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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask5_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: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask4_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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- # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask4_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: 0.8605
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- - Qwk: 0.6299
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- - Mse: 0.8605
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- - Rmse: 0.9276
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  ## Model description
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@@ -47,266 +47,516 @@ 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 | 0.0187 | 2 | 4.1512 | 0.0204 | 4.1512 | 2.0374 |
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- | No log | 0.0374 | 4 | 2.7415 | 0.1026 | 2.7415 | 1.6557 |
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- | No log | 0.0561 | 6 | 1.7383 | 0.1586 | 1.7383 | 1.3184 |
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- | No log | 0.0748 | 8 | 1.0072 | 0.2544 | 1.0072 | 1.0036 |
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- | No log | 0.0935 | 10 | 1.2004 | 0.1056 | 1.2004 | 1.0956 |
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- | No log | 0.1121 | 12 | 1.5846 | -0.1779 | 1.5846 | 1.2588 |
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- | No log | 0.1308 | 14 | 1.4274 | -0.0300 | 1.4274 | 1.1947 |
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- | No log | 0.1495 | 16 | 1.2516 | 0.0450 | 1.2516 | 1.1187 |
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- | No log | 0.1682 | 18 | 1.3111 | 0.1512 | 1.3111 | 1.1451 |
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- | No log | 0.1869 | 20 | 1.1973 | 0.1270 | 1.1973 | 1.0942 |
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- | No log | 0.2056 | 22 | 0.9866 | 0.1811 | 0.9866 | 0.9933 |
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- | No log | 0.2243 | 24 | 0.8823 | 0.3492 | 0.8823 | 0.9393 |
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- | No log | 0.2430 | 26 | 1.1442 | 0.3337 | 1.1442 | 1.0697 |
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- | No log | 0.2617 | 28 | 1.0645 | 0.3763 | 1.0645 | 1.0317 |
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- | No log | 0.2804 | 30 | 0.8436 | 0.3521 | 0.8436 | 0.9185 |
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- | No log | 0.2991 | 32 | 0.9211 | 0.2925 | 0.9211 | 0.9597 |
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- | No log | 0.3178 | 34 | 1.0492 | 0.2193 | 1.0492 | 1.0243 |
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- | No log | 0.3364 | 36 | 1.0401 | 0.1966 | 1.0401 | 1.0198 |
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- | No log | 0.3551 | 38 | 0.9345 | 0.2658 | 0.9345 | 0.9667 |
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- | No log | 0.3738 | 40 | 0.7994 | 0.3210 | 0.7994 | 0.8941 |
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- | No log | 0.3925 | 42 | 0.7436 | 0.4083 | 0.7436 | 0.8623 |
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- | No log | 0.4112 | 44 | 0.8024 | 0.4110 | 0.8024 | 0.8957 |
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- | No log | 0.4299 | 46 | 0.7496 | 0.4252 | 0.7496 | 0.8658 |
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- | No log | 0.4486 | 48 | 0.7613 | 0.3729 | 0.7613 | 0.8725 |
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- | No log | 0.4673 | 50 | 0.9850 | 0.2389 | 0.9850 | 0.9925 |
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- | No log | 0.4860 | 52 | 1.0449 | 0.1985 | 1.0449 | 1.0222 |
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- | No log | 0.5047 | 54 | 0.9138 | 0.2617 | 0.9138 | 0.9559 |
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- | No log | 0.5234 | 56 | 0.7373 | 0.3942 | 0.7373 | 0.8587 |
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- | No log | 0.5421 | 58 | 0.6902 | 0.4912 | 0.6902 | 0.8308 |
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- | No log | 0.5607 | 60 | 0.6784 | 0.5205 | 0.6784 | 0.8237 |
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- | No log | 0.5794 | 62 | 0.6504 | 0.5030 | 0.6504 | 0.8065 |
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- | No log | 0.5981 | 64 | 0.6835 | 0.4278 | 0.6835 | 0.8267 |
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- | No log | 0.6168 | 66 | 0.8242 | 0.4585 | 0.8242 | 0.9079 |
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- | No log | 0.6355 | 68 | 0.8274 | 0.4728 | 0.8274 | 0.9096 |
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- | No log | 0.6542 | 70 | 0.7348 | 0.5384 | 0.7348 | 0.8572 |
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- | No log | 0.6729 | 72 | 0.6150 | 0.6150 | 0.6150 | 0.7842 |
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- | No log | 0.6916 | 74 | 0.6306 | 0.6209 | 0.6306 | 0.7941 |
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- | No log | 0.7103 | 76 | 0.6165 | 0.6355 | 0.6165 | 0.7852 |
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- | No log | 0.7290 | 78 | 0.6091 | 0.6439 | 0.6091 | 0.7804 |
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- | No log | 0.7477 | 80 | 0.6370 | 0.5982 | 0.6370 | 0.7981 |
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- | No log | 0.7664 | 82 | 0.6908 | 0.4930 | 0.6908 | 0.8311 |
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- | No log | 0.7850 | 84 | 0.7874 | 0.5079 | 0.7874 | 0.8874 |
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- | No log | 0.8037 | 86 | 0.8471 | 0.4342 | 0.8471 | 0.9204 |
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- | No log | 0.8224 | 88 | 0.7772 | 0.4994 | 0.7772 | 0.8816 |
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- | No log | 0.8411 | 90 | 0.7175 | 0.4699 | 0.7175 | 0.8471 |
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- | No log | 0.8598 | 92 | 0.6817 | 0.4579 | 0.6817 | 0.8257 |
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- | No log | 0.8785 | 94 | 0.6611 | 0.4606 | 0.6611 | 0.8131 |
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- | No log | 0.8972 | 96 | 0.6536 | 0.4471 | 0.6536 | 0.8084 |
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- | No log | 0.9159 | 98 | 0.6371 | 0.4465 | 0.6371 | 0.7982 |
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- | No log | 0.9346 | 100 | 0.6251 | 0.4640 | 0.6251 | 0.7907 |
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- | No log | 0.9533 | 102 | 0.6222 | 0.4949 | 0.6222 | 0.7888 |
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- | No log | 0.9720 | 104 | 0.6430 | 0.5249 | 0.6430 | 0.8019 |
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- | No log | 0.9907 | 106 | 0.7397 | 0.5294 | 0.7397 | 0.8601 |
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- | No log | 1.0093 | 108 | 0.8386 | 0.4899 | 0.8386 | 0.9157 |
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- | No log | 1.0280 | 110 | 0.7692 | 0.5441 | 0.7692 | 0.8771 |
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- | No log | 1.0467 | 112 | 0.6749 | 0.5931 | 0.6749 | 0.8215 |
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- | No log | 1.0654 | 114 | 0.6820 | 0.6068 | 0.6820 | 0.8258 |
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- | No log | 1.0841 | 116 | 0.7510 | 0.5562 | 0.7510 | 0.8666 |
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- | No log | 1.1028 | 118 | 0.7368 | 0.5659 | 0.7368 | 0.8584 |
