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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_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_k2_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_k2_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: 0.7687
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- - Qwk: 0.5259
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- - Mse: 0.7687
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- - Rmse: 0.8768
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  ## Model description
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@@ -47,263 +47,325 @@ 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 | 0.1667 | 2 | 4.5530 | 0.0018 | 4.5530 | 2.1338 |
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- | No log | 0.3333 | 4 | 2.4686 | 0.0672 | 2.4686 | 1.5712 |
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- | No log | 0.5 | 6 | 1.7900 | 0.0844 | 1.7900 | 1.3379 |
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- | No log | 0.6667 | 8 | 1.1826 | 0.1370 | 1.1826 | 1.0875 |
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- | No log | 0.8333 | 10 | 1.1721 | 0.1585 | 1.1721 | 1.0826 |
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- | No log | 1.0 | 12 | 1.1640 | 0.2448 | 1.1640 | 1.0789 |
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- | No log | 1.1667 | 14 | 1.1071 | 0.2843 | 1.1071 | 1.0522 |
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- | No log | 1.3333 | 16 | 1.0810 | 0.2694 | 1.0810 | 1.0397 |
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- | No log | 1.5 | 18 | 1.5072 | 0.1603 | 1.5072 | 1.2277 |
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- | No log | 1.6667 | 20 | 1.6234 | 0.2243 | 1.6234 | 1.2741 |
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- | No log | 1.8333 | 22 | 1.2415 | 0.2304 | 1.2415 | 1.1142 |
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- | No log | 2.0 | 24 | 1.1132 | 0.1811 | 1.1132 | 1.0551 |
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- | No log | 2.1667 | 26 | 1.1144 | 0.1992 | 1.1144 | 1.0557 |
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- | No log | 2.3333 | 28 | 1.1988 | 0.2247 | 1.1988 | 1.0949 |
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- | No log | 2.5 | 30 | 1.2442 | 0.2821 | 1.2442 | 1.1154 |
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- | No log | 2.6667 | 32 | 1.2466 | 0.4140 | 1.2466 | 1.1165 |
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- | No log | 2.8333 | 34 | 1.0866 | 0.4094 | 1.0866 | 1.0424 |
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- | No log | 3.0 | 36 | 1.2535 | 0.3734 | 1.2535 | 1.1196 |
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- | No log | 3.1667 | 38 | 1.2222 | 0.3912 | 1.2222 | 1.1055 |
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- | No log | 3.3333 | 40 | 0.9568 | 0.5200 | 0.9568 | 0.9781 |
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- | No log | 3.5 | 42 | 0.9871 | 0.5034 | 0.9871 | 0.9935 |
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- | No log | 3.6667 | 44 | 1.4433 | 0.3271 | 1.4433 | 1.2014 |
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- | No log | 3.8333 | 46 | 1.1213 | 0.3992 | 1.1213 | 1.0589 |
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- | No log | 4.0 | 48 | 0.8256 | 0.5397 | 0.8256 | 0.9086 |
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- | No log | 4.1667 | 50 | 0.8937 | 0.5357 | 0.8937 | 0.9453 |
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- | No log | 4.3333 | 52 | 0.8723 | 0.5634 | 0.8723 | 0.9340 |
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- | No log | 4.5 | 54 | 1.0182 | 0.3763 | 1.0182 | 1.0091 |
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- | No log | 4.6667 | 56 | 1.1373 | 0.3449 | 1.1373 | 1.0665 |
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- | No log | 4.8333 | 58 | 0.9808 | 0.3714 | 0.9808 | 0.9904 |
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- | No log | 5.0 | 60 | 0.8560 | 0.5320 | 0.8560 | 0.9252 |
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- | No log | 5.1667 | 62 | 0.8289 | 0.5895 | 0.8289 | 0.9104 |
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- | No log | 5.3333 | 64 | 0.8378 | 0.6204 | 0.8378 | 0.9153 |
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- | No log | 5.5 | 66 | 0.8303 | 0.6168 | 0.8303 | 0.9112 |
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- | No log | 5.6667 | 68 | 0.9138 | 0.5471 | 0.9138 | 0.9559 |
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- | No log | 5.8333 | 70 | 0.9608 | 0.5296 | 0.9608 | 0.9802 |
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- | No log | 6.0 | 72 | 0.9785 | 0.5471 | 0.9785 | 0.9892 |
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- | No log | 6.1667 | 74 | 0.8401 | 0.5794 | 0.8401 | 0.9166 |
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- | No log | 6.3333 | 76 | 0.8317 | 0.6001 | 0.8317 | 0.9120 |
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- | No log | 6.5 | 78 | 0.8318 | 0.5827 | 0.8318 | 0.9120 |
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- | No log | 6.6667 | 80 | 0.8195 | 0.5546 | 0.8195 | 0.9053 |
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- | No log | 6.8333 | 82 | 0.9137 | 0.5486 | 0.9137 | 0.9559 |
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- | No log | 7.0 | 84 | 0.7836 | 0.5497 | 0.7836 | 0.8852 |
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- | No log | 7.1667 | 86 | 0.7776 | 0.6097 | 0.7776 | 0.8818 |
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- | No log | 7.3333 | 88 | 0.7555 | 0.6239 | 0.7555 | 0.8692 |
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- | No log | 7.5 | 90 | 0.7408 | 0.6239 | 0.7408 | 0.8607 |
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- | No log | 7.6667 | 92 | 0.7284 | 0.6239 | 0.7284 | 0.8535 |
