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ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task5_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_task5_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k18_task5_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: 0.6923
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- - Qwk: 0.5433
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- - Mse: 0.6923
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- - Rmse: 0.8320
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  ## Model description
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@@ -47,487 +47,271 @@ 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 | 0.0222 | 2 | 3.9253 | -0.0192 | 3.9253 | 1.9812 |
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- | No log | 0.0444 | 4 | 2.3008 | 0.0798 | 2.3008 | 1.5168 |
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- | No log | 0.0667 | 6 | 1.3387 | -0.0032 | 1.3387 | 1.1570 |
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- | No log | 0.0889 | 8 | 1.3354 | 0.0053 | 1.3354 | 1.1556 |
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- | No log | 0.1111 | 10 | 1.1710 | 0.0523 | 1.1710 | 1.0821 |
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- | No log | 0.1333 | 12 | 1.1918 | 0.0021 | 1.1918 | 1.0917 |
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- | No log | 0.1556 | 14 | 1.1887 | -0.0245 | 1.1887 | 1.0903 |
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- | No log | 0.1778 | 16 | 1.1853 | 0.0318 | 1.1853 | 1.0887 |
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- | No log | 0.2 | 18 | 1.3133 | 0.0116 | 1.3133 | 1.1460 |
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- | No log | 0.2222 | 20 | 1.1895 | 0.1228 | 1.1895 | 1.0906 |
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- | No log | 0.2444 | 22 | 0.9797 | 0.3772 | 0.9797 | 0.9898 |
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- | No log | 0.2667 | 24 | 0.7227 | 0.4267 | 0.7227 | 0.8501 |
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- | No log | 0.2889 | 26 | 0.7314 | 0.4958 | 0.7314 | 0.8552 |
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- | No log | 0.3111 | 28 | 0.6675 | 0.5713 | 0.6675 | 0.8170 |
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- | No log | 0.3333 | 30 | 0.9917 | 0.4264 | 0.9917 | 0.9958 |
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- | No log | 0.3556 | 32 | 0.9889 | 0.4375 | 0.9889 | 0.9944 |
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- | No log | 0.3778 | 34 | 0.6509 | 0.6124 | 0.6509 | 0.8068 |
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- | No log | 0.4 | 36 | 0.6518 | 0.6147 | 0.6518 | 0.8074 |
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- | No log | 0.4222 | 38 | 0.6987 | 0.5726 | 0.6987 | 0.8359 |
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- | No log | 0.4444 | 40 | 0.9776 | 0.5006 | 0.9776 | 0.9887 |
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- | No log | 0.4667 | 42 | 1.0063 | 0.5273 | 1.0063 | 1.0031 |
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- | No log | 0.4889 | 44 | 0.8306 | 0.5739 | 0.8306 | 0.9114 |
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- | No log | 0.5111 | 46 | 0.6725 | 0.5763 | 0.6725 | 0.8201 |
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- | No log | 0.5333 | 48 | 0.7114 | 0.6412 | 0.7114 | 0.8434 |
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- | No log | 0.5556 | 50 | 0.7021 | 0.6348 | 0.7021 | 0.8379 |
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- | No log | 0.5778 | 52 | 0.6914 | 0.6357 | 0.6914 | 0.8315 |
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- | No log | 0.6 | 54 | 0.6339 | 0.5985 | 0.6339 | 0.7962 |
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- | No log | 0.6222 | 56 | 0.6779 | 0.5653 | 0.6779 | 0.8233 |
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- | No log | 0.6444 | 58 | 0.6322 | 0.6256 | 0.6322 | 0.7951 |
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- | No log | 0.6667 | 60 | 0.5810 | 0.6693 | 0.5810 | 0.7622 |
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- | No log | 0.6889 | 62 | 0.6192 | 0.6892 | 0.6192 | 0.7869 |
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- | No log | 0.7111 | 64 | 0.6489 | 0.6885 | 0.6489 | 0.8055 |
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- | No log | 0.7333 | 66 | 0.6366 | 0.6885 | 0.6366 | 0.7979 |
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- | No log | 0.7556 | 68 | 0.5600 | 0.6751 | 0.5600 | 0.7484 |
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- | No log | 0.7778 | 70 | 0.5482 | 0.6804 | 0.5482 | 0.7404 |
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- | No log | 0.8 | 72 | 0.6716 | 0.6065 | 0.6716 | 0.8195 |
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- | No log | 0.8222 | 74 | 1.0048 | 0.5111 | 1.0048 | 1.0024 |
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- | No log | 0.8444 | 76 | 1.5856 | 0.3571 | 1.5856 | 1.2592 |
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- | No log | 0.8667 | 78 | 1.4329 | 0.4203 | 1.4329 | 1.1970 |
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- | No log | 0.8889 | 80 | 0.9278 | 0.5410 | 0.9278 | 0.9632 |
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- | No log | 0.9111 | 82 | 0.6340 | 0.7153 | 0.6340 | 0.7963 |
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- | No log | 0.9333 | 84 | 0.6883 | 0.6568 | 0.6883 | 0.8297 |
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- | No log | 0.9556 | 86 | 0.7077 | 0.6243 | 0.7077 | 0.8413 |
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- | No log | 0.9778 | 88 | 0.5830 | 0.6536 | 0.5830 | 0.7636 |
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- | No log | 1.0 | 90 | 0.6714 | 0.6561 | 0.6714 | 0.8194 |
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- | No log | 1.0222 | 92 | 0.7688 | 0.6532 | 0.7688 | 0.8768 |
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- | No log | 1.0444 | 94 | 0.6883 | 0.6661 | 0.6883 | 0.8296 |
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- | No log | 1.0667 | 96 | 0.6235 | 0.6254 | 0.6235 | 0.7896 |
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- | No log | 1.0889 | 98 | 0.6673 | 0.6348 | 0.6673 | 0.8169 |
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- | No log | 1.1111 | 100 | 0.6706 | 0.6511 | 0.6706 | 0.8189 |
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- | No log | 1.1333 | 102 | 0.6180 | 0.6901 | 0.6180 | 0.7861 |
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- | No log | 1.1556 | 104 | 0.6145 | 0.6164 | 0.6145 | 0.7839 |
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- | No log | 1.1778 | 106 | 0.6623 | 0.6080 | 0.6623 | 0.8138 |
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- | No log | 1.2 | 108 | 0.7050 | 0.5932 | 0.7050 | 0.8396 |
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- | No log | 1.2222 | 110 | 0.6219 | 0.6435 | 0.6219 | 0.7886 |
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- | No log | 1.2444 | 112 | 0.5795 | 0.6545 | 0.5795 | 0.7612 |
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- | No log | 1.2667 | 114 | 0.6272 | 0.6473 | 0.6272 | 0.7920 |
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- | No log | 1.2889 | 116 | 0.6686 | 0.6491 | 0.6686 | 0.8177 |