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- | No log | 1.1215 | 120 | 0.6435 | 0.5915 | 0.6435 | 0.8022 |
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- | No log | 1.1402 | 122 | 0.6140 | 0.6072 | 0.6140 | 0.7836 |
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- | No log | 1.1589 | 124 | 0.6646 | 0.5826 | 0.6646 | 0.8152 |
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- | No log | 1.1776 | 126 | 0.6892 | 0.5438 | 0.6892 | 0.8302 |
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- | No log | 1.1963 | 128 | 0.6873 | 0.4937 | 0.6873 | 0.8290 |
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- | No log | 1.2150 | 130 | 0.7477 | 0.4530 | 0.7477 | 0.8647 |
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- | No log | 1.2336 | 132 | 0.7320 | 0.4505 | 0.7320 | 0.8556 |
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- | No log | 1.2523 | 134 | 0.6654 | 0.5147 | 0.6654 | 0.8157 |
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- | No log | 1.2710 | 136 | 0.5774 | 0.5986 | 0.5774 | 0.7599 |
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- | No log | 1.2897 | 138 | 0.5777 | 0.6351 | 0.5777 | 0.7601 |
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- | No log | 1.3084 | 140 | 0.5718 | 0.6751 | 0.5718 | 0.7562 |
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- | No log | 1.3271 | 142 | 0.5408 | 0.6649 | 0.5408 | 0.7354 |
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- | No log | 1.3458 | 144 | 0.5579 | 0.6395 | 0.5579 | 0.7469 |
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- | No log | 1.3645 | 146 | 0.5984 | 0.6337 | 0.5984 | 0.7736 |
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- | No log | 1.3832 | 148 | 0.5985 | 0.6058 | 0.5985 | 0.7737 |
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- | No log | 1.4019 | 150 | 0.5921 | 0.5728 | 0.5921 | 0.7695 |
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- | No log | 1.4206 | 152 | 0.5832 | 0.6091 | 0.5832 | 0.7637 |
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- | No log | 1.4393 | 154 | 0.5952 | 0.5947 | 0.5952 | 0.7715 |
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- | No log | 1.4579 | 156 | 0.6563 | 0.5726 | 0.6563 | 0.8101 |
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- | No log | 1.4766 | 158 | 0.9074 | 0.5181 | 0.9074 | 0.9526 |
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- | No log | 1.4953 | 160 | 1.0554 | 0.4443 | 1.0554 | 1.0274 |
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- | No log | 1.5140 | 162 | 0.9148 | 0.5049 | 0.9148 | 0.9565 |
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- | No log | 1.5327 | 164 | 0.7863 | 0.5285 | 0.7863 | 0.8868 |
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- | No log | 1.5514 | 166 | 0.7000 | 0.5515 | 0.7000 | 0.8366 |
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- | No log | 1.5701 | 168 | 0.6121 | 0.5881 | 0.6121 | 0.7824 |
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- | No log | 1.5888 | 170 | 0.5812 | 0.6263 | 0.5812 | 0.7624 |
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- | No log | 1.6075 | 172 | 0.5953 | 0.6218 | 0.5953 | 0.7715 |
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- | No log | 1.6262 | 174 | 0.6050 | 0.6376 | 0.6050 | 0.7778 |
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- | No log | 1.6449 | 176 | 0.5710 | 0.6437 | 0.5710 | 0.7556 |
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- | No log | 1.6636 | 178 | 0.6117 | 0.5954 | 0.6117 | 0.7821 |
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- | No log | 1.6822 | 180 | 0.7070 | 0.5410 | 0.7070 | 0.8408 |
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- | No log | 1.7009 | 182 | 0.7082 | 0.5650 | 0.7082 | 0.8415 |
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- | No log | 1.7196 | 184 | 0.7070 | 0.5529 | 0.7070 | 0.8408 |
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- | No log | 1.7383 | 186 | 0.6388 | 0.6263 | 0.6388 | 0.7992 |
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- | No log | 1.7570 | 188 | 0.5777 | 0.6550 | 0.5777 | 0.7601 |
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- | No log | 1.7757 | 190 | 0.5813 | 0.6684 | 0.5813 | 0.7624 |
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- | No log | 1.7944 | 192 | 0.5962 | 0.6580 | 0.5962 | 0.7722 |
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- | No log | 1.8131 | 194 | 0.5893 | 0.6545 | 0.5893 | 0.7676 |
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- | No log | 1.8318 | 196 | 0.5882 | 0.6819 | 0.5882 | 0.7670 |
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- | No log | 1.8505 | 198 | 0.6728 | 0.6336 | 0.6728 | 0.8202 |
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- | No log | 1.8692 | 200 | 0.7996 | 0.5602 | 0.7996 | 0.8942 |
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- | No log | 1.8879 | 202 | 0.7845 | 0.5578 | 0.7845 | 0.8857 |
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- | No log | 1.9065 | 204 | 0.6816 | 0.6133 | 0.6816 | 0.8256 |
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- | No log | 1.9252 | 206 | 0.6615 | 0.5877 | 0.6615 | 0.8133 |
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- | No log | 1.9439 | 208 | 0.6647 | 0.5862 | 0.6647 | 0.8153 |
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- | No log | 1.9626 | 210 | 0.6940 | 0.5870 | 0.6940 | 0.8331 |
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- | No log | 1.9813 | 212 | 0.6683 | 0.6313 | 0.6683 | 0.8175 |
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- | No log | 2.0 | 214 | 0.6509 | 0.6078 | 0.6509 | 0.8068 |
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- | No log | 2.0187 | 216 | 0.6518 | 0.6058 | 0.6518 | 0.8074 |
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- | No log | 2.0374 | 218 | 0.6855 | 0.5747 | 0.6855 | 0.8279 |
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- | No log | 2.0561 | 220 | 0.7135 | 0.4728 | 0.7135 | 0.8447 |
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- | No log | 2.0748 | 222 | 0.6786 | 0.5292 | 0.6786 | 0.8238 |
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- | No log | 2.0935 | 224 | 0.6634 | 0.5416 | 0.6634 | 0.8145 |
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- | No log | 2.1121 | 226 | 0.6797 | 0.5429 | 0.6797 | 0.8244 |
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- | No log | 2.1308 | 228 | 0.6489 | 0.5825 | 0.6489 | 0.8056 |
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- | No log | 2.1495 | 230 | 0.5903 | 0.6384 | 0.5903 | 0.7683 |
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- | No log | 2.1682 | 232 | 0.5637 | 0.6620 | 0.5637 | 0.7508 |
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- | No log | 2.1869 | 234 | 0.5728 | 0.6534 | 0.5728 | 0.7568 |
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- | No log | 2.2056 | 236 | 0.5494 | 0.6737 | 0.5494 | 0.7412 |
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- | No log | 2.2243 | 238 | 0.5402 | 0.6748 | 0.5402 | 0.7350 |
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- | No log | 2.2430 | 240 | 0.5496 | 0.6682 | 0.5496 | 0.7413 |
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- | No log | 2.2617 | 242 | 0.6096 | 0.6528 | 0.6096 | 0.7808 |
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- | No log | 2.2804 | 244 | 0.5963 | 0.6451 | 0.5963 | 0.7722 |
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- | No log | 2.2991 | 246 | 0.6179 | 0.6440 | 0.6179 | 0.7860 |
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- | No log | 2.3178 | 248 | 0.6334 | 0.6498 | 0.6334 | 0.7959 |
