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ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k20_task3_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: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k19_task3_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_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k19_task3_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: 1.0713
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- - Qwk: -0.2617
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- - Mse: 1.0713
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- - Rmse: 1.0350
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  ## Model description
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@@ -47,293 +47,304 @@ 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 | 0.0417 | 2 | 3.9916 | 0.0029 | 3.9916 | 1.9979 |
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- | No log | 0.0833 | 4 | 2.6116 | 0.0298 | 2.6116 | 1.6161 |
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- | No log | 0.125 | 6 | 1.3744 | 0.0279 | 1.3744 | 1.1724 |
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- | No log | 0.1667 | 8 | 1.6693 | -0.0269 | 1.6693 | 1.2920 |
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- | No log | 0.2083 | 10 | 1.2212 | 0.0610 | 1.2212 | 1.1051 |
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- | No log | 0.25 | 12 | 0.9022 | -0.0345 | 0.9022 | 0.9499 |
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- | No log | 0.2917 | 14 | 0.8863 | -0.0909 | 0.8863 | 0.9414 |
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- | No log | 0.3333 | 16 | 1.0572 | -0.0398 | 1.0572 | 1.0282 |
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- | No log | 0.375 | 18 | 1.1431 | 0.0411 | 1.1431 | 1.0692 |
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- | No log | 0.4167 | 20 | 0.9495 | -0.0345 | 0.9495 | 0.9744 |
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- | No log | 0.4583 | 22 | 0.8953 | -0.0902 | 0.8953 | 0.9462 |
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- | No log | 0.5 | 24 | 1.0664 | 0.0156 | 1.0664 | 1.0327 |
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- | No log | 0.5417 | 26 | 1.2152 | -0.0247 | 1.2152 | 1.1023 |
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- | No log | 0.5833 | 28 | 1.2283 | 0.0 | 1.2283 | 1.1083 |
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- | No log | 0.625 | 30 | 1.3103 | 0.0 | 1.3103 | 1.1447 |
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- | No log | 0.6667 | 32 | 1.1151 | 0.0032 | 1.1151 | 1.0560 |
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- | No log | 0.7083 | 34 | 0.8314 | -0.0371 | 0.8314 | 0.9118 |
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- | No log | 0.75 | 36 | 0.7836 | -0.0160 | 0.7836 | 0.8852 |
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- | No log | 0.7917 | 38 | 0.8150 | 0.0476 | 0.8150 | 0.9028 |
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- | No log | 0.8333 | 40 | 1.0190 | -0.0049 | 1.0190 | 1.0094 |
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- | No log | 0.875 | 42 | 0.9783 | -0.0301 | 0.9783 | 0.9891 |
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- | No log | 0.9167 | 44 | 0.9036 | -0.0861 | 0.9036 | 0.9506 |
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- | No log | 0.9583 | 46 | 0.9304 | -0.0504 | 0.9304 | 0.9646 |
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- | No log | 1.0 | 48 | 0.9313 | -0.0504 | 0.9313 | 0.9650 |
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- | No log | 1.0417 | 50 | 0.8698 | -0.1253 | 0.8698 | 0.9326 |
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- | No log | 1.0833 | 52 | 0.8762 | -0.0425 | 0.8762 | 0.9361 |
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- | No log | 1.125 | 54 | 0.9335 | 0.0458 | 0.9335 | 0.9662 |
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- | No log | 1.1667 | 56 | 0.8853 | 0.0207 | 0.8853 | 0.9409 |
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- | No log | 1.2083 | 58 | 0.9011 | 0.0111 | 0.9011 | 0.9493 |
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- | No log | 1.25 | 60 | 0.8018 | 0.0017 | 0.8018 | 0.8954 |
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- | No log | 1.2917 | 62 | 0.7672 | 0.0759 | 0.7672 | 0.8759 |
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- | No log | 1.3333 | 64 | 0.7071 | 0.1021 | 0.7071 | 0.8409 |
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- | No log | 1.375 | 66 | 0.7482 | 0.2757 | 0.7482 | 0.8650 |
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- | No log | 1.4167 | 68 | 1.1305 | 0.0217 | 1.1305 | 1.0632 |
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- | No log | 1.4583 | 70 | 1.5544 | -0.0500 | 1.5544 | 1.2468 |
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- | No log | 1.5 | 72 | 1.5657 | -0.0500 | 1.5657 | 1.2513 |
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- | No log | 1.5417 | 74 | 1.4099 | -0.0468 | 1.4099 | 1.1874 |
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- | No log | 1.5833 | 76 | 1.0881 | -0.0842 | 1.0881 | 1.0431 |
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- | No log | 1.625 | 78 | 0.9443 | -0.0454 | 0.9443 | 0.9718 |
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- | No log | 1.6667 | 80 | 0.7612 | -0.0179 | 0.7612 | 0.8724 |
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- | No log | 1.7083 | 82 | 0.6995 | 0.0374 | 0.6995 | 0.8364 |
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- | No log | 1.75 | 84 | 0.7072 | 0.1148 | 0.7072 | 0.8409 |
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- | No log | 1.7917 | 86 | 0.7681 | 0.1243 | 0.7681 | 0.8764 |
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- | No log | 1.8333 | 88 | 0.8646 | 0.0748 | 0.8646 | 0.9299 |
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- | No log | 1.875 | 90 | 1.0433 | 0.0046 | 1.0433 | 1.0214 |
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- | No log | 1.9167 | 92 | 1.0631 | -0.0583 | 1.0631 | 1.0311 |
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- | No log | 1.9583 | 94 | 1.0837 | -0.0892 | 1.0837 | 1.0410 |
