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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run3_AugV5_k4_task1_organization

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  1. README.md +261 -265
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md CHANGED
@@ -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_k4_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_k4_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: 0.8438
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- - Qwk: 0.6667
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- - Mse: 0.8438
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- - Rmse: 0.9186
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  ## Model description
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@@ -49,265 +49,261 @@ 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 | 0.0952 | 2 | 6.8551 | 0.0057 | 6.8551 | 2.6182 |
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- | No log | 0.1905 | 4 | 4.1538 | 0.1126 | 4.1538 | 2.0381 |
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- | No log | 0.2857 | 6 | 2.5301 | 0.0988 | 2.5301 | 1.5906 |
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- | No log | 0.3810 | 8 | 1.8946 | 0.2623 | 1.8946 | 1.3764 |
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- | No log | 0.4762 | 10 | 1.7661 | 0.2037 | 1.7661 | 1.3290 |
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- | No log | 0.5714 | 12 | 1.7941 | 0.2222 | 1.7941 | 1.3394 |
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- | No log | 0.6667 | 14 | 2.2353 | 0.0976 | 2.2353 | 1.4951 |
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- | No log | 0.7619 | 16 | 2.1149 | 0.1613 | 2.1149 | 1.4543 |
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- | No log | 0.8571 | 18 | 1.6585 | 0.2222 | 1.6585 | 1.2878 |
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- | No log | 0.9524 | 20 | 1.5855 | 0.2407 | 1.5855 | 1.2591 |
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- | No log | 1.0476 | 22 | 1.5668 | 0.2407 | 1.5668 | 1.2517 |
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- | No log | 1.1429 | 24 | 1.6085 | 0.3009 | 1.6085 | 1.2683 |
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- | No log | 1.2381 | 26 | 1.7129 | 0.3559 | 1.7129 | 1.3088 |
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- | No log | 1.3333 | 28 | 1.6757 | 0.4 | 1.6757 | 1.2945 |
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- | No log | 1.4286 | 30 | 1.5646 | 0.3478 | 1.5646 | 1.2508 |
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- | No log | 1.5238 | 32 | 1.5373 | 0.3248 | 1.5373 | 1.2399 |
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- | No log | 1.6190 | 34 | 1.4203 | 0.3793 | 1.4203 | 1.1917 |
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- | No log | 1.7143 | 36 | 1.4100 | 0.3902 | 1.4100 | 1.1874 |
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- | No log | 1.8095 | 38 | 1.3738 | 0.4255 | 1.3738 | 1.1721 |
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- | No log | 1.9048 | 40 | 1.2004 | 0.4706 | 1.2004 | 1.0956 |
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- | No log | 2.0 | 42 | 1.2839 | 0.4832 | 1.2839 | 1.1331 |
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- | No log | 2.0952 | 44 | 1.2309 | 0.5 | 1.2309 | 1.1094 |
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- | No log | 2.1905 | 46 | 1.1187 | 0.5312 | 1.1187 | 1.0577 |
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- | No log | 2.2857 | 48 | 1.1944 | 0.4921 | 1.1944 | 1.0929 |
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- | No log | 2.3810 | 50 | 1.2339 | 0.496 | 1.2339 | 1.1108 |
