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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_task2_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_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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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k13_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: 0.8716
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- - Qwk: 0.5029
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- - Mse: 0.8716
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- - Rmse: 0.9336
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  ## Model description
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@@ -49,264 +49,394 @@ 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 | 0.0270 | 2 | 4.5371 | 0.0163 | 4.5371 | 2.1301 |
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- | No log | 0.0541 | 4 | 2.5560 | 0.0554 | 2.5560 | 1.5988 |
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- | No log | 0.0811 | 6 | 1.6001 | 0.0504 | 1.6001 | 1.2650 |
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- | No log | 0.1081 | 8 | 1.2120 | 0.1517 | 1.2120 | 1.1009 |
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- | No log | 0.1351 | 10 | 1.1295 | 0.2233 | 1.1295 | 1.0628 |
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- | No log | 0.1622 | 12 | 1.1435 | 0.2023 | 1.1435 | 1.0694 |
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- | No log | 0.1892 | 14 | 1.1249 | 0.1773 | 1.1249 | 1.0606 |
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- | No log | 0.2162 | 16 | 1.0802 | 0.2257 | 1.0802 | 1.0393 |
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- | No log | 0.2432 | 18 | 1.0532 | 0.2731 | 1.0532 | 1.0262 |
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- | No log | 0.2703 | 20 | 1.0315 | 0.3404 | 1.0315 | 1.0156 |
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- | No log | 0.2973 | 22 | 1.0817 | 0.3411 | 1.0817 | 1.0400 |
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- | No log | 0.3243 | 24 | 1.1050 | 0.2515 | 1.1050 | 1.0512 |
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- | No log | 0.3514 | 26 | 0.9852 | 0.4075 | 0.9852 | 0.9926 |
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- | No log | 0.3784 | 28 | 1.0752 | 0.3955 | 1.0752 | 1.0369 |
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- | No log | 0.4054 | 30 | 1.6314 | 0.1512 | 1.6314 | 1.2773 |
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- | No log | 0.4324 | 32 | 1.5090 | 0.1448 | 1.5090 | 1.2284 |
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- | No log | 0.4595 | 34 | 1.0883 | 0.3086 | 1.0883 | 1.0432 |
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- | No log | 0.4865 | 36 | 1.0113 | 0.3151 | 1.0113 | 1.0056 |
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- | No log | 0.5135 | 38 | 0.9780 | 0.3462 | 0.9780 | 0.9890 |
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- | No log | 0.5405 | 40 | 1.0241 | 0.3798 | 1.0241 | 1.0120 |
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- | No log | 0.5676 | 42 | 0.9280 | 0.4945 | 0.9280 | 0.9633 |
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- | No log | 0.5946 | 44 | 0.9652 | 0.3816 | 0.9652 | 0.9824 |
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- | No log | 0.6216 | 46 | 1.0881 | 0.4414 | 1.0881 | 1.0431 |
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- | No log | 0.6486 | 48 | 1.0700 | 0.4722 | 1.0700 | 1.0344 |
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- | No log | 0.6757 | 50 | 0.8942 | 0.4726 | 0.8942 | 0.9456 |
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- | No log | 0.7027 | 52 | 0.9880 | 0.4057 | 0.9880 | 0.9940 |
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- | No log | 0.7297 | 54 | 1.0929 | 0.3620 | 1.0929 | 1.0454 |
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- | No log | 0.7568 | 56 | 1.0165 | 0.4776 | 1.0165 | 1.0082 |
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- | No log | 0.7838 | 58 | 0.7943 | 0.6023 | 0.7943 | 0.8912 |
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- | No log | 0.8108 | 60 | 0.9954 | 0.5192 | 0.9954 | 0.9977 |
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- | No log | 0.8378 | 62 | 1.1706 | 0.5409 | 1.1706 | 1.0819 |
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- | No log | 0.8649 | 64 | 0.9111 | 0.5077 | 0.9111 | 0.9545 |
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- | No log | 0.8919 | 66 | 0.7321 | 0.5797 | 0.7321 | 0.8556 |
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- | No log | 0.9189 | 68 | 0.8754 | 0.5388 | 0.8754 | 0.9356 |
86
- | No log | 0.9459 | 70 | 1.1108 | 0.3741 | 1.1108 | 1.0540 |
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- | No log | 0.9730 | 72 | 1.0038 | 0.4329 | 1.0038 | 1.0019 |
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- | No log | 1.0 | 74 | 0.7634 | 0.6117 | 0.7634 | 0.8737 |
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- | No log | 1.0270 | 76 | 0.7251 | 0.6175 | 0.7251 | 0.8515 |
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- | No log | 1.0541 | 78 | 0.8743 | 0.6073 | 0.8743 | 0.9351 |
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- | No log | 1.0811 | 80 | 0.8879 | 0.5930 | 0.8879 | 0.9423 |
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- | No log | 1.1081 | 82 | 0.7728 | 0.6073 | 0.7728 | 0.8791 |
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- | No log | 1.1351 | 84 | 0.6930 | 0.6748 | 0.6930 | 0.8325 |
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- | No log | 1.1622 | 86 | 0.7908 | 0.5920 | 0.7908 | 0.8892 |
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- | No log | 1.1892 | 88 | 0.7706 | 0.5655 | 0.7706 | 0.8778 |
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- | No log | 1.2162 | 90 | 0.6836 | 0.6176 | 0.6836 | 0.8268 |
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- | No log | 1.2432 | 92 | 0.6811 | 0.6019 | 0.6811 | 0.8253 |
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- | No log | 1.2703 | 94 | 0.7016 | 0.6025 | 0.7016 | 0.8376 |
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- | No log | 1.2973 | 96 | 0.8474 | 0.4621 | 0.8474 | 0.9205 |
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- | No log | 1.3243 | 98 | 0.7566 | 0.5840 | 0.7566 | 0.8698 |
