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ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task2_organization

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bert
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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: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task2_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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- # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k5_task2_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: 0.7559
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- - Qwk: 0.4469
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- - Mse: 0.7559
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- - Rmse: 0.8694
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  ## Model description
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@@ -49,288 +49,675 @@ 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 | 4.1593 | -0.0228 | 4.1593 | 2.0394 |
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- | No log | 0.1429 | 4 | 2.1598 | 0.0043 | 2.1598 | 1.4696 |
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- | No log | 0.2143 | 6 | 1.3269 | 0.0048 | 1.3269 | 1.1519 |
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- | No log | 0.2857 | 8 | 0.9564 | 0.0572 | 0.9564 | 0.9779 |
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- | No log | 0.3571 | 10 | 0.9769 | -0.0210 | 0.9769 | 0.9884 |
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- | No log | 0.4286 | 12 | 1.2247 | 0.0262 | 1.2247 | 1.1067 |
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- | No log | 0.5 | 14 | 1.1861 | 0.0469 | 1.1861 | 1.0891 |
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- | No log | 0.5714 | 16 | 0.8378 | 0.2582 | 0.8378 | 0.9153 |
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- | No log | 0.6429 | 18 | 0.7382 | 0.2883 | 0.7382 | 0.8592 |
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- | No log | 0.7143 | 20 | 0.7602 | 0.2862 | 0.7602 | 0.8719 |
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- | No log | 0.7857 | 22 | 0.8478 | 0.2354 | 0.8478 | 0.9208 |
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- | No log | 0.8571 | 24 | 0.9453 | 0.2219 | 0.9453 | 0.9722 |
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- | No log | 0.9286 | 26 | 1.3071 | 0.0622 | 1.3071 | 1.1433 |
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- | No log | 1.0 | 28 | 1.3621 | 0.0573 | 1.3621 | 1.1671 |
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- | No log | 1.0714 | 30 | 1.3474 | 0.0697 | 1.3474 | 1.1608 |
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- | No log | 1.1429 | 32 | 1.0976 | 0.0888 | 1.0976 | 1.0477 |
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- | No log | 1.2143 | 34 | 1.0354 | 0.0848 | 1.0354 | 1.0175 |
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- | No log | 1.2857 | 36 | 0.8457 | 0.2624 | 0.8457 | 0.9196 |
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- | No log | 1.3571 | 38 | 0.8137 | 0.2879 | 0.8137 | 0.9021 |
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- | No log | 1.4286 | 40 | 0.9247 | 0.2267 | 0.9247 | 0.9616 |
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- | No log | 1.5 | 42 | 1.0332 | 0.1818 | 1.0332 | 1.0165 |
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- | No log | 1.5714 | 44 | 1.2912 | 0.1781 | 1.2912 | 1.1363 |
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- | No log | 1.6429 | 46 | 1.3734 | 0.1326 | 1.3734 | 1.1719 |
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- | No log | 1.7143 | 48 | 1.3638 | 0.0769 | 1.3638 | 1.1678 |
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- | No log | 1.7857 | 50 | 1.1421 | 0.0887 | 1.1421 | 1.0687 |
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- | No log | 1.8571 | 52 | 0.8793 | 0.2368 | 0.8793 | 0.9377 |
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- | No log | 1.9286 | 54 | 0.6616 | 0.3230 | 0.6616 | 0.8134 |
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- | No log | 2.0 | 56 | 0.6470 | 0.3613 | 0.6470 | 0.8043 |
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- | No log | 2.0714 | 58 | 0.6884 | 0.3883 | 0.6884 | 0.8297 |
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- | No log | 2.1429 | 60 | 0.7424 | 0.3683 | 0.7424 | 0.8616 |
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- | No log | 2.2143 | 62 | 0.9312 | 0.2472 | 0.9312 | 0.9650 |
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- | No log | 2.2857 | 64 | 1.2590 | 0.2372 | 1.2590 | 1.1220 |
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- | No log | 2.3571 | 66 | 1.3449 | 0.1646 | 1.3449 | 1.1597 |
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- | No log | 2.4286 | 68 | 1.0633 | 0.1850 | 1.0633 | 1.0311 |
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- | No log | 2.5 | 70 | 0.8954 | 0.2653 | 0.8954 | 0.9463 |
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- | No log | 2.5714 | 72 | 1.0334 | 0.2049 | 1.0334 | 1.0166 |
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- | No log | 2.6429 | 74 | 0.9250 | 0.2010 | 0.9250 | 0.9617 |
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- | No log | 2.7143 | 76 | 0.6773 | 0.3951 | 0.6773 | 0.8230 |
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- | No log | 2.7857 | 78 | 0.6300 | 0.4692 | 0.6300 | 0.7937 |
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- | No log | 2.8571 | 80 | 0.6010 | 0.4902 | 0.6010 | 0.7752 |
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- | No log | 2.9286 | 82 | 0.6287 | 0.4980 | 0.6287 | 0.7929 |
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- | No log | 3.0 | 84 | 0.5682 | 0.5591 | 0.5682 | 0.7538 |
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- | No log | 3.0714 | 86 | 0.5863 | 0.5491 | 0.5863 | 0.7657 |
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- | No log | 3.1429 | 88 | 0.5998 | 0.5381 | 0.5998 | 0.7745 |
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- | No log | 3.2143 | 90 | 0.6655 | 0.4857 | 0.6655 | 0.8158 |
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- | No log | 3.2857 | 92 | 0.6123 | 0.5396 | 0.6123 | 0.7825 |
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- | No log | 3.3571 | 94 | 0.5311 | 0.5011 | 0.5311 | 0.7288 |
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- | No log | 3.4286 | 96 | 0.5472 | 0.5372 | 0.5472 | 0.7397 |
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- | No log | 3.5 | 98 | 0.5464 | 0.5114 | 0.5464 | 0.7392 |
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- | No log | 3.5714 | 100 | 0.6435 | 0.5804 | 0.6435 | 0.8022 |
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- | No log | 3.6429 | 102 | 0.7764 | 0.5025 | 0.7764 | 0.8811 |
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- | No log | 3.7143 | 104 | 0.6779 | 0.5846 | 0.6779 | 0.8234 |
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- | No log | 3.7857 | 106 | 0.7053 | 0.5656 | 0.7053 | 0.8398 |
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- | No log | 3.8571 | 108 | 0.8183 | 0.4916 | 0.8183 | 0.9046 |
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- | No log | 3.9286 | 110 | 0.7384 | 0.5085 | 0.7384 | 0.8593 |
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- | No log | 4.0 | 112 | 0.7708 | 0.5115 | 0.7708 | 0.8779 |
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- | No log | 4.0714 | 114 | 0.9794 | 0.4040 | 0.9794 | 0.9896 |
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- | No log | 4.1429 | 116 | 1.2303 | 0.3288 | 1.2303 | 1.1092 |
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- | No log | 4.2143 | 118 | 0.8766 | 0.4014 | 0.8766 | 0.9363 |
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- | No log | 4.2857 | 120 | 0.6909 | 0.4891 | 0.6909 | 0.8312 |
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- | No log | 4.3571 | 122 | 0.5858 | 0.5515 | 0.5858 | 0.7654 |
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- | No log | 4.4286 | 124 | 0.6197 | 0.4932 | 0.6197 | 0.7872 |
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- | No log | 4.5 | 126 | 0.8154 | 0.4649 | 0.8154 | 0.9030 |
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- | No log | 4.5714 | 128 | 0.7935 | 0.5097 | 0.7935 | 0.8908 |
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- | No log | 4.6429 | 130 | 0.6746 | 0.5483 | 0.6746 | 0.8213 |
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- | No log | 4.7143 | 132 | 0.7185 | 0.5552 | 0.7185 | 0.8476 |
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- | No log | 4.7857 | 134 | 0.7687 | 0.5151 | 0.7687 | 0.8768 |
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- | No log | 4.8571 | 136 | 0.6742 | 0.5303 | 0.6742 | 0.8211 |
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- | No log | 4.9286 | 138 | 0.6277 | 0.5009 | 0.6277 | 0.7923 |
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- | No log | 5.0 | 140 | 0.6511 | 0.4898 | 0.6512 | 0.8069 |
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- | No log | 5.0714 | 142 | 0.6840 | 0.4734 | 0.6840 | 0.8270 |
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- | No log | 5.1429 | 144 | 0.6321 | 0.4525 | 0.6321 | 0.7950 |