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- | No log | 7.8333 | 94 | 0.7638 | 0.5825 | 0.7638 | 0.8740 |
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- | No log | 8.0 | 96 | 0.7645 | 0.5546 | 0.7645 | 0.8744 |
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- | No log | 8.1667 | 98 | 0.7178 | 0.6525 | 0.7178 | 0.8472 |
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- | No log | 8.3333 | 100 | 0.7438 | 0.6141 | 0.7438 | 0.8625 |
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- | No log | 8.5 | 102 | 0.7696 | 0.6151 | 0.7696 | 0.8773 |
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- | No log | 8.6667 | 104 | 0.8044 | 0.5287 | 0.8044 | 0.8969 |
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- | No log | 8.8333 | 106 | 0.7386 | 0.6172 | 0.7386 | 0.8594 |
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- | No log | 9.0 | 108 | 0.7624 | 0.5766 | 0.7624 | 0.8732 |
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- | No log | 9.1667 | 110 | 0.9735 | 0.5777 | 0.9735 | 0.9867 |
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- | No log | 9.3333 | 112 | 0.8539 | 0.5860 | 0.8539 | 0.9241 |
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- | No log | 9.5 | 114 | 0.7642 | 0.6605 | 0.7642 | 0.8742 |
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- | No log | 9.6667 | 116 | 0.9461 | 0.5258 | 0.9461 | 0.9727 |
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- | No log | 9.8333 | 118 | 0.8830 | 0.5977 | 0.8830 | 0.9397 |
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- | No log | 10.0 | 120 | 0.7944 | 0.6026 | 0.7944 | 0.8913 |
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- | No log | 10.1667 | 122 | 0.7684 | 0.6029 | 0.7684 | 0.8766 |
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- | No log | 10.3333 | 124 | 0.7961 | 0.5339 | 0.7961 | 0.8922 |
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- | No log | 10.5 | 126 | 0.7620 | 0.6177 | 0.7620 | 0.8729 |
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- | No log | 10.6667 | 128 | 0.7413 | 0.5102 | 0.7413 | 0.8610 |
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- | No log | 10.8333 | 130 | 0.7858 | 0.5248 | 0.7858 | 0.8864 |
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- | No log | 11.0 | 132 | 0.7757 | 0.5886 | 0.7757 | 0.8807 |
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- | No log | 11.1667 | 134 | 0.7246 | 0.5530 | 0.7246 | 0.8512 |
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- | No log | 11.3333 | 136 | 0.7330 | 0.5832 | 0.7330 | 0.8561 |
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- | No log | 11.5 | 138 | 0.8812 | 0.5139 | 0.8812 | 0.9387 |
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- | No log | 11.6667 | 140 | 0.7552 | 0.5788 | 0.7552 | 0.8690 |
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- | No log | 11.8333 | 142 | 0.6629 | 0.5821 | 0.6629 | 0.8142 |
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- | No log | 12.0 | 144 | 0.6833 | 0.6029 | 0.6833 | 0.8266 |
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- | No log | 12.1667 | 146 | 0.6789 | 0.5961 | 0.6789 | 0.8239 |
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- | No log | 12.3333 | 148 | 0.6851 | 0.5582 | 0.6851 | 0.8277 |
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- | No log | 12.5 | 150 | 0.7015 | 0.6517 | 0.7015 | 0.8375 |
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- | No log | 12.6667 | 152 | 0.6944 | 0.6417 | 0.6944 | 0.8333 |
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- | No log | 12.8333 | 154 | 0.8199 | 0.4962 | 0.8199 | 0.9055 |
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- | No log | 13.0 | 156 | 0.9404 | 0.4894 | 0.9404 | 0.9698 |
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- | No log | 13.1667 | 158 | 0.8200 | 0.4949 | 0.8200 | 0.9055 |
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- | No log | 13.3333 | 160 | 0.7067 | 0.6237 | 0.7067 | 0.8406 |
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- | No log | 13.5 | 162 | 0.7963 | 0.6101 | 0.7963 | 0.8923 |
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- | No log | 13.6667 | 164 | 0.8762 | 0.5297 | 0.8762 | 0.9360 |
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- | No log | 13.8333 | 166 | 0.7821 | 0.6049 | 0.7821 | 0.8844 |
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- | No log | 14.0 | 168 | 0.7056 | 0.6151 | 0.7056 | 0.8400 |
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- | No log | 14.1667 | 170 | 0.7170 | 0.5546 | 0.7170 | 0.8468 |
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- | No log | 14.3333 | 172 | 0.7225 | 0.5358 | 0.7225 | 0.8500 |
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- | No log | 14.5 | 174 | 0.6911 | 0.6117 | 0.6911 | 0.8313 |
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- | No log | 14.6667 | 176 | 0.6990 | 0.6117 | 0.6990 | 0.8361 |
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- | No log | 14.8333 | 178 | 0.7018 | 0.6487 | 0.7018 | 0.8377 |
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- | No log | 15.0 | 180 | 0.7465 | 0.6109 | 0.7465 | 0.8640 |
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- | No log | 15.1667 | 182 | 0.7944 | 0.5736 | 0.7944 | 0.8913 |
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- | No log | 15.3333 | 184 | 0.7707 | 0.5833 | 0.7707 | 0.8779 |
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- | No log | 15.5 | 186 | 0.7427 | 0.5988 | 0.7427 | 0.8618 |
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- | No log | 15.6667 | 188 | 0.7504 | 0.5750 | 0.7504 | 0.8663 |
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- | No log | 15.8333 | 190 | 0.7613 | 0.6211 | 0.7613 | 0.8725 |
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- | No log | 16.0 | 192 | 0.7926 | 0.6047 | 0.7926 | 0.8903 |