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- | No log | 1.3111 | 118 | 0.6266 | 0.7035 | 0.6266 | 0.7916 |
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- | No log | 1.3333 | 120 | 0.5743 | 0.6217 | 0.5743 | 0.7578 |
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- | No log | 1.3556 | 122 | 0.5762 | 0.6275 | 0.5762 | 0.7591 |
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- | No log | 1.3778 | 124 | 0.5828 | 0.6709 | 0.5828 | 0.7634 |
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- | No log | 1.4 | 126 | 0.6292 | 0.6933 | 0.6292 | 0.7932 |
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- | No log | 1.4222 | 128 | 0.7728 | 0.5472 | 0.7728 | 0.8791 |
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- | No log | 1.4444 | 130 | 0.8606 | 0.5262 | 0.8606 | 0.9277 |
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- | No log | 1.4667 | 132 | 0.7600 | 0.54 | 0.7600 | 0.8718 |
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- | No log | 1.4889 | 134 | 0.6824 | 0.6333 | 0.6824 | 0.8261 |
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- | No log | 1.5111 | 136 | 0.5981 | 0.6781 | 0.5981 | 0.7734 |
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- | No log | 1.5333 | 138 | 0.5694 | 0.6673 | 0.5694 | 0.7546 |
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- | No log | 1.5556 | 140 | 0.5657 | 0.6584 | 0.5657 | 0.7522 |
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- | No log | 1.5778 | 142 | 0.6204 | 0.6630 | 0.6204 | 0.7877 |
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- | No log | 1.6 | 144 | 0.7454 | 0.5362 | 0.7454 | 0.8634 |
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- | No log | 1.6222 | 146 | 0.7737 | 0.5809 | 0.7737 | 0.8796 |
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- | No log | 1.6444 | 148 | 0.6442 | 0.6292 | 0.6442 | 0.8026 |
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- | No log | 1.6667 | 150 | 0.5331 | 0.7063 | 0.5331 | 0.7301 |
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- | No log | 1.6889 | 152 | 0.5211 | 0.6931 | 0.5211 | 0.7219 |
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- | No log | 1.7111 | 154 | 0.5200 | 0.7324 | 0.5200 | 0.7211 |
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- | No log | 1.7333 | 156 | 0.5728 | 0.6886 | 0.5728 | 0.7569 |
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- | No log | 1.7556 | 158 | 0.7093 | 0.6372 | 0.7093 | 0.8422 |
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- | No log | 1.7778 | 160 | 0.7480 | 0.6148 | 0.7480 | 0.8649 |
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- | No log | 1.8 | 162 | 0.6366 | 0.6446 | 0.6366 | 0.7979 |
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- | No log | 1.8222 | 164 | 0.5391 | 0.7051 | 0.5391 | 0.7342 |
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- | No log | 1.8444 | 166 | 0.5734 | 0.6740 | 0.5734 | 0.7573 |
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- | No log | 1.8667 | 168 | 0.5870 | 0.6556 | 0.5870 | 0.7662 |
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- | No log | 1.8889 | 170 | 0.6303 | 0.6393 | 0.6303 | 0.7939 |
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- | No log | 1.9111 | 172 | 0.5393 | 0.6768 | 0.5393 | 0.7344 |
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- | No log | 1.9333 | 174 | 0.5032 | 0.7284 | 0.5032 | 0.7093 |
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- | No log | 1.9556 | 176 | 0.5553 | 0.7153 | 0.5553 | 0.7452 |
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- | No log | 1.9778 | 178 | 0.5869 | 0.7019 | 0.5869 | 0.7661 |
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- | No log | 2.0 | 180 | 0.6242 | 0.6819 | 0.6242 | 0.7900 |
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- | No log | 2.0222 | 182 | 0.6708 | 0.7401 | 0.6708 | 0.8190 |
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- | No log | 2.0444 | 184 | 0.6770 | 0.6981 | 0.6770 | 0.8228 |
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- | No log | 2.0667 | 186 | 0.6425 | 0.6620 | 0.6425 | 0.8016 |
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- | No log | 2.0889 | 188 | 0.6141 | 0.5748 | 0.6141 | 0.7836 |
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- | No log | 2.1111 | 190 | 0.7159 | 0.5467 | 0.7159 | 0.8461 |
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- | No log | 2.1333 | 192 | 0.7028 | 0.5480 | 0.7028 | 0.8383 |
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- | No log | 2.1556 | 194 | 0.6228 | 0.5988 | 0.6228 | 0.7892 |
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- | No log | 2.1778 | 196 | 0.6039 | 0.6546 | 0.6039 | 0.7771 |
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- | No log | 2.2 | 198 | 0.6560 | 0.6775 | 0.6560 | 0.8099 |
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- | No log | 2.2222 | 200 | 0.6630 | 0.6775 | 0.6630 | 0.8142 |
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- | No log | 2.2444 | 202 | 0.6865 | 0.6731 | 0.6865 | 0.8285 |
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- | No log | 2.2667 | 204 | 0.6314 | 0.6485 | 0.6314 | 0.7946 |
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- | No log | 2.2889 | 206 | 0.5759 | 0.6748 | 0.5759 | 0.7589 |
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- | No log | 2.3111 | 208 | 0.6365 | 0.6795 | 0.6365 | 0.7978 |
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- | No log | 2.3333 | 210 | 0.6186 | 0.6661 | 0.6186 | 0.7865 |
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- | No log | 2.3556 | 212 | 0.5611 | 0.6488 | 0.5611 | 0.7491 |
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- | No log | 2.3778 | 214 | 0.5715 | 0.6830 | 0.5715 | 0.7560 |
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- | No log | 2.4 | 216 | 0.6407 | 0.6784 | 0.6407 | 0.8004 |
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- | No log | 2.4222 | 218 | 0.6360 | 0.6842 | 0.6360 | 0.7975 |
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- | No log | 2.4444 | 220 | 0.5838 | 0.6468 | 0.5838 | 0.7641 |
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- | No log | 2.4667 | 222 | 0.5887 | 0.6244 | 0.5887 | 0.7673 |
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- | No log | 2.4889 | 224 | 0.5785 | 0.6239 | 0.5785 | 0.7606 |
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- | No log | 2.5111 | 226 | 0.5752 | 0.6405 | 0.5752 | 0.7584 |
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- | No log | 2.5333 | 228 | 0.6657 | 0.6291 | 0.6657 | 0.8159 |
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- | No log | 2.5556 | 230 | 0.6690 | 0.5856 | 0.6690 | 0.8179 |
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- | No log | 2.5778 | 232 | 0.6013 | 0.6520 | 0.6013 | 0.7754 |
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- | No log | 2.6 | 234 | 0.5774 | 0.6958 | 0.5774 | 0.7598 |
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- | No log | 2.6222 | 236 | 0.5865 | 0.6958 | 0.5865 | 0.7658 |
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- | No log | 2.6444 | 238 | 0.5287 | 0.7133 | 0.5287 | 0.7271 |
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- | No log | 2.6667 | 240 | 0.5107 | 0.6740 | 0.5107 | 0.7146 |
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- | No log | 2.6889 | 242 | 0.5245 | 0.6740 | 0.5245 | 0.7242 |
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- | No log | 2.7111 | 244 | 0.5141 | 0.7056 | 0.5141 | 0.7170 |