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- | No log | 2.0 | 96 | 1.0782 | -0.1566 | 1.0782 | 1.0384 |
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- | No log | 2.0417 | 98 | 1.0000 | -0.0526 | 1.0000 | 1.0000 |
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- | No log | 2.0833 | 100 | 0.9012 | 0.0362 | 0.9012 | 0.9493 |
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- | No log | 2.125 | 102 | 0.9726 | -0.0628 | 0.9726 | 0.9862 |
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- | No log | 2.1667 | 104 | 0.9562 | -0.0269 | 0.9562 | 0.9778 |
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- | No log | 2.2083 | 106 | 0.8946 | 0.0182 | 0.8946 | 0.9458 |
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- | No log | 2.25 | 108 | 0.9387 | 0.0111 | 0.9387 | 0.9689 |
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- | No log | 2.2917 | 110 | 1.0677 | -0.0955 | 1.0677 | 1.0333 |
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- | No log | 2.3333 | 112 | 1.3371 | -0.0133 | 1.3371 | 1.1563 |
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- | No log | 2.375 | 114 | 1.2668 | -0.0411 | 1.2668 | 1.1255 |
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- | No log | 2.4167 | 116 | 1.0356 | 0.0327 | 1.0356 | 1.0176 |
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- | No log | 2.4583 | 118 | 0.9873 | 0.0419 | 0.9873 | 0.9936 |
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- | No log | 2.5 | 120 | 1.3601 | 0.1104 | 1.3601 | 1.1662 |
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- | No log | 2.5417 | 122 | 1.2844 | 0.0832 | 1.2844 | 1.1333 |
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- | No log | 2.5833 | 124 | 0.9814 | 0.0179 | 0.9814 | 0.9907 |
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- | No log | 2.625 | 126 | 1.5865 | 0.0076 | 1.5865 | 1.2596 |
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- | No log | 2.6667 | 128 | 1.8084 | -0.0451 | 1.8084 | 1.3448 |
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- | No log | 2.7083 | 130 | 1.4382 | 0.0400 | 1.4382 | 1.1992 |
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- | No log | 2.75 | 132 | 0.8924 | -0.0076 | 0.8924 | 0.9447 |
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- | No log | 2.7917 | 134 | 0.8489 | 0.0595 | 0.8489 | 0.9214 |
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- | No log | 2.8333 | 136 | 0.8493 | 0.0240 | 0.8493 | 0.9216 |
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- | No log | 2.875 | 138 | 0.8043 | 0.0834 | 0.8043 | 0.8968 |
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- | No log | 2.9167 | 140 | 0.9797 | -0.2000 | 0.9797 | 0.9898 |
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- | No log | 2.9583 | 142 | 1.0572 | -0.1274 | 1.0572 | 1.0282 |
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- | No log | 3.0 | 144 | 0.9883 | -0.1509 | 0.9883 | 0.9941 |
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- | No log | 3.0417 | 146 | 0.9596 | -0.0753 | 0.9596 | 0.9796 |
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- | No log | 3.0833 | 148 | 0.9078 | -0.0444 | 0.9078 | 0.9528 |
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- | No log | 3.125 | 150 | 0.9370 | -0.0602 | 0.9370 | 0.9680 |
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- | No log | 3.1667 | 152 | 0.9604 | -0.0511 | 0.9604 | 0.9800 |
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- | No log | 3.2083 | 154 | 1.0047 | -0.1512 | 1.0047 | 1.0024 |
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- | No log | 3.25 | 156 | 1.1652 | -0.0619 | 1.1652 | 1.0795 |
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- | No log | 3.2917 | 158 | 1.2093 | -0.0847 | 1.2093 | 1.0997 |
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- | No log | 3.3333 | 160 | 1.1609 | -0.1219 | 1.1609 | 1.0774 |
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- | No log | 3.375 | 162 | 1.2208 | -0.1063 | 1.2208 | 1.1049 |
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- | No log | 3.4167 | 164 | 1.2461 | -0.1371 | 1.2461 | 1.1163 |
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- | No log | 3.4583 | 166 | 1.2421 | -0.1075 | 1.2421 | 1.1145 |
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- | No log | 3.5 | 168 | 1.2057 | -0.0642 | 1.2057 | 1.0981 |
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- | No log | 3.5417 | 170 | 1.0555 | -0.0646 | 1.0555 | 1.0274 |
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- | No log | 3.5833 | 172 | 1.0647 | -0.0575 | 1.0647 | 1.0319 |
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- | No log | 3.625 | 174 | 1.0474 | -0.0670 | 1.0474 | 1.0234 |
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- | No log | 3.6667 | 176 | 1.1131 | -0.0208 | 1.1131 | 1.0550 |
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- | No log | 3.7083 | 178 | 1.2443 | -0.0975 | 1.2443 | 1.1155 |
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- | No log | 3.75 | 180 | 1.2823 | -0.1769 | 1.2823 | 1.1324 |
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- | No log | 3.7917 | 182 | 1.1963 | -0.1166 | 1.1963 | 1.0938 |
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- | No log | 3.8333 | 184 | 1.0804 | -0.1144 | 1.0804 | 1.0394 |
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- | No log | 3.875 | 186 | 1.0426 | -0.0767 | 1.0426 | 1.0211 |
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- | No log | 3.9167 | 188 | 1.0056 | -0.0629 | 1.0056 | 1.0028 |
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- | No log | 3.9583 | 190 | 1.0044 | -0.0955 | 1.0044 | 1.0022 |
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- | No log | 4.0 | 192 | 1.0542 | -0.1083 | 1.0542 | 1.0268 |
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- | No log | 4.0417 | 194 | 1.1188 | -0.1390 | 1.1188 | 1.0577 |
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- | No log | 4.0833 | 196 | 1.0779 | -0.1973 | 1.0779 | 1.0382 |
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- | No log | 4.125 | 198 | 1.3657 | -0.0833 | 1.3657 | 1.1686 |