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- | No log | 2.3364 | 250 | 0.5781 | 0.6595 | 0.5781 | 0.7604 |
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- | No log | 2.3551 | 252 | 0.5603 | 0.6678 | 0.5603 | 0.7486 |
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- | No log | 2.3738 | 254 | 0.5936 | 0.6826 | 0.5936 | 0.7705 |
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- | No log | 2.3925 | 256 | 0.6564 | 0.6490 | 0.6564 | 0.8102 |
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- | No log | 2.4112 | 258 | 0.6203 | 0.6759 | 0.6203 | 0.7876 |
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- | No log | 2.4299 | 260 | 0.5515 | 0.6702 | 0.5515 | 0.7426 |
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- | No log | 2.4486 | 262 | 0.5436 | 0.6593 | 0.5436 | 0.7373 |
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- | No log | 2.4673 | 264 | 0.5423 | 0.6548 | 0.5423 | 0.7364 |
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- | No log | 2.4860 | 266 | 0.5716 | 0.6675 | 0.5716 | 0.7560 |
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- | No log | 2.5047 | 268 | 0.6823 | 0.6530 | 0.6823 | 0.8260 |
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- | No log | 2.5234 | 270 | 0.7107 | 0.6519 | 0.7107 | 0.8431 |
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- | No log | 2.5421 | 272 | 0.5959 | 0.6558 | 0.5959 | 0.7719 |
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- | No log | 2.5607 | 274 | 0.5796 | 0.6698 | 0.5796 | 0.7613 |
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- | No log | 2.5794 | 276 | 0.6370 | 0.6523 | 0.6370 | 0.7981 |
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- | No log | 2.5981 | 278 | 0.7433 | 0.6025 | 0.7433 | 0.8621 |
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- | No log | 2.6168 | 280 | 0.7558 | 0.6108 | 0.7558 | 0.8694 |
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- | No log | 2.6355 | 282 | 0.7214 | 0.6108 | 0.7214 | 0.8494 |
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- | No log | 2.6542 | 284 | 0.7315 | 0.6048 | 0.7315 | 0.8553 |
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- | No log | 2.6729 | 286 | 0.6519 | 0.6052 | 0.6519 | 0.8074 |
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- | No log | 2.6916 | 288 | 0.6372 | 0.6161 | 0.6372 | 0.7983 |
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- | No log | 2.7103 | 290 | 0.5989 | 0.6203 | 0.5989 | 0.7739 |
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- | No log | 2.7290 | 292 | 0.5735 | 0.6688 | 0.5735 | 0.7573 |
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- | No log | 2.7477 | 294 | 0.5960 | 0.6358 | 0.5960 | 0.7720 |
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- | No log | 2.7664 | 296 | 0.5946 | 0.6724 | 0.5946 | 0.7711 |
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- | No log | 2.7850 | 298 | 0.5735 | 0.6691 | 0.5735 | 0.7573 |
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- | No log | 2.8037 | 300 | 0.5592 | 0.6552 | 0.5592 | 0.7478 |
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- | No log | 2.8224 | 302 | 0.5555 | 0.6607 | 0.5555 | 0.7453 |
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- | No log | 2.8411 | 304 | 0.5566 | 0.6782 | 0.5566 | 0.7461 |
204
- | No log | 2.8598 | 306 | 0.5792 | 0.6756 | 0.5792 | 0.7611 |
205
- | No log | 2.8785 | 308 | 0.5419 | 0.6908 | 0.5419 | 0.7362 |
206
- | No log | 2.8972 | 310 | 0.5292 | 0.6782 | 0.5292 | 0.7275 |
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- | No log | 2.9159 | 312 | 0.5270 | 0.6780 | 0.5270 | 0.7259 |
208
- | No log | 2.9346 | 314 | 0.5312 | 0.6754 | 0.5312 | 0.7289 |
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- | No log | 2.9533 | 316 | 0.5304 | 0.6739 | 0.5304 | 0.7283 |
210
- | No log | 2.9720 | 318 | 0.5550 | 0.6516 | 0.5550 | 0.7450 |
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- | No log | 2.9907 | 320 | 0.5491 | 0.6771 | 0.5491 | 0.7410 |
212
- | No log | 3.0093 | 322 | 0.5870 | 0.6973 | 0.5870 | 0.7661 |
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- | No log | 3.0280 | 324 | 0.7666 | 0.6591 | 0.7666 | 0.8756 |
214
- | No log | 3.0467 | 326 | 0.8554 | 0.6114 | 0.8554 | 0.9249 |
215
- | No log | 3.0654 | 328 | 0.7249 | 0.6787 | 0.7249 | 0.8514 |
216
- | No log | 3.0841 | 330 | 0.6079 | 0.6918 | 0.6079 | 0.7797 |
217
- | No log | 3.1028 | 332 | 0.5624 | 0.7101 | 0.5624 | 0.7500 |
218
- | No log | 3.1215 | 334 | 0.5671 | 0.7236 | 0.5671 | 0.7530 |
219
- | No log | 3.1402 | 336 | 0.5648 | 0.7048 | 0.5648 | 0.7516 |
220
- | No log | 3.1589 | 338 | 0.6356 | 0.6726 | 0.6356 | 0.7972 |
221
- | No log | 3.1776 | 340 | 0.6706 | 0.6708 | 0.6706 | 0.8189 |
222
- | No log | 3.1963 | 342 | 0.5656 | 0.6760 | 0.5656 | 0.7520 |
223
- | No log | 3.2150 | 344 | 0.5417 | 0.6890 | 0.5417 | 0.7360 |
224
- | No log | 3.2336 | 346 | 0.5333 | 0.6845 | 0.5333 | 0.7302 |
225
- | No log | 3.2523 | 348 | 0.5260 | 0.6806 | 0.5260 | 0.7253 |
226
- | No log | 3.2710 | 350 | 0.5301 | 0.6929 | 0.5301 | 0.7281 |
227
- | No log | 3.2897 | 352 | 0.5189 | 0.6823 | 0.5189 | 0.7204 |
228
- | No log | 3.3084 | 354 | 0.5236 | 0.6759 | 0.5236 | 0.7236 |
229
- | No log | 3.3271 | 356 | 0.5187 | 0.7040 | 0.5187 | 0.7202 |
230
- | No log | 3.3458 | 358 | 0.5426 | 0.6881 | 0.5426 | 0.7366 |
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- | No log | 3.3645 | 360 | 0.5326 | 0.7044 | 0.5326 | 0.7298 |
232
- | No log | 3.3832 | 362 | 0.5378 | 0.6882 | 0.5378 | 0.7334 |
233
- | No log | 3.4019 | 364 | 0.6033 | 0.6687 | 0.6033 | 0.7767 |
234
- | No log | 3.4206 | 366 | 0.6317 | 0.6429 | 0.6317 | 0.7948 |
235
- | No log | 3.4393 | 368 | 0.7011 | 0.6028 | 0.7011 | 0.8373 |
236
- | No log | 3.4579 | 370 | 0.7362 | 0.5822 | 0.7362 | 0.8580 |
237
- | No log | 3.4766 | 372 | 0.6642 | 0.6238 | 0.6642 | 0.8150 |
238
- | No log | 3.4953 | 374 | 0.5618 | 0.6708 | 0.5618 | 0.7495 |
239
- | No log | 3.5140 | 376 | 0.5598 | 0.6805 | 0.5598 | 0.7482 |
240
- | No log | 3.5327 | 378 | 0.6239 | 0.6613 | 0.6239 | 0.7899 |
241
- | No log | 3.5514 | 380 | 0.6843 | 0.6230 | 0.6843 | 0.8272 |
242
- | No log | 3.5701 | 382 | 0.6110 | 0.6382 | 0.6110 | 0.7817 |
243
- | No log | 3.5888 | 384 | 0.5550 | 0.6741 | 0.5550 | 0.7450 |
244
- | No log | 3.6075 | 386 | 0.5483 | 0.6713 | 0.5483 | 0.7405 |
245
- | No log | 3.6262 | 388 | 0.5898 | 0.6342 | 0.5898 | 0.7680 |
246
- | No log | 3.6449 | 390 | 0.7250 | 0.5979 | 0.7250 | 0.8514 |
247
- | No log | 3.6636 | 392 | 0.7286 | 0.6138 | 0.7286 | 0.8536 |
248
- | No log | 3.6822 | 394 | 0.6173 | 0.6593 | 0.6173 | 0.7857 |
249
- | No log | 3.7009 | 396 | 0.5660 | 0.6565 | 0.5660 | 0.7523 |
250
- | No log | 3.7196 | 398 | 0.5415 | 0.6697 | 0.5415 | 0.7359 |
251
- | No log | 3.7383 | 400 | 0.5400 | 0.6625 | 0.5400 | 0.7348 |
252
- | No log | 3.7570 | 402 | 0.6175 | 0.6685 | 0.6175 | 0.7858 |
253
- | No log | 3.7757 | 404 | 0.6847 | 0.6376 | 0.6847 | 0.8275 |
254
- | No log | 3.7944 | 406 | 0.6731 | 0.6374 | 0.6731 | 0.8204 |
255
- | No log | 3.8131 | 408 | 0.6506 | 0.6466 | 0.6506 | 0.8066 |
256
- | No log | 3.8318 | 410 | 0.5749 | 0.6617 | 0.5749 | 0.7582 |
257
- | No log | 3.8505 | 412 | 0.5310 | 0.6818 | 0.5310 | 0.7287 |
258
- | No log | 3.8692 | 414 | 0.5405 | 0.6732 | 0.5405 | 0.7352 |
259
- | No log | 3.8879 | 416 | 0.5963 | 0.6710 | 0.5963 | 0.7722 |
260
- | No log | 3.9065 | 418 | 0.6389 | 0.6558 | 0.6389 | 0.7993 |
261
- | No log | 3.9252 | 420 | 0.5552 | 0.6788 | 0.5552 | 0.7451 |
262
- | No log | 3.9439 | 422 | 0.5279 | 0.6853 | 0.5279 | 0.7266 |
263