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- | No log | 2.7333 | 246 | 0.5198 | 0.6888 | 0.5198 | 0.7210 |
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- | No log | 2.7556 | 248 | 0.5685 | 0.6555 | 0.5685 | 0.7540 |
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- | No log | 2.7778 | 250 | 0.7226 | 0.5526 | 0.7226 | 0.8501 |
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- | No log | 2.8 | 252 | 0.8270 | 0.5159 | 0.8270 | 0.9094 |
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- | No log | 2.8222 | 254 | 0.7373 | 0.5968 | 0.7373 | 0.8587 |
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- | No log | 2.8444 | 256 | 0.5650 | 0.6764 | 0.5650 | 0.7517 |
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- | No log | 2.8667 | 258 | 0.5151 | 0.6888 | 0.5151 | 0.7177 |
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- | No log | 2.8889 | 260 | 0.5364 | 0.7184 | 0.5364 | 0.7324 |
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- | No log | 2.9111 | 262 | 0.5328 | 0.6875 | 0.5328 | 0.7299 |
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- | No log | 2.9333 | 264 | 0.5308 | 0.6805 | 0.5308 | 0.7285 |
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- | No log | 2.9556 | 266 | 0.5865 | 0.6886 | 0.5865 | 0.7659 |
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- | No log | 2.9778 | 268 | 0.6724 | 0.6061 | 0.6724 | 0.8200 |
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- | No log | 3.0 | 270 | 0.6355 | 0.6209 | 0.6355 | 0.7972 |
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- | No log | 3.0222 | 272 | 0.5650 | 0.6664 | 0.5650 | 0.7516 |
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- | No log | 3.0444 | 274 | 0.5390 | 0.6858 | 0.5390 | 0.7341 |
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- | No log | 3.0667 | 276 | 0.5201 | 0.6919 | 0.5201 | 0.7211 |
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- | No log | 3.0889 | 278 | 0.5209 | 0.7196 | 0.5209 | 0.7217 |
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- | No log | 3.1111 | 280 | 0.5521 | 0.6962 | 0.5521 | 0.7431 |
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- | No log | 3.1333 | 282 | 0.6051 | 0.6775 | 0.6051 | 0.7779 |
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- | No log | 3.1556 | 284 | 0.6961 | 0.6301 | 0.6961 | 0.8344 |
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- | No log | 3.1778 | 286 | 0.6816 | 0.6669 | 0.6816 | 0.8256 |
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- | No log | 3.2 | 288 | 0.6203 | 0.6748 | 0.6203 | 0.7876 |
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- | No log | 3.2222 | 290 | 0.6240 | 0.6195 | 0.6240 | 0.7899 |
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- | No log | 3.2444 | 292 | 0.6224 | 0.5656 | 0.6224 | 0.7889 |
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- | No log | 3.2667 | 294 | 0.6549 | 0.4867 | 0.6549 | 0.8093 |
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- | No log | 3.2889 | 296 | 0.6542 | 0.4987 | 0.6542 | 0.8088 |
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- | No log | 3.3111 | 298 | 0.6328 | 0.6133 | 0.6328 | 0.7955 |
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- | No log | 3.3333 | 300 | 0.5889 | 0.6498 | 0.5889 | 0.7674 |
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- | No log | 3.3556 | 302 | 0.5697 | 0.6788 | 0.5697 | 0.7548 |
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- | No log | 3.3778 | 304 | 0.5610 | 0.6788 | 0.5610 | 0.7490 |
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- | No log | 3.4 | 306 | 0.5542 | 0.6689 | 0.5542 | 0.7445 |
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- | No log | 3.4222 | 308 | 0.5710 | 0.6748 | 0.5710 | 0.7556 |
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- | No log | 3.4444 | 310 | 0.6287 | 0.6609 | 0.6287 | 0.7929 |
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- | No log | 3.4667 | 312 | 0.6290 | 0.6639 | 0.6290 | 0.7931 |
208
- | No log | 3.4889 | 314 | 0.5670 | 0.6491 | 0.5670 | 0.7530 |
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- | No log | 3.5111 | 316 | 0.5366 | 0.6888 | 0.5366 | 0.7325 |
210
- | No log | 3.5333 | 318 | 0.5430 | 0.6658 | 0.5430 | 0.7369 |
211
- | No log | 3.5556 | 320 | 0.5371 | 0.6555 | 0.5371 | 0.7328 |
212
- | No log | 3.5778 | 322 | 0.5202 | 0.7056 | 0.5202 | 0.7212 |
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- | No log | 3.6 | 324 | 0.5560 | 0.7057 | 0.5560 | 0.7456 |
214
- | No log | 3.6222 | 326 | 0.6674 | 0.6842 | 0.6674 | 0.8170 |
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- | No log | 3.6444 | 328 | 0.6845 | 0.6749 | 0.6845 | 0.8273 |
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- | No log | 3.6667 | 330 | 0.6083 | 0.7208 | 0.6083 | 0.7800 |
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- | No log | 3.6889 | 332 | 0.5556 | 0.7012 | 0.5556 | 0.7454 |
218
- | No log | 3.7111 | 334 | 0.5642 | 0.6988 | 0.5642 | 0.7512 |
219
- | No log | 3.7333 | 336 | 0.6003 | 0.6396 | 0.6003 | 0.7748 |
220
- | No log | 3.7556 | 338 | 0.6550 | 0.5466 | 0.6550 | 0.8093 |
221
- | No log | 3.7778 | 340 | 0.6452 | 0.5888 | 0.6452 | 0.8033 |
222
- | No log | 3.8 | 342 | 0.5652 | 0.6491 | 0.5652 | 0.7518 |
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- | No log | 3.8222 | 344 | 0.5372 | 0.6932 | 0.5372 | 0.7330 |
224
- | No log | 3.8444 | 346 | 0.5382 | 0.6903 | 0.5382 | 0.7336 |
225
- | No log | 3.8667 | 348 | 0.5350 | 0.7012 | 0.5350 | 0.7314 |
226
- | No log | 3.8889 | 350 | 0.5952 | 0.7214 | 0.5952 | 0.7715 |
227
- | No log | 3.9111 | 352 | 0.6036 | 0.7353 | 0.6036 | 0.7769 |
228
- | No log | 3.9333 | 354 | 0.6011 | 0.7259 | 0.6011 | 0.7753 |
229
- | No log | 3.9556 | 356 | 0.5495 | 0.7012 | 0.5495 | 0.7413 |
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- | No log | 3.9778 | 358 | 0.5385 | 0.7003 | 0.5385 | 0.7338 |
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- | No log | 4.0 | 360 | 0.5377 | 0.6838 | 0.5377 | 0.7333 |
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- | No log | 4.0222 | 362 | 0.5301 | 0.7056 | 0.5301 | 0.7281 |
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- | No log | 4.0444 | 364 | 0.5599 | 0.6969 | 0.5599 | 0.7482 |
234
- | No log | 4.0667 | 366 | 0.6449 | 0.7122 | 0.6449 | 0.8031 |
235
- | No log | 4.0889 | 368 | 0.6707 | 0.7029 | 0.6707 | 0.8190 |
236
- | No log | 4.1111 | 370 | 0.6624 | 0.6154 | 0.6624 | 0.8139 |
237
- | No log | 4.1333 | 372 | 0.5831 | 0.6846 | 0.5831 | 0.7636 |
238
- | No log | 4.1556 | 374 | 0.5514 | 0.6888 | 0.5514 | 0.7426 |
239
- | No log | 4.1778 | 376 | 0.5557 | 0.6753 | 0.5557 | 0.7455 |
240
- | No log | 4.2 | 378 | 0.5858 | 0.6396 | 0.5858 | 0.7654 |
241
- | No log | 4.2222 | 380 | 0.6529 | 0.5718 | 0.6529 | 0.8080 |
242
- | No log | 4.2444 | 382 | 0.6547 | 0.5697 | 0.6547 | 0.8091 |
243
- | No log | 4.2667 | 384 | 0.5894 | 0.6282 | 0.5894 | 0.7678 |
244
- | No log | 4.2889 | 386 | 0.5366 | 0.6753 | 0.5366 | 0.7325 |
245
- | No log | 4.3111 | 388 | 0.5337 | 0.6672 | 0.5337 | 0.7305 |
246
- | No log | 4.3333 | 390 | 0.5185 | 0.7012 | 0.5185 | 0.7201 |
247
- | No log | 4.3556 | 392 | 0.5164 | 0.6949 | 0.5164 | 0.7186 |
248
- | No log | 4.3778 | 394 | 0.5302 | 0.7206 | 0.5302 | 0.7282 |
249
- | No log | 4.4 | 396 | 0.5127 | 0.7238 | 0.5127 | 0.7160 |
250
- | No log | 4.4222 | 398 | 0.5127 | 0.7171 | 0.5127 | 0.7160 |
251
- | No log | 4.4444 | 400 | 0.5293 | 0.6888 | 0.5293 | 0.7275 |