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- | No log | 4.1667 | 200 | 1.4156 | -0.0411 | 1.4156 | 1.1898 |
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- | No log | 4.2083 | 202 | 1.2258 | -0.1069 | 1.2258 | 1.1072 |
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- | No log | 4.25 | 204 | 1.0442 | -0.1277 | 1.0442 | 1.0219 |
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- | No log | 4.2917 | 206 | 1.1929 | -0.0786 | 1.1929 | 1.0922 |
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- | No log | 4.3333 | 208 | 1.3014 | -0.2428 | 1.3014 | 1.1408 |
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- | No log | 4.375 | 210 | 1.1189 | -0.1988 | 1.1189 | 1.0578 |
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- | No log | 4.4167 | 212 | 0.9295 | -0.1047 | 0.9295 | 0.9641 |
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- | No log | 4.4583 | 214 | 0.9729 | -0.0786 | 0.9729 | 0.9864 |
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- | No log | 4.5 | 216 | 1.0079 | -0.1354 | 1.0079 | 1.0039 |
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- | No log | 4.5417 | 218 | 1.0365 | -0.1039 | 1.0365 | 1.0181 |
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- | No log | 4.5833 | 220 | 1.1187 | -0.0963 | 1.1187 | 1.0577 |
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- | No log | 4.625 | 222 | 1.4910 | -0.1102 | 1.4910 | 1.2211 |
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- | No log | 4.6667 | 224 | 1.5981 | -0.0881 | 1.5981 | 1.2642 |
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- | No log | 4.7083 | 226 | 1.4668 | -0.0831 | 1.4668 | 1.2111 |
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- | No log | 4.75 | 228 | 1.2586 | -0.0795 | 1.2586 | 1.1219 |
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- | No log | 4.7917 | 230 | 1.2000 | -0.0947 | 1.2000 | 1.0955 |
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- | No log | 4.8333 | 232 | 1.3411 | -0.2012 | 1.3411 | 1.1581 |
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- | No log | 4.875 | 234 | 1.4177 | -0.2214 | 1.4177 | 1.1907 |
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- | No log | 4.9167 | 236 | 1.4960 | -0.2065 | 1.4960 | 1.2231 |
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- | No log | 4.9583 | 238 | 1.5864 | -0.1682 | 1.5864 | 1.2595 |
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- | No log | 5.0 | 240 | 1.4896 | -0.1694 | 1.4896 | 1.2205 |
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- | No log | 5.0417 | 242 | 1.3058 | -0.1721 | 1.3058 | 1.1427 |
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- | No log | 5.0833 | 244 | 1.2081 | -0.1785 | 1.2081 | 1.0991 |
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- | No log | 5.125 | 246 | 1.1329 | -0.1632 | 1.1329 | 1.0644 |
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- | No log | 5.1667 | 248 | 1.0416 | -0.2288 | 1.0416 | 1.0206 |
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- | No log | 5.2083 | 250 | 1.0583 | -0.2059 | 1.0583 | 1.0287 |
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- | No log | 5.25 | 252 | 1.0378 | -0.2059 | 1.0378 | 1.0187 |
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- | No log | 5.2917 | 254 | 1.0029 | -0.2270 | 1.0029 | 1.0015 |
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- | No log | 5.3333 | 256 | 1.0792 | -0.1522 | 1.0792 | 1.0389 |
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- | No log | 5.375 | 258 | 1.0950 | -0.2001 | 1.0950 | 1.0464 |
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- | No log | 5.4167 | 260 | 1.0425 | -0.0955 | 1.0425 | 1.0210 |
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- | No log | 5.4583 | 262 | 1.1961 | -0.1214 | 1.1961 | 1.0937 |
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- | No log | 5.5 | 264 | 1.1961 | -0.0818 | 1.1961 | 1.0937 |
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- | No log | 5.5417 | 266 | 1.1117 | -0.1010 | 1.1117 | 1.0543 |
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- | No log | 5.5833 | 268 | 1.0581 | -0.1099 | 1.0581 | 1.0286 |
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- | No log | 5.625 | 270 | 1.1119 | -0.0861 | 1.1119 | 1.0545 |
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- | No log | 5.6667 | 272 | 1.2193 | -0.0973 | 1.2193 | 1.1042 |
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- | No log | 5.7083 | 274 | 1.3072 | -0.0395 | 1.3072 | 1.1433 |
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- | No log | 5.75 | 276 | 1.3185 | -0.0071 | 1.3185 | 1.1483 |
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- | No log | 5.7917 | 278 | 1.0643 | -0.0735 | 1.0643 | 1.0316 |
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- | No log | 5.8333 | 280 | 0.8881 | -0.0892 | 0.8881 | 0.9424 |
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- | No log | 5.875 | 282 | 0.8861 | -0.1146 | 0.8861 | 0.9413 |
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- | No log | 5.9167 | 284 | 0.9487 | -0.1249 | 0.9487 | 0.9740 |
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- | No log | 5.9583 | 286 | 0.9893 | -0.1354 | 0.9893 | 0.9946 |
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- | No log | 6.0 | 288 | 1.0650 | -0.2764 | 1.0650 | 1.0320 |
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- | No log | 6.0417 | 290 | 1.0717 | -0.2339 | 1.0717 | 1.0352 |
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- | No log | 6.0833 | 292 | 1.0767 | -0.2561 | 1.0767 | 1.0376 |
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- | No log | 6.125 | 294 | 0.9931 | -0.2165 | 0.9931 | 0.9966 |
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- | No log | 6.1667 | 296 | 0.9009 | -0.1268 | 0.9009 | 0.9492 |
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- | No log | 6.2083 | 298 | 0.8134 | 0.0031 | 0.8134 | 0.9019 |
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- | No log | 6.25 | 300 | 0.7877 | -0.0035 | 0.7877 | 0.8875 |
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- | No log | 6.2917 | 302 | 0.7955 | 0.0506 | 0.7955 | 0.8919 |
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- | No log | 6.3333 | 304 | 0.8358 | -0.0188 | 0.8358 | 0.9142 |
