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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task1_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task1_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k2_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.5078
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- - Qwk: 0.4908
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- - Mse: 1.5078
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- - Rmse: 1.2279
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  ## Model description
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@@ -47,270 +47,263 @@ 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 | 0.25 | 2 | 6.7428 | 0.0308 | 6.7428 | 2.5967 |
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- | No log | 0.5 | 4 | 4.2901 | 0.0976 | 4.2901 | 2.0713 |
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- | No log | 0.75 | 6 | 2.9872 | 0.0988 | 2.9872 | 1.7284 |
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- | No log | 1.0 | 8 | 2.7634 | 0.1307 | 2.7634 | 1.6624 |
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- | No log | 1.25 | 10 | 3.0524 | 0.0641 | 3.0524 | 1.7471 |
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- | No log | 1.5 | 12 | 2.5440 | 0.1119 | 2.5440 | 1.5950 |
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- | No log | 1.75 | 14 | 1.7384 | 0.2810 | 1.7384 | 1.3185 |
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- | No log | 2.0 | 16 | 1.4864 | 0.2435 | 1.4864 | 1.2192 |
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- | No log | 2.25 | 18 | 1.5923 | 0.3471 | 1.5923 | 1.2619 |
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- | No log | 2.5 | 20 | 2.3176 | 0.1974 | 2.3176 | 1.5224 |
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- | No log | 2.75 | 22 | 2.5989 | 0.0745 | 2.5989 | 1.6121 |
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- | No log | 3.0 | 24 | 2.2773 | 0.2368 | 2.2773 | 1.5091 |
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- | No log | 3.25 | 26 | 1.7409 | 0.3796 | 1.7409 | 1.3194 |
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- | No log | 3.5 | 28 | 1.5204 | 0.4118 | 1.5204 | 1.2331 |
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- | No log | 3.75 | 30 | 1.5450 | 0.4789 | 1.5450 | 1.2430 |
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- | No log | 4.0 | 32 | 2.5724 | 0.2857 | 2.5724 | 1.6039 |
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- | No log | 4.25 | 34 | 2.9440 | 0.2913 | 2.9440 | 1.7158 |
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- | No log | 4.5 | 36 | 1.8802 | 0.4235 | 1.8802 | 1.3712 |
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- | No log | 4.75 | 38 | 1.2084 | 0.6122 | 1.2084 | 1.0993 |
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- | No log | 5.0 | 40 | 1.2843 | 0.5986 | 1.2843 | 1.1333 |
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- | No log | 5.25 | 42 | 1.8815 | 0.3626 | 1.8815 | 1.3717 |
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- | No log | 5.5 | 44 | 2.2466 | 0.3523 | 2.2466 | 1.4989 |
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- | No log | 5.75 | 46 | 1.8718 | 0.3889 | 1.8718 | 1.3682 |
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- | No log | 6.0 | 48 | 1.2835 | 0.5732 | 1.2835 | 1.1329 |
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- | No log | 6.25 | 50 | 1.3176 | 0.5939 | 1.3176 | 1.1478 |
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- | No log | 6.5 | 52 | 1.2914 | 0.5814 | 1.2914 | 1.1364 |
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- | No log | 6.75 | 54 | 1.2825 | 0.5896 | 1.2825 | 1.1325 |
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- | No log | 7.0 | 56 | 1.9831 | 0.4365 | 1.9831 | 1.4082 |
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- | No log | 7.25 | 58 | 2.0995 | 0.4205 | 2.0995 | 1.4489 |
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- | No log | 7.5 | 60 | 1.5461 | 0.5380 | 1.5461 | 1.2434 |
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- | No log | 7.75 | 62 | 1.1497 | 0.5490 | 1.1497 | 1.0722 |
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- | No log | 8.0 | 64 | 1.3826 | 0.5399 | 1.3826 | 1.1758 |
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- | No log | 8.25 | 66 | 1.3981 | 0.5422 | 1.3981 | 1.1824 |
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- | No log | 8.5 | 68 | 1.2375 | 0.5786 | 1.2375 | 1.1124 |
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- | No log | 8.75 | 70 | 1.1568 | 0.5733 | 1.1568 | 1.0755 |
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- | No log | 9.0 | 72 | 1.5273 | 0.4678 | 1.5273 | 1.2359 |
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- | No log | 9.25 | 74 | 2.2584 | 0.3704 | 2.2584 | 1.5028 |
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- | No log | 9.5 | 76 | 1.8368 | 0.4072 | 1.8368 | 1.3553 |
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- | No log | 9.75 | 78 | 1.1948 | 0.5778 | 1.1948 | 1.0931 |
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- | No log | 10.0 | 80 | 1.1571 | 0.5263 | 1.1571 | 1.0757 |
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- | No log | 10.25 | 82 | 1.1180 | 0.5606 | 1.1180 | 1.0574 |
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- | No log | 10.5 | 84 | 1.5112 | 0.4868 | 1.5112 | 1.2293 |
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- | No log | 10.75 | 86 | 1.7173 | 0.4634 | 1.7173 | 1.3104 |
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- | No log | 11.0 | 88 | 1.2841 | 0.5714 | 1.2841 | 1.1332 |
