.0345 | 204 | 0.5922 | 0.4875 | 0.5922 | 0.7695 |
154
+ | No log | 7.1034 | 206 | 0.6002 | 0.4948 | 0.6002 | 0.7747 |
155
+ | No log | 7.1724 | 208 | 0.5489 | 0.4866 | 0.5489 | 0.7409 |
156
+ | No log | 7.2414 | 210 | 0.6062 | 0.4653 | 0.6062 | 0.7786 |
157
+ | No log | 7.3103 | 212 | 0.7187 | 0.3522 | 0.7187 | 0.8478 |
158
+ | No log | 7.3793 | 214 | 0.6351 | 0.4489 | 0.6351 | 0.7969 |
159
+ | No log | 7.4483 | 216 | 0.5834 | 0.4139 | 0.5834 | 0.7638 |
160
+ | No log | 7.5172 | 218 | 0.5453 | 0.4677 | 0.5453 | 0.7384 |
161
+ | No log | 7.5862 | 220 | 0.5442 | 0.4538 | 0.5442 | 0.7377 |
162
+ | No log | 7.6552 | 222 | 0.5449 | 0.3976 | 0.5449 | 0.7382 |
163
+ | No log | 7.7241 | 224 | 0.5254 | 0.4420 | 0.5254 | 0.7248 |
164
+ | No log | 7.7931 | 226 | 0.5080 | 0.4983 | 0.5080 | 0.7127 |
165
+ | No log | 7.8621 | 228 | 0.4932 | 0.5765 | 0.4932 | 0.7023 |
166
+ | No log | 7.9310 | 230 | 0.5498 | 0.5083 | 0.5498 | 0.7415 |
167
+ | No log | 8.0 | 232 | 0.5672 | 0.4482 | 0.5672 | 0.7531 |
168
+ | No log | 8.0690 | 234 | 0.4808 | 0.5633 | 0.4808 | 0.6934 |
169
+ | No log | 8.1379 | 236 | 0.4706 | 0.5736 | 0.4706 | 0.6860 |
170
+ | No log | 8.2069 | 238 | 0.4777 | 0.6029 | 0.4777 | 0.6912 |
171
+ | No log | 8.2759 | 240 | 0.4608 | 0.5732 | 0.4608 | 0.6788 |
172
+ | No log | 8.3448 | 242 | 0.4992 | 0.6308 | 0.4992 | 0.7065 |
173
+ | No log | 8.4138 | 244 | 0.5851 | 0.4501 | 0.5851 | 0.7649 |
174
+ | No log | 8.4828 | 246 | 0.5326 | 0.6074 | 0.5326 | 0.7298 |
175
+ | No log | 8.5517 | 248 | 0.4626 | 0.5930 | 0.4626 | 0.6802 |
176
+ | No log | 8.6207 | 250 | 0.4646 | 0.6264 | 0.4646 | 0.6816 |
177
+ | No log | 8.6897 | 252 | 0.4635 | 0.6303 | 0.4635 | 0.6808 |
178
+ | No log | 8.7586 | 254 | 0.4647 | 0.5404 | 0.4647 | 0.6817 |
179
+ | No log | 8.8276 | 256 | 0.4728 | 0.6068 | 0.4728 | 0.6876 |
180
+ | No log | 8.8966 | 258 | 0.4694 | 0.5782 | 0.4694 | 0.6852 |
181
+ | No log | 8.9655 | 260 | 0.4737 | 0.5286 | 0.4737 | 0.6883 |
182
+ | No log | 9.0345 | 262 | 0.4782 | 0.5189 | 0.4782 | 0.6915 |
183
+ | No log | 9.1034 | 264 | 0.4807 | 0.5367 | 0.4807 | 0.6933 |
184
+ | No log | 9.1724 | 266 | 0.4854 | 0.5836 | 0.4854 | 0.6967 |
185
+ | No log | 9.2414 | 268 | 0.4836 | 0.5252 | 0.4836 | 0.6954 |