- | No log | 3.9626 | 424 | 0.5866 | 0.6651 | 0.5866 | 0.7659 |
264
- | No log | 3.9813 | 426 | 0.6537 | 0.6389 | 0.6537 | 0.8085 |
265
- | No log | 4.0 | 428 | 0.6126 | 0.6489 | 0.6126 | 0.7827 |
266
- | No log | 4.0187 | 430 | 0.5334 | 0.7000 | 0.5334 | 0.7303 |
267
- | No log | 4.0374 | 432 | 0.6202 | 0.6410 | 0.6202 | 0.7875 |
268
- | No log | 4.0561 | 434 | 0.8063 | 0.6155 | 0.8063 | 0.8979 |
269
- | No log | 4.0748 | 436 | 0.8806 | 0.5920 | 0.8806 | 0.9384 |
270
- | No log | 4.0935 | 438 | 0.7559 | 0.6236 | 0.7559 | 0.8695 |
271
- | No log | 4.1121 | 440 | 0.6550 | 0.6586 | 0.6550 | 0.8093 |
272
- | No log | 4.1308 | 442 | 0.6897 | 0.6693 | 0.6897 | 0.8305 |
273
- | No log | 4.1495 | 444 | 0.6787 | 0.6682 | 0.6787 | 0.8238 |
274
- | No log | 4.1682 | 446 | 0.6326 | 0.6971 | 0.6326 | 0.7954 |
275
- | No log | 4.1869 | 448 | 0.6310 | 0.6866 | 0.6310 | 0.7944 |
276
- | No log | 4.2056 | 450 | 0.6551 | 0.6812 | 0.6551 | 0.8094 |
277
- | No log | 4.2243 | 452 | 0.6345 | 0.6661 | 0.6345 | 0.7965 |
278
- | No log | 4.2430 | 454 | 0.6768 | 0.6372 | 0.6768 | 0.8227 |
279
- | No log | 4.2617 | 456 | 0.6700 | 0.6233 | 0.6700 | 0.8185 |
280
- | No log | 4.2804 | 458 | 0.6310 | 0.6494 | 0.6310 | 0.7944 |
281
- | No log | 4.2991 | 460 | 0.5936 | 0.6593 | 0.5936 | 0.7705 |
282
- | No log | 4.3178 | 462 | 0.6004 | 0.6686 | 0.6004 | 0.7748 |
283
- | No log | 4.3364 | 464 | 0.6189 | 0.6683 | 0.6189 | 0.7867 |
284
- | No log | 4.3551 | 466 | 0.6444 | 0.6800 | 0.6444 | 0.8027 |
285
- | No log | 4.3738 | 468 | 0.6662 | 0.6700 | 0.6662 | 0.8162 |
286
- | No log | 4.3925 | 470 | 0.6395 | 0.6770 | 0.6395 | 0.7997 |
287
- | No log | 4.4112 | 472 | 0.7194 | 0.6909 | 0.7194 | 0.8482 |
288
- | No log | 4.4299 | 474 | 0.9093 | 0.6407 | 0.9093 | 0.9536 |
289
- | No log | 4.4486 | 476 | 0.9676 | 0.6270 | 0.9676 | 0.9837 |
290
- | No log | 4.4673 | 478 | 0.8043 | 0.6763 | 0.8043 | 0.8968 |
291
- | No log | 4.4860 | 480 | 0.6564 | 0.6648 | 0.6564 | 0.8102 |
292
- | No log | 4.5047 | 482 | 0.6184 | 0.6809 | 0.6184 | 0.7864 |
293
- | No log | 4.5234 | 484 | 0.5990 | 0.6315 | 0.5990 | 0.7740 |
294
- | No log | 4.5421 | 486 | 0.5745 | 0.6519 | 0.5745 | 0.7579 |
295
- | No log | 4.5607 | 488 | 0.6115 | 0.6688 | 0.6115 | 0.7820 |
296
- | No log | 4.5794 | 490 | 0.6926 | 0.6472 | 0.6926 | 0.8322 |
297
- | No log | 4.5981 | 492 | 0.6485 | 0.6695 | 0.6485 | 0.8053 |
298
- | No log | 4.6168 | 494 | 0.5874 | 0.7138 | 0.5874 | 0.7664 |
299
- | No log | 4.6355 | 496 | 0.5765 | 0.7000 | 0.5765 | 0.7593 |
300
- | No log | 4.6542 | 498 | 0.5817 | 0.6808 | 0.5817 | 0.7627 |
301
- | 0.5458 | 4.6729 | 500 | 0.6435 | 0.6837 | 0.6435 | 0.8022 |
302
- | 0.5458 | 4.6916 | 502 | 0.7844 | 0.6395 | 0.7844 | 0.8856 |
303
- | 0.5458 | 4.7103 | 504 | 0.7559 | 0.6373 | 0.7559 | 0.8694 |
304
- | 0.5458 | 4.7290 | 506 | 0.6251 | 0.7013 | 0.6251 | 0.7906 |
305
- | 0.5458 | 4.7477 | 508 | 0.5980 | 0.6673 | 0.5980 | 0.7733 |
306
- | 0.5458 | 4.7664 | 510 | 0.6180 | 0.6700 | 0.6180 | 0.7861 |
307
- | 0.5458 | 4.7850 | 512 | 0.5997 | 0.6611 | 0.5997 | 0.7744 |
308
- | 0.5458 | 4.8037 | 514 | 0.6298 | 0.6834 | 0.6298 | 0.7936 |
309
- | 0.5458 | 4.8224 | 516 | 0.8605 | 0.6299 | 0.8605 | 0.9276 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask5_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
+ # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask5_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: 0.8416
19
+ - Qwk: 0.5640
20
+ - Mse: 0.8416
21
+ - Rmse: 0.9174
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0198 | 2 | 3.5730 | -0.0123 | 3.5730 | 1.8902 |
53
+ | No log | 0.0396 | 4 | 2.4031 | 0.1170 | 2.4031 | 1.5502 |
54
+ | No log | 0.0594 | 6 | 1.2986 | 0.0731 | 1.2986 | 1.1396 |
55
+ | No log | 0.0792 | 8 | 1.0444 | 0.0438 | 1.0444 | 1.0220 |
56
+ | No log | 0.0990 | 10 | 0.9615 | 0.1866 | 0.9615 | 0.9806 |
57
+ | No log | 0.1188 | 12 | 1.0262 | 0.0930 | 1.0262 | 1.0130 |
58
+ | No log | 0.1386 | 14 | 1.1092 | 0.0559 | 1.1092 | 1.0532 |
59
+ | No log | 0.1584 | 16 | 1.0453 | 0.0745 | 1.0453 | 1.0224 |
60
+ | No log | 0.1782 | 18 | 0.9278 | 0.2047 | 0.9278 | 0.9632 |
61
+ | No log | 0.1980 | 20 | 0.8362 | 0.3053 | 0.8362 | 0.9144 |
62
+ | No log | 0.2178 | 22 | 0.7886 | 0.4100 | 0.7886 | 0.8880 |
63
+ | No log | 0.2376 | 24 | 0.7836 | 0.4098 | 0.7836 | 0.8852 |
64
+ | No log | 0.2574 | 26 | 0.8039 | 0.3407 | 0.8039 | 0.8966 |
65
+ | No log | 0.2772 | 28 | 0.8708 | 0.2628 | 0.8708 | 0.9332 |
66
+ | No log | 0.2970 | 30 | 0.8333 | 0.2861 | 0.8333 | 0.9128 |
67
+ | No log | 0.3168 | 32 | 0.8189 | 0.2705 | 0.8189 | 0.9049 |
68
+ | No log | 0.3366 | 34 | 0.8158 | 0.2832 | 0.8158 | 0.9032 |
69
+ | No log | 0.3564 | 36 | 0.8487 | 0.3201 | 0.8487 | 0.9213 |
70
+ | No log | 0.3762 | 38 | 0.8657 | 0.3028 | 0.8657 | 0.9304 |
71
+ | No log | 0.3960 | 40 | 0.9322 | 0.3029 | 0.9322 | 0.9655 |
72
+ | No log | 0.4158 | 42 | 0.8682 | 0.3693 | 0.8682 | 0.9318 |
73
+ | No log | 0.4356 | 44 | 0.8264 | 0.4449 | 0.8264 | 0.9091 |
74
+ | No log | 0.4554 | 46 | 0.8338 | 0.4359 | 0.8338 | 0.9131 |
75
+ | No log | 0.4752 | 48 | 0.9536 | 0.4173 | 0.9536 | 0.9765 |
76
+ | No log | 0.4950 | 50 | 1.0799 | 0.4261 | 1.0799 | 1.0392 |
77
+ | No log | 0.5149 | 52 | 0.9903 | 0.4494 | 0.9903 | 0.9951 |
78
+ | No log | 0.5347 | 54 | 0.7708 | 0.5192 | 0.7708 | 0.8780 |
79
+ | No log | 0.5545 | 56 | 0.7983 | 0.4675 | 0.7983 | 0.8935 |
80
+ | No log | 0.5743 | 58 | 0.7525 | 0.5225 | 0.7525 | 0.8675 |
81
+ | No log | 0.5941 | 60 | 1.1379 | 0.4212 | 1.1379 | 1.0667 |
82
+ | No log | 0.6139 | 62 | 1.4956 | 0.2617 | 1.4956 | 1.2229 |
83
+ | No log | 0.6337 | 64 | 1.3864 | 0.2747 | 1.3864 | 1.1775 |
84
+ | No log | 0.6535 | 66 | 1.1104 | 0.3833 | 1.1104 | 1.0537 |
85
+ | No log | 0.6733 | 68 | 0.9647 | 0.3602 | 0.9647 | 0.9822 |
86
+ | No log | 0.6931 | 70 | 0.7744 | 0.4413 | 0.7744 | 0.8800 |
87
+ | No log | 0.7129 | 72 | 0.7547 | 0.4611 | 0.7547 | 0.8688 |
88
+ | No log | 0.7327 | 74 | 0.7457 | 0.4643 | 0.7457 | 0.8635 |
89
+ | No log | 0.7525 | 76 | 0.7950 | 0.4160 | 0.7950 | 0.8916 |
90
+ | No log | 0.7723 | 78 | 0.8558 | 0.3721 | 0.8558 | 0.9251 |
91
+ | No log | 0.7921 | 80 | 0.8259 | 0.3860 | 0.8259 | 0.9088 |
92
+ | No log | 0.8119 | 82 | 0.7701 | 0.4034 | 0.7701 | 0.8776 |
93
+ | No log | 0.8317 | 84 | 0.7898 | 0.4666 | 0.7898 | 0.8887 |
94
+ | No log | 0.8515 | 86 | 0.7232 | 0.5314 | 0.7232 | 0.8504 |
95
+ | No log | 0.8713 | 88 | 0.7085 | 0.5528 | 0.7085 | 0.8417 |
96
+ | No log | 0.8911 | 90 | 0.7762 | 0.5393 | 0.7762 | 0.8810 |
97
+ | No log | 0.9109 | 92 | 0.6999 | 0.6022 | 0.6999 | 0.8366 |
98
+ | No log | 0.9307 | 94 | 0.7350 | 0.5888 | 0.7350 | 0.8573 |
99
+ | No log | 0.9505 | 96 | 0.7615 | 0.5915 | 0.7615 | 0.8726 |
100
+ | No log | 0.9703 | 98 | 0.8405 | 0.5144 | 0.8405 | 0.9168 |
101
+ | No log | 0.9901 | 100 | 0.8674 | 0.4220 | 0.8674 | 0.9313 |
102
+ | No log | 1.0099 | 102 | 0.7799 | 0.4426 | 0.7799 | 0.8831 |
103
+ | No log | 1.0297 | 104 | 0.6683 | 0.5159 | 0.6683 | 0.8175 |
104
+ | No log | 1.0495 | 106 | 0.6666 | 0.5207 | 0.6666 | 0.8165 |
105
+ | No log | 1.0693 | 108 | 0.6605 | 0.5165 | 0.6605 | 0.8127 |
106
+ | No log | 1.0891 | 110 | 0.7237 | 0.4652 | 0.7237 | 0.8507 |
107
+ | No log | 1.1089 | 112 | 0.7719 | 0.4015 | 0.7719 | 0.8786 |
108
+ | No log | 1.1287 | 114 | 0.6935 | 0.5490 | 0.6935 | 0.8327 |
109
+ | No log | 1.1485 | 116 | 0.6167 | 0.5440 | 0.6167 | 0.7853 |
110
+ | No log | 1.1683 | 118 | 0.6323 | 0.5257 | 0.6323 | 0.7952 |
111
+ | No log | 1.1881 | 120 | 0.6026 | 0.5903 | 0.6026 | 0.7763 |
112
+ | No log | 1.2079 | 122 | 0.6569 | 0.5999 | 0.6569 | 0.8105 |
113
+ | No log | 1.2277 | 124 | 0.6770 | 0.5388 | 0.6770 | 0.8228 |