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- | No log | 2.4762 | 52 | 1.1199 | 0.5 | 1.1199 | 1.0583 |
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- | No log | 2.5714 | 54 | 1.0696 | 0.5781 | 1.0696 | 1.0342 |
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- | No log | 2.6667 | 56 | 1.0857 | 0.5691 | 1.0857 | 1.0420 |
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- | No log | 2.7619 | 58 | 1.1845 | 0.5410 | 1.1845 | 1.0883 |
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- | No log | 2.8571 | 60 | 1.0482 | 0.5484 | 1.0482 | 1.0238 |
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- | No log | 2.9524 | 62 | 1.0722 | 0.5289 | 1.0722 | 1.0355 |
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- | No log | 3.0476 | 64 | 1.1424 | 0.5167 | 1.1424 | 1.0688 |
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- | No log | 3.1429 | 66 | 1.0869 | 0.5528 | 1.0869 | 1.0426 |
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- | No log | 3.2381 | 68 | 1.0055 | 0.6299 | 1.0055 | 1.0027 |
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- | No log | 3.3333 | 70 | 0.9738 | 0.625 | 0.9738 | 0.9868 |
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- | No log | 3.4286 | 72 | 1.0035 | 0.5938 | 1.0035 | 1.0017 |
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- | No log | 3.5238 | 74 | 1.1018 | 0.5410 | 1.1018 | 1.0497 |
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- | No log | 3.6190 | 76 | 0.9784 | 0.5938 | 0.9784 | 0.9891 |
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- | No log | 3.7143 | 78 | 0.9419 | 0.6429 | 0.9419 | 0.9705 |
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- | No log | 3.8095 | 80 | 0.8911 | 0.6571 | 0.8911 | 0.9440 |
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- | No log | 3.9048 | 82 | 0.9080 | 0.6269 | 0.9080 | 0.9529 |
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- | No log | 4.0 | 84 | 0.8954 | 0.6423 | 0.8954 | 0.9463 |
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- | No log | 4.0952 | 86 | 0.8429 | 0.6713 | 0.8429 | 0.9181 |
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- | No log | 4.1905 | 88 | 0.8202 | 0.7075 | 0.8202 | 0.9057 |
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- | No log | 4.2857 | 90 | 0.8391 | 0.6849 | 0.8391 | 0.9160 |
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- | No log | 4.3810 | 92 | 0.8147 | 0.6846 | 0.8147 | 0.9026 |
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- | No log | 4.4762 | 94 | 0.7571 | 0.6939 | 0.7571 | 0.8701 |
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- | No log | 4.5714 | 96 | 0.8366 | 0.7042 | 0.8366 | 0.9146 |
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- | No log | 4.6667 | 98 | 0.7912 | 0.75 | 0.7912 | 0.8895 |
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- | No log | 4.7619 | 100 | 0.7714 | 0.7639 | 0.7714 | 0.8783 |
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- | No log | 4.8571 | 102 | 0.9229 | 0.6143 | 0.9229 | 0.9607 |
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- | No log | 4.9524 | 104 | 0.9876 | 0.5957 | 0.9876 | 0.9938 |
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- | No log | 5.0476 | 106 | 1.0107 | 0.6176 | 1.0107 | 1.0054 |
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- | No log | 5.1429 | 108 | 1.0622 | 0.6277 | 1.0622 | 1.0306 |
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- | No log | 5.2381 | 110 | 0.9805 | 0.6429 | 0.9805 | 0.9902 |
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- | No log | 5.3333 | 112 | 0.8586 | 0.7027 | 0.8586 | 0.9266 |
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- | No log | 5.4286 | 114 | 0.9311 | 0.6438 | 0.9311 | 0.9649 |
