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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k2_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k1_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k1_task7_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: 0.7176
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- - Qwk: 0.4124
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- - Mse: 0.7176
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- - Rmse: 0.8471
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  ## Model description
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@@ -49,356 +49,265 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.2857 | 2 | 2.6316 | -0.0545 | 2.6316 | 1.6222 |
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- | No log | 0.5714 | 4 | 1.2724 | 0.0495 | 1.2724 | 1.1280 |
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- | No log | 0.8571 | 6 | 0.7922 | 0.0937 | 0.7922 | 0.8900 |
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- | No log | 1.1429 | 8 | 0.9938 | 0.1183 | 0.9938 | 0.9969 |
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- | No log | 1.4286 | 10 | 1.0349 | 0.1530 | 1.0349 | 1.0173 |
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- | No log | 1.7143 | 12 | 1.1694 | 0.1557 | 1.1694 | 1.0814 |
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- | No log | 2.0 | 14 | 1.1603 | 0.1688 | 1.1603 | 1.0772 |
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- | No log | 2.2857 | 16 | 1.1740 | 0.1002 | 1.1740 | 1.0835 |
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- | No log | 2.5714 | 18 | 0.9501 | 0.1978 | 0.9501 | 0.9747 |
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- | No log | 2.8571 | 20 | 0.8572 | 0.2502 | 0.8572 | 0.9259 |
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- | No log | 3.1429 | 22 | 0.7836 | 0.2913 | 0.7836 | 0.8852 |
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- | No log | 3.4286 | 24 | 0.7765 | 0.2285 | 0.7765 | 0.8812 |
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- | No log | 3.7143 | 26 | 0.8284 | 0.2754 | 0.8284 | 0.9102 |
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- | No log | 4.0 | 28 | 0.8646 | 0.2352 | 0.8646 | 0.9298 |
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- | No log | 4.2857 | 30 | 0.8585 | 0.1766 | 0.8585 | 0.9266 |
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- | No log | 4.5714 | 32 | 0.8462 | 0.2063 | 0.8462 | 0.9199 |
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- | No log | 4.8571 | 34 | 0.8623 | 0.1962 | 0.8623 | 0.9286 |
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- | No log | 5.1429 | 36 | 0.8690 | 0.2574 | 0.8690 | 0.9322 |
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- | No log | 5.4286 | 38 | 0.8949 | 0.2982 | 0.8949 | 0.9460 |
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- | No log | 5.7143 | 40 | 0.9434 | 0.3169 | 0.9434 | 0.9713 |
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- | No log | 6.0 | 42 | 0.9004 | 0.2463 | 0.9004 | 0.9489 |
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- | No log | 6.2857 | 44 | 0.7940 | 0.3127 | 0.7940 | 0.8911 |
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- | No log | 6.5714 | 46 | 0.7485 | 0.3625 | 0.7485 | 0.8651 |
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- | No log | 6.8571 | 48 | 0.8052 | 0.3615 | 0.8052 | 0.8973 |
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- | No log | 7.1429 | 50 | 0.8962 | 0.2677 | 0.8962 | 0.9467 |
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- | No log | 7.4286 | 52 | 0.9484 | 0.2577 | 0.9484 | 0.9739 |
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- | No log | 7.7143 | 54 | 0.8563 | 0.3043 | 0.8563 | 0.9254 |
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- | No log | 8.0 | 56 | 0.7890 | 0.3326 | 0.7890 | 0.8883 |
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- | No log | 8.2857 | 58 | 0.8260 | 0.2987 | 0.8260 | 0.9089 |
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- | No log | 8.5714 | 60 | 0.9801 | 0.2799 | 0.9801 | 0.9900 |
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- | No log | 8.8571 | 62 | 1.0793 | 0.1821 | 1.0793 | 1.0389 |
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- | No log | 9.1429 | 64 | 1.0152 | 0.2166 | 1.0152 | 1.0076 |
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- | No log | 9.4286 | 66 | 0.8376 | 0.4218 | 0.8376 | 0.9152 |
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- | No log | 9.7143 | 68 | 0.7854 | 0.2661 | 0.7854 | 0.8862 |
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- | No log | 10.0 | 70 | 0.8360 | 0.3987 | 0.8360 | 0.9143 |
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- | No log | 10.2857 | 72 | 1.0613 | 0.3655 | 1.0613 | 1.0302 |
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- | No log | 10.5714 | 74 | 1.0915 | 0.3475 | 1.0915 | 1.0448 |
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- | No log | 10.8571 | 76 | 1.0934 | 0.3618 | 1.0934 | 1.0456 |
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- | No log | 11.1429 | 78 | 1.0121 | 0.3316 | 1.0121 | 1.0060 |
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- | No log | 11.4286 | 80 | 1.0156 | 0.3793 | 1.0156 | 1.0078 |
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- | No log | 11.7143 | 82 | 1.0251 | 0.3657 | 1.0251 | 1.0125 |
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- | No log | 12.0 | 84 | 1.0754 | 0.2930 | 1.0754 | 1.0370 |
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- | No log | 12.2857 | 86 | 0.9187 | 0.2754 | 0.9187 | 0.9585 |
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- | No log | 12.5714 | 88 | 0.7556 | 0.3157 | 0.7556 | 0.8693 |
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- | No log | 12.8571 | 90 | 0.6788 | 0.4147 | 0.6788 | 0.8239 |
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- | No log | 13.1429 | 92 | 0.6473 | 0.4171 | 0.6473 | 0.8045 |
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- | No log | 13.4286 | 94 | 0.7430 | 0.4023 | 0.7430 | 0.8620 |
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- | No log | 13.7143 | 96 | 0.7549 | 0.4265 | 0.7549 | 0.8689 |
