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ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k8_task5_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.6476
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- - Qwk: 0.6021
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- - Mse: 0.6476
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- - Rmse: 0.8047
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  ## Model description
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@@ -47,263 +47,271 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0714 | 2 | 4.4109 | -0.0061 | 4.4109 | 2.1002 |
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- | No log | 0.1429 | 4 | 2.5660 | -0.0111 | 2.5660 | 1.6019 |
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- | No log | 0.2143 | 6 | 1.6001 | -0.0180 | 1.6001 | 1.2649 |
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- | No log | 0.2857 | 8 | 1.1051 | 0.2687 | 1.1051 | 1.0512 |
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- | No log | 0.3571 | 10 | 1.1263 | 0.1589 | 1.1263 | 1.0613 |
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- | No log | 0.4286 | 12 | 1.2105 | 0.0369 | 1.2105 | 1.1002 |
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- | No log | 0.5 | 14 | 1.5488 | 0.0250 | 1.5488 | 1.2445 |
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- | No log | 0.5714 | 16 | 1.9483 | 0.0850 | 1.9483 | 1.3958 |
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- | No log | 0.6429 | 18 | 1.6629 | 0.0399 | 1.6629 | 1.2896 |
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- | No log | 0.7143 | 20 | 1.2901 | 0.0232 | 1.2901 | 1.1358 |
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- | No log | 0.7857 | 22 | 1.1964 | 0.0232 | 1.1964 | 1.0938 |
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- | No log | 0.8571 | 24 | 1.0985 | 0.1564 | 1.0985 | 1.0481 |
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- | No log | 0.9286 | 26 | 1.0465 | 0.2615 | 1.0465 | 1.0230 |
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- | No log | 1.0 | 28 | 1.0551 | 0.1361 | 1.0551 | 1.0272 |
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- | No log | 1.0714 | 30 | 1.0756 | 0.1805 | 1.0756 | 1.0371 |
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- | No log | 1.1429 | 32 | 1.1549 | 0.0996 | 1.1549 | 1.0747 |
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- | No log | 1.2143 | 34 | 1.2069 | 0.0760 | 1.2069 | 1.0986 |
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- | No log | 1.2857 | 36 | 1.2906 | 0.0760 | 1.2906 | 1.1360 |
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- | No log | 1.3571 | 38 | 1.3265 | 0.0878 | 1.3265 | 1.1517 |
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- | No log | 1.4286 | 40 | 1.1166 | 0.1764 | 1.1166 | 1.0567 |
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- | No log | 1.5 | 42 | 1.0521 | 0.2004 | 1.0521 | 1.0257 |
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- | No log | 1.5714 | 44 | 1.1729 | 0.2479 | 1.1729 | 1.0830 |
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- | No log | 1.6429 | 46 | 1.5689 | 0.1893 | 1.5689 | 1.2526 |
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- | No log | 1.7143 | 48 | 1.5978 | 0.1893 | 1.5978 | 1.2640 |
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- | No log | 1.7857 | 50 | 1.2773 | 0.2632 | 1.2773 | 1.1302 |
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- | No log | 1.8571 | 52 | 1.1002 | 0.2371 | 1.1002 | 1.0489 |
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- | No log | 1.9286 | 54 | 0.8433 | 0.4908 | 0.8433 | 0.9183 |
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- | No log | 2.0 | 56 | 0.8311 | 0.4345 | 0.8311 | 0.9116 |
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- | No log | 2.0714 | 58 | 0.8237 | 0.4524 | 0.8237 | 0.9076 |
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- | No log | 2.1429 | 60 | 0.9035 | 0.3902 | 0.9035 | 0.9505 |
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- | No log | 2.2143 | 62 | 0.8848 | 0.4353 | 0.8848 | 0.9406 |
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- | No log | 2.2857 | 64 | 0.8690 | 0.4755 | 0.8690 | 0.9322 |
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- | No log | 2.3571 | 66 | 1.1941 | 0.3323 | 1.1941 | 1.0927 |
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- | No log | 2.4286 | 68 | 1.2536 | 0.2727 | 1.2536 | 1.1196 |
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- | No log | 2.5 | 70 | 0.9957 | 0.4606 | 0.9957 | 0.9979 |
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- | No log | 2.5714 | 72 | 0.8846 | 0.4368 | 0.8846 | 0.9405 |
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- | No log | 2.6429 | 74 | 1.1122 | 0.3584 | 1.1122 | 1.0546 |
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- | No log | 2.7143 | 76 | 1.0899 | 0.3212 | 1.0899 | 1.0440 |
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- | No log | 2.7857 | 78 | 0.9153 | 0.4254 | 0.9153 | 0.9567 |
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- | No log | 2.8571 | 80 | 0.9580 | 0.4379 | 0.9580 | 0.9788 |
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- | No log | 2.9286 | 82 | 1.0635 | 0.3654 | 1.0635 | 1.0312 |
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- | No log | 3.0 | 84 | 1.0267 | 0.4218 | 1.0267 | 1.0133 |
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- | No log | 3.0714 | 86 | 0.8962 | 0.4388 | 0.8962 | 0.9467 |