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- | No log | 11.25 | 90 | 1.0111 | 0.6176 | 1.0111 | 1.0055 |
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- | No log | 11.5 | 92 | 0.9885 | 0.6667 | 0.9885 | 0.9942 |
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- | No log | 11.75 | 94 | 1.1081 | 0.5987 | 1.1081 | 1.0527 |
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- | No log | 12.0 | 96 | 1.3695 | 0.5824 | 1.3695 | 1.1703 |
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- | No log | 12.25 | 98 | 1.3427 | 0.5444 | 1.3427 | 1.1588 |
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- | No log | 12.5 | 100 | 1.1577 | 0.575 | 1.1577 | 1.0760 |
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- | No log | 12.75 | 102 | 0.9482 | 0.6806 | 0.9482 | 0.9738 |
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- | No log | 13.0 | 104 | 0.9220 | 0.6812 | 0.9220 | 0.9602 |
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- | No log | 13.25 | 106 | 0.9098 | 0.6957 | 0.9098 | 0.9538 |
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- | No log | 13.5 | 108 | 0.9218 | 0.6074 | 0.9218 | 0.9601 |
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- | No log | 13.75 | 110 | 1.1083 | 0.5135 | 1.1083 | 1.0527 |
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- | No log | 14.0 | 112 | 1.6555 | 0.5202 | 1.6555 | 1.2867 |
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- | No log | 14.25 | 114 | 1.7090 | 0.5269 | 1.7090 | 1.3073 |
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- | No log | 14.5 | 116 | 1.2386 | 0.5556 | 1.2386 | 1.1129 |
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- | No log | 14.75 | 118 | 0.9804 | 0.5793 | 0.9804 | 0.9902 |
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- | No log | 15.0 | 120 | 1.0284 | 0.5578 | 1.0284 | 1.0141 |
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- | No log | 15.25 | 122 | 1.2839 | 0.5478 | 1.2839 | 1.1331 |
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- | No log | 15.5 | 124 | 1.6191 | 0.5349 | 1.6191 | 1.2724 |
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- | No log | 15.75 | 126 | 1.4672 | 0.5098 | 1.4672 | 1.2113 |
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- | No log | 16.0 | 128 | 1.2888 | 0.5072 | 1.2888 | 1.1352 |
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- | No log | 16.25 | 130 | 1.2782 | 0.5185 | 1.2782 | 1.1306 |
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- | No log | 16.5 | 132 | 1.2936 | 0.5036 | 1.2936 | 1.1374 |
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- | No log | 16.75 | 134 | 1.4470 | 0.5306 | 1.4470 | 1.2029 |
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- | No log | 17.0 | 136 | 1.4582 | 0.5513 | 1.4582 | 1.2076 |
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- | No log | 17.25 | 138 | 1.2582 | 0.5101 | 1.2582 | 1.1217 |
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- | No log | 17.5 | 140 | 1.2854 | 0.5432 | 1.2854 | 1.1337 |
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- | No log | 17.75 | 142 | 1.4050 | 0.5882 | 1.4050 | 1.1853 |
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- | No log | 18.0 | 144 | 1.3507 | 0.6163 | 1.3507 | 1.1622 |
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- | No log | 18.25 | 146 | 1.0587 | 0.5714 | 1.0587 | 1.0290 |
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- | No log | 18.5 | 148 | 1.0077 | 0.5857 | 1.0077 | 1.0038 |
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- | No log | 18.75 | 150 | 1.0549 | 0.5612 | 1.0549 | 1.0271 |
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- | No log | 19.0 | 152 | 1.2815 | 0.5714 | 1.2815 | 1.1320 |
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- | No log | 19.25 | 154 | 1.3597 | 0.5584 | 1.3597 | 1.1661 |
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- | No log | 19.5 | 156 | 1.2170 | 0.5490 | 1.2170 | 1.1032 |
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- | No log | 19.75 | 158 | 1.0668 | 0.5507 | 1.0668 | 1.0328 |
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- | No log | 20.0 | 160 | 1.0174 | 0.5588 | 1.0174 | 1.0087 |
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- | No log | 20.25 | 162 | 1.1119 | 0.5594 | 1.1119 | 1.0545 |
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- | No log | 20.5 | 164 | 1.3556 | 0.5513 | 1.3556 | 1.1643 |
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- | No log | 20.75 | 166 | 1.5128 | 0.5614 | 1.5128 | 1.2300 |
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- | No log | 21.0 | 168 | 1.3313 | 0.5432 | 1.3313 | 1.1538 |
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- | No log | 21.25 | 170 | 1.2050 | 0.5132 | 1.2050 | 1.0977 |
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- | No log | 21.5 | 172 | 1.3323 | 0.5132 | 1.3323 | 1.1543 |
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- | No log | 21.75 | 174 | 1.6382 | 0.5207 | 1.6382 | 1.2799 |
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- | No log | 22.0 | 176 | 1.6615 | 0.5333 | 1.6615 | 1.2890 |
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- | No log | 22.25 | 178 | 1.6032 | 0.4604 | 1.6032 | 1.2662 |
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- | No log | 22.5 | 180 | 1.4652 | 0.4480 | 1.4652 | 1.2104 |
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- | No log | 22.75 | 182 | 1.4112 | 0.4444 | 1.4112 | 1.1880 |
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- | No log | 23.0 | 184 | 1.4749 | 0.4603 | 1.4749 | 1.2144 |