252
- | No log | 4.4667 | 402 | 0.5508 | 0.6370 | 0.5508 | 0.7422 |
253
- | No log | 4.4889 | 404 | 0.5575 | 0.6133 | 0.5575 | 0.7467 |
254
- | No log | 4.5111 | 406 | 0.5728 | 0.6350 | 0.5728 | 0.7568 |
255
- | No log | 4.5333 | 408 | 0.5532 | 0.6539 | 0.5532 | 0.7438 |
256
- | No log | 4.5556 | 410 | 0.5551 | 0.6500 | 0.5551 | 0.7451 |
257
- | No log | 4.5778 | 412 | 0.5372 | 0.6500 | 0.5372 | 0.7330 |
258
- | No log | 4.6 | 414 | 0.5162 | 0.6291 | 0.5162 | 0.7185 |
259
- | No log | 4.6222 | 416 | 0.5171 | 0.6482 | 0.5171 | 0.7191 |
260
- | No log | 4.6444 | 418 | 0.5028 | 0.6356 | 0.5028 | 0.7091 |
261
- | No log | 4.6667 | 420 | 0.5389 | 0.6482 | 0.5389 | 0.7341 |
262
- | No log | 4.6889 | 422 | 0.5613 | 0.6578 | 0.5613 | 0.7492 |
263
- | No log | 4.7111 | 424 | 0.5743 | 0.6578 | 0.5743 | 0.7578 |
264
- | No log | 4.7333 | 426 | 0.6091 | 0.6455 | 0.6091 | 0.7805 |
265
- | No log | 4.7556 | 428 | 0.6213 | 0.6420 | 0.6213 | 0.7882 |
266
- | No log | 4.7778 | 430 | 0.5233 | 0.6614 | 0.5233 | 0.7234 |
267
- | No log | 4.8 | 432 | 0.4795 | 0.6788 | 0.4795 | 0.6924 |
268
- | No log | 4.8222 | 434 | 0.4828 | 0.6958 | 0.4828 | 0.6948 |
269
- | No log | 4.8444 | 436 | 0.4810 | 0.6597 | 0.4810 | 0.6935 |
270
- | No log | 4.8667 | 438 | 0.5351 | 0.6500 | 0.5351 | 0.7315 |
271
- | No log | 4.8889 | 440 | 0.5981 | 0.6464 | 0.5981 | 0.7734 |
272
- | No log | 4.9111 | 442 | 0.5905 | 0.6422 | 0.5905 | 0.7684 |
273
- | No log | 4.9333 | 444 | 0.5352 | 0.6788 | 0.5352 | 0.7316 |
274
- | No log | 4.9556 | 446 | 0.5136 | 0.7316 | 0.5136 | 0.7167 |
275
- | No log | 4.9778 | 448 | 0.5202 | 0.7284 | 0.5202 | 0.7213 |
276
- | No log | 5.0 | 450 | 0.5244 | 0.7284 | 0.5244 | 0.7242 |
277
- | No log | 5.0222 | 452 | 0.5194 | 0.7171 | 0.5194 | 0.7207 |
278
- | No log | 5.0444 | 454 | 0.5425 | 0.6701 | 0.5425 | 0.7366 |
279
- | No log | 5.0667 | 456 | 0.5806 | 0.5822 | 0.5806 | 0.7620 |
280
- | No log | 5.0889 | 458 | 0.6042 | 0.5822 | 0.6042 | 0.7773 |
281
- | No log | 5.1111 | 460 | 0.6352 | 0.5218 | 0.6352 | 0.7970 |
282
- | No log | 5.1333 | 462 | 0.6658 | 0.5598 | 0.6658 | 0.8160 |
283
- | No log | 5.1556 | 464 | 0.6713 | 0.5561 | 0.6713 | 0.8193 |
284
- | No log | 5.1778 | 466 | 0.6185 | 0.5788 | 0.6185 | 0.7865 |
285
- | No log | 5.2 | 468 | 0.5723 | 0.6207 | 0.5723 | 0.7565 |
286
- | No log | 5.2222 | 470 | 0.5552 | 0.6572 | 0.5552 | 0.7451 |
287
- | No log | 5.2444 | 472 | 0.5484 | 0.6364 | 0.5484 | 0.7406 |
288
- | No log | 5.2667 | 474 | 0.5633 | 0.6175 | 0.5633 | 0.7505 |
289
- | No log | 5.2889 | 476 | 0.5768 | 0.5722 | 0.5768 | 0.7595 |
290
- | No log | 5.3111 | 478 | 0.6473 | 0.5788 | 0.6473 | 0.8046 |
291
- | No log | 5.3333 | 480 | 0.7269 | 0.5644 | 0.7269 | 0.8526 |
292
- | No log | 5.3556 | 482 | 0.7020 | 0.5644 | 0.7020 | 0.8378 |
293
- | No log | 5.3778 | 484 | 0.6216 | 0.5811 | 0.6216 | 0.7884 |
294
- | No log | 5.4 | 486 | 0.5925 | 0.6221 | 0.5925 | 0.7697 |
295
- | No log | 5.4222 | 488 | 0.5840 | 0.5509 | 0.5840 | 0.7642 |
296
- | No log | 5.4444 | 490 | 0.5620 | 0.5983 | 0.5620 | 0.7496 |
297
- | No log | 5.4667 | 492 | 0.5577 | 0.6320 | 0.5577 | 0.7468 |
298
- | No log | 5.4889 | 494 | 0.5698 | 0.6415 | 0.5698 | 0.7548 |
299
- | No log | 5.5111 | 496 | 0.6100 | 0.5729 | 0.6100 | 0.7811 |
300
- | No log | 5.5333 | 498 | 0.7115 | 0.5766 | 0.7115 | 0.8435 |
301
- | 0.2727 | 5.5556 | 500 | 0.7322 | 0.5766 | 0.7322 | 0.8557 |
302
- | 0.2727 | 5.5778 | 502 | 0.6801 | 0.6221 | 0.6801 | 0.8247 |
303
- | 0.2727 | 5.6 | 504 | 0.6220 | 0.5758 | 0.6220 | 0.7887 |
304
- | 0.2727 | 5.6222 | 506 | 0.5825 | 0.6150 | 0.5825 | 0.7632 |
305
- | 0.2727 | 5.6444 | 508 | 0.5557 | 0.6032 | 0.5557 | 0.7454 |
306
- | 0.2727 | 5.6667 | 510 | 0.5276 | 0.6517 | 0.5276 | 0.7264 |
307
- | 0.2727 | 5.6889 | 512 | 0.5055 | 0.6720 | 0.5055 | 0.7110 |
308
- | 0.2727 | 5.7111 | 514 | 0.5187 | 0.6860 | 0.5187 | 0.7202 |
309
- | 0.2727 | 5.7333 | 516 | 0.5597 | 0.7013 | 0.5597 | 0.7481 |
310
- | 0.2727 | 5.7556 | 518 | 0.6235 | 0.7050 | 0.6235 | 0.7896 |
311
- | 0.2727 | 5.7778 | 520 | 0.6285 | 0.5668 | 0.6285 | 0.7928 |
312
- | 0.2727 | 5.8 | 522 | 0.5972 | 0.5933 | 0.5972 | 0.7728 |
313
- | 0.2727 | 5.8222 | 524 | 0.5947 | 0.6053 | 0.5947 | 0.7712 |
314
- | 0.2727 | 5.8444 | 526 | 0.5904 | 0.6310 | 0.5904 | 0.7684 |
315
- | 0.2727 | 5.8667 | 528 | 0.5782 | 0.6502 | 0.5782 | 0.7604 |
316
- | 0.2727 | 5.8889 | 530 | 0.5276 | 0.6584 | 0.5276 | 0.7264 |
317
- | 0.2727 | 5.9111 | 532 | 0.5062 | 0.6433 | 0.5062 | 0.7115 |
318
- | 0.2727 | 5.9333 | 534 | 0.5027 | 0.6658 | 0.5027 | 0.7090 |
319
- | 0.2727 | 5.9556 | 536 | 0.5227 | 0.6424 | 0.5227 | 0.7230 |
320
- | 0.2727 | 5.9778 | 538 | 0.5309 | 0.6528 | 0.5309 | 0.7286 |
321
- | 0.2727 | 6.0 | 540 | 0.5335 | 0.6424 | 0.5335 | 0.7304 |
322
- | 0.2727 | 6.0222 | 542 | 0.5633 | 0.6370 | 0.5633 | 0.7505 |
323
- | 0.2727 | 6.0444 | 544 | 0.6044 | 0.6221 | 0.6044 | 0.7774 |
324
- | 0.2727 | 6.0667 | 546 | 0.6243 | 0.6157 | 0.6243 | 0.7901 |
325
- | 0.2727 | 6.0889 | 548 | 0.6115 | 0.6157 | 0.6115 | 0.7820 |
326
- | 0.2727 | 6.1111 | 550 | 0.6157 | 0.6157 | 0.6157 | 0.7846 |
327
- | 0.2727 | 6.1333 | 552 | 0.5816 | 0.6352 | 0.5816 | 0.7626 |
328
- | 0.2727 | 6.1556 | 554 | 0.5603 | 0.6473 | 0.5603 | 0.7485 |
329
- | 0.2727 | 6.1778 | 556 | 0.5414 | 0.6641 | 0.5414 | 0.7358 |
330
- | 0.2727 | 6.2 | 558 | 0.5323 | 0.6896 | 0.5323 | 0.7296 |
331
- | 0.2727 | 6.2222 | 560 | 0.5325 | 0.6896 | 0.5325 | 0.7297 |
332
- | 0.2727 | 6.2444 | 562 | 0.5463 | 0.6896 | 0.5463 | 0.7391 |
333
- | 0.2727 | 6.2667 | 564 | 0.5856 | 0.6025 | 0.5856 | 0.7653 |
334
- | 0.2727 | 6.2889 | 566 | 0.6317 | 0.5572 | 0.6317 | 0.7948 |
335
- | 0.2727 | 6.3111 | 568 | 0.6359 | 0.4995 | 0.6359 | 0.7974 |
336
- | 0.2727 | 6.3333 | 570 | 0.6074 | 0.5386 | 0.6074 | 0.7794 |
337
- | 0.2727 | 6.3556 | 572 | 0.5863 | 0.6498 | 0.5863 | 0.7657 |
338
- | 0.2727 | 6.3778 | 574 | 0.5834 | 0.6602 | 0.5834 | 0.7638 |
339
- | 0.2727 | 6.4 | 576 | 0.6089 | 0.6547 | 0.6089 | 0.7803 |
340
- | 0.2727 | 6.4222 | 578 | 0.6482 | 0.6179 | 0.6482 | 0.8051 |
341
- | 0.2727 | 6.4444 | 580 | 0.6667 | 0.5279 | 0.6667 | 0.8165 |
342
- | 0.2727 | 6.4667 | 582 | 0.6327 | 0.5585 | 0.6327 | 0.7954 |
343
- | 0.2727 | 6.4889 | 584 | 0.6122 | 0.5771 | 0.6122 | 0.7824 |
344
- | 0.2727 | 6.5111 | 586 | 0.6164 | 0.5746 | 0.6164 | 0.7851 |
345
- | 0.2727 | 6.5333 | 588 | 0.6364 | 0.6043 | 0.6364 | 0.7977 |
346
- | 0.2727 | 6.5556 | 590 | 0.6122 | 0.6043 | 0.6122 | 0.7824 |
347
- | 0.2727 | 6.5778 | 592 | 0.5797 | 0.5886 | 0.5797 | 0.7614 |
348
- | 0.2727 | 6.6 | 594 | 0.5605 | 0.6307 | 0.5605 | 0.7486 |
349
- | 0.2727 | 6.6222 | 596 | 0.5574 | 0.6606 | 0.5574 | 0.7466 |
350
- | 0.2727 | 6.6444 | 598 | 0.5676 | 0.6417 | 0.5676 | 0.7534 |
351
- | 0.2727 | 6.6667 | 600 | 0.5664 | 0.6219 | 0.5664 | 0.7526 |
352
- | 0.2727 | 6.6889 | 602 | 0.5592 | 0.6427 | 0.5592 | 0.7478 |
353
- | 0.2727 | 6.7111 | 604 | 0.5501 | 0.6427 | 0.5501 | 0.7417 |
354
- | 0.2727 | 6.7333 | 606 | 0.5452 | 0.6616 | 0.5452 | 0.7384 |
355
- | 0.2727 | 6.7556 | 608 | 0.5494 | 0.6616 | 0.5494 | 0.7412 |
356
- | 0.2727 | 6.7778 | 610 | 0.5830 | 0.6903 | 0.5830 | 0.7636 |
357
- | 0.2727 | 6.8 | 612 | 0.5944 | 0.6417 | 0.5944 | 0.7710 |
358
- | 0.2727 | 6.8222 | 614 | 0.6024 | 0.6209 | 0.6024 | 0.7761 |
359
- | 0.2727 | 6.8444 | 616 | 0.6009 | 0.6597 | 0.6009 | 0.7752 |
360
- | 0.2727 | 6.8667 | 618 | 0.5647 | 0.6762 | 0.5647 | 0.7514 |
361
- | 0.2727 | 6.8889 | 620 | 0.5506 | 0.6947 | 0.5506 | 0.7421 |