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- | No log | 6.375 | 306 | 0.9007 | -0.0145 | 0.9007 | 0.9490 |
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- | No log | 6.4167 | 308 | 0.9522 | -0.0583 | 0.9522 | 0.9758 |
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- | No log | 6.4583 | 310 | 1.0186 | -0.1588 | 1.0186 | 1.0093 |
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- | No log | 6.5 | 312 | 1.1014 | -0.1821 | 1.1014 | 1.0495 |
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- | No log | 6.5417 | 314 | 1.1783 | -0.1326 | 1.1783 | 1.0855 |
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- | No log | 6.5833 | 316 | 1.1770 | -0.1326 | 1.1770 | 1.0849 |
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- | No log | 6.625 | 318 | 1.1310 | -0.2452 | 1.1310 | 1.0635 |
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- | No log | 6.6667 | 320 | 1.0752 | -0.1684 | 1.0752 | 1.0369 |
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- | No log | 6.7083 | 322 | 1.0277 | -0.2757 | 1.0277 | 1.0138 |
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- | No log | 6.75 | 324 | 1.0470 | -0.1372 | 1.0470 | 1.0232 |
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- | No log | 6.7917 | 326 | 1.0114 | -0.1524 | 1.0114 | 1.0057 |
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- | No log | 6.8333 | 328 | 0.9315 | -0.2043 | 0.9315 | 0.9651 |
216
- | No log | 6.875 | 330 | 0.9442 | -0.1121 | 0.9442 | 0.9717 |
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- | No log | 6.9167 | 332 | 0.9884 | -0.0731 | 0.9884 | 0.9942 |
218
- | No log | 6.9583 | 334 | 0.8988 | -0.0204 | 0.8988 | 0.9480 |
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- | No log | 7.0 | 336 | 0.8221 | -0.0062 | 0.8221 | 0.9067 |
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- | No log | 7.0417 | 338 | 0.8500 | -0.0363 | 0.8500 | 0.9220 |
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- | No log | 7.0833 | 340 | 0.8857 | -0.2056 | 0.8857 | 0.9411 |
222
- | No log | 7.125 | 342 | 0.9300 | -0.2142 | 0.9300 | 0.9644 |
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- | No log | 7.1667 | 344 | 1.0199 | -0.0479 | 1.0199 | 1.0099 |
224
- | No log | 7.2083 | 346 | 1.0302 | -0.1580 | 1.0302 | 1.0150 |
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- | No log | 7.25 | 348 | 1.0582 | -0.2003 | 1.0582 | 1.0287 |
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- | No log | 7.2917 | 350 | 1.0679 | -0.1572 | 1.0679 | 1.0334 |
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- | No log | 7.3333 | 352 | 1.0473 | -0.2057 | 1.0473 | 1.0234 |
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- | No log | 7.375 | 354 | 1.0397 | -0.2407 | 1.0397 | 1.0197 |
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- | No log | 7.4167 | 356 | 1.0278 | -0.1802 | 1.0278 | 1.0138 |
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- | No log | 7.4583 | 358 | 1.0424 | -0.1149 | 1.0424 | 1.0210 |
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- | No log | 7.5 | 360 | 0.9281 | -0.1535 | 0.9281 | 0.9634 |
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- | No log | 7.5417 | 362 | 0.8554 | -0.0984 | 0.8554 | 0.9249 |
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- | No log | 7.5833 | 364 | 0.9019 | 0.0247 | 0.9019 | 0.9497 |
234
- | No log | 7.625 | 366 | 0.8589 | -0.0660 | 0.8589 | 0.9268 |
235
- | No log | 7.6667 | 368 | 0.8701 | -0.1616 | 0.8701 | 0.9328 |
236
- | No log | 7.7083 | 370 | 0.9055 | -0.1538 | 0.9055 | 0.9516 |
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- | No log | 7.75 | 372 | 0.9526 | -0.1531 | 0.9526 | 0.9760 |
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- | No log | 7.7917 | 374 | 0.9997 | -0.1786 | 0.9997 | 0.9998 |
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- | No log | 7.8333 | 376 | 1.0727 | -0.1576 | 1.0727 | 1.0357 |
240
- | No log | 7.875 | 378 | 1.1350 | -0.1663 | 1.1350 | 1.0654 |
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- | No log | 7.9167 | 380 | 1.0628 | -0.2003 | 1.0628 | 1.0309 |
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- | No log | 7.9583 | 382 | 1.0097 | -0.2973 | 1.0097 | 1.0048 |
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- | No log | 8.0 | 384 | 0.9603 | -0.2973 | 0.9603 | 0.9800 |
244
- | No log | 8.0417 | 386 | 0.9443 | -0.0996 | 0.9443 | 0.9718 |
245
- | No log | 8.0833 | 388 | 0.9669 | -0.0852 | 0.9669 | 0.9833 |
246
- | No log | 8.125 | 390 | 0.9077 | -0.1905 | 0.9077 | 0.9527 |
247
- | No log | 8.1667 | 392 | 0.8679 | -0.0293 | 0.8679 | 0.9316 |
248
- | No log | 8.2083 | 394 | 0.8588 | -0.1208 | 0.8588 | 0.9267 |
249
- | No log | 8.25 | 396 | 0.8220 | 0.0 | 0.8220 | 0.9067 |
250
- | No log | 8.2917 | 398 | 0.8139 | -0.1163 | 0.8139 | 0.9022 |
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- | No log | 8.3333 | 400 | 0.8059 | -0.1163 | 0.8059 | 0.8977 |
252
- | No log | 8.375 | 402 | 0.8152 | -0.0493 | 0.8152 | 0.9029 |
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- | No log | 8.4167 | 404 | 0.8462 | 0.0585 | 0.8462 | 0.9199 |
254
- | No log | 8.4583 | 406 | 0.8612 | -0.2416 | 0.8612 | 0.9280 |
255
- | No log | 8.5 | 408 | 0.8932 | -0.1927 | 0.8932 | 0.9451 |
256
- | No log | 8.5417 | 410 | 0.9390 | -0.1051 | 0.9390 | 0.9690 |
257
- | No log | 8.5833 | 412 | 1.0007 | -0.0269 | 1.0007 | 1.0004 |
258
- | No log | 8.625 | 414 | 1.0070 | -0.0269 | 1.0070 | 1.0035 |
259
- | No log | 8.6667 | 416 | 0.9500 | -0.1334 | 0.9500 | 0.9747 |
260
- | No log | 8.7083 | 418 | 0.9327 | -0.0517 | 0.9327 | 0.9658 |
261
- | No log | 8.75 | 420 | 0.8868 | -0.0634 | 0.8868 | 0.9417 |
262
- | No log | 8.7917 | 422 | 0.8754 | -0.1535 | 0.8754 | 0.9356 |
263
- | No log | 8.8333 | 424 | 0.8360 | -0.1860 | 0.8360 | 0.9143 |
264
- | No log | 8.875 | 426 | 0.8514 | 0.1202 | 0.8514 | 0.9227 |
265
- | No log | 8.9167 | 428 | 0.9230 | 0.0071 | 0.9230 | 0.9607 |
266
- | No log | 8.9583 | 430 | 0.9071 | 0.0099 | 0.9071 | 0.9524 |
267
- | No log | 9.0 | 432 | 0.8004 | 0.0814 | 0.8004 | 0.8946 |
268
- | No log | 9.0417 | 434 | 0.8100 | -0.0387 | 0.8100 | 0.9000 |
269
- | No log | 9.0833 | 436 | 0.9220 | -0.0477 | 0.9220 | 0.9602 |