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- | No log | 23.25 | 186 | 1.6305 | 0.4265 | 1.6305 | 1.2769 |
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- | No log | 23.5 | 188 | 1.9291 | 0.3473 | 1.9291 | 1.3889 |
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- | No log | 23.75 | 190 | 1.8859 | 0.4134 | 1.8859 | 1.3733 |
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- | No log | 24.0 | 192 | 1.5639 | 0.4645 | 1.5639 | 1.2506 |
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- | No log | 24.25 | 194 | 1.3056 | 0.4690 | 1.3056 | 1.1426 |
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- | No log | 24.5 | 196 | 1.2188 | 0.4648 | 1.2188 | 1.1040 |
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- | No log | 24.75 | 198 | 1.3079 | 0.4762 | 1.3079 | 1.1436 |
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- | No log | 25.0 | 200 | 1.6115 | 0.5089 | 1.6115 | 1.2695 |
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- | No log | 25.25 | 202 | 2.0649 | 0.3830 | 2.0649 | 1.4370 |
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- | No log | 25.5 | 204 | 1.8176 | 0.5169 | 1.8176 | 1.3482 |
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- | No log | 25.75 | 206 | 1.4129 | 0.5488 | 1.4129 | 1.1886 |
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- | No log | 26.0 | 208 | 1.1268 | 0.4755 | 1.1268 | 1.0615 |
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- | No log | 26.25 | 210 | 1.1164 | 0.4925 | 1.1164 | 1.0566 |
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- | No log | 26.5 | 212 | 1.2133 | 0.4493 | 1.2133 | 1.1015 |
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- | No log | 26.75 | 214 | 1.3715 | 0.5584 | 1.3715 | 1.1711 |
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- | No log | 27.0 | 216 | 1.3141 | 0.5135 | 1.3141 | 1.1463 |
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- | No log | 27.25 | 218 | 1.1857 | 0.4795 | 1.1857 | 1.0889 |
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- | No log | 27.5 | 220 | 1.0982 | 0.5 | 1.0982 | 1.0479 |
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- | No log | 27.75 | 222 | 1.0656 | 0.5714 | 1.0656 | 1.0323 |
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- | No log | 28.0 | 224 | 1.1494 | 0.5235 | 1.1494 | 1.0721 |
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- | No log | 28.25 | 226 | 1.1219 | 0.5405 | 1.1219 | 1.0592 |
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- | No log | 28.5 | 228 | 1.2198 | 0.4795 | 1.2198 | 1.1045 |
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- | No log | 28.75 | 230 | 1.2990 | 0.4935 | 1.2990 | 1.1397 |
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- | No log | 29.0 | 232 | 1.2218 | 0.4698 | 1.2218 | 1.1054 |
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- | No log | 29.25 | 234 | 1.3124 | 0.5122 | 1.3124 | 1.1456 |
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- | No log | 29.5 | 236 | 1.4431 | 0.5380 | 1.4431 | 1.2013 |
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- | No log | 29.75 | 238 | 1.3672 | 0.5269 | 1.3672 | 1.1693 |
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- | No log | 30.0 | 240 | 1.1657 | 0.4930 | 1.1657 | 1.0797 |
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- | No log | 30.25 | 242 | 1.1745 | 0.5109 | 1.1745 | 1.0838 |
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- | No log | 30.5 | 244 | 1.1951 | 0.5077 | 1.1951 | 1.0932 |
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- | No log | 30.75 | 246 | 1.2054 | 0.5077 | 1.2054 | 1.0979 |
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- | No log | 31.0 | 248 | 1.3465 | 0.5224 | 1.3465 | 1.1604 |
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- | No log | 31.25 | 250 | 1.5001 | 0.5 | 1.5001 | 1.2248 |
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- | No log | 31.5 | 252 | 1.5819 | 0.4815 | 1.5819 | 1.2577 |
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- | No log | 31.75 | 254 | 1.3537 | 0.5443 | 1.3537 | 1.1635 |
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- | No log | 32.0 | 256 | 1.1151 | 0.5468 | 1.1151 | 1.0560 |
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- | No log | 32.25 | 258 | 1.0326 | 0.6483 | 1.0326 | 1.0162 |
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- | No log | 32.5 | 260 | 1.1289 | 0.5135 | 1.1289 | 1.0625 |
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- | No log | 32.75 | 262 | 1.3872 | 0.5465 | 1.3872 | 1.1778 |
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- | No log | 33.0 | 264 | 1.4391 | 0.5263 | 1.4391 | 1.1996 |
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- | No log | 33.25 | 266 | 1.3663 | 0.5217 | 1.3663 | 1.1689 |
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- | No log | 33.5 | 268 | 1.3540 | 0.5032 | 1.3540 | 1.1636 |
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- | No log | 33.75 | 270 | 1.2505 | 0.5070 | 1.2505 | 1.1183 |
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- | No log | 34.0 | 272 | 1.1632 | 0.5324 | 1.1632 | 1.0785 |
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- | No log | 34.25 | 274 | 1.1680 | 0.5324 | 1.1680 | 1.0808 |
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- | No log | 34.5 | 276 | 1.3397 | 0.5270 | 1.3397 | 1.1574 |
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- | No log | 34.75 | 278 | 1.3919 | 0.5696 | 1.3919 | 1.1798 |
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- | No log | 35.0 | 280 | 1.3746 | 0.5590 | 1.3746 | 1.1724 |
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- | No log | 35.25 | 282 | 1.3072 | 0.5548 | 1.3072 | 1.1433 |