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- | No log | 3.1429 | 88 | 0.8455 | 0.4352 | 0.8455 | 0.9195 |
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- | No log | 3.2143 | 90 | 1.0958 | 0.2843 | 1.0958 | 1.0468 |
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- | No log | 3.2857 | 92 | 1.1938 | 0.3195 | 1.1938 | 1.0926 |
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- | No log | 3.3571 | 94 | 0.9421 | 0.4070 | 0.9421 | 0.9706 |
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- | No log | 3.4286 | 96 | 0.8219 | 0.4865 | 0.8219 | 0.9066 |
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- | No log | 3.5 | 98 | 0.9992 | 0.3986 | 0.9992 | 0.9996 |
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- | No log | 3.5714 | 100 | 0.9990 | 0.3986 | 0.9990 | 0.9995 |
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- | No log | 3.6429 | 102 | 0.8106 | 0.4616 | 0.8106 | 0.9004 |
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- | No log | 3.7143 | 104 | 0.8153 | 0.5312 | 0.8153 | 0.9029 |
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- | No log | 3.7857 | 106 | 0.9565 | 0.4561 | 0.9565 | 0.9780 |
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- | No log | 3.8571 | 108 | 0.8677 | 0.5309 | 0.8677 | 0.9315 |
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- | No log | 3.9286 | 110 | 0.8197 | 0.5395 | 0.8197 | 0.9054 |
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- | No log | 4.0 | 112 | 0.7530 | 0.5585 | 0.7530 | 0.8677 |
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- | No log | 4.0714 | 114 | 0.7496 | 0.5919 | 0.7496 | 0.8658 |
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- | No log | 4.1429 | 116 | 0.7815 | 0.5737 | 0.7815 | 0.8840 |
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- | No log | 4.2143 | 118 | 0.8798 | 0.4937 | 0.8798 | 0.9380 |
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- | No log | 4.2857 | 120 | 1.0558 | 0.4155 | 1.0558 | 1.0275 |
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- | No log | 4.3571 | 122 | 0.9547 | 0.3935 | 0.9547 | 0.9771 |
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- | No log | 4.4286 | 124 | 0.7225 | 0.5561 | 0.7225 | 0.8500 |
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- | No log | 4.5 | 126 | 0.7834 | 0.5788 | 0.7834 | 0.8851 |
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- | No log | 4.5714 | 128 | 1.0698 | 0.4763 | 1.0698 | 1.0343 |
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- | No log | 4.6429 | 130 | 1.0625 | 0.4763 | 1.0625 | 1.0308 |
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- | No log | 4.7143 | 132 | 0.8195 | 0.56 | 0.8195 | 0.9053 |
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- | No log | 4.7857 | 134 | 0.6402 | 0.6144 | 0.6402 | 0.8002 |
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- | No log | 4.8571 | 136 | 0.8302 | 0.5054 | 0.8302 | 0.9111 |
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- | No log | 4.9286 | 138 | 0.8868 | 0.5363 | 0.8868 | 0.9417 |
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- | No log | 5.0 | 140 | 0.7229 | 0.5932 | 0.7229 | 0.8503 |
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- | No log | 5.0714 | 142 | 0.6270 | 0.6398 | 0.6270 | 0.7918 |
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- | No log | 5.1429 | 144 | 0.6697 | 0.5787 | 0.6697 | 0.8184 |
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- | No log | 5.2143 | 146 | 0.6510 | 0.5710 | 0.6510 | 0.8069 |
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- | No log | 5.2857 | 148 | 0.6399 | 0.6039 | 0.6399 | 0.7999 |
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- | No log | 5.3571 | 150 | 0.7288 | 0.6082 | 0.7288 | 0.8537 |
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- | No log | 5.4286 | 152 | 0.7109 | 0.6166 | 0.7109 | 0.8432 |
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- | No log | 5.5 | 154 | 0.6616 | 0.6350 | 0.6616 | 0.8134 |
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- | No log | 5.5714 | 156 | 0.8440 | 0.5978 | 0.8440 | 0.9187 |
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- | No log | 5.6429 | 158 | 0.9825 | 0.5135 | 0.9825 | 0.9912 |
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- | No log | 5.7143 | 160 | 0.8668 | 0.5476 | 0.8668 | 0.9310 |
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- | No log | 5.7857 | 162 | 0.7010 | 0.5657 | 0.7010 | 0.8373 |
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- | No log | 5.8571 | 164 | 0.7203 | 0.5714 | 0.7203 | 0.8487 |
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- | No log | 5.9286 | 166 | 0.7641 | 0.5093 | 0.7641 | 0.8741 |
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- | No log | 6.0 | 168 | 0.8105 | 0.4990 | 0.8105 | 0.9003 |
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- | No log | 6.0714 | 170 | 0.8031 | 0.4864 | 0.8031 | 0.8962 |
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- | No log | 6.1429 | 172 | 0.7446 | 0.5659 | 0.7446 | 0.8629 |
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- | No log | 6.2143 | 174 | 0.7196 | 0.4862 | 0.7196 | 0.8483 |
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- | No log | 6.2857 | 176 | 0.7584 | 0.5070 | 0.7584 | 0.8708 |
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- | No log | 6.3571 | 178 | 0.7567 | 0.4946 | 0.7567 | 0.8699 |
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- | No log | 6.4286 | 180 | 0.6969 | 0.4478 | 0.6969 | 0.8348 |