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- | No log | 5.2143 | 146 | 0.6461 | 0.5123 | 0.6461 | 0.8038 |
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- | No log | 5.2857 | 148 | 0.6773 | 0.5004 | 0.6773 | 0.8230 |
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- | No log | 5.3571 | 150 | 0.8295 | 0.4600 | 0.8295 | 0.9108 |
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- | No log | 5.4286 | 152 | 0.9573 | 0.4506 | 0.9573 | 0.9784 |
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- | No log | 5.5 | 154 | 0.7958 | 0.4887 | 0.7958 | 0.8921 |
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- | No log | 5.5714 | 156 | 0.6858 | 0.5622 | 0.6858 | 0.8281 |
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- | No log | 5.6429 | 158 | 0.6716 | 0.5083 | 0.6716 | 0.8195 |
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- | No log | 5.7143 | 160 | 0.7871 | 0.4725 | 0.7871 | 0.8872 |
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- | No log | 5.7857 | 162 | 0.7952 | 0.4831 | 0.7952 | 0.8917 |
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- | No log | 5.8571 | 164 | 0.6591 | 0.5152 | 0.6591 | 0.8118 |
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- | No log | 5.9286 | 166 | 0.6177 | 0.5531 | 0.6177 | 0.7859 |
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- | No log | 6.0 | 168 | 0.6514 | 0.4940 | 0.6514 | 0.8071 |
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- | No log | 6.0714 | 170 | 0.9421 | 0.3754 | 0.9421 | 0.9706 |
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- | No log | 6.1429 | 172 | 1.1738 | 0.2841 | 1.1738 | 1.0834 |
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- | No log | 6.2143 | 174 | 1.0141 | 0.3187 | 1.0141 | 1.0070 |
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- | No log | 6.2857 | 176 | 0.6629 | 0.5560 | 0.6629 | 0.8142 |
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- | No log | 6.3571 | 178 | 0.5937 | 0.5414 | 0.5937 | 0.7706 |
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- | No log | 6.4286 | 180 | 0.6127 | 0.5379 | 0.6127 | 0.7827 |
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- | No log | 6.5 | 182 | 0.7320 | 0.4691 | 0.7320 | 0.8555 |
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- | No log | 6.5714 | 184 | 0.7497 | 0.4893 | 0.7497 | 0.8658 |
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- | No log | 6.6429 | 186 | 0.7482 | 0.5500 | 0.7482 | 0.8650 |
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- | No log | 6.7143 | 188 | 0.6558 | 0.5347 | 0.6558 | 0.8098 |
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- | No log | 6.7857 | 190 | 0.6395 | 0.4986 | 0.6395 | 0.7997 |
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- | No log | 6.8571 | 192 | 0.6639 | 0.4686 | 0.6639 | 0.8148 |
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- | No log | 6.9286 | 194 | 0.7456 | 0.5474 | 0.7456 | 0.8635 |
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- | No log | 7.0 | 196 | 0.8644 | 0.4289 | 0.8644 | 0.9297 |
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- | No log | 7.0714 | 198 | 0.7391 | 0.5568 | 0.7391 | 0.8597 |
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- | No log | 7.1429 | 200 | 0.6460 | 0.5153 | 0.6460 | 0.8037 |
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- | No log | 7.2143 | 202 | 0.6627 | 0.4896 | 0.6627 | 0.8141 |
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- | No log | 7.2857 | 204 | 0.6451 | 0.4945 | 0.6451 | 0.8032 |
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- | No log | 7.3571 | 206 | 0.6771 | 0.4857 | 0.6771 | 0.8229 |
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- | No log | 7.4286 | 208 | 0.7933 | 0.4474 | 0.7933 | 0.8907 |
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- | No log | 7.5 | 210 | 0.7990 | 0.4367 | 0.7990 | 0.8938 |
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- | No log | 7.5714 | 212 | 0.6717 | 0.5038 | 0.6717 | 0.8196 |
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- | No log | 7.6429 | 214 | 0.6229 | 0.4373 | 0.6229 | 0.7893 |
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- | No log | 7.7143 | 216 | 0.6649 | 0.4415 | 0.6649 | 0.8154 |
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- | No log | 7.7857 | 218 | 0.6493 | 0.4689 | 0.6493 | 0.8058 |
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- | No log | 7.8571 | 220 | 0.7624 | 0.4274 | 0.7624 | 0.8732 |
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- | No log | 7.9286 | 222 | 1.0327 | 0.3565 | 1.0327 | 1.0162 |
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- | No log | 8.0 | 224 | 1.2454 | 0.2731 | 1.2454 | 1.1160 |
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- | No log | 8.0714 | 226 | 1.1975 | 0.2714 | 1.1975 | 1.0943 |
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- | No log | 8.1429 | 228 | 0.9038 | 0.3750 | 0.9038 | 0.9507 |
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- | No log | 8.2143 | 230 | 0.7154 | 0.4549 | 0.7154 | 0.8458 |
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- | No log | 8.2857 | 232 | 0.6691 | 0.4236 | 0.6691 | 0.8180 |
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- | No log | 8.3571 | 234 | 0.6419 | 0.4217 | 0.6419 | 0.8012 |
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- | No log | 8.4286 | 236 | 0.6417 | 0.4395 | 0.6417 | 0.8011 |
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- | No log | 8.5 | 238 | 0.6648 | 0.4704 | 0.6648 | 0.8154 |
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- | No log | 8.5714 | 240 | 0.6488 | 0.4613 | 0.6488 | 0.8055 |
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- | No log | 8.6429 | 242 | 0.6583 | 0.4337 | 0.6583 | 0.8113 |
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- | No log | 8.7143 | 244 | 0.6694 | 0.4168 | 0.6694 | 0.8182 |
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- | No log | 8.7857 | 246 | 0.6807 | 0.4754 | 0.6807 | 0.8251 |
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- | No log | 8.8571 | 248 | 0.6966 | 0.4969 | 0.6966 | 0.8346 |
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- | No log | 8.9286 | 250 | 0.7216 | 0.4694 | 0.7216 | 0.8494 |
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- | No log | 9.0 | 252 | 0.7315 | 0.5096 | 0.7315 | 0.8553 |
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- | No log | 9.0714 | 254 | 0.6740 | 0.4715 | 0.6740 | 0.8210 |
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- | No log | 9.1429 | 256 | 0.6537 | 0.5005 | 0.6537 | 0.8085 |
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- | No log | 9.2143 | 258 | 0.6398 | 0.5018 | 0.6398 | 0.7999 |
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- | No log | 9.2857 | 260 | 0.6505 | 0.4948 | 0.6505 | 0.8066 |
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- | No log | 9.3571 | 262 | 0.7071 | 0.5194 | 0.7071 | 0.8409 |
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- | No log | 9.4286 | 264 | 0.6983 | 0.4930 | 0.6983 | 0.8356 |
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- | No log | 9.5 | 266 | 0.6684 | 0.4878 | 0.6684 | 0.8176 |
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- | No log | 9.5714 | 268 | 0.7331 | 0.4646 | 0.7331 | 0.8562 |
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- | No log | 9.6429 | 270 | 0.7766 | 0.4687 | 0.7766 | 0.8813 |
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- | No log | 9.7143 | 272 | 0.6957 | 0.4870 | 0.6957 | 0.8341 |
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- | No log | 9.7857 | 274 | 0.6554 | 0.4549 | 0.6554 | 0.8096 |
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- | No log | 9.8571 | 276 | 0.6555 | 0.4790 | 0.6555 | 0.8096 |
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- | No log | 9.9286 | 278 | 0.6396 | 0.4572 | 0.6396 | 0.7997 |
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- | No log | 10.0 | 280 | 0.6351 | 0.4367 | 0.6351 | 0.7969 |
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- | No log | 10.0714 | 282 | 0.6492 | 0.4676 | 0.6492 | 0.8057 |
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- | No log | 10.1429 | 284 | 0.6745 | 0.4844 | 0.6745 | 0.8213 |
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- | No log | 10.2143 | 286 | 0.7145 | 0.5232 | 0.7145 | 0.8453 |
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- | No log | 10.2857 | 288 | 0.8973 | 0.4677 | 0.8973 | 0.9473 |
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- | No log | 10.3571 | 290 | 1.0052 | 0.3941 | 1.0052 | 1.0026 |
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- | No log | 10.4286 | 292 | 0.8630 | 0.4614 | 0.8630 | 0.9290 |
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- | No log | 10.5 | 294 | 0.6842 | 0.5238 | 0.6842 | 0.8272 |
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- | No log | 10.5714 | 296 | 0.6658 | 0.4670 | 0.6658 | 0.8160 |
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- | No log | 10.6429 | 298 | 0.6920 | 0.4730 | 0.6920 | 0.8319 |
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- | No log | 10.7143 | 300 | 0.6280 | 0.4354 | 0.6280 | 0.7924 |
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- | No log | 10.7857 | 302 | 0.6002 | 0.5265 | 0.6002 | 0.7747 |