186
+ | No log | 9.3103 | 270 | 0.5542 | 0.5621 | 0.5542 | 0.7445 |
187
+ | No log | 9.3793 | 272 | 0.6055 | 0.5373 | 0.6055 | 0.7781 |
188
+ | No log | 9.4483 | 274 | 0.5578 | 0.6004 | 0.5578 | 0.7469 |
189
+ | No log | 9.5172 | 276 | 0.5230 | 0.5662 | 0.5230 | 0.7232 |
190
+ | No log | 9.5862 | 278 | 0.5696 | 0.4920 | 0.5696 | 0.7547 |
191
+ | No log | 9.6552 | 280 | 0.5503 | 0.4703 | 0.5503 | 0.7418 |
192
+ | No log | 9.7241 | 282 | 0.5143 | 0.5472 | 0.5143 | 0.7172 |
193
+ | No log | 9.7931 | 284 | 0.5336 | 0.5714 | 0.5336 | 0.7305 |
194
+ | No log | 9.8621 | 286 | 0.5432 | 0.5555 | 0.5432 | 0.7370 |
195
+ | No log | 9.9310 | 288 | 0.5246 | 0.5475 | 0.5246 | 0.7243 |
196
+ | No log | 10.0 | 290 | 0.5253 | 0.5472 | 0.5253 | 0.7248 |
197
+ | No log | 10.0690 | 292 | 0.5338 | 0.5472 | 0.5338 | 0.7306 |
198
+ | No log | 10.1379 | 294 | 0.5454 | 0.5195 | 0.5454 | 0.7385 |
199
+ | No log | 10.2069 | 296 | 0.5524 | 0.5177 | 0.5524 | 0.7433 |
200
+ | No log | 10.2759 | 298 | 0.5330 | 0.4964 | 0.5330 | 0.7301 |
201
+ | No log | 10.3448 | 300 | 0.5196 | 0.5625 | 0.5196 | 0.7209 |
202
+ | No log | 10.4138 | 302 | 0.5352 | 0.5428 | 0.5352 | 0.7316 |
203
+ | No log | 10.4828 | 304 | 0.5466 | 0.5628 | 0.5466 | 0.7393 |
204
+ | No log | 10.5517 | 306 | 0.5410 | 0.5628 | 0.5410 | 0.7355 |
205
+ | No log | 10.6207 | 308 | 0.5253 | 0.6158 | 0.5253 | 0.7248 |
206
+ | No log | 10.6897 | 310 | 0.5189 | 0.5632 | 0.5189 | 0.7203 |
207
+ | No log | 10.7586 | 312 | 0.5177 | 0.6060 | 0.5177 | 0.7195 |
208
+ | No log | 10.8276 | 314 | 0.5657 | 0.5650 | 0.5657 | 0.7521 |
209
+ | No log | 10.8966 | 316 | 0.5621 | 0.5947 | 0.5621 | 0.7497 |
210
+ | No log | 10.9655 | 318 | 0.5347 | 0.5476 | 0.5347 | 0.7312 |
211
+ | No log | 11.0345 | 320 | 0.5227 | 0.5323 | 0.5227 | 0.7230 |
212
+ | No log | 11.1034 | 322 | 0.5235 | 0.5457 | 0.5235 | 0.7235 |
213
+ | No log | 11.1724 | 324 | 0.5292 | 0.5324 | 0.5292 | 0.7274 |
214
+ | No log | 11.2414 | 326 | 0.5195 | 0.5556 | 0.5195 | 0.7208 |
215
+ | No log | 11.3103 | 328 | 0.5110 | 0.5056 | 0.5110 | 0.7148 |
216
+ | No log | 11.3793 | 330 | 0.5589 | 0.5086 | 0.5589 | 0.7476 |
217
+ | No log | 11.4483 | 332 | 0.5460 | 0.5327 | 0.5460 | 0.7390 |