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- | No log | 6.5 | 182 | 0.6661 | 0.5868 | 0.6661 | 0.8161 |
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- | No log | 6.5714 | 184 | 0.6799 | 0.5854 | 0.6799 | 0.8246 |
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- | No log | 6.6429 | 186 | 0.6589 | 0.5868 | 0.6589 | 0.8117 |
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- | No log | 6.7143 | 188 | 0.6603 | 0.5248 | 0.6603 | 0.8126 |
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- | No log | 6.7857 | 190 | 0.6704 | 0.5657 | 0.6704 | 0.8188 |
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- | No log | 6.8571 | 192 | 0.6813 | 0.5731 | 0.6813 | 0.8254 |
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- | No log | 6.9286 | 194 | 0.7323 | 0.6215 | 0.7323 | 0.8557 |
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- | No log | 7.0 | 196 | 0.8246 | 0.5402 | 0.8246 | 0.9081 |
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- | No log | 7.0714 | 198 | 0.8344 | 0.5577 | 0.8344 | 0.9134 |
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- | No log | 7.1429 | 200 | 0.7302 | 0.5837 | 0.7302 | 0.8545 |
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- | No log | 7.2143 | 202 | 0.6923 | 0.6157 | 0.6923 | 0.8320 |
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- | No log | 7.2857 | 204 | 0.6964 | 0.5522 | 0.6964 | 0.8345 |
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- | No log | 7.3571 | 206 | 0.6865 | 0.5996 | 0.6865 | 0.8285 |
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- | No log | 7.4286 | 208 | 0.6965 | 0.5171 | 0.6965 | 0.8346 |
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- | No log | 7.5 | 210 | 0.7664 | 0.4998 | 0.7664 | 0.8754 |
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- | No log | 7.5714 | 212 | 0.7731 | 0.4450 | 0.7731 | 0.8793 |
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- | No log | 7.6429 | 214 | 0.7412 | 0.4675 | 0.7412 | 0.8609 |
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- | No log | 7.7143 | 216 | 0.7277 | 0.4893 | 0.7277 | 0.8531 |
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- | No log | 7.7857 | 218 | 0.7033 | 0.5002 | 0.7033 | 0.8386 |
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- | No log | 7.8571 | 220 | 0.7124 | 0.6060 | 0.7124 | 0.8440 |
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- | No log | 7.9286 | 222 | 0.7667 | 0.5895 | 0.7667 | 0.8756 |
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- | No log | 8.0 | 224 | 0.7526 | 0.6017 | 0.7526 | 0.8675 |
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- | No log | 8.0714 | 226 | 0.6907 | 0.6224 | 0.6907 | 0.8311 |
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- | No log | 8.1429 | 228 | 0.6829 | 0.5797 | 0.6829 | 0.8264 |
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- | No log | 8.2143 | 230 | 0.6726 | 0.6120 | 0.6726 | 0.8201 |
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- | No log | 8.2857 | 232 | 0.7198 | 0.6229 | 0.7198 | 0.8484 |
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- | No log | 8.3571 | 234 | 0.7679 | 0.6065 | 0.7679 | 0.8763 |
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- | No log | 8.4286 | 236 | 0.7065 | 0.5940 | 0.7065 | 0.8406 |
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- | No log | 8.5 | 238 | 0.6545 | 0.5923 | 0.6545 | 0.8090 |
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- | No log | 8.5714 | 240 | 0.6481 | 0.6028 | 0.6481 | 0.8050 |
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- | No log | 8.6429 | 242 | 0.6662 | 0.5542 | 0.6662 | 0.8162 |
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- | No log | 8.7143 | 244 | 0.7752 | 0.5571 | 0.7752 | 0.8805 |
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- | No log | 8.7857 | 246 | 0.8921 | 0.5154 | 0.8921 | 0.9445 |
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- | No log | 8.8571 | 248 | 0.7604 | 0.5220 | 0.7604 | 0.8720 |
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- | No log | 8.9286 | 250 | 0.6556 | 0.6442 | 0.6556 | 0.8097 |
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- | No log | 9.0 | 252 | 0.7310 | 0.5660 | 0.7310 | 0.8550 |
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- | No log | 9.0714 | 254 | 0.7657 | 0.5870 | 0.7657 | 0.8751 |
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- | No log | 9.1429 | 256 | 0.7065 | 0.6160 | 0.7065 | 0.8405 |
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- | No log | 9.2143 | 258 | 0.6454 | 0.6259 | 0.6454 | 0.8034 |
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- | No log | 9.2857 | 260 | 0.6862 | 0.5217 | 0.6862 | 0.8284 |
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- | No log | 9.3571 | 262 | 0.6910 | 0.5327 | 0.6910 | 0.8313 |
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- | No log | 9.4286 | 264 | 0.6693 | 0.5542 | 0.6693 | 0.8181 |
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- | No log | 9.5 | 266 | 0.6559 | 0.5692 | 0.6559 | 0.8099 |
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- | No log | 9.5714 | 268 | 0.7294 | 0.6029 | 0.7294 | 0.8541 |
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- | No log | 9.6429 | 270 | 0.7541 | 0.6029 | 0.7541 | 0.8684 |
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- | No log | 9.7143 | 272 | 0.7409 | 0.5366 | 0.7409 | 0.8608 |
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- | No log | 9.7857 | 274 | 0.8498 | 0.4767 | 0.8498 | 0.9219 |