270
- | No log | 9.125 | 438 | 0.9438 | -0.0843 | 0.9438 | 0.9715 |
271
- | No log | 9.1667 | 440 | 0.9059 | -0.1413 | 0.9059 | 0.9518 |
272
- | No log | 9.2083 | 442 | 0.9008 | -0.1588 | 0.9008 | 0.9491 |
273
- | No log | 9.25 | 444 | 0.9450 | -0.0511 | 0.9450 | 0.9721 |
274
- | No log | 9.2917 | 446 | 0.9855 | -0.0241 | 0.9855 | 0.9927 |
275
- | No log | 9.3333 | 448 | 0.9356 | -0.0923 | 0.9356 | 0.9673 |
276
- | No log | 9.375 | 450 | 0.9507 | -0.0920 | 0.9507 | 0.9751 |
277
- | No log | 9.4167 | 452 | 1.1071 | -0.0551 | 1.1071 | 1.0522 |
278
- | No log | 9.4583 | 454 | 1.0640 | -0.0408 | 1.0640 | 1.0315 |
279
- | No log | 9.5 | 456 | 0.9667 | -0.0941 | 0.9667 | 0.9832 |
280
- | No log | 9.5417 | 458 | 0.9047 | -0.1211 | 0.9047 | 0.9512 |
281
- | No log | 9.5833 | 460 | 0.9362 | -0.2030 | 0.9362 | 0.9676 |
282
- | No log | 9.625 | 462 | 0.9861 | -0.2302 | 0.9861 | 0.9930 |
283
- | No log | 9.6667 | 464 | 1.0440 | -0.2253 | 1.0440 | 1.0218 |
284
- | No log | 9.7083 | 466 | 1.1330 | -0.1238 | 1.1330 | 1.0644 |
285
- | No log | 9.75 | 468 | 1.2627 | -0.1228 | 1.2627 | 1.1237 |
286
- | No log | 9.7917 | 470 | 1.4338 | -0.0323 | 1.4338 | 1.1974 |
287
- | No log | 9.8333 | 472 | 1.3362 | -0.0361 | 1.3362 | 1.1560 |
288
- | No log | 9.875 | 474 | 1.1232 | -0.0305 | 1.1232 | 1.0598 |
289
- | No log | 9.9167 | 476 | 0.9009 | -0.2017 | 0.9009 | 0.9492 |
290
- | No log | 9.9583 | 478 | 0.8369 | 0.0334 | 0.8369 | 0.9148 |
291
- | No log | 10.0 | 480 | 0.7926 | 0.0334 | 0.7926 | 0.8903 |
292
- | No log | 10.0417 | 482 | 0.8040 | -0.0033 | 0.8040 | 0.8967 |
293
- | No log | 10.0833 | 484 | 0.8585 | -0.1010 | 0.8585 | 0.9265 |
294
- | No log | 10.125 | 486 | 0.9119 | -0.1045 | 0.9119 | 0.9549 |
295
- | No log | 10.1667 | 488 | 0.9217 | -0.1002 | 0.9217 | 0.9601 |
296
- | No log | 10.2083 | 490 | 0.9312 | -0.1355 | 0.9312 | 0.9650 |
297
- | No log | 10.25 | 492 | 0.9578 | -0.0878 | 0.9578 | 0.9787 |
298
- | No log | 10.2917 | 494 | 0.9999 | 0.0227 | 0.9999 | 1.0000 |
299
- | No log | 10.3333 | 496 | 0.9794 | -0.0755 | 0.9794 | 0.9896 |
300
- | No log | 10.375 | 498 | 0.9278 | -0.0361 | 0.9278 | 0.9632 |
301
- | 0.3879 | 10.4167 | 500 | 0.8702 | -0.0841 | 0.8702 | 0.9329 |
302
- | 0.3879 | 10.4583 | 502 | 0.8312 | -0.0132 | 0.8312 | 0.9117 |
303
- | 0.3879 | 10.5 | 504 | 0.8559 | 0.0476 | 0.8559 | 0.9251 |
304
- | 0.3879 | 10.5417 | 506 | 0.9391 | -0.0878 | 0.9391 | 0.9691 |
305
- | 0.3879 | 10.5833 | 508 | 0.9236 | -0.0033 | 0.9236 | 0.9610 |
306
- | 0.3879 | 10.625 | 510 | 0.8617 | 0.0476 | 0.8617 | 0.9283 |
307
- | 0.3879 | 10.6667 | 512 | 0.7872 | 0.1304 | 0.7872 | 0.8872 |
308
- | 0.3879 | 10.7083 | 514 | 0.8046 | -0.0406 | 0.8046 | 0.8970 |
309
- | 0.3879 | 10.75 | 516 | 0.8717 | -0.1354 | 0.8717 | 0.9336 |
310
- | 0.3879 | 10.7917 | 518 | 0.9269 | -0.1580 | 0.9269 | 0.9628 |
311
- | 0.3879 | 10.8333 | 520 | 0.9825 | 0.0196 | 0.9825 | 0.9912 |
312
- | 0.3879 | 10.875 | 522 | 0.9512 | -0.0186 | 0.9512 | 0.9753 |
313
- | 0.3879 | 10.9167 | 524 | 0.8954 | -0.1033 | 0.8954 | 0.9463 |
314
- | 0.3879 | 10.9583 | 526 | 0.8830 | -0.1010 | 0.8830 | 0.9397 |
315
- | 0.3879 | 11.0 | 528 | 0.8752 | -0.1538 | 0.8752 | 0.9355 |
316
- | 0.3879 | 11.0417 | 530 | 0.8872 | -0.1158 | 0.8872 | 0.9419 |
317
- | 0.3879 | 11.0833 | 532 | 0.9170 | -0.0215 | 0.9170 | 0.9576 |
318
- | 0.3879 | 11.125 | 534 | 0.9287 | -0.1033 | 0.9287 | 0.9637 |
319
- | 0.3879 | 11.1667 | 536 | 0.9624 | -0.1730 | 0.9624 | 0.9810 |
320
- | 0.3879 | 11.2083 | 538 | 0.9881 | -0.1592 | 0.9881 | 0.9940 |
321
- | 0.3879 | 11.25 | 540 | 0.9649 | -0.1332 | 0.9649 | 0.9823 |
322
- | 0.3879 | 11.2917 | 542 | 0.9371 | -0.0118 | 0.9371 | 0.9680 |
323
- | 0.3879 | 11.3333 | 544 | 0.9073 | -0.0550 | 0.9073 | 0.9525 |
324
- | 0.3879 | 11.375 | 546 | 0.9332 | -0.2207 | 0.9332 | 0.9660 |
325
- | 0.3879 | 11.4167 | 548 | 0.9407 | -0.1263 | 0.9407 | 0.9699 |
326
- | 0.3879 | 11.4583 | 550 | 0.8924 | -0.1978 | 0.8924 | 0.9446 |
327
- | 0.3879 | 11.5 | 552 | 0.8736 | -0.0091 | 0.8736 | 0.9347 |
328
- | 0.3879 | 11.5417 | 554 | 0.9070 | 0.0129 | 0.9070 | 0.9523 |
329
- | 0.3879 | 11.5833 | 556 | 0.9109 | -0.0351 | 0.9109 | 0.9544 |
330
- | 0.3879 | 11.625 | 558 | 0.9121 | -0.0614 | 0.9121 | 0.9550 |
331
- | 0.3879 | 11.6667 | 560 | 0.9431 | -0.0465 | 0.9431 | 0.9711 |
332
- | 0.3879 | 11.7083 | 562 | 1.0023 | -0.2338 | 1.0023 | 1.0012 |
333
- | 0.3879 | 11.75 | 564 | 1.0041 | -0.2151 | 1.0041 | 1.0020 |
334
- | 0.3879 | 11.7917 | 566 | 0.9640 | -0.0841 | 0.9640 | 0.9818 |
335
- | 0.3879 | 11.8333 | 568 | 1.0039 | -0.1504 | 1.0039 | 1.0020 |
336
- | 0.3879 | 11.875 | 570 | 1.0713 | -0.2617 | 1.0713 | 1.0350 |
 
 
 
 
 
 
 
 
 
 
 
337
 
338
 
339
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k20_task3_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_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k20_task3_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: 0.9675
19
+ - Qwk: -0.0878
20
+ - Mse: 0.9675
21
+ - Rmse: 0.9836
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.04 | 2 | 3.6495 | -0.0051 | 3.6495 | 1.9104 |
53
+ | No log | 0.08 | 4 | 2.1092 | 0.0643 | 2.1092 | 1.4523 |
54
+ | No log | 0.12 | 6 | 2.2727 | 0.0076 | 2.2727 | 1.5076 |
55
+ | No log | 0.16 | 8 | 1.4068 | 0.0045 | 1.4068 | 1.1861 |
56
+ | No log | 0.2 | 10 | 1.7743 | -0.0431 | 1.7743 | 1.3320 |
57
+ | No log | 0.24 | 12 | 1.9622 | -0.0241 | 1.9622 | 1.4008 |
58
+ | No log | 0.28 | 14 | 0.9517 | -0.0143 | 0.9517 | 0.9755 |
59
+ | No log | 0.32 | 16 | 0.7105 | -0.0695 | 0.7105 | 0.8429 |
60
+ | No log | 0.36 | 18 | 0.7815 | 0.0159 | 0.7815 | 0.8840 |
61
+ | No log | 0.4 | 20 | 1.1852 | -0.0468 | 1.1852 | 1.0887 |
62
+ | No log | 0.44 | 22 | 1.8096 | -0.0265 | 1.8096 | 1.3452 |
63
+ | No log | 0.48 | 24 | 1.7371 | -0.0265 | 1.7371 | 1.3180 |
64
+ | No log | 0.52 | 26 | 1.1175 | 0.0 | 1.1175 | 1.0571 |
65
+ | No log | 0.56 | 28 | 0.8423 | -0.0852 | 0.8423 | 0.9178 |
66
+ | No log | 0.6 | 30 | 0.8201 | 0.0129 | 0.8201 | 0.9056 |
67
+ | No log | 0.64 | 32 | 0.9250 | -0.0638 | 0.9250 | 0.9618 |
68
+ | No log | 0.68 | 34 | 0.8575 | 0.0287 | 0.8575 | 0.9260 |
69
+ | No log | 0.72 | 36 | 1.0037 | -0.0398 | 1.0037 | 1.0019 |
70