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- | No log | 35.5 | 284 | 1.1848 | 0.5390 | 1.1848 | 1.0885 |
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- | No log | 35.75 | 286 | 1.1559 | 0.5286 | 1.1559 | 1.0751 |
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- | No log | 36.0 | 288 | 1.2320 | 0.5101 | 1.2320 | 1.1099 |
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- | No log | 36.25 | 290 | 1.4710 | 0.55 | 1.4710 | 1.2128 |
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- | No log | 36.5 | 292 | 1.9258 | 0.4407 | 1.9258 | 1.3877 |
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- | No log | 36.75 | 294 | 2.1141 | 0.3936 | 2.1141 | 1.4540 |
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- | No log | 37.0 | 296 | 1.8986 | 0.4049 | 1.8986 | 1.3779 |
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- | No log | 37.25 | 298 | 1.4753 | 0.4901 | 1.4753 | 1.2146 |
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- | No log | 37.5 | 300 | 1.1331 | 0.4812 | 1.1331 | 1.0645 |
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- | No log | 37.75 | 302 | 1.0836 | 0.5441 | 1.0836 | 1.0410 |
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- | No log | 38.0 | 304 | 1.1440 | 0.4741 | 1.1440 | 1.0696 |
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- | No log | 38.25 | 306 | 1.2713 | 0.5067 | 1.2713 | 1.1275 |
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- | No log | 38.5 | 308 | 1.5256 | 0.5190 | 1.5256 | 1.2352 |
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- | No log | 38.75 | 310 | 1.4867 | 0.5190 | 1.4867 | 1.2193 |
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- | No log | 39.0 | 312 | 1.2730 | 0.5135 | 1.2730 | 1.1283 |
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- | No log | 39.25 | 314 | 1.0713 | 0.5588 | 1.0713 | 1.0350 |
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- | No log | 39.5 | 316 | 1.0049 | 0.6187 | 1.0049 | 1.0024 |
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- | No log | 39.75 | 318 | 1.0390 | 0.6187 | 1.0390 | 1.0193 |
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- | No log | 40.0 | 320 | 1.1642 | 0.4892 | 1.1642 | 1.0790 |
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- | No log | 40.25 | 322 | 1.5822 | 0.4557 | 1.5822 | 1.2579 |
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- | No log | 40.5 | 324 | 1.8198 | 0.3758 | 1.8198 | 1.3490 |
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- | No log | 40.75 | 326 | 1.7158 | 0.4192 | 1.7158 | 1.3099 |
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- | No log | 41.0 | 328 | 1.3839 | 0.4968 | 1.3839 | 1.1764 |
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- | No log | 41.25 | 330 | 1.2466 | 0.52 | 1.2466 | 1.1165 |
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- | No log | 41.5 | 332 | 1.1147 | 0.5342 | 1.1147 | 1.0558 |
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- | No log | 41.75 | 334 | 1.0548 | 0.5816 | 1.0548 | 1.0270 |
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- | No log | 42.0 | 336 | 1.0407 | 0.5816 | 1.0407 | 1.0201 |
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- | No log | 42.25 | 338 | 1.1201 | 0.5306 | 1.1201 | 1.0584 |
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- | No log | 42.5 | 340 | 1.1287 | 0.5442 | 1.1287 | 1.0624 |
222
- | No log | 42.75 | 342 | 1.1161 | 0.5139 | 1.1161 | 1.0565 |
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- | No log | 43.0 | 344 | 1.1108 | 0.5106 | 1.1108 | 1.0539 |
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- | No log | 43.25 | 346 | 1.0909 | 0.5373 | 1.0909 | 1.0444 |
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- | No log | 43.5 | 348 | 1.1247 | 0.5217 | 1.1247 | 1.0605 |
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- | No log | 43.75 | 350 | 1.1843 | 0.4604 | 1.1843 | 1.0883 |
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- | No log | 44.0 | 352 | 1.2285 | 0.4714 | 1.2285 | 1.1084 |
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- | No log | 44.25 | 354 | 1.2396 | 0.4460 | 1.2396 | 1.1134 |
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- | No log | 44.5 | 356 | 1.2212 | 0.4348 | 1.2212 | 1.1051 |
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- | No log | 44.75 | 358 | 1.3239 | 0.4789 | 1.3239 | 1.1506 |
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- | No log | 45.0 | 360 | 1.3091 | 0.4755 | 1.3091 | 1.1442 |
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- | No log | 45.25 | 362 | 1.3969 | 0.5 | 1.3969 | 1.1819 |
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- | No log | 45.5 | 364 | 1.3182 | 0.5170 | 1.3182 | 1.1481 |
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- | No log | 45.75 | 366 | 1.2185 | 0.4828 | 1.2185 | 1.1039 |
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- | No log | 46.0 | 368 | 1.1408 | 0.4895 | 1.1408 | 1.0681 |
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- | No log | 46.25 | 370 | 1.0547 | 0.5143 | 1.0547 | 1.0270 |
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- | No log | 46.5 | 372 | 1.0597 | 0.5143 | 1.0597 | 1.0294 |
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- | No log | 46.75 | 374 | 1.0950 | 0.5248 | 1.0950 | 1.0464 |
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- | No log | 47.0 | 376 | 1.1620 | 0.5205 | 1.1620 | 1.0780 |
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- | No log | 47.25 | 378 | 1.3563 | 0.5478 | 1.3563 | 1.1646 |
241
- | No log | 47.5 | 380 | 1.4672 | 0.5309 | 1.4672 | 1.2113 |
242
- | No log | 47.75 | 382 | 1.4679 | 0.5309 | 1.4679 | 1.2116 |