218
+ | No log | 11.5172 | 334 | 0.5113 | 0.4808 | 0.5113 | 0.7151 |
219
+ | No log | 11.5862 | 336 | 0.5127 | 0.5683 | 0.5127 | 0.7160 |
220
+ | No log | 11.6552 | 338 | 0.6561 | 0.5436 | 0.6561 | 0.8100 |
221
+ | No log | 11.7241 | 340 | 0.7029 | 0.4427 | 0.7029 | 0.8384 |
222
+ | No log | 11.7931 | 342 | 0.6301 | 0.5160 | 0.6301 | 0.7938 |
223
+ | No log | 11.8621 | 344 | 0.5308 | 0.5663 | 0.5308 | 0.7286 |
224
+ | No log | 11.9310 | 346 | 0.5179 | 0.5413 | 0.5179 | 0.7196 |
225
+ | No log | 12.0 | 348 | 0.5256 | 0.5076 | 0.5256 | 0.7250 |
226
+ | No log | 12.0690 | 350 | 0.5127 | 0.5076 | 0.5127 | 0.7161 |
227
+ | No log | 12.1379 | 352 | 0.5055 | 0.4768 | 0.5055 | 0.7110 |
228
+ | No log | 12.2069 | 354 | 0.5091 | 0.5379 | 0.5091 | 0.7135 |
229
+ | No log | 12.2759 | 356 | 0.5022 | 0.5022 | 0.5022 | 0.7087 |
230
+ | No log | 12.3448 | 358 | 0.4965 | 0.5095 | 0.4965 | 0.7046 |
231
+ | No log | 12.4138 | 360 | 0.4909 | 0.5095 | 0.4909 | 0.7006 |
232
+ | No log | 12.4828 | 362 | 0.4902 | 0.5095 | 0.4902 | 0.7001 |
233
+ | No log | 12.5517 | 364 | 0.5033 | 0.5577 | 0.5033 | 0.7094 |
234
+ | No log | 12.6207 | 366 | 0.5087 | 0.6087 | 0.5087 | 0.7132 |
235
+ | No log | 12.6897 | 368 | 0.5233 | 0.5817 | 0.5233 | 0.7234 |
236
+ | No log | 12.7586 | 370 | 0.5080 | 0.5723 | 0.5080 | 0.7128 |
237
+ | No log | 12.8276 | 372 | 0.5067 | 0.6039 | 0.5067 | 0.7118 |
238
+ | No log | 12.8966 | 374 | 0.5223 | 0.5714 | 0.5223 | 0.7227 |
239
+ | No log | 12.9655 | 376 | 0.5218 | 0.5714 | 0.5218 | 0.7224 |
240
+ | No log | 13.0345 | 378 | 0.5264 | 0.5714 | 0.5264 | 0.7256 |
241
+ | No log | 13.1034 | 380 | 0.5296 | 0.5714 | 0.5296 | 0.7278 |
242
+ | No log | 13.1724 | 382 | 0.5155 | 0.5472 | 0.5155 | 0.7180 |
243
+ | No log | 13.2414 | 384 | 0.5269 | 0.5468 | 0.5269 | 0.7259 |
244
+ | No log | 13.3103 | 386 | 0.5214 | 0.5131 | 0.5214 | 0.7220 |
245
+ | No log | 13.3793 | 388 | 0.5173 | 0.4888 | 0.5173 | 0.7192 |
246
+ | No log | 13.4483 | 390 | 0.5210 | 0.5432 | 0.5210 | 0.7218 |
247
+ | No log | 13.5172 | 392 | 0.5260 | 0.4825 | 0.5260 | 0.7252 |
248
+ | No log | 13.5862 | 394 | 0.5388 | 0.4888 | 0.5388 | 0.7340 |
249
+ | No log | 13.6552 | 396 | 0.5447 | 0.4538 | 0.5447 | 0.7381 |
