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ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task7_organization

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  1. README.md +261 -261
  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_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task7_organization
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  results: []
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  ---
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  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k16_task7_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 0.7641
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- - Qwk: 0.1456
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- - Mse: 0.7641
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- - Rmse: 0.8742
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  ## Model description
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@@ -49,261 +49,261 @@ The following hyperparameters were used during training:
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  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0253 | 2 | 2.5992 | -0.0891 | 2.5992 | 1.6122 |
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- | No log | 0.0506 | 4 | 1.5107 | 0.0196 | 1.5107 | 1.2291 |
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- | No log | 0.0759 | 6 | 1.3232 | -0.2580 | 1.3232 | 1.1503 |
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- | No log | 0.1013 | 8 | 1.0893 | -0.0547 | 1.0893 | 1.0437 |
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- | No log | 0.1266 | 10 | 0.9160 | 0.2244 | 0.9160 | 0.9571 |
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- | No log | 0.1519 | 12 | 0.7928 | 0.2535 | 0.7928 | 0.8904 |
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- | No log | 0.1772 | 14 | 0.8028 | 0.2342 | 0.8028 | 0.8960 |
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- | No log | 0.2025 | 16 | 0.7715 | 0.2173 | 0.7715 | 0.8783 |
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- | No log | 0.2278 | 18 | 0.7219 | 0.2109 | 0.7219 | 0.8496 |
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- | No log | 0.2532 | 20 | 0.7539 | 0.4036 | 0.7539 | 0.8683 |
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- | No log | 0.2785 | 22 | 0.7634 | 0.3804 | 0.7634 | 0.8737 |
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- | No log | 0.3038 | 24 | 0.8513 | 0.2880 | 0.8513 | 0.9227 |
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- | No log | 0.3291 | 26 | 0.8637 | 0.2613 | 0.8637 | 0.9293 |
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- | No log | 0.3544 | 28 | 0.8045 | 0.3173 | 0.8045 | 0.8969 |
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- | No log | 0.3797 | 30 | 0.8588 | 0.3131 | 0.8588 | 0.9267 |
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- | No log | 0.4051 | 32 | 0.7567 | 0.2156 | 0.7567 | 0.8699 |
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- | No log | 0.4304 | 34 | 0.7221 | 0.0937 | 0.7221 | 0.8497 |
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- | No log | 0.4557 | 36 | 0.7070 | 0.1922 | 0.7070 | 0.8408 |
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- | No log | 0.4810 | 38 | 0.7787 | 0.2754 | 0.7787 | 0.8825 |
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- | No log | 0.5063 | 40 | 0.7952 | 0.2632 | 0.7952 | 0.8917 |
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- | No log | 0.5316 | 42 | 0.7334 | 0.2345 | 0.7334 | 0.8564 |
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- | No log | 0.5570 | 44 | 0.8408 | 0.2087 | 0.8408 | 0.9169 |
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- | No log | 0.5823 | 46 | 0.8275 | 0.2526 | 0.8275 | 0.9097 |
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- | No log | 0.6076 | 48 | 0.8170 | 0.2156 | 0.8170 | 0.9039 |
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- | No log | 0.6329 | 50 | 0.7826 | 0.1744 | 0.7826 | 0.8846 |
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- | No log | 0.6582 | 52 | 0.7884 | 0.0481 | 0.7884 | 0.8879 |
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- | No log | 0.6835 | 54 | 0.7648 | 0.1456 | 0.7648 | 0.8745 |
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- | No log | 0.7089 | 56 | 0.7909 | 0.1504 | 0.7909 | 0.8893 |
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- | No log | 0.7342 | 58 | 1.0453 | 0.2100 | 1.0453 | 1.0224 |
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- | No log | 0.7595 | 60 | 1.1943 | 0.1341 | 1.1943 | 1.0928 |
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- | No log | 0.7848 | 62 | 1.0289 | 0.2227 | 1.0289 | 1.0144 |
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- | No log | 0.8101 | 64 | 0.7766 | 0.1699 | 0.7766 | 0.8812 |
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- | No log | 0.8354 | 66 | 0.8449 | 0.1770 | 0.8449 | 0.9192 |
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- | No log | 0.8608 | 68 | 0.9336 | 0.3398 | 0.9336 | 0.9662 |
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- | No log | 0.8861 | 70 | 0.8062 | 0.2080 | 0.8062 | 0.8979 |
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- | No log | 0.9114 | 72 | 0.8342 | 0.2116 | 0.8342 | 0.9134 |
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- | No log | 0.9367 | 74 | 1.4520 | 0.1075 | 1.4520 | 1.2050 |
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- | No log | 0.9620 | 76 | 1.6278 | 0.1075 | 1.6278 | 1.2759 |