362
- | 0.2727 | 6.9111 | 622 | 0.5538 | 0.6947 | 0.5538 | 0.7442 |
363
- | 0.2727 | 6.9333 | 624 | 0.5802 | 0.6610 | 0.5802 | 0.7617 |
364
- | 0.2727 | 6.9556 | 626 | 0.6143 | 0.6102 | 0.6143 | 0.7838 |
365
- | 0.2727 | 6.9778 | 628 | 0.6603 | 0.6231 | 0.6603 | 0.8126 |
366
- | 0.2727 | 7.0 | 630 | 0.6565 | 0.6062 | 0.6565 | 0.8102 |
367
- | 0.2727 | 7.0222 | 632 | 0.6416 | 0.5877 | 0.6416 | 0.8010 |
368
- | 0.2727 | 7.0444 | 634 | 0.6517 | 0.5877 | 0.6517 | 0.8073 |
369
- | 0.2727 | 7.0667 | 636 | 0.6659 | 0.5676 | 0.6659 | 0.8160 |
370
- | 0.2727 | 7.0889 | 638 | 0.6859 | 0.5777 | 0.6859 | 0.8282 |
371
- | 0.2727 | 7.1111 | 640 | 0.6498 | 0.6395 | 0.6498 | 0.8061 |
372
- | 0.2727 | 7.1333 | 642 | 0.5907 | 0.6177 | 0.5907 | 0.7686 |
373
- | 0.2727 | 7.1556 | 644 | 0.5576 | 0.6770 | 0.5576 | 0.7467 |
374
- | 0.2727 | 7.1778 | 646 | 0.5390 | 0.6689 | 0.5390 | 0.7342 |
375
- | 0.2727 | 7.2 | 648 | 0.5286 | 0.6729 | 0.5286 | 0.7270 |
376
- | 0.2727 | 7.2222 | 650 | 0.5231 | 0.6689 | 0.5231 | 0.7232 |
377
- | 0.2727 | 7.2444 | 652 | 0.5394 | 0.6602 | 0.5394 | 0.7344 |
378
- | 0.2727 | 7.2667 | 654 | 0.5599 | 0.6704 | 0.5599 | 0.7483 |
379
- | 0.2727 | 7.2889 | 656 | 0.5668 | 0.6519 | 0.5668 | 0.7529 |
380
- | 0.2727 | 7.3111 | 658 | 0.5884 | 0.6133 | 0.5884 | 0.7671 |
381
- | 0.2727 | 7.3333 | 660 | 0.5972 | 0.5666 | 0.5972 | 0.7728 |
382
- | 0.2727 | 7.3556 | 662 | 0.5808 | 0.6133 | 0.5808 | 0.7621 |
383
- | 0.2727 | 7.3778 | 664 | 0.5951 | 0.5844 | 0.5951 | 0.7714 |
384
- | 0.2727 | 7.4 | 666 | 0.6179 | 0.5844 | 0.6179 | 0.7861 |
385
- | 0.2727 | 7.4222 | 668 | 0.6305 | 0.5844 | 0.6305 | 0.7941 |
386
- | 0.2727 | 7.4444 | 670 | 0.6210 | 0.6395 | 0.6210 | 0.7880 |
387
- | 0.2727 | 7.4667 | 672 | 0.5862 | 0.5844 | 0.5862 | 0.7656 |
388
- | 0.2727 | 7.4889 | 674 | 0.5501 | 0.6962 | 0.5501 | 0.7417 |
389
- | 0.2727 | 7.5111 | 676 | 0.5357 | 0.6173 | 0.5357 | 0.7319 |
390
- | 0.2727 | 7.5333 | 678 | 0.5377 | 0.6173 | 0.5377 | 0.7333 |
391
- | 0.2727 | 7.5556 | 680 | 0.5449 | 0.6173 | 0.5449 | 0.7382 |
392
- | 0.2727 | 7.5778 | 682 | 0.5563 | 0.6805 | 0.5563 | 0.7458 |
393
- | 0.2727 | 7.6 | 684 | 0.5682 | 0.6597 | 0.5682 | 0.7538 |
394
- | 0.2727 | 7.6222 | 686 | 0.5945 | 0.6157 | 0.5945 | 0.7710 |
395
- | 0.2727 | 7.6444 | 688 | 0.5771 | 0.6157 | 0.5771 | 0.7597 |
396
- | 0.2727 | 7.6667 | 690 | 0.5426 | 0.6833 | 0.5426 | 0.7366 |
397
- | 0.2727 | 7.6889 | 692 | 0.5307 | 0.6777 | 0.5307 | 0.7285 |
398
- | 0.2727 | 7.7111 | 694 | 0.5198 | 0.7139 | 0.5198 | 0.7210 |
399
- | 0.2727 | 7.7333 | 696 | 0.5176 | 0.6846 | 0.5176 | 0.7194 |
400
- | 0.2727 | 7.7556 | 698 | 0.5235 | 0.6805 | 0.5235 | 0.7235 |
401
- | 0.2727 | 7.7778 | 700 | 0.5458 | 0.6805 | 0.5458 | 0.7388 |
402
- | 0.2727 | 7.8 | 702 | 0.5795 | 0.6397 | 0.5795 | 0.7613 |
403
- | 0.2727 | 7.8222 | 704 | 0.5871 | 0.6430 | 0.5871 | 0.7662 |
404
- | 0.2727 | 7.8444 | 706 | 0.5636 | 0.6057 | 0.5636 | 0.7507 |
405
- | 0.2727 | 7.8667 | 708 | 0.5511 | 0.6207 | 0.5511 | 0.7423 |
406
- | 0.2727 | 7.8889 | 710 | 0.5655 | 0.6057 | 0.5655 | 0.7520 |
407
- | 0.2727 | 7.9111 | 712 | 0.5952 | 0.6537 | 0.5952 | 0.7715 |
408
- | 0.2727 | 7.9333 | 714 | 0.6738 | 0.5927 | 0.6738 | 0.8208 |
409
- | 0.2727 | 7.9556 | 716 | 0.7207 | 0.5572 | 0.7207 | 0.8489 |
410
- | 0.2727 | 7.9778 | 718 | 0.6976 | 0.5902 | 0.6976 | 0.8352 |
411
- | 0.2727 | 8.0 | 720 | 0.6324 | 0.6157 | 0.6324 | 0.7952 |
412
- | 0.2727 | 8.0222 | 722 | 0.5579 | 0.6745 | 0.5579 | 0.7470 |
413
- | 0.2727 | 8.0444 | 724 | 0.5181 | 0.6813 | 0.5181 | 0.7198 |
414
- | 0.2727 | 8.0667 | 726 | 0.5136 | 0.7041 | 0.5136 | 0.7167 |
415
- | 0.2727 | 8.0889 | 728 | 0.5066 | 0.7147 | 0.5066 | 0.7118 |
416
- | 0.2727 | 8.1111 | 730 | 0.5101 | 0.6866 | 0.5101 | 0.7142 |
417
- | 0.2727 | 8.1333 | 732 | 0.5473 | 0.6634 | 0.5473 | 0.7398 |
418
- | 0.2727 | 8.1556 | 734 | 0.5816 | 0.6446 | 0.5816 | 0.7626 |
419
- | 0.2727 | 8.1778 | 736 | 0.5918 | 0.6555 | 0.5918 | 0.7693 |
420
- | 0.2727 | 8.2 | 738 | 0.5620 | 0.6658 | 0.5620 | 0.7497 |
421
- | 0.2727 | 8.2222 | 740 | 0.5443 | 0.6813 | 0.5443 | 0.7377 |
422
- | 0.2727 | 8.2444 | 742 | 0.5407 | 0.7147 | 0.5407 | 0.7353 |
423
- | 0.2727 | 8.2667 | 744 | 0.5434 | 0.6813 | 0.5434 | 0.7372 |
424
- | 0.2727 | 8.2889 | 746 | 0.5497 | 0.6850 | 0.5497 | 0.7414 |
425
- | 0.2727 | 8.3111 | 748 | 0.5653 | 0.6332 | 0.5653 | 0.7518 |
426
- | 0.2727 | 8.3333 | 750 | 0.6092 | 0.5455 | 0.6092 | 0.7805 |
427
- | 0.2727 | 8.3556 | 752 | 0.6280 | 0.5546 | 0.6280 | 0.7925 |
428
- | 0.2727 | 8.3778 | 754 | 0.5775 | 0.6133 | 0.5775 | 0.7600 |
429
- | 0.2727 | 8.4 | 756 | 0.5324 | 0.7477 | 0.5324 | 0.7297 |
430
- | 0.2727 | 8.4222 | 758 | 0.5347 | 0.7319 | 0.5347 | 0.7312 |
431
- | 0.2727 | 8.4444 | 760 | 0.5577 | 0.7009 | 0.5577 | 0.7468 |
432
- | 0.2727 | 8.4667 | 762 | 0.5456 | 0.7172 | 0.5456 | 0.7386 |
433
- | 0.2727 | 8.4889 | 764 | 0.5290 | 0.7377 | 0.5290 | 0.7273 |
434
- | 0.2727 | 8.5111 | 766 | 0.5337 | 0.7366 | 0.5337 | 0.7306 |
435
- | 0.2727 | 8.5333 | 768 | 0.5779 | 0.6296 | 0.5779 | 0.7602 |
436
- | 0.2727 | 8.5556 | 770 | 0.5741 | 0.6118 | 0.5741 | 0.7577 |
437
- | 0.2727 | 8.5778 | 772 | 0.5394 | 0.6664 | 0.5394 | 0.7345 |
438
- | 0.2727 | 8.6 | 774 | 0.5191 | 0.6824 | 0.5191 | 0.7205 |
439
- | 0.2727 | 8.6222 | 776 | 0.5328 | 0.7049 | 0.5328 | 0.7299 |
440
- | 0.2727 | 8.6444 | 778 | 0.5721 | 0.6742 | 0.5721 | 0.7564 |
441
- | 0.2727 | 8.6667 | 780 | 0.5519 | 0.7193 | 0.5519 | 0.7429 |
442
- | 0.2727 | 8.6889 | 782 | 0.5013 | 0.7329 | 0.5013 | 0.7080 |
443
- | 0.2727 | 8.7111 | 784 | 0.4881 | 0.7417 | 0.4881 | 0.6986 |
444
- | 0.2727 | 8.7333 | 786 | 0.5203 | 0.7113 | 0.5203 | 0.7213 |
445
- | 0.2727 | 8.7556 | 788 | 0.5542 | 0.6656 | 0.5542 | 0.7445 |
446
- | 0.2727 | 8.7778 | 790 | 0.5892 | 0.5710 | 0.5892 | 0.7676 |
447
- | 0.2727 | 8.8 | 792 | 0.6214 | 0.4973 | 0.6214 | 0.7883 |
448
- | 0.2727 | 8.8222 | 794 | 0.6310 | 0.5334 | 0.6310 | 0.7944 |
449
- | 0.2727 | 8.8444 | 796 | 0.5989 | 0.5565 | 0.5989 | 0.7739 |
450
- | 0.2727 | 8.8667 | 798 | 0.5825 | 0.6177 | 0.5825 | 0.7632 |
451
- | 0.2727 | 8.8889 | 800 | 0.5254 | 0.6838 | 0.5254 | 0.7248 |
452
- | 0.2727 | 8.9111 | 802 | 0.4868 | 0.7168 | 0.4868 | 0.6977 |
453
- | 0.2727 | 8.9333 | 804 | 0.4917 | 0.7285 | 0.4917 | 0.7012 |
454
- | 0.2727 | 8.9556 | 806 | 0.5035 | 0.7191 | 0.5035 | 0.7096 |
455
- | 0.2727 | 8.9778 | 808 | 0.5062 | 0.6858 | 0.5062 | 0.7115 |
456
- | 0.2727 | 9.0 | 810 | 0.5102 | 0.7007 | 0.5102 | 0.7143 |
457
- | 0.2727 | 9.0222 | 812 | 0.5343 | 0.6903 | 0.5343 | 0.7310 |
458
- | 0.2727 | 9.0444 | 814 | 0.5867 | 0.6325 | 0.5867 | 0.7660 |
459
- | 0.2727 | 9.0667 | 816 | 0.6267 | 0.5534 | 0.6267 | 0.7917 |
460
- | 0.2727 | 9.0889 | 818 | 0.6188 | 0.5798 | 0.6188 | 0.7866 |
461
- | 0.2727 | 9.1111 | 820 | 0.5909 | 0.6359 | 0.5909 | 0.7687 |
462
- | 0.2727 | 9.1333 | 822 | 0.5706 | 0.6128 | 0.5706 | 0.7554 |
463
- | 0.2727 | 9.1556 | 824 | 0.5562 | 0.6128 | 0.5562 | 0.7458 |
464
- | 0.2727 | 9.1778 | 826 | 0.5390 | 0.6296 | 0.5390 | 0.7342 |
465
- | 0.2727 | 9.2 | 828 | 0.5386 | 0.6262 | 0.5386 | 0.7339 |
466
- | 0.2727 | 9.2222 | 830 | 0.5377 | 0.6296 | 0.5377 | 0.7333 |
467
- | 0.2727 | 9.2444 | 832 | 0.5455 | 0.6186 | 0.5455 | 0.7386 |
468
- | 0.2727 | 9.2667 | 834 | 0.5691 | 0.6518 | 0.5691 | 0.7544 |
469
- | 0.2727 | 9.2889 | 836 | 0.5746 | 0.6445 | 0.5746 | 0.7580 |
470
- | 0.2727 | 9.3111 | 838 | 0.5795 | 0.6435 | 0.5795 | 0.7613 |
471