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- | No log | 14.0 | 98 | 0.6595 | 0.4830 | 0.6595 | 0.8121 |
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- | No log | 14.2857 | 100 | 0.6934 | 0.5538 | 0.6934 | 0.8327 |
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- | No log | 14.5714 | 102 | 0.7393 | 0.5200 | 0.7393 | 0.8599 |
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- | No log | 14.8571 | 104 | 0.7154 | 0.4751 | 0.7154 | 0.8458 |
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- | No log | 15.1429 | 106 | 0.6981 | 0.4085 | 0.6981 | 0.8355 |
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- | No log | 15.4286 | 108 | 0.8293 | 0.4268 | 0.8293 | 0.9107 |
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- | No log | 15.7143 | 110 | 0.9118 | 0.3887 | 0.9118 | 0.9549 |
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- | No log | 16.0 | 112 | 0.7408 | 0.3710 | 0.7408 | 0.8607 |
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- | No log | 16.2857 | 114 | 0.6199 | 0.5395 | 0.6199 | 0.7873 |
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- | No log | 16.5714 | 116 | 0.5721 | 0.4418 | 0.5721 | 0.7564 |
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- | No log | 16.8571 | 118 | 0.5722 | 0.4970 | 0.5722 | 0.7565 |
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- | No log | 17.1429 | 120 | 0.6070 | 0.5499 | 0.6070 | 0.7791 |
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- | No log | 17.4286 | 122 | 0.6318 | 0.5605 | 0.6318 | 0.7948 |
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- | No log | 17.7143 | 124 | 0.5441 | 0.5288 | 0.5441 | 0.7376 |
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- | No log | 18.0 | 126 | 0.5389 | 0.4820 | 0.5389 | 0.7341 |
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- | No log | 18.2857 | 128 | 0.6009 | 0.5357 | 0.6009 | 0.7752 |
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- | No log | 18.5714 | 130 | 0.8787 | 0.3522 | 0.8787 | 0.9374 |
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- | No log | 18.8571 | 132 | 0.9050 | 0.3522 | 0.9050 | 0.9513 |
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- | No log | 19.1429 | 134 | 0.8418 | 0.3806 | 0.8418 | 0.9175 |
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- | No log | 19.4286 | 136 | 0.6982 | 0.5195 | 0.6982 | 0.8356 |
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- | No log | 19.7143 | 138 | 0.6764 | 0.5553 | 0.6764 | 0.8225 |
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- | No log | 20.0 | 140 | 0.5862 | 0.5291 | 0.5862 | 0.7656 |
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- | No log | 20.2857 | 142 | 0.6055 | 0.5291 | 0.6055 | 0.7782 |
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- | No log | 20.5714 | 144 | 0.6689 | 0.5291 | 0.6689 | 0.8179 |
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- | No log | 20.8571 | 146 | 0.6780 | 0.5076 | 0.6780 | 0.8234 |
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- | No log | 21.1429 | 148 | 0.6542 | 0.5015 | 0.6542 | 0.8088 |
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- | No log | 21.4286 | 150 | 0.6312 | 0.4428 | 0.6312 | 0.7945 |
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- | No log | 21.7143 | 152 | 0.6415 | 0.4504 | 0.6415 | 0.8009 |
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- | No log | 22.0 | 154 | 0.7256 | 0.4243 | 0.7256 | 0.8518 |
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- | No log | 22.2857 | 156 | 0.7951 | 0.3151 | 0.7951 | 0.8917 |
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- | No log | 22.5714 | 158 | 0.8280 | 0.3151 | 0.8280 | 0.9100 |
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- | No log | 22.8571 | 160 | 0.7686 | 0.3151 | 0.7686 | 0.8767 |
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- | No log | 23.1429 | 162 | 0.7885 | 0.3183 | 0.7885 | 0.8880 |
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- | No log | 23.4286 | 164 | 0.8723 | 0.3403 | 0.8723 | 0.9340 |
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- | No log | 23.7143 | 166 | 1.0240 | 0.3608 | 1.0240 | 1.0119 |
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- | No log | 24.0 | 168 | 1.0460 | 0.3956 | 1.0460 | 1.0227 |
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- | No log | 24.2857 | 170 | 0.9496 | 0.3735 | 0.9496 | 0.9745 |
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- | No log | 24.5714 | 172 | 0.8335 | 0.3486 | 0.8335 | 0.9129 |
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- | No log | 24.8571 | 174 | 0.7636 | 0.3886 | 0.7636 | 0.8739 |
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- | No log | 25.1429 | 176 | 0.7826 | 0.3929 | 0.7826 | 0.8846 |
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- | No log | 25.4286 | 178 | 0.9334 | 0.3294 | 0.9334 | 0.9661 |
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- | No log | 25.7143 | 180 | 1.1660 | 0.3144 | 1.1660 | 1.0798 |
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- | No log | 26.0 | 182 | 1.1449 | 0.3295 | 1.1449 | 1.0700 |
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- | No log | 26.2857 | 184 | 0.9868 | 0.3386 | 0.9868 | 0.9934 |
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- | No log | 26.5714 | 186 | 0.8527 | 0.3806 | 0.8527 | 0.9234 |
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- | No log | 26.8571 | 188 | 0.8332 | 0.3806 | 0.8332 | 0.9128 |
146
- | No log | 27.1429 | 190 | 0.8358 | 0.3906 | 0.8358 | 0.9142 |
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- | No log | 27.4286 | 192 | 0.8748 | 0.3906 | 0.8748 | 0.9353 |
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- | No log | 27.7143 | 194 | 0.8758 | 0.3698 | 0.8758 | 0.9358 |
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- | No log | 28.0 | 196 | 0.8320 | 0.4177 | 0.8320 | 0.9121 |
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- | No log | 28.2857 | 198 | 0.7131 | 0.3885 | 0.7131 | 0.8445 |
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- | No log | 28.5714 | 200 | 0.6522 | 0.4543 | 0.6522 | 0.8076 |
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- | No log | 28.8571 | 202 | 0.6624 | 0.4681 | 0.6624 | 0.8139 |
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- | No log | 29.1429 | 204 | 0.6815 | 0.4232 | 0.6815 | 0.8255 |