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- | No log | 5.5238 | 116 | 0.9708 | 0.6573 | 0.9708 | 0.9853 |
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- | No log | 5.6190 | 118 | 1.0203 | 0.5915 | 1.0203 | 1.0101 |
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- | No log | 5.7143 | 120 | 1.1389 | 0.5612 | 1.1389 | 1.0672 |
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- | No log | 5.8095 | 122 | 1.0922 | 0.5775 | 1.0922 | 1.0451 |
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- | No log | 5.9048 | 124 | 0.9944 | 0.6571 | 0.9944 | 0.9972 |
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- | No log | 6.0 | 126 | 1.0384 | 0.5985 | 1.0384 | 1.0190 |
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- | No log | 6.0952 | 128 | 0.9852 | 0.5672 | 0.9852 | 0.9926 |
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- | No log | 6.1905 | 130 | 0.9851 | 0.5612 | 0.9851 | 0.9925 |
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- | No log | 6.2857 | 132 | 1.0068 | 0.6043 | 1.0068 | 1.0034 |
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- | No log | 6.3810 | 134 | 0.8994 | 0.5984 | 0.8994 | 0.9484 |
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- | No log | 6.4762 | 136 | 0.9088 | 0.6759 | 0.9088 | 0.9533 |
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- | No log | 6.5714 | 138 | 1.0623 | 0.6316 | 1.0623 | 1.0307 |
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- | No log | 6.6667 | 140 | 0.9409 | 0.6395 | 0.9409 | 0.9700 |
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- | No log | 6.7619 | 142 | 0.8042 | 0.6939 | 0.8042 | 0.8968 |
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- | No log | 6.8571 | 144 | 0.9718 | 0.6222 | 0.9718 | 0.9858 |
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- | No log | 6.9524 | 146 | 1.0900 | 0.5970 | 1.0900 | 1.0440 |
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- | No log | 7.0476 | 148 | 1.0015 | 0.5735 | 1.0015 | 1.0007 |
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- | No log | 7.1429 | 150 | 0.7840 | 0.6759 | 0.7840 | 0.8854 |
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- | No log | 7.2381 | 152 | 0.8304 | 0.6331 | 0.8304 | 0.9113 |
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- | No log | 7.3333 | 154 | 0.8346 | 0.6370 | 0.8346 | 0.9136 |
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- | No log | 7.4286 | 156 | 0.8035 | 0.7153 | 0.8035 | 0.8964 |
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- | No log | 7.5238 | 158 | 0.8283 | 0.6567 | 0.8283 | 0.9101 |
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- | No log | 7.6190 | 160 | 0.8421 | 0.7007 | 0.8421 | 0.9176 |
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- | No log | 7.7143 | 162 | 0.8300 | 0.6912 | 0.8300 | 0.9110 |
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- | No log | 7.8095 | 164 | 0.7578 | 0.7143 | 0.7578 | 0.8705 |
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- | No log | 7.9048 | 166 | 0.7589 | 0.7234 | 0.7589 | 0.8712 |
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- | No log | 8.0 | 168 | 0.8675 | 0.7007 | 0.8675 | 0.9314 |
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- | No log | 8.0952 | 170 | 0.9718 | 0.6667 | 0.9718 | 0.9858 |
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- | No log | 8.1905 | 172 | 1.0155 | 0.6316 | 1.0155 | 1.0077 |
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- | No log | 8.2857 | 174 | 1.0242 | 0.6269 | 1.0242 | 1.0120 |
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- | No log | 8.3810 | 176 | 0.9357 | 0.6475 | 0.9357 | 0.9673 |
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- | No log | 8.4762 | 178 | 0.8104 | 0.6620 | 0.8104 | 0.9002 |