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- | No log | 10.8571 | 304 | 0.6108 | 0.5580 | 0.6108 | 0.7815 |
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- | No log | 10.9286 | 306 | 0.6127 | 0.5396 | 0.6127 | 0.7828 |
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- | No log | 11.0 | 308 | 0.6292 | 0.4557 | 0.6292 | 0.7932 |
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- | No log | 11.0714 | 310 | 0.7055 | 0.4839 | 0.7055 | 0.8399 |
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- | No log | 11.1429 | 312 | 0.6865 | 0.4845 | 0.6865 | 0.8285 |
208
- | No log | 11.2143 | 314 | 0.6383 | 0.4830 | 0.6383 | 0.7989 |
209
- | No log | 11.2857 | 316 | 0.6368 | 0.4909 | 0.6368 | 0.7980 |
210
- | No log | 11.3571 | 318 | 0.6390 | 0.4909 | 0.6390 | 0.7994 |
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- | No log | 11.4286 | 320 | 0.6535 | 0.4812 | 0.6535 | 0.8084 |
212
- | No log | 11.5 | 322 | 0.6265 | 0.4383 | 0.6265 | 0.7915 |
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- | No log | 11.5714 | 324 | 0.6078 | 0.4865 | 0.6078 | 0.7796 |
214
- | No log | 11.6429 | 326 | 0.6256 | 0.5504 | 0.6256 | 0.7910 |
215
- | No log | 11.7143 | 328 | 0.6251 | 0.5527 | 0.6251 | 0.7907 |
216
- | No log | 11.7857 | 330 | 0.6388 | 0.5489 | 0.6388 | 0.7992 |
217
- | No log | 11.8571 | 332 | 0.6750 | 0.5369 | 0.6750 | 0.8216 |
218
- | No log | 11.9286 | 334 | 0.7540 | 0.4936 | 0.7540 | 0.8683 |
219
- | No log | 12.0 | 336 | 0.7801 | 0.4611 | 0.7801 | 0.8832 |
220
- | No log | 12.0714 | 338 | 0.7023 | 0.4713 | 0.7023 | 0.8380 |
221
- | No log | 12.1429 | 340 | 0.6443 | 0.5063 | 0.6443 | 0.8027 |
222
- | No log | 12.2143 | 342 | 0.6551 | 0.5005 | 0.6551 | 0.8094 |
223
- | No log | 12.2857 | 344 | 0.6362 | 0.4954 | 0.6362 | 0.7976 |
224
- | No log | 12.3571 | 346 | 0.6266 | 0.4940 | 0.6266 | 0.7916 |
225
- | No log | 12.4286 | 348 | 0.6250 | 0.4739 | 0.6250 | 0.7906 |
226
- | No log | 12.5 | 350 | 0.6449 | 0.5156 | 0.6449 | 0.8031 |
227
- | No log | 12.5714 | 352 | 0.6755 | 0.5082 | 0.6755 | 0.8219 |
228
- | No log | 12.6429 | 354 | 0.6559 | 0.4834 | 0.6559 | 0.8099 |
229
- | No log | 12.7143 | 356 | 0.6827 | 0.5066 | 0.6827 | 0.8263 |
230
- | No log | 12.7857 | 358 | 0.7062 | 0.5111 | 0.7062 | 0.8403 |
231
- | No log | 12.8571 | 360 | 0.6883 | 0.4878 | 0.6883 | 0.8297 |
232
- | No log | 12.9286 | 362 | 0.6740 | 0.4767 | 0.6740 | 0.8210 |
233
- | No log | 13.0 | 364 | 0.6703 | 0.4673 | 0.6703 | 0.8187 |
234
- | No log | 13.0714 | 366 | 0.6685 | 0.4792 | 0.6685 | 0.8176 |
235
- | No log | 13.1429 | 368 | 0.6605 | 0.4491 | 0.6605 | 0.8127 |
236
- | No log | 13.2143 | 370 | 0.6652 | 0.4677 | 0.6652 | 0.8156 |
237
- | No log | 13.2857 | 372 | 0.6813 | 0.4775 | 0.6813 | 0.8254 |
238
- | No log | 13.3571 | 374 | 0.6669 | 0.4802 | 0.6669 | 0.8166 |
239
- | No log | 13.4286 | 376 | 0.6588 | 0.4869 | 0.6588 | 0.8117 |
240
- | No log | 13.5 | 378 | 0.6295 | 0.5352 | 0.6295 | 0.7934 |
241
- | No log | 13.5714 | 380 | 0.6847 | 0.4672 | 0.6847 | 0.8275 |
242
- | No log | 13.6429 | 382 | 0.7197 | 0.4500 | 0.7197 | 0.8483 |
243
- | No log | 13.7143 | 384 | 0.6628 | 0.4926 | 0.6628 | 0.8142 |
244
- | No log | 13.7857 | 386 | 0.6650 | 0.5646 | 0.6650 | 0.8155 |
245
- | No log | 13.8571 | 388 | 0.7618 | 0.4767 | 0.7618 | 0.8728 |
246
- | No log | 13.9286 | 390 | 0.7741 | 0.4922 | 0.7741 | 0.8798 |
247
- | No log | 14.0 | 392 | 0.7838 | 0.4997 | 0.7838 | 0.8853 |
248
- | No log | 14.0714 | 394 | 0.8116 | 0.4753 | 0.8116 | 0.9009 |
249
- | No log | 14.1429 | 396 | 0.7701 | 0.4934 | 0.7701 | 0.8775 |
250
- | No log | 14.2143 | 398 | 0.7419 | 0.5059 | 0.7419 | 0.8613 |
251
- | No log | 14.2857 | 400 | 0.6618 | 0.5538 | 0.6618 | 0.8135 |
252
- | No log | 14.3571 | 402 | 0.6218 | 0.5403 | 0.6218 | 0.7885 |
253
- | No log | 14.4286 | 404 | 0.6434 | 0.5538 | 0.6434 | 0.8021 |
254
- | No log | 14.5 | 406 | 0.6150 | 0.5729 | 0.6150 | 0.7842 |
255
- | No log | 14.5714 | 408 | 0.5943 | 0.5132 | 0.5943 | 0.7709 |
256
- | No log | 14.6429 | 410 | 0.6112 | 0.5646 | 0.6112 | 0.7818 |
257
- | No log | 14.7143 | 412 | 0.6099 | 0.5312 | 0.6099 | 0.7810 |
258
- | No log | 14.7857 | 414 | 0.6323 | 0.5555 | 0.6323 | 0.7952 |
259
- | No log | 14.8571 | 416 | 0.6967 | 0.5251 | 0.6967 | 0.8347 |
260
- | No log | 14.9286 | 418 | 0.7958 | 0.5023 | 0.7958 | 0.8921 |
261
- | No log | 15.0 | 420 | 0.7822 | 0.4981 | 0.7822 | 0.8844 |
262
- | No log | 15.0714 | 422 | 0.7544 | 0.5158 | 0.7544 | 0.8686 |
263
- | No log | 15.1429 | 424 | 0.6841 | 0.5261 | 0.6841 | 0.8271 |
264
- | No log | 15.2143 | 426 | 0.6847 | 0.5469 | 0.6847 | 0.8275 |
265
- | No log | 15.2857 | 428 | 0.7058 | 0.5182 | 0.7058 | 0.8401 |
266
- | No log | 15.3571 | 430 | 0.6550 | 0.4960 | 0.6550 | 0.8093 |
267
- | No log | 15.4286 | 432 | 0.6205 | 0.5365 | 0.6205 | 0.7877 |
268
- | No log | 15.5 | 434 | 0.6053 | 0.5118 | 0.6053 | 0.7780 |
269
- | No log | 15.5714 | 436 | 0.6128 | 0.5396 | 0.6128 | 0.7828 |
270
- | No log | 15.6429 | 438 | 0.6272 | 0.4991 | 0.6272 | 0.7919 |
271
- | No log | 15.7143 | 440 | 0.6217 | 0.5641 | 0.6217 | 0.7885 |
272
- | No log | 15.7857 | 442 | 0.6288 | 0.4868 | 0.6288 | 0.7929 |
273
- | No log | 15.8571 | 444 | 0.6378 | 0.5006 | 0.6378 | 0.7986 |
274
- | No log | 15.9286 | 446 | 0.6218 | 0.5161 | 0.6218 | 0.7885 |
275
- | No log | 16.0 | 448 | 0.6248 | 0.5069 | 0.6248 | 0.7904 |
276
- | No log | 16.0714 | 450 | 0.6389 | 0.5024 | 0.6389 | 0.7993 |
277
- | No log | 16.1429 | 452 | 0.6511 | 0.5024 | 0.6511 | 0.8069 |
278
- | No log | 16.2143 | 454 | 0.6510 | 0.5024 | 0.6510 | 0.8069 |
279
- | No log | 16.2857 | 456 | 0.6527 | 0.4820 | 0.6527 | 0.8079 |
280
- | No log | 16.3571 | 458 | 0.6811 | 0.5542 | 0.6811 | 0.8253 |
281
- | No log | 16.4286 | 460 | 0.6544 | 0.5625 | 0.6544 | 0.8090 |
282
- | No log | 16.5 | 462 | 0.6228 | 0.4984 | 0.6228 | 0.7892 |
283
- | No log | 16.5714 | 464 | 0.6455 | 0.5242 | 0.6455 | 0.8034 |
284
- | No log | 16.6429 | 466 | 0.6620 | 0.5408 | 0.6620 | 0.8136 |
285
- | No log | 16.7143 | 468 | 0.6792 | 0.5239 | 0.6792 | 0.8242 |
286
- | No log | 16.7857 | 470 | 0.6858 | 0.5333 | 0.6858 | 0.8281 |
287
- | No log | 16.8571 | 472 | 0.7191 | 0.5327 | 0.7191 | 0.8480 |
288
- | No log | 16.9286 | 474 | 0.6999 | 0.5305 | 0.6999 | 0.8366 |
289
- | No log | 17.0 | 476 | 0.6634 | 0.5378 | 0.6634 | 0.8145 |
290
- | No log | 17.0714 | 478 | 0.6407 | 0.5254 | 0.6407 | 0.8004 |
291
- | No log | 17.1429 | 480 | 0.6331 | 0.5088 | 0.6331 | 0.7957 |
292
- | No log | 17.2143 | 482 | 0.6203 | 0.5473 | 0.6203 | 0.7876 |
293
- | No log | 17.2857 | 484 | 0.6176 | 0.5178 | 0.6176 | 0.7859 |
294
- | No log | 17.3571 | 486 | 0.6442 | 0.5354 | 0.6442 | 0.8026 |
295
- | No log | 17.4286 | 488 | 0.6433 | 0.5245 | 0.6433 | 0.8020 |
296
- | No log | 17.5 | 490 | 0.6366 | 0.5357 | 0.6366 | 0.7979 |
297
- | No log | 17.5714 | 492 | 0.6372 | 0.5288 | 0.6372 | 0.7982 |
298
- | No log | 17.6429 | 494 | 0.6348 | 0.5408 | 0.6348 | 0.7968 |
299
- | No log | 17.7143 | 496 | 0.6461 | 0.5358 | 0.6461 | 0.8038 |
300
- | No log | 17.7857 | 498 | 0.6529 | 0.5176 | 0.6529 | 0.8080 |
301
- | 0.3235 | 17.8571 | 500 | 0.6651 | 0.5097 | 0.6651 | 0.8155 |
302
- | 0.3235 | 17.9286 | 502 | 0.6966 | 0.5119 | 0.6966 | 0.8346 |
303
- | 0.3235 | 18.0 | 504 | 0.7478 | 0.5071 | 0.7478 | 0.8647 |
304
- | 0.3235 | 18.0714 | 506 | 0.7675 | 0.5129 | 0.7675 | 0.8761 |
305
- | 0.3235 | 18.1429 | 508 | 0.6929 | 0.4991 | 0.6929 | 0.8324 |
306
- | 0.3235 | 18.2143 | 510 | 0.6470 | 0.5618 | 0.6470 | 0.8044 |
307
- | 0.3235 | 18.2857 | 512 | 0.6581 | 0.5228 | 0.6581 | 0.8113 |
308
- | 0.3235 | 18.3571 | 514 | 0.6532 | 0.5386 | 0.6532 | 0.8082 |
309
- | 0.3235 | 18.4286 | 516 | 0.6507 | 0.5293 | 0.6507 | 0.8067 |
310
- | 0.3235 | 18.5 | 518 | 0.6412 | 0.5172 | 0.6412 | 0.8008 |
311
- | 0.3235 | 18.5714 | 520 | 0.6679 | 0.5454 | 0.6679 | 0.8172 |
312
- | 0.3235 | 18.6429 | 522 | 0.6832 | 0.5132 | 0.6832 | 0.8266 |
313
- | 0.3235 | 18.7143 | 524 | 0.6752 | 0.5476 | 0.6752 | 0.8217 |
314
- | 0.3235 | 18.7857 | 526 | 0.6675 | 0.5111 | 0.6675 | 0.8170 |
315
- | 0.3235 | 18.8571 | 528 | 0.6613 | 0.5135 | 0.6613 | 0.8132 |
316
- | 0.3235 | 18.9286 | 530 | 0.6710 | 0.5106 | 0.6710 | 0.8191 |
317
- | 0.3235 | 19.0 | 532 | 0.7103 | 0.5343 | 0.7103 | 0.8428 |
318
- | 0.3235 | 19.0714 | 534 | 0.7103 | 0.5217 | 0.7103 | 0.8428 |
319
- | 0.3235 | 19.1429 | 536 | 0.6637 | 0.5614 | 0.6637 | 0.8147 |
320
- | 0.3235 | 19.2143 | 538 | 0.6281 | 0.5048 | 0.6281 | 0.7925 |
321
- | 0.3235 | 19.2857 | 540 | 0.6242 | 0.5069 | 0.6242 | 0.7901 |
322
- | 0.3235 | 19.3571 | 542 | 0.6401 | 0.5155 | 0.6401 | 0.8001 |
323
- | 0.3235 | 19.4286 | 544 | 0.6865 | 0.5373 | 0.6865 | 0.8286 |
324
- | 0.3235 | 19.5 | 546 | 0.7035 | 0.5199 | 0.7035 | 0.8388 |
325
- | 0.3235 | 19.5714 | 548 | 0.6893 | 0.5117 | 0.6893 | 0.8302 |
326
- | 0.3235 | 19.6429 | 550 | 0.6841 | 0.5203 | 0.6841 | 0.8271 |
327
- | 0.3235 | 19.7143 | 552 | 0.6912 | 0.5203 | 0.6912 | 0.8314 |
328
- | 0.3235 | 19.7857 | 554 | 0.7249 | 0.5197 | 0.7249 | 0.8514 |
329
- | 0.3235 | 19.8571 | 556 | 0.7686 | 0.4605 | 0.7686 | 0.8767 |
330
- | 0.3235 | 19.9286 | 558 | 0.7789 | 0.4690 | 0.7789 | 0.8825 |
331
- | 0.3235 | 20.0 | 560 | 0.7347 | 0.4516 | 0.7347 | 0.8572 |