114
+ | No log | 1.2475 | 126 | 0.6315 | 0.5953 | 0.6315 | 0.7947 |
115
+ | No log | 1.2673 | 128 | 0.6144 | 0.6256 | 0.6144 | 0.7838 |
116
+ | No log | 1.2871 | 130 | 0.6495 | 0.6126 | 0.6495 | 0.8059 |
117
+ | No log | 1.3069 | 132 | 0.7185 | 0.5752 | 0.7185 | 0.8476 |
118
+ | No log | 1.3267 | 134 | 0.7516 | 0.5548 | 0.7516 | 0.8669 |
119
+ | No log | 1.3465 | 136 | 0.7337 | 0.5430 | 0.7337 | 0.8566 |
120
+ | No log | 1.3663 | 138 | 0.7183 | 0.5460 | 0.7183 | 0.8476 |
121
+ | No log | 1.3861 | 140 | 0.6739 | 0.5359 | 0.6739 | 0.8209 |
122
+ | No log | 1.4059 | 142 | 0.6278 | 0.5420 | 0.6278 | 0.7924 |
123
+ | No log | 1.4257 | 144 | 0.6392 | 0.5524 | 0.6392 | 0.7995 |
124
+ | No log | 1.4455 | 146 | 0.6256 | 0.5838 | 0.6256 | 0.7910 |
125
+ | No log | 1.4653 | 148 | 0.6281 | 0.5986 | 0.6281 | 0.7925 |
126
+ | No log | 1.4851 | 150 | 0.6927 | 0.5679 | 0.6927 | 0.8323 |
127
+ | No log | 1.5050 | 152 | 0.7531 | 0.5160 | 0.7531 | 0.8678 |
128
+ | No log | 1.5248 | 154 | 0.8286 | 0.4499 | 0.8286 | 0.9103 |
129
+ | No log | 1.5446 | 156 | 0.7876 | 0.4514 | 0.7876 | 0.8874 |
130
+ | No log | 1.5644 | 158 | 0.7434 | 0.4044 | 0.7434 | 0.8622 |
131
+ | No log | 1.5842 | 160 | 0.7390 | 0.4521 | 0.7390 | 0.8596 |
132
+ | No log | 1.6040 | 162 | 0.7544 | 0.4439 | 0.7544 | 0.8686 |
133
+ | No log | 1.6238 | 164 | 0.8863 | 0.4482 | 0.8863 | 0.9415 |
134
+ | No log | 1.6436 | 166 | 0.7840 | 0.4673 | 0.7840 | 0.8855 |
135
+ | No log | 1.6634 | 168 | 0.7866 | 0.4796 | 0.7866 | 0.8869 |
136
+ | No log | 1.6832 | 170 | 0.8219 | 0.4200 | 0.8219 | 0.9066 |
137
+ | No log | 1.7030 | 172 | 0.7517 | 0.4231 | 0.7517 | 0.8670 |
138
+ | No log | 1.7228 | 174 | 0.6477 | 0.5277 | 0.6477 | 0.8048 |
139
+ | No log | 1.7426 | 176 | 0.6519 | 0.4957 | 0.6519 | 0.8074 |
140
+ | No log | 1.7624 | 178 | 0.6388 | 0.5212 | 0.6388 | 0.7993 |
141
+ | No log | 1.7822 | 180 | 0.7427 | 0.4617 | 0.7427 | 0.8618 |
142
+ | No log | 1.8020 | 182 | 0.9432 | 0.4184 | 0.9432 | 0.9712 |
143
+ | No log | 1.8218 | 184 | 0.9448 | 0.4724 | 0.9448 | 0.9720 |
144
+ | No log | 1.8416 | 186 | 0.7843 | 0.5734 | 0.7843 | 0.8856 |
145
+ | No log | 1.8614 | 188 | 0.7932 | 0.5652 | 0.7932 | 0.8906 |
146
+ | No log | 1.8812 | 190 | 0.8012 | 0.5545 | 0.8012 | 0.8951 |
147
+ | No log | 1.9010 | 192 | 0.7716 | 0.5640 | 0.7716 | 0.8784 |
148
+ | No log | 1.9208 | 194 | 0.8251 | 0.5408 | 0.8251 | 0.9083 |
149
+ | No log | 1.9406 | 196 | 0.8524 | 0.5235 | 0.8524 | 0.9232 |
150
+ | No log | 1.9604 | 198 | 0.7974 | 0.5424 | 0.7974 | 0.8930 |
151
+ | No log | 1.9802 | 200 | 0.7876 | 0.5455 | 0.7876 | 0.8875 |
152
+ | No log | 2.0 | 202 | 0.7481 | 0.5707 | 0.7481 | 0.8649 |
153
+ | No log | 2.0198 | 204 | 0.7258 | 0.5676 | 0.7258 | 0.8519 |
154
+ | No log | 2.0396 | 206 | 0.8205 | 0.5639 | 0.8205 | 0.9058 |
155
+ | No log | 2.0594 | 208 | 1.0672 | 0.4822 | 1.0672 | 1.0331 |
156
+ | No log | 2.0792 | 210 | 1.0665 | 0.4865 | 1.0665 | 1.0327 |
157
+ | No log | 2.0990 | 212 | 0.7978 | 0.5634 | 0.7978 | 0.8932 |
158
+ | No log | 2.1188 | 214 | 0.7175 | 0.5961 | 0.7175 | 0.8471 |
159
+ | No log | 2.1386 | 216 | 0.9025 | 0.4812 | 0.9025 | 0.9500 |
160
+ | No log | 2.1584 | 218 | 0.8214 | 0.4864 | 0.8214 | 0.9063 |
161
+ | No log | 2.1782 | 220 | 0.6542 | 0.5442 | 0.6542 | 0.8088 |
162
+ | No log | 2.1980 | 222 | 0.7020 | 0.5011 | 0.7020 | 0.8379 |
163
+ | No log | 2.2178 | 224 | 1.0105 | 0.4055 | 1.0105 | 1.0052 |
164
+ | No log | 2.2376 | 226 | 1.0999 | 0.3911 | 1.0999 | 1.0487 |
165
+ | No log | 2.2574 | 228 | 0.9593 | 0.4330 | 0.9593 | 0.9794 |
166
+ | No log | 2.2772 | 230 | 0.7435 | 0.5071 | 0.7435 | 0.8622 |
167
+ | No log | 2.2970 | 232 | 0.6720 | 0.5385 | 0.6720 | 0.8198 |
168
+ | No log | 2.3168 | 234 | 0.6801 | 0.5518 | 0.6801 | 0.8247 |
169
+ | No log | 2.3366 | 236 | 0.6887 | 0.5606 | 0.6887 | 0.8299 |
170
+ | No log | 2.3564 | 238 | 0.7478 | 0.5313 | 0.7478 | 0.8648 |
171
+ | No log | 2.3762 | 240 | 0.9566 | 0.4781 | 0.9566 | 0.9781 |
172
+ | No log | 2.3960 | 242 | 1.0800 | 0.3877 | 1.0800 | 1.0392 |
173
+ | No log | 2.4158 | 244 | 1.0275 | 0.3788 | 1.0275 | 1.0137 |
174
+ | No log | 2.4356 | 246 | 0.8431 | 0.3789 | 0.8431 | 0.9182 |
175
+ | No log | 2.4554 | 248 | 0.6879 | 0.4737 | 0.6879 | 0.8294 |
176
+ | No log | 2.4752 | 250 | 0.6683 | 0.4734 | 0.6683 | 0.8175 |
177
+ | No log | 2.4950 | 252 | 0.6745 | 0.4840 | 0.6745 | 0.8213 |
178
+ | No log | 2.5149 | 254 | 0.6940 | 0.4987 | 0.6940 | 0.8331 |
179
+ | No log | 2.5347 | 256 | 0.7125 | 0.5151 | 0.7125 | 0.8441 |
180
+ | No log | 2.5545 | 258 | 0.7220 | 0.5597 | 0.7220 | 0.8497 |
181
+ | No log | 2.5743 | 260 | 0.7169 | 0.5596 | 0.7169 | 0.8467 |
182
+ | No log | 2.5941 | 262 | 0.6997 | 0.5979 | 0.6997 | 0.8365 |
183
+ | No log | 2.6139 | 264 | 0.7096 | 0.5797 | 0.7096 | 0.8424 |
184
+ | No log | 2.6337 | 266 | 0.7221 | 0.5997 | 0.7221 | 0.8497 |
185
+ | No log | 2.6535 | 268 | 0.7461 | 0.5944 | 0.7461 | 0.8638 |
186
+ | No log | 2.6733 | 270 | 0.8433 | 0.5243 | 0.8433 | 0.9183 |
187
+ | No log | 2.6931 | 272 | 0.8793 | 0.5317 | 0.8793 | 0.9377 |
188
+ | No log | 2.7129 | 274 | 0.8143 | 0.5430 | 0.8143 | 0.9024 |
189
+ | No log | 2.7327 | 276 | 0.7527 | 0.5483 | 0.7527 | 0.8676 |
190
+ | No log | 2.7525 | 278 | 0.7833 | 0.5458 | 0.7833 | 0.8850 |
191
+ | No log | 2.7723 | 280 | 0.7649 | 0.5781 | 0.7649 | 0.8746 |
192
+ | No log | 2.7921 | 282 | 0.7421 | 0.5907 | 0.7421 | 0.8615 |
193
+ | No log | 2.8119 | 284 | 0.7342 | 0.5933 | 0.7342 | 0.8568 |
194
+ | No log | 2.8317 | 286 | 0.7389 | 0.5866 | 0.7389 | 0.8596 |
195
+ | No log | 2.8515 | 288 | 0.7662 | 0.5544 | 0.7662 | 0.8753 |
196
+ | No log | 2.8713 | 290 | 0.7477 | 0.5590 | 0.7477 | 0.8647 |
197
+ | No log | 2.8911 | 292 | 0.8801 | 0.4880 | 0.8801 | 0.9381 |
198
+ | No log | 2.9109 | 294 | 0.9594 | 0.4661 | 0.9594 | 0.9795 |
199
+ | No log | 2.9307 | 296 | 0.8023 | 0.5257 | 0.8023 | 0.8957 |
200
+ | No log | 2.9505 | 298 | 0.6437 | 0.6015 | 0.6437 | 0.8023 |
201
+ | No log | 2.9703 | 300 | 0.6871 | 0.6203 | 0.6871 | 0.8289 |
202
+ | No log | 2.9901 | 302 | 0.7428 | 0.5569 | 0.7428 | 0.8619 |
203
+ | No log | 3.0099 | 304 | 0.8278 | 0.5475 | 0.8278 | 0.9098 |
204
+ | No log | 3.0297 | 306 | 0.9849 | 0.5146 | 0.9849 | 0.9924 |
205
+ | No log | 3.0495 | 308 | 0.8915 | 0.5077 | 0.8915 | 0.9442 |
206
+ | No log | 3.0693 | 310 | 0.6958 | 0.5880 | 0.6958 | 0.8342 |
207
+ | No log | 3.0891 | 312 | 0.6256 | 0.6068 | 0.6256 | 0.7910 |
208
+ | No log | 3.1089 | 314 | 0.6251 | 0.6073 | 0.6251 | 0.7907 |
209
+ | No log | 3.1287 | 316 | 0.6270 | 0.6106 | 0.6270 | 0.7918 |
210
+ | No log | 3.1485 | 318 | 0.6796 | 0.5782 | 0.6796 | 0.8244 |
211
+ | No log | 3.1683 | 320 | 0.8632 | 0.4889 | 0.8632 | 0.9291 |
212
+ | No log | 3.1881 | 322 | 0.9235 | 0.4964 | 0.9235 | 0.9610 |
213
+ | No log | 3.2079 | 324 | 0.8614 | 0.5052 | 0.8614 | 0.9281 |
214
+ | No log | 3.2277 | 326 | 0.7605 | 0.5710 | 0.7605 | 0.8721 |
215
+ | No log | 3.2475 | 328 | 0.7709 | 0.5567 | 0.7709 | 0.8780 |
216
+ | No log | 3.2673 | 330 | 0.7645 | 0.5762 | 0.7645 | 0.8743 |
217
+ | No log | 3.2871 | 332 | 0.8279 | 0.5937 | 0.8279 | 0.9099 |
218
+ | No log | 3.3069 | 334 | 0.9959 | 0.5003 | 0.9959 | 0.9979 |
219
+ | No log | 3.3267 | 336 | 1.1204 | 0.4905 | 1.1204 | 1.0585 |
220
+ | No log | 3.3465 | 338 | 0.9995 | 0.5113 | 0.9995 | 0.9998 |
221
+ | No log | 3.3663 | 340 | 0.8348 | 0.5754 | 0.8348 | 0.9137 |
222
+ | No log | 3.3861 | 342 | 0.7762 | 0.6050 | 0.7762 | 0.8810 |
223
+ | No log | 3.4059 | 344 | 0.7554 | 0.6097 | 0.7554 | 0.8691 |
224
+ | No log | 3.4257 | 346 | 0.7239 | 0.6122 | 0.7239 | 0.8508 |
225