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- | No log | 48.0 | 384 | 1.2927 | 0.5195 | 1.2927 | 1.1370 |
244
- | No log | 48.25 | 386 | 1.1850 | 0.5170 | 1.1850 | 1.0886 |
245
- | No log | 48.5 | 388 | 1.1820 | 0.5170 | 1.1820 | 1.0872 |
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- | No log | 48.75 | 390 | 1.2117 | 0.4932 | 1.2117 | 1.1008 |
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- | No log | 49.0 | 392 | 1.2127 | 0.4932 | 1.2127 | 1.1012 |
248
- | No log | 49.25 | 394 | 1.2654 | 0.4966 | 1.2654 | 1.1249 |
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- | No log | 49.5 | 396 | 1.2947 | 0.4795 | 1.2947 | 1.1379 |
250
- | No log | 49.75 | 398 | 1.3323 | 0.4762 | 1.3323 | 1.1542 |
251
- | No log | 50.0 | 400 | 1.1916 | 0.4895 | 1.1916 | 1.0916 |
252
- | No log | 50.25 | 402 | 1.0494 | 0.5588 | 1.0494 | 1.0244 |
253
- | No log | 50.5 | 404 | 1.0329 | 0.5693 | 1.0329 | 1.0163 |
254
- | No log | 50.75 | 406 | 1.1140 | 0.5493 | 1.1140 | 1.0555 |
255
- | No log | 51.0 | 408 | 1.3096 | 0.4658 | 1.3096 | 1.1444 |
256
- | No log | 51.25 | 410 | 1.5053 | 0.4837 | 1.5053 | 1.2269 |
257
- | No log | 51.5 | 412 | 1.4815 | 0.4837 | 1.4815 | 1.2172 |
258
- | No log | 51.75 | 414 | 1.3407 | 0.5 | 1.3407 | 1.1579 |
259
- | No log | 52.0 | 416 | 1.1430 | 0.5493 | 1.1430 | 1.0691 |
260
- | No log | 52.25 | 418 | 1.0634 | 0.5612 | 1.0634 | 1.0312 |
261
- | No log | 52.5 | 420 | 1.0552 | 0.5507 | 1.0552 | 1.0272 |
262
- | No log | 52.75 | 422 | 1.1196 | 0.5833 | 1.1196 | 1.0581 |
263
- | No log | 53.0 | 424 | 1.2151 | 0.5135 | 1.2151 | 1.1023 |
264
- | No log | 53.25 | 426 | 1.4209 | 0.5422 | 1.4209 | 1.1920 |
265
- | No log | 53.5 | 428 | 1.6066 | 0.5114 | 1.6066 | 1.2675 |
266
- | No log | 53.75 | 430 | 1.7660 | 0.4407 | 1.7660 | 1.3289 |
267
- | No log | 54.0 | 432 | 1.7030 | 0.4407 | 1.7030 | 1.3050 |
268
- | No log | 54.25 | 434 | 1.4548 | 0.5325 | 1.4548 | 1.2061 |
269
- | No log | 54.5 | 436 | 1.3146 | 0.4932 | 1.3146 | 1.1465 |
270
- | No log | 54.75 | 438 | 1.3301 | 0.4789 | 1.3301 | 1.1533 |
271
- | No log | 55.0 | 440 | 1.3598 | 0.4789 | 1.3598 | 1.1661 |
272
- | No log | 55.25 | 442 | 1.4577 | 0.4690 | 1.4577 | 1.2074 |
273
- | No log | 55.5 | 444 | 1.4402 | 0.4789 | 1.4402 | 1.2001 |
274
- | No log | 55.75 | 446 | 1.3266 | 0.5 | 1.3266 | 1.1518 |
275
- | No log | 56.0 | 448 | 1.2802 | 0.4923 | 1.2802 | 1.1315 |
276
- | No log | 56.25 | 450 | 1.2340 | 0.4961 | 1.2340 | 1.1108 |
277
- | No log | 56.5 | 452 | 1.2388 | 0.5185 | 1.2388 | 1.1130 |
278
- | No log | 56.75 | 454 | 1.2837 | 0.5 | 1.2837 | 1.1330 |
279
- | No log | 57.0 | 456 | 1.2769 | 0.5103 | 1.2769 | 1.1300 |
280
- | No log | 57.25 | 458 | 1.3157 | 0.4898 | 1.3157 | 1.1470 |
281
- | No log | 57.5 | 460 | 1.3246 | 0.5067 | 1.3246 | 1.1509 |
282
- | No log | 57.75 | 462 | 1.3223 | 0.5298 | 1.3223 | 1.1499 |
283
- | No log | 58.0 | 464 | 1.3400 | 0.5132 | 1.3400 | 1.1576 |
284
- | No log | 58.25 | 466 | 1.3300 | 0.5132 | 1.3300 | 1.1533 |
285
- | No log | 58.5 | 468 | 1.2468 | 0.5103 | 1.2468 | 1.1166 |
286
- | No log | 58.75 | 470 | 1.1803 | 0.5205 | 1.1803 | 1.0864 |
287
- | No log | 59.0 | 472 | 1.1971 | 0.5211 | 1.1971 | 1.0941 |
288
- | No log | 59.25 | 474 | 1.1834 | 0.5294 | 1.1834 | 1.0878 |
289
- | No log | 59.5 | 476 | 1.1644 | 0.4925 | 1.1644 | 1.0791 |
290
- | No log | 59.75 | 478 | 1.1520 | 0.4882 | 1.1520 | 1.0733 |
291
- | No log | 60.0 | 480 | 1.1549 | 0.4882 | 1.1549 | 1.0747 |
292
- | No log | 60.25 | 482 | 1.1610 | 0.4882 | 1.1610 | 1.0775 |
293
- | No log | 60.5 | 484 | 1.2019 | 0.4844 | 1.2019 | 1.0963 |
294
- | No log | 60.75 | 486 | 1.2478 | 0.4733 | 1.2478 | 1.1170 |
295
- | No log | 61.0 | 488 | 1.3070 | 0.4857 | 1.3070 | 1.1432 |
296
- | No log | 61.25 | 490 | 1.3913 | 0.4832 | 1.3913 | 1.1795 |
297
- | No log | 61.5 | 492 | 1.3747 | 0.4832 | 1.3747 | 1.1725 |
298
- | No log | 61.75 | 494 | 1.3133 | 0.5235 | 1.3133 | 1.1460 |
299
- | No log | 62.0 | 496 | 1.2631 | 0.5235 | 1.2631 | 1.1239 |
300
- | No log | 62.25 | 498 | 1.2188 | 0.5034 | 1.2188 | 1.1040 |
301
- | 0.273 | 62.5 | 500 | 1.2559 | 0.5135 | 1.2559 | 1.1206 |
302
- | 0.273 | 62.75 | 502 | 1.3505 | 0.5166 | 1.3505 | 1.1621 |
303
- | 0.273 | 63.0 | 504 | 1.4068 | 0.5166 | 1.4068 | 1.1861 |
304
- | 0.273 | 63.25 | 506 | 1.3644 | 0.5 | 1.3644 | 1.1681 |
305
- | 0.273 | 63.5 | 508 | 1.3084 | 0.5070 | 1.3084 | 1.1438 |
306
- | 0.273 | 63.75 | 510 | 1.2675 | 0.4818 | 1.2675 | 1.1258 |
307
- | 0.273 | 64.0 | 512 | 1.2313 | 0.5191 | 1.2313 | 1.1096 |
308
- | 0.273 | 64.25 | 514 | 1.2261 | 0.5333 | 1.2261 | 1.1073 |
309
- | 0.273 | 64.5 | 516 | 1.2494 | 0.4857 | 1.2494 | 1.1178 |
310
- | 0.273 | 64.75 | 518 | 1.2184 | 0.5106 | 1.2184 | 1.1038 |
311
- | 0.273 | 65.0 | 520 | 1.2617 | 0.4755 | 1.2617 | 1.1233 |
312
- | 0.273 | 65.25 | 522 | 1.3686 | 0.5067 | 1.3686 | 1.1699 |
313
- | 0.273 | 65.5 | 524 | 1.5078 | 0.4908 | 1.5078 | 1.2279 |
314
 
315
 
316
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task1_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_usingALLEssays_FineTuningAraBERT_run3_AugV5_k3_task1_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: 0.9242
19
+ - Qwk: 0.6462
20
+ - Mse: 0.9242
21
+ - Rmse: 0.9613
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.1667 | 2 | 6.8104 | 0.0176 | 6.8104 | 2.6097 |
53
+ | No log | 0.3333 | 4 | 4.4213 | 0.0741 | 4.4213 | 2.1027 |
54
+ | No log | 0.5 | 6 | 3.4042 | 0.0 | 3.4042 | 1.8450 |
55
+ | No log | 0.6667 | 8 | 2.3504 | 0.1429 | 2.3504 | 1.5331 |
56
+ | No log | 0.8333 | 10 | 1.9124 | 0.1062 | 1.9124 | 1.3829 |
57
+ | No log | 1.0 | 12 | 1.6230 | 0.1905 | 1.6230 | 1.2740 |