+ | No log | 0.76 | 38 | 1.0246 | -0.0411 | 1.0246 | 1.0122 |
71
+ | No log | 0.8 | 40 | 1.2544 | -0.0468 | 1.2544 | 1.1200 |
72
+ | No log | 0.84 | 42 | 1.3908 | -0.0468 | 1.3908 | 1.1793 |
73
+ | No log | 0.88 | 44 | 1.4291 | 0.0048 | 1.4291 | 1.1955 |
74
+ | No log | 0.92 | 46 | 1.1245 | -0.0446 | 1.1245 | 1.0604 |
75
+ | No log | 0.96 | 48 | 0.8784 | 0.0346 | 0.8784 | 0.9372 |
76
+ | No log | 1.0 | 50 | 0.7699 | -0.0160 | 0.7699 | 0.8774 |
77
+ | No log | 1.04 | 52 | 0.8468 | 0.0442 | 0.8468 | 0.9202 |
78
+ | No log | 1.08 | 54 | 0.8950 | 0.0233 | 0.8950 | 0.9460 |
79
+ | No log | 1.12 | 56 | 0.9382 | -0.0545 | 0.9382 | 0.9686 |
80
+ | No log | 1.16 | 58 | 1.0168 | -0.0930 | 1.0168 | 1.0084 |
81
+ | No log | 1.2 | 60 | 1.8268 | -0.0241 | 1.8268 | 1.3516 |
82
+ | No log | 1.24 | 62 | 2.2176 | -0.0263 | 2.2176 | 1.4892 |
83
+ | No log | 1.28 | 64 | 1.9999 | -0.0247 | 1.9999 | 1.4142 |
84
+ | No log | 1.32 | 66 | 1.5452 | -0.0221 | 1.5452 | 1.2431 |
85
+ | No log | 1.3600 | 68 | 0.8990 | -0.0240 | 0.8990 | 0.9481 |
86
+ | No log | 1.4 | 70 | 0.8560 | -0.0892 | 0.8560 | 0.9252 |
87
+ | No log | 1.44 | 72 | 0.8460 | -0.0958 | 0.8460 | 0.9198 |
88
+ | No log | 1.48 | 74 | 1.0325 | -0.1279 | 1.0325 | 1.0161 |
89
+ | No log | 1.52 | 76 | 1.7710 | -0.0014 | 1.7710 | 1.3308 |
90
+ | No log | 1.56 | 78 | 1.8453 | -0.0264 | 1.8453 | 1.3584 |
91
+ | No log | 1.6 | 80 | 1.2716 | -0.0133 | 1.2716 | 1.1277 |
92
+ | No log | 1.6400 | 82 | 0.8392 | -0.0240 | 0.8392 | 0.9161 |
93
+ | No log | 1.6800 | 84 | 0.7946 | -0.0520 | 0.7946 | 0.8914 |
94
+ | No log | 1.72 | 86 | 0.7793 | -0.0035 | 0.7793 | 0.8828 |
95
+ | No log | 1.76 | 88 | 0.8384 | -0.0331 | 0.8384 | 0.9156 |
96
+ | No log | 1.8 | 90 | 1.0952 | -0.0677 | 1.0952 | 1.0465 |
97
+ | No log | 1.8400 | 92 | 1.2323 | -0.0145 | 1.2323 | 1.1101 |
98
+ | No log | 1.88 | 94 | 0.9739 | 0.0233 | 0.9739 | 0.9869 |
99
+ | No log | 1.92 | 96 | 0.7798 | 0.0479 | 0.7798 | 0.8831 |
100
+ | No log | 1.96 | 98 | 0.8266 | -0.0644 | 0.8266 | 0.9092 |
101
+ | No log | 2.0 | 100 | 1.0447 | 0.0217 | 1.0447 | 1.0221 |
102
+ | No log | 2.04 | 102 | 1.3981 | -0.0629 | 1.3981 | 1.1824 |
103
+ | No log | 2.08 | 104 | 1.1779 | -0.1196 | 1.1779 | 1.0853 |
104
+ | No log | 2.12 | 106 | 0.9919 | -0.0440 | 0.9919 | 0.9959 |
105
+ | No log | 2.16 | 108 | 0.9620 | -0.1159 | 0.9620 | 0.9808 |
106
+ | No log | 2.2 | 110 | 0.8875 | 0.0303 | 0.8875 | 0.9421 |
107
+ | No log | 2.24 | 112 | 0.9224 | -0.0699 | 0.9224 | 0.9604 |
108
+ | No log | 2.2800 | 114 | 1.2124 | -0.1192 | 1.2124 | 1.1011 |
109
+ | No log | 2.32 | 116 | 2.0412 | -0.0638 | 2.0412 | 1.4287 |
110
+ | No log | 2.36 | 118 | 1.9102 | -0.1544 | 1.9102 | 1.3821 |
111
+ | No log | 2.4 | 120 | 1.2123 | -0.0804 | 1.2123 | 1.1010 |
112
+ | No log | 2.44 | 122 | 0.9696 | -0.1755 | 0.9696 | 0.9847 |
113
+ | No log | 2.48 | 124 | 0.9891 | -0.0186 | 0.9891 | 0.9945 |
114
+ | No log | 2.52 | 126 | 1.1474 | -0.0832 | 1.1474 | 1.0712 |
115
+ | No log | 2.56 | 128 | 1.0627 | -0.0376 | 1.0627 | 1.0309 |
116
+ | No log | 2.6 | 130 | 0.9790 | -0.1280 | 0.9790 | 0.9895 |
117
+ | No log | 2.64 | 132 | 1.0015 | -0.1632 | 1.0015 | 1.0007 |
118
+ | No log | 2.68 | 134 | 0.9992 | -0.0764 | 0.9992 | 0.9996 |
119
+ | No log | 2.7200 | 136 | 1.4096 | -0.0817 | 1.4096 | 1.1873 |
120
+ | No log | 2.76 | 138 | 2.4075 | -0.0777 | 2.4075 | 1.5516 |
121
+ | No log | 2.8 | 140 | 2.2937 | -0.0428 | 2.2937 | 1.5145 |
122
+ | No log | 2.84 | 142 | 1.5408 | -0.0613 | 1.5408 | 1.2413 |
123
+ | No log | 2.88 | 144 | 0.9140 | 0.0 | 0.9140 | 0.9560 |
124
+ | No log | 2.92 | 146 | 0.9453 | -0.0648 | 0.9453 | 0.9723 |
125
+ | No log | 2.96 | 148 | 0.9584 | -0.0989 | 0.9584 | 0.9790 |
126
+ | No log | 3.0 | 150 | 0.8693 | -0.1331 | 0.8693 | 0.9324 |
127
+ | No log | 3.04 | 152 | 0.9807 | -0.1671 | 0.9807 | 0.9903 |
128
+ | No log | 3.08 | 154 | 1.2231 | -0.0285 | 1.2231 | 1.1059 |
129
+ | No log | 3.12 | 156 | 1.1537 | -0.0269 | 1.1537 | 1.0741 |
130
+ | No log | 3.16 | 158 | 0.9401 | -0.0801 | 0.9401 | 0.9696 |
131
+ | No log | 3.2 | 160 | 0.8492 | 0.0318 | 0.8492 | 0.9215 |
132
+ | No log | 3.24 | 162 | 0.8893 | -0.0252 | 0.8893 | 0.9430 |
133
+ | No log | 3.2800 | 164 | 0.9604 | -0.1148 | 0.9604 | 0.9800 |
134
+ | No log | 3.32 | 166 | 0.9267 | -0.0723 | 0.9267 | 0.9626 |
135
+ | No log | 3.36 | 168 | 0.9277 | -0.0723 | 0.9277 | 0.9632 |
136
+ | No log | 3.4 | 170 | 0.9176 | -0.1121 | 0.9176 | 0.9579 |
137
+ | No log | 3.44 | 172 | 0.9266 | -0.0731 | 0.9266 | 0.9626 |
138
+ | No log | 3.48 | 174 | 1.2122 | -0.0175 | 1.2122 | 1.1010 |
139
+ | No log | 3.52 | 176 | 1.3550 | -0.0561 | 1.3550 | 1.1641 |
140
+ | No log | 3.56 | 178 | 1.0982 | -0.1175 | 1.0982 | 1.0480 |
141
+ | No log | 3.6 | 180 | 0.9053 | -0.0274 | 0.9053 | 0.9515 |
142
+ | No log | 3.64 | 182 | 0.8024 | -0.0493 | 0.8024 | 0.8958 |
143
+ | No log | 3.68 | 184 | 0.7654 | -0.0033 | 0.7654 | 0.8749 |
144
+ | No log | 3.7200 | 186 | 0.8394 | 0.0129 | 0.8394 | 0.9162 |
145
+ | No log | 3.76 | 188 | 1.1515 | -0.0345 | 1.1515 | 1.0731 |
146
+ | No log | 3.8 | 190 | 1.2446 | -0.0348 | 1.2446 | 1.1156 |
147
+ | No log | 3.84 | 192 | 0.9898 | -0.0474 | 0.9898 | 0.9949 |
148
+ | No log | 3.88 | 194 | 0.8088 | -0.0125 | 0.8088 | 0.8993 |
149
+ | No log | 3.92 | 196 | 0.8252 | -0.1111 | 0.8252 | 0.9084 |
150
+ | No log | 3.96 | 198 | 0.9458 | -0.0767 | 0.9458 | 0.9725 |
151
+ | No log | 4.0 | 200 | 0.9540 | -0.0767 | 0.9540 | 0.9767 |
152
+ | No log | 4.04 | 202 | 0.9412 | -0.2270 | 0.9412 | 0.9702 |
153
+ | No log | 4.08 | 204 | 1.0059 | -0.1026 | 1.0059 | 1.0029 |
154
+ | No log | 4.12 | 206 | 1.0500 | -0.1088 | 1.0500 | 1.0247 |
155
+ | No log | 4.16 | 208 | 1.0118 | -0.0495 | 1.0118 | 1.0059 |
156
+ | No log | 4.2 | 210 | 0.9713 | -0.0915 | 0.9713 | 0.9856 |
157
+ | No log | 4.24 | 212 | 0.9251 | -0.0879 | 0.9251 | 0.9618 |
158
+ | No log | 4.28 | 214 | 0.9659 | 0.0017 | 0.9659 | 0.9828 |
159
+ | No log | 4.32 | 216 | 0.9894 | -0.0008 | 0.9894 | 0.9947 |
160
+ | No log | 4.36 | 218 | 0.9693 | -0.0230 | 0.9693 | 0.9845 |
161
+ | No log | 4.4 | 220 | 0.9259 | -0.2295 | 0.9259 | 0.9622 |
162
+ | No log | 4.44 | 222 | 0.9035 | -0.1047 | 0.9035 | 0.9505 |
163