332
- | 0.3235 | 20.0714 | 562 | 0.7703 | 0.4489 | 0.7703 | 0.8777 |
333
- | 0.3235 | 20.1429 | 564 | 0.7559 | 0.4469 | 0.7559 | 0.8694 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
334
 
335
 
336
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task2_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
+ # ArabicNewSplits8_usingALLEssays_FineTuningAraBERT_run2_AugV5_k6_task2_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: 0.6189
19
+ - Qwk: 0.5042
20
+ - Mse: 0.6189
21
+ - Rmse: 0.7867
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0625 | 2 | 4.2179 | -0.0252 | 4.2179 | 2.0538 |
53
+ | No log | 0.125 | 4 | 2.3712 | 0.0383 | 2.3712 | 1.5399 |
54
+ | No log | 0.1875 | 6 | 1.3694 | 0.0205 | 1.3694 | 1.1702 |
55
+ | No log | 0.25 | 8 | 1.5217 | -0.0757 | 1.5217 | 1.2336 |
56
+ | No log | 0.3125 | 10 | 1.3281 | -0.1598 | 1.3281 | 1.1524 |
57
+ | No log | 0.375 | 12 | 0.8832 | 0.1070 | 0.8832 | 0.9398 |
58
+ | No log | 0.4375 | 14 | 0.8960 | 0.0530 | 0.8960 | 0.9465 |
59
+ | No log | 0.5 | 16 | 0.9571 | -0.0567 | 0.9571 | 0.9783 |
60
+ | No log | 0.5625 | 18 | 1.0825 | -0.0175 | 1.0825 | 1.0404 |
61
+ | No log | 0.625 | 20 | 1.2945 | 0.0258 | 1.2945 | 1.1378 |
62
+ | No log | 0.6875 | 22 | 1.0927 | 0.1160 | 1.0927 | 1.0453 |
63
+ | No log | 0.75 | 24 | 0.8551 | 0.1651 | 0.8551 | 0.9247 |
64
+ | No log | 0.8125 | 26 | 0.7574 | 0.2152 | 0.7574 | 0.8703 |
65
+ | No log | 0.875 | 28 | 0.7268 | 0.2382 | 0.7268 | 0.8525 |
66
+ | No log | 0.9375 | 30 | 0.8311 | 0.2567 | 0.8311 | 0.9116 |
67
+ | No log | 1.0 | 32 | 0.9615 | 0.2134 | 0.9615 | 0.9806 |
68
+ | No log | 1.0625 | 34 | 0.9990 | 0.1670 | 0.9990 | 0.9995 |
69
+ | No log | 1.125 | 36 | 1.2205 | 0.1842 | 1.2205 | 1.1047 |
70
+ | No log | 1.1875 | 38 | 1.2717 | 0.2070 | 1.2717 | 1.1277 |
71
+ | No log | 1.25 | 40 | 1.2680 | 0.2098 | 1.2680 | 1.1261 |
72
+ | No log | 1.3125 | 42 | 0.8525 | 0.2919 | 0.8525 | 0.9233 |
73
+ | No log | 1.375 | 44 | 0.6105 | 0.4262 | 0.6105 | 0.7813 |
74
+ | No log | 1.4375 | 46 | 0.6042 | 0.4658 | 0.6042 | 0.7773 |
75
+ | No log | 1.5 | 48 | 0.6568 | 0.4139 | 0.6568 | 0.8104 |
76
+ | No log | 1.5625 | 50 | 0.8126 | 0.2243 | 0.8126 | 0.9014 |
77
+ | No log | 1.625 | 52 | 1.0385 | 0.1743 | 1.0385 | 1.0190 |
78
+ | No log | 1.6875 | 54 | 1.1065 | 0.1915 | 1.1065 | 1.0519 |
79
+ | No log | 1.75 | 56 | 1.2734 | 0.2446 | 1.2734 | 1.1285 |
80
+ | No log | 1.8125 | 58 | 1.3607 | 0.1759 | 1.3607 | 1.1665 |
81
+ | No log | 1.875 | 60 | 1.2156 | 0.2286 | 1.2156 | 1.1026 |
82
+ | No log | 1.9375 | 62 | 1.0190 | 0.2582 | 1.0190 | 1.0095 |
83
+ | No log | 2.0 | 64 | 0.8021 | 0.2898 | 0.8021 | 0.8956 |
84
+ | No log | 2.0625 | 66 | 0.5946 | 0.4730 | 0.5946 | 0.7711 |
85
+ | No log | 2.125 | 68 | 0.5690 | 0.4666 | 0.5690 | 0.7544 |
86
+ | No log | 2.1875 | 70 | 0.6153 | 0.4363 | 0.6153 | 0.7844 |
87
+ | No log | 2.25 | 72 | 0.5944 | 0.4717 | 0.5944 | 0.7710 |
88
+ | No log | 2.3125 | 74 | 0.5425 | 0.4928 | 0.5425 | 0.7365 |
89
+ | No log | 2.375 | 76 | 0.5599 | 0.4791 | 0.5599 | 0.7483 |
90
+ | No log | 2.4375 | 78 | 0.7384 | 0.4181 | 0.7384 | 0.8593 |
91
+ | No log | 2.5 | 80 | 1.1278 | 0.3089 | 1.1278 | 1.0620 |
92
+ | No log | 2.5625 | 82 | 1.1992 | 0.3003 | 1.1992 | 1.0951 |
93
+ | No log | 2.625 | 84 | 1.0636 | 0.3676 | 1.0636 | 1.0313 |
94
+ | No log | 2.6875 | 86 | 0.9944 | 0.3949 | 0.9944 | 0.9972 |
95
+ | No log | 2.75 | 88 | 0.8485 | 0.4350 | 0.8485 | 0.9212 |
96
+ | No log | 2.8125 | 90 | 0.8104 | 0.4568 | 0.8104 | 0.9002 |
97
+ | No log | 2.875 | 92 | 0.6003 | 0.5553 | 0.6003 | 0.7748 |
98
+ | No log | 2.9375 | 94 | 0.5753 | 0.5748 | 0.5753 | 0.7585 |
99
+ | No log | 3.0 | 96 | 0.5669 | 0.6103 | 0.5669 | 0.7529 |
100
+ | No log | 3.0625 | 98 | 0.7029 | 0.5324 | 0.7029 | 0.8384 |
101
+ | No log | 3.125 | 100 | 0.9119 | 0.4656 | 0.9119 | 0.9549 |
102
+ | No log | 3.1875 | 102 | 0.9753 | 0.4648 | 0.9753 | 0.9876 |
103
+ | No log | 3.25 | 104 | 0.8057 | 0.5035 | 0.8057 | 0.8976 |
104
+ | No log | 3.3125 | 106 | 0.8651 | 0.4482 | 0.8651 | 0.9301 |
105
+ | No log | 3.375 | 108 | 1.0076 | 0.4282 | 1.0076 | 1.0038 |
106
+ | No log | 3.4375 | 110 | 0.8945 | 0.4714 | 0.8945 | 0.9458 |
107
+ | No log | 3.5 | 112 | 0.8808 | 0.4780 | 0.8808 | 0.9385 |
108
+ | No log | 3.5625 | 114 | 0.8748 | 0.4786 | 0.8748 | 0.9353 |
109
+ | No log | 3.625 | 116 | 0.7205 | 0.5301 | 0.7205 | 0.8488 |
110
+ | No log | 3.6875 | 118 | 0.5976 | 0.5787 | 0.5976 | 0.7730 |
111
+ | No log | 3.75 | 120 | 0.6052 | 0.5365 | 0.6052 | 0.7780 |
112
+ | No log | 3.8125 | 122 | 0.8502 | 0.4152 | 0.8502 | 0.9221 |
113
+ | No log | 3.875 | 124 | 1.0176 | 0.2999 | 1.0176 | 1.0088 |
114
+ | No log | 3.9375 | 126 | 0.8773 | 0.3843 | 0.8773 | 0.9366 |
115
+ | No log | 4.0 | 128 | 0.6925 | 0.5008 | 0.6925 | 0.8322 |
116
+ | No log | 4.0625 | 130 | 0.6600 | 0.5363 | 0.6600 | 0.8124 |
117
+ | No log | 4.125 | 132 | 0.8007 | 0.3948 | 0.8007 | 0.8948 |
118
+ | No log | 4.1875 | 134 | 0.9691 | 0.3325 | 0.9691 | 0.9844 |
119
+ | No log | 4.25 | 136 | 0.7907 | 0.3922 | 0.7907 | 0.8892 |
120
+ | No log | 4.3125 | 138 | 0.5839 | 0.5345 | 0.5839 | 0.7641 |
121
+ | No log | 4.375 | 140 | 0.5835 | 0.5256 | 0.5835 | 0.7639 |
122
+ | No log | 4.4375 | 142 | 0.5942 | 0.5467 | 0.5942 | 0.7708 |
123
+ | No log | 4.5 | 144 | 0.8044 | 0.4841 | 0.8044 | 0.8969 |
124
+ | No log | 4.5625 | 146 | 0.9178 | 0.3850 | 0.9178 | 0.9580 |
125
+ | No log | 4.625 | 148 | 1.0017 | 0.3830 | 1.0017 | 1.0008 |
126
+ | No log | 4.6875 | 150 | 0.7258 | 0.5253 | 0.7258 | 0.8519 |
127
+ | No log | 4.75 | 152 | 0.5949 | 0.4728 | 0.5949 | 0.7713 |
128
+ | No log | 4.8125 | 154 | 0.6555 | 0.4567 | 0.6555 | 0.8096 |
129
+ | No log | 4.875 | 156 | 0.6039 | 0.4218 | 0.6039 | 0.7771 |
130
+ | No log | 4.9375 | 158 | 0.5893 | 0.4805 | 0.5893 | 0.7676 |
131
+ | No log | 5.0 | 160 | 0.7581 | 0.4805 | 0.7581 | 0.8707 |
132
+ | No log | 5.0625 | 162 | 0.7685 | 0.4800 | 0.7685 | 0.8767 |
133
+ | No log | 5.125 | 164 | 0.6739 | 0.5470 | 0.6739 | 0.8209 |
134
+ | No log | 5.1875 | 166 | 0.6591 | 0.5457 | 0.6591 | 0.8119 |
135
+ | No log | 5.25 | 168 | 0.6864 | 0.5942 | 0.6864 | 0.8285 |
136
+ | No log | 5.3125 | 170 | 0.7641 | 0.5404 | 0.7641 | 0.8741 |
137
+ | No log | 5.375 | 172 | 0.7845 | 0.5096 | 0.7845 | 0.8857 |
138
+ | No log | 5.4375 | 174 | 0.9584 | 0.4758 | 0.9584 | 0.9790 |
139
+ | No log | 5.5 | 176 | 1.0631 | 0.3950 | 1.0631 | 1.0311 |
140
+ | No log | 5.5625 | 178 | 0.8988 | 0.4299 | 0.8988 | 0.9480 |
141
+ | No log | 5.625 | 180 | 0.6772 | 0.5184 | 0.6772 | 0.8229 |
142
+ | No log | 5.6875 | 182 | 0.6755 | 0.4652 | 0.6755 | 0.8219 |
143
+ | No log | 5.75 | 184 | 0.7209 | 0.4648 | 0.7209 | 0.8491 |
144
+ | No log | 5.8125 | 186 | 0.6696 | 0.5128 | 0.6696 | 0.8183 |
145
+ | No log | 5.875 | 188 | 0.7119 | 0.5051 | 0.7119 | 0.8437 |
146
+ | No log | 5.9375 | 190 | 0.8862 | 0.3959 | 0.8862 | 0.9414 |
147
+ | No log | 6.0 | 192 | 0.8752 | 0.4030 | 0.8752 | 0.9355 |
148
+ | No log | 6.0625 | 194 | 0.8694 | 0.4156 | 0.8694 | 0.9324 |
149
+ | No log | 6.125 | 196 | 0.7464 | 0.5343 | 0.7464 | 0.8639 |
150
+ | No log | 6.1875 | 198 | 0.7032 | 0.5945 | 0.7032 | 0.8386 |
151
+ | No log | 6.25 | 200 | 0.7144 | 0.5507 | 0.7144 | 0.8452 |
152
+ | No log | 6.3125 | 202 | 0.8074 | 0.4255 | 0.8074 | 0.8985 |
153
+ | No log | 6.375 | 204 | 0.8589 | 0.4009 | 0.8589 | 0.9268 |
154
+ | No log | 6.4375 | 206 | 0.7577 | 0.4135 | 0.7577 | 0.8705 |
155
+ | No log | 6.5 | 208 | 0.6334 | 0.5023 | 0.6334 | 0.7959 |
156
+ | No log | 6.5625 | 210 | 0.6182 | 0.5037 | 0.6182 | 0.7863 |
157
+ | No log | 6.625 | 212 | 0.6291 | 0.5060 | 0.6291 | 0.7932 |
158
+ | No log | 6.6875 | 214 | 0.6858 | 0.5912 | 0.6858 | 0.8281 |
159
+ | No log | 6.75 | 216 | 0.9489 | 0.4362 | 0.9489 | 0.9741 |
160
+ | No log | 6.8125 | 218 | 1.1424 | 0.3922 | 1.1424 | 1.0688 |
161
+ | No log | 6.875 | 220 | 1.1253 | 0.3999 | 1.1253 | 1.0608 |
162
+ | No log | 6.9375 | 222 | 1.1104 | 0.3978 | 1.1104 | 1.0538 |
163
+ | No log | 7.0 | 224 | 0.9598 | 0.4245 | 0.9598 | 0.9797 |
164
+ | No log | 7.0625 | 226 | 0.7323 | 0.4990 | 0.7323 | 0.8557 |
165
+ | No log | 7.125 | 228 | 0.6086 | 0.6127 | 0.6086 | 0.7802 |
166
+ | No log | 7.1875 | 230 | 0.5894 | 0.5374 | 0.5894 | 0.7677 |
167
+ | No log | 7.25 | 232 | 0.5876 | 0.5919 | 0.5876 | 0.7665 |
168
+ | No log | 7.3125 | 234 | 0.6511 | 0.4990 | 0.6511 | 0.8069 |
169
+ | No log | 7.375 | 236 | 0.7399 | 0.4816 | 0.7399 | 0.8602 |
170
+ | No log | 7.4375 | 238 | 0.7127 | 0.4860 | 0.7127 | 0.8442 |
171
+ | No log | 7.5 | 240 | 0.6626 | 0.4719 | 0.6626 | 0.8140 |
172
+ | No log | 7.5625 | 242 | 0.6176 | 0.5359 | 0.6176 | 0.7859 |
173
+ | No log | 7.625 | 244 | 0.6623 | 0.5545 | 0.6623 | 0.8138 |
174
+ | No log | 7.6875 | 246 | 0.6686 | 0.5498 | 0.6686 | 0.8177 |
175
+ | No log | 7.75 | 248 | 0.6916 | 0.5459 | 0.6916 | 0.8316 |
176
+ | No log | 7.8125 | 250 | 0.8498 | 0.4990 | 0.8498 | 0.9219 |
177
+ | No log | 7.875 | 252 | 0.9446 | 0.4366 | 0.9446 | 0.9719 |
178
+ | No log | 7.9375 | 254 | 0.9195 | 0.4441 | 0.9195 | 0.9589 |
179
+ | No log | 8.0 | 256 | 0.7049 | 0.5584 | 0.7049 | 0.8396 |
180
+ | No log | 8.0625 | 258 | 0.6455 | 0.5590 | 0.6455 | 0.8034 |
181
+ | No log | 8.125 | 260 | 0.6606 | 0.5668 | 0.6606 | 0.8128 |
182