+ | No log | 3.4455 | 348 | 0.7505 | 0.5689 | 0.7505 | 0.8663 |
226
+ | No log | 3.4653 | 350 | 0.8830 | 0.5052 | 0.8830 | 0.9397 |
227
+ | No log | 3.4851 | 352 | 0.9850 | 0.4685 | 0.9850 | 0.9925 |
228
+ | No log | 3.5050 | 354 | 0.9716 | 0.4829 | 0.9716 | 0.9857 |
229
+ | No log | 3.5248 | 356 | 0.7956 | 0.5518 | 0.7956 | 0.8920 |
230
+ | No log | 3.5446 | 358 | 0.6735 | 0.5916 | 0.6735 | 0.8207 |
231
+ | No log | 3.5644 | 360 | 0.6550 | 0.6269 | 0.6550 | 0.8093 |
232
+ | No log | 3.5842 | 362 | 0.6509 | 0.6066 | 0.6509 | 0.8068 |
233
+ | No log | 3.6040 | 364 | 0.7173 | 0.5772 | 0.7173 | 0.8469 |
234
+ | No log | 3.6238 | 366 | 0.9090 | 0.5446 | 0.9090 | 0.9534 |
235
+ | No log | 3.6436 | 368 | 0.9872 | 0.5181 | 0.9872 | 0.9936 |
236
+ | No log | 3.6634 | 370 | 0.8857 | 0.5151 | 0.8857 | 0.9411 |
237
+ | No log | 3.6832 | 372 | 0.7955 | 0.5671 | 0.7955 | 0.8919 |
238
+ | No log | 3.7030 | 374 | 0.7425 | 0.5726 | 0.7425 | 0.8617 |
239
+ | No log | 3.7228 | 376 | 0.6781 | 0.5943 | 0.6781 | 0.8235 |
240
+ | No log | 3.7426 | 378 | 0.7388 | 0.5404 | 0.7388 | 0.8595 |
241
+ | No log | 3.7624 | 380 | 0.9047 | 0.4748 | 0.9047 | 0.9512 |
242
+ | No log | 3.7822 | 382 | 0.8876 | 0.4962 | 0.8876 | 0.9421 |
243
+ | No log | 3.8020 | 384 | 0.8704 | 0.5174 | 0.8704 | 0.9329 |
244
+ | No log | 3.8218 | 386 | 0.7669 | 0.5655 | 0.7669 | 0.8757 |
245
+ | No log | 3.8416 | 388 | 0.8313 | 0.5522 | 0.8313 | 0.9118 |
246
+ | No log | 3.8614 | 390 | 0.8725 | 0.5470 | 0.8725 | 0.9341 |
247
+ | No log | 3.8812 | 392 | 0.7491 | 0.5906 | 0.7491 | 0.8655 |
248
+ | No log | 3.9010 | 394 | 0.7948 | 0.5516 | 0.7948 | 0.8915 |
249
+ | No log | 3.9208 | 396 | 0.8211 | 0.5584 | 0.8211 | 0.9062 |
250
+ | No log | 3.9406 | 398 | 0.8177 | 0.5651 | 0.8177 | 0.9043 |
251
+ | No log | 3.9604 | 400 | 0.9273 | 0.5610 | 0.9273 | 0.9629 |
252
+ | No log | 3.9802 | 402 | 0.8883 | 0.5694 | 0.8883 | 0.9425 |
253
+ | No log | 4.0 | 404 | 0.7325 | 0.5973 | 0.7325 | 0.8558 |
254
+ | No log | 4.0198 | 406 | 0.6602 | 0.6110 | 0.6602 | 0.8125 |
255
+ | No log | 4.0396 | 408 | 0.6467 | 0.5854 | 0.6467 | 0.8042 |
256
+ | No log | 4.0594 | 410 | 0.6062 | 0.6046 | 0.6062 | 0.7786 |
257
+ | No log | 4.0792 | 412 | 0.6399 | 0.5929 | 0.6399 | 0.8000 |
258
+ | No log | 4.0990 | 414 | 0.9843 | 0.4715 | 0.9843 | 0.9921 |
259
+ | No log | 4.1188 | 416 | 1.1956 | 0.4079 | 1.1956 | 1.0934 |
260
+ | No log | 4.1386 | 418 | 1.0799 | 0.4541 | 1.0799 | 1.0392 |
261
+ | No log | 4.1584 | 420 | 0.8191 | 0.5533 | 0.8191 | 0.9051 |
262
+ | No log | 4.1782 | 422 | 0.6990 | 0.6063 | 0.6990 | 0.8361 |
263
+ | No log | 4.1980 | 424 | 0.7593 | 0.5984 | 0.7593 | 0.8714 |
264
+ | No log | 4.2178 | 426 | 1.0039 | 0.5606 | 1.0039 | 1.0019 |
265
+ | No log | 4.2376 | 428 | 1.2361 | 0.4633 | 1.2361 | 1.1118 |
266
+ | No log | 4.2574 | 430 | 1.2074 | 0.4770 | 1.2074 | 1.0988 |
267
+ | No log | 4.2772 | 432 | 0.8933 | 0.5444 | 0.8933 | 0.9451 |
268
+ | No log | 4.2970 | 434 | 0.7362 | 0.5942 | 0.7362 | 0.8580 |
269
+ | No log | 4.3168 | 436 | 0.7682 | 0.5905 | 0.7682 | 0.8765 |
270
+ | No log | 4.3366 | 438 | 0.9028 | 0.5280 | 0.9028 | 0.9501 |
271
+ | No log | 4.3564 | 440 | 0.8940 | 0.5833 | 0.8940 | 0.9455 |
272
+ | No log | 4.3762 | 442 | 0.8585 | 0.5961 | 0.8585 | 0.9265 |
273
+ | No log | 4.3960 | 444 | 0.7205 | 0.6117 | 0.7205 | 0.8488 |
274
+ | No log | 4.4158 | 446 | 0.6854 | 0.6015 | 0.6854 | 0.8279 |
275
+ | No log | 4.4356 | 448 | 0.7169 | 0.6128 | 0.7169 | 0.8467 |
276
+ | No log | 4.4554 | 450 | 0.7405 | 0.6151 | 0.7405 | 0.8605 |
277
+ | No log | 4.4752 | 452 | 0.7870 | 0.5858 | 0.7870 | 0.8871 |
278
+ | No log | 4.4950 | 454 | 0.7671 | 0.5977 | 0.7671 | 0.8758 |
279
+ | No log | 4.5149 | 456 | 0.8406 | 0.5886 | 0.8406 | 0.9168 |
280
+ | No log | 4.5347 | 458 | 0.7633 | 0.6123 | 0.7633 | 0.8736 |
281
+ | No log | 4.5545 | 460 | 0.7333 | 0.6071 | 0.7333 | 0.8563 |
282
+ | No log | 4.5743 | 462 | 0.7840 | 0.6018 | 0.7840 | 0.8855 |
283
+ | No log | 4.5941 | 464 | 0.9346 | 0.5680 | 0.9346 | 0.9668 |
284
+ | No log | 4.6139 | 466 | 1.0118 | 0.5222 | 1.0118 | 1.0059 |
285
+ | No log | 4.6337 | 468 | 0.9397 | 0.5342 | 0.9397 | 0.9694 |
286
+ | No log | 4.6535 | 470 | 0.8028 | 0.5445 | 0.8028 | 0.8960 |
287
+ | No log | 4.6733 | 472 | 0.7147 | 0.5646 | 0.7147 | 0.8454 |
288
+ | No log | 4.6931 | 474 | 0.7135 | 0.5628 | 0.7135 | 0.8447 |
289
+ | No log | 4.7129 | 476 | 0.7486 | 0.5583 | 0.7486 | 0.8652 |
290
+ | No log | 4.7327 | 478 | 0.7388 | 0.5707 | 0.7388 | 0.8595 |
291
+ | No log | 4.7525 | 480 | 0.7910 | 0.5712 | 0.7910 | 0.8894 |
292
+ | No log | 4.7723 | 482 | 0.7652 | 0.5528 | 0.7652 | 0.8748 |
293
+ | No log | 4.7921 | 484 | 0.6983 | 0.6059 | 0.6983 | 0.8357 |
294
+ | No log | 4.8119 | 486 | 0.6702 | 0.6082 | 0.6702 | 0.8186 |
295
+ | No log | 4.8317 | 488 | 0.6521 | 0.6025 | 0.6521 | 0.8075 |
296
+ | No log | 4.8515 | 490 | 0.7406 | 0.5678 | 0.7406 | 0.8606 |
297
+ | No log | 4.8713 | 492 | 0.7806 | 0.5683 | 0.7806 | 0.8835 |
298
+ | No log | 4.8911 | 494 | 0.8065 | 0.5770 | 0.8065 | 0.8981 |
299
+ | No log | 4.9109 | 496 | 0.9469 | 0.5707 | 0.9469 | 0.9731 |
300
+ | No log | 4.9307 | 498 | 1.0157 | 0.5709 | 1.0157 | 1.0078 |
301
+ | 0.6007 | 4.9505 | 500 | 0.9074 | 0.5602 | 0.9074 | 0.9525 |
302
+ | 0.6007 | 4.9703 | 502 | 0.8406 | 0.5811 | 0.8406 | 0.9168 |
303
+ | 0.6007 | 4.9901 | 504 | 0.8261 | 0.5771 | 0.8261 | 0.9089 |
304
+ | 0.6007 | 5.0099 | 506 | 0.8128 | 0.5832 | 0.8128 | 0.9015 |
305
+ | 0.6007 | 5.0297 | 508 | 0.8215 | 0.5800 | 0.8215 | 0.9064 |
306
+ | 0.6007 | 5.0495 | 510 | 0.8680 | 0.5343 | 0.8680 | 0.9317 |
307
+ | 0.6007 | 5.0693 | 512 | 0.7951 | 0.5566 | 0.7951 | 0.8917 |
308
+ | 0.6007 | 5.0891 | 514 | 0.7132 | 0.5870 | 0.7132 | 0.8445 |
309
+ | 0.6007 | 5.1089 | 516 | 0.7089 | 0.5751 | 0.7089 | 0.8420 |
310
+ | 0.6007 | 5.1287 | 518 | 0.7984 | 0.5571 | 0.7984 | 0.8935 |
311
+ | 0.6007 | 5.1485 | 520 | 0.9714 | 0.4924 | 0.9714 | 0.9856 |
312
+ | 0.6007 | 5.1683 | 522 | 0.8643 | 0.5727 | 0.8643 | 0.9297 |
313
+ | 0.6007 | 5.1881 | 524 | 0.7395 | 0.6026 | 0.7395 | 0.8599 |
314
+ | 0.6007 | 5.2079 | 526 | 0.6716 | 0.6208 | 0.6716 | 0.8195 |
315
+ | 0.6007 | 5.2277 | 528 | 0.6827 | 0.6364 | 0.6827 | 0.8262 |
316
+ | 0.6007 | 5.2475 | 530 | 0.7623 | 0.6161 | 0.7623 | 0.8731 |
317
+ | 0.6007 | 5.2673 | 532 | 1.0050 | 0.5702 | 1.0050 | 1.0025 |
318
+ | 0.6007 | 5.2871 | 534 | 1.0840 | 0.5308 | 1.0840 | 1.0412 |
319
+ | 0.6007 | 5.3069 | 536 | 0.8487 | 0.5859 | 0.8487 | 0.9213 |
320
+ | 0.6007 | 5.3267 | 538 | 0.6693 | 0.6243 | 0.6693 | 0.8181 |
321
+ | 0.6007 | 5.3465 | 540 | 0.6451 | 0.6071 | 0.6451 | 0.8032 |
322
+ | 0.6007 | 5.3663 | 542 | 0.6900 | 0.6044 | 0.6900 | 0.8306 |
323
+ | 0.6007 | 5.3861 | 544 | 0.8330 | 0.5908 | 0.8330 | 0.9127 |
324
+ | 0.6007 | 5.4059 | 546 | 1.0126 | 0.5539 | 1.0126 | 1.0063 |
325
+ | 0.6007 | 5.4257 | 548 | 0.9529 | 0.5701 | 0.9529 | 0.9762 |
326
+ | 0.6007 | 5.4455 | 550 | 0.7660 | 0.5982 | 0.7660 | 0.8752 |
327
+ | 0.6007 | 5.4653 | 552 | 0.6899 | 0.6038 | 0.6899 | 0.8306 |
328
+ | 0.6007 | 5.4851 | 554 | 0.7032 | 0.5972 | 0.7032 | 0.8386 |
329
+ | 0.6007 | 5.5050 | 556 | 0.6858 | 0.5903 | 0.6858 | 0.8281 |
330
+ | 0.6007 | 5.5248 | 558 | 0.7169 | 0.5903 | 0.7169 | 0.8467 |
331
+ | 0.6007 | 5.5446 | 560 | 0.8054 | 0.5523 | 0.8054 | 0.8974 |
332
+ | 0.6007 | 5.5644 | 562 | 0.8330 | 0.5339 | 0.8330 | 0.9127 |
333
+ | 0.6007 | 5.5842 | 564 | 0.7291 | 0.5446 | 0.7291 | 0.8539 |
334
+ | 0.6007 | 5.6040 | 566 | 0.7332 | 0.5606 | 0.7332 | 0.8563 |
335
+ | 0.6007 | 5.6238 | 568 | 0.8573 | 0.5498 | 0.8573 | 0.9259 |
336
+ | 0.6007 | 5.6436 | 570 | 0.8189 | 0.5785 | 0.8189 | 0.9050 |
337