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- | No log | 8.5714 | 180 | 0.7953 | 0.7123 | 0.7953 | 0.8918 |
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- | No log | 8.6667 | 182 | 0.8944 | 0.6389 | 0.8944 | 0.9458 |
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- | No log | 8.7619 | 184 | 1.0473 | 0.6143 | 1.0473 | 1.0234 |
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- | No log | 8.8571 | 186 | 1.0102 | 0.6143 | 1.0102 | 1.0051 |
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- | No log | 8.9524 | 188 | 0.8457 | 0.6197 | 0.8457 | 0.9196 |
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- | No log | 9.0476 | 190 | 0.7967 | 0.6815 | 0.7967 | 0.8926 |
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- | No log | 9.1429 | 192 | 0.8559 | 0.6316 | 0.8559 | 0.9251 |
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- | No log | 9.2381 | 194 | 0.9389 | 0.6412 | 0.9389 | 0.9690 |
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- | No log | 9.3333 | 196 | 0.9023 | 0.6364 | 0.9023 | 0.9499 |
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- | No log | 9.4286 | 198 | 0.8071 | 0.7007 | 0.8071 | 0.8984 |
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- | No log | 9.5238 | 200 | 0.7427 | 0.7347 | 0.7427 | 0.8618 |
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- | No log | 9.6190 | 202 | 0.7581 | 0.7260 | 0.7581 | 0.8707 |
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- | No log | 9.7143 | 204 | 0.7310 | 0.7324 | 0.7310 | 0.8550 |
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- | No log | 9.8095 | 206 | 0.8009 | 0.6939 | 0.8009 | 0.8949 |
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- | No log | 9.9048 | 208 | 1.0280 | 0.5915 | 1.0280 | 1.0139 |
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- | No log | 10.0 | 210 | 1.1541 | 0.5676 | 1.1541 | 1.0743 |
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- | No log | 10.0952 | 212 | 0.9934 | 0.5915 | 0.9934 | 0.9967 |
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- | No log | 10.1905 | 214 | 0.7482 | 0.7310 | 0.7482 | 0.8650 |
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- | No log | 10.2857 | 216 | 0.6826 | 0.7662 | 0.6826 | 0.8262 |
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- | No log | 10.3810 | 218 | 0.6933 | 0.7712 | 0.6933 | 0.8327 |
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- | No log | 10.4762 | 220 | 0.6709 | 0.7383 | 0.6709 | 0.8191 |
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- | No log | 10.5714 | 222 | 0.7855 | 0.6901 | 0.7855 | 0.8863 |
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- | No log | 10.6667 | 224 | 0.9821 | 0.6174 | 0.9821 | 0.9910 |
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- | No log | 10.7619 | 226 | 1.0377 | 0.6184 | 1.0377 | 1.0187 |
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- | No log | 10.8571 | 228 | 0.9075 | 0.6434 | 0.9075 | 0.9526 |
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- | No log | 10.9524 | 230 | 0.7805 | 0.6986 | 0.7805 | 0.8835 |
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- | No log | 11.0476 | 232 | 0.7553 | 0.7532 | 0.7553 | 0.8691 |
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- | No log | 11.1429 | 234 | 0.7889 | 0.6897 | 0.7889 | 0.8882 |
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- | No log | 11.2381 | 236 | 0.8638 | 0.6522 | 0.8638 | 0.9294 |
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- | No log | 11.3333 | 238 | 0.8699 | 0.6763 | 0.8699 | 0.9327 |
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- | No log | 11.4286 | 240 | 0.8015 | 0.6853 | 0.8015 | 0.8953 |