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- | No log | 29.4286 | 206 | 0.8054 | 0.3806 | 0.8054 | 0.8974 |
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- | No log | 29.7143 | 208 | 0.9160 | 0.4226 | 0.9160 | 0.9571 |
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- | No log | 30.0 | 210 | 0.9287 | 0.3887 | 0.9287 | 0.9637 |
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- | No log | 30.2857 | 212 | 0.8992 | 0.3887 | 0.8992 | 0.9482 |
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- | No log | 30.5714 | 214 | 0.7558 | 0.4012 | 0.7558 | 0.8693 |
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- | No log | 30.8571 | 216 | 0.6842 | 0.4335 | 0.6842 | 0.8271 |
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- | No log | 31.1429 | 218 | 0.6719 | 0.3906 | 0.6719 | 0.8197 |
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- | No log | 31.4286 | 220 | 0.6853 | 0.3963 | 0.6853 | 0.8278 |
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- | No log | 31.7143 | 222 | 0.7215 | 0.4453 | 0.7215 | 0.8494 |
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- | No log | 32.0 | 224 | 0.8773 | 0.4183 | 0.8773 | 0.9366 |
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- | No log | 32.2857 | 226 | 0.9920 | 0.4226 | 0.9920 | 0.9960 |
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- | No log | 32.5714 | 228 | 0.9408 | 0.3669 | 0.9408 | 0.9699 |
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- | No log | 32.8571 | 230 | 0.7865 | 0.3868 | 0.7865 | 0.8869 |
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- | No log | 33.1429 | 232 | 0.7016 | 0.3866 | 0.7016 | 0.8376 |
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- | No log | 33.4286 | 234 | 0.6668 | 0.4467 | 0.6668 | 0.8166 |
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- | No log | 33.7143 | 236 | 0.6820 | 0.3971 | 0.6820 | 0.8258 |
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- | No log | 34.0 | 238 | 0.8136 | 0.4303 | 0.8136 | 0.9020 |
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- | No log | 34.2857 | 240 | 0.9655 | 0.4452 | 0.9655 | 0.9826 |
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- | No log | 34.5714 | 242 | 1.0359 | 0.4321 | 1.0359 | 1.0178 |
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- | No log | 34.8571 | 244 | 0.9798 | 0.3885 | 0.9798 | 0.9899 |
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- | No log | 35.1429 | 246 | 0.8635 | 0.4222 | 0.8635 | 0.9293 |
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- | No log | 35.4286 | 248 | 0.8286 | 0.3909 | 0.8286 | 0.9103 |
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- | No log | 35.7143 | 250 | 0.7590 | 0.4610 | 0.7590 | 0.8712 |
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- | No log | 36.0 | 252 | 0.6884 | 0.4165 | 0.6884 | 0.8297 |
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- | No log | 36.2857 | 254 | 0.7395 | 0.4193 | 0.7395 | 0.8600 |
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- | No log | 36.5714 | 256 | 0.7529 | 0.4436 | 0.7529 | 0.8677 |
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- | No log | 36.8571 | 258 | 0.7882 | 0.4436 | 0.7882 | 0.8878 |
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- | No log | 37.1429 | 260 | 0.7976 | 0.3781 | 0.7976 | 0.8931 |
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- | No log | 37.4286 | 262 | 0.7433 | 0.3844 | 0.7433 | 0.8622 |
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- | No log | 37.7143 | 264 | 0.6720 | 0.3931 | 0.6720 | 0.8198 |
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- | No log | 38.0 | 266 | 0.6590 | 0.3691 | 0.6590 | 0.8118 |
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- | No log | 38.2857 | 268 | 0.6731 | 0.3425 | 0.6731 | 0.8204 |
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- | No log | 38.5714 | 270 | 0.7436 | 0.3526 | 0.7436 | 0.8623 |
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- | No log | 38.8571 | 272 | 0.9679 | 0.3847 | 0.9679 | 0.9838 |
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- | No log | 39.1429 | 274 | 1.1911 | 0.3103 | 1.1911 | 1.0914 |
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- | No log | 39.4286 | 276 | 1.2317 | 0.2857 | 1.2317 | 1.1098 |
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- | No log | 39.7143 | 278 | 1.1332 | 0.3505 | 1.1332 | 1.0645 |
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- | No log | 40.0 | 280 | 0.9707 | 0.3405 | 0.9707 | 0.9852 |
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- | No log | 40.2857 | 282 | 0.8442 | 0.3965 | 0.8442 | 0.9188 |
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- | No log | 40.5714 | 284 | 0.7634 | 0.3728 | 0.7634 | 0.8737 |
194
- | No log | 40.8571 | 286 | 0.7608 | 0.3948 | 0.7608 | 0.8723 |
195
- | No log | 41.1429 | 288 | 0.8428 | 0.4199 | 0.8428 | 0.9180 |
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- | No log | 41.4286 | 290 | 0.8885 | 0.4159 | 0.8885 | 0.9426 |
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- | No log | 41.7143 | 292 | 0.8781 | 0.3806 | 0.8781 | 0.9371 |
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- | No log | 42.0 | 294 | 0.8088 | 0.4199 | 0.8088 | 0.8993 |
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- | No log | 42.2857 | 296 | 0.7309 | 0.3440 | 0.7309 | 0.8549 |
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- | No log | 42.5714 | 298 | 0.7088 | 0.4354 | 0.7088 | 0.8419 |
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- | No log | 42.8571 | 300 | 0.6886 | 0.4374 | 0.6886 | 0.8298 |
202
- | No log | 43.1429 | 302 | 0.6667 | 0.4758 | 0.6667 | 0.8165 |
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- | No log | 43.4286 | 304 | 0.6706 | 0.4354 | 0.6706 | 0.8189 |
204
- | No log | 43.7143 | 306 | 0.6857 | 0.3976 | 0.6857 | 0.8281 |
205
- | No log | 44.0 | 308 | 0.7432 | 0.3824 | 0.7432 | 0.8621 |
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- | No log | 44.2857 | 310 | 0.8279 | 0.3618 | 0.8279 | 0.9099 |
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- | No log | 44.5714 | 312 | 0.8343 | 0.3618 | 0.8343 | 0.9134 |
208
- | No log | 44.8571 | 314 | 0.7979 | 0.3433 | 0.7979 | 0.8933 |
209