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- | No log | 16.1667 | 194 | 0.8033 | 0.6069 | 0.8033 | 0.8963 |
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- | No log | 16.3333 | 196 | 0.7559 | 0.6131 | 0.7559 | 0.8694 |
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- | No log | 16.5 | 198 | 0.7296 | 0.6051 | 0.7296 | 0.8542 |
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- | No log | 16.6667 | 200 | 0.7601 | 0.5712 | 0.7601 | 0.8718 |
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- | No log | 16.8333 | 202 | 0.7463 | 0.5327 | 0.7463 | 0.8639 |
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- | No log | 17.0 | 204 | 0.7327 | 0.5607 | 0.7327 | 0.8560 |
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- | No log | 17.1667 | 206 | 0.7258 | 0.5856 | 0.7258 | 0.8520 |
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- | No log | 17.3333 | 208 | 0.7106 | 0.6183 | 0.7106 | 0.8430 |
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- | No log | 17.5 | 210 | 0.7071 | 0.5776 | 0.7071 | 0.8409 |
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- | No log | 17.6667 | 212 | 0.7517 | 0.5117 | 0.7517 | 0.8670 |
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- | No log | 17.8333 | 214 | 0.7589 | 0.5228 | 0.7589 | 0.8712 |
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- | No log | 18.0 | 216 | 0.7202 | 0.6139 | 0.7202 | 0.8486 |
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- | No log | 18.1667 | 218 | 0.7395 | 0.5862 | 0.7395 | 0.8599 |
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- | No log | 18.3333 | 220 | 0.7525 | 0.6196 | 0.7525 | 0.8674 |
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- | No log | 18.5 | 222 | 0.7450 | 0.5443 | 0.7450 | 0.8632 |
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- | No log | 18.6667 | 224 | 0.7489 | 0.5443 | 0.7489 | 0.8654 |
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- | No log | 18.8333 | 226 | 0.7503 | 0.6554 | 0.7503 | 0.8662 |
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- | No log | 19.0 | 228 | 0.7678 | 0.6489 | 0.7678 | 0.8763 |
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- | No log | 19.1667 | 230 | 0.8037 | 0.6091 | 0.8037 | 0.8965 |
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- | No log | 19.3333 | 232 | 0.7613 | 0.6334 | 0.7613 | 0.8725 |
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- | No log | 19.5 | 234 | 0.7209 | 0.6404 | 0.7209 | 0.8490 |
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- | No log | 19.6667 | 236 | 0.6930 | 0.6380 | 0.6930 | 0.8325 |
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- | No log | 19.8333 | 238 | 0.7697 | 0.5919 | 0.7697 | 0.8773 |
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- | No log | 20.0 | 240 | 0.7874 | 0.5912 | 0.7874 | 0.8874 |
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- | No log | 20.1667 | 242 | 0.7183 | 0.6239 | 0.7183 | 0.8475 |
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- | No log | 20.3333 | 244 | 0.7092 | 0.6664 | 0.7092 | 0.8421 |
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- | No log | 20.5 | 246 | 0.7052 | 0.6773 | 0.7052 | 0.8398 |
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- | No log | 20.6667 | 248 | 0.7073 | 0.6664 | 0.7073 | 0.8410 |
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- | No log | 20.8333 | 250 | 0.7265 | 0.6141 | 0.7265 | 0.8524 |
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- | No log | 21.0 | 252 | 0.7390 | 0.5513 | 0.7390 | 0.8596 |
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- | No log | 21.1667 | 254 | 0.7567 | 0.4736 | 0.7567 | 0.8699 |
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- | No log | 21.3333 | 256 | 0.7614 | 0.4736 | 0.7614 | 0.8726 |
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- | No log | 21.5 | 258 | 0.7373 | 0.5884 | 0.7373 | 0.8586 |
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- | No log | 21.6667 | 260 | 0.7354 | 0.5063 | 0.7354 | 0.8576 |
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- | No log | 21.8333 | 262 | 0.8066 | 0.4838 | 0.8066 | 0.8981 |
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- | No log | 22.0 | 264 | 0.8051 | 0.5117 | 0.8051 | 0.8972 |
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- | No log | 22.1667 | 266 | 0.7209 | 0.5437 | 0.7209 | 0.8490 |
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- | No log | 22.3333 | 268 | 0.7394 | 0.6758 | 0.7394 | 0.8599 |
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- | No log | 22.5 | 270 | 0.7855 | 0.6382 | 0.7855 | 0.8863 |
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- | No log | 22.6667 | 272 | 0.7716 | 0.6417 | 0.7716 | 0.8784 |
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- | No log | 22.8333 | 274 | 0.7212 | 0.5937 | 0.7212 | 0.8493 |
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- | No log | 23.0 | 276 | 0.7165 | 0.6010 | 0.7165 | 0.8465 |
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- | No log | 23.1667 | 278 | 0.7282 | 0.5439 | 0.7282 | 0.8533 |
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- | No log | 23.3333 | 280 | 0.7683 | 0.5622 | 0.7683 | 0.8765 |
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- | No log | 23.5 | 282 | 0.7652 | 0.5336 | 0.7652 | 0.8747 |
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- | No log | 23.6667 | 284 | 0.7557 | 0.5307 | 0.7557 | 0.8693 |
194
- | No log | 23.8333 | 286 | 0.7943 | 0.5393 | 0.7943 | 0.8912 |
195
- | No log | 24.0 | 288 | 0.8430 | 0.5352 | 0.8430 | 0.9182 |
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- | No log | 24.1667 | 290 | 0.7886 | 0.5477 | 0.7886 | 0.8881 |
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- | No log | 24.3333 | 292 | 0.7604 | 0.5645 | 0.7604 | 0.8720 |
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- | No log | 24.5 | 294 | 0.8809 | 0.5534 | 0.8809 | 0.9386 |