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- | No log | 0.9873 | 78 | 1.4477 | 0.0901 | 1.4477 | 1.2032 |
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- | No log | 1.0127 | 80 | 1.0657 | 0.2183 | 1.0657 | 1.0323 |
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- | No log | 1.0380 | 82 | 0.7904 | 0.1456 | 0.7904 | 0.8891 |
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- | No log | 1.0633 | 84 | 0.7826 | 0.0 | 0.7826 | 0.8847 |
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- | No log | 1.0886 | 86 | 0.7766 | 0.0426 | 0.7766 | 0.8813 |
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- | No log | 1.1139 | 88 | 0.7666 | 0.1498 | 0.7666 | 0.8756 |
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- | No log | 1.1392 | 90 | 0.8321 | 0.2467 | 0.8321 | 0.9122 |
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- | No log | 1.1646 | 92 | 1.0069 | 0.2411 | 1.0069 | 1.0035 |
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- | No log | 1.1899 | 94 | 1.0843 | 0.2125 | 1.0843 | 1.0413 |
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- | No log | 1.2152 | 96 | 0.9529 | 0.2142 | 0.9529 | 0.9762 |
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- | No log | 1.2405 | 98 | 0.8581 | 0.2563 | 0.8581 | 0.9264 |
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- | No log | 1.2658 | 100 | 0.9126 | 0.1753 | 0.9126 | 0.9553 |
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- | No log | 1.2911 | 102 | 1.1950 | 0.1663 | 1.1950 | 1.0931 |
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- | No log | 1.3165 | 104 | 1.7413 | 0.1294 | 1.7413 | 1.3196 |
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- | No log | 1.3418 | 106 | 1.8619 | 0.0824 | 1.8619 | 1.3645 |
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- | No log | 1.3671 | 108 | 1.5657 | 0.1364 | 1.5657 | 1.2513 |
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- | No log | 1.3924 | 110 | 1.0050 | 0.1077 | 1.0050 | 1.0025 |
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- | No log | 1.4177 | 112 | 0.8809 | 0.1649 | 0.8809 | 0.9386 |
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- | No log | 1.4430 | 114 | 0.8773 | 0.1260 | 0.8773 | 0.9366 |
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- | No log | 1.4684 | 116 | 0.9067 | 0.2012 | 0.9067 | 0.9522 |
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- | No log | 1.4937 | 118 | 1.1788 | 0.0765 | 1.1788 | 1.0857 |
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- | No log | 1.5190 | 120 | 1.4408 | 0.0923 | 1.4408 | 1.2004 |
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- | No log | 1.5443 | 122 | 1.3681 | 0.1198 | 1.3681 | 1.1697 |
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- | No log | 1.5696 | 124 | 1.1127 | 0.1832 | 1.1127 | 1.0548 |
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- | No log | 1.5949 | 126 | 1.0205 | 0.1312 | 1.0205 | 1.0102 |
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- | No log | 1.6203 | 128 | 1.0796 | 0.1949 | 1.0796 | 1.0391 |
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- | No log | 1.6456 | 130 | 1.1594 | 0.1328 | 1.1594 | 1.0768 |
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- | No log | 1.6709 | 132 | 1.3869 | 0.0741 | 1.3869 | 1.1777 |
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- | No log | 1.6962 | 134 | 1.5963 | 0.0822 | 1.5963 | 1.2634 |
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- | No log | 1.7215 | 136 | 1.3867 | 0.1017 | 1.3867 | 1.1776 |
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- | No log | 1.7468 | 138 | 1.0412 | 0.2075 | 1.0412 | 1.0204 |
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- | No log | 1.7722 | 140 | 0.9686 | 0.1734 | 0.9686 | 0.9842 |
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- | No log | 1.7975 | 142 | 1.0264 | 0.2164 | 1.0264 | 1.0131 |
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- | No log | 1.8228 | 144 | 1.1069 | 0.2552 | 1.1069 | 1.0521 |
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- | No log | 1.8481 | 146 | 1.0765 | 0.2363 | 1.0765 | 1.0376 |
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- | No log | 1.8734 | 148 | 1.0080 | 0.2363 | 1.0080 | 1.0040 |
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- | No log | 1.8987 | 150 | 0.9243 | 0.2000 | 0.9243 | 0.9614 |
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- | No log | 1.9241 | 152 | 0.9863 | 0.3137 | 0.9863 | 0.9931 |
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- | No log | 1.9494 | 154 | 0.9061 | 0.2615 | 0.9061 | 0.9519 |
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- | No log | 1.9747 | 156 | 0.9064 | 0.2410 | 0.9064 | 0.9520 |
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- | No log | 2.0 | 158 | 1.0360 | 0.2411 | 1.0360 | 1.0179 |
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- | No log | 2.0253 | 160 | 1.1941 | 0.1896 | 1.1941 | 1.0927 |
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- | No log | 2.0506 | 162 | 1.3532 | 0.2020 | 1.3532 | 1.1633 |
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- | No log | 2.0759 | 164 | 1.5610 | 0.0430 | 1.5610 | 1.2494 |
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- | No log | 2.1013 | 166 | 1.4302 | 0.1251 | 1.4302 | 1.1959 |
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- | No log | 2.1266 | 168 | 1.0664 | 0.2363 | 1.0664 | 1.0327 |
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- | No log | 2.1519 | 170 | 0.9384 | 0.2142 | 0.9384 | 0.9687 |