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- | No log | 1.3514 | 100 | 0.6996 | 0.6272 | 0.6996 | 0.8364 |
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- | No log | 1.3784 | 102 | 0.9095 | 0.6102 | 0.9095 | 0.9537 |
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- | No log | 1.4054 | 104 | 1.1709 | 0.5241 | 1.1709 | 1.0821 |
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- | No log | 1.4324 | 106 | 1.0962 | 0.5579 | 1.0962 | 1.0470 |
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- | No log | 1.4595 | 108 | 0.8729 | 0.6146 | 0.8729 | 0.9343 |
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- | No log | 1.4865 | 110 | 0.7288 | 0.6443 | 0.7288 | 0.8537 |
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- | No log | 1.5135 | 112 | 0.7437 | 0.6413 | 0.7437 | 0.8624 |
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- | No log | 1.5405 | 114 | 0.8208 | 0.5733 | 0.8208 | 0.9060 |
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- | No log | 1.5676 | 116 | 0.7586 | 0.5757 | 0.7586 | 0.8710 |
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- | No log | 1.5946 | 118 | 0.7500 | 0.6004 | 0.7500 | 0.8660 |
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- | No log | 1.6216 | 120 | 0.6728 | 0.6332 | 0.6728 | 0.8202 |
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- | No log | 1.6486 | 122 | 0.6779 | 0.6061 | 0.6779 | 0.8233 |
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- | No log | 1.6757 | 124 | 0.6897 | 0.5971 | 0.6897 | 0.8305 |
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- | No log | 1.7027 | 126 | 0.7158 | 0.5963 | 0.7158 | 0.8461 |
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- | No log | 1.7297 | 128 | 0.7076 | 0.6746 | 0.7076 | 0.8412 |
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- | No log | 1.7568 | 130 | 0.8323 | 0.5766 | 0.8323 | 0.9123 |
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- | No log | 1.7838 | 132 | 1.0607 | 0.5199 | 1.0607 | 1.0299 |
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- | No log | 1.8108 | 134 | 1.1491 | 0.5028 | 1.1491 | 1.0720 |
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- | No log | 1.8378 | 136 | 0.9945 | 0.5504 | 0.9945 | 0.9972 |
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- | No log | 1.8649 | 138 | 0.8189 | 0.5779 | 0.8189 | 0.9049 |
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- | No log | 1.8919 | 140 | 0.6831 | 0.6254 | 0.6831 | 0.8265 |
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- | No log | 1.9189 | 142 | 0.9512 | 0.4218 | 0.9512 | 0.9753 |
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- | No log | 1.9459 | 144 | 0.9517 | 0.4974 | 0.9517 | 0.9756 |
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- | No log | 1.9730 | 146 | 0.8734 | 0.5134 | 0.8734 | 0.9346 |
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- | No log | 2.0 | 148 | 0.7630 | 0.5551 | 0.7630 | 0.8735 |
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- | No log | 2.0270 | 150 | 0.7278 | 0.6244 | 0.7278 | 0.8531 |
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- | No log | 2.0541 | 152 | 0.8882 | 0.5959 | 0.8882 | 0.9424 |
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- | No log | 2.0811 | 154 | 0.9066 | 0.5444 | 0.9066 | 0.9522 |
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- | No log | 2.1081 | 156 | 0.8712 | 0.5576 | 0.8712 | 0.9334 |
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- | No log | 2.1351 | 158 | 0.7476 | 0.5959 | 0.7476 | 0.8646 |
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- | No log | 2.1622 | 160 | 0.7186 | 0.5553 | 0.7186 | 0.8477 |
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- | No log | 2.1892 | 162 | 0.7320 | 0.6154 | 0.7320 | 0.8555 |
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- | No log | 2.2162 | 164 | 0.8252 | 0.5766 | 0.8252 | 0.9084 |
134
- | No log | 2.2432 | 166 | 0.9275 | 0.5614 | 0.9275 | 0.9631 |
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- | No log | 2.2703 | 168 | 0.9940 | 0.4977 | 0.9940 | 0.9970 |
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- | No log | 2.2973 | 170 | 0.8667 | 0.5601 | 0.8667 | 0.9309 |
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- | No log | 2.3243 | 172 | 0.7207 | 0.5898 | 0.7207 | 0.8489 |
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- | No log | 2.3514 | 174 | 0.6771 | 0.6485 | 0.6771 | 0.8229 |
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- | No log | 2.3784 | 176 | 0.7257 | 0.5440 | 0.7257 | 0.8519 |
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- | No log | 2.4054 | 178 | 0.6990 | 0.5505 | 0.6990 | 0.8361 |
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- | No log | 2.4324 | 180 | 0.6516 | 0.6386 | 0.6516 | 0.8072 |
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- | No log | 2.4595 | 182 | 0.7629 | 0.5947 | 0.7629 | 0.8734 |
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- | No log | 2.4865 | 184 | 1.2327 | 0.5247 | 1.2327 | 1.1103 |
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- | No log | 2.5135 | 186 | 1.4917 | 0.4750 | 1.4917 | 1.2214 |
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- | No log | 2.5405 | 188 | 1.3277 | 0.4852 | 1.3277 | 1.1523 |
146
- | No log | 2.5676 | 190 | 1.0093 | 0.4885 | 1.0093 | 1.0046 |
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- | No log | 2.5946 | 192 | 0.7737 | 0.5895 | 0.7737 | 0.8796 |
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- | No log | 2.6216 | 194 | 0.9693 | 0.4153 | 0.9693 | 0.9845 |
149
- | No log | 2.6486 | 196 | 1.3371 | 0.2616 | 1.3371 | 1.1563 |
150
- | No log | 2.6757 | 198 | 1.3048 | 0.2278 | 1.3048 | 1.1423 |
151
- | No log | 2.7027 | 200 | 0.9643 | 0.4225 | 0.9643 | 0.9820 |
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- | No log | 2.7297 | 202 | 0.8673 | 0.4852 | 0.8673 | 0.9313 |
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- | No log | 2.7568 | 204 | 1.0356 | 0.4841 | 1.0356 | 1.0176 |
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- | No log | 2.7838 | 206 | 1.1451 | 0.4505 | 1.1451 | 1.0701 |
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- | No log | 2.8108 | 208 | 1.0730 | 0.4052 | 1.0730 | 1.0359 |
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- | No log | 2.8378 | 210 | 0.8878 | 0.5028 | 0.8878 | 0.9422 |
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- | No log | 2.8649 | 212 | 0.8487 | 0.4976 | 0.8487 | 0.9212 |