- | 0.2727 | 9.3333 | 840 | 0.5873 | 0.6311 | 0.5873 | 0.7663 |
472
- | 0.2727 | 9.3556 | 842 | 0.6054 | 0.6255 | 0.6054 | 0.7780 |
473
- | 0.2727 | 9.3778 | 844 | 0.6015 | 0.6255 | 0.6015 | 0.7756 |
474
- | 0.2727 | 9.4 | 846 | 0.5811 | 0.6311 | 0.5811 | 0.7623 |
475
- | 0.2727 | 9.4222 | 848 | 0.5823 | 0.6322 | 0.5823 | 0.7631 |
476
- | 0.2727 | 9.4444 | 850 | 0.5646 | 0.6445 | 0.5646 | 0.7514 |
477
- | 0.2727 | 9.4667 | 852 | 0.5348 | 0.6407 | 0.5348 | 0.7313 |
478
- | 0.2727 | 9.4889 | 854 | 0.5200 | 0.6417 | 0.5200 | 0.7211 |
479
- | 0.2727 | 9.5111 | 856 | 0.5269 | 0.6307 | 0.5269 | 0.7259 |
480
- | 0.2727 | 9.5333 | 858 | 0.5483 | 0.6343 | 0.5483 | 0.7404 |
481
- | 0.2727 | 9.5556 | 860 | 0.5667 | 0.5783 | 0.5667 | 0.7528 |
482
- | 0.2727 | 9.5778 | 862 | 0.5713 | 0.6254 | 0.5713 | 0.7559 |
483
- | 0.2727 | 9.6 | 864 | 0.5824 | 0.6128 | 0.5824 | 0.7631 |
484
- | 0.2727 | 9.6222 | 866 | 0.6063 | 0.6322 | 0.6063 | 0.7787 |
485
- | 0.2727 | 9.6444 | 868 | 0.6141 | 0.6397 | 0.6141 | 0.7836 |
486
- | 0.2727 | 9.6667 | 870 | 0.6249 | 0.6276 | 0.6249 | 0.7905 |
487
- | 0.2727 | 9.6889 | 872 | 0.6684 | 0.5442 | 0.6684 | 0.8175 |
488
- | 0.2727 | 9.7111 | 874 | 0.6774 | 0.5183 | 0.6774 | 0.8230 |
489
- | 0.2727 | 9.7333 | 876 | 0.6373 | 0.5986 | 0.6373 | 0.7983 |
490
- | 0.2727 | 9.7556 | 878 | 0.6030 | 0.6014 | 0.6030 | 0.7766 |
491
- | 0.2727 | 9.7778 | 880 | 0.5686 | 0.6833 | 0.5686 | 0.7541 |
492
- | 0.2727 | 9.8 | 882 | 0.5516 | 0.6850 | 0.5516 | 0.7427 |
493
- | 0.2727 | 9.8222 | 884 | 0.5503 | 0.7025 | 0.5503 | 0.7418 |
494
- | 0.2727 | 9.8444 | 886 | 0.5676 | 0.6557 | 0.5676 | 0.7534 |
495
- | 0.2727 | 9.8667 | 888 | 0.5838 | 0.5959 | 0.5838 | 0.7640 |
496
- | 0.2727 | 9.8889 | 890 | 0.5947 | 0.5959 | 0.5947 | 0.7711 |
497
- | 0.2727 | 9.9111 | 892 | 0.6038 | 0.5774 | 0.6038 | 0.7771 |
498
- | 0.2727 | 9.9333 | 894 | 0.6145 | 0.5774 | 0.6145 | 0.7839 |
499
- | 0.2727 | 9.9556 | 896 | 0.5889 | 0.5949 | 0.5889 | 0.7674 |
500
- | 0.2727 | 9.9778 | 898 | 0.5775 | 0.6445 | 0.5775 | 0.7599 |
501
- | 0.2727 | 10.0 | 900 | 0.5568 | 0.6445 | 0.5568 | 0.7462 |
502
- | 0.2727 | 10.0222 | 902 | 0.5323 | 0.6648 | 0.5323 | 0.7296 |
503
- | 0.2727 | 10.0444 | 904 | 0.5153 | 0.7305 | 0.5153 | 0.7178 |
504
- | 0.2727 | 10.0667 | 906 | 0.5194 | 0.7527 | 0.5194 | 0.7207 |
505
- | 0.2727 | 10.0889 | 908 | 0.5232 | 0.7305 | 0.5232 | 0.7233 |
506
- | 0.2727 | 10.1111 | 910 | 0.5199 | 0.7132 | 0.5199 | 0.7211 |
507
- | 0.2727 | 10.1333 | 912 | 0.5187 | 0.7132 | 0.5187 | 0.7202 |
508
- | 0.2727 | 10.1556 | 914 | 0.5319 | 0.6566 | 0.5319 | 0.7293 |
509
- | 0.2727 | 10.1778 | 916 | 0.5448 | 0.6606 | 0.5448 | 0.7381 |
510
- | 0.2727 | 10.2 | 918 | 0.5536 | 0.6407 | 0.5536 | 0.7441 |
511
- | 0.2727 | 10.2222 | 920 | 0.5561 | 0.6032 | 0.5561 | 0.7457 |
512
- | 0.2727 | 10.2444 | 922 | 0.5603 | 0.5796 | 0.5603 | 0.7485 |
513
- | 0.2727 | 10.2667 | 924 | 0.5528 | 0.5796 | 0.5528 | 0.7435 |
514
- | 0.2727 | 10.2889 | 926 | 0.5402 | 0.6254 | 0.5402 | 0.7350 |
515
- | 0.2727 | 10.3111 | 928 | 0.5380 | 0.6606 | 0.5380 | 0.7335 |
516
- | 0.2727 | 10.3333 | 930 | 0.5695 | 0.6405 | 0.5695 | 0.7547 |
517
- | 0.2727 | 10.3556 | 932 | 0.5916 | 0.6584 | 0.5916 | 0.7692 |
518
- | 0.2727 | 10.3778 | 934 | 0.5848 | 0.6291 | 0.5848 | 0.7648 |
519
- | 0.2727 | 10.4 | 936 | 0.5616 | 0.6557 | 0.5616 | 0.7494 |
520
- | 0.2727 | 10.4222 | 938 | 0.5430 | 0.6445 | 0.5430 | 0.7369 |
521
- | 0.2727 | 10.4444 | 940 | 0.5288 | 0.6380 | 0.5288 | 0.7272 |
522
- | 0.2727 | 10.4667 | 942 | 0.5231 | 0.6588 | 0.5231 | 0.7232 |
523
- | 0.2727 | 10.4889 | 944 | 0.5252 | 0.6456 | 0.5252 | 0.7247 |
524
- | 0.2727 | 10.5111 | 946 | 0.5886 | 0.6241 | 0.5886 | 0.7672 |
525
- | 0.2727 | 10.5333 | 948 | 0.7645 | 0.5918 | 0.7645 | 0.8743 |
526
- | 0.2727 | 10.5556 | 950 | 0.9039 | 0.5170 | 0.9039 | 0.9507 |
527
- | 0.2727 | 10.5778 | 952 | 0.9122 | 0.4982 | 0.9122 | 0.9551 |
528
- | 0.2727 | 10.6 | 954 | 0.8248 | 0.5417 | 0.8248 | 0.9082 |
529
- | 0.2727 | 10.6222 | 956 | 0.7398 | 0.5358 | 0.7398 | 0.8601 |
530
- | 0.2727 | 10.6444 | 958 | 0.6923 | 0.5433 | 0.6923 | 0.8320 |
531
 
532
 
533
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task5_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_OSS_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k19_task5_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: 0.6533
19
+ - Qwk: 0.5579
20
+ - Mse: 0.6533
21
+ - Rmse: 0.8082
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0211 | 2 | 3.8878 | -0.0172 | 3.8878 | 1.9717 |
53
+ | No log | 0.0421 | 4 | 2.1197 | 0.1266 | 2.1197 | 1.4559 |
54
+ | No log | 0.0632 | 6 | 1.4797 | -0.0267 | 1.4797 | 1.2164 |
55
+ | No log | 0.0842 | 8 | 1.0331 | 0.2288 | 1.0331 | 1.0164 |
56
+ | No log | 0.1053 | 10 | 1.1162 | 0.2944 | 1.1162 | 1.0565 |
57
+ | No log | 0.1263 | 12 | 1.0773 | 0.2865 | 1.0773 | 1.0379 |
58
+ | No log | 0.1474 | 14 | 1.0048 | 0.3519 | 1.0048 | 1.0024 |
59
+ | No log | 0.1684 | 16 | 0.9294 | 0.3583 | 0.9294 | 0.9640 |
60
+ | No log | 0.1895 | 18 | 0.9248 | 0.3561 | 0.9248 | 0.9617 |
61
+ | No log | 0.2105 | 20 | 0.9221 | 0.3646 | 0.9221 | 0.9602 |
62
+ | No log | 0.2316 | 22 | 0.9957 | 0.2857 | 0.9957 | 0.9978 |
63
+ | No log | 0.2526 | 24 | 1.4618 | 0.2803 | 1.4618 | 1.2091 |
64
+ | No log | 0.2737 | 26 | 1.6526 | 0.2742 | 1.6526 | 1.2855 |
65
+ | No log | 0.2947 | 28 | 1.2694 | 0.2667 | 1.2694 | 1.1267 |
66
+ | No log | 0.3158 | 30 | 0.9206 | 0.3143 | 0.9206 | 0.9595 |
67
+ | No log | 0.3368 | 32 | 0.8415 | 0.3837 | 0.8415 | 0.9173 |
68
+ | No log | 0.3579 | 34 | 0.9117 | 0.3883 | 0.9117 | 0.9548 |
69
+ | No log | 0.3789 | 36 | 0.9644 | 0.3629 | 0.9644 | 0.9820 |
70
+ | No log | 0.4 | 38 | 0.9809 | 0.3164 | 0.9809 | 0.9904 |
71
+ | No log | 0.4211 | 40 | 0.9453 | 0.3308 | 0.9453 | 0.9723 |
72
+ | No log | 0.4421 | 42 | 0.9269 | 0.2518 | 0.9269 | 0.9627 |
73
+ | No log | 0.4632 | 44 | 0.9438 | 0.3625 | 0.9438 | 0.9715 |
74
+ | No log | 0.4842 | 46 | 0.8691 | 0.4820 | 0.8691 | 0.9322 |
75
+ | No log | 0.5053 | 48 | 1.0037 | 0.3431 | 1.0037 | 1.0018 |
76
+ | No log | 0.5263 | 50 | 1.7812 | 0.1630 | 1.7812 | 1.3346 |
77
+ | No log | 0.5474 | 52 | 1.9082 | 0.1593 | 1.9082 | 1.3814 |
78
+ | No log | 0.5684 | 54 | 1.2591 | 0.3411 | 1.2591 | 1.1221 |
79
+ | No log | 0.5895 | 56 | 0.8387 | 0.4828 | 0.8387 | 0.9158 |
80
+ | No log | 0.6105 | 58 | 0.9062 | 0.4695 | 0.9062 | 0.9519 |
81
+ | No log | 0.6316 | 60 | 0.9663 | 0.4578 | 0.9663 | 0.9830 |
82
+ | No log | 0.6526 | 62 | 0.8854 | 0.4517 | 0.8854 | 0.9409 |
83
+ | No log | 0.6737 | 64 | 0.8050 | 0.5523 | 0.8050 | 0.8972 |
84
+ | No log | 0.6947 | 66 | 0.8164 | 0.4959 | 0.8164 | 0.9035 |
85
+ | No log | 0.7158 | 68 | 0.9288 | 0.4233 | 0.9288 | 0.9637 |
86
+ | No log | 0.7368 | 70 | 0.9111 | 0.4104 | 0.9111 | 0.9545 |
87
+ | No log | 0.7579 | 72 | 0.7187 | 0.5961 | 0.7187 | 0.8477 |
88
+ | No log | 0.7789 | 74 | 0.6712 | 0.5735 | 0.6712 | 0.8193 |
89
+ | No log | 0.8 | 76 | 0.6963 | 0.5480 | 0.6963 | 0.8345 |
90
+ | No log | 0.8211 | 78 | 0.7482 | 0.5260 | 0.7482 | 0.8650 |
91
+ | No log | 0.8421 | 80 | 0.7119 | 0.5832 | 0.7119 | 0.8438 |
92
+ | No log | 0.8632 | 82 | 0.7737 | 0.5769 | 0.7737 | 0.8796 |
93
+ | No log | 0.8842 | 84 | 0.8216 | 0.5489 | 0.8216 | 0.9064 |
94
+ | No log | 0.9053 | 86 | 0.8944 | 0.5671 | 0.8944 | 0.9457 |
95
+ | No log | 0.9263 | 88 | 0.9017 | 0.5744 | 0.9017 | 0.9496 |
96
+ | No log | 0.9474 | 90 | 0.8359 | 0.5917 | 0.8359 | 0.9143 |
97
+ | No log | 0.9684 | 92 | 0.7722 | 0.5680 | 0.7722 | 0.8787 |