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- | No log | 24.6667 | 296 | 0.9962 | 0.5094 | 0.9962 | 0.9981 |
200
- | No log | 24.8333 | 298 | 0.9803 | 0.4894 | 0.9803 | 0.9901 |
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- | No log | 25.0 | 300 | 0.8844 | 0.4345 | 0.8844 | 0.9404 |
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- | No log | 25.1667 | 302 | 0.8108 | 0.4937 | 0.8108 | 0.9004 |
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- | No log | 25.3333 | 304 | 0.7632 | 0.5528 | 0.7632 | 0.8736 |
204
- | No log | 25.5 | 306 | 0.7490 | 0.5895 | 0.7490 | 0.8654 |
205
- | No log | 25.6667 | 308 | 0.7729 | 0.6001 | 0.7729 | 0.8792 |
206
- | No log | 25.8333 | 310 | 0.8051 | 0.5934 | 0.8051 | 0.8973 |
207
- | No log | 26.0 | 312 | 0.7764 | 0.6100 | 0.7764 | 0.8812 |
208
- | No log | 26.1667 | 314 | 0.7587 | 0.5971 | 0.7587 | 0.8710 |
209
- | No log | 26.3333 | 316 | 0.7665 | 0.5131 | 0.7665 | 0.8755 |
210
- | No log | 26.5 | 318 | 0.7895 | 0.5841 | 0.7895 | 0.8886 |
211
- | No log | 26.6667 | 320 | 0.7959 | 0.6005 | 0.7959 | 0.8921 |
212
- | No log | 26.8333 | 322 | 0.7504 | 0.6269 | 0.7504 | 0.8663 |
213
- | No log | 27.0 | 324 | 0.7251 | 0.6461 | 0.7251 | 0.8516 |
214
- | No log | 27.1667 | 326 | 0.7105 | 0.6461 | 0.7105 | 0.8429 |
215
- | No log | 27.3333 | 328 | 0.6992 | 0.6393 | 0.6992 | 0.8362 |
216
- | No log | 27.5 | 330 | 0.6966 | 0.5946 | 0.6966 | 0.8347 |
217
- | No log | 27.6667 | 332 | 0.6952 | 0.6086 | 0.6952 | 0.8338 |
218
- | No log | 27.8333 | 334 | 0.6999 | 0.6664 | 0.6999 | 0.8366 |
219
- | No log | 28.0 | 336 | 0.7080 | 0.6377 | 0.7080 | 0.8414 |
220
- | No log | 28.1667 | 338 | 0.7058 | 0.6340 | 0.7058 | 0.8401 |
221
- | No log | 28.3333 | 340 | 0.7045 | 0.6448 | 0.7045 | 0.8394 |
222
- | No log | 28.5 | 342 | 0.7101 | 0.6806 | 0.7101 | 0.8427 |
223
- | No log | 28.6667 | 344 | 0.6902 | 0.6526 | 0.6902 | 0.8308 |
224
- | No log | 28.8333 | 346 | 0.6895 | 0.6657 | 0.6895 | 0.8304 |
225
- | No log | 29.0 | 348 | 0.6936 | 0.6657 | 0.6936 | 0.8328 |
226
- | No log | 29.1667 | 350 | 0.6701 | 0.6860 | 0.6701 | 0.8186 |
227
- | No log | 29.3333 | 352 | 0.7473 | 0.5763 | 0.7473 | 0.8645 |
228
- | No log | 29.5 | 354 | 0.8170 | 0.5048 | 0.8170 | 0.9039 |
229
- | No log | 29.6667 | 356 | 0.7749 | 0.5618 | 0.7749 | 0.8803 |
230
- | No log | 29.8333 | 358 | 0.6829 | 0.6232 | 0.6829 | 0.8264 |
231
- | No log | 30.0 | 360 | 0.6769 | 0.6902 | 0.6769 | 0.8228 |
232
- | No log | 30.1667 | 362 | 0.7518 | 0.6446 | 0.7518 | 0.8670 |
233
- | No log | 30.3333 | 364 | 0.7965 | 0.6140 | 0.7965 | 0.8925 |
234
- | No log | 30.5 | 366 | 0.7824 | 0.6162 | 0.7824 | 0.8845 |
235
- | No log | 30.6667 | 368 | 0.7443 | 0.6120 | 0.7443 | 0.8627 |
236
- | No log | 30.8333 | 370 | 0.7392 | 0.5466 | 0.7392 | 0.8598 |
237
- | No log | 31.0 | 372 | 0.7538 | 0.5361 | 0.7538 | 0.8682 |
238
- | No log | 31.1667 | 374 | 0.7470 | 0.5451 | 0.7470 | 0.8643 |
239
- | No log | 31.3333 | 376 | 0.7462 | 0.6044 | 0.7462 | 0.8638 |
240
- | No log | 31.5 | 378 | 0.8341 | 0.5658 | 0.8340 | 0.9133 |
241
- | No log | 31.6667 | 380 | 0.9309 | 0.5750 | 0.9309 | 0.9648 |
242
- | No log | 31.8333 | 382 | 0.9555 | 0.5649 | 0.9555 | 0.9775 |
243
- | No log | 32.0 | 384 | 0.9000 | 0.5532 | 0.9000 | 0.9487 |
244
- | No log | 32.1667 | 386 | 0.8215 | 0.5539 | 0.8215 | 0.9063 |
245
- | No log | 32.3333 | 388 | 0.7628 | 0.5530 | 0.7628 | 0.8734 |
246
- | No log | 32.5 | 390 | 0.7672 | 0.6012 | 0.7672 | 0.8759 |
247
- | No log | 32.6667 | 392 | 0.7882 | 0.5734 | 0.7882 | 0.8878 |
248
- | No log | 32.8333 | 394 | 0.7611 | 0.6035 | 0.7611 | 0.8724 |
249
- | No log | 33.0 | 396 | 0.7267 | 0.5299 | 0.7267 | 0.8525 |
250
- | No log | 33.1667 | 398 | 0.7276 | 0.5483 | 0.7276 | 0.8530 |
251
- | No log | 33.3333 | 400 | 0.7484 | 0.4948 | 0.7484 | 0.8651 |
252
- | No log | 33.5 | 402 | 0.7725 | 0.5029 | 0.7725 | 0.8789 |
253
- | No log | 33.6667 | 404 | 0.7787 | 0.5107 | 0.7787 | 0.8824 |
254
- | No log | 33.8333 | 406 | 0.7857 | 0.5869 | 0.7857 | 0.8864 |
255
- | No log | 34.0 | 408 | 0.7719 | 0.5779 | 0.7719 | 0.8786 |
256
- | No log | 34.1667 | 410 | 0.7398 | 0.6230 | 0.7398 | 0.8601 |
257
- | No log | 34.3333 | 412 | 0.7388 | 0.6067 | 0.7388 | 0.8595 |
258
- | No log | 34.5 | 414 | 0.7347 | 0.6148 | 0.7347 | 0.8572 |
259
- | No log | 34.6667 | 416 | 0.7273 | 0.6211 | 0.7273 | 0.8528 |
260
- | No log | 34.8333 | 418 | 0.7342 | 0.5886 | 0.7342 | 0.8569 |
261
- | No log | 35.0 | 420 | 0.7443 | 0.5720 | 0.7443 | 0.8627 |
262
- | No log | 35.1667 | 422 | 0.7729 | 0.5927 | 0.7729 | 0.8791 |
263
- | No log | 35.3333 | 424 | 0.7785 | 0.5380 | 0.7785 | 0.8823 |
264
- | No log | 35.5 | 426 | 0.7534 | 0.5057 | 0.7534 | 0.8680 |
265
- | No log | 35.6667 | 428 | 0.7428 | 0.5749 | 0.7428 | 0.8619 |
266
- | No log | 35.8333 | 430 | 0.7289 | 0.5886 | 0.7289 | 0.8538 |
267
- | No log | 36.0 | 432 | 0.7396 | 0.6088 | 0.7396 | 0.8600 |
268
- | No log | 36.1667 | 434 | 0.7383 | 0.6098 | 0.7383 | 0.8593 |
269
- | No log | 36.3333 | 436 | 0.7283 | 0.5543 | 0.7283 | 0.8534 |
270
- | No log | 36.5 | 438 | 0.7212 | 0.5543 | 0.7212 | 0.8492 |
271
- | No log | 36.6667 | 440 | 0.7201 | 0.6189 | 0.7201 | 0.8486 |
272
- | No log | 36.8333 | 442 | 0.7256 | 0.6189 | 0.7256 | 0.8518 |
273
- | No log | 37.0 | 444 | 0.7304 | 0.6189 | 0.7304 | 0.8546 |
274
- | No log | 37.1667 | 446 | 0.7377 | 0.6098 | 0.7377 | 0.8589 |
275
- | No log | 37.3333 | 448 | 0.7406 | 0.6066 | 0.7406 | 0.8606 |
276
- | No log | 37.5 | 450 | 0.7318 | 0.6202 | 0.7318 | 0.8555 |
277
- | No log | 37.6667 | 452 | 0.7204 | 0.6590 | 0.7204 | 0.8488 |
278
- | No log | 37.8333 | 454 | 0.7034 | 0.6078 | 0.7034 | 0.8387 |
279
- | No log | 38.0 | 456 | 0.7102 | 0.6279 | 0.7102 | 0.8427 |
280
- | No log | 38.1667 | 458 | 0.7290 | 0.6088 | 0.7290 | 0.8538 |
281
- | No log | 38.3333 | 460 | 0.7444 | 0.5886 | 0.7444 | 0.8628 |
282
- | No log | 38.5 | 462 | 0.7489 | 0.5720 | 0.7489 | 0.8654 |
283