+ | No log | 8.1875 | 262 | 0.6869 | 0.5049 | 0.6869 | 0.8288 |
183
+ | No log | 8.25 | 264 | 0.6384 | 0.4728 | 0.6384 | 0.7990 |
184
+ | No log | 8.3125 | 266 | 0.6363 | 0.4576 | 0.6363 | 0.7977 |
185
+ | No log | 8.375 | 268 | 0.5969 | 0.4746 | 0.5969 | 0.7726 |
186
+ | No log | 8.4375 | 270 | 0.5867 | 0.4521 | 0.5867 | 0.7659 |
187
+ | No log | 8.5 | 272 | 0.5832 | 0.4736 | 0.5832 | 0.7637 |
188
+ | No log | 8.5625 | 274 | 0.6121 | 0.4755 | 0.6121 | 0.7824 |
189
+ | No log | 8.625 | 276 | 0.7075 | 0.5089 | 0.7075 | 0.8411 |
190
+ | No log | 8.6875 | 278 | 0.7517 | 0.5298 | 0.7517 | 0.8670 |
191
+ | No log | 8.75 | 280 | 0.7506 | 0.5433 | 0.7506 | 0.8664 |
192
+ | No log | 8.8125 | 282 | 0.6987 | 0.5419 | 0.6987 | 0.8359 |
193
+ | No log | 8.875 | 284 | 0.6727 | 0.5229 | 0.6727 | 0.8202 |
194
+ | No log | 8.9375 | 286 | 0.7175 | 0.5129 | 0.7175 | 0.8471 |
195
+ | No log | 9.0 | 288 | 0.8047 | 0.4685 | 0.8047 | 0.8971 |
196
+ | No log | 9.0625 | 290 | 0.7114 | 0.4682 | 0.7114 | 0.8435 |
197
+ | No log | 9.125 | 292 | 0.6010 | 0.4151 | 0.6010 | 0.7753 |
198
+ | No log | 9.1875 | 294 | 0.5962 | 0.4424 | 0.5962 | 0.7722 |
199
+ | No log | 9.25 | 296 | 0.6029 | 0.4416 | 0.6029 | 0.7764 |
200
+ | No log | 9.3125 | 298 | 0.5942 | 0.4696 | 0.5942 | 0.7708 |
201
+ | No log | 9.375 | 300 | 0.6307 | 0.4475 | 0.6307 | 0.7942 |
202
+ | No log | 9.4375 | 302 | 0.6868 | 0.5135 | 0.6868 | 0.8287 |
203
+ | No log | 9.5 | 304 | 0.7165 | 0.5216 | 0.7165 | 0.8465 |
204
+ | No log | 9.5625 | 306 | 0.7135 | 0.5495 | 0.7135 | 0.8447 |
205
+ | No log | 9.625 | 308 | 0.7440 | 0.5111 | 0.7440 | 0.8626 |
206
+ | No log | 9.6875 | 310 | 0.7049 | 0.5071 | 0.7049 | 0.8396 |
207
+ | No log | 9.75 | 312 | 0.6522 | 0.5456 | 0.6522 | 0.8076 |
208
+ | No log | 9.8125 | 314 | 0.6409 | 0.5136 | 0.6409 | 0.8005 |
209
+ | No log | 9.875 | 316 | 0.6358 | 0.5352 | 0.6358 | 0.7974 |
210
+ | No log | 9.9375 | 318 | 0.6221 | 0.5738 | 0.6221 | 0.7888 |
211
+ | No log | 10.0 | 320 | 0.6125 | 0.5549 | 0.6125 | 0.7826 |
212
+ | No log | 10.0625 | 322 | 0.6070 | 0.5432 | 0.6070 | 0.7791 |
213
+ | No log | 10.125 | 324 | 0.6285 | 0.5035 | 0.6285 | 0.7928 |
214
+ | No log | 10.1875 | 326 | 0.6958 | 0.4921 | 0.6958 | 0.8341 |
215
+ | No log | 10.25 | 328 | 0.7528 | 0.5089 | 0.7528 | 0.8676 |
216
+ | No log | 10.3125 | 330 | 0.7978 | 0.5535 | 0.7978 | 0.8932 |
217
+ | No log | 10.375 | 332 | 0.7577 | 0.5581 | 0.7577 | 0.8704 |
218
+ | No log | 10.4375 | 334 | 0.7449 | 0.5292 | 0.7449 | 0.8631 |
219
+ | No log | 10.5 | 336 | 0.7257 | 0.5278 | 0.7257 | 0.8519 |
220
+ | No log | 10.5625 | 338 | 0.7079 | 0.5355 | 0.7079 | 0.8413 |
221
+ | No log | 10.625 | 340 | 0.7295 | 0.5043 | 0.7295 | 0.8541 |
222
+ | No log | 10.6875 | 342 | 0.7589 | 0.4592 | 0.7589 | 0.8712 |
223
+ | No log | 10.75 | 344 | 0.6884 | 0.4741 | 0.6884 | 0.8297 |
224
+ | No log | 10.8125 | 346 | 0.6128 | 0.5374 | 0.6128 | 0.7828 |
225
+ | No log | 10.875 | 348 | 0.6288 | 0.5133 | 0.6288 | 0.7930 |
226
+ | No log | 10.9375 | 350 | 0.6717 | 0.4574 | 0.6717 | 0.8196 |
227
+ | No log | 11.0 | 352 | 0.6725 | 0.4664 | 0.6725 | 0.8201 |
228
+ | No log | 11.0625 | 354 | 0.6380 | 0.5338 | 0.6380 | 0.7987 |
229
+ | No log | 11.125 | 356 | 0.6400 | 0.5767 | 0.6400 | 0.8000 |
230
+ | No log | 11.1875 | 358 | 0.6718 | 0.5127 | 0.6718 | 0.8197 |
231
+ | No log | 11.25 | 360 | 0.6653 | 0.5990 | 0.6653 | 0.8157 |
232
+ | No log | 11.3125 | 362 | 0.6678 | 0.5440 | 0.6678 | 0.8172 |
233
+ | No log | 11.375 | 364 | 0.7083 | 0.5120 | 0.7083 | 0.8416 |
234
+ | No log | 11.4375 | 366 | 0.7369 | 0.5 | 0.7369 | 0.8584 |
235
+ | No log | 11.5 | 368 | 0.7427 | 0.4977 | 0.7427 | 0.8618 |
236
+ | No log | 11.5625 | 370 | 0.6672 | 0.5124 | 0.6672 | 0.8168 |
237
+ | No log | 11.625 | 372 | 0.6175 | 0.5282 | 0.6175 | 0.7858 |
238
+ | No log | 11.6875 | 374 | 0.6689 | 0.5281 | 0.6689 | 0.8178 |
239
+ | No log | 11.75 | 376 | 0.7386 | 0.5025 | 0.7386 | 0.8594 |
240
+ | No log | 11.8125 | 378 | 0.7483 | 0.5014 | 0.7483 | 0.8651 |
241
+ | No log | 11.875 | 380 | 0.6844 | 0.5590 | 0.6844 | 0.8273 |
242
+ | No log | 11.9375 | 382 | 0.6508 | 0.5372 | 0.6508 | 0.8068 |
243
+ | No log | 12.0 | 384 | 0.6498 | 0.5718 | 0.6498 | 0.8061 |
244
+ | No log | 12.0625 | 386 | 0.6294 | 0.5496 | 0.6294 | 0.7933 |
245
+ | No log | 12.125 | 388 | 0.6406 | 0.5734 | 0.6406 | 0.8004 |
246
+ | No log | 12.1875 | 390 | 0.6580 | 0.4970 | 0.6580 | 0.8112 |
247
+ | No log | 12.25 | 392 | 0.6432 | 0.5109 | 0.6432 | 0.8020 |
248
+ | No log | 12.3125 | 394 | 0.6224 | 0.5492 | 0.6224 | 0.7889 |
249
+ | No log | 12.375 | 396 | 0.6520 | 0.5704 | 0.6520 | 0.8075 |
250
+ | No log | 12.4375 | 398 | 0.6659 | 0.5298 | 0.6659 | 0.8160 |
251
+ | No log | 12.5 | 400 | 0.6358 | 0.5899 | 0.6358 | 0.7974 |
252
+ | No log | 12.5625 | 402 | 0.6504 | 0.5203 | 0.6504 | 0.8065 |
253
+ | No log | 12.625 | 404 | 0.7504 | 0.4938 | 0.7504 | 0.8663 |
254
+ | No log | 12.6875 | 406 | 0.7471 | 0.4896 | 0.7471 | 0.8644 |
255
+ | No log | 12.75 | 408 | 0.6741 | 0.5312 | 0.6741 | 0.8210 |
256
+ | No log | 12.8125 | 410 | 0.6041 | 0.5484 | 0.6041 | 0.7772 |
257
+ | No log | 12.875 | 412 | 0.6087 | 0.5486 | 0.6087 | 0.7802 |
258
+ | No log | 12.9375 | 414 | 0.5955 | 0.5630 | 0.5955 | 0.7717 |
259
+ | No log | 13.0 | 416 | 0.5824 | 0.5757 | 0.5824 | 0.7632 |
260
+ | No log | 13.0625 | 418 | 0.5899 | 0.5293 | 0.5899 | 0.7680 |
261
+ | No log | 13.125 | 420 | 0.5923 | 0.5444 | 0.5923 | 0.7696 |
262
+ | No log | 13.1875 | 422 | 0.5961 | 0.5630 | 0.5961 | 0.7721 |
263
+ | No log | 13.25 | 424 | 0.5852 | 0.5071 | 0.5852 | 0.7650 |
264
+ | No log | 13.3125 | 426 | 0.5723 | 0.6090 | 0.5723 | 0.7565 |
265
+ | No log | 13.375 | 428 | 0.5738 | 0.5720 | 0.5738 | 0.7575 |
266
+ | No log | 13.4375 | 430 | 0.5825 | 0.6060 | 0.5825 | 0.7632 |
267
+ | No log | 13.5 | 432 | 0.6161 | 0.6194 | 0.6161 | 0.7849 |
268
+ | No log | 13.5625 | 434 | 0.7258 | 0.5134 | 0.7258 | 0.8519 |
269
+ | No log | 13.625 | 436 | 0.9313 | 0.4110 | 0.9313 | 0.9650 |
270
+ | No log | 13.6875 | 438 | 1.0039 | 0.3876 | 1.0039 | 1.0020 |
271
+ | No log | 13.75 | 440 | 0.8983 | 0.4163 | 0.8983 | 0.9478 |
272
+ | No log | 13.8125 | 442 | 0.6898 | 0.4705 | 0.6898 | 0.8306 |
273
+ | No log | 13.875 | 444 | 0.5759 | 0.4984 | 0.5759 | 0.7589 |
274
+ | No log | 13.9375 | 446 | 0.5654 | 0.5483 | 0.5654 | 0.7519 |
275
+ | No log | 14.0 | 448 | 0.5624 | 0.5183 | 0.5624 | 0.7499 |
276
+ | No log | 14.0625 | 450 | 0.5853 | 0.4558 | 0.5853 | 0.7650 |
277
+ | No log | 14.125 | 452 | 0.6678 | 0.4614 | 0.6678 | 0.8172 |
278
+ | No log | 14.1875 | 454 | 0.7242 | 0.4622 | 0.7242 | 0.8510 |
279
+ | No log | 14.25 | 456 | 0.7483 | 0.4580 | 0.7483 | 0.8650 |
280
+ | No log | 14.3125 | 458 | 0.6826 | 0.5084 | 0.6826 | 0.8262 |
281
+ | No log | 14.375 | 460 | 0.6573 | 0.5631 | 0.6573 | 0.8107 |
282
+ | No log | 14.4375 | 462 | 0.6578 | 0.5715 | 0.6578 | 0.8111 |
283
+ | No log | 14.5 | 464 | 0.6584 | 0.5715 | 0.6584 | 0.8114 |
284
+ | No log | 14.5625 | 466 | 0.6771 | 0.5649 | 0.6771 | 0.8228 |
285
+ | No log | 14.625 | 468 | 0.6488 | 0.5482 | 0.6488 | 0.8055 |
286
+ | No log | 14.6875 | 470 | 0.6016 | 0.6001 | 0.6016 | 0.7757 |
287
+ | No log | 14.75 | 472 | 0.5963 | 0.5664 | 0.5963 | 0.7722 |
288
+ | No log | 14.8125 | 474 | 0.6267 | 0.5278 | 0.6267 | 0.7916 |
289
+ | No log | 14.875 | 476 | 0.6046 | 0.5554 | 0.6046 | 0.7776 |
290
+ | No log | 14.9375 | 478 | 0.5580 | 0.5944 | 0.5580 | 0.7470 |
291
+ | No log | 15.0 | 480 | 0.5584 | 0.5107 | 0.5584 | 0.7473 |
292
+ | No log | 15.0625 | 482 | 0.5780 | 0.5036 | 0.5780 | 0.7603 |
293
+ | No log | 15.125 | 484 | 0.5799 | 0.5349 | 0.5799 | 0.7615 |
294
+ | No log | 15.1875 | 486 | 0.5805 | 0.5974 | 0.5805 | 0.7619 |
295
+ | No log | 15.25 | 488 | 0.6033 | 0.6160 | 0.6033 | 0.7767 |
296
+ | No log | 15.3125 | 490 | 0.6034 | 0.6184 | 0.6034 | 0.7768 |
297
+ | No log | 15.375 | 492 | 0.5968 | 0.6110 | 0.5968 | 0.7726 |
298
+ | No log | 15.4375 | 494 | 0.6475 | 0.5031 | 0.6475 | 0.8047 |
299
+ | No log | 15.5 | 496 | 0.7710 | 0.4751 | 0.7710 | 0.8780 |
300
+ | No log | 15.5625 | 498 | 0.7862 | 0.4751 | 0.7862 | 0.8867 |
301
+ | 0.3452 | 15.625 | 500 | 0.6914 | 0.4741 | 0.6914 | 0.8315 |
302
+ | 0.3452 | 15.6875 | 502 | 0.5975 | 0.4835 | 0.5975 | 0.7730 |
303
+ | 0.3452 | 15.75 | 504 | 0.5568 | 0.6079 | 0.5568 | 0.7462 |
304
+ | 0.3452 | 15.8125 | 506 | 0.5672 | 0.6376 | 0.5672 | 0.7532 |
305
+ | 0.3452 | 15.875 | 508 | 0.5794 | 0.6410 | 0.5794 | 0.7612 |
306
+ | 0.3452 | 15.9375 | 510 | 0.5998 | 0.6070 | 0.5998 | 0.7745 |
307
+ | 0.3452 | 16.0 | 512 | 0.6256 | 0.6207 | 0.6256 | 0.7910 |
308
+ | 0.3452 | 16.0625 | 514 | 0.6356 | 0.6207 | 0.6356 | 0.7973 |
309
+ | 0.3452 | 16.125 | 516 | 0.6341 | 0.6154 | 0.6341 | 0.7963 |
310
+ | 0.3452 | 16.1875 | 518 | 0.6098 | 0.5997 | 0.6098 | 0.7809 |
311
+ | 0.3452 | 16.25 | 520 | 0.5917 | 0.6097 | 0.5917 | 0.7692 |
312
+ | 0.3452 | 16.3125 | 522 | 0.5814 | 0.6027 | 0.5814 | 0.7625 |
313
+ | 0.3452 | 16.375 | 524 | 0.5861 | 0.5808 | 0.5861 | 0.7656 |
314
+ | 0.3452 | 16.4375 | 526 | 0.5871 | 0.5575 | 0.5871 | 0.7662 |
315
+ | 0.3452 | 16.5 | 528 | 0.5795 | 0.5730 | 0.5795 | 0.7612 |
316
+ | 0.3452 | 16.5625 | 530 | 0.5792 | 0.5689 | 0.5792 | 0.7611 |
317
+ | 0.3452 | 16.625 | 532 | 0.5804 | 0.6019 | 0.5804 | 0.7618 |
318