+ | 0.6007 | 5.6634 | 572 | 0.7450 | 0.6007 | 0.7450 | 0.8632 |
338
+ | 0.6007 | 5.6832 | 574 | 0.7476 | 0.6091 | 0.7476 | 0.8647 |
339
+ | 0.6007 | 5.7030 | 576 | 0.9217 | 0.5498 | 0.9217 | 0.9600 |
340
+ | 0.6007 | 5.7228 | 578 | 0.9854 | 0.5408 | 0.9854 | 0.9927 |
341
+ | 0.6007 | 5.7426 | 580 | 0.8018 | 0.5825 | 0.8018 | 0.8954 |
342
+ | 0.6007 | 5.7624 | 582 | 0.6912 | 0.6165 | 0.6912 | 0.8314 |
343
+ | 0.6007 | 5.7822 | 584 | 0.6921 | 0.6049 | 0.6921 | 0.8319 |
344
+ | 0.6007 | 5.8020 | 586 | 0.8084 | 0.5925 | 0.8084 | 0.8991 |
345
+ | 0.6007 | 5.8218 | 588 | 1.0710 | 0.5330 | 1.0710 | 1.0349 |
346
+ | 0.6007 | 5.8416 | 590 | 1.1721 | 0.5020 | 1.1721 | 1.0826 |
347
+ | 0.6007 | 5.8614 | 592 | 1.0355 | 0.5400 | 1.0355 | 1.0176 |
348
+ | 0.6007 | 5.8812 | 594 | 0.7631 | 0.5823 | 0.7631 | 0.8736 |
349
+ | 0.6007 | 5.9010 | 596 | 0.6736 | 0.6058 | 0.6736 | 0.8208 |
350
+ | 0.6007 | 5.9208 | 598 | 0.6676 | 0.5932 | 0.6676 | 0.8171 |
351
+ | 0.6007 | 5.9406 | 600 | 0.6830 | 0.6036 | 0.6830 | 0.8264 |
352
+ | 0.6007 | 5.9604 | 602 | 0.7682 | 0.5888 | 0.7682 | 0.8765 |
353
+ | 0.6007 | 5.9802 | 604 | 0.7457 | 0.5903 | 0.7457 | 0.8636 |
354
+ | 0.6007 | 6.0 | 606 | 0.7484 | 0.5946 | 0.7484 | 0.8651 |
355
+ | 0.6007 | 6.0198 | 608 | 0.7379 | 0.6070 | 0.7379 | 0.8590 |
356
+ | 0.6007 | 6.0396 | 610 | 0.7935 | 0.5937 | 0.7935 | 0.8908 |
357
+ | 0.6007 | 6.0594 | 612 | 0.8306 | 0.5821 | 0.8306 | 0.9114 |
358
+ | 0.6007 | 6.0792 | 614 | 0.7541 | 0.5945 | 0.7541 | 0.8684 |
359
+ | 0.6007 | 6.0990 | 616 | 0.6886 | 0.5600 | 0.6886 | 0.8298 |
360
+ | 0.6007 | 6.1188 | 618 | 0.7080 | 0.5616 | 0.7080 | 0.8414 |
361
+ | 0.6007 | 6.1386 | 620 | 0.6983 | 0.5538 | 0.6983 | 0.8356 |
362
+ | 0.6007 | 6.1584 | 622 | 0.6779 | 0.5483 | 0.6779 | 0.8234 |
363
+ | 0.6007 | 6.1782 | 624 | 0.6843 | 0.5555 | 0.6843 | 0.8272 |
364
+ | 0.6007 | 6.1980 | 626 | 0.6887 | 0.5749 | 0.6887 | 0.8299 |
365
+ | 0.6007 | 6.2178 | 628 | 0.7430 | 0.5735 | 0.7430 | 0.8620 |
366
+ | 0.6007 | 6.2376 | 630 | 0.8875 | 0.5652 | 0.8875 | 0.9421 |
367
+ | 0.6007 | 6.2574 | 632 | 1.1940 | 0.5277 | 1.1940 | 1.0927 |
368
+ | 0.6007 | 6.2772 | 634 | 1.2169 | 0.5036 | 1.2169 | 1.1031 |
369
+ | 0.6007 | 6.2970 | 636 | 1.0647 | 0.5260 | 1.0647 | 1.0318 |
370
+ | 0.6007 | 6.3168 | 638 | 0.8982 | 0.5155 | 0.8982 | 0.9477 |
371
+ | 0.6007 | 6.3366 | 640 | 0.7594 | 0.5802 | 0.7594 | 0.8714 |
372
+ | 0.6007 | 6.3564 | 642 | 0.6892 | 0.5918 | 0.6892 | 0.8302 |
373
+ | 0.6007 | 6.3762 | 644 | 0.6490 | 0.5841 | 0.6490 | 0.8056 |
374
+ | 0.6007 | 6.3960 | 646 | 0.6649 | 0.5670 | 0.6649 | 0.8154 |
375
+ | 0.6007 | 6.4158 | 648 | 0.7196 | 0.5391 | 0.7196 | 0.8483 |
376
+ | 0.6007 | 6.4356 | 650 | 0.7644 | 0.5171 | 0.7644 | 0.8743 |
377
+ | 0.6007 | 6.4554 | 652 | 0.7932 | 0.5404 | 0.7932 | 0.8906 |
378
+ | 0.6007 | 6.4752 | 654 | 0.7829 | 0.5885 | 0.7829 | 0.8848 |
379
+ | 0.6007 | 6.4950 | 656 | 0.8134 | 0.5791 | 0.8134 | 0.9019 |
380
+ | 0.6007 | 6.5149 | 658 | 0.9273 | 0.5722 | 0.9273 | 0.9630 |
381
+ | 0.6007 | 6.5347 | 660 | 1.0856 | 0.5236 | 1.0856 | 1.0419 |
382
+ | 0.6007 | 6.5545 | 662 | 1.0592 | 0.5394 | 1.0592 | 1.0292 |
383
+ | 0.6007 | 6.5743 | 664 | 0.9177 | 0.5602 | 0.9177 | 0.9580 |
384
+ | 0.6007 | 6.5941 | 666 | 0.7514 | 0.6036 | 0.7514 | 0.8668 |
385
+ | 0.6007 | 6.6139 | 668 | 0.7685 | 0.5518 | 0.7685 | 0.8766 |
386
+ | 0.6007 | 6.6337 | 670 | 0.7190 | 0.5589 | 0.7190 | 0.8479 |
387
+ | 0.6007 | 6.6535 | 672 | 0.6653 | 0.5669 | 0.6653 | 0.8156 |
388
+ | 0.6007 | 6.6733 | 674 | 0.8161 | 0.5691 | 0.8161 | 0.9034 |
389
+ | 0.6007 | 6.6931 | 676 | 0.9009 | 0.5663 | 0.9009 | 0.9491 |
390
+ | 0.6007 | 6.7129 | 678 | 0.8586 | 0.5738 | 0.8586 | 0.9266 |
391
+ | 0.6007 | 6.7327 | 680 | 0.7442 | 0.5963 | 0.7442 | 0.8627 |
392
+ | 0.6007 | 6.7525 | 682 | 0.6926 | 0.6165 | 0.6926 | 0.8322 |
393
+ | 0.6007 | 6.7723 | 684 | 0.7080 | 0.6239 | 0.7080 | 0.8414 |
394
+ | 0.6007 | 6.7921 | 686 | 0.7138 | 0.6164 | 0.7138 | 0.8449 |
395
+ | 0.6007 | 6.8119 | 688 | 0.7861 | 0.6093 | 0.7861 | 0.8866 |
396
+ | 0.6007 | 6.8317 | 690 | 0.8203 | 0.5709 | 0.8203 | 0.9057 |
397
+ | 0.6007 | 6.8515 | 692 | 0.9707 | 0.5323 | 0.9707 | 0.9853 |
398
+ | 0.6007 | 6.8713 | 694 | 0.9176 | 0.5440 | 0.9176 | 0.9579 |
399
+ | 0.6007 | 6.8911 | 696 | 0.8368 | 0.5544 | 0.8368 | 0.9147 |
400
+ | 0.6007 | 6.9109 | 698 | 0.8229 | 0.5619 | 0.8229 | 0.9071 |
401
+ | 0.6007 | 6.9307 | 700 | 0.7468 | 0.6156 | 0.7468 | 0.8642 |
402
+ | 0.6007 | 6.9505 | 702 | 0.7504 | 0.6004 | 0.7504 | 0.8663 |
403
+ | 0.6007 | 6.9703 | 704 | 0.7908 | 0.6049 | 0.7908 | 0.8892 |
404
+ | 0.6007 | 6.9901 | 706 | 0.8154 | 0.5883 | 0.8154 | 0.9030 |
405
+ | 0.6007 | 7.0099 | 708 | 0.7551 | 0.5867 | 0.7551 | 0.8690 |
406
+ | 0.6007 | 7.0297 | 710 | 0.7008 | 0.6061 | 0.7008 | 0.8371 |
407
+ | 0.6007 | 7.0495 | 712 | 0.7527 | 0.6022 | 0.7527 | 0.8676 |
408
+ | 0.6007 | 7.0693 | 714 | 0.7977 | 0.6152 | 0.7977 | 0.8932 |
409
+ | 0.6007 | 7.0891 | 716 | 0.7655 | 0.6118 | 0.7655 | 0.8749 |
410
+ | 0.6007 | 7.1089 | 718 | 0.7242 | 0.6222 | 0.7242 | 0.8510 |
411
+ | 0.6007 | 7.1287 | 720 | 0.7591 | 0.6373 | 0.7591 | 0.8713 |
412
+ | 0.6007 | 7.1485 | 722 | 0.8661 | 0.6037 | 0.8661 | 0.9306 |
413
+ | 0.6007 | 7.1683 | 724 | 1.0390 | 0.5395 | 1.0390 | 1.0193 |
414
+ | 0.6007 | 7.1881 | 726 | 0.9426 | 0.5630 | 0.9426 | 0.9709 |
415
+ | 0.6007 | 7.2079 | 728 | 0.7441 | 0.6107 | 0.7441 | 0.8626 |
416
+ | 0.6007 | 7.2277 | 730 | 0.6795 | 0.6070 | 0.6795 | 0.8243 |
417
+ | 0.6007 | 7.2475 | 732 | 0.7250 | 0.5940 | 0.7250 | 0.8515 |
418
+ | 0.6007 | 7.2673 | 734 | 0.7267 | 0.5860 | 0.7267 | 0.8525 |
419
+ | 0.6007 | 7.2871 | 736 | 0.7527 | 0.5528 | 0.7527 | 0.8676 |
420
+ | 0.6007 | 7.3069 | 738 | 0.8027 | 0.5275 | 0.8027 | 0.8959 |
421
+ | 0.6007 | 7.3267 | 740 | 0.8308 | 0.5466 | 0.8308 | 0.9115 |
422
+ | 0.6007 | 7.3465 | 742 | 0.7567 | 0.5757 | 0.7567 | 0.8699 |
423
+ | 0.6007 | 7.3663 | 744 | 0.7253 | 0.5765 | 0.7253 | 0.8516 |
424
+ | 0.6007 | 7.3861 | 746 | 0.7375 | 0.5793 | 0.7375 | 0.8588 |
425
+ | 0.6007 | 7.4059 | 748 | 0.8275 | 0.5934 | 0.8275 | 0.9097 |
426
+ | 0.6007 | 7.4257 | 750 | 0.9019 | 0.5737 | 0.9019 | 0.9497 |
427
+ | 0.6007 | 7.4455 | 752 | 0.7508 | 0.5914 | 0.7508 | 0.8665 |
428
+ | 0.6007 | 7.4653 | 754 | 0.6747 | 0.5764 | 0.6747 | 0.8214 |
429
+ | 0.6007 | 7.4851 | 756 | 0.7099 | 0.5913 | 0.7099 | 0.8425 |
430
+ | 0.6007 | 7.5050 | 758 | 0.8832 | 0.5294 | 0.8832 | 0.9398 |
431
+ | 0.6007 | 7.5248 | 760 | 1.0140 | 0.5282 | 1.0140 | 1.0070 |
432
+ | 0.6007 | 7.5446 | 762 | 0.8869 | 0.5734 | 0.8869 | 0.9417 |
433
+ | 0.6007 | 7.5644 | 764 | 0.7623 | 0.6150 | 0.7623 | 0.8731 |
434
+ | 0.6007 | 7.5842 | 766 | 0.7906 | 0.6070 | 0.7906 | 0.8891 |
435
+ | 0.6007 | 7.6040 | 768 | 1.0373 | 0.5697 | 1.0373 | 1.0185 |
436
+ | 0.6007 | 7.6238 | 770 | 1.1356 | 0.5183 | 1.1356 | 1.0657 |
437
+ | 0.6007 | 7.6436 | 772 | 0.9470 | 0.5196 | 0.9470 | 0.9731 |
438
+ | 0.6007 | 7.6634 | 774 | 0.7305 | 0.5723 | 0.7305 | 0.8547 |
439
+ | 0.6007 | 7.6832 | 776 | 0.6375 | 0.6001 | 0.6375 | 0.7984 |
440
+ | 0.6007 | 7.7030 | 778 | 0.6207 | 0.5985 | 0.6207 | 0.7878 |
441
+ | 0.6007 | 7.7228 | 780 | 0.6641 | 0.6261 | 0.6641 | 0.8149 |
442
+ | 0.6007 | 7.7426 | 782 | 0.8401 | 0.5734 | 0.8401 | 0.9166 |
443
+ | 0.6007 | 7.7624 | 784 | 0.8875 | 0.5830 | 0.8875 | 0.9421 |
444
+ | 0.6007 | 7.7822 | 786 | 0.7890 | 0.6183 | 0.7890 | 0.8883 |
445
+ | 0.6007 | 7.8020 | 788 | 0.7419 | 0.6108 | 0.7419 | 0.8613 |
446
+ | 0.6007 | 7.8218 | 790 | 0.7536 | 0.6050 | 0.7536 | 0.8681 |
447
+ | 0.6007 | 7.8416 | 792 | 0.8445 | 0.5942 | 0.8445 | 0.9190 |
448
+ | 0.6007 | 7.8614 | 794 | 0.8673 | 0.5513 | 0.8673 | 0.9313 |