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- | No log | 2.1772 | 172 | 0.9793 | 0.2259 | 0.9793 | 0.9896 |
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- | No log | 2.2025 | 174 | 1.0452 | 0.1976 | 1.0452 | 1.0223 |
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- | No log | 2.2278 | 176 | 1.0587 | 0.2316 | 1.0587 | 1.0289 |
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- | No log | 2.2532 | 178 | 0.9711 | 0.2510 | 0.9711 | 0.9854 |
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- | No log | 2.2785 | 180 | 0.8581 | 0.2670 | 0.8581 | 0.9263 |
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- | No log | 2.3038 | 182 | 0.8574 | 0.2726 | 0.8574 | 0.9260 |
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- | No log | 2.3291 | 184 | 0.9202 | 0.2615 | 0.9202 | 0.9593 |
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- | No log | 2.3544 | 186 | 0.8454 | 0.3105 | 0.8454 | 0.9194 |
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- | No log | 2.3797 | 188 | 0.7838 | 0.2409 | 0.7838 | 0.8853 |
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- | No log | 2.4051 | 190 | 0.8749 | 0.2518 | 0.8749 | 0.9354 |
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- | No log | 2.4304 | 192 | 0.9953 | 0.2075 | 0.9953 | 0.9977 |
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- | No log | 2.4557 | 194 | 1.0134 | 0.2601 | 1.0134 | 1.0067 |
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- | No log | 2.4810 | 196 | 0.8916 | 0.2726 | 0.8916 | 0.9443 |
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- | No log | 2.5063 | 198 | 0.8167 | 0.1718 | 0.8167 | 0.9037 |
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- | No log | 2.5316 | 200 | 0.8458 | 0.2297 | 0.8458 | 0.9197 |
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- | No log | 2.5570 | 202 | 0.9435 | 0.1955 | 0.9435 | 0.9714 |
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- | No log | 2.5823 | 204 | 1.0591 | 0.2782 | 1.0591 | 1.0291 |
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- | No log | 2.6076 | 206 | 1.1072 | 0.2412 | 1.1072 | 1.0523 |
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- | No log | 2.6329 | 208 | 1.0511 | 0.2732 | 1.0511 | 1.0252 |
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- | No log | 2.6582 | 210 | 0.9173 | 0.2615 | 0.9173 | 0.9578 |
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- | No log | 2.6835 | 212 | 0.9088 | 0.2615 | 0.9088 | 0.9533 |
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- | No log | 2.7089 | 214 | 0.9151 | 0.2615 | 0.9151 | 0.9566 |
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- | No log | 2.7342 | 216 | 0.9807 | 0.2939 | 0.9807 | 0.9903 |
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- | No log | 2.7595 | 218 | 1.1571 | 0.2522 | 1.1571 | 1.0757 |
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- | No log | 2.7848 | 220 | 1.0461 | 0.3059 | 1.0461 | 1.0228 |
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- | No log | 2.8101 | 222 | 0.8410 | 0.1962 | 0.8410 | 0.9170 |
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- | No log | 2.8354 | 224 | 0.7920 | 0.1815 | 0.7920 | 0.8899 |
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- | No log | 2.8608 | 226 | 0.8923 | 0.2410 | 0.8923 | 0.9446 |
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- | No log | 2.8861 | 228 | 1.2778 | 0.1860 | 1.2778 | 1.1304 |
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- | No log | 2.9114 | 230 | 1.4656 | 0.1522 | 1.4656 | 1.2106 |
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- | No log | 2.9367 | 232 | 1.5965 | 0.0632 | 1.5965 | 1.2635 |
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- | No log | 2.9620 | 234 | 1.5400 | 0.0881 | 1.5400 | 1.2410 |
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- | No log | 2.9873 | 236 | 1.1829 | 0.1832 | 1.1829 | 1.0876 |
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- | No log | 3.0127 | 238 | 1.0466 | 0.2032 | 1.0466 | 1.0230 |
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- | No log | 3.0380 | 240 | 1.1301 | 0.1832 | 1.1301 | 1.0630 |
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- | No log | 3.0633 | 242 | 1.3490 | 0.1371 | 1.3490 | 1.1615 |
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- | No log | 3.0886 | 244 | 1.3020 | 0.1688 | 1.3020 | 1.1411 |
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- | No log | 3.1139 | 246 | 1.0957 | 0.2141 | 1.0957 | 1.0468 |
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- | No log | 3.1392 | 248 | 1.0279 | 0.2271 | 1.0279 | 1.0138 |
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- | No log | 3.1646 | 250 | 1.0144 | 0.2316 | 1.0144 | 1.0072 |
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- | No log | 3.1899 | 252 | 0.9907 | 0.2411 | 0.9907 | 0.9954 |
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- | No log | 3.2152 | 254 | 0.9842 | 0.2363 | 0.9842 | 0.9921 |
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- | No log | 3.2405 | 256 | 0.9435 | 0.2810 | 0.9435 | 0.9713 |
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- | No log | 3.2658 | 258 | 0.8685 | 0.2726 | 0.8685 | 0.9319 |
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- | No log | 3.2911 | 260 | 0.8818 | 0.2358 | 0.8818 | 0.9390 |
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- | No log | 3.3165 | 262 | 0.8574 | 0.3105 | 0.8574 | 0.9260 |
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- | No log | 3.3418 | 264 | 0.7839 | 0.2817 | 0.7839 | 0.8854 |
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- | No log | 3.3671 | 266 | 0.7521 | 0.2950 | 0.7521 | 0.8672 |
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- | No log | 3.3924 | 268 | 0.7840 | 0.2754 | 0.7840 | 0.8854 |
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- | No log | 3.4177 | 270 | 0.9562 | 0.3137 | 0.9562 | 0.9778 |
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- | No log | 3.4430 | 272 | 1.1080 | 0.2417 | 1.1080 | 1.0526 |
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- | No log | 3.4684 | 274 | 0.9882 | 0.3114 | 0.9882 | 0.9941 |
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- | No log | 3.4937 | 276 | 0.7812 | 0.2967 | 0.7812 | 0.8839 |
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- | No log | 3.5190 | 278 | 0.6779 | 0.2007 | 0.6779 | 0.8233 |
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- | No log | 3.5443 | 280 | 0.6735 | 0.1988 | 0.6735 | 0.8207 |
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- | No log | 3.5696 | 282 | 0.7051 | 0.2621 | 0.7051 | 0.8397 |
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- | No log | 3.5949 | 284 | 0.8893 | 0.3051 | 0.8893 | 0.9430 |
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- | No log | 3.6203 | 286 | 1.2589 | 0.1782 | 1.2589 | 1.1220 |
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- | No log | 3.6456 | 288 | 1.4198 | 0.1771 | 1.4198 | 1.1915 |
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- | No log | 3.6709 | 290 | 1.3745 | 0.1251 | 1.3745 | 1.1724 |
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- | No log | 3.6962 | 292 | 1.1841 | 0.1895 | 1.1841 | 1.0881 |
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- | No log | 3.7215 | 294 | 0.9643 | 0.2939 | 0.9643 | 0.9820 |
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- | No log | 3.7468 | 296 | 0.8194 | 0.2726 | 0.8194 | 0.9052 |
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- | No log | 3.7722 | 298 | 0.7766 | 0.1718 | 0.7766 | 0.8812 |
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- | No log | 3.7975 | 300 | 0.8129 | 0.2518 | 0.8129 | 0.9016 |
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- | No log | 3.8228 | 302 | 0.9047 | 0.3051 | 0.9047 | 0.9512 |
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- | No log | 3.8481 | 304 | 1.1004 | 0.3247 | 1.1004 | 1.0490 |
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- | No log | 3.8734 | 306 | 1.0819 | 0.3636 | 1.0819 | 1.0402 |
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- | No log | 3.8987 | 308 | 1.0611 | 0.2995 | 1.0611 | 1.0301 |
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- | No log | 3.9241 | 310 | 1.0311 | 0.2939 | 1.0311 | 1.0155 |
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- | No log | 3.9494 | 312 | 0.9701 | 0.2995 | 0.9701 | 0.9849 |
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- | No log | 3.9747 | 314 | 0.9720 | 0.2939 | 0.9720 | 0.9859 |
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- | No log | 4.0 | 316 | 0.9007 | 0.2518 | 0.9007 | 0.9491 |
210
- | No log | 4.0253 | 318 | 0.8014 | 0.1648 | 0.8014 | 0.8952 |
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- | No log | 4.0506 | 320 | 0.7805 | -0.0127 | 0.7805 | 0.8834 |
212
- | No log | 4.0759 | 322 | 0.7942 | 0.0265 | 0.7942 | 0.8912 |
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- | No log | 4.1013 | 324 | 0.8761 | 0.2352 | 0.8761 | 0.9360 |
214
- | No log | 4.1266 | 326 | 1.0642 | 0.2782 | 1.0642 | 1.0316 |
215
- | No log | 4.1519 | 328 | 1.1349 | 0.2059 | 1.1349 | 1.0653 |
216
- | No log | 4.1772 | 330 | 1.0792 | 0.2457 | 1.0792 | 1.0389 |
217
- | No log | 4.2025 | 332 | 1.0936 | 0.2141 | 1.0936 | 1.0457 |
218
- | No log | 4.2278 | 334 | 1.0545 | 0.2457 | 1.0545 | 1.0269 |
219
- | No log | 4.2532 | 336 | 0.9757 | 0.3228 | 0.9757 | 0.9878 |
220
- | No log | 4.2785 | 338 | 0.8993 | 0.2358 | 0.8993 | 0.9483 |
221
- | No log | 4.3038 | 340 | 0.8672 | 0.2358 | 0.8672 | 0.9312 |
222
- | No log | 4.3291 | 342 | 0.9278 | 0.2615 | 0.9278 | 0.9632 |
223
- | No log | 4.3544 | 344 | 1.1151 | 0.2100 | 1.1151 | 1.0560 |
224
- | No log | 4.3797 | 346 | 1.1933 | 0.1688 | 1.1933 | 1.0924 |
225
- | No log | 4.4051 | 348 | 1.0917 | 0.2782 | 1.0917 | 1.0448 |
226
- | No log | 4.4304 | 350 | 0.9805 | 0.2810 | 0.9805 | 0.9902 |
227
- | No log | 4.4557 | 352 | 0.9095 | 0.2358 | 0.9095 | 0.9537 |
228
- | No log | 4.4810 | 354 | 0.9730 | 0.2562 | 0.9730 | 0.9864 |
229
- | No log | 4.5063 | 356 | 1.1078 | 0.2601 | 1.1078 | 1.0525 |
230
- | No log | 4.5316 | 358 | 1.2318 | 0.2059 | 1.2318 | 1.1099 |
231
- | No log | 4.5570 | 360 | 1.2700 | 0.1723 | 1.2700 | 1.1270 |
232
- | No log | 4.5823 | 362 | 1.1449 | 0.2141 | 1.1449 | 1.0700 |
233
- | No log | 4.6076 | 364 | 0.9265 | 0.2308 | 0.9265 | 0.9626 |
234
- | No log | 4.6329 | 366 | 0.8180 | 0.2904 | 0.8180 | 0.9044 |
235
- | No log | 4.6582 | 368 | 0.7940 | 0.2297 | 0.7940 | 0.8911 |
236
- | No log | 4.6835 | 370 | 0.7932 | 0.2012 | 0.7932 | 0.8906 |
237
- | No log | 4.7089 | 372 | 0.8373 | 0.2410 | 0.8373 | 0.9150 |
238
- | No log | 4.7342 | 374 | 0.9716 | 0.3051 | 0.9716 | 0.9857 |
239
- | No log | 4.7595 | 376 | 1.2172 | 0.1723 | 1.2172 | 1.1033 |
240
- | No log | 4.7848 | 378 | 1.2971 | 0.1341 | 1.2971 | 1.1389 |
241
- | No log | 4.8101 | 380 | 1.1866 | 0.1688 | 1.1866 | 1.0893 |
242
- | No log | 4.8354 | 382 | 0.9856 | 0.2756 | 0.9856 | 0.9928 |
243
- | No log | 4.8608 | 384 | 0.8764 | 0.2463 | 0.8764 | 0.9362 |
244
- | No log | 4.8861 | 386 | 0.8665 | 0.1628 | 0.8665 | 0.9308 |
245
- | No log | 4.9114 | 388 | 0.9334 | 0.2463 | 0.9334 | 0.9661 |
246
- | No log | 4.9367 | 390 | 1.0325 | 0.2411 | 1.0325 | 1.0161 |
247
- | No log | 4.9620 | 392 | 1.2567 | 0.1371 | 1.2567 | 1.1210 |
248
- | No log | 4.9873 | 394 | 1.5810 | 0.0860 | 1.5810 | 1.2574 |
249
- | No log | 5.0127 | 396 | 1.7063 | 0.0782 | 1.7063 | 1.3063 |
250
- | No log | 5.0380 | 398 | 1.5856 | 0.0860 | 1.5856 | 1.2592 |
251
- | No log | 5.0633 | 400 | 1.2336 | 0.1401 | 1.2336 | 1.1107 |
252
- | No log | 5.0886 | 402 | 0.9487 | 0.2094 | 0.9487 | 0.9740 |
253
- | No log | 5.1139 | 404 | 0.8203 | 0.1598 | 0.8203 | 0.9057 |
254
- | No log | 5.1392 | 406 | 0.7970 | 0.1598 | 0.7970 | 0.8927 |
255
- | No log | 5.1646 | 408 | 0.8462 | 0.1416 | 0.8462 | 0.9199 |
256
- | No log | 5.1899 | 410 | 0.8968 | 0.2094 | 0.8968 | 0.9470 |
257
- | No log | 5.2152 | 412 | 0.8661 | 0.2574 | 0.8661 | 0.9306 |
258
- | No log | 5.2405 | 414 | 0.8424 | 0.2352 | 0.8424 | 0.9178 |
259
- | No log | 5.2658 | 416 | 0.8189 | 0.1918 | 0.8189 | 0.9049 |
260
- | No log | 5.2911 | 418 | 0.8324 | 0.2352 | 0.8324 | 0.9123 |
261
- | No log | 5.3165 | 420 | 0.8895 | 0.1777 | 0.8895 | 0.9431 |
262
- | No log | 5.3418 | 422 | 0.9376 | 0.2308 | 0.9376 | 0.9683 |
263
- | No log | 5.3671 | 424 | 1.0018 | 0.3051 | 1.0018 | 1.0009 |
264
- | No log | 5.3924 | 426 | 1.2066 | 0.2601 | 1.2066 | 1.0985 |
265
- | No log | 5.4177 | 428 | 1.3518 | 0.2206 | 1.3518 | 1.1627 |
266
- | No log | 5.4430 | 430 | 1.2250 | 0.2567 | 1.2250 | 1.1068 |
267
- | No log | 5.4684 | 432 | 1.0414 | 0.3636 | 1.0414 | 1.0205 |
268
- | No log | 5.4937 | 434 | 0.8719 | 0.2308 | 0.8719 | 0.9337 |
269
- | No log | 5.5190 | 436 | 0.7677 | 0.1648 | 0.7677 | 0.8762 |
270
- | No log | 5.5443 | 438 | 0.7557 | 0.1699 | 0.7557 | 0.8693 |
271
- | No log | 5.5696 | 440 | 0.7729 | 0.1648 | 0.7729 | 0.8792 |
272
- | No log | 5.5949 | 442 | 0.8617 | 0.1332 | 0.8617 | 0.9283 |
273
- | No log | 5.6203 | 444 | 0.9945 | 0.2510 | 0.9945 | 0.9972 |
274
- | No log | 5.6456 | 446 | 0.9924 | 0.3051 | 0.9924 | 0.9962 |
275
- | No log | 5.6709 | 448 | 0.8913 | 0.1461 | 0.8913 | 0.9441 |
276
- | No log | 5.6962 | 450 | 0.7921 | 0.1598 | 0.7921 | 0.8900 |
277
- | No log | 5.7215 | 452 | 0.7685 | 0.1648 | 0.7685 | 0.8766 |
278
- | No log | 5.7468 | 454 | 0.7957 | 0.1598 | 0.7957 | 0.8920 |
279
- | No log | 5.7722 | 456 | 0.8293 | 0.1459 | 0.8293 | 0.9107 |
280
- | No log | 5.7975 | 458 | 0.8944 | 0.1217 | 0.8944 | 0.9457 |
281
- | No log | 5.8228 | 460 | 1.0365 | 0.3051 | 1.0365 | 1.0181 |
282
- | No log | 5.8481 | 462 | 1.0530 | 0.3051 | 1.0530 | 1.0262 |
283
- | No log | 5.8734 | 464 | 0.9691 | 0.1692 | 0.9691 | 0.9845 |
284
- | No log | 5.8987 | 466 | 0.9854 | 0.1692 | 0.9854 | 0.9927 |
285
- | No log | 5.9241 | 468 | 1.0290 | 0.2411 | 1.0290 | 1.0144 |
286
- | No log | 5.9494 | 470 | 1.0999 | 0.2732 | 1.0999 | 1.0488 |
287
- | No log | 5.9747 | 472 | 1.0767 | 0.3170 | 1.0767 | 1.0376 |
288
- | No log | 6.0 | 474 | 1.0691 | 0.3170 | 1.0691 | 1.0340 |
289
- | No log | 6.0253 | 476 | 1.0805 | 0.3425 | 1.0805 | 1.0395 |
290
- | No log | 6.0506 | 478 | 0.9698 | 0.3538 | 0.9698 | 0.9848 |
291
- | No log | 6.0759 | 480 | 0.8135 | 0.1962 | 0.8135 | 0.9020 |
292
- | No log | 6.1013 | 482 | 0.7164 | 0.2787 | 0.7164 | 0.8464 |
293
- | No log | 6.1266 | 484 | 0.7167 | 0.2787 | 0.7167 | 0.8466 |
294
- | No log | 6.1519 | 486 | 0.7386 | 0.2787 | 0.7386 | 0.8594 |
295
- | No log | 6.1772 | 488 | 0.8291 | 0.2562 | 0.8291 | 0.9105 |
296
- | No log | 6.2025 | 490 | 0.8966 | 0.3287 | 0.8966 | 0.9469 |
297
- | No log | 6.2278 | 492 | 0.8373 | 0.2866 | 0.8373 | 0.9150 |
298
- | No log | 6.2532 | 494 | 0.8048 | 0.2063 | 0.8048 | 0.8971 |
299
- | No log | 6.2785 | 496 | 0.8344 | 0.2518 | 0.8344 | 0.9134 |
300
- | No log | 6.3038 | 498 | 0.9441 | 0.3516 | 0.9441 | 0.9716 |
301
- | 0.3479 | 6.3291 | 500 | 1.0048 | 0.3161 | 1.0048 | 1.0024 |
302
- | 0.3479 | 6.3544 | 502 | 0.9327 | 0.3137 | 0.9327 | 0.9658 |
303
- | 0.3479 | 6.3797 | 504 | 0.9297 | 0.3137 | 0.9297 | 0.9642 |
304
- | 0.3479 | 6.4051 | 506 | 0.8795 | 0.2923 | 0.8795 | 0.9378 |
305
- | 0.3479 | 6.4304 | 508 | 0.8111 | 0.2227 | 0.8111 | 0.9006 |
306
- | 0.3479 | 6.4557 | 510 | 0.7641 | 0.1456 | 0.7641 | 0.8742 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization
8
  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingWellWrittenEssays_FineTuningAraBERT_run2_AugV5_k15_task7_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
  It achieves the following results on the evaluation set:
18
+ - Loss: 0.6977
19
+ - Qwk: 0.4450
20
+ - Mse: 0.6977
21
+ - Rmse: 0.8353
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0260 | 2 | 2.6062 | -0.1213 | 2.6062 | 1.6144 |
53
+ | No log | 0.0519 | 4 | 1.3630 | 0.0985 | 1.3630 | 1.1675 |
54
+ | No log | 0.0779 | 6 | 1.0851 | -0.1027 | 1.0851 | 1.0417 |
55
+ | No log | 0.1039 | 8 | 1.0749 | -0.0784 | 1.0749 | 1.0368 |
56
+ | No log | 0.1299 | 10 | 0.9388 | 0.0733 | 0.9388 | 0.9689 |
57
+ | No log | 0.1558 | 12 | 0.9207 | -0.0426 | 0.9207 | 0.9595 |
58
+ | No log | 0.1818 | 14 | 0.8666 | 0.1561 | 0.8666 | 0.9309 |
59
+ | No log | 0.2078 | 16 | 0.8929 | 0.1359 | 0.8929 | 0.9449 |
60
+ | No log | 0.2338 | 18 | 0.7574 | 0.1050 | 0.7574 | 0.8703 |
61
+ | No log | 0.2597 | 20 | 0.7276 | 0.1918 | 0.7276 | 0.8530 |
62
+ | No log | 0.2857 | 22 | 0.6535 | 0.2676 | 0.6535 | 0.8084 |
63
+ | No log | 0.3117 | 24 | 0.7393 | 0.2402 | 0.7393 | 0.8598 |
64
+ | No log | 0.3377 | 26 | 0.9212 | 0.2483 | 0.9212 | 0.9598 |
65
+ | No log | 0.3636 | 28 | 0.9886 | 0.2676 | 0.9886 | 0.9943 |
66
+ | No log | 0.3896 | 30 | 0.9895 | 0.2147 | 0.9895 | 0.9947 |
67
+ | No log | 0.4156 | 32 | 0.7724 | 0.2073 | 0.7724 | 0.8789 |
68
+ | No log | 0.4416 | 34 | 0.6876 | 0.1807 | 0.6876 | 0.8292 |
69
+ | No log | 0.4675 | 36 | 0.7547 | 0.2285 | 0.7547 | 0.8687 |
70
+ | No log | 0.4935 | 38 | 0.7751 | 0.2285 | 0.7751 | 0.8804 |
71
+ | No log | 0.5195 | 40 | 0.7337 | 0.1648 | 0.7337 | 0.8566 |
72
+ | No log | 0.5455 | 42 | 0.7098 | -0.0027 | 0.7098 | 0.8425 |
73
+ | No log | 0.5714 | 44 | 0.7094 | 0.0 | 0.7094 | 0.8423 |
74
+ | No log | 0.5974 | 46 | 0.6892 | 0.2270 | 0.6892 | 0.8302 |
75
+ | No log | 0.6234 | 48 | 0.7236 | 0.1866 | 0.7236 | 0.8506 |
76
+ | No log | 0.6494 | 50 | 0.7500 | 0.3712 | 0.7500 | 0.8660 |
77
+ | No log | 0.6753 | 52 | 0.7988 | 0.3234 | 0.7988 | 0.8938 |
78
+ | No log | 0.7013 | 54 | 0.8295 | 0.3105 | 0.8295 | 0.9108 |
79
+ | No log | 0.7273 | 56 | 0.7283 | 0.3444 | 0.7283 | 0.8534 |
80
+ | No log | 0.7532 | 58 | 0.6474 | 0.1136 | 0.6474 | 0.8046 |
81
+ | No log | 0.7792 | 60 | 0.6749 | 0.1961 | 0.6749 | 0.8215 |
82
+ | No log | 0.8052 | 62 | 0.6703 | 0.1136 | 0.6703 | 0.8187 |
83
+ | No log | 0.8312 | 64 | 0.8116 | 0.1850 | 0.8116 | 0.9009 |
84
+ | No log | 0.8571 | 66 | 1.0111 | 0.1285 | 1.0111 | 1.0055 |
85
+ | No log | 0.8831 | 68 | 0.9884 | 0.1403 | 0.9884 | 0.9942 |
86
+ | No log | 0.9091 | 70 | 0.6634 | 0.3675 | 0.6634 | 0.8145 |
87
+ | No log | 0.9351 | 72 | 0.6816 | 0.4528 | 0.6816 | 0.8256 |
88
+ | No log | 0.9610 | 74 | 0.8607 | 0.4116 | 0.8607 | 0.9278 |
89
+ | No log | 0.9870 | 76 | 0.7413 | 0.4842 | 0.7413 | 0.8610 |
90
+ | No log | 1.0130 | 78 | 0.6621 | 0.4886 | 0.6621 | 0.8137 |
91
+ | No log | 1.0390 | 80 | 0.6025 | 0.4859 | 0.6025 | 0.7762 |
92
+ | No log | 1.0649 | 82 | 0.5658 | 0.4229 | 0.5658 | 0.7522 |
93
+ | No log | 1.0909 | 84 | 0.6953 | 0.4522 | 0.6953 | 0.8339 |
94
+ | No log | 1.1169 | 86 | 0.7019 | 0.4409 | 0.7019 | 0.8378 |
95
+ | No log | 1.1429 | 88 | 0.7023 | 0.4409 | 0.7023 | 0.8381 |
96
+ | No log | 1.1688 | 90 | 0.6443 | 0.3387 | 0.6443 | 0.8027 |
97
+ | No log | 1.1948 | 92 | 0.6125 | 0.2506 | 0.6125 | 0.7826 |
98
+ | No log | 1.2208 | 94 | 0.6329 | 0.1327 | 0.6329 | 0.7955 |
99
+ | No log | 1.2468 | 96 | 0.6690 | 0.1372 | 0.6690 | 0.8179 |
100
+ | No log | 1.2727 | 98 | 0.6451 | 0.2490 | 0.6451 | 0.8032 |
101
+ | No log | 1.2987 | 100 | 0.5960 | 0.2490 | 0.5960 | 0.7720 |
102
+ | No log | 1.3247 | 102 | 0.5557 | 0.3050 | 0.5557 | 0.7455 |
103
+ | No log | 1.3506 | 104 | 0.6105 | 0.5051 | 0.6105 | 0.7813 |
104
+ | No log | 1.3766 | 106 | 0.7794 | 0.4247 | 0.7794 | 0.8828 |
105
+ | No log | 1.4026 | 108 | 0.7399 | 0.4450 | 0.7399 | 0.8602 |
106
+ | No log | 1.4286 | 110 | 0.6489 | 0.4884 | 0.6489 | 0.8055 |
107
+ | No log | 1.4545 | 112 | 0.5466 | 0.5239 | 0.5466 | 0.7393 |
108
+ | No log | 1.4805 | 114 | 0.5399 | 0.6160 | 0.5399 | 0.7348 |
109
+ | No log | 1.5065 | 116 | 0.5384 | 0.6018 | 0.5384 | 0.7338 |
110
+ | No log | 1.5325 | 118 | 0.5552 | 0.5751 | 0.5552 | 0.7451 |
111
+ | No log | 1.5584 | 120 | 0.5498 | 0.6024 | 0.5498 | 0.7415 |
112
+ | No log | 1.5844 | 122 | 0.5277 | 0.5661 | 0.5277 | 0.7264 |
113
+ | No log | 1.6104 | 124 | 0.5257 | 0.5926 | 0.5257 | 0.7250 |
114
+ | No log | 1.6364 | 126 | 0.5323 | 0.6275 | 0.5323 | 0.7296 |
115
+ | No log | 1.6623 | 128 | 0.5739 | 0.5324 | 0.5739 | 0.7576 |
116
+ | No log | 1.6883 | 130 | 0.7520 | 0.4870 | 0.7520 | 0.8672 |
117
+ | No log | 1.7143 | 132 | 0.7866 | 0.4521 | 0.7866 | 0.8869 |
118
+ | No log | 1.7403 | 134 | 0.6188 | 0.4562 | 0.6188 | 0.7867 |
119
+ | No log | 1.7662 | 136 | 0.6133 | 0.5039 | 0.6133 | 0.7832 |
120
+ | No log | 1.7922 | 138 | 0.6331 | 0.4700 | 0.6331 | 0.7957 |
121
+ | No log | 1.8182 | 140 | 0.7348 | 0.5190 | 0.7348 | 0.8572 |
122
+ | No log | 1.8442 | 142 | 1.0405 | 0.3052 | 1.0405 | 1.0200 |
123
+ | No log | 1.8701 | 144 | 1.0386 | 0.3052 | 1.0386 | 1.0191 |
124
+ | No log | 1.8961 | 146 | 0.8210 | 0.4070 | 0.8210 | 0.9061 |
125
+ | No log | 1.9221 | 148 | 0.7009 | 0.4393 | 0.7009 | 0.8372 |
126
+ | No log | 1.9481 | 150 | 0.6695 | 0.3452 | 0.6695 | 0.8182 |
127
+ | No log | 1.9740 | 152 | 0.6579 | 0.3426 | 0.6579 | 0.8111 |
128
+ | No log | 2.0 | 154 | 0.6808 | 0.3841 | 0.6808 | 0.8251 |
129
+ | No log | 2.0260 | 156 | 0.7646 | 0.3955 | 0.7646 | 0.8744 |
130
+ | No log | 2.0519 | 158 | 0.7860 | 0.3992 | 0.7860 | 0.8866 |
131
+ | No log | 2.0779 | 160 | 0.7678 | 0.4353 | 0.7678 | 0.8762 |
132
+ | No log | 2.1039 | 162 | 0.7190 | 0.4353 | 0.7190 | 0.8479 |
133
+ | No log | 2.1299 | 164 | 0.6796 | 0.4212 | 0.6796 | 0.8244 |
134
+ | No log | 2.1558 | 166 | 0.6947 | 0.4353 | 0.6947 | 0.8335 |
135
+ | No log | 2.1818 | 168 | 0.6549 | 0.4413 | 0.6549 | 0.8093 |
136
+ | No log | 2.2078 | 170 | 0.6586 | 0.4413 | 0.6586 | 0.8116 |
137
+ | No log | 2.2338 | 172 | 0.6643 | 0.4393 | 0.6643 | 0.8150 |
138
+ | No log | 2.2597 | 174 | 0.7000 | 0.4350 | 0.7000 | 0.8367 |
139
+ | No log | 2.2857 | 176 | 0.8329 | 0.4018 | 0.8329 | 0.9126 |
140
+ | No log | 2.3117 | 178 | 1.0367 | 0.3203 | 1.0367 | 1.0182 |
141
+ | No log | 2.3377 | 180 | 1.0210 | 0.3707 | 1.0210 | 1.0104 |
142
+ | No log | 2.3636 | 182 | 0.8966 | 0.2692 | 0.8966 | 0.9469 |
143
+ | No log | 2.3896 | 184 | 0.7758 | 0.1313 | 0.7758 | 0.8808 |
144
+ | No log | 2.4156 | 186 | 0.7093 | 0.1313 | 0.7093 | 0.8422 |
145
+ | No log | 2.4416 | 188 | 0.6603 | 0.1790 | 0.6603 | 0.8126 |
146
+ | No log | 2.4675 | 190 | 0.6501 | 0.3416 | 0.6501 | 0.8063 |
147
+ | No log | 2.4935 | 192 | 0.7011 | 0.4165 | 0.7011 | 0.8373 |
148
+ | No log | 2.5195 | 194 | 0.8129 | 0.3579 | 0.8129 | 0.9016 |
149
+ | No log | 2.5455 | 196 | 0.9255 | 0.3735 | 0.9255 | 0.9620 |
150
+ | No log | 2.5714 | 198 | 0.9209 | 0.3923 | 0.9209 | 0.9596 |
151
+ | No log | 2.5974 | 200 | 0.8227 | 0.3847 | 0.8227 | 0.9070 |
152
+ | No log | 2.6234 | 202 | 0.6975 | 0.4303 | 0.6975 | 0.8352 |
153
+ | No log | 2.6494 | 204 | 0.6438 | 0.4738 | 0.6438 | 0.8023 |
154
+ | No log | 2.6753 | 206 | 0.6305 | 0.4364 | 0.6305 | 0.7941 |
155
+ | No log | 2.7013 | 208 | 0.6412 | 0.4875 | 0.6412 | 0.8008 |
156
+ | No log | 2.7273 | 210 | 0.7080 | 0.4457 | 0.7080 | 0.8414 |
157
+ | No log | 2.7532 | 212 | 0.7290 | 0.4400 | 0.7290 | 0.8538 |
158
+ | No log | 2.7792 | 214 | 0.6583 | 0.4550 | 0.6583 | 0.8114 |
159
+ | No log | 2.8052 | 216 | 0.6173 | 0.4819 | 0.6173 | 0.7857 |
160
+ | No log | 2.8312 | 218 | 0.5716 | 0.5039 | 0.5716 | 0.7561 |
161
+ | No log | 2.8571 | 220 | 0.5640 | 0.4757 | 0.5640 | 0.7510 |
162
+ | No log | 2.8831 | 222 | 0.5703 | 0.4675 | 0.5703 | 0.7552 |
163
+ | No log | 2.9091 | 224 | 0.5702 | 0.4461 | 0.5702 | 0.7551 |
164
+ | No log | 2.9351 | 226 | 0.5959 | 0.4693 | 0.5959 | 0.7720 |
165
+ | No log | 2.9610 | 228 | 0.6714 | 0.5046 | 0.6714 | 0.8194 |
166
+ | No log | 2.9870 | 230 | 0.6567 | 0.5046 | 0.6567 | 0.8104 |
167
+ | No log | 3.0130 | 232 | 0.5874 | 0.4770 | 0.5874 | 0.7664 |
168
+ | No log | 3.0390 | 234 | 0.5492 | 0.4354 | 0.5492 | 0.7411 |
169
+ | No log | 3.0649 | 236 | 0.5977 | 0.4430 | 0.5977 | 0.7731 |
170
+ | No log | 3.0909 | 238 | 0.5798 | 0.4270 | 0.5798 | 0.7614 |
171
+ | No log | 3.1169 | 240 | 0.5507 | 0.4343 | 0.5507 | 0.7421 |
172
+ | No log | 3.1429 | 242 | 0.6170 | 0.4892 | 0.6170 | 0.7855 |
173
+ | No log | 3.1688 | 244 | 0.6667 | 0.5251 | 0.6667 | 0.8165 |
174
+ | No log | 3.1948 | 246 | 0.5869 | 0.4744 | 0.5869 | 0.7661 |
175
+ | No log | 3.2208 | 248 | 0.5390 | 0.4105 | 0.5390 | 0.7341 |
176
+ | No log | 3.2468 | 250 | 0.6341 | 0.4819 | 0.6341 | 0.7963 |
177
+ | No log | 3.2727 | 252 | 0.7255 | 0.4812 | 0.7255 | 0.8518 |
178
+ | No log | 3.2987 | 254 | 0.6773 | 0.4531 | 0.6773 | 0.8230 |
179
+ | No log | 3.3247 | 256 | 0.5846 | 0.4684 | 0.5846 | 0.7646 |
180
+ | No log | 3.3506 | 258 | 0.5239 | 0.4524 | 0.5239 | 0.7238 |
181
+ | No log | 3.3766 | 260 | 0.5090 | 0.4423 | 0.5090 | 0.7134 |
182
+ | No log | 3.4026 | 262 | 0.5082 | 0.4423 | 0.5082 | 0.7129 |
183
+ | No log | 3.4286 | 264 | 0.5125 | 0.4314 | 0.5125 | 0.7159 |
184
+ | No log | 3.4545 | 266 | 0.5293 | 0.3840 | 0.5293 | 0.7276 |
185
+ | No log | 3.4805 | 268 | 0.5639 | 0.4684 | 0.5639 | 0.7509 |
186
+ | No log | 3.5065 | 270 | 0.5552 | 0.4393 | 0.5552 | 0.7451 |
187
+ | No log | 3.5325 | 272 | 0.5339 | 0.4393 | 0.5339 | 0.7307 |
188
+ | No log | 3.5584 | 274 | 0.5663 | 0.4845 | 0.5663 | 0.7525 |
189
+ | No log | 3.5844 | 276 | 0.5577 | 0.4845 | 0.5577 | 0.7468 |
190
+ | No log | 3.6104 | 278 | 0.5671 | 0.4782 | 0.5671 | 0.7531 |
191
+ | No log | 3.6364 | 280 | 0.5746 | 0.5164 | 0.5746 | 0.7580 |
192
+ | No log | 3.6623 | 282 | 0.5664 | 0.5945 | 0.5664 | 0.7526 |
193
+ | No log | 3.6883 | 284 | 0.5450 | 0.5674 | 0.5450 | 0.7383 |
194
+ | No log | 3.7143 | 286 | 0.5346 | 0.6014 | 0.5346 | 0.7312 |
195
+ | No log | 3.7403 | 288 | 0.5303 | 0.6014 | 0.5303 | 0.7282 |
196
+ | No log | 3.7662 | 290 | 0.5503 | 0.5682 | 0.5503 | 0.7418 |
197
+ | No log | 3.7922 | 292 | 0.5675 | 0.5473 | 0.5675 | 0.7533 |
198
+ | No log | 3.8182 | 294 | 0.5346 | 0.5888 | 0.5346 | 0.7312 |
199
+ | No log | 3.8442 | 296 | 0.5382 | 0.5574 | 0.5382 | 0.7337 |
200
+ | No log | 3.8701 | 298 | 0.6210 | 0.4777 | 0.6210 | 0.7880 |
201
+ | No log | 3.8961 | 300 | 0.6568 | 0.4582 | 0.6568 | 0.8104 |
202
+ | No log | 3.9221 | 302 | 0.6242 | 0.4491 | 0.6242 | 0.7900 |
203
+ | No log | 3.9481 | 304 | 0.6229 | 0.4491 | 0.6229 | 0.7892 |
204
+ | No log | 3.9740 | 306 | 0.6459 | 0.4089 | 0.6459 | 0.8037 |
205
+ | No log | 4.0 | 308 | 0.6431 | 0.4491 | 0.6431 | 0.8019 |
206
+ | No log | 4.0260 | 310 | 0.5620 | 0.3914 | 0.5620 | 0.7496 |
207
+ | No log | 4.0519 | 312 | 0.5395 | 0.3937 | 0.5395 | 0.7345 |
208
+ | No log | 4.0779 | 314 | 0.5451 | 0.3914 | 0.5451 | 0.7383 |
209
+ | No log | 4.1039 | 316 | 0.5296 | 0.3551 | 0.5296 | 0.7277 |
210
+ | No log | 4.1299 | 318 | 0.5234 | 0.5248 | 0.5234 | 0.7234 |
211
+ | No log | 4.1558 | 320 | 0.5318 | 0.5248 | 0.5318 | 0.7293 |
212
+ | No log | 4.1818 | 322 | 0.5300 | 0.4516 | 0.5300 | 0.7280 |
213
+ | No log | 4.2078 | 324 | 0.5444 | 0.4984 | 0.5444 | 0.7379 |
214
+ | No log | 4.2338 | 326 | 0.5901 | 0.4513 | 0.5901 | 0.7682 |
215
+ | No log | 4.2597 | 328 | 0.6218 | 0.4664 | 0.6218 | 0.7886 |
216
+ | No log | 4.2857 | 330 | 0.6424 | 0.4491 | 0.6424 | 0.8015 |
217
+ | No log | 4.3117 | 332 | 0.6842 | 0.4457 | 0.6842 | 0.8272 |
218
+ | No log | 4.3377 | 334 | 0.7149 | 0.4457 | 0.7149 | 0.8455 |
219
+ | No log | 4.3636 | 336 | 0.6172 | 0.4606 | 0.6172 | 0.7856 |
220
+ | No log | 4.3896 | 338 | 0.5621 | 0.4207 | 0.5621 | 0.7498 |
221
+ | No log | 4.4156 | 340 | 0.5471 | 0.5465 | 0.5471 | 0.7397 |
222
+ | No log | 4.4416 | 342 | 0.5478 | 0.5627 | 0.5478 | 0.7401 |
223
+ | No log | 4.4675 | 344 | 0.5666 | 0.5414 | 0.5666 | 0.7527 |
224
+ | No log | 4.4935 | 346 | 0.5477 | 0.5841 | 0.5477 | 0.7400 |
225
+ | No log | 4.5195 | 348 | 0.5261 | 0.5319 | 0.5261 | 0.7253 |
226
+ | No log | 4.5455 | 350 | 0.5199 | 0.5217 | 0.5199 | 0.7210 |
227
+ | No log | 4.5714 | 352 | 0.5131 | 0.5092 | 0.5131 | 0.7163 |
228
+ | No log | 4.5974 | 354 | 0.5350 | 0.5733 | 0.5350 | 0.7315 |
229
+ | No log | 4.6234 | 356 | 0.5406 | 0.5144 | 0.5406 | 0.7352 |
230
+ | No log | 4.6494 | 358 | 0.5156 | 0.5195 | 0.5156 | 0.7181 |
231
+ | No log | 4.6753 | 360 | 0.5376 | 0.5304 | 0.5376 | 0.7332 |
232
+ | No log | 4.7013 | 362 | 0.5696 | 0.4484 | 0.5696 | 0.7547 |
233
+ | No log | 4.7273 | 364 | 0.5576 | 0.4576 | 0.5576 | 0.7467 |
234
+ | No log | 4.7532 | 366 | 0.5417 | 0.4402 | 0.5417 | 0.7360 |
235
+ | No log | 4.7792 | 368 | 0.5350 | 0.4590 | 0.5350 | 0.7315 |
236
+ | No log | 4.8052 | 370 | 0.5340 | 0.4160 | 0.5340 | 0.7307 |
237
+ | No log | 4.8312 | 372 | 0.5642 | 0.3416 | 0.5642 | 0.7511 |
238
+ | No log | 4.8571 | 374 | 0.6446 | 0.4827 | 0.6446 | 0.8029 |
239
+ | No log | 4.8831 | 376 | 0.7124 | 0.4610 | 0.7124 | 0.8440 |
240
+ | No log | 4.9091 | 378 | 0.7197 | 0.4684 | 0.7197 | 0.8483 |
241
+ | No log | 4.9351 | 380 | 0.6833 | 0.4610 | 0.6833 | 0.8266 |
242
+ | No log | 4.9610 | 382 | 0.6405 | 0.4606 | 0.6405 | 0.8003 |
243
+ | No log | 4.9870 | 384 | 0.6020 | 0.4749 | 0.6020 | 0.7759 |
244
+ | No log | 5.0130 | 386 | 0.5859 | 0.4190 | 0.5859 | 0.7654 |
245
+ | No log | 5.0390 | 388 | 0.5628 | 0.5460 | 0.5628 | 0.7502 |
246
+ | No log | 5.0649 | 390 | 0.5671 | 0.5436 | 0.5671 | 0.7530 |
247
+ | No log | 5.0909 | 392 | 0.5667 | 0.5707 | 0.5667 | 0.7528 |
248
+ | No log | 5.1169 | 394 | 0.5700 | 0.5288 | 0.5700 | 0.7550 |
249
+ | No log | 5.1429 | 396 | 0.5829 | 0.4393 | 0.5829 | 0.7635 |
250
+ | No log | 5.1688 | 398 | 0.5655 | 0.4076 | 0.5655 | 0.7520 |
251
+ | No log | 5.1948 | 400 | 0.5466 | 0.4482 | 0.5466 | 0.7394 |
252
+ | No log | 5.2208 | 402 | 0.5497 | 0.4867 | 0.5497 | 0.7414 |
253
+ | No log | 5.2468 | 404 | 0.5727 | 0.4158 | 0.5727 | 0.7567 |
254
+ | No log | 5.2727 | 406 | 0.5933 | 0.4076 | 0.5933 | 0.7702 |
255
+ | No log | 5.2987 | 408 | 0.5626 | 0.4158 | 0.5626 | 0.7501 |
256
+ | No log | 5.3247 | 410 | 0.5350 | 0.5189 | 0.5350 | 0.7315 |
257
+ | No log | 5.3506 | 412 | 0.5318 | 0.4575 | 0.5318 | 0.7292 |
258
+ | No log | 5.3766 | 414 | 0.5314 | 0.4655 | 0.5314 | 0.7290 |
259
+ | No log | 5.4026 | 416 | 0.5291 | 0.5009 | 0.5291 | 0.7274 |
260
+ | No log | 5.4286 | 418 | 0.5576 | 0.5053 | 0.5576 | 0.7467 |
261
+ | No log | 5.4545 | 420 | 0.6065 | 0.4542 | 0.6065 | 0.7788 |
262
+ | No log | 5.4805 | 422 | 0.6289 | 0.4294 | 0.6289 | 0.7930 |
263
+ | No log | 5.5065 | 424 | 0.6053 | 0.4294 | 0.6053 | 0.7780 |
264
+ | No log | 5.5325 | 426 | 0.5817 | 0.4945 | 0.5817 | 0.7627 |
265
+ | No log | 5.5584 | 428 | 0.5823 | 0.4684 | 0.5823 | 0.7631 |
266
+ | No log | 5.5844 | 430 | 0.5682 | 0.4945 | 0.5682 | 0.7538 |
267
+ | No log | 5.6104 | 432 | 0.5389 | 0.3651 | 0.5389 | 0.7341 |
268
+ | No log | 5.6364 | 434 | 0.5423 | 0.4866 | 0.5423 | 0.7364 |
269
+ | No log | 5.6623 | 436 | 0.5499 | 0.4937 | 0.5499 | 0.7415 |
270
+ | No log | 5.6883 | 438 | 0.5591 | 0.5206 | 0.5591 | 0.7477 |
271
+ | No log | 5.7143 | 440 | 0.5735 | 0.4830 | 0.5735 | 0.7573 |
272
+ | No log | 5.7403 | 442 | 0.5877 | 0.5418 | 0.5877 | 0.7666 |
273
+ | No log | 5.7662 | 444 | 0.5773 | 0.5072 | 0.5773 | 0.7598 |
274
+ | No log | 5.7922 | 446 | 0.5457 | 0.5373 | 0.5457 | 0.7387 |
275
+ | No log | 5.8182 | 448 | 0.5344 | 0.5904 | 0.5344 | 0.7311 |
276
+ | No log | 5.8442 | 450 | 0.5222 | 0.5765 | 0.5222 | 0.7227 |
277
+ | No log | 5.8701 | 452 | 0.5134 | 0.5985 | 0.5134 | 0.7165 |
278
+ | No log | 5.8961 | 454 | 0.5074 | 0.5985 | 0.5074 | 0.7123 |
279
+ | No log | 5.9221 | 456 | 0.5045 | 0.5538 | 0.5045 | 0.7103 |
280
+ | No log | 5.9481 | 458 | 0.5097 | 0.4934 | 0.5097 | 0.7139 |
281
+ | No log | 5.9740 | 460 | 0.5196 | 0.5159 | 0.5196 | 0.7208 |
282
+ | No log | 6.0 | 462 | 0.5337 | 0.5462 | 0.5337 | 0.7305 |
283
+ | No log | 6.0260 | 464 | 0.5431 | 0.5109 | 0.5431 | 0.7369 |
284
+ | No log | 6.0519 | 466 | 0.5576 | 0.4684 | 0.5576 | 0.7467 |
285
+ | No log | 6.0779 | 468 | 0.5595 | 0.5158 | 0.5595 | 0.7480 |
286
+ | No log | 6.1039 | 470 | 0.5553 | 0.4663 | 0.5553 | 0.7452 |
287
+ | No log | 6.1299 | 472 | 0.5550 | 0.4663 | 0.5550 | 0.7450 |
288
+ | No log | 6.1558 | 474 | 0.5147 | 0.5111 | 0.5147 | 0.7175 |
289
+ | No log | 6.1818 | 476 | 0.4971 | 0.5539 | 0.4971 | 0.7051 |
290
+ | No log | 6.2078 | 478 | 0.4944 | 0.5539 | 0.4944 | 0.7031 |
291
+ | No log | 6.2338 | 480 | 0.4824 | 0.5986 | 0.4824 | 0.6946 |
292
+ | No log | 6.2597 | 482 | 0.4756 | 0.5986 | 0.4756 | 0.6897 |
293
+ | No log | 6.2857 | 484 | 0.4802 | 0.6010 | 0.4802 | 0.6930 |
294
+ | No log | 6.3117 | 486 | 0.4858 | 0.5899 | 0.4858 | 0.6970 |
295
+ | No log | 6.3377 | 488 | 0.4942 | 0.5580 | 0.4942 | 0.7030 |
296
+ | No log | 6.3636 | 490 | 0.5201 | 0.5657 | 0.5201 | 0.7212 |
297
+ | No log | 6.3896 | 492 | 0.5169 | 0.5584 | 0.5169 | 0.7190 |
298
+ | No log | 6.4156 | 494 | 0.5037 | 0.5512 | 0.5037 | 0.7097 |
299
+ | No log | 6.4416 | 496 | 0.5006 | 0.5587 | 0.5006 | 0.7076 |
300
+ | No log | 6.4675 | 498 | 0.4985 | 0.5587 | 0.4985 | 0.7060 |
301
+ | 0.3725 | 6.4935 | 500 | 0.4899 | 0.4515 | 0.4899 | 0.6999 |
302
+ | 0.3725 | 6.5195 | 502 | 0.5283 | 0.4514 | 0.5283 | 0.7269 |
303
+ | 0.3725 | 6.5455 | 504 | 0.6700 | 0.4247 | 0.6700 | 0.8185 |
304
+ | 0.3725 | 6.5714 | 506 | 0.8074 | 0.4051 | 0.8074 | 0.8985 |
305
+ | 0.3725 | 6.5974 | 508 | 0.8330 | 0.4348 | 0.8330 | 0.9127 |
306
+ | 0.3725 | 6.6234 | 510 | 0.6977 | 0.4450 | 0.6977 | 0.8353 |
307
 
308
 
309
  ### Framework versions
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