+ | No log | 4.48 | 224 | 1.0033 | -0.1209 | 1.0033 | 1.0017 |
164
+ | No log | 4.52 | 226 | 0.8818 | 0.0214 | 0.8818 | 0.9391 |
165
+ | No log | 4.5600 | 228 | 0.7699 | -0.1697 | 0.7699 | 0.8775 |
166
+ | No log | 4.6 | 230 | 0.7517 | -0.0591 | 0.7517 | 0.8670 |
167
+ | No log | 4.64 | 232 | 0.7897 | -0.0695 | 0.7897 | 0.8886 |
168
+ | No log | 4.68 | 234 | 0.7865 | -0.0679 | 0.7865 | 0.8868 |
169
+ | No log | 4.72 | 236 | 0.8094 | -0.1616 | 0.8094 | 0.8996 |
170
+ | No log | 4.76 | 238 | 0.8884 | -0.1585 | 0.8884 | 0.9426 |
171
+ | No log | 4.8 | 240 | 1.0917 | -0.0079 | 1.0917 | 1.0449 |
172
+ | No log | 4.84 | 242 | 1.0408 | 0.0016 | 1.0408 | 1.0202 |
173
+ | No log | 4.88 | 244 | 0.9841 | -0.0373 | 0.9841 | 0.9920 |
174
+ | No log | 4.92 | 246 | 1.0120 | -0.0163 | 1.0120 | 1.0060 |
175
+ | No log | 4.96 | 248 | 0.9546 | 0.0377 | 0.9546 | 0.9770 |
176
+ | No log | 5.0 | 250 | 0.8735 | 0.0071 | 0.8735 | 0.9346 |
177
+ | No log | 5.04 | 252 | 0.8480 | -0.0488 | 0.8480 | 0.9209 |
178
+ | No log | 5.08 | 254 | 0.8994 | -0.0956 | 0.8994 | 0.9483 |
179
+ | No log | 5.12 | 256 | 0.9022 | -0.1155 | 0.9022 | 0.9498 |
180
+ | No log | 5.16 | 258 | 0.9130 | -0.0082 | 0.9130 | 0.9555 |
181
+ | No log | 5.2 | 260 | 0.9319 | -0.0054 | 0.9319 | 0.9653 |
182
+ | No log | 5.24 | 262 | 0.9313 | -0.1214 | 0.9313 | 0.9650 |
183
+ | No log | 5.28 | 264 | 0.9548 | -0.0230 | 0.9548 | 0.9771 |
184
+ | No log | 5.32 | 266 | 1.1374 | -0.0163 | 1.1374 | 1.0665 |
185
+ | No log | 5.36 | 268 | 1.1704 | -0.0936 | 1.1704 | 1.0818 |
186
+ | No log | 5.4 | 270 | 1.0388 | -0.0809 | 1.0388 | 1.0192 |
187
+ | No log | 5.44 | 272 | 0.9424 | -0.0930 | 0.9424 | 0.9708 |
188
+ | No log | 5.48 | 274 | 0.9841 | -0.0240 | 0.9841 | 0.9920 |
189
+ | No log | 5.52 | 276 | 0.9766 | -0.0240 | 0.9766 | 0.9882 |
190
+ | No log | 5.5600 | 278 | 0.9714 | -0.0240 | 0.9714 | 0.9856 |
191
+ | No log | 5.6 | 280 | 0.9883 | 0.0562 | 0.9883 | 0.9941 |
192
+ | No log | 5.64 | 282 | 0.9996 | -0.0788 | 0.9996 | 0.9998 |
193
+ | No log | 5.68 | 284 | 1.0031 | -0.0833 | 1.0031 | 1.0016 |
194
+ | No log | 5.72 | 286 | 0.9274 | 0.0159 | 0.9274 | 0.9630 |
195
+ | No log | 5.76 | 288 | 0.9509 | -0.0812 | 0.9509 | 0.9751 |
196
+ | No log | 5.8 | 290 | 0.9876 | -0.0441 | 0.9876 | 0.9938 |
197
+ | No log | 5.84 | 292 | 0.8703 | -0.0612 | 0.8703 | 0.9329 |
198
+ | No log | 5.88 | 294 | 0.8629 | -0.0612 | 0.8629 | 0.9289 |
199
+ | No log | 5.92 | 296 | 0.8666 | 0.0282 | 0.8666 | 0.9309 |
200
+ | No log | 5.96 | 298 | 0.8930 | 0.0099 | 0.8930 | 0.9450 |
201
+ | No log | 6.0 | 300 | 0.9379 | -0.0833 | 0.9379 | 0.9684 |
202
+ | No log | 6.04 | 302 | 0.8313 | 0.0807 | 0.8313 | 0.9118 |
203
+ | No log | 6.08 | 304 | 0.8141 | -0.1088 | 0.8141 | 0.9023 |
204
+ | No log | 6.12 | 306 | 0.8155 | -0.0493 | 0.8155 | 0.9030 |
205
+ | No log | 6.16 | 308 | 0.8261 | 0.0260 | 0.8261 | 0.9089 |
206
+ | No log | 6.2 | 310 | 0.8889 | -0.0371 | 0.8889 | 0.9428 |
207
+ | No log | 6.24 | 312 | 0.9383 | -0.0823 | 0.9383 | 0.9687 |
208
+ | No log | 6.28 | 314 | 0.8998 | -0.0295 | 0.8998 | 0.9486 |
209
+ | No log | 6.32 | 316 | 0.9676 | -0.0833 | 0.9676 | 0.9837 |
210
+ | No log | 6.36 | 318 | 1.0628 | -0.0163 | 1.0628 | 1.0309 |
211
+ | No log | 6.4 | 320 | 0.9380 | -0.0371 | 0.9380 | 0.9685 |
212
+ | No log | 6.44 | 322 | 0.9040 | -0.1795 | 0.9040 | 0.9508 |
213
+ | No log | 6.48 | 324 | 0.9428 | -0.0811 | 0.9428 | 0.9710 |
214
+ | No log | 6.52 | 326 | 0.9231 | -0.1146 | 0.9231 | 0.9608 |
215
+ | No log | 6.5600 | 328 | 0.9547 | -0.0113 | 0.9547 | 0.9771 |
216
+ | No log | 6.6 | 330 | 1.0290 | 0.0038 | 1.0290 | 1.0144 |
217
+ | No log | 6.64 | 332 | 0.9702 | -0.0138 | 0.9702 | 0.9850 |
218
+ | No log | 6.68 | 334 | 0.9949 | -0.1303 | 0.9949 | 0.9974 |
219
+ | No log | 6.72 | 336 | 0.9961 | -0.0956 | 0.9961 | 0.9980 |
220
+ | No log | 6.76 | 338 | 0.9377 | -0.1939 | 0.9377 | 0.9683 |
221
+ | No log | 6.8 | 340 | 1.0063 | -0.0442 | 1.0063 | 1.0031 |
222
+ | No log | 6.84 | 342 | 1.1540 | 0.0353 | 1.1540 | 1.0742 |
223
+ | No log | 6.88 | 344 | 1.1446 | -0.0345 | 1.1446 | 1.0699 |
224
+ | No log | 6.92 | 346 | 1.0164 | 0.0515 | 1.0164 | 1.0082 |
225
+ | No log | 6.96 | 348 | 0.9169 | -0.1708 | 0.9169 | 0.9576 |
226
+ | No log | 7.0 | 350 | 0.9024 | -0.1246 | 0.9024 | 0.9500 |
227
+ | No log | 7.04 | 352 | 0.9324 | -0.0408 | 0.9324 | 0.9656 |
228
+ | No log | 7.08 | 354 | 1.0037 | -0.0182 | 1.0037 | 1.0018 |
229
+ | No log | 7.12 | 356 | 0.9234 | -0.0861 | 0.9234 | 0.9609 |
230
+ | No log | 7.16 | 358 | 0.8064 | -0.0152 | 0.8064 | 0.8980 |
231
+ | No log | 7.2 | 360 | 0.8477 | -0.0837 | 0.8477 | 0.9207 |
232
+ | No log | 7.24 | 362 | 0.8443 | -0.0949 | 0.8443 | 0.9188 |
233
+ | No log | 7.28 | 364 | 0.7846 | -0.1153 | 0.7846 | 0.8858 |
234
+ | No log | 7.32 | 366 | 0.7837 | -0.1227 | 0.7837 | 0.8853 |
235
+ | No log | 7.36 | 368 | 0.8155 | 0.0260 | 0.8155 | 0.9030 |
236
+ | No log | 7.4 | 370 | 0.8622 | -0.0309 | 0.8622 | 0.9285 |
237
+ | No log | 7.44 | 372 | 0.9390 | -0.1261 | 0.9390 | 0.9690 |
238
+ | No log | 7.48 | 374 | 0.8917 | -0.0351 | 0.8917 | 0.9443 |
239
+ | No log | 7.52 | 376 | 0.9025 | -0.0351 | 0.9025 | 0.9500 |
240
+ | No log | 7.5600 | 378 | 0.8939 | -0.0218 | 0.8939 | 0.9455 |
241
+ | No log | 7.6 | 380 | 0.9066 | -0.1197 | 0.9066 | 0.9522 |
242
+ | No log | 7.64 | 382 | 0.9774 | 0.0207 | 0.9774 | 0.9886 |
243
+ | No log | 7.68 | 384 | 1.1487 | -0.0067 | 1.1487 | 1.0718 |
244
+ | No log | 7.72 | 386 | 1.1468 | -0.0084 | 1.1468 | 1.0709 |
245
+ | No log | 7.76 | 388 | 0.9294 | 0.0182 | 0.9294 | 0.9640 |
246
+ | No log | 7.8 | 390 | 0.7993 | -0.0032 | 0.7993 | 0.8941 |
247
+ | No log | 7.84 | 392 | 0.8702 | -0.2411 | 0.8702 | 0.9328 |
248
+ | No log | 7.88 | 394 | 0.8860 | -0.1833 | 0.8860 | 0.9413 |
249
+ | No log | 7.92 | 396 | 0.8164 | -0.0493 | 0.8164 | 0.9036 |
250
+ | No log | 7.96 | 398 | 0.8246 | 0.0225 | 0.8246 | 0.9081 |
251
+ | No log | 8.0 | 400 | 0.9537 | -0.0490 | 0.9537 | 0.9766 |
252
+ | No log | 8.04 | 402 | 0.9146 | -0.0390 | 0.9146 | 0.9563 |
253
+ | No log | 8.08 | 404 | 0.8039 | -0.1100 | 0.8039 | 0.8966 |
254
+ | No log | 8.12 | 406 | 0.8244 | -0.0493 | 0.8244 | 0.9080 |
255
+ | No log | 8.16 | 408 | 0.8587 | -0.0958 | 0.8587 | 0.9267 |