+ | 0.3452 | 16.6875 | 534 | 0.5922 | 0.6088 | 0.5922 | 0.7696 |
319
+ | 0.3452 | 16.75 | 536 | 0.6013 | 0.5985 | 0.6013 | 0.7754 |
320
+ | 0.3452 | 16.8125 | 538 | 0.6090 | 0.5743 | 0.6090 | 0.7804 |
321
+ | 0.3452 | 16.875 | 540 | 0.6543 | 0.5058 | 0.6543 | 0.8089 |
322
+ | 0.3452 | 16.9375 | 542 | 0.7254 | 0.4845 | 0.7254 | 0.8517 |
323
+ | 0.3452 | 17.0 | 544 | 0.7006 | 0.4996 | 0.7006 | 0.8370 |
324
+ | 0.3452 | 17.0625 | 546 | 0.6476 | 0.4645 | 0.6476 | 0.8047 |
325
+ | 0.3452 | 17.125 | 548 | 0.5978 | 0.5119 | 0.5978 | 0.7732 |
326
+ | 0.3452 | 17.1875 | 550 | 0.5855 | 0.4941 | 0.5855 | 0.7652 |
327
+ | 0.3452 | 17.25 | 552 | 0.5994 | 0.5084 | 0.5994 | 0.7742 |
328
+ | 0.3452 | 17.3125 | 554 | 0.5972 | 0.4996 | 0.5972 | 0.7728 |
329
+ | 0.3452 | 17.375 | 556 | 0.6029 | 0.4874 | 0.6029 | 0.7764 |
330
+ | 0.3452 | 17.4375 | 558 | 0.6022 | 0.5103 | 0.6022 | 0.7760 |
331
+ | 0.3452 | 17.5 | 560 | 0.6020 | 0.5393 | 0.6020 | 0.7759 |
332
+ | 0.3452 | 17.5625 | 562 | 0.6133 | 0.5339 | 0.6133 | 0.7832 |
333
+ | 0.3452 | 17.625 | 564 | 0.6518 | 0.5245 | 0.6518 | 0.8074 |
334
+ | 0.3452 | 17.6875 | 566 | 0.6700 | 0.5038 | 0.6700 | 0.8185 |
335
+ | 0.3452 | 17.75 | 568 | 0.6345 | 0.5197 | 0.6345 | 0.7966 |
336
+ | 0.3452 | 17.8125 | 570 | 0.5912 | 0.5611 | 0.5912 | 0.7689 |
337
+ | 0.3452 | 17.875 | 572 | 0.6085 | 0.5648 | 0.6085 | 0.7801 |
338
+ | 0.3452 | 17.9375 | 574 | 0.6121 | 0.4758 | 0.6121 | 0.7823 |
339
+ | 0.3452 | 18.0 | 576 | 0.5931 | 0.5287 | 0.5931 | 0.7701 |
340
+ | 0.3452 | 18.0625 | 578 | 0.5886 | 0.5541 | 0.5886 | 0.7672 |
341
+ | 0.3452 | 18.125 | 580 | 0.5871 | 0.5462 | 0.5871 | 0.7662 |
342
+ | 0.3452 | 18.1875 | 582 | 0.5899 | 0.5570 | 0.5899 | 0.7680 |
343
+ | 0.3452 | 18.25 | 584 | 0.5858 | 0.5221 | 0.5858 | 0.7654 |
344
+ | 0.3452 | 18.3125 | 586 | 0.5870 | 0.5216 | 0.5870 | 0.7662 |
345
+ | 0.3452 | 18.375 | 588 | 0.5866 | 0.5483 | 0.5866 | 0.7659 |
346
+ | 0.3452 | 18.4375 | 590 | 0.5912 | 0.5344 | 0.5912 | 0.7689 |
347
+ | 0.3452 | 18.5 | 592 | 0.5951 | 0.5481 | 0.5951 | 0.7715 |
348
+ | 0.3452 | 18.5625 | 594 | 0.6022 | 0.5023 | 0.6022 | 0.7760 |
349
+ | 0.3452 | 18.625 | 596 | 0.6211 | 0.4990 | 0.6211 | 0.7881 |
350
+ | 0.3452 | 18.6875 | 598 | 0.6312 | 0.5101 | 0.6312 | 0.7945 |
351
+ | 0.3452 | 18.75 | 600 | 0.6345 | 0.4945 | 0.6345 | 0.7966 |
352
+ | 0.3452 | 18.8125 | 602 | 0.6414 | 0.4808 | 0.6414 | 0.8009 |
353
+ | 0.3452 | 18.875 | 604 | 0.6528 | 0.4809 | 0.6528 | 0.8079 |
354
+ | 0.3452 | 18.9375 | 606 | 0.6459 | 0.4937 | 0.6459 | 0.8037 |
355
+ | 0.3452 | 19.0 | 608 | 0.6540 | 0.4846 | 0.6540 | 0.8087 |
356
+ | 0.3452 | 19.0625 | 610 | 0.6337 | 0.4765 | 0.6337 | 0.7961 |
357
+ | 0.3452 | 19.125 | 612 | 0.6227 | 0.4829 | 0.6227 | 0.7891 |
358
+ | 0.3452 | 19.1875 | 614 | 0.6036 | 0.4871 | 0.6036 | 0.7769 |
359
+ | 0.3452 | 19.25 | 616 | 0.6016 | 0.4816 | 0.6016 | 0.7756 |
360
+ | 0.3452 | 19.3125 | 618 | 0.6148 | 0.4497 | 0.6148 | 0.7841 |
361
+ | 0.3452 | 19.375 | 620 | 0.6520 | 0.4931 | 0.6520 | 0.8075 |
362
+ | 0.3452 | 19.4375 | 622 | 0.6842 | 0.4667 | 0.6842 | 0.8271 |
363
+ | 0.3452 | 19.5 | 624 | 0.7059 | 0.4701 | 0.7059 | 0.8402 |
364
+ | 0.3452 | 19.5625 | 626 | 0.6645 | 0.4923 | 0.6645 | 0.8152 |
365
+ | 0.3452 | 19.625 | 628 | 0.6473 | 0.4942 | 0.6473 | 0.8046 |
366
+ | 0.3452 | 19.6875 | 630 | 0.6324 | 0.4712 | 0.6324 | 0.7952 |
367
+ | 0.3452 | 19.75 | 632 | 0.6337 | 0.5350 | 0.6337 | 0.7961 |
368
+ | 0.3452 | 19.8125 | 634 | 0.6357 | 0.5231 | 0.6357 | 0.7973 |
369
+ | 0.3452 | 19.875 | 636 | 0.6600 | 0.5083 | 0.6600 | 0.8124 |
370
+ | 0.3452 | 19.9375 | 638 | 0.6688 | 0.5117 | 0.6688 | 0.8178 |
371
+ | 0.3452 | 20.0 | 640 | 0.6400 | 0.5088 | 0.6400 | 0.8000 |
372
+ | 0.3452 | 20.0625 | 642 | 0.6132 | 0.5195 | 0.6132 | 0.7831 |
373
+ | 0.3452 | 20.125 | 644 | 0.5977 | 0.5053 | 0.5977 | 0.7731 |
374
+ | 0.3452 | 20.1875 | 646 | 0.5957 | 0.5132 | 0.5957 | 0.7718 |
375
+ | 0.3452 | 20.25 | 648 | 0.5959 | 0.5464 | 0.5959 | 0.7719 |
376
+ | 0.3452 | 20.3125 | 650 | 0.6076 | 0.5031 | 0.6076 | 0.7795 |
377
+ | 0.3452 | 20.375 | 652 | 0.6138 | 0.5287 | 0.6138 | 0.7835 |
378
+ | 0.3452 | 20.4375 | 654 | 0.6163 | 0.5132 | 0.6163 | 0.7850 |
379
+ | 0.3452 | 20.5 | 656 | 0.6003 | 0.5409 | 0.6003 | 0.7748 |
380
+ | 0.3452 | 20.5625 | 658 | 0.6107 | 0.5126 | 0.6107 | 0.7814 |
381
+ | 0.3452 | 20.625 | 660 | 0.6094 | 0.5010 | 0.6094 | 0.7806 |
382
+ | 0.3452 | 20.6875 | 662 | 0.6013 | 0.4924 | 0.6013 | 0.7754 |
383
+ | 0.3452 | 20.75 | 664 | 0.5911 | 0.4874 | 0.5911 | 0.7688 |
384
+ | 0.3452 | 20.8125 | 666 | 0.5914 | 0.5188 | 0.5914 | 0.7690 |
385
+ | 0.3452 | 20.875 | 668 | 0.5962 | 0.5493 | 0.5962 | 0.7722 |
386
+ | 0.3452 | 20.9375 | 670 | 0.6010 | 0.5592 | 0.6010 | 0.7753 |
387
+ | 0.3452 | 21.0 | 672 | 0.6019 | 0.5432 | 0.6019 | 0.7758 |
388
+ | 0.3452 | 21.0625 | 674 | 0.5864 | 0.5725 | 0.5864 | 0.7658 |
389
+ | 0.3452 | 21.125 | 676 | 0.5831 | 0.5415 | 0.5831 | 0.7636 |
390
+ | 0.3452 | 21.1875 | 678 | 0.6139 | 0.5289 | 0.6139 | 0.7835 |
391
+ | 0.3452 | 21.25 | 680 | 0.6226 | 0.5208 | 0.6226 | 0.7891 |
392
+ | 0.3452 | 21.3125 | 682 | 0.5945 | 0.5141 | 0.5945 | 0.7710 |
393
+ | 0.3452 | 21.375 | 684 | 0.5925 | 0.5327 | 0.5925 | 0.7697 |
394
+ | 0.3452 | 21.4375 | 686 | 0.6561 | 0.4306 | 0.6561 | 0.8100 |
395
+ | 0.3452 | 21.5 | 688 | 0.6938 | 0.4643 | 0.6938 | 0.8330 |
396
+ | 0.3452 | 21.5625 | 690 | 0.7175 | 0.4727 | 0.7175 | 0.8471 |
397
+ | 0.3452 | 21.625 | 692 | 0.6947 | 0.4544 | 0.6947 | 0.8335 |
398
+ | 0.3452 | 21.6875 | 694 | 0.6373 | 0.5071 | 0.6373 | 0.7983 |
399
+ | 0.3452 | 21.75 | 696 | 0.6072 | 0.5471 | 0.6072 | 0.7792 |
400
+ | 0.3452 | 21.8125 | 698 | 0.6187 | 0.5207 | 0.6187 | 0.7866 |
401
+ | 0.3452 | 21.875 | 700 | 0.6386 | 0.5763 | 0.6386 | 0.7991 |
402
+ | 0.3452 | 21.9375 | 702 | 0.6472 | 0.5764 | 0.6472 | 0.8045 |
403
+ | 0.3452 | 22.0 | 704 | 0.6541 | 0.5529 | 0.6541 | 0.8087 |
404
+ | 0.3452 | 22.0625 | 706 | 0.6645 | 0.5772 | 0.6645 | 0.8151 |
405
+ | 0.3452 | 22.125 | 708 | 0.6556 | 0.5567 | 0.6556 | 0.8097 |
406
+ | 0.3452 | 22.1875 | 710 | 0.6361 | 0.5616 | 0.6361 | 0.7975 |
407
+ | 0.3452 | 22.25 | 712 | 0.6132 | 0.5693 | 0.6132 | 0.7830 |
408
+ | 0.3452 | 22.3125 | 714 | 0.6068 | 0.5404 | 0.6068 | 0.7789 |
409
+ | 0.3452 | 22.375 | 716 | 0.6055 | 0.5023 | 0.6055 | 0.7781 |
410
+ | 0.3452 | 22.4375 | 718 | 0.6235 | 0.4889 | 0.6235 | 0.7896 |
411
+ | 0.3452 | 22.5 | 720 | 0.6424 | 0.5087 | 0.6424 | 0.8015 |
412
+ | 0.3452 | 22.5625 | 722 | 0.6391 | 0.5073 | 0.6391 | 0.7994 |
413
+ | 0.3452 | 22.625 | 724 | 0.6192 | 0.5333 | 0.6192 | 0.7869 |
414
+ | 0.3452 | 22.6875 | 726 | 0.6030 | 0.5471 | 0.6030 | 0.7765 |
415
+ | 0.3452 | 22.75 | 728 | 0.6041 | 0.5620 | 0.6041 | 0.7773 |
416
+ | 0.3452 | 22.8125 | 730 | 0.6143 | 0.5295 | 0.6143 | 0.7838 |
417
+ | 0.3452 | 22.875 | 732 | 0.6442 | 0.5329 | 0.6442 | 0.8026 |
418
+ | 0.3452 | 22.9375 | 734 | 0.7092 | 0.4972 | 0.7092 | 0.8421 |
419
+ | 0.3452 | 23.0 | 736 | 0.7145 | 0.4972 | 0.7145 | 0.8453 |
420
+ | 0.3452 | 23.0625 | 738 | 0.6714 | 0.5033 | 0.6714 | 0.8194 |
421
+ | 0.3452 | 23.125 | 740 | 0.6078 | 0.4985 | 0.6078 | 0.7796 |
422
+ | 0.3452 | 23.1875 | 742 | 0.5920 | 0.5693 | 0.5920 | 0.7694 |
423
+ | 0.3452 | 23.25 | 744 | 0.6075 | 0.5686 | 0.6075 | 0.7794 |
424
+ | 0.3452 | 23.3125 | 746 | 0.6161 | 0.5468 | 0.6161 | 0.7849 |
425
+ | 0.3452 | 23.375 | 748 | 0.6089 | 0.5799 | 0.6089 | 0.7803 |
426
+ | 0.3452 | 23.4375 | 750 | 0.5911 | 0.6043 | 0.5911 | 0.7689 |
427
+ | 0.3452 | 23.5 | 752 | 0.6069 | 0.6249 | 0.6069 | 0.7790 |
428
+ | 0.3452 | 23.5625 | 754 | 0.6240 | 0.6031 | 0.6240 | 0.7899 |
429
+ | 0.3452 | 23.625 | 756 | 0.6453 | 0.6012 | 0.6453 | 0.8033 |
430
+ | 0.3452 | 23.6875 | 758 | 0.6602 | 0.5853 | 0.6602 | 0.8125 |
431
+ | 0.3452 | 23.75 | 760 | 0.6539 | 0.5403 | 0.6539 | 0.8086 |
432
+ | 0.3452 | 23.8125 | 762 | 0.6349 | 0.5543 | 0.6349 | 0.7968 |
433
+ | 0.3452 | 23.875 | 764 | 0.6096 | 0.5742 | 0.6096 | 0.7808 |
434
+ | 0.3452 | 23.9375 | 766 | 0.5910 | 0.5606 | 0.5910 | 0.7688 |
435
+ | 0.3452 | 24.0 | 768 | 0.5728 | 0.5582 | 0.5728 | 0.7568 |
436
+ | 0.3452 | 24.0625 | 770 | 0.5812 | 0.6388 | 0.5812 | 0.7624 |
437
+ | 0.3452 | 24.125 | 772 | 0.5946 | 0.6342 | 0.5946 | 0.7711 |
438
+ | 0.3452 | 24.1875 | 774 | 0.5916 | 0.6252 | 0.5916 | 0.7692 |
439
+ | 0.3452 | 24.25 | 776 | 0.6044 | 0.5705 | 0.6044 | 0.7775 |
440
+ | 0.3452 | 24.3125 | 778 | 0.6248 | 0.5673 | 0.6248 | 0.7904 |
441
+ | 0.3452 | 24.375 | 780 | 0.6360 | 0.5641 | 0.6360 | 0.7975 |
442
+ | 0.3452 | 24.4375 | 782 | 0.6320 | 0.6083 | 0.6320 | 0.7950 |
443
+ | 0.3452 | 24.5 | 784 | 0.6485 | 0.6008 | 0.6485 | 0.8053 |
444
+ | 0.3452 | 24.5625 | 786 | 0.6515 | 0.6061 | 0.6515 | 0.8072 |
445
+ | 0.3452 | 24.625 | 788 | 0.6465 | 0.5977 | 0.6465 | 0.8040 |
446
+ | 0.3452 | 24.6875 | 790 | 0.6462 | 0.5494 | 0.6462 | 0.8039 |
447
+ | 0.3452 | 24.75 | 792 | 0.6508 | 0.5372 | 0.6508 | 0.8067 |
448
+ | 0.3452 | 24.8125 | 794 | 0.6354 | 0.5580 | 0.6354 | 0.7971 |
449
+ | 0.3452 | 24.875 | 796 | 0.6126 | 0.6075 | 0.6126 | 0.7827 |
450
+ | 0.3452 | 24.9375 | 798 | 0.6072 | 0.5937 | 0.6072 | 0.7792 |
451
+ | 0.3452 | 25.0 | 800 | 0.6002 | 0.5793 | 0.6002 | 0.7747 |
452
+ | 0.3452 | 25.0625 | 802 | 0.6135 | 0.6051 | 0.6135 | 0.7833 |
453