- | No log | 45.1429 | 316 | 0.7396 | 0.3562 | 0.7396 | 0.8600 |
210
- | No log | 45.4286 | 318 | 0.7043 | 0.3891 | 0.7043 | 0.8392 |
211
- | No log | 45.7143 | 320 | 0.7073 | 0.4144 | 0.7073 | 0.8410 |
212
- | No log | 46.0 | 322 | 0.6729 | 0.4007 | 0.6729 | 0.8203 |
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- | No log | 46.2857 | 324 | 0.6702 | 0.4234 | 0.6702 | 0.8187 |
214
- | No log | 46.5714 | 326 | 0.7045 | 0.4093 | 0.7045 | 0.8394 |
215
- | No log | 46.8571 | 328 | 0.7736 | 0.4104 | 0.7736 | 0.8796 |
216
- | No log | 47.1429 | 330 | 0.8461 | 0.4199 | 0.8461 | 0.9199 |
217
- | No log | 47.4286 | 332 | 0.8895 | 0.3542 | 0.8895 | 0.9431 |
218
- | No log | 47.7143 | 334 | 0.9251 | 0.3174 | 0.9251 | 0.9618 |
219
- | No log | 48.0 | 336 | 0.9180 | 0.3174 | 0.9180 | 0.9581 |
220
- | No log | 48.2857 | 338 | 0.8430 | 0.3760 | 0.8430 | 0.9181 |
221
- | No log | 48.5714 | 340 | 0.8000 | 0.4104 | 0.8000 | 0.8944 |
222
- | No log | 48.8571 | 342 | 0.7871 | 0.3740 | 0.7871 | 0.8872 |
223
- | No log | 49.1429 | 344 | 0.8363 | 0.4199 | 0.8363 | 0.9145 |
224
- | No log | 49.4286 | 346 | 0.8335 | 0.3886 | 0.8335 | 0.9130 |
225
- | No log | 49.7143 | 348 | 0.8103 | 0.4199 | 0.8103 | 0.9002 |
226
- | No log | 50.0 | 350 | 0.7993 | 0.4199 | 0.7993 | 0.8941 |
227
- | No log | 50.2857 | 352 | 0.8156 | 0.4104 | 0.8156 | 0.9031 |
228
- | No log | 50.5714 | 354 | 0.8305 | 0.4104 | 0.8305 | 0.9113 |
229
- | No log | 50.8571 | 356 | 0.8072 | 0.3710 | 0.8072 | 0.8985 |
230
- | No log | 51.1429 | 358 | 0.8017 | 0.3710 | 0.8017 | 0.8954 |
231
- | No log | 51.4286 | 360 | 0.7668 | 0.3710 | 0.7668 | 0.8757 |
232
- | No log | 51.7143 | 362 | 0.7735 | 0.4199 | 0.7735 | 0.8795 |
233
- | No log | 52.0 | 364 | 0.8135 | 0.4199 | 0.8135 | 0.9019 |
234
- | No log | 52.2857 | 366 | 0.8316 | 0.4199 | 0.8316 | 0.9119 |
235
- | No log | 52.5714 | 368 | 0.7876 | 0.4199 | 0.7876 | 0.8875 |
236
- | No log | 52.8571 | 370 | 0.7143 | 0.4495 | 0.7143 | 0.8452 |
237
- | No log | 53.1429 | 372 | 0.6943 | 0.5030 | 0.6943 | 0.8332 |
238
- | No log | 53.4286 | 374 | 0.6875 | 0.5013 | 0.6875 | 0.8292 |
239
- | No log | 53.7143 | 376 | 0.6910 | 0.4759 | 0.6910 | 0.8313 |
240
- | No log | 54.0 | 378 | 0.6817 | 0.4759 | 0.6817 | 0.8256 |
241
- | No log | 54.2857 | 380 | 0.7097 | 0.4404 | 0.7097 | 0.8424 |
242
- | No log | 54.5714 | 382 | 0.7992 | 0.4199 | 0.7992 | 0.8940 |
243
- | No log | 54.8571 | 384 | 0.8549 | 0.4286 | 0.8549 | 0.9246 |
244
- | No log | 55.1429 | 386 | 0.8469 | 0.4286 | 0.8469 | 0.9202 |
245
- | No log | 55.4286 | 388 | 0.8011 | 0.4286 | 0.8011 | 0.8951 |
246
- | No log | 55.7143 | 390 | 0.7405 | 0.4418 | 0.7405 | 0.8605 |
247
- | No log | 56.0 | 392 | 0.6905 | 0.4702 | 0.6905 | 0.8310 |
248
- | No log | 56.2857 | 394 | 0.6636 | 0.5133 | 0.6636 | 0.8146 |
249
- | No log | 56.5714 | 396 | 0.6562 | 0.5382 | 0.6562 | 0.8101 |
250
- | No log | 56.8571 | 398 | 0.6972 | 0.4853 | 0.6972 | 0.8350 |
251
- | No log | 57.1429 | 400 | 0.8006 | 0.4240 | 0.8006 | 0.8948 |
252
- | No log | 57.4286 | 402 | 0.8844 | 0.3596 | 0.8844 | 0.9404 |
253
- | No log | 57.7143 | 404 | 0.8997 | 0.3489 | 0.8997 | 0.9485 |
254
- | No log | 58.0 | 406 | 0.8586 | 0.3579 | 0.8586 | 0.9266 |
255
- | No log | 58.2857 | 408 | 0.8020 | 0.4104 | 0.8020 | 0.8955 |
256
- | No log | 58.5714 | 410 | 0.7520 | 0.4057 | 0.7520 | 0.8672 |
257
- | No log | 58.8571 | 412 | 0.7061 | 0.4371 | 0.7061 | 0.8403 |
258
- | No log | 59.1429 | 414 | 0.6583 | 0.4624 | 0.6583 | 0.8114 |
259
- | No log | 59.4286 | 416 | 0.6313 | 0.4486 | 0.6313 | 0.7945 |
260
- | No log | 59.7143 | 418 | 0.6366 | 0.4954 | 0.6366 | 0.7979 |
261
- | No log | 60.0 | 420 | 0.6651 | 0.4997 | 0.6651 | 0.8155 |
262
- | No log | 60.2857 | 422 | 0.6938 | 0.4453 | 0.6938 | 0.8330 |
263
- | No log | 60.5714 | 424 | 0.7571 | 0.4217 | 0.7571 | 0.8701 |
264
- | No log | 60.8571 | 426 | 0.8231 | 0.4735 | 0.8231 | 0.9072 |
265
- | No log | 61.1429 | 428 | 0.8610 | 0.3678 | 0.8610 | 0.9279 |
266
- | No log | 61.4286 | 430 | 0.8575 | 0.3217 | 0.8575 | 0.9260 |
267
- | No log | 61.7143 | 432 | 0.8145 | 0.3076 | 0.8145 | 0.9025 |
268
- | No log | 62.0 | 434 | 0.7542 | 0.3194 | 0.7542 | 0.8685 |
269
- | No log | 62.2857 | 436 | 0.7007 | 0.4144 | 0.7007 | 0.8371 |
270
- | No log | 62.5714 | 438 | 0.6574 | 0.4522 | 0.6574 | 0.8108 |
271
- | No log | 62.8571 | 440 | 0.6473 | 0.4542 | 0.6473 | 0.8046 |
272
- | No log | 63.1429 | 442 | 0.6639 | 0.4239 | 0.6639 | 0.8148 |
273
- | No log | 63.4286 | 444 | 0.6801 | 0.4625 | 0.6801 | 0.8247 |
274
- | No log | 63.7143 | 446 | 0.6849 | 0.4772 | 0.6849 | 0.8276 |
275
- | No log | 64.0 | 448 | 0.6734 | 0.4982 | 0.6734 | 0.8206 |
276
- | No log | 64.2857 | 450 | 0.6783 | 0.4982 | 0.6783 | 0.8236 |
277
- | No log | 64.5714 | 452 | 0.6823 | 0.4982 | 0.6823 | 0.8260 |
278
- | No log | 64.8571 | 454 | 0.6679 | 0.4920 | 0.6679 | 0.8172 |
279
- | No log | 65.1429 | 456 | 0.6609 | 0.4854 | 0.6609 | 0.8130 |
280
- | No log | 65.4286 | 458 | 0.6777 | 0.4854 | 0.6777 | 0.8233 |
281
- | No log | 65.7143 | 460 | 0.7282 | 0.4606 | 0.7282 | 0.8533 |
282
- | No log | 66.0 | 462 | 0.8107 | 0.4199 | 0.8107 | 0.9004 |
283
- | No log | 66.2857 | 464 | 0.9405 | 0.3377 | 0.9405 | 0.9698 |
284
- | No log | 66.5714 | 466 | 1.0772 | 0.3376 | 1.0772 | 1.0379 |
285
- | No log | 66.8571 | 468 | 1.1431 | 0.3059 | 1.1431 | 1.0691 |
286
- | No log | 67.1429 | 470 | 1.1626 | 0.3554 | 1.1626 | 1.0783 |
287
- | No log | 67.4286 | 472 | 1.0886 | 0.3571 | 1.0886 | 1.0434 |
288
- | No log | 67.7143 | 474 | 0.9746 | 0.3680 | 0.9746 | 0.9872 |
289
- | No log | 68.0 | 476 | 0.8662 | 0.3867 | 0.8662 | 0.9307 |
290
- | No log | 68.2857 | 478 | 0.7664 | 0.4457 | 0.7664 | 0.8755 |
291
- | No log | 68.5714 | 480 | 0.7236 | 0.4114 | 0.7236 | 0.8507 |
292
- | No log | 68.8571 | 482 | 0.7086 | 0.4114 | 0.7086 | 0.8418 |
293
- | No log | 69.1429 | 484 | 0.7185 | 0.4389 | 0.7185 | 0.8477 |
294
- | No log | 69.4286 | 486 | 0.7483 | 0.3710 | 0.7483 | 0.8651 |
295
- | No log | 69.7143 | 488 | 0.7960 | 0.3710 | 0.7960 | 0.8922 |
296
- | No log | 70.0 | 490 | 0.8250 | 0.3934 | 0.8250 | 0.9083 |
297
- | No log | 70.2857 | 492 | 0.8297 | 0.3934 | 0.8297 | 0.9109 |
298
- | No log | 70.5714 | 494 | 0.8404 | 0.3934 | 0.8404 | 0.9167 |
299