98
+ | No log | 0.9895 | 94 | 0.7784 | 0.6046 | 0.7784 | 0.8823 |
99
+ | No log | 1.0105 | 96 | 0.7992 | 0.5893 | 0.7992 | 0.8940 |
100
+ | No log | 1.0316 | 98 | 0.7506 | 0.5949 | 0.7506 | 0.8664 |
101
+ | No log | 1.0526 | 100 | 0.6970 | 0.5439 | 0.6970 | 0.8349 |
102
+ | No log | 1.0737 | 102 | 0.6824 | 0.5066 | 0.6824 | 0.8261 |
103
+ | No log | 1.0947 | 104 | 0.6653 | 0.6022 | 0.6653 | 0.8156 |
104
+ | No log | 1.1158 | 106 | 0.8143 | 0.6640 | 0.8143 | 0.9024 |
105
+ | No log | 1.1368 | 108 | 0.9773 | 0.5543 | 0.9773 | 0.9886 |
106
+ | No log | 1.1579 | 110 | 0.8856 | 0.5956 | 0.8856 | 0.9411 |
107
+ | No log | 1.1789 | 112 | 0.6787 | 0.6724 | 0.6787 | 0.8238 |
108
+ | No log | 1.2 | 114 | 0.6127 | 0.6125 | 0.6127 | 0.7828 |
109
+ | No log | 1.2211 | 116 | 0.5913 | 0.6102 | 0.5913 | 0.7689 |
110
+ | No log | 1.2421 | 118 | 0.5910 | 0.6685 | 0.5910 | 0.7687 |
111
+ | No log | 1.2632 | 120 | 0.5799 | 0.6519 | 0.5799 | 0.7615 |
112
+ | No log | 1.2842 | 122 | 0.6040 | 0.6766 | 0.6040 | 0.7772 |
113
+ | No log | 1.3053 | 124 | 0.5820 | 0.6639 | 0.5820 | 0.7629 |
114
+ | No log | 1.3263 | 126 | 0.6125 | 0.6455 | 0.6125 | 0.7826 |
115
+ | No log | 1.3474 | 128 | 0.7026 | 0.6238 | 0.7026 | 0.8382 |
116
+ | No log | 1.3684 | 130 | 0.7485 | 0.6731 | 0.7485 | 0.8651 |
117
+ | No log | 1.3895 | 132 | 0.7067 | 0.6897 | 0.7067 | 0.8407 |
118
+ | No log | 1.4105 | 134 | 0.6204 | 0.6852 | 0.6204 | 0.7877 |
119
+ | No log | 1.4316 | 136 | 0.5575 | 0.5742 | 0.5575 | 0.7467 |
120
+ | No log | 1.4526 | 138 | 0.5991 | 0.6302 | 0.5991 | 0.7740 |
121
+ | No log | 1.4737 | 140 | 0.5776 | 0.6035 | 0.5776 | 0.7600 |
122
+ | No log | 1.4947 | 142 | 0.6134 | 0.6692 | 0.6134 | 0.7832 |
123
+ | No log | 1.5158 | 144 | 0.6538 | 0.6751 | 0.6538 | 0.8086 |
124
+ | No log | 1.5368 | 146 | 0.6311 | 0.6988 | 0.6311 | 0.7944 |
125
+ | No log | 1.5579 | 148 | 0.5874 | 0.6459 | 0.5874 | 0.7664 |
126
+ | No log | 1.5789 | 150 | 0.5548 | 0.6356 | 0.5548 | 0.7448 |
127
+ | No log | 1.6 | 152 | 0.5932 | 0.6626 | 0.5932 | 0.7702 |
128
+ | No log | 1.6211 | 154 | 0.6156 | 0.6867 | 0.6156 | 0.7846 |
129
+ | No log | 1.6421 | 156 | 0.6376 | 0.6900 | 0.6376 | 0.7985 |
130
+ | No log | 1.6632 | 158 | 0.5900 | 0.6518 | 0.5900 | 0.7681 |
131
+ | No log | 1.6842 | 160 | 0.6416 | 0.6599 | 0.6416 | 0.8010 |
132
+ | No log | 1.7053 | 162 | 0.6472 | 0.6470 | 0.6472 | 0.8045 |
133
+ | No log | 1.7263 | 164 | 0.5741 | 0.6667 | 0.5741 | 0.7577 |
134
+ | No log | 1.7474 | 166 | 0.6198 | 0.6412 | 0.6198 | 0.7873 |
135
+ | No log | 1.7684 | 168 | 0.7316 | 0.6199 | 0.7316 | 0.8553 |
136
+ | No log | 1.7895 | 170 | 0.6742 | 0.6301 | 0.6742 | 0.8211 |
137
+ | No log | 1.8105 | 172 | 0.6061 | 0.6028 | 0.6061 | 0.7785 |
138
+ | No log | 1.8316 | 174 | 0.5636 | 0.6545 | 0.5636 | 0.7507 |
139
+ | No log | 1.8526 | 176 | 0.5649 | 0.6578 | 0.5649 | 0.7516 |
140
+ | No log | 1.8737 | 178 | 0.5744 | 0.6743 | 0.5744 | 0.7579 |
141
+ | No log | 1.8947 | 180 | 0.5874 | 0.7048 | 0.5874 | 0.7664 |
142
+ | No log | 1.9158 | 182 | 0.5879 | 0.6877 | 0.5879 | 0.7667 |
143
+ | No log | 1.9368 | 184 | 0.5879 | 0.6833 | 0.5879 | 0.7667 |
144
+ | No log | 1.9579 | 186 | 0.6152 | 0.7144 | 0.6152 | 0.7843 |
145
+ | No log | 1.9789 | 188 | 0.6098 | 0.6981 | 0.6098 | 0.7809 |
146
+ | No log | 2.0 | 190 | 0.5754 | 0.7184 | 0.5754 | 0.7585 |
147
+ | No log | 2.0211 | 192 | 0.5352 | 0.6704 | 0.5352 | 0.7316 |
148
+ | No log | 2.0421 | 194 | 0.5745 | 0.7027 | 0.5745 | 0.7579 |
149
+ | No log | 2.0632 | 196 | 0.6462 | 0.6554 | 0.6462 | 0.8039 |
150
+ | No log | 2.0842 | 198 | 0.6697 | 0.6120 | 0.6697 | 0.8184 |
151
+ | No log | 2.1053 | 200 | 0.6014 | 0.6628 | 0.6014 | 0.7755 |
152
+ | No log | 2.1263 | 202 | 0.5472 | 0.6812 | 0.5472 | 0.7397 |
153
+ | No log | 2.1474 | 204 | 0.5398 | 0.6981 | 0.5398 | 0.7347 |
154
+ | No log | 2.1684 | 206 | 0.5347 | 0.7279 | 0.5347 | 0.7312 |
155
+ | No log | 2.1895 | 208 | 0.5194 | 0.7216 | 0.5194 | 0.7207 |
156
+ | No log | 2.2105 | 210 | 0.5148 | 0.7320 | 0.5148 | 0.7175 |
157
+ | No log | 2.2316 | 212 | 0.5397 | 0.7180 | 0.5397 | 0.7347 |
158
+ | No log | 2.2526 | 214 | 0.5512 | 0.7083 | 0.5512 | 0.7424 |
159
+ | No log | 2.2737 | 216 | 0.6078 | 0.6828 | 0.6078 | 0.7796 |
160
+ | No log | 2.2947 | 218 | 0.6092 | 0.6775 | 0.6092 | 0.7805 |
161
+ | No log | 2.3158 | 220 | 0.6017 | 0.6324 | 0.6017 | 0.7757 |
162
+ | No log | 2.3368 | 222 | 0.6682 | 0.6403 | 0.6682 | 0.8174 |
163
+ | No log | 2.3579 | 224 | 0.7419 | 0.6436 | 0.7419 | 0.8613 |
164
+ | No log | 2.3789 | 226 | 0.6821 | 0.6253 | 0.6821 | 0.8259 |
165
+ | No log | 2.4 | 228 | 0.5920 | 0.6051 | 0.5920 | 0.7694 |
166
+ | No log | 2.4211 | 230 | 0.5816 | 0.6562 | 0.5816 | 0.7626 |
167
+ | No log | 2.4421 | 232 | 0.5854 | 0.6429 | 0.5854 | 0.7651 |
168
+ | No log | 2.4632 | 234 | 0.6317 | 0.5988 | 0.6317 | 0.7948 |
169
+ | No log | 2.4842 | 236 | 0.7165 | 0.5895 | 0.7165 | 0.8464 |
170
+ | No log | 2.5053 | 238 | 0.6806 | 0.6269 | 0.6806 | 0.8250 |
171
+ | No log | 2.5263 | 240 | 0.5810 | 0.6157 | 0.5810 | 0.7622 |
172
+ | No log | 2.5474 | 242 | 0.5820 | 0.6330 | 0.5820 | 0.7629 |
173
+ | No log | 2.5684 | 244 | 0.6124 | 0.5554 | 0.6124 | 0.7826 |
174
+ | No log | 2.5895 | 246 | 0.6242 | 0.5770 | 0.6242 | 0.7900 |
175
+ | No log | 2.6105 | 248 | 0.6023 | 0.6473 | 0.6023 | 0.7761 |
176
+ | No log | 2.6316 | 250 | 0.5962 | 0.6399 | 0.5962 | 0.7721 |
177
+ | No log | 2.6526 | 252 | 0.5711 | 0.6843 | 0.5711 | 0.7557 |
178
+ | No log | 2.6737 | 254 | 0.5540 | 0.7083 | 0.5540 | 0.7443 |
179
+ | No log | 2.6947 | 256 | 0.5459 | 0.7083 | 0.5459 | 0.7388 |
180
+ | No log | 2.7158 | 258 | 0.5356 | 0.7318 | 0.5356 | 0.7318 |
181
+ | No log | 2.7368 | 260 | 0.5244 | 0.7501 | 0.5244 | 0.7241 |
182
+ | No log | 2.7579 | 262 | 0.5183 | 0.7189 | 0.5183 | 0.7199 |
183
+ | No log | 2.7789 | 264 | 0.5408 | 0.6736 | 0.5408 | 0.7354 |
184
+ | No log | 2.8 | 266 | 0.5723 | 0.6781 | 0.5723 | 0.7565 |
185
+ | No log | 2.8211 | 268 | 0.5631 | 0.6605 | 0.5631 | 0.7504 |
186
+ | No log | 2.8421 | 270 | 0.5412 | 0.7119 | 0.5412 | 0.7357 |
187
+ | No log | 2.8632 | 272 | 0.4984 | 0.7305 | 0.4984 | 0.7060 |
188
+ | No log | 2.8842 | 274 | 0.4878 | 0.7314 | 0.4878 | 0.6984 |
189
+ | No log | 2.9053 | 276 | 0.5185 | 0.7398 | 0.5185 | 0.7200 |
190
+ | No log | 2.9263 | 278 | 0.5765 | 0.7020 | 0.5765 | 0.7593 |
191
+ | No log | 2.9474 | 280 | 0.5671 | 0.7141 | 0.5671 | 0.7530 |
192
+ | No log | 2.9684 | 282 | 0.5548 | 0.6805 | 0.5548 | 0.7448 |
193
+ | No log | 2.9895 | 284 | 0.5914 | 0.6849 | 0.5914 | 0.7690 |
194
+ | No log | 3.0105 | 286 | 0.6614 | 0.5777 | 0.6614 | 0.8133 |
195
+ | No log | 3.0316 | 288 | 0.7040 | 0.5455 | 0.7040 | 0.8390 |
196
+ | No log | 3.0526 | 290 | 0.8083 | 0.5704 | 0.8083 | 0.8991 |
197
+ | No log | 3.0737 | 292 | 0.7866 | 0.5759 | 0.7866 | 0.8869 |
198
+ | No log | 3.0947 | 294 | 0.7487 | 0.5948 | 0.7487 | 0.8652 |
199
+ | No log | 3.1158 | 296 | 0.6771 | 0.5862 | 0.6771 | 0.8229 |
200
+ | No log | 3.1368 | 298 | 0.6439 | 0.5776 | 0.6439 | 0.8024 |
201
+ | No log | 3.1579 | 300 | 0.6805 | 0.5634 | 0.6805 | 0.8249 |
202
+ | No log | 3.1789 | 302 | 0.6570 | 0.5543 | 0.6570 | 0.8105 |
203
+ | No log | 3.2 | 304 | 0.6091 | 0.6421 | 0.6091 | 0.7804 |
204
+ | No log | 3.2211 | 306 | 0.5980 | 0.6528 | 0.5980 | 0.7733 |
205
+ | No log | 3.2421 | 308 | 0.6725 | 0.6371 | 0.6725 | 0.8200 |
206
+ | No log | 3.2632 | 310 | 0.7828 | 0.5495 | 0.7828 | 0.8848 |