+ | 0.3452 | 25.125 | 804 | 0.6330 | 0.5922 | 0.6330 | 0.7956 |
454
+ | 0.3452 | 25.1875 | 806 | 0.6594 | 0.6095 | 0.6594 | 0.8120 |
455
+ | 0.3452 | 25.25 | 808 | 0.6769 | 0.5974 | 0.6769 | 0.8227 |
456
+ | 0.3452 | 25.3125 | 810 | 0.6724 | 0.5907 | 0.6724 | 0.8200 |
457
+ | 0.3452 | 25.375 | 812 | 0.6501 | 0.6010 | 0.6501 | 0.8063 |
458
+ | 0.3452 | 25.4375 | 814 | 0.6292 | 0.6088 | 0.6292 | 0.7932 |
459
+ | 0.3452 | 25.5 | 816 | 0.6199 | 0.6129 | 0.6199 | 0.7873 |
460
+ | 0.3452 | 25.5625 | 818 | 0.6211 | 0.6017 | 0.6211 | 0.7881 |
461
+ | 0.3452 | 25.625 | 820 | 0.6320 | 0.6151 | 0.6320 | 0.7950 |
462
+ | 0.3452 | 25.6875 | 822 | 0.6698 | 0.5518 | 0.6698 | 0.8184 |
463
+ | 0.3452 | 25.75 | 824 | 0.6972 | 0.5486 | 0.6972 | 0.8350 |
464
+ | 0.3452 | 25.8125 | 826 | 0.7013 | 0.5383 | 0.7013 | 0.8374 |
465
+ | 0.3452 | 25.875 | 828 | 0.6847 | 0.5991 | 0.6847 | 0.8274 |
466
+ | 0.3452 | 25.9375 | 830 | 0.6577 | 0.6095 | 0.6577 | 0.8110 |
467
+ | 0.3452 | 26.0 | 832 | 0.6513 | 0.5970 | 0.6513 | 0.8070 |
468
+ | 0.3452 | 26.0625 | 834 | 0.6408 | 0.5905 | 0.6408 | 0.8005 |
469
+ | 0.3452 | 26.125 | 836 | 0.6401 | 0.5984 | 0.6401 | 0.8001 |
470
+ | 0.3452 | 26.1875 | 838 | 0.6247 | 0.5984 | 0.6247 | 0.7904 |
471
+ | 0.3452 | 26.25 | 840 | 0.5964 | 0.6006 | 0.5964 | 0.7723 |
472
+ | 0.3452 | 26.3125 | 842 | 0.5773 | 0.5864 | 0.5773 | 0.7598 |
473
+ | 0.3452 | 26.375 | 844 | 0.5755 | 0.5480 | 0.5755 | 0.7586 |
474
+ | 0.3452 | 26.4375 | 846 | 0.5752 | 0.5396 | 0.5752 | 0.7584 |
475
+ | 0.3452 | 26.5 | 848 | 0.5821 | 0.5415 | 0.5821 | 0.7629 |
476
+ | 0.3452 | 26.5625 | 850 | 0.5881 | 0.5362 | 0.5881 | 0.7669 |
477
+ | 0.3452 | 26.625 | 852 | 0.5927 | 0.5444 | 0.5927 | 0.7699 |
478
+ | 0.3452 | 26.6875 | 854 | 0.6036 | 0.5318 | 0.6036 | 0.7769 |
479
+ | 0.3452 | 26.75 | 856 | 0.6066 | 0.5318 | 0.6066 | 0.7788 |
480
+ | 0.3452 | 26.8125 | 858 | 0.5987 | 0.5303 | 0.5987 | 0.7737 |
481
+ | 0.3452 | 26.875 | 860 | 0.5902 | 0.5508 | 0.5902 | 0.7682 |
482
+ | 0.3452 | 26.9375 | 862 | 0.5876 | 0.5325 | 0.5876 | 0.7665 |
483
+ | 0.3452 | 27.0 | 864 | 0.5802 | 0.5250 | 0.5802 | 0.7617 |
484
+ | 0.3452 | 27.0625 | 866 | 0.5714 | 0.5414 | 0.5714 | 0.7559 |
485
+ | 0.3452 | 27.125 | 868 | 0.5661 | 0.5106 | 0.5661 | 0.7524 |
486
+ | 0.3452 | 27.1875 | 870 | 0.5821 | 0.5711 | 0.5821 | 0.7630 |
487
+ | 0.3452 | 27.25 | 872 | 0.6168 | 0.5647 | 0.6168 | 0.7854 |
488
+ | 0.3452 | 27.3125 | 874 | 0.6447 | 0.5610 | 0.6447 | 0.8029 |
489
+ | 0.3452 | 27.375 | 876 | 0.6293 | 0.5630 | 0.6293 | 0.7933 |
490
+ | 0.3452 | 27.4375 | 878 | 0.5974 | 0.5987 | 0.5974 | 0.7729 |
491
+ | 0.3452 | 27.5 | 880 | 0.5869 | 0.5375 | 0.5869 | 0.7661 |
492
+ | 0.3452 | 27.5625 | 882 | 0.6397 | 0.5452 | 0.6397 | 0.7998 |
493
+ | 0.3452 | 27.625 | 884 | 0.6936 | 0.5408 | 0.6936 | 0.8328 |
494
+ | 0.3452 | 27.6875 | 886 | 0.7099 | 0.5393 | 0.7099 | 0.8425 |
495
+ | 0.3452 | 27.75 | 888 | 0.7001 | 0.5483 | 0.7001 | 0.8367 |
496
+ | 0.3452 | 27.8125 | 890 | 0.6725 | 0.5834 | 0.6725 | 0.8201 |
497
+ | 0.3452 | 27.875 | 892 | 0.6422 | 0.6087 | 0.6422 | 0.8014 |
498
+ | 0.3452 | 27.9375 | 894 | 0.6279 | 0.6124 | 0.6279 | 0.7924 |
499
+ | 0.3452 | 28.0 | 896 | 0.6132 | 0.5858 | 0.6132 | 0.7830 |
500
+ | 0.3452 | 28.0625 | 898 | 0.5943 | 0.6132 | 0.5943 | 0.7709 |
501
+ | 0.3452 | 28.125 | 900 | 0.5714 | 0.5618 | 0.5714 | 0.7559 |
502
+ | 0.3452 | 28.1875 | 902 | 0.5568 | 0.5347 | 0.5568 | 0.7462 |
503
+ | 0.3452 | 28.25 | 904 | 0.5565 | 0.5224 | 0.5565 | 0.7460 |
504
+ | 0.3452 | 28.3125 | 906 | 0.5609 | 0.5092 | 0.5609 | 0.7489 |
505
+ | 0.3452 | 28.375 | 908 | 0.5714 | 0.5164 | 0.5714 | 0.7559 |
506
+ | 0.3452 | 28.4375 | 910 | 0.5877 | 0.5309 | 0.5877 | 0.7666 |
507
+ | 0.3452 | 28.5 | 912 | 0.5970 | 0.5647 | 0.5970 | 0.7727 |
508
+ | 0.3452 | 28.5625 | 914 | 0.6032 | 0.6000 | 0.6032 | 0.7767 |
509
+ | 0.3452 | 28.625 | 916 | 0.6200 | 0.5851 | 0.6200 | 0.7874 |
510
+ | 0.3452 | 28.6875 | 918 | 0.6454 | 0.6005 | 0.6454 | 0.8034 |
511
+ | 0.3452 | 28.75 | 920 | 0.6710 | 0.5949 | 0.6710 | 0.8192 |
512
+ | 0.3452 | 28.8125 | 922 | 0.6521 | 0.5840 | 0.6521 | 0.8075 |
513
+ | 0.3452 | 28.875 | 924 | 0.6244 | 0.5950 | 0.6244 | 0.7902 |
514
+ | 0.3452 | 28.9375 | 926 | 0.6003 | 0.5628 | 0.6003 | 0.7748 |
515
+ | 0.3452 | 29.0 | 928 | 0.6020 | 0.5728 | 0.6020 | 0.7759 |
516
+ | 0.3452 | 29.0625 | 930 | 0.6057 | 0.5768 | 0.6057 | 0.7783 |
517
+ | 0.3452 | 29.125 | 932 | 0.6118 | 0.5726 | 0.6118 | 0.7822 |
518
+ | 0.3452 | 29.1875 | 934 | 0.6323 | 0.5861 | 0.6323 | 0.7952 |
519
+ | 0.3452 | 29.25 | 936 | 0.6502 | 0.5162 | 0.6502 | 0.8063 |
520
+ | 0.3452 | 29.3125 | 938 | 0.6534 | 0.5162 | 0.6534 | 0.8084 |
521
+ | 0.3452 | 29.375 | 940 | 0.6518 | 0.5414 | 0.6518 | 0.8073 |
522
+ | 0.3452 | 29.4375 | 942 | 0.6379 | 0.5806 | 0.6379 | 0.7987 |
523
+ | 0.3452 | 29.5 | 944 | 0.6322 | 0.5603 | 0.6322 | 0.7951 |
524
+ | 0.3452 | 29.5625 | 946 | 0.6236 | 0.5540 | 0.6236 | 0.7897 |
525
+ | 0.3452 | 29.625 | 948 | 0.6197 | 0.5523 | 0.6197 | 0.7872 |
526
+ | 0.3452 | 29.6875 | 950 | 0.6294 | 0.5712 | 0.6294 | 0.7934 |
527
+ | 0.3452 | 29.75 | 952 | 0.6441 | 0.5171 | 0.6441 | 0.8025 |
528
+ | 0.3452 | 29.8125 | 954 | 0.6449 | 0.5623 | 0.6449 | 0.8031 |
529
+ | 0.3452 | 29.875 | 956 | 0.6250 | 0.5526 | 0.6250 | 0.7906 |
530
+ | 0.3452 | 29.9375 | 958 | 0.6150 | 0.5668 | 0.6150 | 0.7842 |
531
+ | 0.3452 | 30.0 | 960 | 0.6226 | 0.6043 | 0.6226 | 0.7890 |
532
+ | 0.3452 | 30.0625 | 962 | 0.6272 | 0.5704 | 0.6272 | 0.7919 |
533
+ | 0.3452 | 30.125 | 964 | 0.6349 | 0.5634 | 0.6349 | 0.7968 |
534
+ | 0.3452 | 30.1875 | 966 | 0.6553 | 0.5498 | 0.6553 | 0.8095 |
535
+ | 0.3452 | 30.25 | 968 | 0.6445 | 0.5657 | 0.6445 | 0.8028 |
536
+ | 0.3452 | 30.3125 | 970 | 0.6271 | 0.5777 | 0.6271 | 0.7919 |
537
+ | 0.3452 | 30.375 | 972 | 0.6183 | 0.5944 | 0.6183 | 0.7863 |
538
+ | 0.3452 | 30.4375 | 974 | 0.6151 | 0.6052 | 0.6151 | 0.7843 |
539
+ | 0.3452 | 30.5 | 976 | 0.6066 | 0.6244 | 0.6066 | 0.7789 |
540
+ | 0.3452 | 30.5625 | 978 | 0.5924 | 0.5720 | 0.5924 | 0.7697 |
541
+ | 0.3452 | 30.625 | 980 | 0.5827 | 0.5586 | 0.5827 | 0.7634 |
542
+ | 0.3452 | 30.6875 | 982 | 0.5719 | 0.5071 | 0.5719 | 0.7563 |
543
+ | 0.3452 | 30.75 | 984 | 0.5724 | 0.5420 | 0.5724 | 0.7566 |
544
+ | 0.3452 | 30.8125 | 986 | 0.5758 | 0.5438 | 0.5758 | 0.7588 |
545
+ | 0.3452 | 30.875 | 988 | 0.5634 | 0.5326 | 0.5634 | 0.7506 |
546
+ | 0.3452 | 30.9375 | 990 | 0.5603 | 0.5684 | 0.5603 | 0.7485 |
547
+ | 0.3452 | 31.0 | 992 | 0.5707 | 0.5883 | 0.5707 | 0.7555 |
548
+ | 0.3452 | 31.0625 | 994 | 0.5897 | 0.5883 | 0.5897 | 0.7679 |
549
+ | 0.3452 | 31.125 | 996 | 0.6114 | 0.5639 | 0.6114 | 0.7819 |
550
+ | 0.3452 | 31.1875 | 998 | 0.6395 | 0.5375 | 0.6395 | 0.7997 |
551
+ | 0.0594 | 31.25 | 1000 | 0.6709 | 0.5064 | 0.6709 | 0.8191 |
552
+ | 0.0594 | 31.3125 | 1002 | 0.6787 | 0.5199 | 0.6787 | 0.8238 |
553
+ | 0.0594 | 31.375 | 1004 | 0.6558 | 0.5623 | 0.6558 | 0.8098 |
554
+ | 0.0594 | 31.4375 | 1006 | 0.6386 | 0.5583 | 0.6386 | 0.7991 |
555
+ | 0.0594 | 31.5 | 1008 | 0.6448 | 0.5754 | 0.6448 | 0.8030 |
556
+ | 0.0594 | 31.5625 | 1010 | 0.6479 | 0.5571 | 0.6479 | 0.8050 |
557
+ | 0.0594 | 31.625 | 1012 | 0.6411 | 0.5787 | 0.6411 | 0.8007 |
558
+ | 0.0594 | 31.6875 | 1014 | 0.6401 | 0.6003 | 0.6401 | 0.8001 |
559
+ | 0.0594 | 31.75 | 1016 | 0.6455 | 0.5739 | 0.6455 | 0.8034 |
560
+ | 0.0594 | 31.8125 | 1018 | 0.6577 | 0.5744 | 0.6577 | 0.8110 |
561
+ | 0.0594 | 31.875 | 1020 | 0.6754 | 0.5748 | 0.6754 | 0.8218 |
562
+ | 0.0594 | 31.9375 | 1022 | 0.7185 | 0.5716 | 0.7185 | 0.8476 |
563
+ | 0.0594 | 32.0 | 1024 | 0.7279 | 0.5631 | 0.7279 | 0.8532 |
564
+ | 0.0594 | 32.0625 | 1026 | 0.6923 | 0.5612 | 0.6923 | 0.8321 |
565
+ | 0.0594 | 32.125 | 1028 | 0.6571 | 0.5791 | 0.6571 | 0.8106 |
566
+ | 0.0594 | 32.1875 | 1030 | 0.6374 | 0.5749 | 0.6374 | 0.7984 |
567
+ | 0.0594 | 32.25 | 1032 | 0.6281 | 0.5693 | 0.6281 | 0.7925 |
568
+ | 0.0594 | 32.3125 | 1034 | 0.6097 | 0.5712 | 0.6097 | 0.7808 |
569
+ | 0.0594 | 32.375 | 1036 | 0.5888 | 0.5658 | 0.5888 | 0.7673 |
570
+ | 0.0594 | 32.4375 | 1038 | 0.5819 | 0.4949 | 0.5819 | 0.7628 |
571
+ | 0.0594 | 32.5 | 1040 | 0.5823 | 0.4916 | 0.5823 | 0.7631 |
572
+ | 0.0594 | 32.5625 | 1042 | 0.5829 | 0.4916 | 0.5829 | 0.7635 |
573
+ | 0.0594 | 32.625 | 1044 | 0.5857 | 0.5183 | 0.5857 | 0.7653 |
574
+ | 0.0594 | 32.6875 | 1046 | 0.5939 | 0.5640 | 0.5939 | 0.7706 |
575
+ | 0.0594 | 32.75 | 1048 | 0.6084 | 0.5848 | 0.6084 | 0.7800 |
576
+ | 0.0594 | 32.8125 | 1050 | 0.6129 | 0.5848 | 0.6129 | 0.7829 |
577
+ | 0.0594 | 32.875 | 1052 | 0.6138 | 0.5848 | 0.6138 | 0.7834 |
578
+ | 0.0594 | 32.9375 | 1054 | 0.6067 | 0.5753 | 0.6067 | 0.7789 |
579
+ | 0.0594 | 33.0 | 1056 | 0.6010 | 0.5692 | 0.6010 | 0.7752 |
580
+ | 0.0594 | 33.0625 | 1058 | 0.5834 | 0.5752 | 0.5834 | 0.7638 |
581
+ | 0.0594 | 33.125 | 1060 | 0.5678 | 0.5045 | 0.5678 | 0.7535 |
582
+ | 0.0594 | 33.1875 | 1062 | 0.5625 | 0.5100 | 0.5625 | 0.7500 |
583
+ | 0.0594 | 33.25 | 1064 | 0.5640 | 0.5011 | 0.5640 | 0.7510 |
584
+ | 0.0594 | 33.3125 | 1066 | 0.5666 | 0.4752 | 0.5666 | 0.7527 |
585
+ | 0.0594 | 33.375 | 1068 | 0.5708 | 0.5218 | 0.5708 | 0.7555 |
586
+ | 0.0594 | 33.4375 | 1070 | 0.5784 | 0.5403 | 0.5784 | 0.7605 |
587
+ | 0.0594 | 33.5 | 1072 | 0.5876 | 0.5466 | 0.5876 | 0.7665 |
588