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- | No log | 9.8571 | 276 | 0.9584 | 0.3702 | 0.9584 | 0.9790 |
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- | No log | 9.9286 | 278 | 0.9372 | 0.4412 | 0.9372 | 0.9681 |
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- | No log | 10.0 | 280 | 0.8397 | 0.4513 | 0.8397 | 0.9163 |
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- | No log | 10.0714 | 282 | 0.8177 | 0.4502 | 0.8177 | 0.9043 |
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- | No log | 10.1429 | 284 | 0.8605 | 0.4750 | 0.8605 | 0.9276 |
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- | No log | 10.2143 | 286 | 0.9211 | 0.4656 | 0.9211 | 0.9598 |
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- | No log | 10.2857 | 288 | 0.8834 | 0.4641 | 0.8834 | 0.9399 |
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- | No log | 10.3571 | 290 | 0.8304 | 0.4971 | 0.8304 | 0.9113 |
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- | No log | 10.4286 | 292 | 0.7856 | 0.4971 | 0.7856 | 0.8864 |
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- | No log | 10.5 | 294 | 0.7607 | 0.5060 | 0.7607 | 0.8722 |
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- | No log | 10.5714 | 296 | 0.7840 | 0.5513 | 0.7840 | 0.8854 |
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- | No log | 10.6429 | 298 | 0.7628 | 0.5717 | 0.7628 | 0.8734 |
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- | No log | 10.7143 | 300 | 0.7410 | 0.6025 | 0.7410 | 0.8608 |
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- | No log | 10.7857 | 302 | 0.6772 | 0.5923 | 0.6772 | 0.8229 |
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- | No log | 10.8571 | 304 | 0.6779 | 0.6207 | 0.6779 | 0.8233 |
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- | No log | 10.9286 | 306 | 0.6755 | 0.6102 | 0.6755 | 0.8219 |
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- | No log | 11.0 | 308 | 0.6505 | 0.5471 | 0.6505 | 0.8065 |
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- | No log | 11.0714 | 310 | 0.7276 | 0.5945 | 0.7276 | 0.8530 |
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- | No log | 11.1429 | 312 | 0.7863 | 0.6194 | 0.7863 | 0.8868 |
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- | No log | 11.2143 | 314 | 0.7339 | 0.6195 | 0.7339 | 0.8567 |
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- | No log | 11.2857 | 316 | 0.6767 | 0.5599 | 0.6767 | 0.8226 |
210
- | No log | 11.3571 | 318 | 0.6873 | 0.5443 | 0.6873 | 0.8290 |
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- | No log | 11.4286 | 320 | 0.6962 | 0.6083 | 0.6962 | 0.8344 |
212
- | No log | 11.5 | 322 | 0.6730 | 0.5808 | 0.6730 | 0.8204 |
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- | No log | 11.5714 | 324 | 0.6657 | 0.5327 | 0.6657 | 0.8159 |
214
- | No log | 11.6429 | 326 | 0.7075 | 0.6047 | 0.7075 | 0.8412 |
215
- | No log | 11.7143 | 328 | 0.8849 | 0.5745 | 0.8849 | 0.9407 |
216
- | No log | 11.7857 | 330 | 0.8955 | 0.5489 | 0.8955 | 0.9463 |
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- | No log | 11.8571 | 332 | 0.7312 | 0.6175 | 0.7312 | 0.8551 |
218
- | No log | 11.9286 | 334 | 0.6478 | 0.5671 | 0.6478 | 0.8049 |
219
- | No log | 12.0 | 336 | 0.6534 | 0.5224 | 0.6534 | 0.8083 |
220
- | No log | 12.0714 | 338 | 0.6646 | 0.5329 | 0.6646 | 0.8153 |
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- | No log | 12.1429 | 340 | 0.6761 | 0.5819 | 0.6761 | 0.8222 |
222
- | No log | 12.2143 | 342 | 0.7194 | 0.5854 | 0.7194 | 0.8482 |
223
- | No log | 12.2857 | 344 | 0.6968 | 0.5854 | 0.6968 | 0.8348 |
224
- | No log | 12.3571 | 346 | 0.6694 | 0.5736 | 0.6694 | 0.8182 |
225
- | No log | 12.4286 | 348 | 0.6501 | 0.5618 | 0.6501 | 0.8063 |
226
- | No log | 12.5 | 350 | 0.6638 | 0.5224 | 0.6638 | 0.8147 |
227
- | No log | 12.5714 | 352 | 0.6674 | 0.5224 | 0.6674 | 0.8170 |
228
- | No log | 12.6429 | 354 | 0.6589 | 0.5139 | 0.6589 | 0.8117 |
229
- | No log | 12.7143 | 356 | 0.6702 | 0.5084 | 0.6702 | 0.8187 |
230
- | No log | 12.7857 | 358 | 0.7154 | 0.5593 | 0.7154 | 0.8458 |
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- | No log | 12.8571 | 360 | 0.7258 | 0.5718 | 0.7258 | 0.8519 |
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- | No log | 12.9286 | 362 | 0.6957 | 0.5342 | 0.6957 | 0.8341 |
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- | No log | 13.0 | 364 | 0.6564 | 0.5287 | 0.6564 | 0.8102 |
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- | No log | 13.0714 | 366 | 0.6536 | 0.5399 | 0.6536 | 0.8085 |
235
- | No log | 13.1429 | 368 | 0.6688 | 0.5425 | 0.6688 | 0.8178 |
236
- | No log | 13.2143 | 370 | 0.6867 | 0.5662 | 0.6867 | 0.8287 |
237
- | No log | 13.2857 | 372 | 0.7467 | 0.5364 | 0.7467 | 0.8641 |
238
- | No log | 13.3571 | 374 | 0.7442 | 0.5476 | 0.7442 | 0.8627 |
239
- | No log | 13.4286 | 376 | 0.6920 | 0.5659 | 0.6920 | 0.8319 |
240
- | No log | 13.5 | 378 | 0.6823 | 0.4918 | 0.6823 | 0.8260 |
241
- | No log | 13.5714 | 380 | 0.7045 | 0.4947 | 0.7045 | 0.8394 |
242
- | No log | 13.6429 | 382 | 0.7289 | 0.5228 | 0.7289 | 0.8537 |
243
- | No log | 13.7143 | 384 | 0.7771 | 0.5256 | 0.7771 | 0.8815 |
244
- | No log | 13.7857 | 386 | 0.7662 | 0.5243 | 0.7662 | 0.8753 |
245
- | No log | 13.8571 | 388 | 0.7012 | 0.5060 | 0.7012 | 0.8374 |
246
- | No log | 13.9286 | 390 | 0.6703 | 0.4883 | 0.6703 | 0.8187 |
247
- | No log | 14.0 | 392 | 0.6556 | 0.5434 | 0.6556 | 0.8097 |
248