256
+ | No log | 8.2 | 410 | 0.8370 | -0.0062 | 0.8370 | 0.9149 |
257
+ | No log | 8.24 | 412 | 0.8431 | -0.1168 | 0.8431 | 0.9182 |
258
+ | No log | 8.28 | 414 | 0.9076 | 0.0071 | 0.9076 | 0.9527 |
259
+ | No log | 8.32 | 416 | 0.8998 | 0.0043 | 0.8998 | 0.9486 |
260
+ | No log | 8.36 | 418 | 0.8275 | -0.0179 | 0.8275 | 0.9096 |
261
+ | No log | 8.4 | 420 | 0.7927 | -0.1100 | 0.7927 | 0.8903 |
262
+ | No log | 8.44 | 422 | 0.7889 | -0.0152 | 0.7889 | 0.8882 |
263
+ | No log | 8.48 | 424 | 0.8087 | -0.0264 | 0.8087 | 0.8993 |
264
+ | No log | 8.52 | 426 | 0.8346 | -0.0778 | 0.8346 | 0.9136 |
265
+ | No log | 8.56 | 428 | 0.8916 | -0.0442 | 0.8916 | 0.9442 |
266
+ | No log | 8.6 | 430 | 0.9303 | -0.0122 | 0.9303 | 0.9645 |
267
+ | No log | 8.64 | 432 | 0.8834 | -0.1197 | 0.8834 | 0.9399 |
268
+ | No log | 8.68 | 434 | 0.8952 | -0.1748 | 0.8952 | 0.9462 |
269
+ | No log | 8.72 | 436 | 0.9262 | -0.0608 | 0.9262 | 0.9624 |
270
+ | No log | 8.76 | 438 | 0.9223 | -0.1120 | 0.9223 | 0.9604 |
271
+ | No log | 8.8 | 440 | 0.9072 | -0.0573 | 0.9072 | 0.9525 |
272
+ | No log | 8.84 | 442 | 0.8854 | -0.0138 | 0.8854 | 0.9410 |
273
+ | No log | 8.88 | 444 | 0.8674 | -0.0228 | 0.8674 | 0.9313 |
274
+ | No log | 8.92 | 446 | 0.9067 | -0.0842 | 0.9067 | 0.9522 |
275
+ | No log | 8.96 | 448 | 0.9057 | -0.0474 | 0.9057 | 0.9517 |
276
+ | No log | 9.0 | 450 | 0.9052 | -0.0518 | 0.9052 | 0.9514 |
277
+ | No log | 9.04 | 452 | 0.9039 | -0.0143 | 0.9039 | 0.9507 |
278
+ | No log | 9.08 | 454 | 0.8434 | -0.0079 | 0.8434 | 0.9184 |
279
+ | No log | 9.12 | 456 | 0.8063 | -0.0801 | 0.8063 | 0.8979 |
280
+ | No log | 9.16 | 458 | 0.7807 | 0.0214 | 0.7807 | 0.8836 |
281
+ | No log | 9.2 | 460 | 0.7938 | 0.0600 | 0.7938 | 0.8910 |
282
+ | No log | 9.24 | 462 | 0.8782 | 0.0260 | 0.8782 | 0.9371 |
283
+ | No log | 9.28 | 464 | 0.9027 | 0.0486 | 0.9027 | 0.9501 |
284
+ | No log | 9.32 | 466 | 0.9263 | 0.0458 | 0.9263 | 0.9625 |
285
+ | No log | 9.36 | 468 | 0.8694 | 0.0233 | 0.8694 | 0.9324 |
286
+ | No log | 9.4 | 470 | 0.8048 | -0.0390 | 0.8048 | 0.8971 |
287
+ | No log | 9.44 | 472 | 0.8146 | -0.0704 | 0.8146 | 0.9026 |
288
+ | No log | 9.48 | 474 | 0.8111 | 0.0863 | 0.8111 | 0.9006 |
289
+ | No log | 9.52 | 476 | 0.7948 | -0.0240 | 0.7948 | 0.8915 |
290
+ | No log | 9.56 | 478 | 0.8730 | -0.0033 | 0.8730 | 0.9344 |
291
+ | No log | 9.6 | 480 | 0.9432 | -0.0079 | 0.9432 | 0.9712 |
292
+ | No log | 9.64 | 482 | 0.8810 | -0.0459 | 0.8810 | 0.9386 |
293
+ | No log | 9.68 | 484 | 0.7997 | -0.0240 | 0.7997 | 0.8943 |
294
+ | No log | 9.72 | 486 | 0.7835 | -0.0188 | 0.7835 | 0.8851 |
295
+ | No log | 9.76 | 488 | 0.8042 | -0.0287 | 0.8042 | 0.8968 |
296
+ | No log | 9.8 | 490 | 0.8778 | -0.0474 | 0.8778 | 0.9369 |
297
+ | No log | 9.84 | 492 | 0.8701 | -0.0474 | 0.8701 | 0.9328 |
298
+ | No log | 9.88 | 494 | 0.7879 | 0.0159 | 0.7879 | 0.8876 |
299
+ | No log | 9.92 | 496 | 0.7623 | 0.0436 | 0.7623 | 0.8731 |
300
+ | No log | 9.96 | 498 | 0.8188 | -0.0428 | 0.8188 | 0.9049 |
301
+ | 0.339 | 10.0 | 500 | 0.8238 | -0.0428 | 0.8238 | 0.9076 |
302
+ | 0.339 | 10.04 | 502 | 0.7815 | 0.0436 | 0.7815 | 0.8840 |
303
+ | 0.339 | 10.08 | 504 | 0.7825 | -0.0188 | 0.7825 | 0.8846 |
304
+ | 0.339 | 10.12 | 506 | 0.8220 | 0.0043 | 0.8220 | 0.9066 |
305
+ | 0.339 | 10.16 | 508 | 0.8374 | -0.0033 | 0.8374 | 0.9151 |
306
+ | 0.339 | 10.2 | 510 | 0.8287 | -0.0474 | 0.8287 | 0.9103 |
307
+ | 0.339 | 10.24 | 512 | 0.7752 | 0.1202 | 0.7752 | 0.8805 |
308
+ | 0.339 | 10.28 | 514 | 0.7384 | -0.0160 | 0.7384 | 0.8593 |
309
+ | 0.339 | 10.32 | 516 | 0.7308 | 0.0964 | 0.7308 | 0.8549 |
310
+ | 0.339 | 10.36 | 518 | 0.7230 | 0.0334 | 0.7230 | 0.8503 |
311
+ | 0.339 | 10.4 | 520 | 0.7807 | -0.0459 | 0.7807 | 0.8836 |
312
+ | 0.339 | 10.44 | 522 | 0.9597 | 0.0305 | 0.9597 | 0.9796 |
313
+ | 0.339 | 10.48 | 524 | 1.0517 | 0.0446 | 1.0517 | 1.0255 |
314
+ | 0.339 | 10.52 | 526 | 0.9465 | 0.0623 | 0.9465 | 0.9729 |
315
+ | 0.339 | 10.56 | 528 | 0.7741 | -0.0408 | 0.7741 | 0.8798 |
316
+ | 0.339 | 10.6 | 530 | 0.7801 | -0.0091 | 0.7801 | 0.8832 |
317
+ | 0.339 | 10.64 | 532 | 0.7995 | 0.0058 | 0.7995 | 0.8942 |
318
+ | 0.339 | 10.68 | 534 | 0.7805 | 0.0318 | 0.7805 | 0.8834 |
319
+ | 0.339 | 10.72 | 536 | 0.7987 | -0.0309 | 0.7987 | 0.8937 |
320
+ | 0.339 | 10.76 | 538 | 0.8678 | -0.0101 | 0.8678 | 0.9316 |
321
+ | 0.339 | 10.8 | 540 | 0.8944 | -0.0143 | 0.8944 | 0.9457 |
322
+ | 0.339 | 10.84 | 542 | 0.9077 | -0.0571 | 0.9077 | 0.9527 |
323
+ | 0.339 | 10.88 | 544 | 0.8493 | -0.0079 | 0.8493 | 0.9216 |
324
+ | 0.339 | 10.92 | 546 | 0.8144 | 0.0017 | 0.8144 | 0.9025 |
325
+ | 0.339 | 10.96 | 548 | 0.7896 | 0.0043 | 0.7896 | 0.8886 |
326
+ | 0.339 | 11.0 | 550 | 0.7774 | -0.0371 | 0.7774 | 0.8817 |
327
+ | 0.339 | 11.04 | 552 | 0.7769 | 0.0562 | 0.7769 | 0.8814 |
328
+ | 0.339 | 11.08 | 554 | 0.7949 | -0.0283 | 0.7949 | 0.8916 |
329
+ | 0.339 | 11.12 | 556 | 0.8214 | -0.1088 | 0.8214 | 0.9063 |
330
+ | 0.339 | 11.16 | 558 | 0.8345 | -0.0303 | 0.8345 | 0.9135 |
331
+ | 0.339 | 11.2 | 560 | 0.8279 | 0.0260 | 0.8279 | 0.9099 |
332
+ | 0.339 | 11.24 | 562 | 0.8256 | -0.0351 | 0.8256 | 0.9086 |
333
+ | 0.339 | 11.28 | 564 | 0.8209 | 0.0017 | 0.8209 | 0.9061 |
334
+ | 0.339 | 11.32 | 566 | 0.8525 | -0.0861 | 0.8525 | 0.9233 |
335
+ | 0.339 | 11.36 | 568 | 0.8289 | -0.0425 | 0.8289 | 0.9104 |
336
+ | 0.339 | 11.4 | 570 | 0.7860 | -0.0264 | 0.7860 | 0.8865 |
337
+ | 0.339 | 11.44 | 572 | 0.8081 | -0.0188 | 0.8081 | 0.8989 |
338
+ | 0.339 | 11.48 | 574 | 0.8449 | -0.1249 | 0.8449 | 0.9192 |
339
+ | 0.339 | 11.52 | 576 | 0.9324 | 0.0250 | 0.9324 | 0.9656 |
340
+ | 0.339 | 11.56 | 578 | 1.0842 | 0.0329 | 1.0842 | 1.0413 |
341
+ | 0.339 | 11.6 | 580 | 1.0656 | -0.0269 | 1.0656 | 1.0323 |
342
+ | 0.339 | 11.64 | 582 | 0.9374 | 0.0017 | 0.9374 | 0.9682 |
343
+ | 0.339 | 11.68 | 584 | 0.8703 | -0.1033 | 0.8703 | 0.9329 |
344
+ | 0.339 | 11.72 | 586 | 0.8656 | -0.0493 | 0.8656 | 0.9304 |
345
+ | 0.339 | 11.76 | 588 | 0.8897 | -0.0506 | 0.8897 | 0.9432 |
346
+ | 0.339 | 11.8 | 590 | 0.9305 | -0.1847 | 0.9305 | 0.9646 |
347
+ | 0.339 | 11.84 | 592 | 0.9675 | -0.0878 | 0.9675 | 0.9836 |
348
 
349
 
350
  ### Framework versions