- | No log | 38.6667 | 464 | 0.7435 | 0.5659 | 0.7435 | 0.8622 |
284
- | No log | 38.8333 | 466 | 0.7370 | 0.5797 | 0.7370 | 0.8585 |
285
- | No log | 39.0 | 468 | 0.7270 | 0.5621 | 0.7270 | 0.8526 |
286
- | No log | 39.1667 | 470 | 0.7200 | 0.5621 | 0.7200 | 0.8485 |
287
- | No log | 39.3333 | 472 | 0.7088 | 0.5966 | 0.7088 | 0.8419 |
288
- | No log | 39.5 | 474 | 0.7042 | 0.6130 | 0.7042 | 0.8392 |
289
- | No log | 39.6667 | 476 | 0.7067 | 0.5797 | 0.7067 | 0.8406 |
290
- | No log | 39.8333 | 478 | 0.7105 | 0.6189 | 0.7105 | 0.8429 |
291
- | No log | 40.0 | 480 | 0.7101 | 0.6015 | 0.7101 | 0.8427 |
292
- | No log | 40.1667 | 482 | 0.7216 | 0.5835 | 0.7216 | 0.8495 |
293
- | No log | 40.3333 | 484 | 0.7336 | 0.6015 | 0.7336 | 0.8565 |
294
- | No log | 40.5 | 486 | 0.7558 | 0.5424 | 0.7558 | 0.8693 |
295
- | No log | 40.6667 | 488 | 0.7691 | 0.5401 | 0.7691 | 0.8770 |
296
- | No log | 40.8333 | 490 | 0.7712 | 0.5725 | 0.7712 | 0.8782 |
297
- | No log | 41.0 | 492 | 0.7719 | 0.5860 | 0.7719 | 0.8786 |
298
- | No log | 41.1667 | 494 | 0.7800 | 0.5646 | 0.7800 | 0.8832 |
299
- | No log | 41.3333 | 496 | 0.7790 | 0.6184 | 0.7790 | 0.8826 |
300
- | No log | 41.5 | 498 | 0.7717 | 0.6184 | 0.7717 | 0.8785 |
301
- | 0.2373 | 41.6667 | 500 | 0.7587 | 0.5660 | 0.7587 | 0.8710 |
302
- | 0.2373 | 41.8333 | 502 | 0.7509 | 0.5660 | 0.7509 | 0.8665 |
303
- | 0.2373 | 42.0 | 504 | 0.7512 | 0.5547 | 0.7512 | 0.8667 |
304
- | 0.2373 | 42.1667 | 506 | 0.7518 | 0.5451 | 0.7518 | 0.8671 |
305
- | 0.2373 | 42.3333 | 508 | 0.7527 | 0.5380 | 0.7527 | 0.8676 |
306
- | 0.2373 | 42.5 | 510 | 0.7687 | 0.5259 | 0.7687 | 0.8768 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k3_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_k3_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: 0.8222
19
+ - Qwk: 0.5429
20
+ - Mse: 0.8222
21
+ - Rmse: 0.9068
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1176 | 2 | 4.7663 | 0.0010 | 4.7663 | 2.1832 |
53
+ | No log | 0.2353 | 4 | 2.8495 | -0.0104 | 2.8495 | 1.6880 |
54
+ | No log | 0.3529 | 6 | 1.5936 | 0.0504 | 1.5936 | 1.2624 |
55
+ | No log | 0.4706 | 8 | 1.3759 | 0.1198 | 1.3759 | 1.1730 |
56
+ | No log | 0.5882 | 10 | 1.2607 | 0.1145 | 1.2607 | 1.1228 |
57
+ | No log | 0.7059 | 12 | 1.2275 | 0.1076 | 1.2275 | 1.1079 |
58
+ | No log | 0.8235 | 14 | 1.3571 | 0.2539 | 1.3571 | 1.1649 |
59
+ | No log | 0.9412 | 16 | 1.3356 | 0.2615 | 1.3356 | 1.1557 |
60
+ | No log | 1.0588 | 18 | 1.1606 | 0.2640 | 1.1606 | 1.0773 |
61
+ | No log | 1.1765 | 20 | 1.0760 | 0.2971 | 1.0760 | 1.0373 |
62
+ | No log | 1.2941 | 22 | 1.0793 | 0.2850 | 1.0793 | 1.0389 |
63
+ | No log | 1.4118 | 24 | 1.0870 | 0.4449 | 1.0870 | 1.0426 |
64
+ | No log | 1.5294 | 26 | 1.1198 | 0.375 | 1.1198 | 1.0582 |
65
+ | No log | 1.6471 | 28 | 0.9682 | 0.4650 | 0.9682 | 0.9840 |
66
+ | No log | 1.7647 | 30 | 0.9490 | 0.4917 | 0.9490 | 0.9741 |
67
+ | No log | 1.8824 | 32 | 0.8519 | 0.5645 | 0.8519 | 0.9230 |
68
+ | No log | 2.0 | 34 | 1.2631 | 0.4353 | 1.2631 | 1.1239 |
69
+ | No log | 2.1176 | 36 | 1.5313 | 0.3403 | 1.5313 | 1.2375 |
70
+ | No log | 2.2353 | 38 | 1.2494 | 0.4310 | 1.2494 | 1.1178 |
71
+ | No log | 2.3529 | 40 | 0.7557 | 0.5671 | 0.7557 | 0.8693 |
72
+ | No log | 2.4706 | 42 | 0.8325 | 0.5451 | 0.8325 | 0.9124 |
73
+ | No log | 2.5882 | 44 | 0.7513 | 0.5089 | 0.7513 | 0.8668 |
74
+ | No log | 2.7059 | 46 | 0.9953 | 0.4228 | 0.9953 | 0.9977 |
75
+ | No log | 2.8235 | 48 | 1.6332 | 0.2376 | 1.6332 | 1.2780 |
76
+ | No log | 2.9412 | 50 | 1.5719 | 0.2440 | 1.5719 | 1.2538 |
77
+ | No log | 3.0588 | 52 | 0.9864 | 0.3791 | 0.9864 | 0.9932 |
78
+ | No log | 3.1765 | 54 | 0.7923 | 0.5547 | 0.7923 | 0.8901 |
79
+ | No log | 3.2941 | 56 | 0.9823 | 0.5286 | 0.9823 | 0.9911 |
80
+ | No log | 3.4118 | 58 | 0.9057 | 0.5249 | 0.9057 | 0.9517 |
81
+ | No log | 3.5294 | 60 | 0.8178 | 0.6358 | 0.8178 | 0.9043 |
82
+ | No log | 3.6471 | 62 | 0.8700 | 0.5794 | 0.8700 | 0.9328 |
83
+ | No log | 3.7647 | 64 | 0.9371 | 0.5617 | 0.9371 | 0.9681 |
84
+ | No log | 3.8824 | 66 | 0.7709 | 0.5905 | 0.7709 | 0.8780 |
85
+ | No log | 4.0 | 68 | 0.7270 | 0.6809 | 0.7270 | 0.8526 |
86
+ | No log | 4.1176 | 70 | 0.6977 | 0.6918 | 0.6977 | 0.8353 |
87
+ | No log | 4.2353 | 72 | 0.6680 | 0.6682 | 0.6680 | 0.8173 |
88
+ | No log | 4.3529 | 74 | 0.6777 | 0.5540 | 0.6777 | 0.8232 |
89
+ | No log | 4.4706 | 76 | 0.7423 | 0.5853 | 0.7423 | 0.8616 |
90
+ | No log | 4.5882 | 78 | 0.6795 | 0.6192 | 0.6795 | 0.8243 |
91
+ | No log | 4.7059 | 80 | 0.7448 | 0.6944 | 0.7448 | 0.8630 |
92
+ | No log | 4.8235 | 82 | 0.9746 | 0.5455 | 0.9746 | 0.9872 |
93
+ | No log | 4.9412 | 84 | 1.1238 | 0.4758 | 1.1238 | 1.0601 |
94
+ | No log | 5.0588 | 86 | 0.9298 | 0.5547 | 0.9298 | 0.9642 |
95
+ | No log | 5.1765 | 88 | 0.7223 | 0.5959 | 0.7223 | 0.8499 |
96
+ | No log | 5.2941 | 90 | 0.7391 | 0.5524 | 0.7391 | 0.8597 |
97
+ | No log | 5.4118 | 92 | 0.8494 | 0.5372 | 0.8494 | 0.9216 |
98
+ | No log | 5.5294 | 94 | 0.7479 | 0.5524 | 0.7479 | 0.8648 |
99
+ | No log | 5.6471 | 96 | 0.7373 | 0.5964 | 0.7373 | 0.8587 |
100
+ | No log | 5.7647 | 98 | 0.8722 | 0.5553 | 0.8722 | 0.9339 |
101
+ | No log | 5.8824 | 100 | 0.8294 | 0.6068 | 0.8294 | 0.9107 |
102
+ | No log | 6.0 | 102 | 0.7466 | 0.6563 | 0.7466 | 0.8641 |
103
+ | No log | 6.1176 | 104 | 0.7685 | 0.5666 | 0.7685 | 0.8766 |
104
+ | No log | 6.2353 | 106 | 0.7728 | 0.5265 | 0.7728 | 0.8791 |
105
+ | No log | 6.3529 | 108 | 0.7898 | 0.6140 | 0.7898 | 0.8887 |
106
+ | No log | 6.4706 | 110 | 0.8176 | 0.5075 | 0.8176 | 0.9042 |
107
+ | No log | 6.5882 | 112 | 0.8288 | 0.5019 | 0.8288 | 0.9104 |
108
+ | No log | 6.7059 | 114 | 0.7877 | 0.5272 | 0.7877 | 0.8875 |
109
+ | No log | 6.8235 | 116 | 0.9298 | 0.5393 | 0.9298 | 0.9643 |
110
+ | No log | 6.9412 | 118 | 0.9042 | 0.5493 | 0.9042 | 0.9509 |
111
+ | No log | 7.0588 | 120 | 0.7999 | 0.5367 | 0.7999 | 0.8944 |
112
+ | No log | 7.1765 | 122 | 0.9633 | 0.5279 | 0.9633 | 0.9815 |