- | No log | 14.0714 | 394 | 0.6403 | 0.5443 | 0.6403 | 0.8002 |
249
- | No log | 14.1429 | 396 | 0.6457 | 0.5843 | 0.6457 | 0.8035 |
250
- | No log | 14.2143 | 398 | 0.6622 | 0.6184 | 0.6622 | 0.8137 |
251
- | No log | 14.2857 | 400 | 0.6384 | 0.5237 | 0.6384 | 0.7990 |
252
- | No log | 14.3571 | 402 | 0.6473 | 0.5637 | 0.6473 | 0.8046 |
253
- | No log | 14.4286 | 404 | 0.6695 | 0.5626 | 0.6695 | 0.8182 |
254
- | No log | 14.5 | 406 | 0.6615 | 0.5425 | 0.6615 | 0.8133 |
255
- | No log | 14.5714 | 408 | 0.6249 | 0.5577 | 0.6249 | 0.7905 |
256
- | No log | 14.6429 | 410 | 0.6194 | 0.5701 | 0.6194 | 0.7870 |
257
- | No log | 14.7143 | 412 | 0.6144 | 0.5913 | 0.6144 | 0.7839 |
258
- | No log | 14.7857 | 414 | 0.6116 | 0.5913 | 0.6116 | 0.7820 |
259
- | No log | 14.8571 | 416 | 0.6078 | 0.5990 | 0.6078 | 0.7796 |
260
- | No log | 14.9286 | 418 | 0.6088 | 0.5929 | 0.6088 | 0.7803 |
261
- | No log | 15.0 | 420 | 0.6105 | 0.6581 | 0.6105 | 0.7814 |
262
- | No log | 15.0714 | 422 | 0.6012 | 0.5929 | 0.6012 | 0.7754 |
263
- | No log | 15.1429 | 424 | 0.6094 | 0.5929 | 0.6094 | 0.7806 |
264
- | No log | 15.2143 | 426 | 0.6220 | 0.5880 | 0.6220 | 0.7887 |
265
- | No log | 15.2857 | 428 | 0.6318 | 0.5467 | 0.6318 | 0.7948 |
266
- | No log | 15.3571 | 430 | 0.6492 | 0.4873 | 0.6492 | 0.8057 |
267
- | No log | 15.4286 | 432 | 0.6623 | 0.4626 | 0.6623 | 0.8138 |
268
- | No log | 15.5 | 434 | 0.6852 | 0.4416 | 0.6852 | 0.8278 |
269
- | No log | 15.5714 | 436 | 0.6721 | 0.4520 | 0.6721 | 0.8198 |
270
- | No log | 15.6429 | 438 | 0.6427 | 0.5232 | 0.6427 | 0.8017 |
271
- | No log | 15.7143 | 440 | 0.6437 | 0.5676 | 0.6437 | 0.8023 |
272
- | No log | 15.7857 | 442 | 0.6255 | 0.5909 | 0.6255 | 0.7909 |
273
- | No log | 15.8571 | 444 | 0.6088 | 0.6007 | 0.6088 | 0.7802 |
274
- | No log | 15.9286 | 446 | 0.6023 | 0.6374 | 0.6023 | 0.7761 |
275
- | No log | 16.0 | 448 | 0.6078 | 0.6713 | 0.6078 | 0.7796 |
276
- | No log | 16.0714 | 450 | 0.6217 | 0.6677 | 0.6217 | 0.7885 |
277
- | No log | 16.1429 | 452 | 0.6153 | 0.6554 | 0.6153 | 0.7844 |
278
- | No log | 16.2143 | 454 | 0.5925 | 0.6880 | 0.5925 | 0.7698 |
279
- | No log | 16.2857 | 456 | 0.5935 | 0.6374 | 0.5935 | 0.7704 |
280
- | No log | 16.3571 | 458 | 0.6257 | 0.5353 | 0.6257 | 0.7910 |
281
- | No log | 16.4286 | 460 | 0.6673 | 0.5245 | 0.6673 | 0.8169 |
282
- | No log | 16.5 | 462 | 0.6671 | 0.5459 | 0.6671 | 0.8168 |
283
- | No log | 16.5714 | 464 | 0.6171 | 0.5966 | 0.6171 | 0.7855 |
284
- | No log | 16.6429 | 466 | 0.5923 | 0.5725 | 0.5923 | 0.7696 |
285
- | No log | 16.7143 | 468 | 0.5984 | 0.6018 | 0.5984 | 0.7736 |
286
- | No log | 16.7857 | 470 | 0.6097 | 0.6432 | 0.6097 | 0.7809 |
287
- | No log | 16.8571 | 472 | 0.6089 | 0.5701 | 0.6089 | 0.7803 |
288
- | No log | 16.9286 | 474 | 0.6267 | 0.5192 | 0.6267 | 0.7916 |
289
- | No log | 17.0 | 476 | 0.7122 | 0.5928 | 0.7122 | 0.8439 |
290
- | No log | 17.0714 | 478 | 0.7333 | 0.6259 | 0.7333 | 0.8563 |
291
- | No log | 17.1429 | 480 | 0.6935 | 0.6140 | 0.6935 | 0.8328 |
292
- | No log | 17.2143 | 482 | 0.6097 | 0.5542 | 0.6097 | 0.7809 |
293
- | No log | 17.2857 | 484 | 0.6005 | 0.6035 | 0.6005 | 0.7749 |
294
- | No log | 17.3571 | 486 | 0.6044 | 0.5472 | 0.6044 | 0.7774 |
295
- | No log | 17.4286 | 488 | 0.5955 | 0.6084 | 0.5955 | 0.7717 |
296
- | No log | 17.5 | 490 | 0.5931 | 0.6067 | 0.5931 | 0.7701 |
297
- | No log | 17.5714 | 492 | 0.5957 | 0.6067 | 0.5957 | 0.7718 |
298
- | No log | 17.6429 | 494 | 0.5958 | 0.6067 | 0.5958 | 0.7719 |
299
- | No log | 17.7143 | 496 | 0.5970 | 0.6057 | 0.5970 | 0.7727 |
300
- | No log | 17.7857 | 498 | 0.5979 | 0.6249 | 0.5979 | 0.7733 |
301
- | 0.2647 | 17.8571 | 500 | 0.6017 | 0.6046 | 0.6017 | 0.7757 |
302
- | 0.2647 | 17.9286 | 502 | 0.6051 | 0.6046 | 0.6051 | 0.7779 |
303
- | 0.2647 | 18.0 | 504 | 0.6134 | 0.5359 | 0.6134 | 0.7832 |
304
- | 0.2647 | 18.0714 | 506 | 0.6424 | 0.5898 | 0.6424 | 0.8015 |
305
- | 0.2647 | 18.1429 | 508 | 0.6576 | 0.5898 | 0.6576 | 0.8109 |
306
- | 0.2647 | 18.2143 | 510 | 0.6476 | 0.6021 | 0.6476 | 0.8047 |
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_usingALLEssays_FineTuningAraBERT_run3_AugV5_k9_task5_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.7149
19
+ - Qwk: 0.4484
20
+ - Mse: 0.7149
21
+ - Rmse: 0.8455
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0667 | 2 | 3.8408 | 0.0 | 3.8408 | 1.9598 |
53
+ | No log | 0.1333 | 4 | 2.1332 | 0.0715 | 2.1332 | 1.4606 |
54
+ | No log | 0.2 | 6 | 1.3969 | 0.0 | 1.3969 | 1.1819 |
55
+ | No log | 0.2667 | 8 | 1.2735 | 0.0 | 1.2735 | 1.1285 |
56
+ | No log | 0.3333 | 10 | 1.3683 | 0.0 | 1.3683 | 1.1697 |
57
+ | No log | 0.4 | 12 | 1.7986 | 0.0530 | 1.7986 | 1.3411 |
58
+ | No log | 0.4667 | 14 | 1.8238 | 0.0530 | 1.8238 | 1.3505 |
59
+ | No log | 0.5333 | 16 | 1.6420 | 0.0399 | 1.6420 | 1.2814 |
60
+ | No log | 0.6 | 18 | 1.3345 | 0.0 | 1.3345 | 1.1552 |
61
+ | No log | 0.6667 | 20 | 1.2164 | 0.0496 | 1.2164 | 1.1029 |
62
+ | No log | 0.7333 | 22 | 1.1806 | 0.0849 | 1.1806 | 1.0866 |
63
+ | No log | 0.8 | 24 | 1.1869 | 0.1205 | 1.1869 | 1.0895 |
64
+ | No log | 0.8667 | 26 | 1.0963 | 0.1482 | 1.0963 | 1.0471 |
65
+ | No log | 0.9333 | 28 | 1.2086 | 0.1268 | 1.2086 | 1.0994 |
66
+ | No log | 1.0 | 30 | 1.1744 | 0.1119 | 1.1744 | 1.0837 |
67
+ | No log | 1.0667 | 32 | 1.1026 | 0.1003 | 1.1026 | 1.0501 |
68
+ | No log | 1.1333 | 34 | 1.1920 | 0.1091 | 1.1920 | 1.0918 |
69
+ | No log | 1.2 | 36 | 1.5365 | 0.1184 | 1.5365 | 1.2396 |
70
+ | No log | 1.2667 | 38 | 1.5078 | 0.1512 | 1.5078 | 1.2279 |