58
+ | No log | 1.1667 | 14 | 1.5751 | 0.1682 | 1.5751 | 1.2550 |
59
+ | No log | 1.3333 | 16 | 1.5758 | 0.1835 | 1.5758 | 1.2553 |
60
+ | No log | 1.5 | 18 | 1.7985 | 0.2833 | 1.7985 | 1.3411 |
61
+ | No log | 1.6667 | 20 | 1.9370 | 0.2581 | 1.9370 | 1.3918 |
62
+ | No log | 1.8333 | 22 | 2.0341 | 0.2137 | 2.0341 | 1.4262 |
63
+ | No log | 2.0 | 24 | 1.9211 | 0.3008 | 1.9211 | 1.3860 |
64
+ | No log | 2.1667 | 26 | 1.6428 | 0.3651 | 1.6428 | 1.2817 |
65
+ | No log | 2.3333 | 28 | 1.3809 | 0.4167 | 1.3809 | 1.1751 |
66
+ | No log | 2.5 | 30 | 1.2852 | 0.3761 | 1.2852 | 1.1337 |
67
+ | No log | 2.6667 | 32 | 1.3114 | 0.4590 | 1.3114 | 1.1452 |
68
+ | No log | 2.8333 | 34 | 1.4247 | 0.4062 | 1.4247 | 1.1936 |
69
+ | No log | 3.0 | 36 | 1.5395 | 0.4580 | 1.5395 | 1.2408 |
70
+ | No log | 3.1667 | 38 | 1.8845 | 0.2899 | 1.8845 | 1.3728 |
71
+ | No log | 3.3333 | 40 | 1.6028 | 0.3438 | 1.6028 | 1.2660 |
72
+ | No log | 3.5 | 42 | 1.3941 | 0.3740 | 1.3941 | 1.1807 |
73
+ | No log | 3.6667 | 44 | 1.2312 | 0.496 | 1.2312 | 1.1096 |
74
+ | No log | 3.8333 | 46 | 1.1838 | 0.4754 | 1.1838 | 1.0880 |
75
+ | No log | 4.0 | 48 | 1.1842 | 0.4553 | 1.1842 | 1.0882 |
76
+ | No log | 4.1667 | 50 | 1.1734 | 0.512 | 1.1734 | 1.0832 |
77
+ | No log | 4.3333 | 52 | 1.2306 | 0.4724 | 1.2306 | 1.1093 |
78
+ | No log | 4.5 | 54 | 1.3776 | 0.3710 | 1.3776 | 1.1737 |
79
+ | No log | 4.6667 | 56 | 1.6495 | 0.3382 | 1.6495 | 1.2843 |
80
+ | No log | 4.8333 | 58 | 1.9388 | 0.3776 | 1.9388 | 1.3924 |
81
+ | No log | 5.0 | 60 | 1.7965 | 0.3830 | 1.7965 | 1.3404 |
82
+ | No log | 5.1667 | 62 | 1.8081 | 0.3830 | 1.8081 | 1.3447 |
83
+ | No log | 5.3333 | 64 | 1.6131 | 0.3824 | 1.6131 | 1.2701 |
84
+ | No log | 5.5 | 66 | 1.4887 | 0.3817 | 1.4887 | 1.2201 |
85
+ | No log | 5.6667 | 68 | 1.6898 | 0.3636 | 1.6898 | 1.2999 |
86
+ | No log | 5.8333 | 70 | 1.3501 | 0.4844 | 1.3501 | 1.1619 |
87
+ | No log | 6.0 | 72 | 1.2102 | 0.4480 | 1.2102 | 1.1001 |
88
+ | No log | 6.1667 | 74 | 1.1772 | 0.4918 | 1.1772 | 1.0850 |
89
+ | No log | 6.3333 | 76 | 1.1674 | 0.4706 | 1.1674 | 1.0805 |
90
+ | No log | 6.5 | 78 | 1.1770 | 0.5161 | 1.1770 | 1.0849 |
91
+ | No log | 6.6667 | 80 | 1.2386 | 0.4724 | 1.2386 | 1.1129 |
92
+ | No log | 6.8333 | 82 | 1.4208 | 0.3937 | 1.4208 | 1.1920 |
93
+ | No log | 7.0 | 84 | 1.4325 | 0.3622 | 1.4325 | 1.1969 |
94
+ | No log | 7.1667 | 86 | 1.2652 | 0.5077 | 1.2652 | 1.1248 |
95
+ | No log | 7.3333 | 88 | 1.1930 | 0.5606 | 1.1930 | 1.0922 |
96
+ | No log | 7.5 | 90 | 1.1980 | 0.5116 | 1.1980 | 1.0945 |
97
+ | No log | 7.6667 | 92 | 1.1534 | 0.4961 | 1.1534 | 1.0740 |
98
+ | No log | 7.8333 | 94 | 1.1154 | 0.5625 | 1.1154 | 1.0561 |
99
+ | No log | 8.0 | 96 | 1.3753 | 0.4127 | 1.3753 | 1.1727 |
100
+ | No log | 8.1667 | 98 | 1.2946 | 0.4580 | 1.2946 | 1.1378 |
101
+ | No log | 8.3333 | 100 | 1.1133 | 0.5693 | 1.1133 | 1.0551 |
102
+ | No log | 8.5 | 102 | 1.0247 | 0.5926 | 1.0247 | 1.0123 |
103
+ | No log | 8.6667 | 104 | 1.0190 | 0.5985 | 1.0190 | 1.0095 |
104
+ | No log | 8.8333 | 106 | 1.1829 | 0.5571 | 1.1829 | 1.0876 |
105
+ | No log | 9.0 | 108 | 1.3329 | 0.4932 | 1.3329 | 1.1545 |
106
+ | No log | 9.1667 | 110 | 1.4278 | 0.4667 | 1.4278 | 1.1949 |
107
+ | No log | 9.3333 | 112 | 1.3958 | 0.4898 | 1.3958 | 1.1814 |
108
+ | No log | 9.5 | 114 | 1.1120 | 0.5481 | 1.1120 | 1.0545 |
109
+ | No log | 9.6667 | 116 | 1.1018 | 0.5839 | 1.1018 | 1.0497 |
110
+ | No log | 9.8333 | 118 | 1.2246 | 0.4776 | 1.2246 | 1.1066 |
111
+ | No log | 10.0 | 120 | 1.1985 | 0.4741 | 1.1985 | 1.0948 |
112
+ | No log | 10.1667 | 122 | 1.1132 | 0.6154 | 1.1132 | 1.0551 |
113
+ | No log | 10.3333 | 124 | 1.1430 | 0.5839 | 1.1430 | 1.0691 |
114
+ | No log | 10.5 | 126 | 1.1586 | 0.5755 | 1.1586 | 1.0764 |
115
+ | No log | 10.6667 | 128 | 1.1490 | 0.5985 | 1.1490 | 1.0719 |
116
+ | No log | 10.8333 | 130 | 1.1910 | 0.5455 | 1.1910 | 1.0913 |
117
+ | No log | 11.0 | 132 | 1.1459 | 0.5231 | 1.1459 | 1.0705 |
118
+ | No log | 11.1667 | 134 | 1.0392 | 0.5522 | 1.0392 | 1.0194 |
119
+ | No log | 11.3333 | 136 | 0.9658 | 0.5985 | 0.9658 | 0.9828 |
120
+ | No log | 11.5 | 138 | 0.9408 | 0.6667 | 0.9408 | 0.9699 |
121
+ | No log | 11.6667 | 140 | 0.9375 | 0.6667 | 0.9375 | 0.9683 |
122
+ | No log | 11.8333 | 142 | 0.9516 | 0.6519 | 0.9516 | 0.9755 |
123
+ | No log | 12.0 | 144 | 0.9546 | 0.5970 | 0.9546 | 0.9771 |
124
+ | No log | 12.1667 | 146 | 1.0050 | 0.5821 | 1.0050 | 1.0025 |
125
+ | No log | 12.3333 | 148 | 1.0335 | 0.5821 | 1.0335 | 1.0166 |
126
+ | No log | 12.5 | 150 | 1.0458 | 0.5821 | 1.0458 | 1.0226 |
127
+ | No log | 12.6667 | 152 | 1.0516 | 0.5649 | 1.0516 | 1.0255 |
128
+ | No log | 12.8333 | 154 | 1.0206 | 0.5649 | 1.0206 | 1.0102 |
129
+ | No log | 13.0 | 156 | 0.9646 | 0.6154 | 0.9646 | 0.9822 |
130
+ | No log | 13.1667 | 158 | 0.9866 | 0.6260 | 0.9866 | 0.9933 |
131
+ | No log | 13.3333 | 160 | 1.0088 | 0.6047 | 1.0088 | 1.0044 |
132
+ | No log | 13.5 | 162 | 1.0157 | 0.6107 | 1.0157 | 1.0078 |
133
+ | No log | 13.6667 | 164 | 1.0577 | 0.5891 | 1.0577 | 1.0284 |
134
+ | No log | 13.8333 | 166 | 1.0422 | 0.6 | 1.0422 | 1.0209 |
135
+ | No log | 14.0 | 168 | 1.0269 | 0.6212 | 1.0269 | 1.0134 |
136
+ | No log | 14.1667 | 170 | 1.0284 | 0.6212 | 1.0284 | 1.0141 |
137
+ | No log | 14.3333 | 172 | 1.0525 | 0.5846 | 1.0525 | 1.0259 |
138
+ | No log | 14.5 | 174 | 1.0759 | 0.6 | 1.0759 | 1.0373 |
139
+ | No log | 14.6667 | 176 | 1.0911 | 0.5846 | 1.0911 | 1.0445 |
140
+ | No log | 14.8333 | 178 | 1.0836 | 0.5954 | 1.0836 | 1.0409 |
141
+ | No log | 15.0 | 180 | 1.0998 | 0.5649 | 1.0998 | 1.0487 |
142
+ | No log | 15.1667 | 182 | 1.1707 | 0.5263 | 1.1707 | 1.0820 |