449
+ | 0.6007 | 7.8812 | 796 | 0.7655 | 0.5840 | 0.7655 | 0.8749 |
450
+ | 0.6007 | 7.9010 | 798 | 0.6561 | 0.6361 | 0.6561 | 0.8100 |
451
+ | 0.6007 | 7.9208 | 800 | 0.6633 | 0.6019 | 0.6633 | 0.8144 |
452
+ | 0.6007 | 7.9406 | 802 | 0.6455 | 0.6260 | 0.6455 | 0.8034 |
453
+ | 0.6007 | 7.9604 | 804 | 0.6349 | 0.6280 | 0.6349 | 0.7968 |
454
+ | 0.6007 | 7.9802 | 806 | 0.7583 | 0.5517 | 0.7583 | 0.8708 |
455
+ | 0.6007 | 8.0 | 808 | 0.8783 | 0.5469 | 0.8783 | 0.9372 |
456
+ | 0.6007 | 8.0198 | 810 | 0.8528 | 0.5601 | 0.8528 | 0.9235 |
457
+ | 0.6007 | 8.0396 | 812 | 0.7387 | 0.6046 | 0.7387 | 0.8595 |
458
+ | 0.6007 | 8.0594 | 814 | 0.6591 | 0.6345 | 0.6591 | 0.8118 |
459
+ | 0.6007 | 8.0792 | 816 | 0.6638 | 0.6088 | 0.6638 | 0.8147 |
460
+ | 0.6007 | 8.0990 | 818 | 0.6308 | 0.6116 | 0.6308 | 0.7942 |
461
+ | 0.6007 | 8.1188 | 820 | 0.6545 | 0.6111 | 0.6545 | 0.8090 |
462
+ | 0.6007 | 8.1386 | 822 | 0.8854 | 0.5264 | 0.8854 | 0.9409 |
463
+ | 0.6007 | 8.1584 | 824 | 1.0154 | 0.5041 | 1.0154 | 1.0077 |
464
+ | 0.6007 | 8.1782 | 826 | 0.9048 | 0.5329 | 0.9048 | 0.9512 |
465
+ | 0.6007 | 8.1980 | 828 | 0.6996 | 0.5964 | 0.6996 | 0.8364 |
466
+ | 0.6007 | 8.2178 | 830 | 0.6321 | 0.6265 | 0.6321 | 0.7950 |
467
+ | 0.6007 | 8.2376 | 832 | 0.6462 | 0.6220 | 0.6462 | 0.8039 |
468
+ | 0.6007 | 8.2574 | 834 | 0.6655 | 0.6148 | 0.6655 | 0.8158 |
469
+ | 0.6007 | 8.2772 | 836 | 0.7661 | 0.5974 | 0.7661 | 0.8753 |
470
+ | 0.6007 | 8.2970 | 838 | 0.9550 | 0.5447 | 0.9550 | 0.9773 |
471
+ | 0.6007 | 8.3168 | 840 | 0.9228 | 0.5212 | 0.9228 | 0.9606 |
472
+ | 0.6007 | 8.3366 | 842 | 0.7565 | 0.5504 | 0.7565 | 0.8698 |
473
+ | 0.6007 | 8.3564 | 844 | 0.6939 | 0.6013 | 0.6939 | 0.8330 |
474
+ | 0.6007 | 8.3762 | 846 | 0.6933 | 0.5993 | 0.6933 | 0.8326 |
475
+ | 0.6007 | 8.3960 | 848 | 0.7811 | 0.6125 | 0.7811 | 0.8838 |
476
+ | 0.6007 | 8.4158 | 850 | 0.9121 | 0.5906 | 0.9121 | 0.9550 |
477
+ | 0.6007 | 8.4356 | 852 | 0.9516 | 0.5863 | 0.9516 | 0.9755 |
478
+ | 0.6007 | 8.4554 | 854 | 0.8475 | 0.5930 | 0.8475 | 0.9206 |
479
+ | 0.6007 | 8.4752 | 856 | 0.7480 | 0.6093 | 0.7480 | 0.8649 |
480
+ | 0.6007 | 8.4950 | 858 | 0.6856 | 0.6169 | 0.6856 | 0.8280 |
481
+ | 0.6007 | 8.5149 | 860 | 0.7193 | 0.5982 | 0.7193 | 0.8481 |
482
+ | 0.6007 | 8.5347 | 862 | 0.7327 | 0.5830 | 0.7327 | 0.8560 |
483
+ | 0.6007 | 8.5545 | 864 | 0.7188 | 0.5923 | 0.7188 | 0.8478 |
484
+ | 0.6007 | 8.5743 | 866 | 0.7895 | 0.5723 | 0.7895 | 0.8886 |
485
+ | 0.6007 | 8.5941 | 868 | 0.8107 | 0.5761 | 0.8107 | 0.9004 |
486
+ | 0.6007 | 8.6139 | 870 | 0.8341 | 0.5640 | 0.8342 | 0.9133 |
487
+ | 0.6007 | 8.6337 | 872 | 0.8026 | 0.5590 | 0.8026 | 0.8959 |
488
+ | 0.6007 | 8.6535 | 874 | 0.8059 | 0.5600 | 0.8059 | 0.8977 |
489
+ | 0.6007 | 8.6733 | 876 | 0.7043 | 0.6065 | 0.7043 | 0.8392 |
490
+ | 0.6007 | 8.6931 | 878 | 0.6988 | 0.6156 | 0.6988 | 0.8359 |
491
+ | 0.6007 | 8.7129 | 880 | 0.7891 | 0.5870 | 0.7891 | 0.8883 |
492
+ | 0.6007 | 8.7327 | 882 | 0.9279 | 0.5220 | 0.9279 | 0.9633 |
493
+ | 0.6007 | 8.7525 | 884 | 0.9951 | 0.5382 | 0.9951 | 0.9976 |
494
+ | 0.6007 | 8.7723 | 886 | 0.9042 | 0.5606 | 0.9042 | 0.9509 |
495
+ | 0.6007 | 8.7921 | 888 | 0.7493 | 0.6129 | 0.7493 | 0.8656 |
496
+ | 0.6007 | 8.8119 | 890 | 0.6895 | 0.5990 | 0.6895 | 0.8304 |
497
+ | 0.6007 | 8.8317 | 892 | 0.7175 | 0.6130 | 0.7175 | 0.8470 |
498
+ | 0.6007 | 8.8515 | 894 | 0.7901 | 0.5781 | 0.7901 | 0.8889 |
499
+ | 0.6007 | 8.8713 | 896 | 0.8867 | 0.5508 | 0.8867 | 0.9416 |
500
+ | 0.6007 | 8.8911 | 898 | 0.8398 | 0.5485 | 0.8398 | 0.9164 |
501
+ | 0.6007 | 8.9109 | 900 | 0.7572 | 0.5933 | 0.7572 | 0.8702 |
502
+ | 0.6007 | 8.9307 | 902 | 0.7579 | 0.5919 | 0.7579 | 0.8705 |
503
+ | 0.6007 | 8.9505 | 904 | 0.8407 | 0.5650 | 0.8407 | 0.9169 |
504
+ | 0.6007 | 8.9703 | 906 | 0.8261 | 0.5809 | 0.8261 | 0.9089 |
505
+ | 0.6007 | 8.9901 | 908 | 0.8019 | 0.5854 | 0.8019 | 0.8955 |
506
+ | 0.6007 | 9.0099 | 910 | 0.8109 | 0.5831 | 0.8109 | 0.9005 |
507
+ | 0.6007 | 9.0297 | 912 | 0.7845 | 0.5761 | 0.7845 | 0.8857 |
508
+ | 0.6007 | 9.0495 | 914 | 0.7536 | 0.5644 | 0.7536 | 0.8681 |
509
+ | 0.6007 | 9.0693 | 916 | 0.7810 | 0.5344 | 0.7810 | 0.8837 |
510
+ | 0.6007 | 9.0891 | 918 | 0.8615 | 0.5177 | 0.8615 | 0.9282 |
511
+ | 0.6007 | 9.1089 | 920 | 0.9276 | 0.5033 | 0.9276 | 0.9631 |
512
+ | 0.6007 | 9.1287 | 922 | 0.9095 | 0.5338 | 0.9095 | 0.9537 |
513
+ | 0.6007 | 9.1485 | 924 | 0.8150 | 0.6093 | 0.8150 | 0.9028 |
514
+ | 0.6007 | 9.1683 | 926 | 0.8768 | 0.5736 | 0.8768 | 0.9364 |
515
+ | 0.6007 | 9.1881 | 928 | 0.8707 | 0.5943 | 0.8707 | 0.9331 |
516
+ | 0.6007 | 9.2079 | 930 | 0.7401 | 0.6255 | 0.7401 | 0.8603 |
517
+ | 0.6007 | 9.2277 | 932 | 0.6925 | 0.6188 | 0.6925 | 0.8322 |
518
+ | 0.6007 | 9.2475 | 934 | 0.6544 | 0.6213 | 0.6544 | 0.8089 |
519
+ | 0.6007 | 9.2673 | 936 | 0.7516 | 0.6228 | 0.7516 | 0.8669 |
520
+ | 0.6007 | 9.2871 | 938 | 0.9743 | 0.5442 | 0.9743 | 0.9871 |
521
+ | 0.6007 | 9.3069 | 940 | 1.0432 | 0.5310 | 1.0432 | 1.0214 |
522
+ | 0.6007 | 9.3267 | 942 | 0.8517 | 0.5541 | 0.8517 | 0.9229 |
523
+ | 0.6007 | 9.3465 | 944 | 0.6523 | 0.6087 | 0.6523 | 0.8076 |
524
+ | 0.6007 | 9.3663 | 946 | 0.6225 | 0.5876 | 0.6225 | 0.7890 |
525
+ | 0.6007 | 9.3861 | 948 | 0.6421 | 0.6158 | 0.6421 | 0.8013 |
526
+ | 0.6007 | 9.4059 | 950 | 0.6994 | 0.5864 | 0.6994 | 0.8363 |
527
+ | 0.6007 | 9.4257 | 952 | 0.9115 | 0.5800 | 0.9115 | 0.9547 |
528
+ | 0.6007 | 9.4455 | 954 | 0.9569 | 0.5710 | 0.9569 | 0.9782 |
529
+ | 0.6007 | 9.4653 | 956 | 0.8734 | 0.5960 | 0.8734 | 0.9345 |
530
+ | 0.6007 | 9.4851 | 958 | 0.6966 | 0.5967 | 0.6966 | 0.8346 |
531
+ | 0.6007 | 9.5050 | 960 | 0.6440 | 0.6378 | 0.6440 | 0.8025 |
532
+ | 0.6007 | 9.5248 | 962 | 0.6521 | 0.6199 | 0.6521 | 0.8075 |
533
+ | 0.6007 | 9.5446 | 964 | 0.7318 | 0.6131 | 0.7318 | 0.8554 |
534
+ | 0.6007 | 9.5644 | 966 | 0.8975 | 0.5469 | 0.8975 | 0.9474 |
535
+ | 0.6007 | 9.5842 | 968 | 0.9789 | 0.5307 | 0.9789 | 0.9894 |
536
+ | 0.6007 | 9.6040 | 970 | 0.8690 | 0.5515 | 0.8690 | 0.9322 |
537
+ | 0.6007 | 9.6238 | 972 | 0.6885 | 0.5999 | 0.6885 | 0.8298 |
538
+ | 0.6007 | 9.6436 | 974 | 0.6024 | 0.6251 | 0.6024 | 0.7761 |
539
+ | 0.6007 | 9.6634 | 976 | 0.6146 | 0.5807 | 0.6146 | 0.7840 |
540
+ | 0.6007 | 9.6832 | 978 | 0.6235 | 0.6096 | 0.6235 | 0.7896 |
541
+ | 0.6007 | 9.7030 | 980 | 0.6574 | 0.6150 | 0.6574 | 0.8108 |
542
+ | 0.6007 | 9.7228 | 982 | 0.7433 | 0.5951 | 0.7433 | 0.8621 |
543
+ | 0.6007 | 9.7426 | 984 | 0.8830 | 0.5621 | 0.8830 | 0.9397 |
544
+ | 0.6007 | 9.7624 | 986 | 0.8699 | 0.5398 | 0.8699 | 0.9327 |
545
+ | 0.6007 | 9.7822 | 988 | 0.7445 | 0.5894 | 0.7445 | 0.8629 |
546
+ | 0.6007 | 9.8020 | 990 | 0.6518 | 0.6195 | 0.6518 | 0.8073 |
547
+ | 0.6007 | 9.8218 | 992 | 0.6824 | 0.6212 | 0.6824 | 0.8261 |
548
+ | 0.6007 | 9.8416 | 994 | 0.7717 | 0.6197 | 0.7717 | 0.8784 |
549
+ | 0.6007 | 9.8614 | 996 | 0.8252 | 0.6275 | 0.8252 | 0.9084 |
550
+ | 0.6007 | 9.8812 | 998 | 0.8361 | 0.6080 | 0.8361 | 0.9144 |
551
+ | 0.1806 | 9.9010 | 1000 | 0.8547 | 0.5947 | 0.8547 | 0.9245 |
552
+ | 0.1806 | 9.9208 | 1002 | 0.8380 | 0.5795 | 0.8380 | 0.9154 |
553
+ | 0.1806 | 9.9406 | 1004 | 0.7574 | 0.5903 | 0.7574 | 0.8703 |
554
+ | 0.1806 | 9.9604 | 1006 | 0.7028 | 0.5949 | 0.7028 | 0.8383 |
555
+ | 0.1806 | 9.9802 | 1008 | 0.7067 | 0.5820 | 0.7067 | 0.8406 |
556
+ | 0.1806 | 10.0 | 1010 | 0.8098 | 0.5454 | 0.8098 | 0.8999 |
557
+ | 0.1806 | 10.0198 | 1012 | 0.9257 | 0.5075 | 0.9257 | 0.9621 |
558
+ | 0.1806 | 10.0396 | 1014 | 0.9586 | 0.5273 | 0.9586 | 0.9791 |
559
+ | 0.1806 | 10.0594 | 1016 | 0.8416 | 0.5640 | 0.8416 | 0.9174 |
560
 
561
 
562
  ### Framework versions