71
+ | No log | 1.3333 | 40 | 1.2656 | 0.1952 | 1.2656 | 1.1250 |
72
+ | No log | 1.4 | 42 | 1.0498 | 0.1837 | 1.0498 | 1.0246 |
73
+ | No log | 1.4667 | 44 | 1.0354 | 0.2647 | 1.0354 | 1.0176 |
74
+ | No log | 1.5333 | 46 | 0.9933 | 0.2788 | 0.9933 | 0.9966 |
75
+ | No log | 1.6 | 48 | 1.0865 | 0.2893 | 1.0865 | 1.0423 |
76
+ | No log | 1.6667 | 50 | 1.0635 | 0.2662 | 1.0635 | 1.0313 |
77
+ | No log | 1.7333 | 52 | 1.0341 | 0.3165 | 1.0341 | 1.0169 |
78
+ | No log | 1.8 | 54 | 0.9740 | 0.2935 | 0.9740 | 0.9869 |
79
+ | No log | 1.8667 | 56 | 0.9309 | 0.3407 | 0.9309 | 0.9648 |
80
+ | No log | 1.9333 | 58 | 0.9850 | 0.2925 | 0.9850 | 0.9925 |
81
+ | No log | 2.0 | 60 | 1.0006 | 0.2734 | 1.0006 | 1.0003 |
82
+ | No log | 2.0667 | 62 | 0.8874 | 0.3478 | 0.8874 | 0.9420 |
83
+ | No log | 2.1333 | 64 | 0.8732 | 0.2696 | 0.8732 | 0.9345 |
84
+ | No log | 2.2 | 66 | 0.8958 | 0.4359 | 0.8958 | 0.9465 |
85
+ | No log | 2.2667 | 68 | 0.9045 | 0.4599 | 0.9045 | 0.9510 |
86
+ | No log | 2.3333 | 70 | 0.8762 | 0.4854 | 0.8762 | 0.9361 |
87
+ | No log | 2.4 | 72 | 0.8626 | 0.5098 | 0.8626 | 0.9288 |
88
+ | No log | 2.4667 | 74 | 0.8372 | 0.4691 | 0.8372 | 0.9150 |
89
+ | No log | 2.5333 | 76 | 0.8814 | 0.5340 | 0.8814 | 0.9388 |
90
+ | No log | 2.6 | 78 | 1.0583 | 0.3952 | 1.0583 | 1.0288 |
91
+ | No log | 2.6667 | 80 | 1.0508 | 0.3780 | 1.0508 | 1.0251 |
92
+ | No log | 2.7333 | 82 | 0.8774 | 0.4780 | 0.8774 | 0.9367 |
93
+ | No log | 2.8 | 84 | 0.9392 | 0.4084 | 0.9392 | 0.9691 |
94
+ | No log | 2.8667 | 86 | 1.1985 | 0.3609 | 1.1985 | 1.0948 |
95
+ | No log | 2.9333 | 88 | 1.2201 | 0.3642 | 1.2201 | 1.1046 |
96
+ | No log | 3.0 | 90 | 1.1558 | 0.3575 | 1.1558 | 1.0751 |
97
+ | No log | 3.0667 | 92 | 0.8908 | 0.4741 | 0.8908 | 0.9438 |
98
+ | No log | 3.1333 | 94 | 0.7078 | 0.5555 | 0.7078 | 0.8413 |
99
+ | No log | 3.2 | 96 | 0.6894 | 0.5415 | 0.6894 | 0.8303 |
100
+ | No log | 3.2667 | 98 | 0.6802 | 0.5945 | 0.6802 | 0.8248 |
101
+ | No log | 3.3333 | 100 | 0.8917 | 0.5526 | 0.8917 | 0.9443 |
102
+ | No log | 3.4 | 102 | 1.1283 | 0.3992 | 1.1283 | 1.0622 |
103
+ | No log | 3.4667 | 104 | 0.9826 | 0.5170 | 0.9826 | 0.9913 |
104
+ | No log | 3.5333 | 106 | 0.6836 | 0.6225 | 0.6836 | 0.8268 |
105
+ | No log | 3.6 | 108 | 0.6644 | 0.5840 | 0.6644 | 0.8151 |
106
+ | No log | 3.6667 | 110 | 0.6609 | 0.6164 | 0.6609 | 0.8129 |
107
+ | No log | 3.7333 | 112 | 0.8282 | 0.5005 | 0.8282 | 0.9100 |
108
+ | No log | 3.8 | 114 | 1.0148 | 0.3295 | 1.0148 | 1.0074 |
109
+ | No log | 3.8667 | 116 | 1.1228 | 0.3185 | 1.1228 | 1.0596 |
110
+ | No log | 3.9333 | 118 | 0.9172 | 0.3812 | 0.9172 | 0.9577 |
111
+ | No log | 4.0 | 120 | 0.7285 | 0.5555 | 0.7285 | 0.8535 |
112
+ | No log | 4.0667 | 122 | 0.6728 | 0.5017 | 0.6728 | 0.8202 |
113
+ | No log | 4.1333 | 124 | 0.6614 | 0.5373 | 0.6614 | 0.8133 |
114
+ | No log | 4.2 | 126 | 0.6551 | 0.5735 | 0.6551 | 0.8094 |
115
+ | No log | 4.2667 | 128 | 0.6674 | 0.6207 | 0.6674 | 0.8169 |
116
+ | No log | 4.3333 | 130 | 0.6623 | 0.6185 | 0.6623 | 0.8138 |
117
+ | No log | 4.4 | 132 | 0.6511 | 0.5720 | 0.6511 | 0.8069 |
118
+ | No log | 4.4667 | 134 | 0.6782 | 0.5710 | 0.6782 | 0.8235 |
119
+ | No log | 4.5333 | 136 | 0.6654 | 0.5469 | 0.6654 | 0.8157 |
120
+ | No log | 4.6 | 138 | 0.6400 | 0.6115 | 0.6400 | 0.8000 |
121
+ | No log | 4.6667 | 140 | 0.7238 | 0.6449 | 0.7238 | 0.8508 |
122
+ | No log | 4.7333 | 142 | 0.6752 | 0.6334 | 0.6752 | 0.8217 |
123
+ | No log | 4.8 | 144 | 0.6380 | 0.6227 | 0.6380 | 0.7988 |
124
+ | No log | 4.8667 | 146 | 0.6396 | 0.6555 | 0.6396 | 0.7997 |
125
+ | No log | 4.9333 | 148 | 0.6469 | 0.6365 | 0.6469 | 0.8043 |
126
+ | No log | 5.0 | 150 | 0.6811 | 0.5917 | 0.6811 | 0.8253 |
127
+ | No log | 5.0667 | 152 | 0.6630 | 0.6197 | 0.6630 | 0.8142 |
128
+ | No log | 5.1333 | 154 | 0.6768 | 0.6409 | 0.6768 | 0.8227 |
129
+ | No log | 5.2 | 156 | 0.6911 | 0.6067 | 0.6911 | 0.8313 |
130
+ | No log | 5.2667 | 158 | 0.7096 | 0.5582 | 0.7096 | 0.8424 |
131
+ | No log | 5.3333 | 160 | 0.7157 | 0.4660 | 0.7157 | 0.8460 |
132
+ | No log | 5.4 | 162 | 0.7095 | 0.5199 | 0.7095 | 0.8423 |
133
+ | No log | 5.4667 | 164 | 0.7183 | 0.4998 | 0.7183 | 0.8475 |
134
+ | No log | 5.5333 | 166 | 0.6991 | 0.5428 | 0.6991 | 0.8361 |
135
+ | No log | 5.6 | 168 | 0.6929 | 0.5659 | 0.6929 | 0.8324 |
136
+ | No log | 5.6667 | 170 | 0.6974 | 0.5185 | 0.6974 | 0.8351 |
137
+ | No log | 5.7333 | 172 | 0.7428 | 0.4615 | 0.7428 | 0.8618 |
138
+ | No log | 5.8 | 174 | 0.7497 | 0.4615 | 0.7497 | 0.8658 |
139
+ | No log | 5.8667 | 176 | 0.7126 | 0.5373 | 0.7126 | 0.8441 |
140
+ | No log | 5.9333 | 178 | 0.6926 | 0.6259 | 0.6926 | 0.8322 |
141
+ | No log | 6.0 | 180 | 0.7108 | 0.5951 | 0.7108 | 0.8431 |
142
+ | No log | 6.0667 | 182 | 0.7080 | 0.5951 | 0.7080 | 0.8414 |
143
+ | No log | 6.1333 | 184 | 0.7303 | 0.5825 | 0.7303 | 0.8546 |
144
+ | No log | 6.2 | 186 | 0.7723 | 0.5632 | 0.7723 | 0.8788 |
145
+ | No log | 6.2667 | 188 | 0.7376 | 0.5966 | 0.7376 | 0.8588 |
146
+ | No log | 6.3333 | 190 | 0.7002 | 0.5287 | 0.7002 | 0.8368 |
147
+ | No log | 6.4 | 192 | 0.7170 | 0.5066 | 0.7170 | 0.8467 |
148
+ | No log | 6.4667 | 194 | 0.7586 | 0.4864 | 0.7586 | 0.8710 |
149
+ | No log | 6.5333 | 196 | 0.7561 | 0.5217 | 0.7561 | 0.8695 |
150
+ | No log | 6.6 | 198 | 0.7500 | 0.5339 | 0.7500 | 0.8660 |
151
+ | No log | 6.6667 | 200 | 0.7137 | 0.5536 | 0.7137 | 0.8448 |
152
+ | No log | 6.7333 | 202 | 0.6679 | 0.5913 | 0.6679 | 0.8172 |
153
+ | No log | 6.8 | 204 | 0.6746 | 0.5785 | 0.6746 | 0.8214 |