143
+ | No log | 15.3333 | 184 | 1.2068 | 0.4962 | 1.2068 | 1.0985 |
144
+ | No log | 15.5 | 186 | 1.2712 | 0.5152 | 1.2712 | 1.1275 |
145
+ | No log | 15.6667 | 188 | 1.3771 | 0.5 | 1.3771 | 1.1735 |
146
+ | No log | 15.8333 | 190 | 1.2875 | 0.5373 | 1.2875 | 1.1347 |
147
+ | No log | 16.0 | 192 | 1.2137 | 0.5113 | 1.2137 | 1.1017 |
148
+ | No log | 16.1667 | 194 | 1.1400 | 0.5714 | 1.1400 | 1.0677 |
149
+ | No log | 16.3333 | 196 | 1.0877 | 0.5606 | 1.0877 | 1.0429 |
150
+ | No log | 16.5 | 198 | 1.1064 | 0.5496 | 1.1064 | 1.0518 |
151
+ | No log | 16.6667 | 200 | 1.1062 | 0.5496 | 1.1062 | 1.0518 |
152
+ | No log | 16.8333 | 202 | 1.0579 | 0.5758 | 1.0579 | 1.0285 |
153
+ | No log | 17.0 | 204 | 1.0041 | 0.6061 | 1.0041 | 1.0021 |
154
+ | No log | 17.1667 | 206 | 1.0094 | 0.5802 | 1.0094 | 1.0047 |
155
+ | No log | 17.3333 | 208 | 1.0701 | 0.5758 | 1.0701 | 1.0345 |
156
+ | No log | 17.5 | 210 | 1.0659 | 0.5714 | 1.0659 | 1.0324 |
157
+ | No log | 17.6667 | 212 | 1.0959 | 0.5926 | 1.0959 | 1.0468 |
158
+ | No log | 17.8333 | 214 | 1.0589 | 0.6176 | 1.0589 | 1.0290 |
159
+ | No log | 18.0 | 216 | 1.0565 | 0.5926 | 1.0565 | 1.0279 |
160
+ | No log | 18.1667 | 218 | 1.0780 | 0.5839 | 1.0780 | 1.0383 |
161
+ | No log | 18.3333 | 220 | 1.0831 | 0.6277 | 1.0831 | 1.0407 |
162
+ | No log | 18.5 | 222 | 1.0542 | 0.6176 | 1.0542 | 1.0267 |
163
+ | No log | 18.6667 | 224 | 1.0187 | 0.6015 | 1.0187 | 1.0093 |
164
+ | No log | 18.8333 | 226 | 1.0103 | 0.6 | 1.0103 | 1.0051 |
165
+ | No log | 19.0 | 228 | 1.0466 | 0.5538 | 1.0466 | 1.0231 |
166
+ | No log | 19.1667 | 230 | 1.0930 | 0.5692 | 1.0930 | 1.0455 |
167
+ | No log | 19.3333 | 232 | 1.1449 | 0.4925 | 1.1449 | 1.0700 |
168
+ | No log | 19.5 | 234 | 1.1061 | 0.5693 | 1.1061 | 1.0517 |
169
+ | No log | 19.6667 | 236 | 1.0534 | 0.6423 | 1.0534 | 1.0263 |
170
+ | No log | 19.8333 | 238 | 1.0662 | 0.5882 | 1.0662 | 1.0326 |
171
+ | No log | 20.0 | 240 | 1.1270 | 0.6087 | 1.1270 | 1.0616 |
172
+ | No log | 20.1667 | 242 | 1.1161 | 0.6043 | 1.1161 | 1.0564 |
173
+ | No log | 20.3333 | 244 | 1.1431 | 0.5714 | 1.1431 | 1.0691 |
174
+ | No log | 20.5 | 246 | 1.0763 | 0.5714 | 1.0763 | 1.0374 |
175
+ | No log | 20.6667 | 248 | 1.0288 | 0.5865 | 1.0288 | 1.0143 |
176
+ | No log | 20.8333 | 250 | 1.0388 | 0.5942 | 1.0388 | 1.0192 |
177
+ | No log | 21.0 | 252 | 1.0589 | 0.5693 | 1.0589 | 1.0290 |
178
+ | No log | 21.1667 | 254 | 1.0279 | 0.6294 | 1.0279 | 1.0139 |
179
+ | No log | 21.3333 | 256 | 0.9847 | 0.6429 | 0.9847 | 0.9923 |
180
+ | No log | 21.5 | 258 | 0.9680 | 0.6232 | 0.9680 | 0.9839 |
181
+ | No log | 21.6667 | 260 | 0.9920 | 0.6165 | 0.9920 | 0.9960 |
182
+ | No log | 21.8333 | 262 | 1.0395 | 0.5802 | 1.0395 | 1.0195 |
183
+ | No log | 22.0 | 264 | 1.1138 | 0.5197 | 1.1138 | 1.0554 |
184
+ | No log | 22.1667 | 266 | 1.1074 | 0.5385 | 1.1074 | 1.0523 |
185
+ | No log | 22.3333 | 268 | 1.0336 | 0.5672 | 1.0336 | 1.0167 |
186
+ | No log | 22.5 | 270 | 0.9835 | 0.6087 | 0.9835 | 0.9917 |
187
+ | No log | 22.6667 | 272 | 0.9695 | 0.5985 | 0.9695 | 0.9846 |
188
+ | No log | 22.8333 | 274 | 0.9756 | 0.6331 | 0.9756 | 0.9877 |
189
+ | No log | 23.0 | 276 | 0.9732 | 0.6015 | 0.9732 | 0.9865 |
190
+ | No log | 23.1667 | 278 | 0.9941 | 0.5649 | 0.9941 | 0.9970 |
191
+ | No log | 23.3333 | 280 | 1.0603 | 0.5909 | 1.0603 | 1.0297 |
192
+ | No log | 23.5 | 282 | 1.1749 | 0.5588 | 1.1749 | 1.0839 |
193
+ | No log | 23.6667 | 284 | 1.2342 | 0.5263 | 1.2342 | 1.1110 |
194
+ | No log | 23.8333 | 286 | 1.2000 | 0.5303 | 1.2000 | 1.0955 |
195
+ | No log | 24.0 | 288 | 1.1449 | 0.5564 | 1.1449 | 1.0700 |
196
+ | No log | 24.1667 | 290 | 1.0702 | 0.5564 | 1.0702 | 1.0345 |
197
+ | No log | 24.3333 | 292 | 1.0026 | 0.5758 | 1.0026 | 1.0013 |
198
+ | No log | 24.5 | 294 | 0.9532 | 0.5758 | 0.9532 | 0.9763 |
199
+ | No log | 24.6667 | 296 | 0.9489 | 0.5758 | 0.9489 | 0.9741 |
200
+ | No log | 24.8333 | 298 | 0.9638 | 0.5714 | 0.9638 | 0.9817 |
201
+ | No log | 25.0 | 300 | 1.0123 | 0.6212 | 1.0123 | 1.0061 |
202
+ | No log | 25.1667 | 302 | 1.0657 | 0.6370 | 1.0657 | 1.0323 |
203
+ | No log | 25.3333 | 304 | 1.0122 | 0.6212 | 1.0122 | 1.0061 |
204
+ | No log | 25.5 | 306 | 0.9740 | 0.6119 | 0.9740 | 0.9869 |
205
+ | No log | 25.6667 | 308 | 0.9523 | 0.6212 | 0.9523 | 0.9758 |
206
+ | No log | 25.8333 | 310 | 0.9441 | 0.6565 | 0.9441 | 0.9716 |
207
+ | No log | 26.0 | 312 | 0.9545 | 0.6260 | 0.9545 | 0.9770 |
208
+ | No log | 26.1667 | 314 | 0.9501 | 0.5802 | 0.9501 | 0.9747 |
209
+ | No log | 26.3333 | 316 | 0.9499 | 0.6119 | 0.9499 | 0.9746 |
210
+ | No log | 26.5 | 318 | 0.9327 | 0.5865 | 0.9327 | 0.9658 |
211
+ | No log | 26.6667 | 320 | 0.9082 | 0.6618 | 0.9082 | 0.9530 |
212
+ | No log | 26.8333 | 322 | 0.9159 | 0.6763 | 0.9159 | 0.9570 |
213
+ | No log | 27.0 | 324 | 0.9220 | 0.6714 | 0.9220 | 0.9602 |
214
+ | No log | 27.1667 | 326 | 0.9034 | 0.6619 | 0.9034 | 0.9505 |
215
+ | No log | 27.3333 | 328 | 0.8913 | 0.6324 | 0.8913 | 0.9441 |
216
+ | No log | 27.5 | 330 | 0.9175 | 0.6165 | 0.9175 | 0.9579 |
217
+ | No log | 27.6667 | 332 | 0.9259 | 0.6165 | 0.9259 | 0.9622 |
218
+ | No log | 27.8333 | 334 | 0.9103 | 0.6412 | 0.9103 | 0.9541 |
219
+ | No log | 28.0 | 336 | 0.9175 | 0.6061 | 0.9175 | 0.9579 |
220
+ | No log | 28.1667 | 338 | 0.9414 | 0.5926 | 0.9414 | 0.9702 |
221
+ | No log | 28.3333 | 340 | 0.9490 | 0.5802 | 0.9490 | 0.9742 |
222
+ | No log | 28.5 | 342 | 0.9495 | 0.5846 | 0.9495 | 0.9744 |
223
+ | No log | 28.6667 | 344 | 0.9691 | 0.6176 | 0.9691 | 0.9844 |
224
+ | No log | 28.8333 | 346 | 0.9905 | 0.6176 | 0.9905 | 0.9952 |
225