113
+ | No log | 7.2941 | 124 | 1.1440 | 0.4561 | 1.1440 | 1.0696 |
114
+ | No log | 7.4118 | 126 | 1.0109 | 0.5417 | 1.0109 | 1.0054 |
115
+ | No log | 7.5294 | 128 | 0.8073 | 0.5500 | 0.8073 | 0.8985 |
116
+ | No log | 7.6471 | 130 | 0.8032 | 0.5470 | 0.8032 | 0.8962 |
117
+ | No log | 7.7647 | 132 | 1.0095 | 0.4377 | 1.0095 | 1.0047 |
118
+ | No log | 7.8824 | 134 | 1.0626 | 0.4186 | 1.0626 | 1.0308 |
119
+ | No log | 8.0 | 136 | 0.8988 | 0.5775 | 0.8988 | 0.9480 |
120
+ | No log | 8.1176 | 138 | 0.7838 | 0.5962 | 0.7838 | 0.8853 |
121
+ | No log | 8.2353 | 140 | 0.8545 | 0.6537 | 0.8545 | 0.9244 |
122
+ | No log | 8.3529 | 142 | 0.9121 | 0.5981 | 0.9121 | 0.9550 |
123
+ | No log | 8.4706 | 144 | 0.8770 | 0.6305 | 0.8770 | 0.9365 |
124
+ | No log | 8.5882 | 146 | 0.7041 | 0.6461 | 0.7041 | 0.8391 |
125
+ | No log | 8.7059 | 148 | 0.6983 | 0.5979 | 0.6983 | 0.8357 |
126
+ | No log | 8.8235 | 150 | 0.7768 | 0.6295 | 0.7768 | 0.8813 |
127
+ | No log | 8.9412 | 152 | 0.8170 | 0.6162 | 0.8170 | 0.9039 |
128
+ | No log | 9.0588 | 154 | 0.7647 | 0.6162 | 0.7647 | 0.8744 |
129
+ | No log | 9.1765 | 156 | 0.6924 | 0.5963 | 0.6924 | 0.8321 |
130
+ | No log | 9.2941 | 158 | 0.6892 | 0.5988 | 0.6892 | 0.8302 |
131
+ | No log | 9.4118 | 160 | 0.6855 | 0.5997 | 0.6855 | 0.8279 |
132
+ | No log | 9.5294 | 162 | 0.6925 | 0.6120 | 0.6925 | 0.8321 |
133
+ | No log | 9.6471 | 164 | 0.8477 | 0.5911 | 0.8477 | 0.9207 |
134
+ | No log | 9.7647 | 166 | 0.9067 | 0.5547 | 0.9067 | 0.9522 |
135
+ | No log | 9.8824 | 168 | 0.8344 | 0.5614 | 0.8344 | 0.9134 |
136
+ | No log | 10.0 | 170 | 0.7199 | 0.6436 | 0.7199 | 0.8485 |
137
+ | No log | 10.1176 | 172 | 0.6976 | 0.6525 | 0.6976 | 0.8352 |
138
+ | No log | 10.2353 | 174 | 0.7369 | 0.5996 | 0.7369 | 0.8584 |
139
+ | No log | 10.3529 | 176 | 0.7162 | 0.6110 | 0.7162 | 0.8463 |
140
+ | No log | 10.4706 | 178 | 0.6938 | 0.5968 | 0.6938 | 0.8329 |
141
+ | No log | 10.5882 | 180 | 0.7236 | 0.5819 | 0.7236 | 0.8507 |
142
+ | No log | 10.7059 | 182 | 0.8221 | 0.5395 | 0.8221 | 0.9067 |
143
+ | No log | 10.8235 | 184 | 0.8862 | 0.4702 | 0.8862 | 0.9414 |
144
+ | No log | 10.9412 | 186 | 0.7917 | 0.5918 | 0.7917 | 0.8898 |
145
+ | No log | 11.0588 | 188 | 0.7170 | 0.5637 | 0.7170 | 0.8467 |
146
+ | No log | 11.1765 | 190 | 0.6641 | 0.5866 | 0.6641 | 0.8149 |
147
+ | No log | 11.2941 | 192 | 0.6786 | 0.6151 | 0.6786 | 0.8238 |
148
+ | No log | 11.4118 | 194 | 0.6828 | 0.6389 | 0.6828 | 0.8263 |
149
+ | No log | 11.5294 | 196 | 0.7058 | 0.5590 | 0.7058 | 0.8401 |
150
+ | No log | 11.6471 | 198 | 0.7288 | 0.5144 | 0.7288 | 0.8537 |
151
+ | No log | 11.7647 | 200 | 0.7190 | 0.4826 | 0.7190 | 0.8480 |
152
+ | No log | 11.8824 | 202 | 0.7151 | 0.5504 | 0.7151 | 0.8456 |
153
+ | No log | 12.0 | 204 | 0.7438 | 0.6089 | 0.7438 | 0.8624 |
154
+ | No log | 12.1176 | 206 | 0.8278 | 0.5827 | 0.8278 | 0.9098 |
155
+ | No log | 12.2353 | 208 | 0.7817 | 0.5871 | 0.7817 | 0.8841 |
156
+ | No log | 12.3529 | 210 | 0.7499 | 0.5895 | 0.7499 | 0.8660 |
157
+ | No log | 12.4706 | 212 | 0.7979 | 0.5106 | 0.7979 | 0.8933 |
158
+ | No log | 12.5882 | 214 | 0.8356 | 0.5325 | 0.8356 | 0.9141 |
159
+ | No log | 12.7059 | 216 | 0.8169 | 0.5339 | 0.8169 | 0.9038 |
160
+ | No log | 12.8235 | 218 | 0.8507 | 0.6071 | 0.8507 | 0.9224 |
161
+ | No log | 12.9412 | 220 | 1.0289 | 0.5405 | 1.0289 | 1.0144 |
162
+ | No log | 13.0588 | 222 | 1.0962 | 0.5473 | 1.0962 | 1.0470 |
163
+ | No log | 13.1765 | 224 | 0.9941 | 0.5646 | 0.9941 | 0.9971 |
164
+ | No log | 13.2941 | 226 | 0.9277 | 0.5677 | 0.9277 | 0.9632 |
165
+ | No log | 13.4118 | 228 | 0.8988 | 0.5534 | 0.8988 | 0.9480 |
166
+ | No log | 13.5294 | 230 | 0.9037 | 0.5444 | 0.9037 | 0.9507 |
167
+ | No log | 13.6471 | 232 | 0.9293 | 0.5301 | 0.9293 | 0.9640 |
168
+ | No log | 13.7647 | 234 | 0.9081 | 0.5312 | 0.9081 | 0.9529 |
169
+ | No log | 13.8824 | 236 | 0.8316 | 0.5658 | 0.8316 | 0.9119 |
170
+ | No log | 14.0 | 238 | 0.8106 | 0.5223 | 0.8106 | 0.9004 |
171
+ | No log | 14.1176 | 240 | 0.8132 | 0.5204 | 0.8132 | 0.9018 |
172
+ | No log | 14.2353 | 242 | 0.8029 | 0.5037 | 0.8029 | 0.8960 |
173
+ | No log | 14.3529 | 244 | 0.8349 | 0.5444 | 0.8349 | 0.9137 |
174
+ | No log | 14.4706 | 246 | 0.8177 | 0.5872 | 0.8177 | 0.9042 |
175
+ | No log | 14.5882 | 248 | 0.8000 | 0.5633 | 0.8000 | 0.8944 |
176
+ | No log | 14.7059 | 250 | 0.7806 | 0.5657 | 0.7806 | 0.8835 |
177
+ | No log | 14.8235 | 252 | 0.7485 | 0.6107 | 0.7485 | 0.8652 |
178
+ | No log | 14.9412 | 254 | 0.7412 | 0.6176 | 0.7412 | 0.8609 |
179
+ | No log | 15.0588 | 256 | 0.7638 | 0.6223 | 0.7638 | 0.8740 |
180
+ | No log | 15.1765 | 258 | 0.7265 | 0.6356 | 0.7265 | 0.8524 |
181
+ | No log | 15.2941 | 260 | 0.7082 | 0.6263 | 0.7082 | 0.8415 |
182
+ | No log | 15.4118 | 262 | 0.7371 | 0.5789 | 0.7371 | 0.8586 |
183
+ | No log | 15.5294 | 264 | 0.7230 | 0.6288 | 0.7230 | 0.8503 |
184
+ | No log | 15.6471 | 266 | 0.7274 | 0.6450 | 0.7274 | 0.8529 |
185
+ | No log | 15.7647 | 268 | 0.7484 | 0.6067 | 0.7484 | 0.8651 |
186
+ | No log | 15.8824 | 270 | 0.8270 | 0.5819 | 0.8270 | 0.9094 |
187
+ | No log | 16.0 | 272 | 0.9060 | 0.5510 | 0.9060 | 0.9519 |
188
+ | No log | 16.1176 | 274 | 0.8714 | 0.5536 | 0.8714 | 0.9335 |
189
+ | No log | 16.2353 | 276 | 0.8286 | 0.5736 | 0.8286 | 0.9103 |
190
+ | No log | 16.3529 | 278 | 0.7735 | 0.5484 | 0.7735 | 0.8795 |
191
+ | No log | 16.4706 | 280 | 0.7633 | 0.5407 | 0.7633 | 0.8736 |
192
+ | No log | 16.5882 | 282 | 0.7678 | 0.5235 | 0.7678 | 0.8762 |
193
+ | No log | 16.7059 | 284 | 0.7646 | 0.5355 | 0.7646 | 0.8744 |
194
+ | No log | 16.8235 | 286 | 0.7675 | 0.5283 | 0.7675 | 0.8761 |
195
+ | No log | 16.9412 | 288 | 0.7645 | 0.5567 | 0.7645 | 0.8744 |
196
+ | No log | 17.0588 | 290 | 0.7639 | 0.5735 | 0.7639 | 0.8740 |
197
+ | No log | 17.1765 | 292 | 0.7732 | 0.6032 | 0.7732 | 0.8793 |
198