154
+ | No log | 6.8667 | 206 | 0.7170 | 0.5626 | 0.7170 | 0.8468 |
155
+ | No log | 6.9333 | 208 | 0.7019 | 0.6021 | 0.7019 | 0.8378 |
156
+ | No log | 7.0 | 210 | 0.6627 | 0.5274 | 0.6627 | 0.8140 |
157
+ | No log | 7.0667 | 212 | 0.6600 | 0.5862 | 0.6600 | 0.8124 |
158
+ | No log | 7.1333 | 214 | 0.6476 | 0.6221 | 0.6476 | 0.8047 |
159
+ | No log | 7.2 | 216 | 0.6740 | 0.6003 | 0.6740 | 0.8209 |
160
+ | No log | 7.2667 | 218 | 0.6231 | 0.6824 | 0.6231 | 0.7894 |
161
+ | No log | 7.3333 | 220 | 0.6114 | 0.6133 | 0.6114 | 0.7819 |
162
+ | No log | 7.4 | 222 | 0.6083 | 0.6330 | 0.6083 | 0.7799 |
163
+ | No log | 7.4667 | 224 | 0.6321 | 0.6060 | 0.6321 | 0.7951 |
164
+ | No log | 7.5333 | 226 | 0.6500 | 0.5662 | 0.6500 | 0.8062 |
165
+ | No log | 7.6 | 228 | 0.6366 | 0.5641 | 0.6366 | 0.7979 |
166
+ | No log | 7.6667 | 230 | 0.6537 | 0.5215 | 0.6537 | 0.8085 |
167
+ | No log | 7.7333 | 232 | 0.6439 | 0.5054 | 0.6439 | 0.8025 |
168
+ | No log | 7.8 | 234 | 0.6961 | 0.4983 | 0.6961 | 0.8344 |
169
+ | No log | 7.8667 | 236 | 0.6997 | 0.4754 | 0.6997 | 0.8365 |
170
+ | No log | 7.9333 | 238 | 0.7052 | 0.4754 | 0.7052 | 0.8398 |
171
+ | No log | 8.0 | 240 | 0.6651 | 0.4970 | 0.6651 | 0.8155 |
172
+ | No log | 8.0667 | 242 | 0.6679 | 0.5346 | 0.6679 | 0.8173 |
173
+ | No log | 8.1333 | 244 | 0.6590 | 0.5386 | 0.6590 | 0.8118 |
174
+ | No log | 8.2 | 246 | 0.6904 | 0.5229 | 0.6904 | 0.8309 |
175
+ | No log | 8.2667 | 248 | 0.8110 | 0.5387 | 0.8110 | 0.9006 |
176
+ | No log | 8.3333 | 250 | 0.7897 | 0.5711 | 0.7897 | 0.8887 |
177
+ | No log | 8.4 | 252 | 0.6621 | 0.6052 | 0.6621 | 0.8137 |
178
+ | No log | 8.4667 | 254 | 0.6908 | 0.5614 | 0.6908 | 0.8312 |
179
+ | No log | 8.5333 | 256 | 0.8933 | 0.4681 | 0.8933 | 0.9451 |
180
+ | No log | 8.6 | 258 | 0.9395 | 0.4064 | 0.9395 | 0.9693 |
181
+ | No log | 8.6667 | 260 | 0.8105 | 0.5370 | 0.8105 | 0.9003 |
182
+ | No log | 8.7333 | 262 | 0.6606 | 0.5505 | 0.6606 | 0.8128 |
183
+ | No log | 8.8 | 264 | 0.7076 | 0.5699 | 0.7076 | 0.8412 |
184
+ | No log | 8.8667 | 266 | 0.7387 | 0.5699 | 0.7387 | 0.8595 |
185
+ | No log | 8.9333 | 268 | 0.7009 | 0.5255 | 0.7009 | 0.8372 |
186
+ | No log | 9.0 | 270 | 0.6758 | 0.4914 | 0.6758 | 0.8221 |
187
+ | No log | 9.0667 | 272 | 0.6889 | 0.5003 | 0.6889 | 0.8300 |
188
+ | No log | 9.1333 | 274 | 0.6572 | 0.5810 | 0.6572 | 0.8107 |
189
+ | No log | 9.2 | 276 | 0.6309 | 0.5357 | 0.6309 | 0.7943 |
190
+ | No log | 9.2667 | 278 | 0.6676 | 0.5917 | 0.6676 | 0.8171 |
191
+ | No log | 9.3333 | 280 | 0.6832 | 0.5686 | 0.6832 | 0.8265 |
192
+ | No log | 9.4 | 282 | 0.6459 | 0.5917 | 0.6459 | 0.8037 |
193
+ | No log | 9.4667 | 284 | 0.6240 | 0.5523 | 0.6240 | 0.7899 |
194
+ | No log | 9.5333 | 286 | 0.6296 | 0.5171 | 0.6296 | 0.7935 |
195
+ | No log | 9.6 | 288 | 0.6325 | 0.5503 | 0.6325 | 0.7953 |
196
+ | No log | 9.6667 | 290 | 0.6313 | 0.5388 | 0.6313 | 0.7946 |
197
+ | No log | 9.7333 | 292 | 0.6278 | 0.5622 | 0.6278 | 0.7923 |
198
+ | No log | 9.8 | 294 | 0.6160 | 0.5939 | 0.6160 | 0.7848 |
199
+ | No log | 9.8667 | 296 | 0.6381 | 0.5929 | 0.6381 | 0.7988 |
200
+ | No log | 9.9333 | 298 | 0.7006 | 0.6410 | 0.7006 | 0.8370 |
201
+ | No log | 10.0 | 300 | 0.6573 | 0.6581 | 0.6573 | 0.8108 |
202
+ | No log | 10.0667 | 302 | 0.6161 | 0.6039 | 0.6161 | 0.7849 |
203
+ | No log | 10.1333 | 304 | 0.6421 | 0.5748 | 0.6421 | 0.8013 |
204
+ | No log | 10.2 | 306 | 0.6389 | 0.5879 | 0.6389 | 0.7993 |
205
+ | No log | 10.2667 | 308 | 0.6467 | 0.5909 | 0.6467 | 0.8042 |
206
+ | No log | 10.3333 | 310 | 0.7123 | 0.5647 | 0.7123 | 0.8440 |
207
+ | No log | 10.4 | 312 | 0.7049 | 0.6269 | 0.7049 | 0.8396 |
208
+ | No log | 10.4667 | 314 | 0.6346 | 0.6476 | 0.6346 | 0.7966 |
209
+ | No log | 10.5333 | 316 | 0.6051 | 0.6433 | 0.6051 | 0.7779 |
210
+ | No log | 10.6 | 318 | 0.5947 | 0.6433 | 0.5947 | 0.7712 |
211
+ | No log | 10.6667 | 320 | 0.6163 | 0.6886 | 0.6163 | 0.7850 |
212
+ | No log | 10.7333 | 322 | 0.6956 | 0.6089 | 0.6956 | 0.8340 |
213
+ | No log | 10.8 | 324 | 0.6946 | 0.6089 | 0.6946 | 0.8334 |
214
+ | No log | 10.8667 | 326 | 0.6594 | 0.6464 | 0.6594 | 0.8121 |
215
+ | No log | 10.9333 | 328 | 0.6280 | 0.6252 | 0.6280 | 0.7924 |
216
+ | No log | 11.0 | 330 | 0.6331 | 0.5797 | 0.6331 | 0.7956 |
217
+ | No log | 11.0667 | 332 | 0.6423 | 0.6539 | 0.6423 | 0.8014 |
218
+ | No log | 11.1333 | 334 | 0.6789 | 0.6340 | 0.6789 | 0.8240 |
219
+ | No log | 11.2 | 336 | 0.6689 | 0.5937 | 0.6689 | 0.8179 |
220
+ | No log | 11.2667 | 338 | 0.6707 | 0.5597 | 0.6707 | 0.8189 |
221
+ | No log | 11.3333 | 340 | 0.6597 | 0.6133 | 0.6597 | 0.8122 |
222
+ | No log | 11.4 | 342 | 0.6491 | 0.5656 | 0.6491 | 0.8057 |
223
+ | No log | 11.4667 | 344 | 0.6407 | 0.5771 | 0.6407 | 0.8004 |
224
+ | No log | 11.5333 | 346 | 0.6360 | 0.6032 | 0.6360 | 0.7975 |
225
+ | No log | 11.6 | 348 | 0.6380 | 0.6007 | 0.6380 | 0.7988 |
226
+ | No log | 11.6667 | 350 | 0.6455 | 0.6370 | 0.6455 | 0.8034 |
227
+ | No log | 11.7333 | 352 | 0.6544 | 0.5641 | 0.6544 | 0.8089 |
228
+ | No log | 11.8 | 354 | 0.6691 | 0.5339 | 0.6691 | 0.8180 |
229
+ | No log | 11.8667 | 356 | 0.6626 | 0.5871 | 0.6626 | 0.8140 |
230
+ | No log | 11.9333 | 358 | 0.6511 | 0.5644 | 0.6511 | 0.8069 |
231
+ | No log | 12.0 | 360 | 0.6225 | 0.6479 | 0.6225 | 0.7890 |
232
+ | No log | 12.0667 | 362 | 0.6105 | 0.6125 | 0.6105 | 0.7814 |
233
+ | No log | 12.1333 | 364 | 0.6171 | 0.6144 | 0.6171 | 0.7856 |
234
+ | No log | 12.2 | 366 | 0.6233 | 0.5530 | 0.6233 | 0.7895 |