+ | 0.0594 | 33.5625 | 1074 | 0.5962 | 0.5512 | 0.5962 | 0.7722 |
589
+ | 0.0594 | 33.625 | 1076 | 0.6133 | 0.5258 | 0.6133 | 0.7831 |
590
+ | 0.0594 | 33.6875 | 1078 | 0.5974 | 0.5347 | 0.5974 | 0.7729 |
591
+ | 0.0594 | 33.75 | 1080 | 0.5805 | 0.5253 | 0.5805 | 0.7619 |
592
+ | 0.0594 | 33.8125 | 1082 | 0.5769 | 0.5296 | 0.5769 | 0.7596 |
593
+ | 0.0594 | 33.875 | 1084 | 0.5756 | 0.5183 | 0.5756 | 0.7587 |
594
+ | 0.0594 | 33.9375 | 1086 | 0.5787 | 0.5183 | 0.5787 | 0.7607 |
595
+ | 0.0594 | 34.0 | 1088 | 0.5857 | 0.5420 | 0.5857 | 0.7653 |
596
+ | 0.0594 | 34.0625 | 1090 | 0.5898 | 0.5544 | 0.5898 | 0.7680 |
597
+ | 0.0594 | 34.125 | 1092 | 0.5980 | 0.5778 | 0.5980 | 0.7733 |
598
+ | 0.0594 | 34.1875 | 1094 | 0.6042 | 0.5815 | 0.6042 | 0.7773 |
599
+ | 0.0594 | 34.25 | 1096 | 0.6037 | 0.5397 | 0.6037 | 0.7770 |
600
+ | 0.0594 | 34.3125 | 1098 | 0.6008 | 0.5228 | 0.6008 | 0.7751 |
601
+ | 0.0594 | 34.375 | 1100 | 0.6008 | 0.5285 | 0.6008 | 0.7751 |
602
+ | 0.0594 | 34.4375 | 1102 | 0.6021 | 0.5293 | 0.6021 | 0.7759 |
603
+ | 0.0594 | 34.5 | 1104 | 0.6033 | 0.5533 | 0.6033 | 0.7767 |
604
+ | 0.0594 | 34.5625 | 1106 | 0.6040 | 0.5620 | 0.6040 | 0.7772 |
605
+ | 0.0594 | 34.625 | 1108 | 0.6025 | 0.6089 | 0.6025 | 0.7762 |
606
+ | 0.0594 | 34.6875 | 1110 | 0.5988 | 0.5768 | 0.5988 | 0.7738 |
607
+ | 0.0594 | 34.75 | 1112 | 0.6039 | 0.5613 | 0.6039 | 0.7771 |
608
+ | 0.0594 | 34.8125 | 1114 | 0.5963 | 0.5976 | 0.5963 | 0.7722 |
609
+ | 0.0594 | 34.875 | 1116 | 0.5820 | 0.5872 | 0.5820 | 0.7629 |
610
+ | 0.0594 | 34.9375 | 1118 | 0.5743 | 0.5372 | 0.5743 | 0.7578 |
611
+ | 0.0594 | 35.0 | 1120 | 0.5741 | 0.5372 | 0.5741 | 0.7577 |
612
+ | 0.0594 | 35.0625 | 1122 | 0.5761 | 0.5372 | 0.5761 | 0.7590 |
613
+ | 0.0594 | 35.125 | 1124 | 0.5780 | 0.5372 | 0.5780 | 0.7602 |
614
+ | 0.0594 | 35.1875 | 1126 | 0.5822 | 0.5641 | 0.5822 | 0.7630 |
615
+ | 0.0594 | 35.25 | 1128 | 0.5896 | 0.5638 | 0.5896 | 0.7678 |
616
+ | 0.0594 | 35.3125 | 1130 | 0.5905 | 0.5539 | 0.5905 | 0.7684 |
617
+ | 0.0594 | 35.375 | 1132 | 0.5948 | 0.5329 | 0.5948 | 0.7712 |
618
+ | 0.0594 | 35.4375 | 1134 | 0.6032 | 0.5184 | 0.6032 | 0.7766 |
619
+ | 0.0594 | 35.5 | 1136 | 0.6138 | 0.5241 | 0.6138 | 0.7834 |
620
+ | 0.0594 | 35.5625 | 1138 | 0.6213 | 0.5047 | 0.6213 | 0.7882 |
621
+ | 0.0594 | 35.625 | 1140 | 0.6288 | 0.4906 | 0.6288 | 0.7930 |
622
+ | 0.0594 | 35.6875 | 1142 | 0.6247 | 0.5046 | 0.6247 | 0.7904 |
623
+ | 0.0594 | 35.75 | 1144 | 0.6092 | 0.5275 | 0.6092 | 0.7805 |
624
+ | 0.0594 | 35.8125 | 1146 | 0.6023 | 0.5385 | 0.6023 | 0.7761 |
625
+ | 0.0594 | 35.875 | 1148 | 0.6023 | 0.5385 | 0.6023 | 0.7761 |
626
+ | 0.0594 | 35.9375 | 1150 | 0.6061 | 0.5391 | 0.6061 | 0.7785 |
627
+ | 0.0594 | 36.0 | 1152 | 0.6157 | 0.5476 | 0.6157 | 0.7847 |
628
+ | 0.0594 | 36.0625 | 1154 | 0.6183 | 0.5533 | 0.6183 | 0.7863 |
629
+ | 0.0594 | 36.125 | 1156 | 0.6276 | 0.5361 | 0.6276 | 0.7922 |
630
+ | 0.0594 | 36.1875 | 1158 | 0.6414 | 0.5073 | 0.6414 | 0.8009 |
631
+ | 0.0594 | 36.25 | 1160 | 0.6554 | 0.5161 | 0.6554 | 0.8096 |
632
+ | 0.0594 | 36.3125 | 1162 | 0.6814 | 0.5234 | 0.6814 | 0.8254 |
633
+ | 0.0594 | 36.375 | 1164 | 0.6732 | 0.5308 | 0.6732 | 0.8205 |
634
+ | 0.0594 | 36.4375 | 1166 | 0.6592 | 0.5736 | 0.6592 | 0.8119 |
635
+ | 0.0594 | 36.5 | 1168 | 0.6486 | 0.5822 | 0.6486 | 0.8053 |
636
+ | 0.0594 | 36.5625 | 1170 | 0.6308 | 0.5325 | 0.6308 | 0.7942 |
637
+ | 0.0594 | 36.625 | 1172 | 0.6180 | 0.5625 | 0.6180 | 0.7862 |
638
+ | 0.0594 | 36.6875 | 1174 | 0.6184 | 0.5142 | 0.6184 | 0.7864 |
639
+ | 0.0594 | 36.75 | 1176 | 0.6351 | 0.4842 | 0.6351 | 0.7969 |
640
+ | 0.0594 | 36.8125 | 1178 | 0.6523 | 0.4557 | 0.6523 | 0.8077 |
641
+ | 0.0594 | 36.875 | 1180 | 0.6432 | 0.4693 | 0.6432 | 0.8020 |
642
+ | 0.0594 | 36.9375 | 1182 | 0.6251 | 0.4906 | 0.6251 | 0.7906 |
643
+ | 0.0594 | 37.0 | 1184 | 0.6085 | 0.5530 | 0.6085 | 0.7801 |
644
+ | 0.0594 | 37.0625 | 1186 | 0.6105 | 0.5433 | 0.6105 | 0.7813 |
645
+ | 0.0594 | 37.125 | 1188 | 0.6345 | 0.5382 | 0.6345 | 0.7966 |
646
+ | 0.0594 | 37.1875 | 1190 | 0.6572 | 0.5314 | 0.6572 | 0.8107 |
647
+ | 0.0594 | 37.25 | 1192 | 0.6499 | 0.5428 | 0.6499 | 0.8062 |
648
+ | 0.0594 | 37.3125 | 1194 | 0.6278 | 0.5156 | 0.6278 | 0.7924 |
649
+ | 0.0594 | 37.375 | 1196 | 0.6156 | 0.5141 | 0.6156 | 0.7846 |
650
+ | 0.0594 | 37.4375 | 1198 | 0.6130 | 0.5143 | 0.6130 | 0.7830 |
651
+ | 0.0594 | 37.5 | 1200 | 0.6144 | 0.5472 | 0.6144 | 0.7839 |
652
+ | 0.0594 | 37.5625 | 1202 | 0.6165 | 0.5706 | 0.6165 | 0.7852 |
653
+ | 0.0594 | 37.625 | 1204 | 0.6206 | 0.5685 | 0.6206 | 0.7878 |
654
+ | 0.0594 | 37.6875 | 1206 | 0.6227 | 0.5358 | 0.6227 | 0.7891 |
655
+ | 0.0594 | 37.75 | 1208 | 0.6194 | 0.5529 | 0.6194 | 0.7870 |
656
+ | 0.0594 | 37.8125 | 1210 | 0.6115 | 0.5307 | 0.6115 | 0.7820 |
657
+ | 0.0594 | 37.875 | 1212 | 0.6072 | 0.5261 | 0.6072 | 0.7792 |
658
+ | 0.0594 | 37.9375 | 1214 | 0.6050 | 0.5391 | 0.6050 | 0.7778 |
659
+ | 0.0594 | 38.0 | 1216 | 0.6037 | 0.5318 | 0.6037 | 0.7770 |
660
+ | 0.0594 | 38.0625 | 1218 | 0.6063 | 0.5293 | 0.6063 | 0.7787 |
661
+ | 0.0594 | 38.125 | 1220 | 0.6107 | 0.5093 | 0.6107 | 0.7815 |
662
+ | 0.0594 | 38.1875 | 1222 | 0.6111 | 0.5259 | 0.6111 | 0.7817 |
663
+ | 0.0594 | 38.25 | 1224 | 0.6243 | 0.5065 | 0.6243 | 0.7902 |
664
+ | 0.0594 | 38.3125 | 1226 | 0.6395 | 0.5468 | 0.6395 | 0.7997 |
665
+ | 0.0594 | 38.375 | 1228 | 0.6344 | 0.5388 | 0.6344 | 0.7965 |
666
+ | 0.0594 | 38.4375 | 1230 | 0.6319 | 0.5292 | 0.6319 | 0.7949 |
667
+ | 0.0594 | 38.5 | 1232 | 0.6314 | 0.5443 | 0.6314 | 0.7946 |
668
+ | 0.0594 | 38.5625 | 1234 | 0.6401 | 0.5279 | 0.6401 | 0.8001 |
669
+ | 0.0594 | 38.625 | 1236 | 0.6377 | 0.5279 | 0.6377 | 0.7985 |
670
+ | 0.0594 | 38.6875 | 1238 | 0.6268 | 0.5438 | 0.6268 | 0.7917 |
671
+ | 0.0594 | 38.75 | 1240 | 0.6063 | 0.5306 | 0.6063 | 0.7787 |
672
+ | 0.0594 | 38.8125 | 1242 | 0.5936 | 0.5123 | 0.5936 | 0.7704 |
673
+ | 0.0594 | 38.875 | 1244 | 0.5860 | 0.5371 | 0.5860 | 0.7655 |
674
+ | 0.0594 | 38.9375 | 1246 | 0.5842 | 0.5371 | 0.5842 | 0.7643 |
675
+ | 0.0594 | 39.0 | 1248 | 0.5815 | 0.5481 | 0.5815 | 0.7626 |
676
+ | 0.0594 | 39.0625 | 1250 | 0.5743 | 0.5481 | 0.5743 | 0.7578 |
677
+ | 0.0594 | 39.125 | 1252 | 0.5729 | 0.5476 | 0.5729 | 0.7569 |
678
+ | 0.0594 | 39.1875 | 1254 | 0.5736 | 0.5275 | 0.5736 | 0.7574 |
679
+ | 0.0594 | 39.25 | 1256 | 0.5760 | 0.5250 | 0.5760 | 0.7590 |
680
+ | 0.0594 | 39.3125 | 1258 | 0.5826 | 0.5626 | 0.5826 | 0.7633 |
681
+ | 0.0594 | 39.375 | 1260 | 0.5848 | 0.5570 | 0.5848 | 0.7647 |
682
+ | 0.0594 | 39.4375 | 1262 | 0.5888 | 0.5420 | 0.5888 | 0.7673 |
683
+ | 0.0594 | 39.5 | 1264 | 0.5962 | 0.5425 | 0.5962 | 0.7722 |
684
+ | 0.0594 | 39.5625 | 1266 | 0.6102 | 0.5231 | 0.6102 | 0.7811 |
685
+ | 0.0594 | 39.625 | 1268 | 0.6100 | 0.5194 | 0.6100 | 0.7810 |
686
+ | 0.0594 | 39.6875 | 1270 | 0.6019 | 0.5185 | 0.6019 | 0.7758 |
687
+ | 0.0594 | 39.75 | 1272 | 0.5905 | 0.5079 | 0.5905 | 0.7684 |
688
+ | 0.0594 | 39.8125 | 1274 | 0.5891 | 0.5218 | 0.5891 | 0.7675 |
689
+ | 0.0594 | 39.875 | 1276 | 0.5878 | 0.5403 | 0.5878 | 0.7667 |
690
+ | 0.0594 | 39.9375 | 1278 | 0.5891 | 0.5467 | 0.5891 | 0.7675 |
691
+ | 0.0594 | 40.0 | 1280 | 0.6033 | 0.5206 | 0.6033 | 0.7767 |
692
+ | 0.0594 | 40.0625 | 1282 | 0.6250 | 0.5161 | 0.6250 | 0.7906 |
693
+ | 0.0594 | 40.125 | 1284 | 0.6433 | 0.4974 | 0.6433 | 0.8020 |
694
+ | 0.0594 | 40.1875 | 1286 | 0.6310 | 0.5514 | 0.6310 | 0.7944 |
695
+ | 0.0594 | 40.25 | 1288 | 0.6221 | 0.5562 | 0.6221 | 0.7888 |
696
+ | 0.0594 | 40.3125 | 1290 | 0.6233 | 0.5447 | 0.6233 | 0.7895 |
697
+ | 0.0594 | 40.375 | 1292 | 0.6282 | 0.5347 | 0.6282 | 0.7926 |
698
+ | 0.0594 | 40.4375 | 1294 | 0.6134 | 0.5798 | 0.6134 | 0.7832 |
699
+ | 0.0594 | 40.5 | 1296 | 0.6015 | 0.5327 | 0.6015 | 0.7756 |
700
+ | 0.0594 | 40.5625 | 1298 | 0.5935 | 0.5318 | 0.5935 | 0.7704 |
701
+ | 0.0594 | 40.625 | 1300 | 0.5858 | 0.5250 | 0.5858 | 0.7654 |
702
+ | 0.0594 | 40.6875 | 1302 | 0.5784 | 0.5595 | 0.5784 | 0.7605 |
703
+ | 0.0594 | 40.75 | 1304 | 0.5802 | 0.5145 | 0.5802 | 0.7617 |
704
+ | 0.0594 | 40.8125 | 1306 | 0.5837 | 0.5090 | 0.5837 | 0.7640 |
705
+ | 0.0594 | 40.875 | 1308 | 0.5826 | 0.5120 | 0.5826 | 0.7633 |
706
+ | 0.0594 | 40.9375 | 1310 | 0.5827 | 0.5486 | 0.5827 | 0.7633 |
707
+ | 0.0594 | 41.0 | 1312 | 0.5766 | 0.5811 | 0.5766 | 0.7593 |
708
+ | 0.0594 | 41.0625 | 1314 | 0.5746 | 0.5638 | 0.5746 | 0.7580 |
709
+ | 0.0594 | 41.125 | 1316 | 0.5808 | 0.5183 | 0.5808 | 0.7621 |
710
+ | 0.0594 | 41.1875 | 1318 | 0.5881 | 0.5018 | 0.5881 | 0.7669 |
711
+ | 0.0594 | 41.25 | 1320 | 0.5898 | 0.4928 | 0.5898 | 0.7680 |
712
+ | 0.0594 | 41.3125 | 1322 | 0.5828 | 0.5314 | 0.5828 | 0.7634 |
713
+ | 0.0594 | 41.375 | 1324 | 0.5829 | 0.5178 | 0.5829 | 0.7635 |
714
+ | 0.0594 | 41.4375 | 1326 | 0.5878 | 0.5040 | 0.5878 | 0.7667 |
715
+ | 0.0594 | 41.5 | 1328 | 0.5968 | 0.5067 | 0.5968 | 0.7725 |
716
+ | 0.0594 | 41.5625 | 1330 | 0.6048 | 0.4850 | 0.6048 | 0.7777 |
717
+ | 0.0594 | 41.625 | 1332 | 0.6128 | 0.4603 | 0.6128 | 0.7828 |
718
+ | 0.0594 | 41.6875 | 1334 | 0.6278 | 0.4681 | 0.6278 | 0.7924 |
719
+ | 0.0594 | 41.75 | 1336 | 0.6262 | 0.4681 | 0.6262 | 0.7913 |
720
+ | 0.0594 | 41.8125 | 1338 | 0.6189 | 0.5042 | 0.6189 | 0.7867 |
721
 
722
 
723
  ### Framework versions