+ | No log | 29.0 | 348 | 0.9936 | 0.6074 | 0.9936 | 0.9968 |
226
+ | No log | 29.1667 | 350 | 0.9718 | 0.6074 | 0.9718 | 0.9858 |
227
+ | No log | 29.3333 | 352 | 0.9625 | 0.6061 | 0.9625 | 0.9811 |
228
+ | No log | 29.5 | 354 | 0.9969 | 0.5538 | 0.9969 | 0.9984 |
229
+ | No log | 29.6667 | 356 | 1.0550 | 0.5649 | 1.0550 | 1.0271 |
230
+ | No log | 29.8333 | 358 | 1.0900 | 0.5344 | 1.0900 | 1.0441 |
231
+ | No log | 30.0 | 360 | 1.0877 | 0.5714 | 1.0877 | 1.0429 |
232
+ | No log | 30.1667 | 362 | 1.1125 | 0.5373 | 1.1125 | 1.0547 |
233
+ | No log | 30.3333 | 364 | 1.0807 | 0.5942 | 1.0807 | 1.0395 |
234
+ | No log | 30.5 | 366 | 1.0009 | 0.5970 | 1.0009 | 1.0004 |
235
+ | No log | 30.6667 | 368 | 0.9489 | 0.6412 | 0.9489 | 0.9741 |
236
+ | No log | 30.8333 | 370 | 0.9615 | 0.6154 | 0.9615 | 0.9806 |
237
+ | No log | 31.0 | 372 | 0.9739 | 0.5984 | 0.9739 | 0.9869 |
238
+ | No log | 31.1667 | 374 | 0.9961 | 0.5781 | 0.9961 | 0.9980 |
239
+ | No log | 31.3333 | 376 | 1.0670 | 0.5865 | 1.0670 | 1.0330 |
240
+ | No log | 31.5 | 378 | 1.1232 | 0.5116 | 1.1232 | 1.0598 |
241
+ | No log | 31.6667 | 380 | 1.1395 | 0.5077 | 1.1395 | 1.0675 |
242
+ | No log | 31.8333 | 382 | 1.0750 | 0.5692 | 1.0750 | 1.0368 |
243
+ | No log | 32.0 | 384 | 0.9920 | 0.5669 | 0.9920 | 0.9960 |
244
+ | No log | 32.1667 | 386 | 0.9633 | 0.5938 | 0.9633 | 0.9815 |
245
+ | No log | 32.3333 | 388 | 0.9595 | 0.6154 | 0.9595 | 0.9796 |
246
+ | No log | 32.5 | 390 | 0.9606 | 0.5625 | 0.9606 | 0.9801 |
247
+ | No log | 32.6667 | 392 | 0.9473 | 0.6047 | 0.9473 | 0.9733 |
248
+ | No log | 32.8333 | 394 | 0.9456 | 0.5891 | 0.9456 | 0.9724 |
249
+ | No log | 33.0 | 396 | 0.9338 | 0.6222 | 0.9338 | 0.9663 |
250
+ | No log | 33.1667 | 398 | 0.9435 | 0.6074 | 0.9435 | 0.9713 |
251
+ | No log | 33.3333 | 400 | 0.9793 | 0.5693 | 0.9793 | 0.9896 |
252
+ | No log | 33.5 | 402 | 1.0179 | 0.6143 | 1.0179 | 1.0089 |
253
+ | No log | 33.6667 | 404 | 0.9693 | 0.6043 | 0.9693 | 0.9845 |
254
+ | No log | 33.8333 | 406 | 0.9197 | 0.6471 | 0.9197 | 0.9590 |
255
+ | No log | 34.0 | 408 | 0.9133 | 0.6222 | 0.9133 | 0.9557 |
256
+ | No log | 34.1667 | 410 | 0.9196 | 0.6377 | 0.9196 | 0.9590 |
257
+ | No log | 34.3333 | 412 | 0.9305 | 0.6522 | 0.9305 | 0.9646 |
258
+ | No log | 34.5 | 414 | 0.9298 | 0.6522 | 0.9298 | 0.9643 |
259
+ | No log | 34.6667 | 416 | 0.9321 | 0.6471 | 0.9321 | 0.9655 |
260
+ | No log | 34.8333 | 418 | 0.9509 | 0.6364 | 0.9509 | 0.9752 |
261
+ | No log | 35.0 | 420 | 0.9638 | 0.6364 | 0.9638 | 0.9817 |
262
+ | No log | 35.1667 | 422 | 0.9667 | 0.6154 | 0.9667 | 0.9832 |
263
+ | No log | 35.3333 | 424 | 0.9762 | 0.6466 | 0.9762 | 0.9881 |
264
+ | No log | 35.5 | 426 | 0.9803 | 0.6418 | 0.9803 | 0.9901 |
265
+ | No log | 35.6667 | 428 | 1.0035 | 0.6418 | 1.0035 | 1.0017 |
266
+ | No log | 35.8333 | 430 | 1.0528 | 0.5970 | 1.0528 | 1.0261 |
267
+ | No log | 36.0 | 432 | 1.0965 | 0.5839 | 1.0965 | 1.0471 |
268
+ | No log | 36.1667 | 434 | 1.0834 | 0.5630 | 1.0834 | 1.0409 |
269
+ | No log | 36.3333 | 436 | 1.0341 | 0.6015 | 1.0341 | 1.0169 |
270
+ | No log | 36.5 | 438 | 0.9754 | 0.6 | 0.9754 | 0.9876 |
271
+ | No log | 36.6667 | 440 | 0.9428 | 0.6260 | 0.9428 | 0.9710 |
272
+ | No log | 36.8333 | 442 | 0.9154 | 0.6667 | 0.9154 | 0.9568 |
273
+ | No log | 37.0 | 444 | 0.9122 | 0.6716 | 0.9122 | 0.9551 |
274
+ | No log | 37.1667 | 446 | 0.9125 | 0.6308 | 0.9125 | 0.9552 |
275
+ | No log | 37.3333 | 448 | 0.9330 | 0.5984 | 0.9330 | 0.9659 |
276
+ | No log | 37.5 | 450 | 0.9612 | 0.6357 | 0.9612 | 0.9804 |
277
+ | No log | 37.6667 | 452 | 1.0172 | 0.6212 | 1.0172 | 1.0086 |
278
+ | No log | 37.8333 | 454 | 1.0353 | 0.5692 | 1.0353 | 1.0175 |
279
+ | No log | 38.0 | 456 | 0.9971 | 0.5581 | 0.9971 | 0.9985 |
280
+ | No log | 38.1667 | 458 | 0.9507 | 0.5802 | 0.9507 | 0.9751 |
281
+ | No log | 38.3333 | 460 | 0.9236 | 0.6015 | 0.9236 | 0.9610 |
282
+ | No log | 38.5 | 462 | 0.8980 | 0.6519 | 0.8980 | 0.9476 |
283
+ | No log | 38.6667 | 464 | 0.8618 | 0.6667 | 0.8618 | 0.9283 |
284
+ | No log | 38.8333 | 466 | 0.8395 | 0.6667 | 0.8395 | 0.9163 |
285
+ | No log | 39.0 | 468 | 0.8365 | 0.6617 | 0.8365 | 0.9146 |
286
+ | No log | 39.1667 | 470 | 0.8393 | 0.7153 | 0.8393 | 0.9162 |
287
+ | No log | 39.3333 | 472 | 0.8393 | 0.7059 | 0.8393 | 0.9161 |
288
+ | No log | 39.5 | 474 | 0.8536 | 0.6917 | 0.8536 | 0.9239 |
289
+ | No log | 39.6667 | 476 | 0.8629 | 0.6815 | 0.8629 | 0.9290 |
290
+ | No log | 39.8333 | 478 | 0.9069 | 0.6619 | 0.9069 | 0.9523 |
291
+ | No log | 40.0 | 480 | 0.9941 | 0.6486 | 0.9941 | 0.9970 |
292
+ | No log | 40.1667 | 482 | 1.0472 | 0.6443 | 1.0472 | 1.0233 |
293
+ | No log | 40.3333 | 484 | 0.9948 | 0.6573 | 0.9948 | 0.9974 |
294
+ | No log | 40.5 | 486 | 0.9312 | 0.6522 | 0.9312 | 0.9650 |
295
+ | No log | 40.6667 | 488 | 0.8774 | 0.6316 | 0.8774 | 0.9367 |
296
+ | No log | 40.8333 | 490 | 0.8636 | 0.6165 | 0.8636 | 0.9293 |
297
+ | No log | 41.0 | 492 | 0.8574 | 0.6412 | 0.8574 | 0.9260 |
298
+ | No log | 41.1667 | 494 | 0.8524 | 0.6617 | 0.8524 | 0.9233 |
299
+ | No log | 41.3333 | 496 | 0.8509 | 0.6617 | 0.8509 | 0.9224 |
300
+ | No log | 41.5 | 498 | 0.8423 | 0.6963 | 0.8423 | 0.9178 |
301
+ | 0.2957 | 41.6667 | 500 | 0.8382 | 0.6963 | 0.8382 | 0.9155 |
302
+ | 0.2957 | 41.8333 | 502 | 0.8401 | 0.6716 | 0.8401 | 0.9165 |
303
+ | 0.2957 | 42.0 | 504 | 0.8465 | 0.6767 | 0.8465 | 0.9201 |
304
+ | 0.2957 | 42.1667 | 506 | 0.8624 | 0.6767 | 0.8624 | 0.9286 |
305
+ | 0.2957 | 42.3333 | 508 | 0.8846 | 0.6667 | 0.8846 | 0.9405 |
306
+ | 0.2957 | 42.5 | 510 | 0.9242 | 0.6462 | 0.9242 | 0.9613 |
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions