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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k3_task1_organization

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  1. README.md +264 -511
  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_run2_AugV5_k3_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_run2_AugV5_k3_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: 0.6787
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- - Qwk: 0.7517
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- - Mse: 0.6787
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- - Rmse: 0.8238
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  ## Model description
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@@ -49,511 +49,264 @@ 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 | 0.1333 | 2 | 7.1363 | 0.0 | 7.1363 | 2.6714 |
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- | No log | 0.2667 | 4 | 4.3575 | 0.1044 | 4.3575 | 2.0875 |
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- | No log | 0.4 | 6 | 3.1148 | 0.0599 | 3.1148 | 1.7649 |
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- | No log | 0.5333 | 8 | 3.2841 | 0.0130 | 3.2841 | 1.8122 |
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- | No log | 0.6667 | 10 | 3.4122 | -0.0637 | 3.4122 | 1.8472 |
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- | No log | 0.8 | 12 | 2.1827 | 0.0500 | 2.1827 | 1.4774 |
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- | No log | 0.9333 | 14 | 1.8154 | 0.1538 | 1.8154 | 1.3474 |
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- | No log | 1.0667 | 16 | 1.8828 | 0.1346 | 1.8828 | 1.3721 |
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- | No log | 1.2 | 18 | 1.8498 | 0.1165 | 1.8498 | 1.3601 |
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- | No log | 1.3333 | 20 | 1.7595 | 0.0396 | 1.7595 | 1.3265 |
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- | No log | 1.4667 | 22 | 1.5720 | 0.1524 | 1.5720 | 1.2538 |
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- | No log | 1.6 | 24 | 1.5567 | 0.2124 | 1.5567 | 1.2477 |
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- | No log | 1.7333 | 26 | 1.8363 | 0.3231 | 1.8363 | 1.3551 |
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- | No log | 1.8667 | 28 | 1.8032 | 0.3817 | 1.8032 | 1.3428 |
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- | No log | 2.0 | 30 | 1.5666 | 0.4032 | 1.5666 | 1.2517 |
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- | No log | 2.1333 | 32 | 1.4537 | 0.3390 | 1.4537 | 1.2057 |
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- | No log | 2.2667 | 34 | 1.4980 | 0.3529 | 1.4980 | 1.2239 |
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- | No log | 2.4 | 36 | 1.5038 | 0.4228 | 1.5038 | 1.2263 |
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- | No log | 2.5333 | 38 | 1.3975 | 0.2931 | 1.3975 | 1.1822 |
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- | No log | 2.6667 | 40 | 1.2377 | 0.3333 | 1.2377 | 1.1125 |
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- | No log | 2.8 | 42 | 1.1838 | 0.4174 | 1.1838 | 1.0880 |
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- | No log | 2.9333 | 44 | 1.2976 | 0.3684 | 1.2976 | 1.1391 |
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- | No log | 3.0667 | 46 | 1.4628 | 0.2243 | 1.4628 | 1.2095 |
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- | No log | 3.2 | 48 | 1.5133 | 0.3276 | 1.5133 | 1.2302 |
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- | No log | 3.3333 | 50 | 1.3786 | 0.4320 | 1.3786 | 1.1741 |
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- | No log | 3.4667 | 52 | 1.2667 | 0.5373 | 1.2667 | 1.1255 |
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- | No log | 3.6 | 54 | 1.3960 | 0.5298 | 1.3960 | 1.1815 |
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- | No log | 3.7333 | 56 | 1.3987 | 0.5263 | 1.3987 | 1.1827 |
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- | No log | 3.8667 | 58 | 1.2132 | 0.5733 | 1.2132 | 1.1014 |
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- | No log | 4.0 | 60 | 0.9722 | 0.6164 | 0.9722 | 0.9860 |
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- | No log | 4.1333 | 62 | 0.9078 | 0.6308 | 0.9078 | 0.9528 |
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- | No log | 4.2667 | 64 | 0.9303 | 0.5827 | 0.9303 | 0.9645 |
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- | No log | 4.4 | 66 | 1.0123 | 0.528 | 1.0123 | 1.0062 |
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- | No log | 4.5333 | 68 | 1.0874 | 0.5344 | 1.0874 | 1.0428 |
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- | No log | 4.6667 | 70 | 1.2660 | 0.5113 | 1.2660 | 1.1252 |
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- | No log | 4.8 | 72 | 1.3282 | 0.5205 | 1.3282 | 1.1525 |
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- | No log | 4.9333 | 74 | 1.0946 | 0.6267 | 1.0946 | 1.0462 |
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- | No log | 5.0667 | 76 | 0.9228 | 0.6438 | 0.9228 | 0.9606 |
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- | No log | 5.2 | 78 | 0.8659 | 0.6324 | 0.8659 | 0.9306 |
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- | No log | 5.3333 | 80 | 0.9288 | 0.6074 | 0.9288 | 0.9638 |
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- | No log | 5.4667 | 82 | 1.0097 | 0.528 | 1.0097 | 1.0048 |
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- | No log | 5.6 | 84 | 1.0021 | 0.5781 | 1.0021 | 1.0010 |
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- | No log | 5.7333 | 86 | 1.0000 | 0.5581 | 1.0000 | 1.0000 |
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- | No log | 5.8667 | 88 | 1.0599 | 0.5630 | 1.0599 | 1.0295 |
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- | No log | 6.0 | 90 | 1.0098 | 0.5970 | 1.0098 | 1.0049 |
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- | No log | 6.1333 | 92 | 0.9088 | 0.6423 | 0.9088 | 0.9533 |
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- | No log | 6.2667 | 94 | 0.9083 | 0.6370 | 0.9083 | 0.9530 |
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- | No log | 6.4 | 96 | 0.8994 | 0.6418 | 0.8994 | 0.9484 |
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- | No log | 6.5333 | 98 | 0.8869 | 0.6260 | 0.8869 | 0.9417 |
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- | No log | 6.6667 | 100 | 0.8705 | 0.6222 | 0.8705 | 0.9330 |
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- | No log | 6.8 | 102 | 0.8900 | 0.6901 | 0.8900 | 0.9434 |
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- | No log | 6.9333 | 104 | 0.8881 | 0.6901 | 0.8881 | 0.9424 |
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- | No log | 7.0667 | 106 | 0.8079 | 0.6714 | 0.8079 | 0.8989 |
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- | No log | 7.2 | 108 | 0.7927 | 0.6806 | 0.7927 | 0.8903 |
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- | No log | 7.3333 | 110 | 0.8790 | 0.6667 | 0.8790 | 0.9376 |
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- | No log | 7.4667 | 112 | 0.9904 | 0.6119 | 0.9904 | 0.9952 |
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- | No log | 7.6 | 114 | 1.0279 | 0.6119 | 1.0279 | 1.0139 |
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- | No log | 7.7333 | 116 | 1.0837 | 0.6165 | 1.0837 | 1.0410 |
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- | No log | 7.8667 | 118 | 1.0869 | 0.5714 | 1.0869 | 1.0426 |
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- | No log | 8.0 | 120 | 0.9057 | 0.6308 | 0.9057 | 0.9517 |
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- | No log | 8.1333 | 122 | 0.7993 | 0.6617 | 0.7993 | 0.8940 |
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- | No log | 8.2667 | 124 | 0.8136 | 0.6575 | 0.8136 | 0.9020 |
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- | No log | 8.4 | 126 | 0.7739 | 0.6849 | 0.7739 | 0.8797 |
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- | No log | 8.5333 | 128 | 0.7055 | 0.7682 | 0.7055 | 0.8400 |
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- | No log | 8.6667 | 130 | 0.7358 | 0.7152 | 0.7358 | 0.8578 |
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- | No log | 8.8 | 132 | 0.8409 | 0.7042 | 0.8409 | 0.9170 |
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- | No log | 8.9333 | 134 | 0.9346 | 0.6569 | 0.9346 | 0.9668 |
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- | No log | 9.0667 | 136 | 0.9673 | 0.6618 | 0.9673 | 0.9835 |
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- | No log | 9.2 | 138 | 0.9584 | 0.6901 | 0.9584 | 0.9790 |
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- | No log | 9.3333 | 140 | 0.8945 | 0.6164 | 0.8945 | 0.9458 |
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- | No log | 9.4667 | 142 | 0.8012 | 0.7123 | 0.8012 | 0.8951 |
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- | No log | 9.6 | 144 | 0.7684 | 0.7067 | 0.7684 | 0.8766 |
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- | No log | 9.7333 | 146 | 0.7820 | 0.7114 | 0.7820 | 0.8843 |
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- | No log | 9.8667 | 148 | 0.7825 | 0.7075 | 0.7825 | 0.8846 |
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- | No log | 10.0 | 150 | 0.8068 | 0.6944 | 0.8068 | 0.8982 |
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- | No log | 10.1333 | 152 | 0.9188 | 0.6715 | 0.9188 | 0.9585 |
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- | No log | 10.2667 | 154 | 0.9228 | 0.6471 | 0.9228 | 0.9606 |
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- | No log | 10.4 | 156 | 0.8859 | 0.6857 | 0.8859 | 0.9412 |
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- | No log | 10.5333 | 158 | 0.8696 | 0.6815 | 0.8696 | 0.9325 |
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- | No log | 10.6667 | 160 | 0.8847 | 0.6815 | 0.8847 | 0.9406 |
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- | No log | 10.8 | 162 | 0.9556 | 0.6377 | 0.9556 | 0.9775 |
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- | No log | 10.9333 | 164 | 1.0598 | 0.5775 | 1.0598 | 1.0295 |
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- | No log | 11.0667 | 166 | 0.9837 | 0.6395 | 0.9837 | 0.9918 |
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- | No log | 11.2 | 168 | 0.7940 | 0.7034 | 0.7940 | 0.8911 |
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- | No log | 11.3333 | 170 | 0.7187 | 0.7123 | 0.7187 | 0.8477 |
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- | No log | 11.4667 | 172 | 0.7479 | 0.7347 | 0.7479 | 0.8648 |
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- | No log | 11.6 | 174 | 0.7831 | 0.7550 | 0.7831 | 0.8850 |
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- | No log | 11.7333 | 176 | 0.7492 | 0.7517 | 0.7492 | 0.8656 |
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- | No log | 11.8667 | 178 | 0.7879 | 0.6667 | 0.7879 | 0.8877 |
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- | No log | 12.0 | 180 | 0.8900 | 0.6620 | 0.8900 | 0.9434 |
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- | No log | 12.1333 | 182 | 0.8616 | 0.6324 | 0.8616 | 0.9282 |
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- | No log | 12.2667 | 184 | 0.8345 | 0.6471 | 0.8345 | 0.9135 |
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- | No log | 12.4 | 186 | 0.8331 | 0.6667 | 0.8331 | 0.9127 |
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- | No log | 12.5333 | 188 | 0.7882 | 0.6763 | 0.7882 | 0.8878 |
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- | No log | 12.6667 | 190 | 0.7268 | 0.7083 | 0.7268 | 0.8525 |
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- | No log | 12.8 | 192 | 0.6988 | 0.7361 | 0.6988 | 0.8359 |
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- | No log | 12.9333 | 194 | 0.6930 | 0.7273 | 0.6930 | 0.8325 |
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- | No log | 13.0667 | 196 | 0.7010 | 0.7222 | 0.7010 | 0.8373 |
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- | No log | 13.2 | 198 | 0.6728 | 0.7222 | 0.6728 | 0.8202 |
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- | No log | 13.3333 | 200 | 0.6453 | 0.7586 | 0.6453 | 0.8033 |
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- | No log | 13.4667 | 202 | 0.6953 | 0.7310 | 0.6953 | 0.8339 |
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- | No log | 13.6 | 204 | 0.8081 | 0.7 | 0.8081 | 0.8989 |
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- | No log | 13.7333 | 206 | 0.8794 | 0.6809 | 0.8794 | 0.9378 |
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- | No log | 13.8667 | 208 | 0.9133 | 0.6569 | 0.9133 | 0.9557 |
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- | No log | 14.0 | 210 | 0.8916 | 0.6809 | 0.8916 | 0.9443 |
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- | No log | 14.1333 | 212 | 0.8511 | 0.7 | 0.8511 | 0.9226 |
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- | No log | 14.2667 | 214 | 0.8456 | 0.6763 | 0.8456 | 0.9196 |
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- | No log | 14.4 | 216 | 0.8441 | 0.6857 | 0.8441 | 0.9188 |
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- | No log | 14.5333 | 218 | 0.8414 | 0.6715 | 0.8414 | 0.9173 |
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- | No log | 14.6667 | 220 | 0.8466 | 0.6809 | 0.8466 | 0.9201 |
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- | No log | 14.8 | 222 | 0.8619 | 0.7123 | 0.8619 | 0.9284 |
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- | No log | 14.9333 | 224 | 0.9534 | 0.6447 | 0.9534 | 0.9764 |
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- | No log | 15.0667 | 226 | 0.9730 | 0.6711 | 0.9730 | 0.9864 |
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- | No log | 15.2 | 228 | 0.9063 | 0.6438 | 0.9063 | 0.9520 |
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- | No log | 15.3333 | 230 | 0.8295 | 0.7432 | 0.8295 | 0.9108 |
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- | No log | 15.4667 | 232 | 0.8224 | 0.7083 | 0.8224 | 0.9069 |
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- | No log | 15.6 | 234 | 0.8038 | 0.7183 | 0.8038 | 0.8966 |
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- | No log | 15.7333 | 236 | 0.8253 | 0.7397 | 0.8253 | 0.9084 |
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- | No log | 15.8667 | 238 | 0.8884 | 0.6301 | 0.8884 | 0.9426 |
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- | No log | 16.0 | 240 | 1.0313 | 0.6154 | 1.0313 | 1.0155 |
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- | No log | 16.1333 | 242 | 1.0622 | 0.5960 | 1.0622 | 1.0306 |
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- | No log | 16.2667 | 244 | 0.9195 | 0.6187 | 0.9195 | 0.9589 |
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- | No log | 16.4 | 246 | 0.8043 | 0.6861 | 0.8043 | 0.8968 |
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- | No log | 16.5333 | 248 | 0.7978 | 0.6901 | 0.7978 | 0.8932 |
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- | No log | 16.6667 | 250 | 0.7944 | 0.7222 | 0.7944 | 0.8913 |
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- | No log | 16.8 | 252 | 0.7797 | 0.6522 | 0.7797 | 0.8830 |
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- | No log | 16.9333 | 254 | 0.8424 | 0.6667 | 0.8424 | 0.9178 |
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- | No log | 17.0667 | 256 | 0.9231 | 0.6154 | 0.9231 | 0.9608 |
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- | No log | 17.2 | 258 | 0.8908 | 0.6479 | 0.8908 | 0.9438 |
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- | No log | 17.3333 | 260 | 0.7987 | 0.7133 | 0.7987 | 0.8937 |
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- | No log | 17.4667 | 262 | 0.7657 | 0.6667 | 0.7657 | 0.8751 |
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- | No log | 17.6 | 264 | 0.7603 | 0.7273 | 0.7603 | 0.8720 |
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- | No log | 17.7333 | 266 | 0.7589 | 0.7172 | 0.7589 | 0.8711 |
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- | No log | 17.8667 | 268 | 0.7625 | 0.7397 | 0.7625 | 0.8732 |
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- | No log | 18.0 | 270 | 0.7721 | 0.7550 | 0.7721 | 0.8787 |
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- | No log | 18.1333 | 272 | 0.7931 | 0.7383 | 0.7931 | 0.8905 |
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- | No log | 18.2667 | 274 | 0.8064 | 0.6993 | 0.8064 | 0.8980 |
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- | No log | 18.4 | 276 | 0.8560 | 0.6715 | 0.8560 | 0.9252 |
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- | No log | 18.5333 | 278 | 0.9423 | 0.6099 | 0.9423 | 0.9707 |
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- | No log | 18.6667 | 280 | 1.0061 | 0.5915 | 1.0061 | 1.0031 |
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- | No log | 18.8 | 282 | 0.9500 | 0.5816 | 0.9500 | 0.9747 |
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- | No log | 18.9333 | 284 | 0.8827 | 0.6667 | 0.8827 | 0.9395 |
194
- | No log | 19.0667 | 286 | 0.8751 | 0.6763 | 0.8751 | 0.9355 |
195
- | No log | 19.2 | 288 | 0.9201 | 0.6174 | 0.9201 | 0.9592 |
196
- | No log | 19.3333 | 290 | 0.9517 | 0.6667 | 0.9517 | 0.9755 |
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- | No log | 19.4667 | 292 | 0.9301 | 0.6748 | 0.9301 | 0.9644 |
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- | No log | 19.6 | 294 | 0.7988 | 0.7073 | 0.7988 | 0.8938 |
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- | No log | 19.7333 | 296 | 0.6975 | 0.7381 | 0.6975 | 0.8351 |
200
- | No log | 19.8667 | 298 | 0.6855 | 0.7381 | 0.6855 | 0.8280 |
201
- | No log | 20.0 | 300 | 0.7428 | 0.7531 | 0.7428 | 0.8619 |
202
- | No log | 20.1333 | 302 | 0.8699 | 0.6624 | 0.8699 | 0.9327 |
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- | No log | 20.2667 | 304 | 0.9470 | 0.6456 | 0.9470 | 0.9731 |
204
- | No log | 20.4 | 306 | 0.8798 | 0.6538 | 0.8798 | 0.9380 |
205
- | No log | 20.5333 | 308 | 0.7858 | 0.7152 | 0.7858 | 0.8865 |
206
- | No log | 20.6667 | 310 | 0.7762 | 0.6974 | 0.7762 | 0.8810 |
207
- | No log | 20.8 | 312 | 0.8066 | 0.6753 | 0.8066 | 0.8981 |
208
- | No log | 20.9333 | 314 | 0.8282 | 0.6887 | 0.8282 | 0.9101 |
209
- | No log | 21.0667 | 316 | 0.7856 | 0.75 | 0.7856 | 0.8864 |
210
- | No log | 21.2 | 318 | 0.7214 | 0.7310 | 0.7214 | 0.8493 |
211
- | No log | 21.3333 | 320 | 0.6965 | 0.7417 | 0.6965 | 0.8346 |
212
- | No log | 21.4667 | 322 | 0.6884 | 0.7532 | 0.6884 | 0.8297 |
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- | No log | 21.6 | 324 | 0.6854 | 0.7467 | 0.6854 | 0.8279 |
214
- | No log | 21.7333 | 326 | 0.7024 | 0.7651 | 0.7024 | 0.8381 |
215
- | No log | 21.8667 | 328 | 0.7400 | 0.7285 | 0.7400 | 0.8602 |
216
- | No log | 22.0 | 330 | 0.7830 | 0.7248 | 0.7830 | 0.8849 |
217
- | No log | 22.1333 | 332 | 0.7933 | 0.7075 | 0.7933 | 0.8907 |
218
- | No log | 22.2667 | 334 | 0.7998 | 0.6800 | 0.7998 | 0.8943 |
219
- | No log | 22.4 | 336 | 0.7842 | 0.6993 | 0.7842 | 0.8855 |
220
- | No log | 22.5333 | 338 | 0.7764 | 0.7237 | 0.7764 | 0.8811 |
221
- | No log | 22.6667 | 340 | 0.7687 | 0.7083 | 0.7687 | 0.8767 |
222
- | No log | 22.8 | 342 | 0.7955 | 0.7075 | 0.7955 | 0.8919 |
223
- | No log | 22.9333 | 344 | 0.8172 | 0.6944 | 0.8172 | 0.9040 |
224
- | No log | 23.0667 | 346 | 0.8288 | 0.6993 | 0.8288 | 0.9104 |
225
- | No log | 23.2 | 348 | 0.8016 | 0.7222 | 0.8016 | 0.8953 |
226
- | No log | 23.3333 | 350 | 0.7678 | 0.7383 | 0.7678 | 0.8763 |
227
- | No log | 23.4667 | 352 | 0.7641 | 0.7260 | 0.7641 | 0.8742 |
228
- | No log | 23.6 | 354 | 0.7513 | 0.7517 | 0.7513 | 0.8668 |
229
- | No log | 23.7333 | 356 | 0.7265 | 0.7843 | 0.7265 | 0.8523 |
230
- | No log | 23.8667 | 358 | 0.7223 | 0.7843 | 0.7223 | 0.8499 |
231
- | No log | 24.0 | 360 | 0.7337 | 0.7792 | 0.7337 | 0.8566 |
232
- | No log | 24.1333 | 362 | 0.7489 | 0.7368 | 0.7489 | 0.8654 |
233
- | No log | 24.2667 | 364 | 0.7804 | 0.7211 | 0.7804 | 0.8834 |
234
- | No log | 24.4 | 366 | 0.8412 | 0.7075 | 0.8412 | 0.9172 |
235
- | No log | 24.5333 | 368 | 0.8586 | 0.6993 | 0.8586 | 0.9266 |
236
- | No log | 24.6667 | 370 | 0.8408 | 0.6761 | 0.8408 | 0.9169 |
237
- | No log | 24.8 | 372 | 0.8409 | 0.6618 | 0.8409 | 0.9170 |
238
- | No log | 24.9333 | 374 | 0.8154 | 0.6618 | 0.8154 | 0.9030 |
239
- | No log | 25.0667 | 376 | 0.8087 | 0.6866 | 0.8087 | 0.8993 |
240
- | No log | 25.2 | 378 | 0.7853 | 0.6815 | 0.7853 | 0.8862 |
241
- | No log | 25.3333 | 380 | 0.7537 | 0.6861 | 0.7537 | 0.8681 |
242
- | No log | 25.4667 | 382 | 0.7252 | 0.7483 | 0.7252 | 0.8516 |
243
- | No log | 25.6 | 384 | 0.7045 | 0.7432 | 0.7045 | 0.8394 |
244
- | No log | 25.7333 | 386 | 0.7079 | 0.7368 | 0.7079 | 0.8414 |
245
- | No log | 25.8667 | 388 | 0.7174 | 0.7260 | 0.7174 | 0.8470 |
246
- | No log | 26.0 | 390 | 0.7343 | 0.7222 | 0.7343 | 0.8569 |
247
- | No log | 26.1333 | 392 | 0.7652 | 0.7222 | 0.7652 | 0.8748 |
248
- | No log | 26.2667 | 394 | 0.7844 | 0.7050 | 0.7844 | 0.8857 |
249
- | No log | 26.4 | 396 | 0.7937 | 0.6861 | 0.7937 | 0.8909 |
250
- | No log | 26.5333 | 398 | 0.8029 | 0.7194 | 0.8029 | 0.8960 |
251
- | No log | 26.6667 | 400 | 0.7857 | 0.6939 | 0.7857 | 0.8864 |
252
- | No log | 26.8 | 402 | 0.7713 | 0.7067 | 0.7713 | 0.8783 |
253
- | No log | 26.9333 | 404 | 0.7490 | 0.7020 | 0.7490 | 0.8655 |
254
- | No log | 27.0667 | 406 | 0.7396 | 0.7222 | 0.7396 | 0.8600 |
255
- | No log | 27.2 | 408 | 0.7473 | 0.7376 | 0.7473 | 0.8645 |
256
- | No log | 27.3333 | 410 | 0.7870 | 0.7027 | 0.7870 | 0.8871 |
257
- | No log | 27.4667 | 412 | 0.8296 | 0.6711 | 0.8296 | 0.9108 |
258
- | No log | 27.6 | 414 | 0.7971 | 0.7162 | 0.7971 | 0.8928 |
259
- | No log | 27.7333 | 416 | 0.7486 | 0.7248 | 0.7486 | 0.8652 |
260
- | No log | 27.8667 | 418 | 0.7176 | 0.7534 | 0.7176 | 0.8471 |
261
- | No log | 28.0 | 420 | 0.7163 | 0.7467 | 0.7163 | 0.8463 |
262
- | No log | 28.1333 | 422 | 0.7441 | 0.7582 | 0.7441 | 0.8626 |
263
- | No log | 28.2667 | 424 | 0.7833 | 0.6980 | 0.7833 | 0.8851 |
264
- | No log | 28.4 | 426 | 0.7959 | 0.6980 | 0.7959 | 0.8921 |
265
- | No log | 28.5333 | 428 | 0.8255 | 0.6803 | 0.8255 | 0.9086 |
266
- | No log | 28.6667 | 430 | 0.8572 | 0.6803 | 0.8572 | 0.9259 |
267
- | No log | 28.8 | 432 | 0.8976 | 0.6571 | 0.8976 | 0.9474 |
268
- | No log | 28.9333 | 434 | 0.8982 | 0.6423 | 0.8982 | 0.9478 |
269
- | No log | 29.0667 | 436 | 0.8404 | 0.6667 | 0.8404 | 0.9167 |
270
- | No log | 29.2 | 438 | 0.7924 | 0.7059 | 0.7924 | 0.8902 |
271
- | No log | 29.3333 | 440 | 0.7515 | 0.6815 | 0.7515 | 0.8669 |
272
- | No log | 29.4667 | 442 | 0.7192 | 0.7586 | 0.7192 | 0.8480 |
273
- | No log | 29.6 | 444 | 0.7270 | 0.7237 | 0.7270 | 0.8526 |
274
- | No log | 29.7333 | 446 | 0.7538 | 0.6923 | 0.7538 | 0.8682 |
275
- | No log | 29.8667 | 448 | 0.8108 | 0.7013 | 0.8108 | 0.9004 |
276
- | No log | 30.0 | 450 | 0.7920 | 0.7013 | 0.7920 | 0.8900 |
277
- | No log | 30.1333 | 452 | 0.7497 | 0.75 | 0.7497 | 0.8659 |
278
- | No log | 30.2667 | 454 | 0.7112 | 0.7532 | 0.7112 | 0.8433 |
279
- | No log | 30.4 | 456 | 0.7094 | 0.7712 | 0.7094 | 0.8422 |
280
- | No log | 30.5333 | 458 | 0.7358 | 0.7285 | 0.7358 | 0.8578 |
281
- | No log | 30.6667 | 460 | 0.8250 | 0.7097 | 0.8250 | 0.9083 |
282
- | No log | 30.8 | 462 | 0.8836 | 0.6968 | 0.8836 | 0.9400 |
283
- | No log | 30.9333 | 464 | 0.8771 | 0.6753 | 0.8771 | 0.9365 |
284
- | No log | 31.0667 | 466 | 0.8427 | 0.6928 | 0.8427 | 0.9180 |
285
- | No log | 31.2 | 468 | 0.8156 | 0.7027 | 0.8156 | 0.9031 |
286
- | No log | 31.3333 | 470 | 0.8032 | 0.6901 | 0.8032 | 0.8962 |
287
- | No log | 31.4667 | 472 | 0.7953 | 0.7067 | 0.7953 | 0.8918 |
288
- | No log | 31.6 | 474 | 0.8012 | 0.7067 | 0.8012 | 0.8951 |
289
- | No log | 31.7333 | 476 | 0.7784 | 0.7143 | 0.7784 | 0.8823 |
290
- | No log | 31.8667 | 478 | 0.7870 | 0.7059 | 0.7870 | 0.8871 |
291
- | No log | 32.0 | 480 | 0.7359 | 0.7190 | 0.7359 | 0.8578 |
292
- | No log | 32.1333 | 482 | 0.6856 | 0.7324 | 0.6856 | 0.8280 |
293
- | No log | 32.2667 | 484 | 0.6821 | 0.7 | 0.6821 | 0.8259 |
294
- | No log | 32.4 | 486 | 0.6824 | 0.7234 | 0.6824 | 0.8261 |
295
- | No log | 32.5333 | 488 | 0.6873 | 0.7133 | 0.6873 | 0.8290 |
296
- | No log | 32.6667 | 490 | 0.7420 | 0.7333 | 0.7420 | 0.8614 |
297
- | No log | 32.8 | 492 | 0.8142 | 0.6712 | 0.8142 | 0.9023 |
298
- | No log | 32.9333 | 494 | 0.9228 | 0.6531 | 0.9228 | 0.9606 |
299
- | No log | 33.0667 | 496 | 0.9499 | 0.6531 | 0.9499 | 0.9746 |
300
- | No log | 33.2 | 498 | 0.8971 | 0.6528 | 0.8971 | 0.9471 |
301
- | 0.3923 | 33.3333 | 500 | 0.8346 | 0.6567 | 0.8346 | 0.9136 |
302
- | 0.3923 | 33.4667 | 502 | 0.7779 | 0.6815 | 0.7779 | 0.8820 |
303
- | 0.3923 | 33.6 | 504 | 0.7556 | 0.6906 | 0.7556 | 0.8693 |
304
- | 0.3923 | 33.7333 | 506 | 0.7215 | 0.7286 | 0.7215 | 0.8494 |
305
- | 0.3923 | 33.8667 | 508 | 0.7066 | 0.7517 | 0.7066 | 0.8406 |
306
- | 0.3923 | 34.0 | 510 | 0.7398 | 0.7059 | 0.7398 | 0.8601 |
307
- | 0.3923 | 34.1333 | 512 | 0.7428 | 0.7059 | 0.7428 | 0.8619 |
308
- | 0.3923 | 34.2667 | 514 | 0.7128 | 0.7308 | 0.7128 | 0.8443 |
309
- | 0.3923 | 34.4 | 516 | 0.6777 | 0.7436 | 0.6777 | 0.8232 |
310
- | 0.3923 | 34.5333 | 518 | 0.6587 | 0.76 | 0.6587 | 0.8116 |
311
- | 0.3923 | 34.6667 | 520 | 0.6675 | 0.76 | 0.6675 | 0.8170 |
312
- | 0.3923 | 34.8 | 522 | 0.6997 | 0.7651 | 0.6997 | 0.8365 |
313
- | 0.3923 | 34.9333 | 524 | 0.7265 | 0.7465 | 0.7265 | 0.8524 |
314
- | 0.3923 | 35.0667 | 526 | 0.7238 | 0.7465 | 0.7238 | 0.8507 |
315
- | 0.3923 | 35.2 | 528 | 0.7212 | 0.7534 | 0.7212 | 0.8492 |
316
- | 0.3923 | 35.3333 | 530 | 0.7179 | 0.7448 | 0.7179 | 0.8473 |
317
- | 0.3923 | 35.4667 | 532 | 0.7160 | 0.7448 | 0.7160 | 0.8462 |
318
- | 0.3923 | 35.6 | 534 | 0.7359 | 0.6993 | 0.7359 | 0.8579 |
319
- | 0.3923 | 35.7333 | 536 | 0.7871 | 0.6857 | 0.7871 | 0.8872 |
320
- | 0.3923 | 35.8667 | 538 | 0.7997 | 0.6763 | 0.7997 | 0.8943 |
321
- | 0.3923 | 36.0 | 540 | 0.7796 | 0.6912 | 0.7796 | 0.8829 |
322
- | 0.3923 | 36.1333 | 542 | 0.7657 | 0.7194 | 0.7657 | 0.8750 |
323
- | 0.3923 | 36.2667 | 544 | 0.7711 | 0.7111 | 0.7711 | 0.8781 |
324
- | 0.3923 | 36.4 | 546 | 0.7969 | 0.6716 | 0.7969 | 0.8927 |
325
- | 0.3923 | 36.5333 | 548 | 0.8261 | 0.6763 | 0.8261 | 0.9089 |
326
- | 0.3923 | 36.6667 | 550 | 0.8472 | 0.6857 | 0.8472 | 0.9204 |
327
- | 0.3923 | 36.8 | 552 | 0.8125 | 0.6763 | 0.8125 | 0.9014 |
328
- | 0.3923 | 36.9333 | 554 | 0.7456 | 0.7083 | 0.7456 | 0.8635 |
329
- | 0.3923 | 37.0667 | 556 | 0.6977 | 0.7703 | 0.6977 | 0.8353 |
330
- | 0.3923 | 37.2 | 558 | 0.7024 | 0.7552 | 0.7024 | 0.8381 |
331
- | 0.3923 | 37.3333 | 560 | 0.7265 | 0.7310 | 0.7265 | 0.8523 |
332
- | 0.3923 | 37.4667 | 562 | 0.7938 | 0.6713 | 0.7938 | 0.8910 |
333
- | 0.3923 | 37.6 | 564 | 0.8741 | 0.6528 | 0.8741 | 0.9349 |
334
- | 0.3923 | 37.7333 | 566 | 0.8976 | 0.6528 | 0.8976 | 0.9474 |
335
- | 0.3923 | 37.8667 | 568 | 0.9188 | 0.6667 | 0.9188 | 0.9585 |
336
- | 0.3923 | 38.0 | 570 | 0.9215 | 0.6667 | 0.9215 | 0.9599 |
337
- | 0.3923 | 38.1333 | 572 | 0.8962 | 0.6667 | 0.8962 | 0.9467 |
338
- | 0.3923 | 38.2667 | 574 | 0.8529 | 0.6423 | 0.8529 | 0.9236 |
339
- | 0.3923 | 38.4 | 576 | 0.8439 | 0.6471 | 0.8439 | 0.9187 |
340
- | 0.3923 | 38.5333 | 578 | 0.8008 | 0.6765 | 0.8008 | 0.8949 |
341
- | 0.3923 | 38.6667 | 580 | 0.7604 | 0.7042 | 0.7604 | 0.8720 |
342
- | 0.3923 | 38.8 | 582 | 0.7529 | 0.7172 | 0.7529 | 0.8677 |
343
- | 0.3923 | 38.9333 | 584 | 0.7601 | 0.6892 | 0.7601 | 0.8718 |
344
- | 0.3923 | 39.0667 | 586 | 0.7355 | 0.7248 | 0.7355 | 0.8576 |
345
- | 0.3923 | 39.2 | 588 | 0.7060 | 0.7451 | 0.7060 | 0.8402 |
346
- | 0.3923 | 39.3333 | 590 | 0.7158 | 0.7451 | 0.7158 | 0.8460 |
347
- | 0.3923 | 39.4667 | 592 | 0.7490 | 0.7125 | 0.7490 | 0.8655 |
348
- | 0.3923 | 39.6 | 594 | 0.7427 | 0.7261 | 0.7427 | 0.8618 |
349
- | 0.3923 | 39.7333 | 596 | 0.7168 | 0.7692 | 0.7168 | 0.8466 |
350
- | 0.3923 | 39.8667 | 598 | 0.7094 | 0.7843 | 0.7094 | 0.8422 |
351
- | 0.3923 | 40.0 | 600 | 0.7063 | 0.75 | 0.7063 | 0.8404 |
352
- | 0.3923 | 40.1333 | 602 | 0.6950 | 0.7448 | 0.6950 | 0.8337 |
353
- | 0.3923 | 40.2667 | 604 | 0.6825 | 0.7532 | 0.6825 | 0.8261 |
354
- | 0.3923 | 40.4 | 606 | 0.6859 | 0.7702 | 0.6859 | 0.8282 |
355
- | 0.3923 | 40.5333 | 608 | 0.6715 | 0.7702 | 0.6715 | 0.8194 |
356
- | 0.3923 | 40.6667 | 610 | 0.6672 | 0.7805 | 0.6672 | 0.8168 |
357
- | 0.3923 | 40.8 | 612 | 0.6915 | 0.7381 | 0.6915 | 0.8315 |
358
- | 0.3923 | 40.9333 | 614 | 0.7120 | 0.7394 | 0.7120 | 0.8438 |
359
- | 0.3923 | 41.0667 | 616 | 0.7305 | 0.7625 | 0.7305 | 0.8547 |
360
- | 0.3923 | 41.2 | 618 | 0.7597 | 0.7421 | 0.7597 | 0.8716 |
361
- | 0.3923 | 41.3333 | 620 | 0.7880 | 0.6974 | 0.7880 | 0.8877 |
362
- | 0.3923 | 41.4667 | 622 | 0.8338 | 0.6490 | 0.8338 | 0.9131 |
363
- | 0.3923 | 41.6 | 624 | 0.8350 | 0.6486 | 0.8350 | 0.9138 |
364
- | 0.3923 | 41.7333 | 626 | 0.8073 | 0.6667 | 0.8073 | 0.8985 |
365
- | 0.3923 | 41.8667 | 628 | 0.7947 | 0.6620 | 0.7947 | 0.8914 |
366
- | 0.3923 | 42.0 | 630 | 0.8110 | 0.6522 | 0.8110 | 0.9006 |
367
- | 0.3923 | 42.1333 | 632 | 0.8169 | 0.6667 | 0.8169 | 0.9038 |
368
- | 0.3923 | 42.2667 | 634 | 0.8077 | 0.6667 | 0.8077 | 0.8987 |
369
- | 0.3923 | 42.4 | 636 | 0.7774 | 0.7234 | 0.7774 | 0.8817 |
370
- | 0.3923 | 42.5333 | 638 | 0.7481 | 0.7448 | 0.7481 | 0.8649 |
371
- | 0.3923 | 42.6667 | 640 | 0.7295 | 0.7483 | 0.7295 | 0.8541 |
372
- | 0.3923 | 42.8 | 642 | 0.7100 | 0.7436 | 0.7100 | 0.8426 |
373
- | 0.3923 | 42.9333 | 644 | 0.7086 | 0.7483 | 0.7086 | 0.8418 |
374
- | 0.3923 | 43.0667 | 646 | 0.6978 | 0.7919 | 0.6978 | 0.8354 |
375
- | 0.3923 | 43.2 | 648 | 0.6990 | 0.7483 | 0.6990 | 0.8361 |
376
- | 0.3923 | 43.3333 | 650 | 0.7042 | 0.7582 | 0.7042 | 0.8392 |
377
- | 0.3923 | 43.4667 | 652 | 0.7282 | 0.7342 | 0.7282 | 0.8534 |
378
- | 0.3923 | 43.6 | 654 | 0.7634 | 0.7013 | 0.7634 | 0.8737 |
379
- | 0.3923 | 43.7333 | 656 | 0.8090 | 0.6711 | 0.8090 | 0.8994 |
380
- | 0.3923 | 43.8667 | 658 | 0.8093 | 0.6711 | 0.8093 | 0.8996 |
381
- | 0.3923 | 44.0 | 660 | 0.7873 | 0.6759 | 0.7873 | 0.8873 |
382
- | 0.3923 | 44.1333 | 662 | 0.7735 | 0.7183 | 0.7735 | 0.8795 |
383
- | 0.3923 | 44.2667 | 664 | 0.7643 | 0.7133 | 0.7643 | 0.8743 |
384
- | 0.3923 | 44.4 | 666 | 0.7585 | 0.7101 | 0.7585 | 0.8709 |
385
- | 0.3923 | 44.5333 | 668 | 0.7580 | 0.7101 | 0.7580 | 0.8706 |
386
- | 0.3923 | 44.6667 | 670 | 0.7513 | 0.7183 | 0.7513 | 0.8668 |
387
- | 0.3923 | 44.8 | 672 | 0.7684 | 0.7092 | 0.7684 | 0.8766 |
388
- | 0.3923 | 44.9333 | 674 | 0.8358 | 0.6531 | 0.8358 | 0.9142 |
389
- | 0.3923 | 45.0667 | 676 | 0.9139 | 0.6531 | 0.9139 | 0.9560 |
390
- | 0.3923 | 45.2 | 678 | 0.9121 | 0.6531 | 0.9121 | 0.9550 |
391
- | 0.3923 | 45.3333 | 680 | 0.8570 | 0.6438 | 0.8570 | 0.9258 |
392
- | 0.3923 | 45.4667 | 682 | 0.7921 | 0.6715 | 0.7921 | 0.8900 |
393
- | 0.3923 | 45.6 | 684 | 0.7659 | 0.6970 | 0.7659 | 0.8751 |
394
- | 0.3923 | 45.7333 | 686 | 0.7642 | 0.6870 | 0.7642 | 0.8742 |
395
- | 0.3923 | 45.8667 | 688 | 0.7745 | 0.6870 | 0.7745 | 0.8801 |
396
- | 0.3923 | 46.0 | 690 | 0.7999 | 0.6462 | 0.7999 | 0.8943 |
397
- | 0.3923 | 46.1333 | 692 | 0.8224 | 0.6418 | 0.8224 | 0.9069 |
398
- | 0.3923 | 46.2667 | 694 | 0.8324 | 0.6569 | 0.8324 | 0.9124 |
399
- | 0.3923 | 46.4 | 696 | 0.8207 | 0.6377 | 0.8207 | 0.9059 |
400
- | 0.3923 | 46.5333 | 698 | 0.7852 | 0.6765 | 0.7852 | 0.8861 |
401
- | 0.3923 | 46.6667 | 700 | 0.7746 | 0.7 | 0.7746 | 0.8801 |
402
- | 0.3923 | 46.8 | 702 | 0.7779 | 0.6621 | 0.7779 | 0.8820 |
403
- | 0.3923 | 46.9333 | 704 | 0.7715 | 0.6806 | 0.7715 | 0.8784 |
404
- | 0.3923 | 47.0667 | 706 | 0.7627 | 0.6667 | 0.7627 | 0.8733 |
405
- | 0.3923 | 47.2 | 708 | 0.7451 | 0.6475 | 0.7451 | 0.8632 |
406
- | 0.3923 | 47.3333 | 710 | 0.7417 | 0.6619 | 0.7417 | 0.8612 |
407
- | 0.3923 | 47.4667 | 712 | 0.7463 | 0.6667 | 0.7463 | 0.8639 |
408
- | 0.3923 | 47.6 | 714 | 0.7348 | 0.6471 | 0.7348 | 0.8572 |
409
- | 0.3923 | 47.7333 | 716 | 0.7366 | 0.6715 | 0.7366 | 0.8583 |
410
- | 0.3923 | 47.8667 | 718 | 0.7407 | 0.6715 | 0.7407 | 0.8606 |
411
- | 0.3923 | 48.0 | 720 | 0.7252 | 0.7143 | 0.7252 | 0.8516 |
412
- | 0.3923 | 48.1333 | 722 | 0.7134 | 0.7361 | 0.7134 | 0.8446 |
413
- | 0.3923 | 48.2667 | 724 | 0.7122 | 0.7260 | 0.7122 | 0.8439 |
414
- | 0.3923 | 48.4 | 726 | 0.7305 | 0.7234 | 0.7305 | 0.8547 |
415
- | 0.3923 | 48.5333 | 728 | 0.7555 | 0.7083 | 0.7555 | 0.8692 |
416
- | 0.3923 | 48.6667 | 730 | 0.7275 | 0.7248 | 0.7275 | 0.8530 |
417
- | 0.3923 | 48.8 | 732 | 0.7191 | 0.7347 | 0.7191 | 0.8480 |
418
- | 0.3923 | 48.9333 | 734 | 0.6957 | 0.7432 | 0.6957 | 0.8341 |
419
- | 0.3923 | 49.0667 | 736 | 0.6799 | 0.7682 | 0.6799 | 0.8245 |
420
- | 0.3923 | 49.2 | 738 | 0.6773 | 0.7613 | 0.6773 | 0.8230 |
421
- | 0.3923 | 49.3333 | 740 | 0.7042 | 0.7342 | 0.7042 | 0.8392 |
422
- | 0.3923 | 49.4667 | 742 | 0.7277 | 0.7170 | 0.7277 | 0.8531 |
423
- | 0.3923 | 49.6 | 744 | 0.7469 | 0.6962 | 0.7469 | 0.8642 |
424
- | 0.3923 | 49.7333 | 746 | 0.7634 | 0.6962 | 0.7634 | 0.8737 |
425
- | 0.3923 | 49.8667 | 748 | 0.7568 | 0.6962 | 0.7568 | 0.8699 |
426
- | 0.3923 | 50.0 | 750 | 0.7437 | 0.7261 | 0.7437 | 0.8624 |
427
- | 0.3923 | 50.1333 | 752 | 0.7210 | 0.7067 | 0.7210 | 0.8491 |
428
- | 0.3923 | 50.2667 | 754 | 0.6937 | 0.7483 | 0.6937 | 0.8329 |
429
- | 0.3923 | 50.4 | 756 | 0.6780 | 0.7483 | 0.6780 | 0.8234 |
430
- | 0.3923 | 50.5333 | 758 | 0.6876 | 0.7403 | 0.6876 | 0.8292 |
431
- | 0.3923 | 50.6667 | 760 | 0.7266 | 0.7179 | 0.7266 | 0.8524 |
432
- | 0.3923 | 50.8 | 762 | 0.7625 | 0.6923 | 0.7625 | 0.8732 |
433
- | 0.3923 | 50.9333 | 764 | 0.7667 | 0.7237 | 0.7667 | 0.8756 |
434
- | 0.3923 | 51.0667 | 766 | 0.7421 | 0.7211 | 0.7421 | 0.8614 |
435
- | 0.3923 | 51.2 | 768 | 0.7146 | 0.7273 | 0.7146 | 0.8454 |
436
- | 0.3923 | 51.3333 | 770 | 0.7084 | 0.7273 | 0.7084 | 0.8417 |
437
- | 0.3923 | 51.4667 | 772 | 0.7018 | 0.7050 | 0.7018 | 0.8377 |
438
- | 0.3923 | 51.6 | 774 | 0.7024 | 0.7050 | 0.7024 | 0.8381 |
439
- | 0.3923 | 51.7333 | 776 | 0.7125 | 0.7050 | 0.7125 | 0.8441 |
440
- | 0.3923 | 51.8667 | 778 | 0.7296 | 0.7143 | 0.7296 | 0.8542 |
441
- | 0.3923 | 52.0 | 780 | 0.7483 | 0.6714 | 0.7483 | 0.8651 |
442
- | 0.3923 | 52.1333 | 782 | 0.7557 | 0.6901 | 0.7557 | 0.8693 |
443
- | 0.3923 | 52.2667 | 784 | 0.7759 | 0.6667 | 0.7759 | 0.8809 |
444
- | 0.3923 | 52.4 | 786 | 0.7827 | 0.6573 | 0.7827 | 0.8847 |
445
- | 0.3923 | 52.5333 | 788 | 0.7823 | 0.6525 | 0.7823 | 0.8845 |
446
- | 0.3923 | 52.6667 | 790 | 0.7647 | 0.6714 | 0.7647 | 0.8745 |
447
- | 0.3923 | 52.8 | 792 | 0.7463 | 0.7092 | 0.7463 | 0.8639 |
448
- | 0.3923 | 52.9333 | 794 | 0.7408 | 0.7042 | 0.7408 | 0.8607 |
449
- | 0.3923 | 53.0667 | 796 | 0.7405 | 0.7042 | 0.7405 | 0.8605 |
450
- | 0.3923 | 53.2 | 798 | 0.7527 | 0.7042 | 0.7527 | 0.8676 |
451
- | 0.3923 | 53.3333 | 800 | 0.7835 | 0.6713 | 0.7835 | 0.8852 |
452
- | 0.3923 | 53.4667 | 802 | 0.8018 | 0.6475 | 0.8018 | 0.8954 |
453
- | 0.3923 | 53.6 | 804 | 0.8273 | 0.6620 | 0.8273 | 0.9095 |
454
- | 0.3923 | 53.7333 | 806 | 0.8292 | 0.6620 | 0.8292 | 0.9106 |
455
- | 0.3923 | 53.8667 | 808 | 0.7901 | 0.6759 | 0.7901 | 0.8889 |
456
- | 0.3923 | 54.0 | 810 | 0.7152 | 0.7114 | 0.7152 | 0.8457 |
457
- | 0.3923 | 54.1333 | 812 | 0.6788 | 0.7237 | 0.6788 | 0.8239 |
458
- | 0.3923 | 54.2667 | 814 | 0.6691 | 0.7237 | 0.6691 | 0.8180 |
459
- | 0.3923 | 54.4 | 816 | 0.6750 | 0.7237 | 0.6750 | 0.8216 |
460
- | 0.3923 | 54.5333 | 818 | 0.6910 | 0.7237 | 0.6910 | 0.8313 |
461
- | 0.3923 | 54.6667 | 820 | 0.6969 | 0.7237 | 0.6969 | 0.8348 |
462
- | 0.3923 | 54.8 | 822 | 0.6884 | 0.7237 | 0.6884 | 0.8297 |
463
- | 0.3923 | 54.9333 | 824 | 0.6887 | 0.7237 | 0.6887 | 0.8299 |
464
- | 0.3923 | 55.0667 | 826 | 0.6762 | 0.7114 | 0.6762 | 0.8223 |
465
- | 0.3923 | 55.2 | 828 | 0.6853 | 0.7211 | 0.6853 | 0.8278 |
466
- | 0.3923 | 55.3333 | 830 | 0.6942 | 0.7310 | 0.6942 | 0.8332 |
467
- | 0.3923 | 55.4667 | 832 | 0.7130 | 0.6861 | 0.7130 | 0.8444 |
468
- | 0.3923 | 55.6 | 834 | 0.7250 | 0.6667 | 0.7250 | 0.8515 |
469
- | 0.3923 | 55.7333 | 836 | 0.7248 | 0.7042 | 0.7248 | 0.8514 |
470
- | 0.3923 | 55.8667 | 838 | 0.7159 | 0.7042 | 0.7159 | 0.8461 |
471
- | 0.3923 | 56.0 | 840 | 0.7177 | 0.7042 | 0.7177 | 0.8472 |
472
- | 0.3923 | 56.1333 | 842 | 0.7347 | 0.6944 | 0.7347 | 0.8572 |
473
- | 0.3923 | 56.2667 | 844 | 0.7326 | 0.6944 | 0.7326 | 0.8559 |
474
- | 0.3923 | 56.4 | 846 | 0.7157 | 0.7297 | 0.7157 | 0.8460 |
475
- | 0.3923 | 56.5333 | 848 | 0.7090 | 0.7333 | 0.7090 | 0.8420 |
476
- | 0.3923 | 56.6667 | 850 | 0.7063 | 0.7333 | 0.7063 | 0.8404 |
477
- | 0.3923 | 56.8 | 852 | 0.7280 | 0.7333 | 0.7280 | 0.8533 |
478
- | 0.3923 | 56.9333 | 854 | 0.7612 | 0.7034 | 0.7612 | 0.8725 |
479
- | 0.3923 | 57.0667 | 856 | 0.8056 | 0.6939 | 0.8056 | 0.8976 |
480
- | 0.3923 | 57.2 | 858 | 0.8420 | 0.6933 | 0.8420 | 0.9176 |
481
- | 0.3923 | 57.3333 | 860 | 0.8675 | 0.6486 | 0.8675 | 0.9314 |
482
- | 0.3923 | 57.4667 | 862 | 0.8552 | 0.6933 | 0.8552 | 0.9248 |
483
- | 0.3923 | 57.6 | 864 | 0.8330 | 0.7020 | 0.8330 | 0.9127 |
484
- | 0.3923 | 57.7333 | 866 | 0.8286 | 0.7020 | 0.8286 | 0.9103 |
485
- | 0.3923 | 57.8667 | 868 | 0.7936 | 0.7105 | 0.7936 | 0.8908 |
486
- | 0.3923 | 58.0 | 870 | 0.7799 | 0.7105 | 0.7799 | 0.8831 |
487
- | 0.3923 | 58.1333 | 872 | 0.7543 | 0.7067 | 0.7543 | 0.8685 |
488
- | 0.3923 | 58.2667 | 874 | 0.7142 | 0.7568 | 0.7142 | 0.8451 |
489
- | 0.3923 | 58.4 | 876 | 0.6863 | 0.7517 | 0.6863 | 0.8284 |
490
- | 0.3923 | 58.5333 | 878 | 0.6855 | 0.7733 | 0.6855 | 0.8280 |
491
- | 0.3923 | 58.6667 | 880 | 0.7141 | 0.7517 | 0.7141 | 0.8451 |
492
- | 0.3923 | 58.8 | 882 | 0.7687 | 0.7020 | 0.7687 | 0.8767 |
493
- | 0.3923 | 58.9333 | 884 | 0.8151 | 0.6806 | 0.8151 | 0.9028 |
494
- | 0.3923 | 59.0667 | 886 | 0.8433 | 0.6806 | 0.8433 | 0.9183 |
495
- | 0.3923 | 59.2 | 888 | 0.8395 | 0.6806 | 0.8395 | 0.9162 |
496
- | 0.3923 | 59.3333 | 890 | 0.8059 | 0.6712 | 0.8059 | 0.8977 |
497
- | 0.3923 | 59.4667 | 892 | 0.7557 | 0.6892 | 0.7557 | 0.8693 |
498
- | 0.3923 | 59.6 | 894 | 0.7340 | 0.7333 | 0.7340 | 0.8567 |
499
- | 0.3923 | 59.7333 | 896 | 0.7276 | 0.7333 | 0.7276 | 0.8530 |
500
- | 0.3923 | 59.8667 | 898 | 0.7292 | 0.7333 | 0.7292 | 0.8539 |
501
- | 0.3923 | 60.0 | 900 | 0.7299 | 0.7152 | 0.7299 | 0.8543 |
502
- | 0.3923 | 60.1333 | 902 | 0.7349 | 0.6974 | 0.7349 | 0.8573 |
503
- | 0.3923 | 60.2667 | 904 | 0.7348 | 0.6974 | 0.7348 | 0.8572 |
504
- | 0.3923 | 60.4 | 906 | 0.7349 | 0.6974 | 0.7349 | 0.8573 |
505
- | 0.3923 | 60.5333 | 908 | 0.7352 | 0.7067 | 0.7352 | 0.8574 |
506
- | 0.3923 | 60.6667 | 910 | 0.7368 | 0.7285 | 0.7368 | 0.8583 |
507
- | 0.3923 | 60.8 | 912 | 0.7431 | 0.7067 | 0.7431 | 0.8620 |
508
- | 0.3923 | 60.9333 | 914 | 0.7717 | 0.6892 | 0.7717 | 0.8785 |
509
- | 0.3923 | 61.0667 | 916 | 0.8099 | 0.6849 | 0.8099 | 0.9000 |
510
- | 0.3923 | 61.2 | 918 | 0.8210 | 0.6849 | 0.8210 | 0.9061 |
511
- | 0.3923 | 61.3333 | 920 | 0.8107 | 0.6667 | 0.8107 | 0.9004 |
512
- | 0.3923 | 61.4667 | 922 | 0.7777 | 0.7248 | 0.7777 | 0.8819 |
513
- | 0.3923 | 61.6 | 924 | 0.7569 | 0.7248 | 0.7569 | 0.8700 |
514
- | 0.3923 | 61.7333 | 926 | 0.7607 | 0.7248 | 0.7607 | 0.8722 |
515
- | 0.3923 | 61.8667 | 928 | 0.7687 | 0.7368 | 0.7687 | 0.8768 |
516
- | 0.3923 | 62.0 | 930 | 0.7588 | 0.7368 | 0.7588 | 0.8711 |
517
- | 0.3923 | 62.1333 | 932 | 0.7430 | 0.7248 | 0.7430 | 0.8620 |
518
- | 0.3923 | 62.2667 | 934 | 0.7336 | 0.7432 | 0.7336 | 0.8565 |
519
- | 0.3923 | 62.4 | 936 | 0.7293 | 0.7347 | 0.7293 | 0.8540 |
520
- | 0.3923 | 62.5333 | 938 | 0.7305 | 0.7347 | 0.7305 | 0.8547 |
521
- | 0.3923 | 62.6667 | 940 | 0.7307 | 0.7222 | 0.7307 | 0.8548 |
522
- | 0.3923 | 62.8 | 942 | 0.7364 | 0.7092 | 0.7364 | 0.8582 |
523
- | 0.3923 | 62.9333 | 944 | 0.7403 | 0.7092 | 0.7403 | 0.8604 |
524
- | 0.3923 | 63.0667 | 946 | 0.7601 | 0.6809 | 0.7601 | 0.8718 |
525
- | 0.3923 | 63.2 | 948 | 0.7647 | 0.6809 | 0.7647 | 0.8745 |
526
- | 0.3923 | 63.3333 | 950 | 0.7464 | 0.7092 | 0.7464 | 0.8640 |
527
- | 0.3923 | 63.4667 | 952 | 0.7277 | 0.7092 | 0.7277 | 0.8530 |
528
- | 0.3923 | 63.6 | 954 | 0.7282 | 0.7222 | 0.7282 | 0.8533 |
529
- | 0.3923 | 63.7333 | 956 | 0.7387 | 0.7162 | 0.7387 | 0.8595 |
530
- | 0.3923 | 63.8667 | 958 | 0.7437 | 0.7075 | 0.7437 | 0.8624 |
531
- | 0.3923 | 64.0 | 960 | 0.7372 | 0.7248 | 0.7372 | 0.8586 |
532
- | 0.3923 | 64.1333 | 962 | 0.7234 | 0.7248 | 0.7234 | 0.8505 |
533
- | 0.3923 | 64.2667 | 964 | 0.7067 | 0.7417 | 0.7067 | 0.8406 |
534
- | 0.3923 | 64.4 | 966 | 0.6973 | 0.7517 | 0.6973 | 0.8350 |
535
- | 0.3923 | 64.5333 | 968 | 0.6882 | 0.7517 | 0.6882 | 0.8296 |
536
- | 0.3923 | 64.6667 | 970 | 0.6942 | 0.7517 | 0.6942 | 0.8332 |
537
- | 0.3923 | 64.8 | 972 | 0.7086 | 0.7397 | 0.7086 | 0.8418 |
538
- | 0.3923 | 64.9333 | 974 | 0.7367 | 0.7092 | 0.7367 | 0.8583 |
539
- | 0.3923 | 65.0667 | 976 | 0.7719 | 0.7 | 0.7719 | 0.8786 |
540
- | 0.3923 | 65.2 | 978 | 0.7945 | 0.6957 | 0.7945 | 0.8913 |
541
- | 0.3923 | 65.3333 | 980 | 0.7930 | 0.6763 | 0.7930 | 0.8905 |
542
- | 0.3923 | 65.4667 | 982 | 0.7842 | 0.6957 | 0.7842 | 0.8856 |
543
- | 0.3923 | 65.6 | 984 | 0.7662 | 0.6906 | 0.7662 | 0.8753 |
544
- | 0.3923 | 65.7333 | 986 | 0.7414 | 0.7143 | 0.7414 | 0.8610 |
545
- | 0.3923 | 65.8667 | 988 | 0.7284 | 0.7361 | 0.7284 | 0.8534 |
546
- | 0.3923 | 66.0 | 990 | 0.7122 | 0.7448 | 0.7122 | 0.8439 |
547
- | 0.3923 | 66.1333 | 992 | 0.7070 | 0.7671 | 0.7070 | 0.8408 |
548
- | 0.3923 | 66.2667 | 994 | 0.7007 | 0.7724 | 0.7007 | 0.8371 |
549
- | 0.3923 | 66.4 | 996 | 0.6986 | 0.7703 | 0.6986 | 0.8358 |
550
- | 0.3923 | 66.5333 | 998 | 0.7042 | 0.7517 | 0.7042 | 0.8392 |
551
- | 0.0547 | 66.6667 | 1000 | 0.7052 | 0.7517 | 0.7052 | 0.8398 |
552
- | 0.0547 | 66.8 | 1002 | 0.6994 | 0.7517 | 0.6994 | 0.8363 |
553
- | 0.0547 | 66.9333 | 1004 | 0.6953 | 0.7467 | 0.6953 | 0.8339 |
554
- | 0.0547 | 67.0667 | 1006 | 0.6909 | 0.7467 | 0.6909 | 0.8312 |
555
- | 0.0547 | 67.2 | 1008 | 0.6829 | 0.7517 | 0.6829 | 0.8264 |
556
- | 0.0547 | 67.3333 | 1010 | 0.6787 | 0.7517 | 0.6787 | 0.8238 |
557
 
558
 
559
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_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_run2_AugV5_k2_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: 2.2228
19
+ - Qwk: 0.3425
20
+ - Mse: 2.2228
21
+ - Rmse: 1.4909
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.2222 | 2 | 7.0935 | 0.0056 | 7.0935 | 2.6634 |
53
+ | No log | 0.4444 | 4 | 4.5660 | 0.0873 | 4.5660 | 2.1368 |
54
+ | No log | 0.6667 | 6 | 3.4747 | 0.0 | 3.4747 | 1.8640 |
55
+ | No log | 0.8889 | 8 | 2.9962 | 0.0359 | 2.9962 | 1.7310 |
56
+ | No log | 1.1111 | 10 | 2.6688 | 0.0153 | 2.6688 | 1.6337 |
57
+ | No log | 1.3333 | 12 | 2.5046 | -0.0472 | 2.5046 | 1.5826 |
58
+ | No log | 1.5556 | 14 | 2.9147 | -0.0276 | 2.9147 | 1.7073 |
59
+ | No log | 1.7778 | 16 | 2.6066 | 0.0986 | 2.6066 | 1.6145 |
60
+ | No log | 2.0 | 18 | 2.7371 | 0.0927 | 2.7371 | 1.6544 |
61
+ | No log | 2.2222 | 20 | 3.0803 | 0.1236 | 3.0803 | 1.7551 |
62
+ | No log | 2.4444 | 22 | 3.1563 | 0.1753 | 3.1563 | 1.7766 |
63
+ | No log | 2.6667 | 24 | 2.0465 | 0.2857 | 2.0465 | 1.4306 |
64
+ | No log | 2.8889 | 26 | 1.6698 | 0.3824 | 1.6698 | 1.2922 |
65
+ | No log | 3.1111 | 28 | 1.8007 | 0.3421 | 1.8007 | 1.3419 |
66
+ | No log | 3.3333 | 30 | 2.6205 | 0.3350 | 2.6205 | 1.6188 |
67
+ | No log | 3.5556 | 32 | 3.4942 | 0.1847 | 3.4942 | 1.8693 |
68
+ | No log | 3.7778 | 34 | 3.9829 | 0.1575 | 3.9829 | 1.9957 |
69
+ | No log | 4.0 | 36 | 3.5624 | 0.2075 | 3.5624 | 1.8874 |
70
+ | No log | 4.2222 | 38 | 2.9090 | 0.2941 | 2.9090 | 1.7056 |
71
+ | No log | 4.4444 | 40 | 2.2102 | 0.3106 | 2.2102 | 1.4867 |
72
+ | No log | 4.6667 | 42 | 1.7230 | 0.3401 | 1.7230 | 1.3126 |
73
+ | No log | 4.8889 | 44 | 1.9324 | 0.3311 | 1.9324 | 1.3901 |
74
+ | No log | 5.1111 | 46 | 2.4920 | 0.2584 | 2.4920 | 1.5786 |
75
+ | No log | 5.3333 | 48 | 2.6045 | 0.2902 | 2.6045 | 1.6139 |
76
+ | No log | 5.5556 | 50 | 2.5487 | 0.2902 | 2.5487 | 1.5965 |
77
+ | No log | 5.7778 | 52 | 1.9067 | 0.4076 | 1.9067 | 1.3808 |
78
+ | No log | 6.0 | 54 | 1.5124 | 0.4768 | 1.5124 | 1.2298 |
79
+ | No log | 6.2222 | 56 | 1.8624 | 0.4483 | 1.8624 | 1.3647 |
80
+ | No log | 6.4444 | 58 | 2.4333 | 0.3883 | 2.4333 | 1.5599 |
81
+ | No log | 6.6667 | 60 | 2.1147 | 0.4352 | 2.1147 | 1.4542 |
82
+ | No log | 6.8889 | 62 | 1.8815 | 0.4624 | 1.8815 | 1.3717 |
83
+ | No log | 7.1111 | 64 | 2.5769 | 0.3786 | 2.5769 | 1.6053 |
84
+ | No log | 7.3333 | 66 | 2.5235 | 0.3663 | 2.5235 | 1.5886 |
85
+ | No log | 7.5556 | 68 | 1.5598 | 0.4845 | 1.5598 | 1.2489 |
86
+ | No log | 7.7778 | 70 | 1.2068 | 0.5507 | 1.2068 | 1.0985 |
87
+ | No log | 8.0 | 72 | 1.2782 | 0.5109 | 1.2782 | 1.1306 |
88
+ | No log | 8.2222 | 74 | 1.2514 | 0.5255 | 1.2514 | 1.1187 |
89
+ | No log | 8.4444 | 76 | 1.5289 | 0.4805 | 1.5289 | 1.2365 |
90
+ | No log | 8.6667 | 78 | 2.6997 | 0.3796 | 2.6997 | 1.6431 |
91
+ | No log | 8.8889 | 80 | 2.9143 | 0.3229 | 2.9143 | 1.7071 |
92
+ | No log | 9.1111 | 82 | 2.1432 | 0.4481 | 2.1432 | 1.4640 |
93
+ | No log | 9.3333 | 84 | 1.7589 | 0.3875 | 1.7589 | 1.3262 |
94
+ | No log | 9.5556 | 86 | 1.4662 | 0.4533 | 1.4662 | 1.2109 |
95
+ | No log | 9.7778 | 88 | 1.6612 | 0.4099 | 1.6612 | 1.2889 |
96
+ | No log | 10.0 | 90 | 2.4226 | 0.3756 | 2.4226 | 1.5565 |
97
+ | No log | 10.2222 | 92 | 3.4465 | 0.2222 | 3.4465 | 1.8565 |
98
+ | No log | 10.4444 | 94 | 3.3314 | 0.2632 | 3.3314 | 1.8252 |
99
+ | No log | 10.6667 | 96 | 2.3359 | 0.2874 | 2.3359 | 1.5284 |
100
+ | No log | 10.8889 | 98 | 1.8292 | 0.3924 | 1.8292 | 1.3525 |
101
+ | No log | 11.1111 | 100 | 2.0240 | 0.3678 | 2.0240 | 1.4227 |
102
+ | No log | 11.3333 | 102 | 2.4920 | 0.3819 | 2.4920 | 1.5786 |
103
+ | No log | 11.5556 | 104 | 2.4293 | 0.3960 | 2.4293 | 1.5586 |
104
+ | No log | 11.7778 | 106 | 1.7322 | 0.4865 | 1.7322 | 1.3161 |
105
+ | No log | 12.0 | 108 | 1.1384 | 0.6358 | 1.1384 | 1.0669 |
106
+ | No log | 12.2222 | 110 | 1.0478 | 0.6620 | 1.0478 | 1.0236 |
107
+ | No log | 12.4444 | 112 | 1.0730 | 0.6429 | 1.0730 | 1.0358 |
108
+ | No log | 12.6667 | 114 | 1.2739 | 0.4932 | 1.2739 | 1.1287 |
109
+ | No log | 12.8889 | 116 | 1.9136 | 0.4505 | 1.9136 | 1.3833 |
110
+ | No log | 13.1111 | 118 | 2.4196 | 0.3663 | 2.4196 | 1.5555 |
111
+ | No log | 13.3333 | 120 | 2.2090 | 0.4103 | 2.2090 | 1.4863 |
112
+ | No log | 13.5556 | 122 | 1.6326 | 0.4586 | 1.6326 | 1.2777 |
113
+ | No log | 13.7778 | 124 | 1.4836 | 0.4605 | 1.4836 | 1.2180 |
114
+ | No log | 14.0 | 126 | 1.4497 | 0.4516 | 1.4497 | 1.2040 |
115
+ | No log | 14.2222 | 128 | 1.6835 | 0.4852 | 1.6835 | 1.2975 |
116
+ | No log | 14.4444 | 130 | 2.2657 | 0.4062 | 2.2657 | 1.5052 |
117
+ | No log | 14.6667 | 132 | 3.1591 | 0.2456 | 3.1591 | 1.7774 |
118
+ | No log | 14.8889 | 134 | 3.3526 | 0.2328 | 3.3526 | 1.8310 |
119
+ | No log | 15.1111 | 136 | 2.6016 | 0.3627 | 2.6016 | 1.6130 |
120
+ | No log | 15.3333 | 138 | 1.6823 | 0.4167 | 1.6823 | 1.2970 |
121
+ | No log | 15.5556 | 140 | 1.5307 | 0.4713 | 1.5307 | 1.2372 |
122
+ | No log | 15.7778 | 142 | 1.8219 | 0.4494 | 1.8219 | 1.3498 |
123
+ | No log | 16.0 | 144 | 2.4619 | 0.4098 | 2.4619 | 1.5691 |
124
+ | No log | 16.2222 | 146 | 2.7624 | 0.3519 | 2.7624 | 1.6621 |
125
+ | No log | 16.4444 | 148 | 2.6015 | 0.3689 | 2.6015 | 1.6129 |
126
+ | No log | 16.6667 | 150 | 2.1481 | 0.4167 | 2.1481 | 1.4656 |
127
+ | No log | 16.8889 | 152 | 1.5343 | 0.4238 | 1.5343 | 1.2387 |
128
+ | No log | 17.1111 | 154 | 1.4128 | 0.4932 | 1.4128 | 1.1886 |
129
+ | No log | 17.3333 | 156 | 1.6947 | 0.4238 | 1.6947 | 1.3018 |
130
+ | No log | 17.5556 | 158 | 2.2145 | 0.3676 | 2.2145 | 1.4881 |
131
+ | No log | 17.7778 | 160 | 2.5858 | 0.3200 | 2.5858 | 1.6081 |
132
+ | No log | 18.0 | 162 | 2.4510 | 0.3350 | 2.4510 | 1.5656 |
133
+ | No log | 18.2222 | 164 | 2.1771 | 0.4255 | 2.1771 | 1.4755 |
134
+ | No log | 18.4444 | 166 | 1.9365 | 0.4804 | 1.9365 | 1.3916 |
135
+ | No log | 18.6667 | 168 | 1.9788 | 0.4945 | 1.9788 | 1.4067 |
136
+ | No log | 18.8889 | 170 | 2.1959 | 0.4467 | 2.1959 | 1.4818 |
137
+ | No log | 19.1111 | 172 | 2.3283 | 0.4179 | 2.3283 | 1.5259 |
138
+ | No log | 19.3333 | 174 | 2.2409 | 0.4179 | 2.2409 | 1.4970 |
139
+ | No log | 19.5556 | 176 | 1.8120 | 0.4444 | 1.8120 | 1.3461 |
140
+ | No log | 19.7778 | 178 | 1.6007 | 0.4099 | 1.6007 | 1.2652 |
141
+ | No log | 20.0 | 180 | 1.6461 | 0.4268 | 1.6461 | 1.2830 |
142
+ | No log | 20.2222 | 182 | 1.8670 | 0.4471 | 1.8670 | 1.3664 |
143
+ | No log | 20.4444 | 184 | 1.8788 | 0.4545 | 1.8788 | 1.3707 |
144
+ | No log | 20.6667 | 186 | 1.8410 | 0.4545 | 1.8410 | 1.3569 |
145
+ | No log | 20.8889 | 188 | 1.7063 | 0.4678 | 1.7063 | 1.3063 |
146
+ | No log | 21.1111 | 190 | 1.9886 | 0.4176 | 1.9886 | 1.4102 |
147
+ | No log | 21.3333 | 192 | 1.9535 | 0.4309 | 1.9535 | 1.3977 |
148
+ | No log | 21.5556 | 194 | 1.5193 | 0.4780 | 1.5193 | 1.2326 |
149
+ | No log | 21.7778 | 196 | 1.3720 | 0.4868 | 1.3720 | 1.1713 |
150
+ | No log | 22.0 | 198 | 1.4587 | 0.4872 | 1.4587 | 1.2078 |
151
+ | No log | 22.2222 | 200 | 1.8116 | 0.4393 | 1.8116 | 1.3460 |
152
+ | No log | 22.4444 | 202 | 2.0425 | 0.4468 | 2.0425 | 1.4292 |
153
+ | No log | 22.6667 | 204 | 2.0930 | 0.4536 | 2.0930 | 1.4467 |
154
+ | No log | 22.8889 | 206 | 2.1575 | 0.4412 | 2.1575 | 1.4688 |
155
+ | No log | 23.1111 | 208 | 1.8767 | 0.4492 | 1.8767 | 1.3699 |
156
+ | No log | 23.3333 | 210 | 1.5061 | 0.5 | 1.5061 | 1.2272 |
157
+ | No log | 23.5556 | 212 | 1.5623 | 0.5 | 1.5623 | 1.2499 |
158
+ | No log | 23.7778 | 214 | 2.0892 | 0.4167 | 2.0892 | 1.4454 |
159
+ | No log | 24.0 | 216 | 2.8449 | 0.3302 | 2.8449 | 1.6867 |
160
+ | No log | 24.2222 | 218 | 2.7566 | 0.3254 | 2.7566 | 1.6603 |
161
+ | No log | 24.4444 | 220 | 2.0497 | 0.3955 | 2.0497 | 1.4317 |
162
+ | No log | 24.6667 | 222 | 1.7637 | 0.4048 | 1.7637 | 1.3281 |
163
+ | No log | 24.8889 | 224 | 1.7615 | 0.4343 | 1.7615 | 1.3272 |
164
+ | No log | 25.1111 | 226 | 1.8647 | 0.4318 | 1.8647 | 1.3656 |
165
+ | No log | 25.3333 | 228 | 1.7265 | 0.4545 | 1.7265 | 1.3140 |
166
+ | No log | 25.5556 | 230 | 1.7554 | 0.4598 | 1.7554 | 1.3249 |
167
+ | No log | 25.7778 | 232 | 1.8394 | 0.4974 | 1.8394 | 1.3563 |
168
+ | No log | 26.0 | 234 | 1.7908 | 0.4894 | 1.7908 | 1.3382 |
169
+ | No log | 26.2222 | 236 | 1.8497 | 0.5 | 1.8497 | 1.3600 |
170
+ | No log | 26.4444 | 238 | 1.7896 | 0.4894 | 1.7896 | 1.3378 |
171
+ | No log | 26.6667 | 240 | 1.7921 | 0.4787 | 1.7921 | 1.3387 |
172
+ | No log | 26.8889 | 242 | 1.6744 | 0.4253 | 1.6744 | 1.2940 |
173
+ | No log | 27.1111 | 244 | 1.3943 | 0.5122 | 1.3943 | 1.1808 |
174
+ | No log | 27.3333 | 246 | 1.1496 | 0.5931 | 1.1496 | 1.0722 |
175
+ | No log | 27.5556 | 248 | 1.1934 | 0.5395 | 1.1934 | 1.0924 |
176
+ | No log | 27.7778 | 250 | 1.5433 | 0.4706 | 1.5433 | 1.2423 |
177
+ | No log | 28.0 | 252 | 1.9163 | 0.4526 | 1.9163 | 1.3843 |
178
+ | No log | 28.2222 | 254 | 1.8717 | 0.4526 | 1.8717 | 1.3681 |
179
+ | No log | 28.4444 | 256 | 1.9666 | 0.4526 | 1.9666 | 1.4024 |
180
+ | No log | 28.6667 | 258 | 1.7114 | 0.4444 | 1.7114 | 1.3082 |
181
+ | No log | 28.8889 | 260 | 1.5264 | 0.3974 | 1.5264 | 1.2355 |
182
+ | No log | 29.1111 | 262 | 1.4046 | 0.4521 | 1.4046 | 1.1852 |
183
+ | No log | 29.3333 | 264 | 1.5771 | 0.3742 | 1.5771 | 1.2558 |
184
+ | No log | 29.5556 | 266 | 1.9470 | 0.4590 | 1.9470 | 1.3953 |
185
+ | No log | 29.7778 | 268 | 2.0996 | 0.4330 | 2.0996 | 1.4490 |
186
+ | No log | 30.0 | 270 | 2.0708 | 0.4513 | 2.0708 | 1.4390 |
187
+ | No log | 30.2222 | 272 | 1.8351 | 0.4762 | 1.8351 | 1.3547 |
188
+ | No log | 30.4444 | 274 | 1.5957 | 0.5140 | 1.5957 | 1.2632 |
189
+ | No log | 30.6667 | 276 | 1.5278 | 0.5143 | 1.5278 | 1.2360 |
190
+ | No log | 30.8889 | 278 | 1.4960 | 0.5263 | 1.4960 | 1.2231 |
191
+ | No log | 31.1111 | 280 | 1.5099 | 0.4540 | 1.5099 | 1.2288 |
192
+ | No log | 31.3333 | 282 | 1.4217 | 0.4774 | 1.4217 | 1.1924 |
193
+ | No log | 31.5556 | 284 | 1.5370 | 0.4387 | 1.5370 | 1.2398 |
194
+ | No log | 31.7778 | 286 | 1.8118 | 0.4260 | 1.8118 | 1.3460 |
195
+ | No log | 32.0 | 288 | 2.0452 | 0.4339 | 2.0452 | 1.4301 |
196
+ | No log | 32.2222 | 290 | 2.1325 | 0.4286 | 2.1325 | 1.4603 |
197
+ | No log | 32.4444 | 292 | 1.9794 | 0.4574 | 1.9794 | 1.4069 |
198
+ | No log | 32.6667 | 294 | 1.5472 | 0.4971 | 1.5472 | 1.2439 |
199
+ | No log | 32.8889 | 296 | 1.3784 | 0.5093 | 1.3784 | 1.1740 |
200
+ | No log | 33.1111 | 298 | 1.3920 | 0.5062 | 1.3920 | 1.1798 |
201
+ | No log | 33.3333 | 300 | 1.6183 | 0.4571 | 1.6183 | 1.2721 |
202
+ | No log | 33.5556 | 302 | 2.0199 | 0.4706 | 2.0199 | 1.4212 |
203
+ | No log | 33.7778 | 304 | 2.2064 | 0.4343 | 2.2064 | 1.4854 |
204
+ | No log | 34.0 | 306 | 2.0458 | 0.4706 | 2.0458 | 1.4303 |
205
+ | No log | 34.2222 | 308 | 1.6234 | 0.4535 | 1.6234 | 1.2741 |
206
+ | No log | 34.4444 | 310 | 1.2468 | 0.5556 | 1.2468 | 1.1166 |
207
+ | No log | 34.6667 | 312 | 1.2184 | 0.5674 | 1.2184 | 1.1038 |
208
+ | No log | 34.8889 | 314 | 1.4104 | 0.5 | 1.4104 | 1.1876 |
209
+ | No log | 35.1111 | 316 | 1.8212 | 0.4607 | 1.8212 | 1.3495 |
210
+ | No log | 35.3333 | 318 | 2.0607 | 0.4503 | 2.0607 | 1.4355 |
211
+ | No log | 35.5556 | 320 | 1.9795 | 0.4712 | 1.9795 | 1.4070 |
212
+ | No log | 35.7778 | 322 | 1.7667 | 0.4762 | 1.7667 | 1.3292 |
213
+ | No log | 36.0 | 324 | 1.6870 | 0.4889 | 1.6870 | 1.2989 |
214
+ | No log | 36.2222 | 326 | 1.7378 | 0.4809 | 1.7378 | 1.3182 |
215
+ | No log | 36.4444 | 328 | 1.7303 | 0.4725 | 1.7303 | 1.3154 |
216
+ | No log | 36.6667 | 330 | 1.7208 | 0.4725 | 1.7208 | 1.3118 |
217
+ | No log | 36.8889 | 332 | 1.6512 | 0.4379 | 1.6512 | 1.2850 |
218
+ | No log | 37.1111 | 334 | 1.5760 | 0.4217 | 1.5760 | 1.2554 |
219
+ | No log | 37.3333 | 336 | 1.6753 | 0.4471 | 1.6753 | 1.2943 |
220
+ | No log | 37.5556 | 338 | 1.8970 | 0.4530 | 1.8970 | 1.3773 |
221
+ | No log | 37.7778 | 340 | 2.0238 | 0.4526 | 2.0238 | 1.4226 |
222
+ | No log | 38.0 | 342 | 2.2332 | 0.4433 | 2.2332 | 1.4944 |
223
+ | No log | 38.2222 | 344 | 2.5082 | 0.3905 | 2.5082 | 1.5837 |
224
+ | No log | 38.4444 | 346 | 2.3559 | 0.4059 | 2.3559 | 1.5349 |
225
+ | No log | 38.6667 | 348 | 2.0093 | 0.4309 | 2.0093 | 1.4175 |
226
+ | No log | 38.8889 | 350 | 1.6569 | 0.3949 | 1.6569 | 1.2872 |
227
+ | No log | 39.1111 | 352 | 1.5070 | 0.3974 | 1.5070 | 1.2276 |
228
+ | No log | 39.3333 | 354 | 1.6206 | 0.3922 | 1.6206 | 1.2730 |
229
+ | No log | 39.5556 | 356 | 1.8834 | 0.4192 | 1.8834 | 1.3724 |
230
+ | No log | 39.7778 | 358 | 2.0568 | 0.3977 | 2.0568 | 1.4342 |
231
+ | No log | 40.0 | 360 | 2.1234 | 0.3699 | 2.1234 | 1.4572 |
232
+ | No log | 40.2222 | 362 | 1.9326 | 0.4327 | 1.9326 | 1.3902 |
233
+ | No log | 40.4444 | 364 | 1.7285 | 0.4561 | 1.7285 | 1.3147 |
234
+ | No log | 40.6667 | 366 | 1.7944 | 0.4561 | 1.7944 | 1.3395 |
235
+ | No log | 40.8889 | 368 | 1.9597 | 0.4469 | 1.9597 | 1.3999 |
236
+ | No log | 41.1111 | 370 | 2.0402 | 0.4239 | 2.0402 | 1.4284 |
237
+ | No log | 41.3333 | 372 | 1.9230 | 0.4393 | 1.9230 | 1.3867 |
238
+ | No log | 41.5556 | 374 | 1.8100 | 0.4471 | 1.8100 | 1.3454 |
239
+ | No log | 41.7778 | 376 | 1.7224 | 0.4311 | 1.7224 | 1.3124 |
240
+ | No log | 42.0 | 378 | 1.5986 | 0.4224 | 1.5986 | 1.2644 |
241
+ | No log | 42.2222 | 380 | 1.6087 | 0.4390 | 1.6087 | 1.2683 |
242
+ | No log | 42.4444 | 382 | 1.7208 | 0.4311 | 1.7208 | 1.3118 |
243
+ | No log | 42.6667 | 384 | 1.8851 | 0.4094 | 1.8851 | 1.3730 |
244
+ | No log | 42.8889 | 386 | 2.0017 | 0.3908 | 2.0017 | 1.4148 |
245
+ | No log | 43.1111 | 388 | 1.9776 | 0.4246 | 1.9776 | 1.4063 |
246
+ | No log | 43.3333 | 390 | 1.8685 | 0.4457 | 1.8685 | 1.3669 |
247
+ | No log | 43.5556 | 392 | 1.7483 | 0.4121 | 1.7483 | 1.3222 |
248
+ | No log | 43.7778 | 394 | 1.7580 | 0.4286 | 1.7580 | 1.3259 |
249
+ | No log | 44.0 | 396 | 1.6875 | 0.4025 | 1.6875 | 1.2990 |
250
+ | No log | 44.2222 | 398 | 1.7175 | 0.3797 | 1.7175 | 1.3105 |
251
+ | No log | 44.4444 | 400 | 1.7529 | 0.3797 | 1.7529 | 1.3240 |
252
+ | No log | 44.6667 | 402 | 1.6869 | 0.3613 | 1.6869 | 1.2988 |
253
+ | No log | 44.8889 | 404 | 1.7011 | 0.3613 | 1.7011 | 1.3043 |
254
+ | No log | 45.1111 | 406 | 1.6710 | 0.3613 | 1.6710 | 1.2927 |
255
+ | No log | 45.3333 | 408 | 1.6305 | 0.3846 | 1.6305 | 1.2769 |
256
+ | No log | 45.5556 | 410 | 1.7279 | 0.3949 | 1.7279 | 1.3145 |
257
+ | No log | 45.7778 | 412 | 1.9386 | 0.4 | 1.9386 | 1.3923 |
258
+ | No log | 46.0 | 414 | 2.0505 | 0.3956 | 2.0505 | 1.4320 |
259
+ | No log | 46.2222 | 416 | 2.0114 | 0.3956 | 2.0114 | 1.4182 |
260
+ | No log | 46.4444 | 418 | 1.7664 | 0.4242 | 1.7664 | 1.3291 |
261
+ | No log | 46.6667 | 420 | 1.5606 | 0.4026 | 1.5606 | 1.2492 |
262
+ | No log | 46.8889 | 422 | 1.5288 | 0.4 | 1.5288 | 1.2364 |
263
+ | No log | 47.1111 | 424 | 1.5545 | 0.4026 | 1.5545 | 1.2468 |
264
+ | No log | 47.3333 | 426 | 1.6755 | 0.4224 | 1.6755 | 1.2944 |
265
+ | No log | 47.5556 | 428 | 1.8622 | 0.4024 | 1.8622 | 1.3646 |
266
+ | No log | 47.7778 | 430 | 2.0541 | 0.3864 | 2.0541 | 1.4332 |
267
+ | No log | 48.0 | 432 | 2.1169 | 0.3846 | 2.1169 | 1.4549 |
268
+ | No log | 48.2222 | 434 | 2.0166 | 0.4 | 2.0166 | 1.4201 |
269
+ | No log | 48.4444 | 436 | 1.8217 | 0.4024 | 1.8217 | 1.3497 |
270
+ | No log | 48.6667 | 438 | 1.5912 | 0.4204 | 1.5912 | 1.2614 |
271
+ | No log | 48.8889 | 440 | 1.4682 | 0.4706 | 1.4682 | 1.2117 |
272
+ | No log | 49.1111 | 442 | 1.4827 | 0.4586 | 1.4827 | 1.2177 |
273
+ | No log | 49.3333 | 444 | 1.6934 | 0.4405 | 1.6934 | 1.3013 |
274
+ | No log | 49.5556 | 446 | 1.9469 | 0.4556 | 1.9469 | 1.3953 |
275
+ | No log | 49.7778 | 448 | 2.1431 | 0.4084 | 2.1431 | 1.4639 |
276
+ | No log | 50.0 | 450 | 2.0904 | 0.4211 | 2.0904 | 1.4458 |
277
+ | No log | 50.2222 | 452 | 1.8870 | 0.4483 | 1.8870 | 1.3737 |
278
+ | No log | 50.4444 | 454 | 1.7168 | 0.4405 | 1.7168 | 1.3103 |
279
+ | No log | 50.6667 | 456 | 1.5376 | 0.4459 | 1.5376 | 1.2400 |
280
+ | No log | 50.8889 | 458 | 1.5277 | 0.4204 | 1.5277 | 1.2360 |
281
+ | No log | 51.1111 | 460 | 1.6422 | 0.4242 | 1.6422 | 1.2815 |
282
+ | No log | 51.3333 | 462 | 1.8490 | 0.4633 | 1.8490 | 1.3598 |
283
+ | No log | 51.5556 | 464 | 1.9104 | 0.4565 | 1.9104 | 1.3822 |
284
+ | No log | 51.7778 | 466 | 1.7945 | 0.4556 | 1.7945 | 1.3396 |
285
+ | No log | 52.0 | 468 | 1.6289 | 0.4615 | 1.6289 | 1.2763 |
286
+ | No log | 52.2222 | 470 | 1.5678 | 0.4364 | 1.5678 | 1.2521 |
287
+ | No log | 52.4444 | 472 | 1.6667 | 0.4535 | 1.6667 | 1.2910 |
288
+ | No log | 52.6667 | 474 | 1.8175 | 0.4556 | 1.8175 | 1.3482 |
289
+ | No log | 52.8889 | 476 | 2.0308 | 0.4574 | 2.0308 | 1.4251 |
290
+ | No log | 53.1111 | 478 | 2.0742 | 0.4339 | 2.0742 | 1.4402 |
291
+ | No log | 53.3333 | 480 | 1.8932 | 0.3953 | 1.8932 | 1.3759 |
292
+ | No log | 53.5556 | 482 | 1.6313 | 0.4146 | 1.6313 | 1.2772 |
293
+ | No log | 53.7778 | 484 | 1.5763 | 0.4177 | 1.5763 | 1.2555 |
294
+ | No log | 54.0 | 486 | 1.5929 | 0.4051 | 1.5929 | 1.2621 |
295
+ | No log | 54.2222 | 488 | 1.6172 | 0.4051 | 1.6172 | 1.2717 |
296
+ | No log | 54.4444 | 490 | 1.8191 | 0.3926 | 1.8191 | 1.3487 |
297
+ | No log | 54.6667 | 492 | 2.1422 | 0.4211 | 2.1422 | 1.4636 |
298
+ | No log | 54.8889 | 494 | 2.2206 | 0.4211 | 2.2206 | 1.4902 |
299
+ | No log | 55.1111 | 496 | 2.1771 | 0.4211 | 2.1771 | 1.4755 |
300
+ | No log | 55.3333 | 498 | 1.9566 | 0.4162 | 1.9566 | 1.3988 |
301
+ | 0.324 | 55.5556 | 500 | 1.7985 | 0.3822 | 1.7985 | 1.3411 |
302
+ | 0.324 | 55.7778 | 502 | 1.5747 | 0.4051 | 1.5747 | 1.2549 |
303
+ | 0.324 | 56.0 | 504 | 1.4629 | 0.4354 | 1.4629 | 1.2095 |
304
+ | 0.324 | 56.2222 | 506 | 1.4957 | 0.4196 | 1.4957 | 1.2230 |
305
+ | 0.324 | 56.4444 | 508 | 1.6160 | 0.3699 | 1.6160 | 1.2712 |
306
+ | 0.324 | 56.6667 | 510 | 1.8132 | 0.3636 | 1.8132 | 1.3465 |
307
+ | 0.324 | 56.8889 | 512 | 2.0615 | 0.3457 | 2.0615 | 1.4358 |
308
+ | 0.324 | 57.1111 | 514 | 2.1935 | 0.3314 | 2.1935 | 1.4810 |
309
+ | 0.324 | 57.3333 | 516 | 2.2228 | 0.3425 | 2.2228 | 1.4909 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
310
 
311
 
312
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