207
+ | No log | 3.2842 | 312 | 0.7761 | 0.5198 | 0.7761 | 0.8810 |
208
+ | No log | 3.3053 | 314 | 0.6841 | 0.5766 | 0.6841 | 0.8271 |
209
+ | No log | 3.3263 | 316 | 0.6327 | 0.5948 | 0.6327 | 0.7954 |
210
+ | No log | 3.3474 | 318 | 0.6538 | 0.6564 | 0.6538 | 0.8086 |
211
+ | No log | 3.3684 | 320 | 0.6576 | 0.6564 | 0.6576 | 0.8109 |
212
+ | No log | 3.3895 | 322 | 0.6877 | 0.6753 | 0.6877 | 0.8293 |
213
+ | No log | 3.4105 | 324 | 0.6616 | 0.6640 | 0.6616 | 0.8134 |
214
+ | No log | 3.4316 | 326 | 0.7597 | 0.5769 | 0.7597 | 0.8716 |
215
+ | No log | 3.4526 | 328 | 0.7098 | 0.5963 | 0.7098 | 0.8425 |
216
+ | No log | 3.4737 | 330 | 0.6021 | 0.6365 | 0.6021 | 0.7760 |
217
+ | No log | 3.4947 | 332 | 0.6091 | 0.6097 | 0.6091 | 0.7804 |
218
+ | No log | 3.5158 | 334 | 0.6204 | 0.5626 | 0.6204 | 0.7876 |
219
+ | No log | 3.5368 | 336 | 0.6614 | 0.5821 | 0.6614 | 0.8133 |
220
+ | No log | 3.5579 | 338 | 0.6837 | 0.5677 | 0.6837 | 0.8268 |
221
+ | No log | 3.5789 | 340 | 0.6309 | 0.5776 | 0.6309 | 0.7943 |
222
+ | No log | 3.6 | 342 | 0.6150 | 0.7028 | 0.6150 | 0.7842 |
223
+ | No log | 3.6211 | 344 | 0.6085 | 0.7265 | 0.6085 | 0.7801 |
224
+ | No log | 3.6421 | 346 | 0.6103 | 0.7124 | 0.6103 | 0.7812 |
225
+ | No log | 3.6632 | 348 | 0.6387 | 0.6556 | 0.6387 | 0.7992 |
226
+ | No log | 3.6842 | 350 | 0.6024 | 0.6482 | 0.6024 | 0.7761 |
227
+ | No log | 3.7053 | 352 | 0.5739 | 0.6221 | 0.5739 | 0.7576 |
228
+ | No log | 3.7263 | 354 | 0.5625 | 0.5960 | 0.5625 | 0.7500 |
229
+ | No log | 3.7474 | 356 | 0.5572 | 0.6065 | 0.5572 | 0.7464 |
230
+ | No log | 3.7684 | 358 | 0.5579 | 0.6415 | 0.5579 | 0.7470 |
231
+ | No log | 3.7895 | 360 | 0.6144 | 0.5875 | 0.6144 | 0.7839 |
232
+ | No log | 3.8105 | 362 | 0.7103 | 0.6263 | 0.7103 | 0.8428 |
233
+ | No log | 3.8316 | 364 | 0.7617 | 0.5849 | 0.7617 | 0.8728 |
234
+ | No log | 3.8526 | 366 | 0.6813 | 0.6123 | 0.6813 | 0.8254 |
235
+ | No log | 3.8737 | 368 | 0.5977 | 0.5730 | 0.5977 | 0.7731 |
236
+ | No log | 3.8947 | 370 | 0.5824 | 0.6415 | 0.5824 | 0.7631 |
237
+ | No log | 3.9158 | 372 | 0.6284 | 0.5719 | 0.6284 | 0.7927 |
238
+ | No log | 3.9368 | 374 | 0.7763 | 0.5861 | 0.7763 | 0.8811 |
239
+ | No log | 3.9579 | 376 | 0.8683 | 0.5526 | 0.8683 | 0.9318 |
240
+ | No log | 3.9789 | 378 | 0.8511 | 0.5541 | 0.8511 | 0.9226 |
241
+ | No log | 4.0 | 380 | 0.7707 | 0.5110 | 0.7707 | 0.8779 |
242
+ | No log | 4.0211 | 382 | 0.6694 | 0.5970 | 0.6694 | 0.8182 |
243
+ | No log | 4.0421 | 384 | 0.5965 | 0.5810 | 0.5965 | 0.7723 |
244
+ | No log | 4.0632 | 386 | 0.5887 | 0.5882 | 0.5887 | 0.7673 |
245
+ | No log | 4.0842 | 388 | 0.5731 | 0.6354 | 0.5731 | 0.7570 |
246
+ | No log | 4.1053 | 390 | 0.6079 | 0.5622 | 0.6079 | 0.7797 |
247
+ | No log | 4.1263 | 392 | 0.6360 | 0.5666 | 0.6360 | 0.7975 |
248
+ | No log | 4.1474 | 394 | 0.6240 | 0.6141 | 0.6240 | 0.7900 |
249
+ | No log | 4.1684 | 396 | 0.5423 | 0.6835 | 0.5423 | 0.7364 |
250
+ | No log | 4.1895 | 398 | 0.5070 | 0.7064 | 0.5070 | 0.7120 |
251
+ | No log | 4.2105 | 400 | 0.5184 | 0.7124 | 0.5184 | 0.7200 |
252
+ | No log | 4.2316 | 402 | 0.5396 | 0.6919 | 0.5396 | 0.7346 |
253
+ | No log | 4.2526 | 404 | 0.5273 | 0.7158 | 0.5273 | 0.7261 |
254
+ | No log | 4.2737 | 406 | 0.5447 | 0.6820 | 0.5447 | 0.7381 |
255
+ | No log | 4.2947 | 408 | 0.5644 | 0.6545 | 0.5644 | 0.7512 |
256
+ | No log | 4.3158 | 410 | 0.5585 | 0.6903 | 0.5585 | 0.7473 |
257
+ | No log | 4.3368 | 412 | 0.5702 | 0.6365 | 0.5702 | 0.7551 |
258
+ | No log | 4.3579 | 414 | 0.5849 | 0.6243 | 0.5849 | 0.7648 |
259
+ | No log | 4.3789 | 416 | 0.6017 | 0.6560 | 0.6017 | 0.7757 |
260
+ | No log | 4.4 | 418 | 0.5974 | 0.6536 | 0.5974 | 0.7729 |
261
+ | No log | 4.4211 | 420 | 0.5706 | 0.6736 | 0.5706 | 0.7554 |
262
+ | No log | 4.4421 | 422 | 0.5678 | 0.6888 | 0.5678 | 0.7535 |
263
+ | No log | 4.4632 | 424 | 0.5452 | 0.6717 | 0.5452 | 0.7384 |
264
+ | No log | 4.4842 | 426 | 0.5519 | 0.6476 | 0.5519 | 0.7429 |
265
+ | No log | 4.5053 | 428 | 0.5809 | 0.6012 | 0.5809 | 0.7622 |
266
+ | No log | 4.5263 | 430 | 0.5737 | 0.6028 | 0.5737 | 0.7575 |
267
+ | No log | 4.5474 | 432 | 0.5678 | 0.6335 | 0.5678 | 0.7535 |
268
+ | No log | 4.5684 | 434 | 0.5670 | 0.6370 | 0.5670 | 0.7530 |
269
+ | No log | 4.5895 | 436 | 0.5803 | 0.6335 | 0.5803 | 0.7618 |
270
+ | No log | 4.6105 | 438 | 0.6320 | 0.5566 | 0.6320 | 0.7950 |
271
+ | No log | 4.6316 | 440 | 0.5985 | 0.5688 | 0.5985 | 0.7736 |
272
+ | No log | 4.6526 | 442 | 0.5302 | 0.6853 | 0.5302 | 0.7282 |
273
+ | No log | 4.6737 | 444 | 0.4971 | 0.7064 | 0.4971 | 0.7051 |
274
+ | No log | 4.6947 | 446 | 0.4973 | 0.6935 | 0.4973 | 0.7052 |
275
+ | No log | 4.7158 | 448 | 0.5041 | 0.7054 | 0.5041 | 0.7100 |
276
+ | No log | 4.7368 | 450 | 0.5150 | 0.7294 | 0.5150 | 0.7176 |
277
+ | No log | 4.7579 | 452 | 0.5173 | 0.6877 | 0.5173 | 0.7192 |
278
+ | No log | 4.7789 | 454 | 0.5255 | 0.6680 | 0.5255 | 0.7249 |
279
+ | No log | 4.8 | 456 | 0.5260 | 0.6680 | 0.5260 | 0.7252 |
280
+ | No log | 4.8211 | 458 | 0.5206 | 0.6501 | 0.5206 | 0.7216 |
281
+ | No log | 4.8421 | 460 | 0.5250 | 0.6835 | 0.5250 | 0.7246 |
282
+ | No log | 4.8632 | 462 | 0.5130 | 0.7003 | 0.5130 | 0.7163 |
283
+ | No log | 4.8842 | 464 | 0.5341 | 0.6406 | 0.5341 | 0.7308 |
284
+ | No log | 4.9053 | 466 | 0.5450 | 0.6188 | 0.5450 | 0.7382 |
285
+ | No log | 4.9263 | 468 | 0.5599 | 0.6520 | 0.5599 | 0.7483 |
286
+ | No log | 4.9474 | 470 | 0.5976 | 0.6225 | 0.5976 | 0.7730 |
287
+ | No log | 4.9684 | 472 | 0.5526 | 0.6476 | 0.5526 | 0.7434 |
288
+ | No log | 4.9895 | 474 | 0.5349 | 0.6756 | 0.5349 | 0.7313 |
289
+ | No log | 5.0105 | 476 | 0.5444 | 0.6938 | 0.5444 | 0.7378 |
290
+ | No log | 5.0316 | 478 | 0.5439 | 0.6568 | 0.5439 | 0.7375 |
291
+ | No log | 5.0526 | 480 | 0.5801 | 0.6753 | 0.5801 | 0.7616 |
292
+ | No log | 5.0737 | 482 | 0.7030 | 0.6260 | 0.7030 | 0.8384 |
293
+ | No log | 5.0947 | 484 | 0.7308 | 0.6439 | 0.7308 | 0.8549 |
294
+ | No log | 5.1158 | 486 | 0.6374 | 0.5930 | 0.6374 | 0.7984 |
295
+ | No log | 5.1368 | 488 | 0.5605 | 0.6476 | 0.5605 | 0.7487 |
296
+ | No log | 5.1579 | 490 | 0.5499 | 0.6602 | 0.5499 | 0.7415 |
297
+ | No log | 5.1789 | 492 | 0.5551 | 0.6572 | 0.5551 | 0.7450 |
298
+ | No log | 5.2 | 494 | 0.5499 | 0.6820 | 0.5499 | 0.7416 |
299
+ | No log | 5.2211 | 496 | 0.5854 | 0.6169 | 0.5854 | 0.7651 |
300
+ | No log | 5.2421 | 498 | 0.6682 | 0.6115 | 0.6682 | 0.8174 |
301
+ | 0.3146 | 5.2632 | 500 | 0.7250 | 0.6235 | 0.7250 | 0.8515 |
302
+ | 0.3146 | 5.2842 | 502 | 0.6909 | 0.6301 | 0.6909 | 0.8312 |
303
+ | 0.3146 | 5.3053 | 504 | 0.6623 | 0.6309 | 0.6623 | 0.8138 |
304
+ | 0.3146 | 5.3263 | 506 | 0.6058 | 0.5766 | 0.6058 | 0.7784 |
305
+ | 0.3146 | 5.3474 | 508 | 0.5627 | 0.6501 | 0.5627 | 0.7501 |
306
+ | 0.3146 | 5.3684 | 510 | 0.5597 | 0.6501 | 0.5597 | 0.7481 |
307
+ | 0.3146 | 5.3895 | 512 | 0.5917 | 0.5953 | 0.5917 | 0.7692 |
308
+ | 0.3146 | 5.4105 | 514 | 0.6606 | 0.6019 | 0.6606 | 0.8127 |
309
+ | 0.3146 | 5.4316 | 516 | 0.7507 | 0.6260 | 0.7507 | 0.8664 |
310
+ | 0.3146 | 5.4526 | 518 | 0.8735 | 0.5965 | 0.8735 | 0.9346 |
311
+ | 0.3146 | 5.4737 | 520 | 0.8611 | 0.6011 | 0.8611 | 0.9280 |
312
+ | 0.3146 | 5.4947 | 522 | 0.7846 | 0.4987 | 0.7846 | 0.8857 |
313
+ | 0.3146 | 5.5158 | 524 | 0.6931 | 0.5346 | 0.6931 | 0.8325 |
314
+ | 0.3146 | 5.5368 | 526 | 0.6533 | 0.5579 | 0.6533 | 0.8082 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
315
 
316
 
317
  ### Framework versions