235
+ | No log | 12.2667 | 368 | 0.6158 | 0.5961 | 0.6158 | 0.7847 |
236
+ | No log | 12.3333 | 370 | 0.6375 | 0.6664 | 0.6375 | 0.7984 |
237
+ | No log | 12.4 | 372 | 0.7203 | 0.5677 | 0.7203 | 0.8487 |
238
+ | No log | 12.4667 | 374 | 0.7178 | 0.6025 | 0.7178 | 0.8472 |
239
+ | No log | 12.5333 | 376 | 0.6536 | 0.6133 | 0.6536 | 0.8084 |
240
+ | No log | 12.6 | 378 | 0.6353 | 0.5982 | 0.6353 | 0.7971 |
241
+ | No log | 12.6667 | 380 | 0.6126 | 0.6089 | 0.6126 | 0.7827 |
242
+ | No log | 12.7333 | 382 | 0.6013 | 0.6297 | 0.6013 | 0.7755 |
243
+ | No log | 12.8 | 384 | 0.6563 | 0.6705 | 0.6563 | 0.8101 |
244
+ | No log | 12.8667 | 386 | 0.6818 | 0.6605 | 0.6818 | 0.8257 |
245
+ | No log | 12.9333 | 388 | 0.6581 | 0.6446 | 0.6581 | 0.8112 |
246
+ | No log | 13.0 | 390 | 0.6488 | 0.6035 | 0.6488 | 0.8055 |
247
+ | No log | 13.0667 | 392 | 0.6491 | 0.5301 | 0.6491 | 0.8057 |
248
+ | No log | 13.1333 | 394 | 0.6364 | 0.5747 | 0.6364 | 0.7977 |
249
+ | No log | 13.2 | 396 | 0.6417 | 0.6482 | 0.6417 | 0.8010 |
250
+ | No log | 13.2667 | 398 | 0.7489 | 0.5328 | 0.7489 | 0.8654 |
251
+ | No log | 13.3333 | 400 | 0.7909 | 0.5213 | 0.7909 | 0.8893 |
252
+ | No log | 13.4 | 402 | 0.7287 | 0.5973 | 0.7287 | 0.8537 |
253
+ | No log | 13.4667 | 404 | 0.6338 | 0.6415 | 0.6338 | 0.7961 |
254
+ | No log | 13.5333 | 406 | 0.6255 | 0.5684 | 0.6255 | 0.7909 |
255
+ | No log | 13.6 | 408 | 0.6433 | 0.5230 | 0.6433 | 0.8021 |
256
+ | No log | 13.6667 | 410 | 0.6332 | 0.5684 | 0.6332 | 0.7957 |
257
+ | No log | 13.7333 | 412 | 0.6233 | 0.6978 | 0.6233 | 0.7895 |
258
+ | No log | 13.8 | 414 | 0.6754 | 0.6236 | 0.6754 | 0.8218 |
259
+ | No log | 13.8667 | 416 | 0.7357 | 0.5980 | 0.7357 | 0.8577 |
260
+ | No log | 13.9333 | 418 | 0.6953 | 0.6634 | 0.6953 | 0.8339 |
261
+ | No log | 14.0 | 420 | 0.5893 | 0.6709 | 0.5893 | 0.7677 |
262
+ | No log | 14.0667 | 422 | 0.5914 | 0.6675 | 0.5914 | 0.7690 |
263
+ | No log | 14.1333 | 424 | 0.7142 | 0.5803 | 0.7142 | 0.8451 |
264
+ | No log | 14.2 | 426 | 0.7262 | 0.5614 | 0.7262 | 0.8521 |
265
+ | No log | 14.2667 | 428 | 0.6471 | 0.5476 | 0.6471 | 0.8044 |
266
+ | No log | 14.3333 | 430 | 0.6515 | 0.5996 | 0.6515 | 0.8071 |
267
+ | No log | 14.4 | 432 | 0.7185 | 0.6063 | 0.7185 | 0.8476 |
268
+ | No log | 14.4667 | 434 | 0.7281 | 0.6063 | 0.7281 | 0.8533 |
269
+ | No log | 14.5333 | 436 | 0.6923 | 0.5880 | 0.6923 | 0.8321 |
270
+ | No log | 14.6 | 438 | 0.6741 | 0.5459 | 0.6741 | 0.8210 |
271
+ | No log | 14.6667 | 440 | 0.7007 | 0.5151 | 0.7007 | 0.8371 |
272
+ | No log | 14.7333 | 442 | 0.6901 | 0.5245 | 0.6901 | 0.8307 |
273
+ | No log | 14.8 | 444 | 0.6634 | 0.6269 | 0.6634 | 0.8145 |
274
+ | No log | 14.8667 | 446 | 0.6858 | 0.5797 | 0.6858 | 0.8282 |
275
+ | No log | 14.9333 | 448 | 0.6931 | 0.5797 | 0.6931 | 0.8325 |
276
+ | No log | 15.0 | 450 | 0.6976 | 0.5969 | 0.6976 | 0.8353 |
277
+ | No log | 15.0667 | 452 | 0.6932 | 0.6291 | 0.6932 | 0.8326 |
278
+ | No log | 15.1333 | 454 | 0.6975 | 0.5699 | 0.6975 | 0.8352 |
279
+ | No log | 15.2 | 456 | 0.6834 | 0.6291 | 0.6834 | 0.8267 |
280
+ | No log | 15.2667 | 458 | 0.6745 | 0.6177 | 0.6745 | 0.8213 |
281
+ | No log | 15.3333 | 460 | 0.6661 | 0.5606 | 0.6661 | 0.8162 |
282
+ | No log | 15.4 | 462 | 0.6765 | 0.6060 | 0.6765 | 0.8225 |
283
+ | No log | 15.4667 | 464 | 0.6793 | 0.5650 | 0.6793 | 0.8242 |
284
+ | No log | 15.5333 | 466 | 0.6686 | 0.5820 | 0.6686 | 0.8177 |
285
+ | No log | 15.6 | 468 | 0.6826 | 0.5909 | 0.6826 | 0.8262 |
286
+ | No log | 15.6667 | 470 | 0.6824 | 0.5909 | 0.6824 | 0.8261 |
287
+ | No log | 15.7333 | 472 | 0.6685 | 0.5919 | 0.6685 | 0.8176 |
288
+ | No log | 15.8 | 474 | 0.6636 | 0.5909 | 0.6636 | 0.8146 |
289
+ | No log | 15.8667 | 476 | 0.6443 | 0.6128 | 0.6443 | 0.8027 |
290
+ | No log | 15.9333 | 478 | 0.6317 | 0.6207 | 0.6317 | 0.7948 |
291
+ | No log | 16.0 | 480 | 0.6174 | 0.6247 | 0.6174 | 0.7858 |
292
+ | No log | 16.0667 | 482 | 0.6162 | 0.7151 | 0.6162 | 0.7850 |
293
+ | No log | 16.1333 | 484 | 0.6212 | 0.6805 | 0.6212 | 0.7881 |
294
+ | No log | 16.2 | 486 | 0.6263 | 0.6528 | 0.6263 | 0.7914 |
295
+ | No log | 16.2667 | 488 | 0.6339 | 0.6335 | 0.6339 | 0.7962 |
296
+ | No log | 16.3333 | 490 | 0.6419 | 0.6325 | 0.6419 | 0.8012 |
297
+ | No log | 16.4 | 492 | 0.6612 | 0.6043 | 0.6612 | 0.8131 |
298
+ | No log | 16.4667 | 494 | 0.6604 | 0.6198 | 0.6604 | 0.8126 |
299
+ | No log | 16.5333 | 496 | 0.6565 | 0.6014 | 0.6565 | 0.8102 |
300
+ | No log | 16.6 | 498 | 0.6443 | 0.6177 | 0.6443 | 0.8027 |
301
+ | 0.2808 | 16.6667 | 500 | 0.6332 | 0.6157 | 0.6332 | 0.7957 |
302
+ | 0.2808 | 16.7333 | 502 | 0.6190 | 0.7074 | 0.6190 | 0.7868 |
303
+ | 0.2808 | 16.8 | 504 | 0.6262 | 0.5783 | 0.6262 | 0.7914 |
304
+ | 0.2808 | 16.8667 | 506 | 0.6299 | 0.5229 | 0.6299 | 0.7937 |
305
+ | 0.2808 | 16.9333 | 508 | 0.6121 | 0.5841 | 0.6121 | 0.7824 |
306
+ | 0.2808 | 17.0 | 510 | 0.5994 | 0.7041 | 0.5994 | 0.7742 |
307
+ | 0.2808 | 17.0667 | 512 | 0.6029 | 0.6610 | 0.6029 | 0.7765 |
308
+ | 0.2808 | 17.1333 | 514 | 0.6132 | 0.6745 | 0.6132 | 0.7830 |
309
+ | 0.2808 | 17.2 | 516 | 0.6274 | 0.6390 | 0.6274 | 0.7921 |
310
+ | 0.2808 | 17.2667 | 518 | 0.6781 | 0.4604 | 0.6781 | 0.8235 |
311
+ | 0.2808 | 17.3333 | 520 | 0.7543 | 0.4109 | 0.7543 | 0.8685 |
312
+ | 0.2808 | 17.4 | 522 | 0.7820 | 0.4008 | 0.7820 | 0.8843 |
313
+ | 0.2808 | 17.4667 | 524 | 0.7633 | 0.3990 | 0.7633 | 0.8737 |
314
+ | 0.2808 | 17.5333 | 526 | 0.7149 | 0.4484 | 0.7149 | 0.8455 |
315
 
316
 
317
  ### Framework versions