+ | No log | 17.2941 | 294 | 0.7565 | 0.6119 | 0.7565 | 0.8698 |
199
+ | No log | 17.4118 | 296 | 0.7561 | 0.5376 | 0.7561 | 0.8695 |
200
+ | No log | 17.5294 | 298 | 0.7650 | 0.5905 | 0.7650 | 0.8746 |
201
+ | No log | 17.6471 | 300 | 0.7407 | 0.6439 | 0.7407 | 0.8607 |
202
+ | No log | 17.7647 | 302 | 0.7359 | 0.6239 | 0.7359 | 0.8578 |
203
+ | No log | 17.8824 | 304 | 0.7170 | 0.6347 | 0.7170 | 0.8468 |
204
+ | No log | 18.0 | 306 | 0.7151 | 0.6129 | 0.7151 | 0.8457 |
205
+ | No log | 18.1176 | 308 | 0.7517 | 0.6001 | 0.7518 | 0.8670 |
206
+ | No log | 18.2353 | 310 | 0.7708 | 0.5542 | 0.7708 | 0.8780 |
207
+ | No log | 18.3529 | 312 | 0.7534 | 0.5542 | 0.7534 | 0.8680 |
208
+ | No log | 18.4706 | 314 | 0.7259 | 0.5663 | 0.7259 | 0.8520 |
209
+ | No log | 18.5882 | 316 | 0.6891 | 0.6290 | 0.6891 | 0.8301 |
210
+ | No log | 18.7059 | 318 | 0.7343 | 0.6072 | 0.7343 | 0.8569 |
211
+ | No log | 18.8235 | 320 | 0.8354 | 0.4977 | 0.8354 | 0.9140 |
212
+ | No log | 18.9412 | 322 | 0.8558 | 0.4977 | 0.8558 | 0.9251 |
213
+ | No log | 19.0588 | 324 | 0.8719 | 0.4804 | 0.8719 | 0.9338 |
214
+ | No log | 19.1765 | 326 | 0.7946 | 0.5325 | 0.7946 | 0.8914 |
215
+ | No log | 19.2941 | 328 | 0.7207 | 0.6275 | 0.7207 | 0.8489 |
216
+ | No log | 19.4118 | 330 | 0.7594 | 0.6409 | 0.7594 | 0.8714 |
217
+ | No log | 19.5294 | 332 | 0.8006 | 0.5905 | 0.8006 | 0.8948 |
218
+ | No log | 19.6471 | 334 | 0.7694 | 0.6175 | 0.7694 | 0.8771 |
219
+ | No log | 19.7647 | 336 | 0.7691 | 0.4454 | 0.7691 | 0.8770 |
220
+ | No log | 19.8824 | 338 | 0.8099 | 0.5200 | 0.8099 | 0.9000 |
221
+ | No log | 20.0 | 340 | 0.8129 | 0.5200 | 0.8129 | 0.9016 |
222
+ | No log | 20.1176 | 342 | 0.7983 | 0.4699 | 0.7983 | 0.8935 |
223
+ | No log | 20.2353 | 344 | 0.7951 | 0.5137 | 0.7951 | 0.8917 |
224
+ | No log | 20.3529 | 346 | 0.8015 | 0.5769 | 0.8015 | 0.8953 |
225
+ | No log | 20.4706 | 348 | 0.8040 | 0.4760 | 0.8040 | 0.8967 |
226
+ | No log | 20.5882 | 350 | 0.8142 | 0.5039 | 0.8142 | 0.9023 |
227
+ | No log | 20.7059 | 352 | 0.8218 | 0.4774 | 0.8218 | 0.9065 |
228
+ | No log | 20.8235 | 354 | 0.8093 | 0.5172 | 0.8093 | 0.8996 |
229
+ | No log | 20.9412 | 356 | 0.7932 | 0.5407 | 0.7932 | 0.8906 |
230
+ | No log | 21.0588 | 358 | 0.8107 | 0.6203 | 0.8107 | 0.9004 |
231
+ | No log | 21.1765 | 360 | 0.8527 | 0.5934 | 0.8527 | 0.9234 |
232
+ | No log | 21.2941 | 362 | 0.8348 | 0.6071 | 0.8348 | 0.9137 |
233
+ | No log | 21.4118 | 364 | 0.7978 | 0.6332 | 0.7978 | 0.8932 |
234
+ | No log | 21.5294 | 366 | 0.8079 | 0.5522 | 0.8079 | 0.8988 |
235
+ | No log | 21.6471 | 368 | 0.8285 | 0.5568 | 0.8285 | 0.9102 |
236
+ | No log | 21.7647 | 370 | 0.8122 | 0.5545 | 0.8122 | 0.9012 |
237
+ | No log | 21.8824 | 372 | 0.8000 | 0.5522 | 0.8000 | 0.8944 |
238
+ | No log | 22.0 | 374 | 0.7928 | 0.5560 | 0.7928 | 0.8904 |
239
+ | No log | 22.1176 | 376 | 0.8108 | 0.5977 | 0.8108 | 0.9004 |
240
+ | No log | 22.2353 | 378 | 0.8392 | 0.6402 | 0.8392 | 0.9161 |
241
+ | No log | 22.3529 | 380 | 0.8294 | 0.6436 | 0.8294 | 0.9107 |
242
+ | No log | 22.4706 | 382 | 0.7909 | 0.5868 | 0.7909 | 0.8893 |
243
+ | No log | 22.5882 | 384 | 0.7923 | 0.5631 | 0.7923 | 0.8901 |
244
+ | No log | 22.7059 | 386 | 0.8643 | 0.4976 | 0.8643 | 0.9297 |
245
+ | No log | 22.8235 | 388 | 0.9088 | 0.4612 | 0.9088 | 0.9533 |
246
+ | No log | 22.9412 | 390 | 0.8434 | 0.5332 | 0.8434 | 0.9184 |
247
+ | No log | 23.0588 | 392 | 0.7607 | 0.5522 | 0.7607 | 0.8722 |
248
+ | No log | 23.1765 | 394 | 0.7789 | 0.6479 | 0.7789 | 0.8825 |
249
+ | No log | 23.2941 | 396 | 0.8789 | 0.5403 | 0.8789 | 0.9375 |
250
+ | No log | 23.4118 | 398 | 0.9447 | 0.5174 | 0.9447 | 0.9719 |
251
+ | No log | 23.5294 | 400 | 0.9032 | 0.5190 | 0.9032 | 0.9504 |
252
+ | No log | 23.6471 | 402 | 0.7840 | 0.6162 | 0.7840 | 0.8855 |
253
+ | No log | 23.7647 | 404 | 0.7085 | 0.6992 | 0.7085 | 0.8417 |
254
+ | No log | 23.8824 | 406 | 0.7315 | 0.5631 | 0.7315 | 0.8553 |
255
+ | No log | 24.0 | 408 | 0.7337 | 0.5737 | 0.7337 | 0.8566 |
256
+ | No log | 24.1176 | 410 | 0.6989 | 0.5631 | 0.6989 | 0.8360 |
257
+ | No log | 24.2353 | 412 | 0.6725 | 0.6260 | 0.6725 | 0.8200 |
258
+ | No log | 24.3529 | 414 | 0.6909 | 0.6761 | 0.6909 | 0.8312 |
259
+ | No log | 24.4706 | 416 | 0.7518 | 0.5534 | 0.7518 | 0.8671 |
260
+ | No log | 24.5882 | 418 | 0.7744 | 0.5625 | 0.7744 | 0.8800 |
261
+ | No log | 24.7059 | 420 | 0.7327 | 0.5650 | 0.7327 | 0.8560 |
262
+ | No log | 24.8235 | 422 | 0.6684 | 0.7024 | 0.6684 | 0.8175 |
263
+ | No log | 24.9412 | 424 | 0.6499 | 0.6921 | 0.6499 | 0.8061 |
264
+ | No log | 25.0588 | 426 | 0.6679 | 0.6797 | 0.6679 | 0.8173 |
265
+ | No log | 25.1765 | 428 | 0.6987 | 0.6116 | 0.6987 | 0.8359 |
266
+ | No log | 25.2941 | 430 | 0.6854 | 0.6709 | 0.6854 | 0.8279 |
267
+ | No log | 25.4118 | 432 | 0.6786 | 0.7201 | 0.6786 | 0.8238 |
268
+ | No log | 25.5294 | 434 | 0.6899 | 0.6833 | 0.6899 | 0.8306 |
269
+ | No log | 25.6471 | 436 | 0.7490 | 0.6280 | 0.7490 | 0.8654 |
270
+ | No log | 25.7647 | 438 | 0.8463 | 0.5487 | 0.8463 | 0.9199 |
271
+ | No log | 25.8824 | 440 | 0.8866 | 0.5260 | 0.8866 | 0.9416 |
272
+ | No log | 26.0 | 442 | 0.8733 | 0.5575 | 0.8733 | 0.9345 |
273
+ | No log | 26.1176 | 444 | 0.8255 | 0.5487 | 0.8255 | 0.9086 |
274
+ | No log | 26.2353 | 446 | 0.7654 | 0.6076 | 0.7654 | 0.8749 |
275
+ | No log | 26.3529 | 448 | 0.7521 | 0.6429 | 0.7521 | 0.8672 |
276
+ | No log | 26.4706 | 450 | 0.7806 | 0.6490 | 0.7806 | 0.8835 |
277
+ | No log | 26.5882 | 452 | 0.7839 | 0.6517 | 0.7839 | 0.8854 |
278
+ | No log | 26.7059 | 454 | 0.7522 | 0.6647 | 0.7522 | 0.8673 |
279
+ | No log | 26.8235 | 456 | 0.7321 | 0.6172 | 0.7321 | 0.8556 |
280
+ | No log | 26.9412 | 458 | 0.7292 | 0.6074 | 0.7292 | 0.8540 |
281
+ | No log | 27.0588 | 460 | 0.7316 | 0.6074 | 0.7316 | 0.8553 |
282
+ | No log | 27.1765 | 462 | 0.7182 | 0.5889 | 0.7182 | 0.8474 |
283
+ | No log | 27.2941 | 464 | 0.7083 | 0.6659 | 0.7083 | 0.8416 |
284