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- | No log | 11.5238 | 242 | 0.7586 | 0.76 | 0.7586 | 0.8710 |
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- | No log | 11.6190 | 244 | 0.7663 | 0.7582 | 0.7663 | 0.8754 |
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- | No log | 11.7143 | 246 | 0.7657 | 0.7582 | 0.7657 | 0.8751 |
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- | No log | 11.8095 | 248 | 0.7539 | 0.7468 | 0.7539 | 0.8683 |
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- | No log | 11.9048 | 250 | 0.7495 | 0.7468 | 0.7495 | 0.8658 |
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- | No log | 12.0 | 252 | 0.7410 | 0.7389 | 0.7410 | 0.8608 |
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- | No log | 12.0952 | 254 | 0.7402 | 0.7547 | 0.7402 | 0.8604 |
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- | No log | 12.1905 | 256 | 0.7471 | 0.75 | 0.7471 | 0.8644 |
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- | No log | 12.2857 | 258 | 0.8142 | 0.6879 | 0.8142 | 0.9023 |
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- | No log | 12.3810 | 260 | 0.9418 | 0.6267 | 0.9418 | 0.9704 |
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- | No log | 12.4762 | 262 | 1.0411 | 0.6174 | 1.0411 | 1.0204 |
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- | No log | 12.5714 | 264 | 1.0358 | 0.6174 | 1.0358 | 1.0177 |
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- | No log | 12.6667 | 266 | 0.9609 | 0.6486 | 0.9609 | 0.9803 |
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- | No log | 12.7619 | 268 | 0.9574 | 0.6395 | 0.9574 | 0.9785 |
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- | No log | 12.8571 | 270 | 0.8687 | 0.6711 | 0.8687 | 0.9320 |
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- | No log | 12.9524 | 272 | 0.7943 | 0.7105 | 0.7943 | 0.8912 |
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- | No log | 13.0476 | 274 | 0.7646 | 0.6980 | 0.7646 | 0.8744 |
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- | No log | 13.1429 | 276 | 0.8409 | 0.6438 | 0.8409 | 0.9170 |
190
- | No log | 13.2381 | 278 | 0.9110 | 0.6438 | 0.9110 | 0.9544 |
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- | No log | 13.3333 | 280 | 1.0297 | 0.5755 | 1.0297 | 1.0147 |
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- | No log | 13.4286 | 282 | 1.0925 | 0.5957 | 1.0925 | 1.0452 |
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- | No log | 13.5238 | 284 | 1.0123 | 0.6174 | 1.0123 | 1.0061 |
194
- | No log | 13.6190 | 286 | 0.7893 | 0.6832 | 0.7893 | 0.8884 |
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- | No log | 13.7143 | 288 | 0.6746 | 0.7607 | 0.6746 | 0.8213 |
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- | No log | 13.8095 | 290 | 0.8004 | 0.7558 | 0.8004 | 0.8946 |
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- | No log | 13.9048 | 292 | 0.7409 | 0.7349 | 0.7409 | 0.8608 |
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- | No log | 14.0 | 294 | 0.6770 | 0.7516 | 0.6770 | 0.8228 |
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- | No log | 14.0952 | 296 | 0.8446 | 0.6452 | 0.8446 | 0.9190 |
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- | No log | 14.1905 | 298 | 1.0212 | 0.6040 | 1.0212 | 1.0105 |
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- | No log | 14.2857 | 300 | 1.1502 | 0.5960 | 1.1502 | 1.0725 |
202
- | No log | 14.3810 | 302 | 1.0798 | 0.6056 | 1.0798 | 1.0391 |
203
- | No log | 14.4762 | 304 | 0.9632 | 0.6377 | 0.9632 | 0.9814 |
204
- | No log | 14.5714 | 306 | 0.8746 | 0.6715 | 0.8746 | 0.9352 |
205
- | No log | 14.6667 | 308 | 0.8675 | 0.6803 | 0.8675 | 0.9314 |
206
- | No log | 14.7619 | 310 | 0.9332 | 0.6625 | 0.9332 | 0.9660 |