- | No log | 70.8571 | 496 | 0.8323 | 0.3710 | 0.8323 | 0.9123 |
300
- | No log | 71.1429 | 498 | 0.7984 | 0.3710 | 0.7984 | 0.8935 |
301
- | 0.2314 | 71.4286 | 500 | 0.7916 | 0.3710 | 0.7916 | 0.8897 |
302
- | 0.2314 | 71.7143 | 502 | 0.7947 | 0.4057 | 0.7947 | 0.8915 |
303
- | 0.2314 | 72.0 | 504 | 0.8043 | 0.4152 | 0.8043 | 0.8968 |
304
- | 0.2314 | 72.2857 | 506 | 0.8124 | 0.4152 | 0.8124 | 0.9013 |
305
- | 0.2314 | 72.5714 | 508 | 0.7982 | 0.4217 | 0.7982 | 0.8934 |
306
- | 0.2314 | 72.8571 | 510 | 0.7739 | 0.4124 | 0.7739 | 0.8797 |
307
- | 0.2314 | 73.1429 | 512 | 0.7390 | 0.5275 | 0.7390 | 0.8597 |
308
- | 0.2314 | 73.4286 | 514 | 0.7233 | 0.5275 | 0.7233 | 0.8505 |
309
- | 0.2314 | 73.7143 | 516 | 0.7162 | 0.5275 | 0.7162 | 0.8463 |
310
- | 0.2314 | 74.0 | 518 | 0.7400 | 0.4702 | 0.7400 | 0.8602 |
311
- | 0.2314 | 74.2857 | 520 | 0.7718 | 0.4217 | 0.7718 | 0.8785 |
312
- | 0.2314 | 74.5714 | 522 | 0.8037 | 0.4240 | 0.8037 | 0.8965 |
313
- | 0.2314 | 74.8571 | 524 | 0.8001 | 0.4240 | 0.8001 | 0.8945 |
314
- | 0.2314 | 75.1429 | 526 | 0.7804 | 0.4369 | 0.7804 | 0.8834 |
315
- | 0.2314 | 75.4286 | 528 | 0.7600 | 0.4353 | 0.7600 | 0.8718 |
316
- | 0.2314 | 75.7143 | 530 | 0.7453 | 0.4353 | 0.7453 | 0.8633 |
317
- | 0.2314 | 76.0 | 532 | 0.7602 | 0.4284 | 0.7602 | 0.8719 |
318
- | 0.2314 | 76.2857 | 534 | 0.7882 | 0.4334 | 0.7882 | 0.8878 |
319
- | 0.2314 | 76.5714 | 536 | 0.8227 | 0.4400 | 0.8227 | 0.9070 |
320
- | 0.2314 | 76.8571 | 538 | 0.8520 | 0.4070 | 0.8520 | 0.9230 |
321
- | 0.2314 | 77.1429 | 540 | 0.8743 | 0.4070 | 0.8743 | 0.9351 |
322
- | 0.2314 | 77.4286 | 542 | 0.8863 | 0.4070 | 0.8863 | 0.9414 |
323
- | 0.2314 | 77.7143 | 544 | 0.8877 | 0.4070 | 0.8877 | 0.9422 |
324
- | 0.2314 | 78.0 | 546 | 0.8767 | 0.4070 | 0.8767 | 0.9363 |
325
- | 0.2314 | 78.2857 | 548 | 0.8598 | 0.4400 | 0.8598 | 0.9273 |
326
- | 0.2314 | 78.5714 | 550 | 0.8312 | 0.4400 | 0.8312 | 0.9117 |
327
- | 0.2314 | 78.8571 | 552 | 0.8116 | 0.4400 | 0.8116 | 0.9009 |
328
- | 0.2314 | 79.1429 | 554 | 0.7873 | 0.4199 | 0.7873 | 0.8873 |
329
- | 0.2314 | 79.4286 | 556 | 0.7770 | 0.4539 | 0.7770 | 0.8815 |
330
- | 0.2314 | 79.7143 | 558 | 0.7825 | 0.4539 | 0.7825 | 0.8846 |
331
- | 0.2314 | 80.0 | 560 | 0.7969 | 0.4199 | 0.7969 | 0.8927 |
332
- | 0.2314 | 80.2857 | 562 | 0.8158 | 0.4479 | 0.8158 | 0.9032 |
333
- | 0.2314 | 80.5714 | 564 | 0.8242 | 0.4479 | 0.8242 | 0.9079 |
334
- | 0.2314 | 80.8571 | 566 | 0.8186 | 0.4286 | 0.8186 | 0.9048 |
335
- | 0.2314 | 81.1429 | 568 | 0.7965 | 0.4286 | 0.7965 | 0.8925 |
336
- | 0.2314 | 81.4286 | 570 | 0.7757 | 0.4240 | 0.7757 | 0.8808 |
337
- | 0.2314 | 81.7143 | 572 | 0.7621 | 0.4631 | 0.7621 | 0.8730 |
338
- | 0.2314 | 82.0 | 574 | 0.7627 | 0.4631 | 0.7627 | 0.8733 |
339
- | 0.2314 | 82.2857 | 576 | 0.7499 | 0.4631 | 0.7499 | 0.8660 |
340
- | 0.2314 | 82.5714 | 578 | 0.7178 | 0.4836 | 0.7178 | 0.8472 |
341
- | 0.2314 | 82.8571 | 580 | 0.6880 | 0.5275 | 0.6880 | 0.8294 |
342
- | 0.2314 | 83.1429 | 582 | 0.6789 | 0.5275 | 0.6789 | 0.8240 |
343
- | 0.2314 | 83.4286 | 584 | 0.6794 | 0.5059 | 0.6794 | 0.8243 |
344
- | 0.2314 | 83.7143 | 586 | 0.6801 | 0.5059 | 0.6801 | 0.8247 |
345
- | 0.2314 | 84.0 | 588 | 0.6961 | 0.4836 | 0.6961 | 0.8343 |
346
- | 0.2314 | 84.2857 | 590 | 0.7032 | 0.4836 | 0.7032 | 0.8386 |
347
- | 0.2314 | 84.5714 | 592 | 0.7219 | 0.4836 | 0.7219 | 0.8497 |
348
- | 0.2314 | 84.8571 | 594 | 0.7370 | 0.4836 | 0.7370 | 0.8585 |
349
- | 0.2314 | 85.1429 | 596 | 0.7397 | 0.4836 | 0.7397 | 0.8601 |
350
- | 0.2314 | 85.4286 | 598 | 0.7442 | 0.4476 | 0.7442 | 0.8627 |
351
- | 0.2314 | 85.7143 | 600 | 0.7550 | 0.4556 | 0.7550 | 0.8689 |
352
- | 0.2314 | 86.0 | 602 | 0.7722 | 0.4152 | 0.7722 | 0.8787 |
353
- | 0.2314 | 86.2857 | 604 | 0.7729 | 0.4152 | 0.7729 | 0.8791 |
354
- | 0.2314 | 86.5714 | 606 | 0.7579 | 0.4217 | 0.7579 | 0.8706 |
355
- | 0.2314 | 86.8571 | 608 | 0.7520 | 0.4556 | 0.7520 | 0.8672 |
356
- | 0.2314 | 87.1429 | 610 | 0.7570 | 0.4152 | 0.7570 | 0.8701 |
357
- | 0.2314 | 87.4286 | 612 | 0.7658 | 0.4152 | 0.7658 | 0.8751 |
358
- | 0.2314 | 87.7143 | 614 | 0.7689 | 0.4152 | 0.7689 | 0.8769 |
359
- | 0.2314 | 88.0 | 616 | 0.7616 | 0.4152 | 0.7616 | 0.8727 |
360
- | 0.2314 | 88.2857 | 618 | 0.7557 | 0.4124 | 0.7557 | 0.8693 |
361
- | 0.2314 | 88.5714 | 620 | 0.7445 | 0.4476 | 0.7445 | 0.8629 |
362
- | 0.2314 | 88.8571 | 622 | 0.7425 | 0.4124 | 0.7425 | 0.8617 |
363
- | 0.2314 | 89.1429 | 624 | 0.7433 | 0.4124 | 0.7433 | 0.8621 |
364
- | 0.2314 | 89.4286 | 626 | 0.7449 | 0.4124 | 0.7449 | 0.8630 |
365
- | 0.2314 | 89.7143 | 628 | 0.7477 | 0.4217 | 0.7477 | 0.8647 |
366
- | 0.2314 | 90.0 | 630 | 0.7484 | 0.4217 | 0.7484 | 0.8651 |
367
- | 0.2314 | 90.2857 | 632 | 0.7484 | 0.4217 | 0.7484 | 0.8651 |
368
- | 0.2314 | 90.5714 | 634 | 0.7467 | 0.4217 | 0.7467 | 0.8641 |
369
- | 0.2314 | 90.8571 | 636 | 0.7481 | 0.4152 | 0.7481 | 0.8649 |
370
- | 0.2314 | 91.1429 | 638 | 0.7447 | 0.4217 | 0.7447 | 0.8629 |
371
- | 0.2314 | 91.4286 | 640 | 0.7330 | 0.4217 | 0.7330 | 0.8561 |
372
- | 0.2314 | 91.7143 | 642 | 0.7172 | 0.4476 | 0.7172 | 0.8469 |
373
- | 0.2314 | 92.0 | 644 | 0.7083 | 0.4836 | 0.7083 | 0.8416 |
374
- | 0.2314 | 92.2857 | 646 | 0.7058 | 0.4836 | 0.7058 | 0.8401 |
375
- | 0.2314 | 92.5714 | 648 | 0.7086 | 0.4836 | 0.7086 | 0.8418 |
376
- | 0.2314 | 92.8571 | 650 | 0.7153 | 0.4476 | 0.7153 | 0.8457 |
377
- | 0.2314 | 93.1429 | 652 | 0.7245 | 0.4217 | 0.7245 | 0.8512 |
378
- | 0.2314 | 93.4286 | 654 | 0.7313 | 0.4217 | 0.7313 | 0.8552 |
379
- | 0.2314 | 93.7143 | 656 | 0.7407 | 0.4152 | 0.7407 | 0.8607 |
380
- | 0.2314 | 94.0 | 658 | 0.7443 | 0.4152 | 0.7443 | 0.8627 |
381
- | 0.2314 | 94.2857 | 660 | 0.7431 | 0.4152 | 0.7431 | 0.8620 |
382
- | 0.2314 | 94.5714 | 662 | 0.7376 | 0.4152 | 0.7376 | 0.8588 |
383
- | 0.2314 | 94.8571 | 664 | 0.7352 | 0.4152 | 0.7352 | 0.8575 |
384
- | 0.2314 | 95.1429 | 666 | 0.7307 | 0.4217 | 0.7307 | 0.8548 |
385
- | 0.2314 | 95.4286 | 668 | 0.7265 | 0.4217 | 0.7265 | 0.8523 |
386
- | 0.2314 | 95.7143 | 670 | 0.7279 | 0.4217 | 0.7279 | 0.8532 |
387
- | 0.2314 | 96.0 | 672 | 0.7298 | 0.4217 | 0.7298 | 0.8543 |
388
- | 0.2314 | 96.2857 | 674 | 0.7314 | 0.4217 | 0.7314 | 0.8552 |
389
- | 0.2314 | 96.5714 | 676 | 0.7329 | 0.4217 | 0.7329 | 0.8561 |
390
- | 0.2314 | 96.8571 | 678 | 0.7332 | 0.4217 | 0.7332 | 0.8563 |
391
- | 0.2314 | 97.1429 | 680 | 0.7327 | 0.4217 | 0.7327 | 0.8560 |
392
- | 0.2314 | 97.4286 | 682 | 0.7299 | 0.4217 | 0.7299 | 0.8543 |
393
- | 0.2314 | 97.7143 | 684 | 0.7286 | 0.4124 | 0.7286 | 0.8536 |
394
- | 0.2314 | 98.0 | 686 | 0.7272 | 0.4124 | 0.7272 | 0.8528 |
395
- | 0.2314 | 98.2857 | 688 | 0.7259 | 0.4124 | 0.7259 | 0.8520 |
396
- | 0.2314 | 98.5714 | 690 | 0.7233 | 0.4124 | 0.7233 | 0.8505 |
397
- | 0.2314 | 98.8571 | 692 | 0.7209 | 0.4124 | 0.7209 | 0.8491 |
398
- | 0.2314 | 99.1429 | 694 | 0.7192 | 0.4124 | 0.7192 | 0.8481 |
399
- | 0.2314 | 99.4286 | 696 | 0.7184 | 0.4124 | 0.7184 | 0.8476 |
400
- | 0.2314 | 99.7143 | 698 | 0.7178 | 0.4124 | 0.7178 | 0.8472 |
401
- | 0.2314 | 100.0 | 700 | 0.7176 | 0.4124 | 0.7176 | 0.8471 |
402
 
403
 
404
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k2_task7_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_B_usingWellWrittenEssays_FineTuningAraBERT_run3_AugV5_k2_task7_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: 0.4622
19
+ - Qwk: 0.4585
20
+ - Mse: 0.4622
21
+ - Rmse: 0.6798
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.1667 | 2 | 2.6453 | -0.0262 | 2.6453 | 1.6264 |
53
+ | No log | 0.3333 | 4 | 1.2157 | 0.0726 | 1.2157 | 1.1026 |
54
+ | No log | 0.5 | 6 | 0.9296 | -0.0660 | 0.9296 | 0.9641 |
55
+ | No log | 0.6667 | 8 | 0.8656 | 0.1815 | 0.8656 | 0.9304 |
56
+ | No log | 0.8333 | 10 | 0.6652 | 0.2783 | 0.6652 | 0.8156 |
57
+ | No log | 1.0 | 12 | 0.6556 | 0.2498 | 0.6556 | 0.8097 |
58
+ | No log | 1.1667 | 14 | 0.5973 | 0.4494 | 0.5973 | 0.7729 |
59
+ | No log | 1.3333 | 16 | 0.5980 | 0.4698 | 0.5980 | 0.7733 |
60
+ | No log | 1.5 | 18 | 0.5847 | 0.4881 | 0.5847 | 0.7646 |
61
+ | No log | 1.6667 | 20 | 0.5772 | 0.5398 | 0.5772 | 0.7597 |
62
+ | No log | 1.8333 | 22 | 0.6048 | 0.5262 | 0.6048 | 0.7777 |
63
+ | No log | 2.0 | 24 | 1.1644 | 0.2169 | 1.1644 | 1.0791 |
64
+ | No log | 2.1667 | 26 | 1.2713 | 0.1670 | 1.2713 | 1.1275 |
65
+ | No log | 2.3333 | 28 | 1.0665 | 0.2348 | 1.0665 | 1.0327 |
66
+ | No log | 2.5 | 30 | 0.7311 | 0.5232 | 0.7311 | 0.8550 |
67
+ | No log | 2.6667 | 32 | 0.5563 | 0.5907 | 0.5563 | 0.7459 |
68
+ | No log | 2.8333 | 34 | 0.5208 | 0.4375 | 0.5208 | 0.7216 |
69
+ | No log | 3.0 | 36 | 0.6763 | 0.4930 | 0.6763 | 0.8224 |
70
+ | No log | 3.1667 | 38 | 0.5506 | 0.4473 | 0.5506 | 0.7421 |
71
+ | No log | 3.3333 | 40 | 0.5137 | 0.4147 | 0.5137 | 0.7167 |
72
+ | No log | 3.5 | 42 | 0.5191 | 0.5171 | 0.5191 | 0.7205 |
73
+ | No log | 3.6667 | 44 | 0.5894 | 0.4633 | 0.5894 | 0.7677 |
74
+ | No log | 3.8333 | 46 | 0.6436 | 0.5184 | 0.6436 | 0.8022 |
75
+ | No log | 4.0 | 48 | 0.7869 | 0.4250 | 0.7869 | 0.8871 |
76
+ | No log | 4.1667 | 50 | 0.6076 | 0.4654 | 0.6076 | 0.7795 |
77
+ | No log | 4.3333 | 52 | 0.5584 | 0.4848 | 0.5584 | 0.7473 |
78
+ | No log | 4.5 | 54 | 0.8347 | 0.3928 | 0.8347 | 0.9136 |
79
+ | No log | 4.6667 | 56 | 0.7997 | 0.4161 | 0.7997 | 0.8942 |
80
+ | No log | 4.8333 | 58 | 0.5424 | 0.4991 | 0.5424 | 0.7365 |
81
+ | No log | 5.0 | 60 | 0.6020 | 0.4087 | 0.6020 | 0.7759 |
82
+ | No log | 5.1667 | 62 | 0.5437 | 0.5625 | 0.5437 | 0.7374 |
83
+ | No log | 5.3333 | 64 | 0.8220 | 0.2810 | 0.8220 | 0.9067 |
84
+ | No log | 5.5 | 66 | 1.0019 | 0.2659 | 1.0019 | 1.0010 |
85
+ | No log | 5.6667 | 68 | 0.7099 | 0.4008 | 0.7099 | 0.8425 |
86
+ | No log | 5.8333 | 70 | 0.5306 | 0.5248 | 0.5306 | 0.7284 |
87
+ | No log | 6.0 | 72 | 0.6811 | 0.5129 | 0.6811 | 0.8253 |
88
+ | No log | 6.1667 | 74 | 0.5825 | 0.5779 | 0.5825 | 0.7632 |
89
+ | No log | 6.3333 | 76 | 0.5087 | 0.5647 | 0.5087 | 0.7132 |
90
+ | No log | 6.5 | 78 | 0.5115 | 0.5647 | 0.5115 | 0.7152 |
91
+ | No log | 6.6667 | 80 | 0.5216 | 0.5831 | 0.5216 | 0.7222 |
92
+ | No log | 6.8333 | 82 | 0.5201 | 0.5831 | 0.5201 | 0.7212 |
93
+ | No log | 7.0 | 84 | 0.4936 | 0.5753 | 0.4936 | 0.7026 |
94
+ | No log | 7.1667 | 86 | 0.5412 | 0.5483 | 0.5412 | 0.7357 |
95
+ | No log | 7.3333 | 88 | 0.6694 | 0.4427 | 0.6694 | 0.8181 |
96
+ | No log | 7.5 | 90 | 0.5364 | 0.5621 | 0.5364 | 0.7324 |
97
+ | No log | 7.6667 | 92 | 0.5099 | 0.6038 | 0.5099 | 0.7141 |
98
+ | No log | 7.8333 | 94 | 0.5135 | 0.6038 | 0.5135 | 0.7166 |
99
+ | No log | 8.0 | 96 | 0.4829 | 0.6589 | 0.4829 | 0.6949 |
100
+ | No log | 8.1667 | 98 | 0.7746 | 0.4552 | 0.7746 | 0.8801 |
101
+ | No log | 8.3333 | 100 | 0.9075 | 0.4250 | 0.9075 | 0.9526 |
102
+ | No log | 8.5 | 102 | 0.6439 | 0.5428 | 0.6439 | 0.8025 |
103
+ | No log | 8.6667 | 104 | 0.4844 | 0.5888 | 0.4844 | 0.6960 |
104
+ | No log | 8.8333 | 106 | 0.6234 | 0.4284 | 0.6234 | 0.7896 |
105
+ | No log | 9.0 | 108 | 0.6089 | 0.4353 | 0.6089 | 0.7803 |
106
+ | No log | 9.1667 | 110 | 0.4869 | 0.5888 | 0.4869 | 0.6978 |
107
+ | No log | 9.3333 | 112 | 0.5174 | 0.6053 | 0.5174 | 0.7193 |
108
+ | No log | 9.5 | 114 | 0.5412 | 0.6337 | 0.5412 | 0.7356 |
109
+ | No log | 9.6667 | 116 | 0.5158 | 0.6007 | 0.5158 | 0.7182 |
110
+ | No log | 9.8333 | 118 | 0.5113 | 0.5913 | 0.5113 | 0.7151 |
111
+ | No log | 10.0 | 120 | 0.5176 | 0.6334 | 0.5176 | 0.7194 |
112
+ | No log | 10.1667 | 122 | 0.5078 | 0.5797 | 0.5078 | 0.7126 |
113
+ | No log | 10.3333 | 124 | 0.5562 | 0.5841 | 0.5562 | 0.7458 |
114
+ | No log | 10.5 | 126 | 0.5825 | 0.5233 | 0.5825 | 0.7632 |
115
+ | No log | 10.6667 | 128 | 0.5863 | 0.5233 | 0.5863 | 0.7657 |
116
+ | No log | 10.8333 | 130 | 0.5995 | 0.4580 | 0.5995 | 0.7743 |
117
+ | No log | 11.0 | 132 | 0.5389 | 0.5895 | 0.5389 | 0.7341 |
118
+ | No log | 11.1667 | 134 | 0.4934 | 0.6130 | 0.4934 | 0.7024 |
119
+ | No log | 11.3333 | 136 | 0.4987 | 0.6146 | 0.4987 | 0.7062 |
120
+ | No log | 11.5 | 138 | 0.4808 | 0.6148 | 0.4808 | 0.6934 |
121
+ | No log | 11.6667 | 140 | 0.4670 | 0.6096 | 0.4670 | 0.6834 |
122
+ | No log | 11.8333 | 142 | 0.4708 | 0.6147 | 0.4708 | 0.6861 |
123
+ | No log | 12.0 | 144 | 0.4410 | 0.6377 | 0.4410 | 0.6641 |
124
+ | No log | 12.1667 | 146 | 0.5296 | 0.5983 | 0.5296 | 0.7277 |
125
+ | No log | 12.3333 | 148 | 0.6026 | 0.4593 | 0.6026 | 0.7763 |
126
+ | No log | 12.5 | 150 | 0.5087 | 0.5603 | 0.5087 | 0.7132 |
127
+ | No log | 12.6667 | 152 | 0.4442 | 0.6215 | 0.4442 | 0.6665 |
128
+ | No log | 12.8333 | 154 | 0.4617 | 0.5955 | 0.4617 | 0.6795 |