+ | No log | 27.4118 | 466 | 0.7194 | 0.6251 | 0.7194 | 0.8482 |
285
+ | No log | 27.5294 | 468 | 0.7238 | 0.6468 | 0.7238 | 0.8508 |
286
+ | No log | 27.6471 | 470 | 0.7155 | 0.6468 | 0.7155 | 0.8459 |
287
+ | No log | 27.7647 | 472 | 0.7036 | 0.6575 | 0.7036 | 0.8388 |
288
+ | No log | 27.8824 | 474 | 0.6916 | 0.6704 | 0.6916 | 0.8316 |
289
+ | No log | 28.0 | 476 | 0.6866 | 0.6824 | 0.6866 | 0.8286 |
290
+ | No log | 28.1176 | 478 | 0.6910 | 0.6966 | 0.6910 | 0.8313 |
291
+ | No log | 28.2353 | 480 | 0.6923 | 0.6966 | 0.6923 | 0.8320 |
292
+ | No log | 28.3529 | 482 | 0.6885 | 0.6739 | 0.6885 | 0.8297 |
293
+ | No log | 28.4706 | 484 | 0.6886 | 0.7235 | 0.6886 | 0.8298 |
294
+ | No log | 28.5882 | 486 | 0.6954 | 0.6773 | 0.6954 | 0.8339 |
295
+ | No log | 28.7059 | 488 | 0.7013 | 0.6825 | 0.7013 | 0.8374 |
296
+ | No log | 28.8235 | 490 | 0.6837 | 0.6933 | 0.6837 | 0.8268 |
297
+ | No log | 28.9412 | 492 | 0.6803 | 0.6816 | 0.6803 | 0.8248 |
298
+ | No log | 29.0588 | 494 | 0.6887 | 0.6635 | 0.6887 | 0.8299 |
299
+ | No log | 29.1765 | 496 | 0.7037 | 0.6185 | 0.7037 | 0.8389 |
300
+ | No log | 29.2941 | 498 | 0.7133 | 0.6220 | 0.7133 | 0.8446 |
301
+ | 0.2656 | 29.4118 | 500 | 0.7256 | 0.5870 | 0.7256 | 0.8518 |
302
+ | 0.2656 | 29.5294 | 502 | 0.7279 | 0.5686 | 0.7279 | 0.8532 |
303
+ | 0.2656 | 29.6471 | 504 | 0.7140 | 0.5961 | 0.7140 | 0.8450 |
304
+ | 0.2656 | 29.7647 | 506 | 0.7198 | 0.5735 | 0.7198 | 0.8484 |
305
+ | 0.2656 | 29.8824 | 508 | 0.7383 | 0.6374 | 0.7383 | 0.8592 |
306
+ | 0.2656 | 30.0 | 510 | 0.7473 | 0.6374 | 0.7473 | 0.8645 |
307
+ | 0.2656 | 30.1176 | 512 | 0.7226 | 0.6583 | 0.7226 | 0.8500 |
308
+ | 0.2656 | 30.2353 | 514 | 0.7029 | 0.6260 | 0.7029 | 0.8384 |
309
+ | 0.2656 | 30.3529 | 516 | 0.7124 | 0.6074 | 0.7124 | 0.8441 |
310
+ | 0.2656 | 30.4706 | 518 | 0.7278 | 0.6064 | 0.7278 | 0.8531 |
311
+ | 0.2656 | 30.5882 | 520 | 0.7295 | 0.5608 | 0.7295 | 0.8541 |
312
+ | 0.2656 | 30.7059 | 522 | 0.7257 | 0.5946 | 0.7257 | 0.8519 |
313
+ | 0.2656 | 30.8235 | 524 | 0.6962 | 0.6966 | 0.6962 | 0.8344 |
314
+ | 0.2656 | 30.9412 | 526 | 0.6842 | 0.7235 | 0.6842 | 0.8272 |
315
+ | 0.2656 | 31.0588 | 528 | 0.6744 | 0.7025 | 0.6744 | 0.8212 |
316
+ | 0.2656 | 31.1765 | 530 | 0.6728 | 0.6707 | 0.6728 | 0.8202 |
317
+ | 0.2656 | 31.2941 | 532 | 0.6695 | 0.6981 | 0.6695 | 0.8182 |
318
+ | 0.2656 | 31.4118 | 534 | 0.6633 | 0.7024 | 0.6633 | 0.8144 |
319
+ | 0.2656 | 31.5294 | 536 | 0.6588 | 0.7131 | 0.6588 | 0.8117 |
320
+ | 0.2656 | 31.6471 | 538 | 0.6588 | 0.7344 | 0.6588 | 0.8117 |
321
+ | 0.2656 | 31.7647 | 540 | 0.6566 | 0.7057 | 0.6566 | 0.8103 |
322
+ | 0.2656 | 31.8824 | 542 | 0.6598 | 0.6554 | 0.6598 | 0.8123 |
323
+ | 0.2656 | 32.0 | 544 | 0.6819 | 0.6332 | 0.6819 | 0.8258 |
324
+ | 0.2656 | 32.1176 | 546 | 0.7004 | 0.6006 | 0.7004 | 0.8369 |
325
+ | 0.2656 | 32.2353 | 548 | 0.6634 | 0.6419 | 0.6634 | 0.8145 |
326
+ | 0.2656 | 32.3529 | 550 | 0.6391 | 0.7198 | 0.6391 | 0.7994 |
327
+ | 0.2656 | 32.4706 | 552 | 0.6523 | 0.6916 | 0.6523 | 0.8077 |
328
+ | 0.2656 | 32.5882 | 554 | 0.6795 | 0.7007 | 0.6795 | 0.8243 |
329
+ | 0.2656 | 32.7059 | 556 | 0.6746 | 0.7007 | 0.6746 | 0.8213 |
330
+ | 0.2656 | 32.8235 | 558 | 0.6591 | 0.6853 | 0.6591 | 0.8118 |
331
+ | 0.2656 | 32.9412 | 560 | 0.6481 | 0.6981 | 0.6481 | 0.8050 |
332
+ | 0.2656 | 33.0588 | 562 | 0.6561 | 0.6964 | 0.6561 | 0.8100 |
333
+ | 0.2656 | 33.1765 | 564 | 0.6868 | 0.6675 | 0.6868 | 0.8288 |
334
+ | 0.2656 | 33.2941 | 566 | 0.7120 | 0.5881 | 0.7120 | 0.8438 |
335
+ | 0.2656 | 33.4118 | 568 | 0.7464 | 0.5991 | 0.7464 | 0.8639 |
336
+ | 0.2656 | 33.5294 | 570 | 0.7640 | 0.5991 | 0.7640 | 0.8740 |
337
+ | 0.2656 | 33.6471 | 572 | 0.7830 | 0.5954 | 0.7830 | 0.8849 |
338
+ | 0.2656 | 33.7647 | 574 | 0.8153 | 0.5926 | 0.8153 | 0.9029 |
339
+ | 0.2656 | 33.8824 | 576 | 0.7974 | 0.5985 | 0.7974 | 0.8930 |
340
+ | 0.2656 | 34.0 | 578 | 0.7352 | 0.6320 | 0.7352 | 0.8575 |
341
+ | 0.2656 | 34.1176 | 580 | 0.6710 | 0.6816 | 0.6710 | 0.8192 |
342
+ | 0.2656 | 34.2353 | 582 | 0.6408 | 0.6921 | 0.6408 | 0.8005 |
343
+ | 0.2656 | 34.3529 | 584 | 0.6472 | 0.6771 | 0.6472 | 0.8045 |
344
+ | 0.2656 | 34.4706 | 586 | 0.6583 | 0.6779 | 0.6583 | 0.8114 |
345
+ | 0.2656 | 34.5882 | 588 | 0.6736 | 0.6539 | 0.6736 | 0.8207 |
346
+ | 0.2656 | 34.7059 | 590 | 0.6943 | 0.6656 | 0.6943 | 0.8333 |
347
+ | 0.2656 | 34.8235 | 592 | 0.6875 | 0.6960 | 0.6875 | 0.8291 |
348
+ | 0.2656 | 34.9412 | 594 | 0.6758 | 0.6960 | 0.6758 | 0.8221 |
349
+ | 0.2656 | 35.0588 | 596 | 0.6712 | 0.6799 | 0.6712 | 0.8193 |
350
+ | 0.2656 | 35.1765 | 598 | 0.6658 | 0.6963 | 0.6658 | 0.8160 |
351
+ | 0.2656 | 35.2941 | 600 | 0.6743 | 0.6963 | 0.6743 | 0.8211 |
352
+ | 0.2656 | 35.4118 | 602 | 0.6770 | 0.6860 | 0.6770 | 0.8228 |
353
+ | 0.2656 | 35.5294 | 604 | 0.6801 | 0.6860 | 0.6801 | 0.8247 |
354
+ | 0.2656 | 35.6471 | 606 | 0.6828 | 0.6893 | 0.6828 | 0.8263 |
355
+ | 0.2656 | 35.7647 | 608 | 0.7063 | 0.6063 | 0.7063 | 0.8404 |
356
+ | 0.2656 | 35.8824 | 610 | 0.7554 | 0.5458 | 0.7554 | 0.8691 |
357
+ | 0.2656 | 36.0 | 612 | 0.7944 | 0.5458 | 0.7944 | 0.8913 |
358
+ | 0.2656 | 36.1176 | 614 | 0.7961 | 0.5458 | 0.7961 | 0.8922 |
359
+ | 0.2656 | 36.2353 | 616 | 0.7785 | 0.5433 | 0.7785 | 0.8823 |
360
+ | 0.2656 | 36.3529 | 618 | 0.7535 | 0.5902 | 0.7535 | 0.8681 |
361
+ | 0.2656 | 36.4706 | 620 | 0.7588 | 0.5796 | 0.7588 | 0.8711 |
362
+ | 0.2656 | 36.5882 | 622 | 0.7685 | 0.5796 | 0.7685 | 0.8766 |
363
+ | 0.2656 | 36.7059 | 624 | 0.7808 | 0.5916 | 0.7808 | 0.8836 |
364
+ | 0.2656 | 36.8235 | 626 | 0.7942 | 0.5726 | 0.7942 | 0.8912 |
365
+ | 0.2656 | 36.9412 | 628 | 0.8090 | 0.5226 | 0.8090 | 0.8995 |
366
+ | 0.2656 | 37.0588 | 630 | 0.8132 | 0.5420 | 0.8132 | 0.9018 |
367
+ | 0.2656 | 37.1765 | 632 | 0.8197 | 0.5429 | 0.8197 | 0.9054 |
368
+ | 0.2656 | 37.2941 | 634 | 0.8222 | 0.5429 | 0.8222 | 0.9068 |
369
 
370
 
371
  ### Framework versions