250
+ | No log | 13.7241 | 398 | 0.5405 | 0.4136 | 0.5405 | 0.7352 |
251
+ | No log | 13.7931 | 400 | 0.5420 | 0.4136 | 0.5420 | 0.7362 |
252
+ | No log | 13.8621 | 402 | 0.5380 | 0.4136 | 0.5380 | 0.7335 |
253
+ | No log | 13.9310 | 404 | 0.5321 | 0.4361 | 0.5321 | 0.7295 |
254
+ | No log | 14.0 | 406 | 0.5367 | 0.4136 | 0.5367 | 0.7326 |
255
+ | No log | 14.0690 | 408 | 0.5371 | 0.4898 | 0.5371 | 0.7328 |
256
+ | No log | 14.1379 | 410 | 0.5437 | 0.5079 | 0.5437 | 0.7374 |
257
+ | No log | 14.2069 | 412 | 0.5536 | 0.5171 | 0.5536 | 0.7441 |
258
+ | No log | 14.2759 | 414 | 0.5625 | 0.4656 | 0.5625 | 0.7500 |
259
+ | No log | 14.3448 | 416 | 0.5520 | 0.3228 | 0.5520 | 0.7430 |
260
+ | No log | 14.4138 | 418 | 0.5582 | 0.3953 | 0.5582 | 0.7471 |
261
+ | No log | 14.4828 | 420 | 0.5563 | 0.3523 | 0.5563 | 0.7458 |
262
+ | No log | 14.5517 | 422 | 0.5553 | 0.4249 | 0.5553 | 0.7452 |
263
+ | No log | 14.6207 | 424 | 0.5499 | 0.5010 | 0.5499 | 0.7416 |
264
+ | No log | 14.6897 | 426 | 0.5510 | 0.5510 | 0.5510 | 0.7423 |
265
+ | No log | 14.7586 | 428 | 0.5220 | 0.5286 | 0.5220 | 0.7225 |
266
+ | No log | 14.8276 | 430 | 0.5206 | 0.4788 | 0.5206 | 0.7215 |
267
+ | No log | 14.8966 | 432 | 0.5200 | 0.4788 | 0.5200 | 0.7211 |
268
+ | No log | 14.9655 | 434 | 0.5231 | 0.5061 | 0.5231 | 0.7232 |
269
+ | No log | 15.0345 | 436 | 0.5439 | 0.5747 | 0.5439 | 0.7375 |
270
+ | No log | 15.1034 | 438 | 0.5283 | 0.5171 | 0.5283 | 0.7269 |
271
+ | No log | 15.1724 | 440 | 0.5114 | 0.5357 | 0.5114 | 0.7151 |
272
+ | No log | 15.2414 | 442 | 0.5072 | 0.5388 | 0.5072 | 0.7122 |
273
+ | No log | 15.3103 | 444 | 0.5297 | 0.5639 | 0.5297 | 0.7278 |
274
+ | No log | 15.3793 | 446 | 0.5305 | 0.5677 | 0.5305 | 0.7284 |
275
+ | No log | 15.4483 | 448 | 0.4913 | 0.5692 | 0.4913 | 0.7009 |
276
+ | No log | 15.5172 | 450 | 0.4642 | 0.6254 | 0.4642 | 0.6814 |
277
+ | No log | 15.5862 | 452 | 0.4634 | 0.5714 | 0.4634 | 0.6807 |
278
+ | No log | 15.6552 | 454 | 0.4604 | 0.5930 | 0.4604 | 0.6786 |
279
+ | No log | 15.7241 | 456 | 0.4711 | 0.6201 | 0.4711 | 0.6864 |
280
+ | No log | 15.7931 | 458 | 0.5257 | 0.5452 | 0.5257 | 0.7251 |
281
+ | No log | 15.8621 | 460 | 0.5762 | 0.5080 | 0.5762 | 0.7591 |