207
- | No log | 14.8571 | 312 | 1.0509 | 0.6460 | 1.0509 | 1.0251 |
208
- | No log | 14.9524 | 314 | 0.9846 | 0.6194 | 0.9846 | 0.9923 |
209
- | No log | 15.0476 | 316 | 0.8905 | 0.6897 | 0.8905 | 0.9437 |
210
- | No log | 15.1429 | 318 | 0.9082 | 0.6809 | 0.9082 | 0.9530 |
211
- | No log | 15.2381 | 320 | 0.8917 | 0.6483 | 0.8917 | 0.9443 |
212
- | No log | 15.3333 | 322 | 0.9223 | 0.6040 | 0.9223 | 0.9604 |
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- | No log | 15.4286 | 324 | 0.8557 | 0.6438 | 0.8557 | 0.9250 |
214
- | No log | 15.5238 | 326 | 0.7576 | 0.7297 | 0.7576 | 0.8704 |
215
- | No log | 15.6190 | 328 | 0.6853 | 0.8133 | 0.6853 | 0.8278 |
216
- | No log | 15.7143 | 330 | 0.6986 | 0.7919 | 0.6986 | 0.8358 |
217
- | No log | 15.8095 | 332 | 0.7572 | 0.7619 | 0.7572 | 0.8702 |
218
- | No log | 15.9048 | 334 | 0.7622 | 0.7347 | 0.7622 | 0.8730 |
219
- | No log | 16.0 | 336 | 0.7504 | 0.7020 | 0.7504 | 0.8663 |
220
- | No log | 16.0952 | 338 | 0.6721 | 0.7898 | 0.6721 | 0.8198 |
221
- | No log | 16.1905 | 340 | 0.6112 | 0.7799 | 0.6112 | 0.7818 |
222
- | No log | 16.2857 | 342 | 0.6260 | 0.7805 | 0.6260 | 0.7912 |
223
- | No log | 16.3810 | 344 | 0.6008 | 0.7805 | 0.6008 | 0.7751 |
224
- | No log | 16.4762 | 346 | 0.6000 | 0.7929 | 0.6000 | 0.7746 |
225
- | No log | 16.5714 | 348 | 0.7523 | 0.7044 | 0.7523 | 0.8673 |
226
- | No log | 16.6667 | 350 | 0.8775 | 0.6275 | 0.8775 | 0.9367 |
227
- | No log | 16.7619 | 352 | 0.8667 | 0.6806 | 0.8667 | 0.9310 |
228
- | No log | 16.8571 | 354 | 0.8127 | 0.6861 | 0.8127 | 0.9015 |
229
- | No log | 16.9524 | 356 | 0.7228 | 0.7626 | 0.7228 | 0.8502 |
230
- | No log | 17.0476 | 358 | 0.6657 | 0.7895 | 0.6657 | 0.8159 |
231
- | No log | 17.1429 | 360 | 0.6586 | 0.7895 | 0.6586 | 0.8115 |
232
- | No log | 17.2381 | 362 | 0.7187 | 0.7451 | 0.7187 | 0.8478 |
233
- | No log | 17.3333 | 364 | 0.8021 | 0.7134 | 0.8021 | 0.8956 |
234
- | No log | 17.4286 | 366 | 0.8248 | 0.6835 | 0.8248 | 0.9082 |
235
- | No log | 17.5238 | 368 | 0.8396 | 0.6914 | 0.8396 | 0.9163 |
236
- | No log | 17.6190 | 370 | 0.7798 | 0.7205 | 0.7798 | 0.8831 |
237
- | No log | 17.7143 | 372 | 0.7433 | 0.7284 | 0.7433 | 0.8621 |
238
- | No log | 17.8095 | 374 | 0.7150 | 0.7407 | 0.7150 | 0.8456 |
239
- | No log | 17.9048 | 376 | 0.6833 | 0.7848 | 0.6833 | 0.8266 |
240
- | No log | 18.0 | 378 | 0.6616 | 0.7722 | 0.6616 | 0.8134 |
241
- | No log | 18.0952 | 380 | 0.6538 | 0.7871 | 0.6538 | 0.8086 |
242
- | No log | 18.1905 | 382 | 0.6689 | 0.7871 | 0.6689 | 0.8179 |
243
- | No log | 18.2857 | 384 | 0.6889 | 0.7632 | 0.6889 | 0.8300 |
244
- | No log | 18.3810 | 386 | 0.6720 | 0.7792 | 0.6720 | 0.8197 |
245
- | No log | 18.4762 | 388 | 0.6675 | 0.8077 | 0.6675 | 0.8170 |
246
- | No log | 18.5714 | 390 | 0.6764 | 0.75 | 0.6764 | 0.8225 |
247
- | No log | 18.6667 | 392 | 0.6731 | 0.775 | 0.6731 | 0.8204 |
248
- | No log | 18.7619 | 394 | 0.7016 | 0.7949 | 0.7016 | 0.8376 |
249
- | No log | 18.8571 | 396 | 0.7617 | 0.7532 | 0.7617 | 0.8728 |
250
- | No log | 18.9524 | 398 | 0.8346 | 0.7143 | 0.8346 | 0.9135 |
251
- | No log | 19.0476 | 400 | 0.8852 | 0.7020 | 0.8852 | 0.9409 |
252
- | No log | 19.1429 | 402 | 0.9297 | 0.6536 | 0.9297 | 0.9642 |
253
- | No log | 19.2381 | 404 | 0.9880 | 0.6234 | 0.9880 | 0.9940 |
254
- | No log | 19.3333 | 406 | 0.9655 | 0.6456 | 0.9655 | 0.9826 |
255
- | No log | 19.4286 | 408 | 0.8791 | 0.6709 | 0.8791 | 0.9376 |
256
- | No log | 19.5238 | 410 | 0.7848 | 0.7143 | 0.7848 | 0.8859 |
257
- | No log | 19.6190 | 412 | 0.7344 | 0.7143 | 0.7344 | 0.8570 |
258
- | No log | 19.7143 | 414 | 0.7302 | 0.7190 | 0.7302 | 0.8545 |
259
- | No log | 19.8095 | 416 | 0.7385 | 0.7179 | 0.7385 | 0.8594 |