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- | No log | 2.8919 | 214 | 0.8341 | 0.4783 | 0.8341 | 0.9133 |
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- | No log | 2.9189 | 216 | 0.7860 | 0.5520 | 0.7860 | 0.8866 |
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- | No log | 2.9459 | 218 | 0.7661 | 0.5779 | 0.7661 | 0.8753 |
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- | No log | 2.9730 | 220 | 0.7672 | 0.5382 | 0.7672 | 0.8759 |
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- | No log | 3.0 | 222 | 0.8128 | 0.5022 | 0.8128 | 0.9016 |
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- | No log | 3.0270 | 224 | 0.7893 | 0.5219 | 0.7893 | 0.8885 |
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- | No log | 3.0541 | 226 | 0.7408 | 0.5143 | 0.7408 | 0.8607 |
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- | No log | 3.0811 | 228 | 0.7901 | 0.5649 | 0.7901 | 0.8889 |
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- | No log | 3.1081 | 230 | 0.8319 | 0.5513 | 0.8319 | 0.9121 |
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- | No log | 3.1351 | 232 | 0.8227 | 0.5691 | 0.8227 | 0.9070 |
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- | No log | 3.1622 | 234 | 0.8380 | 0.5691 | 0.8380 | 0.9154 |
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- | No log | 3.1892 | 236 | 0.7987 | 0.6101 | 0.7987 | 0.8937 |
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- | No log | 3.2162 | 238 | 0.8035 | 0.5712 | 0.8035 | 0.8964 |
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- | No log | 3.2432 | 240 | 0.8619 | 0.5690 | 0.8619 | 0.9284 |
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- | No log | 3.2703 | 242 | 0.8910 | 0.5794 | 0.8910 | 0.9439 |
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- | No log | 3.2973 | 244 | 0.9367 | 0.5794 | 0.9367 | 0.9678 |
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- | No log | 3.3243 | 246 | 1.0302 | 0.5626 | 1.0302 | 1.0150 |
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- | No log | 3.3514 | 248 | 1.0324 | 0.5750 | 1.0324 | 1.0161 |
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- | No log | 3.3784 | 250 | 1.1077 | 0.4482 | 1.1077 | 1.0525 |
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- | No log | 3.4054 | 252 | 1.0552 | 0.4300 | 1.0552 | 1.0272 |
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- | No log | 3.4324 | 254 | 0.9644 | 0.3785 | 0.9644 | 0.9820 |
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- | No log | 3.4595 | 256 | 0.8626 | 0.3975 | 0.8626 | 0.9288 |
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- | No log | 3.4865 | 258 | 0.8377 | 0.5202 | 0.8377 | 0.9152 |
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- | No log | 3.5135 | 260 | 0.7792 | 0.5892 | 0.7792 | 0.8827 |
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- | No log | 3.5405 | 262 | 0.7642 | 0.5938 | 0.7642 | 0.8742 |
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- | No log | 3.5676 | 264 | 0.7789 | 0.5216 | 0.7789 | 0.8825 |
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- | No log | 3.5946 | 266 | 0.8036 | 0.4508 | 0.8036 | 0.8964 |
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- | No log | 3.6216 | 268 | 0.8728 | 0.5611 | 0.8728 | 0.9342 |
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- | No log | 3.6486 | 270 | 0.9103 | 0.5920 | 0.9103 | 0.9541 |
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- | No log | 3.6757 | 272 | 0.9134 | 0.5814 | 0.9134 | 0.9557 |
188
- | No log | 3.7027 | 274 | 0.8663 | 0.5836 | 0.8663 | 0.9308 |
189
- | No log | 3.7297 | 276 | 0.8058 | 0.6498 | 0.8058 | 0.8977 |
190
- | No log | 3.7568 | 278 | 0.8327 | 0.5228 | 0.8327 | 0.9125 |
191
- | No log | 3.7838 | 280 | 0.8827 | 0.4458 | 0.8827 | 0.9395 |
192
- | No log | 3.8108 | 282 | 0.8608 | 0.5291 | 0.8608 | 0.9278 |
193
- | No log | 3.8378 | 284 | 0.8920 | 0.5055 | 0.8920 | 0.9444 |
194
- | No log | 3.8649 | 286 | 0.9640 | 0.4959 | 0.9640 | 0.9818 |
195
- | No log | 3.8919 | 288 | 1.0107 | 0.4615 | 1.0107 | 1.0053 |
196
- | No log | 3.9189 | 290 | 0.9590 | 0.3771 | 0.9590 | 0.9793 |
197
- | No log | 3.9459 | 292 | 0.9251 | 0.3847 | 0.9251 | 0.9618 |
198
- | No log | 3.9730 | 294 | 0.9246 | 0.4065 | 0.9246 | 0.9616 |
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- | No log | 4.0 | 296 | 0.9350 | 0.4519 | 0.9350 | 0.9669 |
200
- | No log | 4.0270 | 298 | 0.8490 | 0.4785 | 0.8490 | 0.9214 |
201
- | No log | 4.0541 | 300 | 0.7567 | 0.5415 | 0.7567 | 0.8699 |
202
- | No log | 4.0811 | 302 | 0.7759 | 0.5451 | 0.7759 | 0.8809 |
203
- | No log | 4.1081 | 304 | 0.7793 | 0.5575 | 0.7793 | 0.8828 |
204
- | No log | 4.1351 | 306 | 0.7175 | 0.6022 | 0.7175 | 0.8471 |
205
- | No log | 4.1622 | 308 | 0.7160 | 0.5713 | 0.7160 | 0.8461 |
206
- | No log | 4.1892 | 310 | 0.9105 | 0.5750 | 0.9105 | 0.9542 |
207
- | No log | 4.2162 | 312 | 1.0611 | 0.5273 | 1.0611 | 1.0301 |
208
- | No log | 4.2432 | 314 | 0.9984 | 0.5659 | 0.9984 | 0.9992 |
209
- | No log | 4.2703 | 316 | 0.8245 | 0.5669 | 0.8245 | 0.9080 |
210
- | No log | 4.2973 | 318 | 0.6982 | 0.6687 | 0.6982 | 0.8356 |
211
- | No log | 4.3243 | 320 | 0.6927 | 0.6402 | 0.6927 | 0.8323 |
212
- | No log | 4.3514 | 322 | 0.7178 | 0.6585 | 0.7178 | 0.8472 |
213
- | No log | 4.3784 | 324 | 0.8427 | 0.5466 | 0.8427 | 0.9180 |
214
- | No log | 4.4054 | 326 | 0.9153 | 0.5533 | 0.9153 | 0.9567 |
215
- | No log | 4.4324 | 328 | 0.9198 | 0.5893 | 0.9198 | 0.9591 |
216
- | No log | 4.4595 | 330 | 0.8525 | 0.5793 | 0.8525 | 0.9233 |
217
- | No log | 4.4865 | 332 | 0.7889 | 0.5390 | 0.7889 | 0.8882 |
218
- | No log | 4.5135 | 334 | 0.7401 | 0.5302 | 0.7401 | 0.8603 |
219
- | No log | 4.5405 | 336 | 0.7346 | 0.5902 | 0.7346 | 0.8571 |
220
- | No log | 4.5676 | 338 | 0.7384 | 0.5923 | 0.7384 | 0.8593 |
221
- | No log | 4.5946 | 340 | 0.7445 | 0.5848 | 0.7445 | 0.8628 |
222
- | No log | 4.6216 | 342 | 0.8023 | 0.5947 | 0.8023 | 0.8957 |
223
- | No log | 4.6486 | 344 | 0.9334 | 0.5766 | 0.9334 | 0.9661 |
224
- | No log | 4.6757 | 346 | 1.0010 | 0.6170 | 1.0010 | 1.0005 |
225
- | No log | 4.7027 | 348 | 0.9969 | 0.6023 | 0.9969 | 0.9984 |
226
- | No log | 4.7297 | 350 | 0.9298 | 0.5926 | 0.9298 | 0.9643 |
227
- | No log | 4.7568 | 352 | 0.7885 | 0.5562 | 0.7885 | 0.8880 |
228
- | No log | 4.7838 | 354 | 0.7309 | 0.5483 | 0.7309 | 0.8549 |
229
- | No log | 4.8108 | 356 | 0.7337 | 0.5358 | 0.7337 | 0.8566 |
230
- | No log | 4.8378 | 358 | 0.7677 | 0.6319 | 0.7677 | 0.8762 |
231
- | No log | 4.8649 | 360 | 0.8895 | 0.5531 | 0.8895 | 0.9431 |
232
- | No log | 4.8919 | 362 | 0.9440 | 0.5509 | 0.9440 | 0.9716 |
233
- | No log | 4.9189 | 364 | 0.9707 | 0.5649 | 0.9707 | 0.9853 |
234
- | No log | 4.9459 | 366 | 0.8808 | 0.5509 | 0.8808 | 0.9385 |
235
- | No log | 4.9730 | 368 | 0.7760 | 0.5218 | 0.7760 | 0.8809 |
236
- | No log | 5.0 | 370 | 0.7185 | 0.5805 | 0.7185 | 0.8476 |
237
- | No log | 5.0270 | 372 | 0.7155 | 0.5458 | 0.7155 | 0.8459 |
238
- | No log | 5.0541 | 374 | 0.7269 | 0.4964 | 0.7269 | 0.8526 |
239
- | No log | 5.0811 | 376 | 0.7336 | 0.4933 | 0.7336 | 0.8565 |
240
- | No log | 5.1081 | 378 | 0.7413 | 0.5336 | 0.7413 | 0.8610 |
241
- | No log | 5.1351 | 380 | 0.7483 | 0.5131 | 0.7483 | 0.8651 |
242
- | No log | 5.1622 | 382 | 0.7711 | 0.5968 | 0.7711 | 0.8781 |
243
- | No log | 5.1892 | 384 | 0.7645 | 0.6097 | 0.7645 | 0.8744 |
244
- | No log | 5.2162 | 386 | 0.7516 | 0.5559 | 0.7516 | 0.8669 |
245
- | No log | 5.2432 | 388 | 0.7575 | 0.5873 | 0.7575 | 0.8703 |
246
- | No log | 5.2703 | 390 | 0.7799 | 0.5720 | 0.7799 | 0.8831 |
247
- | No log | 5.2973 | 392 | 0.7933 | 0.5806 | 0.7933 | 0.8907 |
248
- | No log | 5.3243 | 394 | 0.8021 | 0.5562 | 0.8021 | 0.8956 |
249
- | No log | 5.3514 | 396 | 0.7699 | 0.5279 | 0.7699 | 0.8774 |
250
- | No log | 5.3784 | 398 | 0.7659 | 0.4385 | 0.7659 | 0.8752 |
251
- | No log | 5.4054 | 400 | 0.7648 | 0.4479 | 0.7648 | 0.8745 |
252
- | No log | 5.4324 | 402 | 0.7623 | 0.4728 | 0.7623 | 0.8731 |
253
- | No log | 5.4595 | 404 | 0.7528 | 0.4620 | 0.7528 | 0.8676 |
254
- | No log | 5.4865 | 406 | 0.7600 | 0.4902 | 0.7600 | 0.8718 |
255
- | No log | 5.5135 | 408 | 0.7744 | 0.5610 | 0.7744 | 0.8800 |
256
- | No log | 5.5405 | 410 | 0.8333 | 0.5448 | 0.8333 | 0.9129 |
257
- | No log | 5.5676 | 412 | 0.8461 | 0.5515 | 0.8461 | 0.9199 |
258
- | No log | 5.5946 | 414 | 0.9113 | 0.5830 | 0.9113 | 0.9546 |
259
- | No log | 5.6216 | 416 | 0.8955 | 0.5830 | 0.8955 | 0.9463 |
260
- | No log | 5.6486 | 418 | 0.8003 | 0.5865 | 0.8003 | 0.8946 |
261
- | No log | 5.6757 | 420 | 0.7484 | 0.5611 | 0.7484 | 0.8651 |
262
- | No log | 5.7027 | 422 | 0.7190 | 0.5722 | 0.7190 | 0.8480 |
263
- | No log | 5.7297 | 424 | 0.7227 | 0.5611 | 0.7227 | 0.8501 |
264
- | No log | 5.7568 | 426 | 0.7155 | 0.5815 | 0.7155 | 0.8459 |
265
- | No log | 5.7838 | 428 | 0.7279 | 0.5585 | 0.7279 | 0.8531 |
266
- | No log | 5.8108 | 430 | 0.7363 | 0.5585 | 0.7363 | 0.8581 |
267
- | No log | 5.8378 | 432 | 0.6867 | 0.5585 | 0.6867 | 0.8287 |
268
- | No log | 5.8649 | 434 | 0.6314 | 0.6015 | 0.6314 | 0.7946 |
269
- | No log | 5.8919 | 436 | 0.6188 | 0.6698 | 0.6188 | 0.7866 |
270
- | No log | 5.9189 | 438 | 0.6240 | 0.6252 | 0.6240 | 0.7899 |
271
- | No log | 5.9459 | 440 | 0.6325 | 0.6242 | 0.6325 | 0.7953 |
272
- | No log | 5.9730 | 442 | 0.6728 | 0.4824 | 0.6728 | 0.8203 |
273
- | No log | 6.0 | 444 | 0.7177 | 0.4879 | 0.7177 | 0.8472 |
274
- | No log | 6.0270 | 446 | 0.7326 | 0.4879 | 0.7326 | 0.8559 |
275
- | No log | 6.0541 | 448 | 0.7244 | 0.5014 | 0.7244 | 0.8511 |
276
- | No log | 6.0811 | 450 | 0.6921 | 0.5524 | 0.6921 | 0.8319 |
277
- | No log | 6.1081 | 452 | 0.6703 | 0.5648 | 0.6703 | 0.8187 |
278
- | No log | 6.1351 | 454 | 0.6643 | 0.5770 | 0.6643 | 0.8151 |
279
- | No log | 6.1622 | 456 | 0.6828 | 0.5716 | 0.6828 | 0.8263 |
280
- | No log | 6.1892 | 458 | 0.7015 | 0.5543 | 0.7015 | 0.8376 |
281
- | No log | 6.2162 | 460 | 0.7485 | 0.5991 | 0.7485 | 0.8652 |
282
- | No log | 6.2432 | 462 | 0.7735 | 0.5991 | 0.7735 | 0.8795 |
283
- | No log | 6.2703 | 464 | 0.7674 | 0.5991 | 0.7674 | 0.8760 |
284
- | No log | 6.2973 | 466 | 0.7636 | 0.5991 | 0.7636 | 0.8739 |
285
- | No log | 6.3243 | 468 | 0.7911 | 0.6154 | 0.7911 | 0.8894 |
286
- | No log | 6.3514 | 470 | 0.7887 | 0.6154 | 0.7887 | 0.8881 |
287
- | No log | 6.3784 | 472 | 0.7865 | 0.6038 | 0.7865 | 0.8868 |
288
- | No log | 6.4054 | 474 | 0.7523 | 0.5905 | 0.7523 | 0.8673 |
289
- | No log | 6.4324 | 476 | 0.7298 | 0.5727 | 0.7298 | 0.8543 |
290
- | No log | 6.4595 | 478 | 0.7459 | 0.5424 | 0.7459 | 0.8636 |
291
- | No log | 6.4865 | 480 | 0.7824 | 0.5246 | 0.7824 | 0.8846 |
292
- | No log | 6.5135 | 482 | 0.7720 | 0.5295 | 0.7720 | 0.8786 |
293
- | No log | 6.5405 | 484 | 0.7371 | 0.4611 | 0.7371 | 0.8585 |
294
- | No log | 6.5676 | 486 | 0.7082 | 0.5849 | 0.7082 | 0.8415 |
295
- | No log | 6.5946 | 488 | 0.7257 | 0.5766 | 0.7257 | 0.8519 |
296
- | No log | 6.6216 | 490 | 0.7340 | 0.5247 | 0.7340 | 0.8568 |
297
- | No log | 6.6486 | 492 | 0.7130 | 0.5318 | 0.7130 | 0.8444 |
298
- | No log | 6.6757 | 494 | 0.6983 | 0.6321 | 0.6983 | 0.8356 |
299
- | No log | 6.7027 | 496 | 0.6878 | 0.6840 | 0.6878 | 0.8294 |
300
- | No log | 6.7297 | 498 | 0.7189 | 0.6691 | 0.7189 | 0.8479 |
301
- | 0.3657 | 6.7568 | 500 | 0.7898 | 0.5818 | 0.7898 | 0.8887 |
302
- | 0.3657 | 6.7838 | 502 | 0.8013 | 0.5637 | 0.8013 | 0.8951 |
303
- | 0.3657 | 6.8108 | 504 | 0.7740 | 0.5934 | 0.7740 | 0.8798 |
304
- | 0.3657 | 6.8378 | 506 | 0.7761 | 0.5881 | 0.7761 | 0.8810 |
305
- | 0.3657 | 6.8649 | 508 | 0.7499 | 0.5569 | 0.7499 | 0.8659 |
306
- | 0.3657 | 6.8919 | 510 | 0.7424 | 0.4571 | 0.7424 | 0.8616 |
307
- | 0.3657 | 6.9189 | 512 | 0.7499 | 0.4571 | 0.7499 | 0.8660 |
308
- | 0.3657 | 6.9459 | 514 | 0.7757 | 0.5663 | 0.7757 | 0.8807 |
309
- | 0.3657 | 6.9730 | 516 | 0.8716 | 0.5029 | 0.8716 | 0.9336 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_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
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k14_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: 0.7999
19
+ - Qwk: 0.5124
20
+ - Mse: 0.7999
21
+ - Rmse: 0.8944
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0253 | 2 | 4.3924 | 0.0163 | 4.3924 | 2.0958 |
53
+ | No log | 0.0506 | 4 | 2.6762 | 0.0309 | 2.6762 | 1.6359 |
54
+ | No log | 0.0759 | 6 | 1.7416 | 0.0372 | 1.7416 | 1.3197 |
55
+ | No log | 0.1013 | 8 | 1.3275 | 0.0141 | 1.3275 | 1.1522 |
56
+ | No log | 0.1266 | 10 | 1.2328 | 0.1532 | 1.2328 | 1.1103 |
57
+ | No log | 0.1519 | 12 | 1.1763 | 0.1979 | 1.1763 | 1.0846 |
58
+ | No log | 0.1772 | 14 | 1.2263 | 0.1772 | 1.2263 | 1.1074 |
59
+ | No log | 0.2025 | 16 | 1.2187 | 0.1943 | 1.2187 | 1.1040 |
60
+ | No log | 0.2278 | 18 | 1.1794 | 0.2137 | 1.1794 | 1.0860 |
61
+ | No log | 0.2532 | 20 | 1.0952 | 0.2400 | 1.0952 | 1.0465 |
62
+ | No log | 0.2785 | 22 | 1.0858 | 0.2322 | 1.0858 | 1.0420 |
63
+ | No log | 0.3038 | 24 | 1.0411 | 0.2322 | 1.0411 | 1.0204 |
64
+ | No log | 0.3291 | 26 | 0.9450 | 0.3724 | 0.9450 | 0.9721 |
65
+ | No log | 0.3544 | 28 | 0.9287 | 0.3937 | 0.9287 | 0.9637 |
66
+ | No log | 0.3797 | 30 | 1.0274 | 0.3777 | 1.0274 | 1.0136 |
67
+ | No log | 0.4051 | 32 | 1.1115 | 0.4153 | 1.1115 | 1.0543 |
68
+ | No log | 0.4304 | 34 | 0.9580 | 0.4404 | 0.9580 | 0.9788 |
69
+ | No log | 0.4557 | 36 | 0.9649 | 0.4121 | 0.9649 | 0.9823 |
70
+ | No log | 0.4810 | 38 | 0.8700 | 0.5312 | 0.8700 | 0.9328 |
71
+ | No log | 0.5063 | 40 | 0.8532 | 0.4847 | 0.8532 | 0.9237 |
72
+ | No log | 0.5316 | 42 | 0.8466 | 0.5510 | 0.8466 | 0.9201 |
73
+ | No log | 0.5570 | 44 | 1.0259 | 0.4538 | 1.0259 | 1.0129 |
74
+ | No log | 0.5823 | 46 | 1.1705 | 0.3580 | 1.1705 | 1.0819 |
75
+ | No log | 0.6076 | 48 | 0.9692 | 0.4693 | 0.9692 | 0.9845 |
76
+ | No log | 0.6329 | 50 | 0.8156 | 0.5439 | 0.8156 | 0.9031 |
77
+ | No log | 0.6582 | 52 | 0.8207 | 0.5055 | 0.8207 | 0.9059 |
78
+ | No log | 0.6835 | 54 | 0.8165 | 0.6095 | 0.8165 | 0.9036 |
79
+ | No log | 0.7089 | 56 | 1.0925 | 0.4594 | 1.0925 | 1.0452 |
80
+ | No log | 0.7342 | 58 | 1.1611 | 0.4304 | 1.1611 | 1.0775 |
81
+ | No log | 0.7595 | 60 | 0.8572 | 0.5645 | 0.8572 | 0.9259 |
82
+ | No log | 0.7848 | 62 | 0.9160 | 0.5315 | 0.9160 | 0.9571 |
83
+ | No log | 0.8101 | 64 | 1.2704 | 0.4458 | 1.2704 | 1.1271 |
84
+ | No log | 0.8354 | 66 | 1.1416 | 0.4824 | 1.1416 | 1.0684 |
85
+ | No log | 0.8608 | 68 | 0.8520 | 0.5763 | 0.8520 | 0.9231 |
86
+ | No log | 0.8861 | 70 | 0.8686 | 0.5398 | 0.8686 | 0.9320 |
87
+ | No log | 0.9114 | 72 | 1.1202 | 0.4571 | 1.1202 | 1.0584 |
88
+ | No log | 0.9367 | 74 | 1.2201 | 0.4167 | 1.2201 | 1.1046 |
89
+ | No log | 0.9620 | 76 | 1.0053 | 0.5206 | 1.0053 | 1.0027 |
90
+ | No log | 0.9873 | 78 | 0.7651 | 0.6469 | 0.7651 | 0.8747 |
91
+ | No log | 1.0127 | 80 | 0.7564 | 0.5853 | 0.7564 | 0.8697 |
92
+ | No log | 1.0380 | 82 | 0.7422 | 0.5853 | 0.7422 | 0.8615 |
93
+ | No log | 1.0633 | 84 | 0.7114 | 0.5659 | 0.7114 | 0.8435 |
94
+ | No log | 1.0886 | 86 | 0.7683 | 0.5954 | 0.7683 | 0.8765 |
95
+ | No log | 1.1139 | 88 | 0.7413 | 0.4555 | 0.7413 | 0.8610 |
96
+ | No log | 1.1392 | 90 | 0.8190 | 0.5544 | 0.8190 | 0.9050 |
97
+ | No log | 1.1646 | 92 | 0.8103 | 0.5515 | 0.8103 | 0.9002 |
98
+ | No log | 1.1899 | 94 | 0.7256 | 0.5455 | 0.7256 | 0.8518 |
99
+ | No log | 1.2152 | 96 | 0.7827 | 0.5029 | 0.7827 | 0.8847 |
100
+ | No log | 1.2405 | 98 | 0.8465 | 0.5216 | 0.8465 | 0.9201 |
101
+ | No log | 1.2658 | 100 | 0.7280 | 0.6035 | 0.7280 | 0.8533 |
102
+ | No log | 1.2911 | 102 | 0.7012 | 0.5777 | 0.7012 | 0.8374 |
103
+ | No log | 1.3165 | 104 | 0.8572 | 0.5429 | 0.8572 | 0.9259 |
104
+ | No log | 1.3418 | 106 | 1.0205 | 0.4359 | 1.0205 | 1.0102 |
105
+ | No log | 1.3671 | 108 | 0.9178 | 0.5072 | 0.9178 | 0.9580 |
106
+ | No log | 1.3924 | 110 | 0.7497 | 0.5911 | 0.7497 | 0.8658 |
107
+ | No log | 1.4177 | 112 | 0.9256 | 0.6007 | 0.9256 | 0.9621 |
108
+ | No log | 1.4430 | 114 | 1.0599 | 0.5690 | 1.0599 | 1.0295 |
109
+ | No log | 1.4684 | 116 | 0.8980 | 0.6007 | 0.8980 | 0.9477 |
110
+ | No log | 1.4937 | 118 | 0.7608 | 0.6272 | 0.7608 | 0.8722 |
111
+ | No log | 1.5190 | 120 | 0.8579 | 0.5022 | 0.8579 | 0.9262 |
112
+ | No log | 1.5443 | 122 | 0.8978 | 0.4516 | 0.8978 | 0.9475 |
113
+ | No log | 1.5696 | 124 | 0.7582 | 0.5443 | 0.7582 | 0.8708 |
114
+ | No log | 1.5949 | 126 | 0.7506 | 0.6196 | 0.7506 | 0.8664 |
115
+ | No log | 1.6203 | 128 | 0.8038 | 0.5965 | 0.8038 | 0.8965 |
116
+ | No log | 1.6456 | 130 | 0.7593 | 0.6352 | 0.7593 | 0.8714 |
117
+ | No log | 1.6709 | 132 | 0.7130 | 0.6541 | 0.7130 | 0.8444 |
118
+ | No log | 1.6962 | 134 | 0.7451 | 0.6243 | 0.7451 | 0.8632 |
119
+ | No log | 1.7215 | 136 | 0.8834 | 0.6120 | 0.8834 | 0.9399 |
120
+ | No log | 1.7468 | 138 | 0.8117 | 0.6273 | 0.8117 | 0.9010 |
121
+ | No log | 1.7722 | 140 | 0.6806 | 0.6629 | 0.6806 | 0.8250 |
122
+ | No log | 1.7975 | 142 | 0.6731 | 0.6507 | 0.6731 | 0.8204 |
123
+ | No log | 1.8228 | 144 | 0.6781 | 0.6073 | 0.6781 | 0.8234 |
124
+ | No log | 1.8481 | 146 | 0.7459 | 0.5746 | 0.7459 | 0.8637 |
125
+ | No log | 1.8734 | 148 | 0.7638 | 0.5899 | 0.7638 | 0.8740 |
126
+ | No log | 1.8987 | 150 | 0.7382 | 0.5936 | 0.7382 | 0.8592 |
127
+ | No log | 1.9241 | 152 | 1.0312 | 0.5684 | 1.0312 | 1.0155 |
128
+ | No log | 1.9494 | 154 | 1.0913 | 0.5636 | 1.0913 | 1.0447 |
129
+ | No log | 1.9747 | 156 | 1.0741 | 0.5529 | 1.0741 | 1.0364 |
130
+ | No log | 2.0 | 158 | 1.0567 | 0.5292 | 1.0567 | 1.0280 |
131
+ | No log | 2.0253 | 160 | 0.9011 | 0.6015 | 0.9011 | 0.9493 |
132
+ | No log | 2.0506 | 162 | 0.7950 | 0.6017 | 0.7950 | 0.8916 |
133
+ | No log | 2.0759 | 164 | 0.7187 | 0.5872 | 0.7187 | 0.8477 |
134
+ | No log | 2.1013 | 166 | 0.6991 | 0.5931 | 0.6991 | 0.8361 |
135
+ | No log | 2.1266 | 168 | 0.7155 | 0.6390 | 0.7155 | 0.8459 |
136
+ | No log | 2.1519 | 170 | 0.7998 | 0.5786 | 0.7998 | 0.8943 |
137
+ | No log | 2.1772 | 172 | 0.7537 | 0.6080 | 0.7537 | 0.8681 |
138
+ | No log | 2.2025 | 174 | 0.6981 | 0.6308 | 0.6981 | 0.8355 |
139
+ | No log | 2.2278 | 176 | 0.6677 | 0.6725 | 0.6677 | 0.8171 |
140
+ | No log | 2.2532 | 178 | 0.6535 | 0.6073 | 0.6535 | 0.8084 |
141
+ | No log | 2.2785 | 180 | 0.6828 | 0.5802 | 0.6828 | 0.8263 |
142
+ | No log | 2.3038 | 182 | 0.7116 | 0.5526 | 0.7116 | 0.8435 |
143
+ | No log | 2.3291 | 184 | 0.6746 | 0.6198 | 0.6746 | 0.8213 |
144
+ | No log | 2.3544 | 186 | 0.7907 | 0.6256 | 0.7907 | 0.8892 |
145
+ | No log | 2.3797 | 188 | 0.9838 | 0.5749 | 0.9838 | 0.9919 |
146
+ | No log | 2.4051 | 190 | 0.8482 | 0.5958 | 0.8482 | 0.9210 |
147
+ | No log | 2.4304 | 192 | 0.7381 | 0.6130 | 0.7381 | 0.8591 |
148
+ | No log | 2.4557 | 194 | 0.7521 | 0.6565 | 0.7521 | 0.8672 |
149
+ | No log | 2.4810 | 196 | 0.7671 | 0.6202 | 0.7671 | 0.8759 |
150
+ | No log | 2.5063 | 198 | 0.8157 | 0.6102 | 0.8157 | 0.9031 |
151
+ | No log | 2.5316 | 200 | 0.9011 | 0.5996 | 0.9011 | 0.9493 |
152
+ | No log | 2.5570 | 202 | 0.8467 | 0.6190 | 0.8467 | 0.9202 |
153
+ | No log | 2.5823 | 204 | 0.7111 | 0.6594 | 0.7111 | 0.8433 |
154
+ | No log | 2.6076 | 206 | 0.6795 | 0.6907 | 0.6795 | 0.8243 |
155
+ | No log | 2.6329 | 208 | 0.7477 | 0.6597 | 0.7477 | 0.8647 |
156
+ | No log | 2.6582 | 210 | 0.8211 | 0.5810 | 0.8211 | 0.9061 |
157
+ | No log | 2.6835 | 212 | 0.7988 | 0.5810 | 0.7988 | 0.8938 |
158
+ | No log | 2.7089 | 214 | 0.7461 | 0.5753 | 0.7461 | 0.8638 |
159
+ | No log | 2.7342 | 216 | 0.6976 | 0.5966 | 0.6976 | 0.8352 |
160
+ | No log | 2.7595 | 218 | 0.6617 | 0.6554 | 0.6617 | 0.8135 |
161
+ | No log | 2.7848 | 220 | 0.6987 | 0.6138 | 0.6987 | 0.8359 |
162
+ | No log | 2.8101 | 222 | 0.6774 | 0.6485 | 0.6774 | 0.8230 |
163
+ | No log | 2.8354 | 224 | 0.6910 | 0.5458 | 0.6910 | 0.8313 |
164
+ | No log | 2.8608 | 226 | 0.7141 | 0.4813 | 0.7141 | 0.8450 |
165
+ | No log | 2.8861 | 228 | 0.7430 | 0.5075 | 0.7430 | 0.8620 |
166
+ | No log | 2.9114 | 230 | 0.7417 | 0.4941 | 0.7417 | 0.8612 |
167
+ | No log | 2.9367 | 232 | 0.7140 | 0.5381 | 0.7140 | 0.8450 |
168
+ | No log | 2.9620 | 234 | 0.8273 | 0.5353 | 0.8273 | 0.9095 |
169
+ | No log | 2.9873 | 236 | 0.9040 | 0.5801 | 0.9040 | 0.9508 |
170
+ | No log | 3.0127 | 238 | 0.8359 | 0.5353 | 0.8359 | 0.9143 |
171
+ | No log | 3.0380 | 240 | 0.7092 | 0.5826 | 0.7092 | 0.8421 |
172
+ | No log | 3.0633 | 242 | 0.7015 | 0.6094 | 0.7015 | 0.8376 |
173
+ | No log | 3.0886 | 244 | 0.7236 | 0.5817 | 0.7236 | 0.8506 |
174
+ | No log | 3.1139 | 246 | 0.6740 | 0.6051 | 0.6740 | 0.8209 |
175
+ | No log | 3.1392 | 248 | 0.7531 | 0.5921 | 0.7531 | 0.8678 |
176
+ | No log | 3.1646 | 250 | 0.8733 | 0.5626 | 0.8733 | 0.9345 |
177
+ | No log | 3.1899 | 252 | 0.7910 | 0.5682 | 0.7910 | 0.8894 |
178
+ | No log | 3.2152 | 254 | 0.7431 | 0.5759 | 0.7431 | 0.8620 |
179
+ | No log | 3.2405 | 256 | 0.7459 | 0.5648 | 0.7459 | 0.8637 |
180
+ | No log | 3.2658 | 258 | 0.8507 | 0.5592 | 0.8507 | 0.9223 |
181
+ | No log | 3.2911 | 260 | 0.9811 | 0.5757 | 0.9811 | 0.9905 |
182
+ | No log | 3.3165 | 262 | 1.0566 | 0.5713 | 1.0566 | 1.0279 |
183
+ | No log | 3.3418 | 264 | 0.8327 | 0.5693 | 0.8327 | 0.9125 |
184
+ | No log | 3.3671 | 266 | 0.6622 | 0.6769 | 0.6622 | 0.8138 |
185
+ | No log | 3.3924 | 268 | 0.7376 | 0.5081 | 0.7376 | 0.8589 |
186
+ | No log | 3.4177 | 270 | 0.7875 | 0.5212 | 0.7875 | 0.8874 |
187
+ | No log | 3.4430 | 272 | 0.6685 | 0.6222 | 0.6685 | 0.8176 |
188
+ | No log | 3.4684 | 274 | 0.6363 | 0.6460 | 0.6363 | 0.7977 |
189
+ | No log | 3.4937 | 276 | 0.7883 | 0.5847 | 0.7883 | 0.8879 |
190
+ | No log | 3.5190 | 278 | 0.8866 | 0.5605 | 0.8866 | 0.9416 |
191
+ | No log | 3.5443 | 280 | 0.7732 | 0.6008 | 0.7732 | 0.8793 |
192
+ | No log | 3.5696 | 282 | 0.6485 | 0.6435 | 0.6485 | 0.8053 |
193
+ | No log | 3.5949 | 284 | 0.6236 | 0.6536 | 0.6236 | 0.7897 |
194
+ | No log | 3.6203 | 286 | 0.6431 | 0.5876 | 0.6431 | 0.8019 |
195
+ | No log | 3.6456 | 288 | 0.6002 | 0.6535 | 0.6002 | 0.7748 |
196
+ | No log | 3.6709 | 290 | 0.5973 | 0.6728 | 0.5973 | 0.7728 |
197
+ | No log | 3.6962 | 292 | 0.7719 | 0.6395 | 0.7719 | 0.8786 |
198
+ | No log | 3.7215 | 294 | 0.8649 | 0.5925 | 0.8649 | 0.9300 |
199
+ | No log | 3.7468 | 296 | 0.8318 | 0.5614 | 0.8318 | 0.9120 |
200
+ | No log | 3.7722 | 298 | 0.7320 | 0.5905 | 0.7320 | 0.8556 |
201
+ | No log | 3.7975 | 300 | 0.6878 | 0.6167 | 0.6878 | 0.8293 |
202
+ | No log | 3.8228 | 302 | 0.6577 | 0.6097 | 0.6577 | 0.8110 |
203
+ | No log | 3.8481 | 304 | 0.6158 | 0.6597 | 0.6158 | 0.7847 |
204
+ | No log | 3.8734 | 306 | 0.6103 | 0.6725 | 0.6103 | 0.7812 |
205
+ | No log | 3.8987 | 308 | 0.6754 | 0.6140 | 0.6754 | 0.8218 |
206
+ | No log | 3.9241 | 310 | 0.7266 | 0.6287 | 0.7266 | 0.8524 |
207
+ | No log | 3.9494 | 312 | 0.7202 | 0.6397 | 0.7202 | 0.8487 |
208
+ | No log | 3.9747 | 314 | 0.7354 | 0.5483 | 0.7354 | 0.8576 |
209
+ | No log | 4.0 | 316 | 0.7590 | 0.5336 | 0.7590 | 0.8712 |
210
+ | No log | 4.0253 | 318 | 0.7789 | 0.5526 | 0.7789 | 0.8825 |
211
+ | No log | 4.0506 | 320 | 0.7917 | 0.5716 | 0.7917 | 0.8898 |
212
+ | No log | 4.0759 | 322 | 0.8198 | 0.5543 | 0.8198 | 0.9054 |
213
+ | No log | 4.1013 | 324 | 0.8263 | 0.5819 | 0.8263 | 0.9090 |
214
+ | No log | 4.1266 | 326 | 0.7962 | 0.5898 | 0.7962 | 0.8923 |
215
+ | No log | 4.1519 | 328 | 0.7322 | 0.5648 | 0.7322 | 0.8557 |
216
+ | No log | 4.1772 | 330 | 0.7237 | 0.5648 | 0.7237 | 0.8507 |
217
+ | No log | 4.2025 | 332 | 0.7902 | 0.5865 | 0.7902 | 0.8889 |
218
+ | No log | 4.2278 | 334 | 0.9463 | 0.5524 | 0.9463 | 0.9728 |
219
+ | No log | 4.2532 | 336 | 0.9378 | 0.5181 | 0.9378 | 0.9684 |
220
+ | No log | 4.2785 | 338 | 0.8694 | 0.4806 | 0.8694 | 0.9324 |
221
+ | No log | 4.3038 | 340 | 0.8257 | 0.5094 | 0.8257 | 0.9087 |
222
+ | No log | 4.3291 | 342 | 0.7865 | 0.5785 | 0.7865 | 0.8869 |
223
+ | No log | 4.3544 | 344 | 0.7575 | 0.5329 | 0.7575 | 0.8703 |
224
+ | No log | 4.3797 | 346 | 0.7414 | 0.5855 | 0.7414 | 0.8611 |
225
+ | No log | 4.4051 | 348 | 0.7346 | 0.6057 | 0.7346 | 0.8571 |
226
+ | No log | 4.4304 | 350 | 0.7242 | 0.5904 | 0.7242 | 0.8510 |
227
+ | No log | 4.4557 | 352 | 0.7174 | 0.5846 | 0.7174 | 0.8470 |
228
+ | No log | 4.4810 | 354 | 0.7760 | 0.6208 | 0.7760 | 0.8809 |
229
+ | No log | 4.5063 | 356 | 0.8091 | 0.6122 | 0.8091 | 0.8995 |
230
+ | No log | 4.5316 | 358 | 0.8351 | 0.5775 | 0.8351 | 0.9139 |
231
+ | No log | 4.5570 | 360 | 0.8022 | 0.5686 | 0.8022 | 0.8957 |
232
+ | No log | 4.5823 | 362 | 0.7505 | 0.5392 | 0.7505 | 0.8663 |
233
+ | No log | 4.6076 | 364 | 0.7200 | 0.4946 | 0.7200 | 0.8485 |
234
+ | No log | 4.6329 | 366 | 0.7131 | 0.5810 | 0.7131 | 0.8445 |
235
+ | No log | 4.6582 | 368 | 0.7628 | 0.5787 | 0.7628 | 0.8734 |
236
+ | No log | 4.6835 | 370 | 0.8191 | 0.5872 | 0.8191 | 0.9050 |
237
+ | No log | 4.7089 | 372 | 0.8034 | 0.5893 | 0.8034 | 0.8963 |
238
+ | No log | 4.7342 | 374 | 0.8031 | 0.5893 | 0.8031 | 0.8962 |
239
+ | No log | 4.7595 | 376 | 0.8415 | 0.5614 | 0.8415 | 0.9174 |
240
+ | No log | 4.7848 | 378 | 0.8489 | 0.5693 | 0.8489 | 0.9214 |
241
+ | No log | 4.8101 | 380 | 0.8034 | 0.5434 | 0.8034 | 0.8963 |
242
+ | No log | 4.8354 | 382 | 0.7554 | 0.5455 | 0.7554 | 0.8692 |
243
+ | No log | 4.8608 | 384 | 0.7102 | 0.5661 | 0.7102 | 0.8427 |
244
+ | No log | 4.8861 | 386 | 0.7117 | 0.5618 | 0.7117 | 0.8436 |
245
+ | No log | 4.9114 | 388 | 0.7120 | 0.5717 | 0.7120 | 0.8438 |
246
+ | No log | 4.9367 | 390 | 0.7394 | 0.5618 | 0.7394 | 0.8599 |
247
+ | No log | 4.9620 | 392 | 0.7839 | 0.5548 | 0.7839 | 0.8854 |
248
+ | No log | 4.9873 | 394 | 0.7737 | 0.5869 | 0.7737 | 0.8796 |
249
+ | No log | 5.0127 | 396 | 0.7383 | 0.5364 | 0.7383 | 0.8592 |
250
+ | No log | 5.0380 | 398 | 0.7472 | 0.5364 | 0.7472 | 0.8644 |
251
+ | No log | 5.0633 | 400 | 0.7564 | 0.5364 | 0.7564 | 0.8697 |
252
+ | No log | 5.0886 | 402 | 0.7488 | 0.4826 | 0.7488 | 0.8653 |
253
+ | No log | 5.1139 | 404 | 0.7542 | 0.4804 | 0.7542 | 0.8684 |
254
+ | No log | 5.1392 | 406 | 0.7334 | 0.4993 | 0.7334 | 0.8564 |
255
+ | No log | 5.1646 | 408 | 0.7342 | 0.5093 | 0.7342 | 0.8569 |
256
+ | No log | 5.1899 | 410 | 0.7488 | 0.5648 | 0.7488 | 0.8654 |
257
+ | No log | 5.2152 | 412 | 0.8017 | 0.5094 | 0.8017 | 0.8954 |
258
+ | No log | 5.2405 | 414 | 0.9408 | 0.5671 | 0.9408 | 0.9700 |
259
+ | No log | 5.2658 | 416 | 1.0882 | 0.5825 | 1.0882 | 1.0432 |
260
+ | No log | 5.2911 | 418 | 1.1020 | 0.5754 | 1.1020 | 1.0498 |
261
+ | No log | 5.3165 | 420 | 0.9491 | 0.5669 | 0.9491 | 0.9742 |
262
+ | No log | 5.3418 | 422 | 0.8145 | 0.5370 | 0.8145 | 0.9025 |
263
+ | No log | 5.3671 | 424 | 0.7557 | 0.5431 | 0.7557 | 0.8693 |
264
+ | No log | 5.3924 | 426 | 0.7409 | 0.5431 | 0.7409 | 0.8608 |
265
+ | No log | 5.4177 | 428 | 0.7425 | 0.4813 | 0.7425 | 0.8617 |
266
+ | No log | 5.4430 | 430 | 0.7431 | 0.5203 | 0.7431 | 0.8620 |
267
+ | No log | 5.4684 | 432 | 0.7431 | 0.5300 | 0.7431 | 0.8620 |
268
+ | No log | 5.4937 | 434 | 0.7399 | 0.5498 | 0.7399 | 0.8602 |
269
+ | No log | 5.5190 | 436 | 0.7968 | 0.5685 | 0.7968 | 0.8926 |
270
+ | No log | 5.5443 | 438 | 0.8006 | 0.5818 | 0.8006 | 0.8948 |
271
+ | No log | 5.5696 | 440 | 0.7138 | 0.5830 | 0.7138 | 0.8449 |
272
+ | No log | 5.5949 | 442 | 0.6998 | 0.5878 | 0.6998 | 0.8365 |
273
+ | No log | 5.6203 | 444 | 0.6954 | 0.5884 | 0.6954 | 0.8339 |
274
+ | No log | 5.6456 | 446 | 0.7146 | 0.5983 | 0.7146 | 0.8453 |
275
+ | No log | 5.6709 | 448 | 0.7982 | 0.5294 | 0.7982 | 0.8934 |
276
+ | No log | 5.6962 | 450 | 0.7960 | 0.5513 | 0.7960 | 0.8922 |
277
+ | No log | 5.7215 | 452 | 0.7188 | 0.5595 | 0.7188 | 0.8478 |
278
+ | No log | 5.7468 | 454 | 0.7123 | 0.5591 | 0.7123 | 0.8440 |
279
+ | No log | 5.7722 | 456 | 0.7185 | 0.5591 | 0.7185 | 0.8476 |
280
+ | No log | 5.7975 | 458 | 0.7292 | 0.5027 | 0.7292 | 0.8539 |
281
+ | No log | 5.8228 | 460 | 0.7897 | 0.5124 | 0.7897 | 0.8887 |
282
+ | No log | 5.8481 | 462 | 0.8066 | 0.4775 | 0.8066 | 0.8981 |
283
+ | No log | 5.8734 | 464 | 0.7891 | 0.5124 | 0.7891 | 0.8883 |
284
+ | No log | 5.8987 | 466 | 0.7418 | 0.5622 | 0.7418 | 0.8613 |
285
+ | No log | 5.9241 | 468 | 0.7265 | 0.5835 | 0.7265 | 0.8523 |
286
+ | No log | 5.9494 | 470 | 0.7310 | 0.5744 | 0.7310 | 0.8550 |
287
+ | No log | 5.9747 | 472 | 0.7361 | 0.5498 | 0.7361 | 0.8580 |
288
+ | No log | 6.0 | 474 | 0.7442 | 0.5844 | 0.7442 | 0.8627 |
289
+ | No log | 6.0253 | 476 | 0.7292 | 0.6251 | 0.7292 | 0.8539 |
290
+ | No log | 6.0506 | 478 | 0.7270 | 0.6067 | 0.7270 | 0.8527 |
291
+ | No log | 6.0759 | 480 | 0.7448 | 0.6471 | 0.7448 | 0.8630 |
292
+ | No log | 6.1013 | 482 | 0.7486 | 0.6578 | 0.7486 | 0.8652 |
293
+ | No log | 6.1266 | 484 | 0.7721 | 0.6208 | 0.7721 | 0.8787 |
294
+ | No log | 6.1519 | 486 | 0.7518 | 0.6338 | 0.7518 | 0.8671 |
295
+ | No log | 6.1772 | 488 | 0.7437 | 0.6209 | 0.7437 | 0.8624 |
296
+ | No log | 6.2025 | 490 | 0.7748 | 0.6080 | 0.7748 | 0.8802 |
297
+ | No log | 6.2278 | 492 | 0.7866 | 0.5864 | 0.7866 | 0.8869 |
298
+ | No log | 6.2532 | 494 | 0.7734 | 0.6120 | 0.7734 | 0.8795 |
299
+ | No log | 6.2785 | 496 | 0.8098 | 0.5275 | 0.8098 | 0.8999 |
300
+ | No log | 6.3038 | 498 | 0.8809 | 0.5299 | 0.8809 | 0.9385 |
301
+ | 0.3274 | 6.3291 | 500 | 0.9635 | 0.5399 | 0.9635 | 0.9816 |
302
+ | 0.3274 | 6.3544 | 502 | 0.9778 | 0.5568 | 0.9778 | 0.9889 |
303
+ | 0.3274 | 6.3797 | 504 | 0.8688 | 0.5000 | 0.8688 | 0.9321 |
304
+ | 0.3274 | 6.4051 | 506 | 0.7392 | 0.5663 | 0.7392 | 0.8598 |
305
+ | 0.3274 | 6.4304 | 508 | 0.6819 | 0.5982 | 0.6819 | 0.8258 |
306
+ | 0.3274 | 6.4557 | 510 | 0.6774 | 0.6214 | 0.6774 | 0.8231 |
307
+ | 0.3274 | 6.4810 | 512 | 0.6658 | 0.6815 | 0.6658 | 0.8160 |
308
+ | 0.3274 | 6.5063 | 514 | 0.7026 | 0.6088 | 0.7026 | 0.8382 |
309
+ | 0.3274 | 6.5316 | 516 | 0.8678 | 0.5805 | 0.8678 | 0.9316 |
310
+ | 0.3274 | 6.5570 | 518 | 0.9578 | 0.5214 | 0.9578 | 0.9787 |
311
+ | 0.3274 | 6.5823 | 520 | 0.8814 | 0.5365 | 0.8814 | 0.9388 |
312
+ | 0.3274 | 6.6076 | 522 | 0.7364 | 0.5610 | 0.7364 | 0.8581 |
313
+ | 0.3274 | 6.6329 | 524 | 0.6798 | 0.6570 | 0.6798 | 0.8245 |
314
+ | 0.3274 | 6.6582 | 526 | 0.7186 | 0.5951 | 0.7186 | 0.8477 |
315
+ | 0.3274 | 6.6835 | 528 | 0.7763 | 0.5440 | 0.7763 | 0.8811 |
316
+ | 0.3274 | 6.7089 | 530 | 0.7336 | 0.5951 | 0.7336 | 0.8565 |
317
+ | 0.3274 | 6.7342 | 532 | 0.7017 | 0.6806 | 0.7017 | 0.8377 |
318
+ | 0.3274 | 6.7595 | 534 | 0.7686 | 0.5759 | 0.7686 | 0.8767 |
319
+ | 0.3274 | 6.7848 | 536 | 0.8579 | 0.5294 | 0.8579 | 0.9262 |
320
+ | 0.3274 | 6.8101 | 538 | 0.8531 | 0.5333 | 0.8531 | 0.9236 |
321
+ | 0.3274 | 6.8354 | 540 | 0.8757 | 0.54 | 0.8757 | 0.9358 |
322
+ | 0.3274 | 6.8608 | 542 | 0.8828 | 0.5509 | 0.8828 | 0.9396 |
323
+ | 0.3274 | 6.8861 | 544 | 0.8230 | 0.5736 | 0.8230 | 0.9072 |
324
+ | 0.3274 | 6.9114 | 546 | 0.7457 | 0.6019 | 0.7457 | 0.8636 |
325
+ | 0.3274 | 6.9367 | 548 | 0.7215 | 0.6025 | 0.7215 | 0.8494 |
326
+ | 0.3274 | 6.9620 | 550 | 0.7322 | 0.6121 | 0.7322 | 0.8557 |
327
+ | 0.3274 | 6.9873 | 552 | 0.7603 | 0.5663 | 0.7603 | 0.8719 |
328
+ | 0.3274 | 7.0127 | 554 | 0.7941 | 0.5419 | 0.7941 | 0.8911 |
329
+ | 0.3274 | 7.0380 | 556 | 0.8418 | 0.5044 | 0.8418 | 0.9175 |
330
+ | 0.3274 | 7.0633 | 558 | 0.8511 | 0.5421 | 0.8511 | 0.9226 |
331
+ | 0.3274 | 7.0886 | 560 | 0.7978 | 0.5700 | 0.7978 | 0.8932 |
332
+ | 0.3274 | 7.1139 | 562 | 0.7282 | 0.5279 | 0.7282 | 0.8533 |
333
+ | 0.3274 | 7.1392 | 564 | 0.7204 | 0.4461 | 0.7204 | 0.8487 |
334
+ | 0.3274 | 7.1646 | 566 | 0.7238 | 0.5244 | 0.7238 | 0.8507 |
335
+ | 0.3274 | 7.1899 | 568 | 0.7442 | 0.5451 | 0.7442 | 0.8627 |
336
+ | 0.3274 | 7.2152 | 570 | 0.7466 | 0.5700 | 0.7466 | 0.8641 |
337
+ | 0.3274 | 7.2405 | 572 | 0.7395 | 0.6209 | 0.7395 | 0.8600 |
338
+ | 0.3274 | 7.2658 | 574 | 0.7873 | 0.625 | 0.7873 | 0.8873 |
339
+ | 0.3274 | 7.2911 | 576 | 0.8563 | 0.6121 | 0.8563 | 0.9254 |
340
+ | 0.3274 | 7.3165 | 578 | 0.9312 | 0.5943 | 0.9312 | 0.9650 |
341
+ | 0.3274 | 7.3418 | 580 | 0.9784 | 0.5774 | 0.9784 | 0.9891 |
342
+ | 0.3274 | 7.3671 | 582 | 0.9377 | 0.5670 | 0.9377 | 0.9683 |
343
+ | 0.3274 | 7.3924 | 584 | 0.8992 | 0.5670 | 0.8992 | 0.9483 |
344
+ | 0.3274 | 7.4177 | 586 | 0.8701 | 0.6219 | 0.8701 | 0.9328 |
345
+ | 0.3274 | 7.4430 | 588 | 0.8202 | 0.6132 | 0.8202 | 0.9057 |
346