282
+ | No log | 15.9310 | 462 | 0.5396 | 0.5497 | 0.5396 | 0.7346 |
283
+ | No log | 16.0 | 464 | 0.5387 | 0.4911 | 0.5387 | 0.7340 |
284
+ | No log | 16.0690 | 466 | 0.5412 | 0.4502 | 0.5412 | 0.7356 |
285
+ | No log | 16.1379 | 468 | 0.5365 | 0.4409 | 0.5365 | 0.7325 |
286
+ | No log | 16.2069 | 470 | 0.5256 | 0.5270 | 0.5256 | 0.7250 |
287
+ | No log | 16.2759 | 472 | 0.5164 | 0.5018 | 0.5164 | 0.7186 |
288
+ | No log | 16.3448 | 474 | 0.5114 | 0.5182 | 0.5114 | 0.7152 |
289
+ | No log | 16.4138 | 476 | 0.5187 | 0.5413 | 0.5187 | 0.7202 |
290
+ | No log | 16.4828 | 478 | 0.5411 | 0.4663 | 0.5411 | 0.7356 |
291
+ | No log | 16.5517 | 480 | 0.5324 | 0.4925 | 0.5324 | 0.7297 |
292
+ | No log | 16.6207 | 482 | 0.5028 | 0.5248 | 0.5028 | 0.7091 |
293
+ | No log | 16.6897 | 484 | 0.5006 | 0.5151 | 0.5006 | 0.7075 |
294
+ | No log | 16.7586 | 486 | 0.4984 | 0.4591 | 0.4984 | 0.7060 |
295
+ | No log | 16.8276 | 488 | 0.4956 | 0.5556 | 0.4956 | 0.7040 |
296
+ | No log | 16.8966 | 490 | 0.5033 | 0.5397 | 0.5033 | 0.7095 |
297
+ | No log | 16.9655 | 492 | 0.4972 | 0.5044 | 0.4972 | 0.7051 |
298
+ | No log | 17.0345 | 494 | 0.5001 | 0.5044 | 0.5001 | 0.7072 |
299
+ | No log | 17.1034 | 496 | 0.4931 | 0.4774 | 0.4931 | 0.7022 |
300
+ | No log | 17.1724 | 498 | 0.5000 | 0.4888 | 0.5000 | 0.7071 |
301
+ | 0.2895 | 17.2414 | 500 | 0.5421 | 0.5452 | 0.5421 | 0.7362 |
302
+ | 0.2895 | 17.3103 | 502 | 0.5603 | 0.5452 | 0.5603 | 0.7485 |
303
+ | 0.2895 | 17.3793 | 504 | 0.5265 | 0.4816 | 0.5265 | 0.7256 |
304
+ | 0.2895 | 17.4483 | 506 | 0.5124 | 0.5640 | 0.5124 | 0.7158 |
305
+ | 0.2895 | 17.5172 | 508 | 0.5244 | 0.4638 | 0.5244 | 0.7241 |
306
+ | 0.2895 | 17.5862 | 510 | 0.5392 | 0.5627 | 0.5392 | 0.7343 |
307
+ | 0.2895 | 17.6552 | 512 | 0.5212 | 0.5057 | 0.5212 | 0.7219 |
308
+ | 0.2895 | 17.7241 | 514 | 0.5197 | 0.5362 | 0.5197 | 0.7209 |
309
+ | 0.2895 | 17.7931 | 516 | 0.5865 | 0.5045 | 0.5865 | 0.7659 |
310
+ | 0.2895 | 17.8621 | 518 | 0.5954 | 0.5045 | 0.5954 | 0.7716 |
311
+ | 0.2895 | 17.9310 | 520 | 0.5296 | 0.4997 | 0.5296 | 0.7277 |
 
 
 
312
 
313
 
314
  ### Framework versions
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