260
- | No log | 19.9048 | 418 | 0.7746 | 0.7179 | 0.7746 | 0.8801 |
261
- | No log | 20.0 | 420 | 0.9041 | 0.7073 | 0.9041 | 0.9508 |
262
- | No log | 20.0952 | 422 | 1.0014 | 0.6506 | 1.0014 | 1.0007 |
263
- | No log | 20.1905 | 424 | 0.9375 | 0.6667 | 0.9375 | 0.9682 |
264
- | No log | 20.2857 | 426 | 0.7669 | 0.7407 | 0.7669 | 0.8757 |
265
- | No log | 20.3810 | 428 | 0.6512 | 0.8025 | 0.6512 | 0.8070 |
266
- | No log | 20.4762 | 430 | 0.6233 | 0.8 | 0.6233 | 0.7895 |
267
- | No log | 20.5714 | 432 | 0.6235 | 0.7925 | 0.6235 | 0.7896 |
268
- | No log | 20.6667 | 434 | 0.6638 | 0.8153 | 0.6638 | 0.8148 |
269
- | No log | 20.7619 | 436 | 0.7112 | 0.7564 | 0.7112 | 0.8433 |
270
- | No log | 20.8571 | 438 | 0.7100 | 0.7763 | 0.7100 | 0.8426 |
271
- | No log | 20.9524 | 440 | 0.7100 | 0.7671 | 0.7100 | 0.8426 |
272
- | No log | 21.0476 | 442 | 0.7003 | 0.7651 | 0.7003 | 0.8369 |
273
- | No log | 21.1429 | 444 | 0.7000 | 0.7651 | 0.7000 | 0.8366 |
274
- | No log | 21.2381 | 446 | 0.6941 | 0.7619 | 0.6941 | 0.8331 |
275
- | No log | 21.3333 | 448 | 0.6911 | 0.7947 | 0.6911 | 0.8313 |
276
- | No log | 21.4286 | 450 | 0.6891 | 0.7922 | 0.6891 | 0.8301 |
277
- | No log | 21.5238 | 452 | 0.7089 | 0.7226 | 0.7089 | 0.8419 |
278
- | No log | 21.6190 | 454 | 0.7070 | 0.72 | 0.7070 | 0.8408 |
279
- | No log | 21.7143 | 456 | 0.6954 | 0.7417 | 0.6954 | 0.8339 |
280
- | No log | 21.8095 | 458 | 0.7078 | 0.7020 | 0.7078 | 0.8413 |
281
- | No log | 21.9048 | 460 | 0.7849 | 0.7081 | 0.7849 | 0.8859 |
282
- | No log | 22.0 | 462 | 0.8157 | 0.7125 | 0.8157 | 0.9031 |
283
- | No log | 22.0952 | 464 | 0.7536 | 0.7037 | 0.7536 | 0.8681 |
284
- | No log | 22.1905 | 466 | 0.6675 | 0.7702 | 0.6675 | 0.8170 |
285
- | No log | 22.2857 | 468 | 0.6728 | 0.7578 | 0.6728 | 0.8202 |
286
- | No log | 22.3810 | 470 | 0.7029 | 0.7643 | 0.7029 | 0.8384 |
287
- | No log | 22.4762 | 472 | 0.7910 | 0.6853 | 0.7910 | 0.8894 |
288
- | No log | 22.5714 | 474 | 0.8350 | 0.6933 | 0.8350 | 0.9138 |
289
- | No log | 22.6667 | 476 | 0.8973 | 0.6711 | 0.8973 | 0.9472 |
290
- | No log | 22.7619 | 478 | 0.8628 | 0.6711 | 0.8628 | 0.9289 |
291
- | No log | 22.8571 | 480 | 0.8179 | 0.6980 | 0.8179 | 0.9044 |
292
- | No log | 22.9524 | 482 | 0.7709 | 0.7190 | 0.7709 | 0.8780 |
293
- | No log | 23.0476 | 484 | 0.7564 | 0.72 | 0.7564 | 0.8697 |
294
- | No log | 23.1429 | 486 | 0.7307 | 0.7320 | 0.7307 | 0.8548 |
295
- | No log | 23.2381 | 488 | 0.7378 | 0.7083 | 0.7378 | 0.8590 |
296
- | No log | 23.3333 | 490 | 0.7548 | 0.6912 | 0.7548 | 0.8688 |
297
- | No log | 23.4286 | 492 | 0.7788 | 0.6912 | 0.7788 | 0.8825 |
298
- | No log | 23.5238 | 494 | 0.7749 | 0.6912 | 0.7749 | 0.8803 |
299
- | No log | 23.6190 | 496 | 0.7381 | 0.7286 | 0.7381 | 0.8591 |
300
- | No log | 23.7143 | 498 | 0.6997 | 0.7347 | 0.6997 | 0.8365 |
301
- | 0.3796 | 23.8095 | 500 | 0.6638 | 0.7484 | 0.6638 | 0.8147 |
302
- | 0.3796 | 23.9048 | 502 | 0.6657 | 0.7654 | 0.6657 | 0.8159 |
303
- | 0.3796 | 24.0 | 504 | 0.6895 | 0.7674 | 0.6895 | 0.8304 |
304
- | 0.3796 | 24.0952 | 506 | 0.6846 | 0.7746 | 0.6846 | 0.8274 |
305
- | 0.3796 | 24.1905 | 508 | 0.7084 | 0.7545 | 0.7084 | 0.8417 |
306
- | 0.3796 | 24.2857 | 510 | 0.7383 | 0.7342 | 0.7383 | 0.8593 |
307
- | 0.3796 | 24.3810 | 512 | 0.7780 | 0.725 | 0.7780 | 0.8820 |
308
- | 0.3796 | 24.4762 | 514 | 0.8043 | 0.6757 | 0.8043 | 0.8968 |
309
- | 0.3796 | 24.5714 | 516 | 0.8207 | 0.6667 | 0.8207 | 0.9060 |
310
- | 0.3796 | 24.6667 | 518 | 0.8438 | 0.6667 | 0.8438 | 0.9186 |
311
 
312
 
313
  ### 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
 
 
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
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