+ | 0.3274 | 7.4684 | 590 | 0.8018 | 0.6132 | 0.8018 | 0.8954 |
347
+ | 0.3274 | 7.4937 | 592 | 0.8038 | 0.6459 | 0.8038 | 0.8965 |
348
+ | 0.3274 | 7.5190 | 594 | 0.7715 | 0.6391 | 0.7715 | 0.8784 |
349
+ | 0.3274 | 7.5443 | 596 | 0.7211 | 0.6044 | 0.7211 | 0.8492 |
350
+ | 0.3274 | 7.5696 | 598 | 0.6959 | 0.5915 | 0.6959 | 0.8342 |
351
+ | 0.3274 | 7.5949 | 600 | 0.6973 | 0.5922 | 0.6973 | 0.8351 |
352
+ | 0.3274 | 7.6203 | 602 | 0.7292 | 0.5959 | 0.7292 | 0.8540 |
353
+ | 0.3274 | 7.6456 | 604 | 0.7680 | 0.6144 | 0.7680 | 0.8764 |
354
+ | 0.3274 | 7.6709 | 606 | 0.8020 | 0.5791 | 0.8020 | 0.8956 |
355
+ | 0.3274 | 7.6962 | 608 | 0.7695 | 0.6144 | 0.7695 | 0.8772 |
356
+ | 0.3274 | 7.7215 | 610 | 0.7217 | 0.4912 | 0.7217 | 0.8496 |
357
+ | 0.3274 | 7.7468 | 612 | 0.7315 | 0.5027 | 0.7315 | 0.8553 |
358
+ | 0.3274 | 7.7722 | 614 | 0.7387 | 0.5164 | 0.7387 | 0.8595 |
359
+ | 0.3274 | 7.7975 | 616 | 0.7068 | 0.5634 | 0.7068 | 0.8407 |
360
+ | 0.3274 | 7.8228 | 618 | 0.7194 | 0.6109 | 0.7194 | 0.8482 |
361
+ | 0.3274 | 7.8481 | 620 | 0.8305 | 0.6111 | 0.8305 | 0.9113 |
362
+ | 0.3274 | 7.8734 | 622 | 0.9465 | 0.5772 | 0.9465 | 0.9729 |
363
+ | 0.3274 | 7.8987 | 624 | 0.9676 | 0.5772 | 0.9676 | 0.9836 |
364
+ | 0.3274 | 7.9241 | 626 | 0.8820 | 0.5849 | 0.8820 | 0.9391 |
365
+ | 0.3274 | 7.9494 | 628 | 0.7874 | 0.5474 | 0.7874 | 0.8873 |
366
+ | 0.3274 | 7.9747 | 630 | 0.7681 | 0.5526 | 0.7681 | 0.8764 |
367
+ | 0.3274 | 8.0 | 632 | 0.7687 | 0.5431 | 0.7687 | 0.8767 |
368
+ | 0.3274 | 8.0253 | 634 | 0.7655 | 0.5431 | 0.7655 | 0.8749 |
369
+ | 0.3274 | 8.0506 | 636 | 0.7626 | 0.5431 | 0.7626 | 0.8733 |
370
+ | 0.3274 | 8.0759 | 638 | 0.7926 | 0.6490 | 0.7926 | 0.8903 |
371
+ | 0.3274 | 8.1013 | 640 | 0.8227 | 0.625 | 0.8227 | 0.9070 |
372
+ | 0.3274 | 8.1266 | 642 | 0.8278 | 0.625 | 0.8278 | 0.9098 |
373
+ | 0.3274 | 8.1519 | 644 | 0.7627 | 0.6350 | 0.7627 | 0.8733 |
374
+ | 0.3274 | 8.1772 | 646 | 0.7263 | 0.6447 | 0.7263 | 0.8522 |
375
+ | 0.3274 | 8.2025 | 648 | 0.7309 | 0.6144 | 0.7309 | 0.8549 |
376
+ | 0.3274 | 8.2278 | 650 | 0.7737 | 0.6208 | 0.7737 | 0.8796 |
377
+ | 0.3274 | 8.2532 | 652 | 0.7759 | 0.6174 | 0.7759 | 0.8809 |
378
+ | 0.3274 | 8.2785 | 654 | 0.7222 | 0.6144 | 0.7222 | 0.8498 |
379
+ | 0.3274 | 8.3038 | 656 | 0.6757 | 0.6203 | 0.6757 | 0.8220 |
380
+ | 0.3274 | 8.3291 | 658 | 0.6613 | 0.6358 | 0.6613 | 0.8132 |
381
+ | 0.3274 | 8.3544 | 660 | 0.6588 | 0.5866 | 0.6588 | 0.8116 |
382
+ | 0.3274 | 8.3797 | 662 | 0.7061 | 0.6025 | 0.7061 | 0.8403 |
383
+ | 0.3274 | 8.4051 | 664 | 0.7838 | 0.5346 | 0.7838 | 0.8853 |
384
+ | 0.3274 | 8.4304 | 666 | 0.8367 | 0.5536 | 0.8367 | 0.9147 |
385
+ | 0.3274 | 8.4557 | 668 | 0.8371 | 0.5220 | 0.8371 | 0.9149 |
386
+ | 0.3274 | 8.4810 | 670 | 0.8138 | 0.5270 | 0.8138 | 0.9021 |
387
+ | 0.3274 | 8.5063 | 672 | 0.7564 | 0.5426 | 0.7564 | 0.8697 |
388
+ | 0.3274 | 8.5316 | 674 | 0.7227 | 0.5450 | 0.7227 | 0.8501 |
389
+ | 0.3274 | 8.5570 | 676 | 0.7087 | 0.5622 | 0.7087 | 0.8418 |
390
+ | 0.3274 | 8.5823 | 678 | 0.7124 | 0.6225 | 0.7124 | 0.8440 |
391
+ | 0.3274 | 8.6076 | 680 | 0.7338 | 0.6701 | 0.7338 | 0.8566 |
392
+ | 0.3274 | 8.6329 | 682 | 0.7803 | 0.6446 | 0.7803 | 0.8833 |
393
+ | 0.3274 | 8.6582 | 684 | 0.8594 | 0.5952 | 0.8594 | 0.9270 |
394
+ | 0.3274 | 8.6835 | 686 | 0.8582 | 0.5823 | 0.8582 | 0.9264 |
395
+ | 0.3274 | 8.7089 | 688 | 0.8689 | 0.5637 | 0.8689 | 0.9322 |
396
+ | 0.3274 | 8.7342 | 690 | 0.8039 | 0.5230 | 0.8039 | 0.8966 |
397
+ | 0.3274 | 8.7595 | 692 | 0.7385 | 0.5450 | 0.7385 | 0.8594 |
398
+ | 0.3274 | 8.7848 | 694 | 0.7037 | 0.5676 | 0.7037 | 0.8389 |
399
+ | 0.3274 | 8.8101 | 696 | 0.6880 | 0.5766 | 0.6880 | 0.8294 |
400
+ | 0.3274 | 8.8354 | 698 | 0.6713 | 0.6086 | 0.6713 | 0.8193 |
401
+ | 0.3274 | 8.8608 | 700 | 0.6695 | 0.6559 | 0.6695 | 0.8182 |
402
+ | 0.3274 | 8.8861 | 702 | 0.7218 | 0.6174 | 0.7218 | 0.8496 |
403
+ | 0.3274 | 8.9114 | 704 | 0.7542 | 0.5991 | 0.7542 | 0.8684 |
404
+ | 0.3274 | 8.9367 | 706 | 0.7704 | 0.5852 | 0.7704 | 0.8777 |
405
+ | 0.3274 | 8.9620 | 708 | 0.7339 | 0.5730 | 0.7339 | 0.8567 |
406
+ | 0.3274 | 8.9873 | 710 | 0.6981 | 0.5971 | 0.6981 | 0.8355 |
407
+ | 0.3274 | 9.0127 | 712 | 0.6837 | 0.5778 | 0.6837 | 0.8269 |
408
+ | 0.3274 | 9.0380 | 714 | 0.6760 | 0.5971 | 0.6760 | 0.8222 |
409
+ | 0.3274 | 9.0633 | 716 | 0.6577 | 0.5971 | 0.6577 | 0.8110 |
410
+ | 0.3274 | 9.0886 | 718 | 0.6515 | 0.6095 | 0.6515 | 0.8072 |
411
+ | 0.3274 | 9.1139 | 720 | 0.6706 | 0.5971 | 0.6706 | 0.8189 |
412
+ | 0.3274 | 9.1392 | 722 | 0.7049 | 0.6001 | 0.7049 | 0.8396 |
413
+ | 0.3274 | 9.1646 | 724 | 0.7209 | 0.5730 | 0.7209 | 0.8490 |
414
+ | 0.3274 | 9.1899 | 726 | 0.6985 | 0.6180 | 0.6985 | 0.8358 |
415
+ | 0.3274 | 9.2152 | 728 | 0.6816 | 0.6353 | 0.6816 | 0.8256 |
416
+ | 0.3274 | 9.2405 | 730 | 0.6532 | 0.5810 | 0.6532 | 0.8082 |
417
+ | 0.3274 | 9.2658 | 732 | 0.6575 | 0.6212 | 0.6575 | 0.8109 |
418
+ | 0.3274 | 9.2911 | 734 | 0.6879 | 0.6464 | 0.6879 | 0.8294 |
419
+ | 0.3274 | 9.3165 | 736 | 0.6831 | 0.6041 | 0.6831 | 0.8265 |
420
+ | 0.3274 | 9.3418 | 738 | 0.6871 | 0.6918 | 0.6871 | 0.8289 |
421
+ | 0.3274 | 9.3671 | 740 | 0.7401 | 0.6758 | 0.7401 | 0.8603 |
422
+ | 0.3274 | 9.3924 | 742 | 0.8214 | 0.6111 | 0.8214 | 0.9063 |
423
+ | 0.3274 | 9.4177 | 744 | 0.8882 | 0.5826 | 0.8882 | 0.9424 |
424
+ | 0.3274 | 9.4430 | 746 | 0.8771 | 0.5509 | 0.8771 | 0.9365 |
425
+ | 0.3274 | 9.4684 | 748 | 0.7985 | 0.6174 | 0.7985 | 0.8936 |
426
+ | 0.3274 | 9.4937 | 750 | 0.7591 | 0.5756 | 0.7591 | 0.8713 |
427
+ | 0.3274 | 9.5190 | 752 | 0.7479 | 0.5450 | 0.7479 | 0.8648 |
428
+ | 0.3274 | 9.5443 | 754 | 0.7609 | 0.5131 | 0.7609 | 0.8723 |
429
+ | 0.3274 | 9.5696 | 756 | 0.7711 | 0.5131 | 0.7711 | 0.8781 |
430
+ | 0.3274 | 9.5949 | 758 | 0.7477 | 0.5163 | 0.7477 | 0.8647 |
431
+ | 0.3274 | 9.6203 | 760 | 0.7426 | 0.5744 | 0.7426 | 0.8618 |
432
+ | 0.3274 | 9.6456 | 762 | 0.7637 | 0.5662 | 0.7637 | 0.8739 |
433
+ | 0.3274 | 9.6709 | 764 | 0.7493 | 0.5905 | 0.7493 | 0.8656 |
434
+ | 0.3274 | 9.6962 | 766 | 0.7445 | 0.5498 | 0.7445 | 0.8628 |
435
+ | 0.3274 | 9.7215 | 768 | 0.7362 | 0.5265 | 0.7362 | 0.8580 |
436
+ | 0.3274 | 9.7468 | 770 | 0.7522 | 0.4817 | 0.7522 | 0.8673 |
437
+ | 0.3274 | 9.7722 | 772 | 0.7782 | 0.4817 | 0.7782 | 0.8822 |
438
+ | 0.3274 | 9.7975 | 774 | 0.8011 | 0.4711 | 0.8011 | 0.8950 |
439
+ | 0.3274 | 9.8228 | 776 | 0.7999 | 0.5124 | 0.7999 | 0.8944 |
440
 
441
 
442
  ### Framework versions