129
+ | No log | 13.0 | 156 | 0.4545 | 0.5539 | 0.4545 | 0.6741 |
130
+ | No log | 13.1667 | 158 | 0.6532 | 0.4760 | 0.6532 | 0.8082 |
131
+ | No log | 13.3333 | 160 | 0.7741 | 0.4212 | 0.7741 | 0.8798 |
132
+ | No log | 13.5 | 162 | 0.6267 | 0.4926 | 0.6267 | 0.7916 |
133
+ | No log | 13.6667 | 164 | 0.4731 | 0.6289 | 0.4731 | 0.6878 |
134
+ | No log | 13.8333 | 166 | 0.5514 | 0.5561 | 0.5514 | 0.7426 |
135
+ | No log | 14.0 | 168 | 0.6739 | 0.4993 | 0.6739 | 0.8209 |
136
+ | No log | 14.1667 | 170 | 0.5527 | 0.5459 | 0.5527 | 0.7435 |
137
+ | No log | 14.3333 | 172 | 0.4833 | 0.6071 | 0.4833 | 0.6952 |
138
+ | No log | 14.5 | 174 | 0.7364 | 0.5007 | 0.7364 | 0.8581 |
139
+ | No log | 14.6667 | 176 | 0.8397 | 0.4429 | 0.8397 | 0.9163 |
140
+ | No log | 14.8333 | 178 | 0.6767 | 0.5103 | 0.6767 | 0.8226 |
141
+ | No log | 15.0 | 180 | 0.4820 | 0.6310 | 0.4820 | 0.6943 |
142
+ | No log | 15.1667 | 182 | 0.6549 | 0.5076 | 0.6549 | 0.8093 |
143
+ | No log | 15.3333 | 184 | 0.9922 | 0.4977 | 0.9922 | 0.9961 |
144
+ | No log | 15.5 | 186 | 1.0054 | 0.4712 | 1.0054 | 1.0027 |
145
+ | No log | 15.6667 | 188 | 0.7631 | 0.4444 | 0.7631 | 0.8735 |
146
+ | No log | 15.8333 | 190 | 0.5149 | 0.5420 | 0.5149 | 0.7176 |
147
+ | No log | 16.0 | 192 | 0.4820 | 0.6154 | 0.4820 | 0.6943 |
148
+ | No log | 16.1667 | 194 | 0.5253 | 0.5512 | 0.5253 | 0.7248 |
149
+ | No log | 16.3333 | 196 | 0.4850 | 0.6096 | 0.4850 | 0.6964 |
150
+ | No log | 16.5 | 198 | 0.4584 | 0.5784 | 0.4584 | 0.6771 |
151
+ | No log | 16.6667 | 200 | 0.5295 | 0.5357 | 0.5295 | 0.7277 |
152
+ | No log | 16.8333 | 202 | 0.5159 | 0.5403 | 0.5159 | 0.7183 |
153
+ | No log | 17.0 | 204 | 0.4350 | 0.6632 | 0.4350 | 0.6595 |
154
+ | No log | 17.1667 | 206 | 0.4789 | 0.5811 | 0.4789 | 0.6920 |
155
+ | No log | 17.3333 | 208 | 0.5853 | 0.5048 | 0.5853 | 0.7650 |
156
+ | No log | 17.5 | 210 | 0.6203 | 0.4341 | 0.6203 | 0.7876 |
157
+ | No log | 17.6667 | 212 | 0.5363 | 0.4841 | 0.5363 | 0.7323 |
158
+ | No log | 17.8333 | 214 | 0.4794 | 0.5246 | 0.4794 | 0.6924 |
159
+ | No log | 18.0 | 216 | 0.4741 | 0.5819 | 0.4741 | 0.6886 |
160
+ | No log | 18.1667 | 218 | 0.5039 | 0.5551 | 0.5039 | 0.7099 |
161
+ | No log | 18.3333 | 220 | 0.4876 | 0.5803 | 0.4876 | 0.6983 |
162
+ | No log | 18.5 | 222 | 0.4511 | 0.5970 | 0.4511 | 0.6716 |
163
+ | No log | 18.6667 | 224 | 0.4347 | 0.6330 | 0.4347 | 0.6593 |
164
+ | No log | 18.8333 | 226 | 0.4616 | 0.6235 | 0.4616 | 0.6794 |
165
+ | No log | 19.0 | 228 | 0.5275 | 0.5735 | 0.5275 | 0.7263 |
166
+ | No log | 19.1667 | 230 | 0.5850 | 0.6055 | 0.5850 | 0.7649 |
167
+ | No log | 19.3333 | 232 | 0.5229 | 0.5735 | 0.5229 | 0.7231 |
168
+ | No log | 19.5 | 234 | 0.4268 | 0.6584 | 0.4268 | 0.6533 |
169
+ | No log | 19.6667 | 236 | 0.4676 | 0.5859 | 0.4676 | 0.6838 |
170
+ | No log | 19.8333 | 238 | 0.5535 | 0.5484 | 0.5535 | 0.7439 |
171
+ | No log | 20.0 | 240 | 0.5033 | 0.5845 | 0.5033 | 0.7094 |
172
+ | No log | 20.1667 | 242 | 0.4249 | 0.6321 | 0.4249 | 0.6519 |
173
+ | No log | 20.3333 | 244 | 0.4413 | 0.6101 | 0.4413 | 0.6643 |
174
+ | No log | 20.5 | 246 | 0.4684 | 0.4979 | 0.4684 | 0.6844 |
175
+ | No log | 20.6667 | 248 | 0.4552 | 0.5556 | 0.4552 | 0.6747 |
176
+ | No log | 20.8333 | 250 | 0.4510 | 0.5897 | 0.4510 | 0.6716 |
177
+ | No log | 21.0 | 252 | 0.4776 | 0.6201 | 0.4776 | 0.6911 |
178
+ | No log | 21.1667 | 254 | 0.5488 | 0.5787 | 0.5488 | 0.7408 |
179
+ | No log | 21.3333 | 256 | 0.5329 | 0.5975 | 0.5329 | 0.7300 |
180
+ | No log | 21.5 | 258 | 0.4678 | 0.6118 | 0.4678 | 0.6840 |
181
+ | No log | 21.6667 | 260 | 0.4496 | 0.5800 | 0.4496 | 0.6705 |
182
+ | No log | 21.8333 | 262 | 0.4562 | 0.4809 | 0.4562 | 0.6754 |
183
+ | No log | 22.0 | 264 | 0.4691 | 0.4802 | 0.4691 | 0.6849 |
184
+ | No log | 22.1667 | 266 | 0.4593 | 0.5213 | 0.4593 | 0.6777 |
185
+ | No log | 22.3333 | 268 | 0.4641 | 0.6132 | 0.4641 | 0.6812 |
186
+ | No log | 22.5 | 270 | 0.5005 | 0.6296 | 0.5005 | 0.7074 |
187
+ | No log | 22.6667 | 272 | 0.5593 | 0.5712 | 0.5593 | 0.7479 |
188
+ | No log | 22.8333 | 274 | 0.5994 | 0.4980 | 0.5994 | 0.7742 |
189
+ | No log | 23.0 | 276 | 0.6165 | 0.4457 | 0.6165 | 0.7852 |
190
+ | No log | 23.1667 | 278 | 0.5493 | 0.5867 | 0.5493 | 0.7412 |
191
+ | No log | 23.3333 | 280 | 0.4909 | 0.5970 | 0.4909 | 0.7006 |
192
+ | No log | 23.5 | 282 | 0.4904 | 0.4569 | 0.4904 | 0.7003 |
193
+ | No log | 23.6667 | 284 | 0.4863 | 0.4656 | 0.4863 | 0.6973 |
194
+ | No log | 23.8333 | 286 | 0.4668 | 0.4809 | 0.4668 | 0.6833 |
195
+ | No log | 24.0 | 288 | 0.4482 | 0.6186 | 0.4482 | 0.6695 |
196
+ | No log | 24.1667 | 290 | 0.4654 | 0.5957 | 0.4654 | 0.6822 |
197
+ | No log | 24.3333 | 292 | 0.4557 | 0.5957 | 0.4557 | 0.6751 |
198
+ | No log | 24.5 | 294 | 0.4434 | 0.5133 | 0.4434 | 0.6659 |
199
+ | No log | 24.6667 | 296 | 0.5103 | 0.4821 | 0.5103 | 0.7143 |
200
+ | No log | 24.8333 | 298 | 0.5367 | 0.4005 | 0.5367 | 0.7326 |
201
+ | No log | 25.0 | 300 | 0.5112 | 0.4632 | 0.5112 | 0.7150 |
202
+ | No log | 25.1667 | 302 | 0.4758 | 0.4273 | 0.4758 | 0.6898 |
203
+ | No log | 25.3333 | 304 | 0.4661 | 0.5687 | 0.4661 | 0.6827 |
204
+ | No log | 25.5 | 306 | 0.5206 | 0.6174 | 0.5206 | 0.7216 |
205
+ | No log | 25.6667 | 308 | 0.5363 | 0.5961 | 0.5363 | 0.7323 |
206
+ | No log | 25.8333 | 310 | 0.4844 | 0.5975 | 0.4844 | 0.6960 |
207
+ | No log | 26.0 | 312 | 0.4527 | 0.5521 | 0.4527 | 0.6729 |
208
+ | No log | 26.1667 | 314 | 0.4736 | 0.4888 | 0.4736 | 0.6882 |
209
+ | No log | 26.3333 | 316 | 0.4753 | 0.4997 | 0.4753 | 0.6894 |
210
+ | No log | 26.5 | 318 | 0.4400 | 0.6053 | 0.4400 | 0.6633 |
211
+ | No log | 26.6667 | 320 | 0.4331 | 0.6145 | 0.4331 | 0.6581 |
212
+ | No log | 26.8333 | 322 | 0.4563 | 0.6038 | 0.4563 | 0.6755 |
213
+ | No log | 27.0 | 324 | 0.4653 | 0.5817 | 0.4653 | 0.6821 |
214
+ | No log | 27.1667 | 326 | 0.4401 | 0.6418 | 0.4401 | 0.6634 |
215
+ | No log | 27.3333 | 328 | 0.4341 | 0.6140 | 0.4341 | 0.6589 |
216
+ | No log | 27.5 | 330 | 0.4449 | 0.5765 | 0.4449 | 0.6670 |
217
+ | No log | 27.6667 | 332 | 0.4460 | 0.5883 | 0.4460 | 0.6679 |
218
+ | No log | 27.8333 | 334 | 0.4563 | 0.6045 | 0.4563 | 0.6755 |
219
+ | No log | 28.0 | 336 | 0.4654 | 0.5939 | 0.4654 | 0.6822 |
220
+ | No log | 28.1667 | 338 | 0.4743 | 0.5939 | 0.4743 | 0.6887 |
221
+ | No log | 28.3333 | 340 | 0.4832 | 0.6173 | 0.4832 | 0.6952 |
222
+ | No log | 28.5 | 342 | 0.4587 | 0.5801 | 0.4587 | 0.6773 |
223
+ | No log | 28.6667 | 344 | 0.4323 | 0.6242 | 0.4323 | 0.6575 |
224
+ | No log | 28.8333 | 346 | 0.4251 | 0.6566 | 0.4251 | 0.6520 |
225
+ | No log | 29.0 | 348 | 0.4383 | 0.6047 | 0.4383 | 0.6620 |
226
+ | No log | 29.1667 | 350 | 0.4322 | 0.5841 | 0.4322 | 0.6574 |
227
+ | No log | 29.3333 | 352 | 0.4303 | 0.6317 | 0.4303 | 0.6560 |
228
+ | No log | 29.5 | 354 | 0.4176 | 0.6105 | 0.4176 | 0.6462 |
229
+ | No log | 29.6667 | 356 | 0.4119 | 0.6255 | 0.4119 | 0.6418 |
230
+ | No log | 29.8333 | 358 | 0.4088 | 0.6087 | 0.4088 | 0.6394 |
231
+ | No log | 30.0 | 360 | 0.4034 | 0.6242 | 0.4034 | 0.6351 |
232
+ | No log | 30.1667 | 362 | 0.4006 | 0.6330 | 0.4006 | 0.6329 |
233
+ | No log | 30.3333 | 364 | 0.3980 | 0.6530 | 0.3980 | 0.6309 |
234
+ | No log | 30.5 | 366 | 0.4039 | 0.6530 | 0.4039 | 0.6356 |
235
+ | No log | 30.6667 | 368 | 0.3987 | 0.6439 | 0.3987 | 0.6314 |
236
+ | No log | 30.8333 | 370 | 0.4168 | 0.6235 | 0.4168 | 0.6456 |
237
+ | No log | 31.0 | 372 | 0.4243 | 0.5569 | 0.4243 | 0.6514 |
238
+ | No log | 31.1667 | 374 | 0.4130 | 0.6344 | 0.4130 | 0.6427 |
239
+ | No log | 31.3333 | 376 | 0.4278 | 0.5868 | 0.4278 | 0.6540 |
240
+ | No log | 31.5 | 378 | 0.4492 | 0.6187 | 0.4492 | 0.6702 |
241
+ | No log | 31.6667 | 380 | 0.4457 | 0.5955 | 0.4457 | 0.6676 |
242
+ | No log | 31.8333 | 382 | 0.4352 | 0.5868 | 0.4352 | 0.6597 |
243
+ | No log | 32.0 | 384 | 0.4441 | 0.5305 | 0.4441 | 0.6664 |
244
+ | No log | 32.1667 | 386 | 0.4455 | 0.5305 | 0.4455 | 0.6675 |
245
+ | No log | 32.3333 | 388 | 0.4441 | 0.5521 | 0.4441 | 0.6664 |
246
+ | No log | 32.5 | 390 | 0.4575 | 0.6201 | 0.4575 | 0.6764 |
247
+ | No log | 32.6667 | 392 | 0.4997 | 0.6073 | 0.4997 | 0.7069 |
248
+ | No log | 32.8333 | 394 | 0.5060 | 0.5712 | 0.5060 | 0.7113 |
249
+ | No log | 33.0 | 396 | 0.4589 | 0.6201 | 0.4589 | 0.6775 |
250
+ | No log | 33.1667 | 398 | 0.4196 | 0.5937 | 0.4196 | 0.6477 |
251
+ | No log | 33.3333 | 400 | 0.4360 | 0.5584 | 0.4360 | 0.6603 |
252
+ | No log | 33.5 | 402 | 0.5218 | 0.5735 | 0.5218 | 0.7224 |
253
+ | No log | 33.6667 | 404 | 0.5333 | 0.5678 | 0.5333 | 0.7303 |
254
+ | No log | 33.8333 | 406 | 0.4690 | 0.5528 | 0.4690 | 0.6849 |
255
+ | No log | 34.0 | 408 | 0.4122 | 0.5815 | 0.4122 | 0.6421 |
256
+ | No log | 34.1667 | 410 | 0.4430 | 0.6201 | 0.4430 | 0.6656 |
257
+ | No log | 34.3333 | 412 | 0.5079 | 0.5712 | 0.5079 | 0.7126 |
258
+ | No log | 34.5 | 414 | 0.5146 | 0.5975 | 0.5146 | 0.7174 |
259
+ | No log | 34.6667 | 416 | 0.4771 | 0.6073 | 0.4771 | 0.6907 |
260
+ | No log | 34.8333 | 418 | 0.4511 | 0.5927 | 0.4511 | 0.6716 |
261
+ | No log | 35.0 | 420 | 0.4538 | 0.4273 | 0.4538 | 0.6736 |
262
+ | No log | 35.1667 | 422 | 0.4746 | 0.3885 | 0.4746 | 0.6889 |
263
+ | No log | 35.3333 | 424 | 0.4699 | 0.4116 | 0.4699 | 0.6855 |
264
+ | No log | 35.5 | 426 | 0.4408 | 0.4677 | 0.4408 | 0.6639 |
265
+ | No log | 35.6667 | 428 | 0.4209 | 0.5800 | 0.4209 | 0.6488 |
266
+ | No log | 35.8333 | 430 | 0.4554 | 0.6201 | 0.4554 | 0.6748 |
267
+ | No log | 36.0 | 432 | 0.4852 | 0.6188 | 0.4852 | 0.6966 |
268
+ | No log | 36.1667 | 434 | 0.4776 | 0.6188 | 0.4776 | 0.6911 |
269
+ | No log | 36.3333 | 436 | 0.4551 | 0.6201 | 0.4551 | 0.6746 |
270
+ | No log | 36.5 | 438 | 0.4277 | 0.5868 | 0.4277 | 0.6540 |
271
+ | No log | 36.6667 | 440 | 0.4218 | 0.5765 | 0.4218 | 0.6494 |
272
+ | No log | 36.8333 | 442 | 0.4303 | 0.5765 | 0.4303 | 0.6560 |
273
+ | No log | 37.0 | 444 | 0.4366 | 0.4970 | 0.4366 | 0.6608 |
274
+ | No log | 37.1667 | 446 | 0.4365 | 0.4970 | 0.4365 | 0.6607 |
275
+ | No log | 37.3333 | 448 | 0.4320 | 0.4970 | 0.4320 | 0.6573 |
276
+ | No log | 37.5 | 450 | 0.4311 | 0.5648 | 0.4311 | 0.6566 |
277
+ | No log | 37.6667 | 452 | 0.4446 | 0.5955 | 0.4446 | 0.6668 |
278
+ | No log | 37.8333 | 454 | 0.4428 | 0.5648 | 0.4428 | 0.6655 |
279
+ | No log | 38.0 | 456 | 0.4411 | 0.4703 | 0.4411 | 0.6642 |
280
+ | No log | 38.1667 | 458 | 0.4444 | 0.4448 | 0.4444 | 0.6667 |
281
+ | No log | 38.3333 | 460 | 0.4401 | 0.4448 | 0.4401 | 0.6634 |
282
+ | No log | 38.5 | 462 | 0.4329 | 0.4448 | 0.4329 | 0.6579 |
283
+ | No log | 38.6667 | 464 | 0.4284 | 0.5286 | 0.4284 | 0.6545 |
284
+ | No log | 38.8333 | 466 | 0.4314 | 0.5521 | 0.4314 | 0.6568 |
285
+ | No log | 39.0 | 468 | 0.4308 | 0.5749 | 0.4308 | 0.6564 |
286
+ | No log | 39.1667 | 470 | 0.4314 | 0.5749 | 0.4314 | 0.6568 |
287
+ | No log | 39.3333 | 472 | 0.4337 | 0.5749 | 0.4337 | 0.6586 |
288
+ | No log | 39.5 | 474 | 0.4403 | 0.4448 | 0.4403 | 0.6636 |
289
+ | No log | 39.6667 | 476 | 0.4457 | 0.4448 | 0.4457 | 0.6676 |
290
+ | No log | 39.8333 | 478 | 0.4458 | 0.5022 | 0.4458 | 0.6677 |
291
+ | No log | 40.0 | 480 | 0.4488 | 0.5379 | 0.4488 | 0.6699 |
292
+ | No log | 40.1667 | 482 | 0.4540 | 0.6087 | 0.4540 | 0.6738 |
293
+ | No log | 40.3333 | 484 | 0.4532 | 0.6187 | 0.4532 | 0.6732 |
294
+ | No log | 40.5 | 486 | 0.4501 | 0.4774 | 0.4501 | 0.6709 |
295
+ | No log | 40.6667 | 488 | 0.4644 | 0.4538 | 0.4644 | 0.6815 |
296
+ | No log | 40.8333 | 490 | 0.4799 | 0.3636 | 0.4799 | 0.6928 |
297
+ | No log | 41.0 | 492 | 0.4803 | 0.3636 | 0.4803 | 0.6931 |
298
+ | No log | 41.1667 | 494 | 0.4685 | 0.4538 | 0.4685 | 0.6845 |
299
+ | No log | 41.3333 | 496 | 0.4475 | 0.4538 | 0.4475 | 0.6690 |
300
+ | No log | 41.5 | 498 | 0.4343 | 0.5286 | 0.4343 | 0.6590 |
301
+ | 0.2543 | 41.6667 | 500 | 0.4338 | 0.5923 | 0.4338 | 0.6586 |
302
+ | 0.2543 | 41.8333 | 502 | 0.4482 | 0.6408 | 0.4482 | 0.6695 |
303
+ | 0.2543 | 42.0 | 504 | 0.4719 | 0.6408 | 0.4719 | 0.6869 |
304
+ | 0.2543 | 42.1667 | 506 | 0.4840 | 0.6755 | 0.4840 | 0.6957 |
305
+ | 0.2543 | 42.3333 | 508 | 0.4584 | 0.6590 | 0.4584 | 0.6770 |
306
+ | 0.2543 | 42.5 | 510 | 0.4484 | 0.5159 | 0.4484 | 0.6697 |
307
+ | 0.2543 | 42.6667 | 512 | 0.4539 | 0.4448 | 0.4539 | 0.6737 |
308
+ | 0.2543 | 42.8333 | 514 | 0.4583 | 0.4538 | 0.4583 | 0.6770 |
309
+ | 0.2543 | 43.0 | 516 | 0.4584 | 0.4538 | 0.4584 | 0.6770 |
310
+ | 0.2543 | 43.1667 | 518 | 0.4622 | 0.4585 | 0.4622 | 0.6798 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions