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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_vocabulary

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bert
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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_relevance
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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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- # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_relevance
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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: 0.2129
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- - Qwk: 0.0682
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- - Mse: 0.2129
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- - Rmse: 0.4614
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  ## Model description
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@@ -49,261 +49,278 @@ 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 | 0.0202 | 2 | 0.9908 | 0.0150 | 0.9908 | 0.9954 |
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- | No log | 0.0404 | 4 | 0.6077 | 0.0453 | 0.6077 | 0.7796 |
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- | No log | 0.0606 | 6 | 0.3397 | 0.0509 | 0.3397 | 0.5828 |
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- | No log | 0.0808 | 8 | 0.2447 | 0.1200 | 0.2447 | 0.4947 |
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- | No log | 0.1010 | 10 | 0.2075 | 0.1413 | 0.2075 | 0.4555 |
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- | No log | 0.1212 | 12 | 0.2025 | -0.0373 | 0.2025 | 0.4500 |
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- | No log | 0.1414 | 14 | 0.2035 | -0.0854 | 0.2035 | 0.4511 |
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- | No log | 0.1616 | 16 | 0.2007 | -0.0637 | 0.2007 | 0.4480 |
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- | No log | 0.1818 | 18 | 0.1983 | -0.0551 | 0.1983 | 0.4453 |
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- | No log | 0.2020 | 20 | 0.1958 | 0.0097 | 0.1958 | 0.4425 |
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- | No log | 0.2222 | 22 | 0.1952 | 0.0099 | 0.1952 | 0.4419 |
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- | No log | 0.2424 | 24 | 0.2136 | 0.0201 | 0.2136 | 0.4621 |
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- | No log | 0.2626 | 26 | 0.2103 | 0.0201 | 0.2103 | 0.4586 |
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- | No log | 0.2828 | 28 | 0.2011 | 0.0201 | 0.2011 | 0.4484 |
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- | No log | 0.3030 | 30 | 0.1910 | 0.0394 | 0.1910 | 0.4370 |
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- | No log | 0.3232 | 32 | 0.1881 | 0.0479 | 0.1881 | 0.4337 |
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- | No log | 0.3434 | 34 | 0.1907 | 0.0682 | 0.1907 | 0.4367 |
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- | No log | 0.3636 | 36 | 0.1964 | 0.0195 | 0.1964 | 0.4432 |
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- | No log | 0.3838 | 38 | 0.2114 | -0.0548 | 0.2114 | 0.4597 |
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- | No log | 0.4040 | 40 | 0.2275 | -0.0594 | 0.2275 | 0.4770 |
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- | No log | 0.4242 | 42 | 0.1997 | 0.0190 | 0.1997 | 0.4468 |
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- | No log | 0.4444 | 44 | 0.1924 | 0.0682 | 0.1924 | 0.4386 |
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- | No log | 0.4646 | 46 | 0.1893 | 0.0964 | 0.1893 | 0.4350 |
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- | No log | 0.4848 | 48 | 0.1859 | 0.0964 | 0.1859 | 0.4312 |
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- | No log | 0.5051 | 50 | 0.1847 | 0.0682 | 0.1847 | 0.4298 |
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- | No log | 0.5253 | 52 | 0.1945 | 0.0496 | 0.1945 | 0.4411 |
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- | No log | 0.5455 | 54 | 0.2167 | 0.0601 | 0.2167 | 0.4655 |
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- | No log | 0.5657 | 56 | 0.2309 | 0.0601 | 0.2309 | 0.4805 |
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- | No log | 0.5859 | 58 | 0.2365 | 0.0304 | 0.2365 | 0.4864 |
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- | No log | 0.6061 | 60 | 0.2141 | 0.0304 | 0.2141 | 0.4627 |
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- | No log | 0.6263 | 62 | 0.1939 | 0.0601 | 0.1939 | 0.4404 |
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- | No log | 0.6465 | 64 | 0.1890 | 0.0682 | 0.1890 | 0.4347 |
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- | No log | 0.6667 | 66 | 0.1894 | 0.0964 | 0.1894 | 0.4352 |
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- | No log | 0.6869 | 68 | 0.1931 | 0.0786 | 0.1931 | 0.4394 |
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- | No log | 0.7071 | 70 | 0.2043 | 0.0304 | 0.2043 | 0.4520 |
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- | No log | 0.7273 | 72 | 0.2048 | 0.0304 | 0.2048 | 0.4526 |
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- | No log | 0.7475 | 74 | 0.1929 | 0.0394 | 0.1929 | 0.4392 |
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- | No log | 0.7677 | 76 | 0.1885 | 0.0099 | 0.1885 | 0.4342 |
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- | No log | 0.7879 | 78 | 0.1871 | 0.0201 | 0.1871 | 0.4325 |
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- | No log | 0.8081 | 80 | 0.1898 | 0.0201 | 0.1898 | 0.4357 |
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- | No log | 0.8283 | 82 | 0.1851 | 0.0304 | 0.1851 | 0.4303 |
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- | No log | 0.8485 | 84 | 0.1885 | 0.0304 | 0.1885 | 0.4342 |
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- | No log | 0.8687 | 86 | 0.1923 | 0.0304 | 0.1923 | 0.4385 |
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- | No log | 0.8889 | 88 | 0.1844 | 0.0304 | 0.1844 | 0.4294 |
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- | No log | 0.9091 | 90 | 0.1821 | 0.0304 | 0.1821 | 0.4268 |
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- | No log | 0.9293 | 92 | 0.1817 | 0.0304 | 0.1817 | 0.4263 |
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- | No log | 0.9495 | 94 | 0.1790 | 0.0394 | 0.1790 | 0.4231 |
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- | No log | 0.9697 | 96 | 0.1820 | 0.0294 | 0.1820 | 0.4267 |
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- | No log | 0.9899 | 98 | 0.1851 | 0.0294 | 0.1851 | 0.4302 |
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- | No log | 1.0101 | 100 | 0.1826 | 0.0394 | 0.1826 | 0.4273 |
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- | No log | 1.0303 | 102 | 0.1836 | 0.0201 | 0.1836 | 0.4285 |
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- | No log | 1.0505 | 104 | 0.2031 | 0.0304 | 0.2031 | 0.4507 |
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- | No log | 1.0707 | 106 | 0.2118 | 0.0304 | 0.2118 | 0.4602 |
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- | No log | 1.0909 | 108 | 0.2155 | 0.0201 | 0.2155 | 0.4642 |
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- | No log | 1.1111 | 110 | 0.2013 | 0.0201 | 0.2013 | 0.4487 |
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- | No log | 1.1313 | 112 | 0.1861 | 0.0101 | 0.1861 | 0.4314 |
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- | No log | 1.1515 | 114 | 0.1853 | 0.0099 | 0.1853 | 0.4304 |
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- | No log | 1.1717 | 116 | 0.1919 | 0.0803 | 0.1919 | 0.4381 |
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- | No log | 1.1919 | 118 | 0.1921 | 0.0869 | 0.1921 | 0.4383 |
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- | No log | 1.2121 | 120 | 0.1830 | 0.0294 | 0.1830 | 0.4277 |
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- | No log | 1.2323 | 122 | 0.1822 | 0.0101 | 0.1822 | 0.4269 |
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- | No log | 1.2525 | 124 | 0.1916 | 0.0304 | 0.1916 | 0.4377 |
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- | No log | 1.2727 | 126 | 0.1974 | 0.0 | 0.1974 | 0.4443 |
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- | No log | 1.2929 | 128 | 0.1970 | 0.0 | 0.1970 | 0.4438 |
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- | No log | 1.3131 | 130 | 0.2045 | 0.0 | 0.2045 | 0.4522 |
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- | No log | 1.3333 | 132 | 0.1963 | 0.0 | 0.1963 | 0.4430 |
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- | No log | 1.3535 | 134 | 0.1935 | 0.0 | 0.1935 | 0.4399 |
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- | No log | 1.3737 | 136 | 0.1947 | 0.0 | 0.1947 | 0.4413 |
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- | No log | 1.3939 | 138 | 0.1889 | 0.0 | 0.1889 | 0.4346 |
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- | No log | 1.4141 | 140 | 0.1906 | 0.0 | 0.1906 | 0.4366 |
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- | No log | 1.4343 | 142 | 0.1879 | 0.0 | 0.1879 | 0.4335 |
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- | No log | 1.4545 | 144 | 0.1866 | 0.0 | 0.1866 | 0.4320 |
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- | No log | 1.4747 | 146 | 0.1899 | 0.0201 | 0.1899 | 0.4358 |
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- | No log | 1.4949 | 148 | 0.1906 | -0.0100 | 0.1906 | 0.4366 |
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- | No log | 1.5152 | 150 | 0.1881 | -0.0100 | 0.1881 | 0.4337 |
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- | No log | 1.5354 | 152 | 0.1882 | -0.0100 | 0.1882 | 0.4338 |
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- | No log | 1.5556 | 154 | 0.1888 | -0.0100 | 0.1888 | 0.4345 |
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- | No log | 1.5758 | 156 | 0.1890 | -0.0295 | 0.1890 | 0.4347 |
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- | No log | 1.5960 | 158 | 0.1876 | -0.0100 | 0.1876 | 0.4332 |
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- | No log | 1.6162 | 160 | 0.1889 | 0.0 | 0.1889 | 0.4346 |
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- | No log | 1.6364 | 162 | 0.1939 | 0.0 | 0.1939 | 0.4404 |
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- | No log | 1.6566 | 164 | 0.1990 | 0.0 | 0.1990 | 0.4461 |
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- | No log | 1.6768 | 166 | 0.2006 | 0.0 | 0.2006 | 0.4479 |
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- | No log | 1.6970 | 168 | 0.1884 | 0.0 | 0.1884 | 0.4341 |
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- | No log | 1.7172 | 170 | 0.1796 | 0.0 | 0.1796 | 0.4238 |
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- | No log | 1.7374 | 172 | 0.1810 | 0.0101 | 0.1810 | 0.4255 |
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- | No log | 1.7576 | 174 | 0.1801 | -0.0199 | 0.1801 | 0.4244 |
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- | No log | 1.7778 | 176 | 0.1825 | -0.0100 | 0.1825 | 0.4272 |
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- | No log | 1.7980 | 178 | 0.1814 | -0.0100 | 0.1814 | 0.4259 |
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- | No log | 1.8182 | 180 | 0.1799 | 0.0580 | 0.1799 | 0.4242 |
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- | No log | 1.8384 | 182 | 0.1811 | 0.0394 | 0.1811 | 0.4256 |
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- | No log | 1.8586 | 184 | 0.1871 | 0.0201 | 0.1871 | 0.4326 |
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- | No log | 1.8788 | 186 | 0.1966 | 0.0201 | 0.1966 | 0.4434 |
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- | No log | 1.8990 | 188 | 0.2111 | 0.0201 | 0.2111 | 0.4594 |
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- | No log | 1.9192 | 190 | 0.2249 | 0.0201 | 0.2249 | 0.4743 |
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- | No log | 1.9394 | 192 | 0.2292 | 0.0201 | 0.2292 | 0.4787 |
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- | No log | 1.9596 | 194 | 0.2081 | 0.0201 | 0.2081 | 0.4562 |
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- | No log | 1.9798 | 196 | 0.1847 | 0.0682 | 0.1847 | 0.4297 |
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- | No log | 2.0 | 198 | 0.1835 | 0.0358 | 0.1835 | 0.4284 |
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- | No log | 2.0202 | 200 | 0.1830 | 0.0358 | 0.1830 | 0.4278 |
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- | No log | 2.0404 | 202 | 0.1854 | 0.0758 | 0.1854 | 0.4306 |
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- | No log | 2.0606 | 204 | 0.2001 | 0.0101 | 0.2001 | 0.4473 |
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- | No log | 2.0808 | 206 | 0.2334 | 0.0201 | 0.2334 | 0.4832 |
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- | No log | 2.1010 | 208 | 0.2569 | 0.0201 | 0.2569 | 0.5069 |
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- | No log | 2.1212 | 210 | 0.2324 | 0.0285 | 0.2324 | 0.4820 |
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- | No log | 2.1414 | 212 | 0.2054 | 0.1118 | 0.2054 | 0.4532 |
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- | No log | 2.1616 | 214 | 0.2012 | 0.1096 | 0.2012 | 0.4486 |
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- | No log | 2.1818 | 216 | 0.2080 | 0.0101 | 0.2080 | 0.4561 |
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- | No log | 2.2020 | 218 | 0.1908 | -0.0095 | 0.1908 | 0.4368 |
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- | No log | 2.2222 | 220 | 0.1880 | 0.0195 | 0.1880 | 0.4336 |
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- | No log | 2.2424 | 222 | 0.1889 | 0.0101 | 0.1889 | 0.4346 |
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- | No log | 2.2626 | 224 | 0.1893 | 0.0101 | 0.1893 | 0.4350 |
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- | No log | 2.2828 | 226 | 0.1875 | 0.0101 | 0.1875 | 0.4331 |
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- | No log | 2.3030 | 228 | 0.1922 | 0.0101 | 0.1922 | 0.4384 |
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- | No log | 2.3232 | 230 | 0.2146 | 0.0201 | 0.2146 | 0.4633 |
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- | No log | 2.3434 | 232 | 0.2219 | 0.0201 | 0.2219 | 0.4710 |
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- | No log | 2.3636 | 234 | 0.2091 | 0.0101 | 0.2091 | 0.4572 |
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- | No log | 2.3838 | 236 | 0.1927 | 0.0101 | 0.1927 | 0.4390 |
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- | No log | 2.4040 | 238 | 0.1924 | 0.0101 | 0.1924 | 0.4386 |
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- | No log | 2.4242 | 240 | 0.1956 | 0.0195 | 0.1956 | 0.4423 |
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- | No log | 2.4444 | 242 | 0.1969 | -0.0095 | 0.1969 | 0.4437 |
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- | No log | 2.4646 | 244 | 0.2073 | 0.0101 | 0.2073 | 0.4553 |
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- | No log | 2.4848 | 246 | 0.2122 | -0.0390 | 0.2122 | 0.4606 |
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- | No log | 2.5051 | 248 | 0.2207 | -0.0512 | 0.2207 | 0.4698 |
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- | No log | 2.5253 | 250 | 0.2265 | -0.0677 | 0.2265 | 0.4759 |
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- | No log | 2.5455 | 252 | 0.2516 | -0.0041 | 0.2516 | 0.5016 |
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- | No log | 2.5657 | 254 | 0.2417 | 0.0020 | 0.2417 | 0.4917 |
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- | No log | 2.5859 | 256 | 0.2204 | -0.0623 | 0.2204 | 0.4694 |
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- | No log | 2.6061 | 258 | 0.2438 | -0.0390 | 0.2438 | 0.4937 |
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- | No log | 2.6263 | 260 | 0.2478 | -0.0390 | 0.2478 | 0.4978 |
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- | No log | 2.6465 | 262 | 0.2250 | -0.0483 | 0.2250 | 0.4744 |
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- | No log | 2.6667 | 264 | 0.2015 | 0.0006 | 0.2015 | 0.4489 |
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- | No log | 2.6869 | 266 | 0.2013 | -0.0623 | 0.2013 | 0.4487 |
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- | No log | 2.7071 | 268 | 0.2213 | 0.0692 | 0.2213 | 0.4704 |
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- | No log | 2.7273 | 270 | 0.2313 | 0.1006 | 0.2313 | 0.4810 |
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- | No log | 2.7475 | 272 | 0.2257 | 0.1100 | 0.2257 | 0.4751 |
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- | No log | 2.7677 | 274 | 0.2233 | 0.1055 | 0.2233 | 0.4725 |
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- | No log | 2.7879 | 276 | 0.2016 | 0.0012 | 0.2016 | 0.4490 |
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- | No log | 2.8081 | 278 | 0.1967 | -0.0079 | 0.1967 | 0.4435 |
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- | No log | 2.8283 | 280 | 0.2028 | -0.0084 | 0.2028 | 0.4504 |
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- | No log | 2.8485 | 282 | 0.2113 | 0.0004 | 0.2113 | 0.4597 |
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- | No log | 2.8687 | 284 | 0.2151 | 0.0195 | 0.2151 | 0.4638 |
194
- | No log | 2.8889 | 286 | 0.2119 | 0.0479 | 0.2119 | 0.4603 |
195
- | No log | 2.9091 | 288 | 0.2029 | 0.0185 | 0.2029 | 0.4504 |
196
- | No log | 2.9293 | 290 | 0.1952 | 0.0358 | 0.1952 | 0.4418 |
197
- | No log | 2.9495 | 292 | 0.1946 | 0.0803 | 0.1946 | 0.4411 |
198
- | No log | 2.9697 | 294 | 0.1981 | 0.0097 | 0.1981 | 0.4451 |
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- | No log | 2.9899 | 296 | 0.2124 | -0.0189 | 0.2124 | 0.4608 |
200
- | No log | 3.0101 | 298 | 0.2186 | 0.0002 | 0.2186 | 0.4675 |
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- | No log | 3.0303 | 300 | 0.2196 | -0.0199 | 0.2196 | 0.4686 |
202
- | No log | 3.0505 | 302 | 0.2133 | 0.0201 | 0.2133 | 0.4619 |
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- | No log | 3.0707 | 304 | 0.2110 | 0.0 | 0.2110 | 0.4594 |
204
- | No log | 3.0909 | 306 | 0.2026 | 0.0 | 0.2026 | 0.4501 |
205
- | No log | 3.1111 | 308 | 0.1908 | 0.0394 | 0.1908 | 0.4368 |
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- | No log | 3.1313 | 310 | 0.1810 | 0.0004 | 0.1810 | 0.4255 |
207
- | No log | 3.1515 | 312 | 0.1783 | 0.0560 | 0.1783 | 0.4223 |
208
- | No log | 3.1717 | 314 | 0.1750 | 0.1135 | 0.1750 | 0.4183 |
209
- | No log | 3.1919 | 316 | 0.1793 | 0.1311 | 0.1793 | 0.4235 |
210
- | No log | 3.2121 | 318 | 0.1873 | 0.1280 | 0.1873 | 0.4328 |
211
- | No log | 3.2323 | 320 | 0.1931 | 0.1590 | 0.1931 | 0.4394 |
212
- | No log | 3.2525 | 322 | 0.1957 | 0.1419 | 0.1957 | 0.4423 |
213
- | No log | 3.2727 | 324 | 0.1874 | 0.1856 | 0.1874 | 0.4329 |
214
- | No log | 3.2929 | 326 | 0.1860 | 0.1856 | 0.1860 | 0.4313 |
215
- | No log | 3.3131 | 328 | 0.1879 | 0.1891 | 0.1879 | 0.4335 |
216
- | No log | 3.3333 | 330 | 0.1830 | 0.1191 | 0.1830 | 0.4278 |
217
- | No log | 3.3535 | 332 | 0.1762 | 0.1410 | 0.1762 | 0.4198 |
218
- | No log | 3.3737 | 334 | 0.1768 | 0.1096 | 0.1768 | 0.4205 |
219
- | No log | 3.3939 | 336 | 0.1781 | 0.0732 | 0.1781 | 0.4220 |
220
- | No log | 3.4141 | 338 | 0.1846 | 0.0004 | 0.1846 | 0.4296 |
221
- | No log | 3.4343 | 340 | 0.1889 | 0.0185 | 0.1889 | 0.4346 |
222
- | No log | 3.4545 | 342 | 0.1957 | 0.0276 | 0.1957 | 0.4423 |
223
- | No log | 3.4747 | 344 | 0.1977 | 0.0185 | 0.1977 | 0.4446 |
224
- | No log | 3.4949 | 346 | 0.1948 | 0.0422 | 0.1948 | 0.4414 |
225
- | No log | 3.5152 | 348 | 0.1959 | 0.0338 | 0.1959 | 0.4426 |
226
- | No log | 3.5354 | 350 | 0.1903 | 0.1214 | 0.1903 | 0.4363 |
227
- | No log | 3.5556 | 352 | 0.1861 | 0.1083 | 0.1861 | 0.4314 |
228
- | No log | 3.5758 | 354 | 0.1858 | 0.1025 | 0.1858 | 0.4310 |
229
- | No log | 3.5960 | 356 | 0.1849 | 0.1025 | 0.1849 | 0.4300 |
230
- | No log | 3.6162 | 358 | 0.1858 | 0.1256 | 0.1858 | 0.4311 |
231
- | No log | 3.6364 | 360 | 0.1988 | -0.0095 | 0.1988 | 0.4459 |
232
- | No log | 3.6566 | 362 | 0.2191 | 0.0201 | 0.2191 | 0.4681 |
233
- | No log | 3.6768 | 364 | 0.2378 | 0.0 | 0.2378 | 0.4877 |
234
- | No log | 3.6970 | 366 | 0.2342 | 0.0 | 0.2342 | 0.4840 |
235
- | No log | 3.7172 | 368 | 0.2226 | 0.0 | 0.2226 | 0.4718 |
236
- | No log | 3.7374 | 370 | 0.2051 | 0.0 | 0.2051 | 0.4529 |
237
- | No log | 3.7576 | 372 | 0.1922 | 0.0101 | 0.1922 | 0.4384 |
238
- | No log | 3.7778 | 374 | 0.1847 | 0.0101 | 0.1847 | 0.4298 |
239
- | No log | 3.7980 | 376 | 0.1801 | 0.0732 | 0.1801 | 0.4244 |
240
- | No log | 3.8182 | 378 | 0.1895 | 0.1229 | 0.1895 | 0.4353 |
241
- | No log | 3.8384 | 380 | 0.1918 | 0.1019 | 0.1918 | 0.4379 |
242
- | No log | 3.8586 | 382 | 0.1832 | 0.0869 | 0.1832 | 0.4280 |
243
- | No log | 3.8788 | 384 | 0.1759 | 0.0464 | 0.1759 | 0.4194 |
244
- | No log | 3.8990 | 386 | 0.1751 | 0.0496 | 0.1751 | 0.4185 |
245
- | No log | 3.9192 | 388 | 0.1924 | 0.0 | 0.1924 | 0.4386 |
246
- | No log | 3.9394 | 390 | 0.2048 | 0.0 | 0.2048 | 0.4526 |
247
- | No log | 3.9596 | 392 | 0.2000 | 0.0 | 0.2000 | 0.4472 |
248
- | No log | 3.9798 | 394 | 0.1847 | 0.0496 | 0.1847 | 0.4297 |
249
- | No log | 4.0 | 396 | 0.1752 | 0.0786 | 0.1752 | 0.4185 |
250
- | No log | 4.0202 | 398 | 0.1755 | 0.0682 | 0.1755 | 0.4190 |
251
- | No log | 4.0404 | 400 | 0.1771 | 0.1032 | 0.1771 | 0.4208 |
252
- | No log | 4.0606 | 402 | 0.1843 | 0.0899 | 0.1843 | 0.4293 |
253
- | No log | 4.0808 | 404 | 0.2080 | -0.0079 | 0.2080 | 0.4561 |
254
- | No log | 4.1010 | 406 | 0.2362 | 0.0268 | 0.2362 | 0.4860 |
255
- | No log | 4.1212 | 408 | 0.2568 | 0.0411 | 0.2568 | 0.5068 |
256
- | No log | 4.1414 | 410 | 0.2485 | 0.1375 | 0.2485 | 0.4985 |
257
- | No log | 4.1616 | 412 | 0.2094 | 0.0422 | 0.2094 | 0.4576 |
258
- | No log | 4.1818 | 414 | 0.1873 | 0.1268 | 0.1873 | 0.4328 |
259
- | No log | 4.2020 | 416 | 0.1828 | 0.1268 | 0.1828 | 0.4276 |
260
- | No log | 4.2222 | 418 | 0.1823 | 0.1118 | 0.1823 | 0.4270 |
261
- | No log | 4.2424 | 420 | 0.1870 | 0.0869 | 0.1870 | 0.4325 |
262
- | No log | 4.2626 | 422 | 0.1954 | 0.0422 | 0.1954 | 0.4420 |
263
- | No log | 4.2828 | 424 | 0.2100 | 0.0962 | 0.2100 | 0.4582 |
264
- | No log | 4.3030 | 426 | 0.2102 | 0.0883 | 0.2102 | 0.4585 |
265
- | No log | 4.3232 | 428 | 0.2020 | 0.0963 | 0.2020 | 0.4494 |
266
- | No log | 4.3434 | 430 | 0.1963 | 0.0686 | 0.1963 | 0.4431 |
267
- | No log | 4.3636 | 432 | 0.1869 | 0.0285 | 0.1869 | 0.4323 |
268
- | No log | 4.3838 | 434 | 0.1833 | 0.0786 | 0.1833 | 0.4281 |
269
- | No log | 4.4040 | 436 | 0.1756 | 0.0101 | 0.1756 | 0.4191 |
270
- | No log | 4.4242 | 438 | 0.1733 | -0.0095 | 0.1733 | 0.4163 |
271
- | No log | 4.4444 | 440 | 0.1754 | 0.0002 | 0.1754 | 0.4188 |
272
- | No log | 4.4646 | 442 | 0.1809 | 0.0294 | 0.1809 | 0.4253 |
273
- | No log | 4.4848 | 444 | 0.1808 | 0.1406 | 0.1808 | 0.4252 |
274
- | No log | 4.5051 | 446 | 0.1789 | 0.0616 | 0.1789 | 0.4230 |
275
- | No log | 4.5253 | 448 | 0.1785 | 0.0963 | 0.1785 | 0.4225 |
276
- | No log | 4.5455 | 450 | 0.1764 | 0.1460 | 0.1764 | 0.4200 |
277
- | No log | 4.5657 | 452 | 0.1776 | 0.1648 | 0.1776 | 0.4214 |
278
- | No log | 4.5859 | 454 | 0.1830 | 0.1658 | 0.1830 | 0.4278 |
279
- | No log | 4.6061 | 456 | 0.1930 | 0.1096 | 0.1930 | 0.4394 |
280
- | No log | 4.6263 | 458 | 0.2187 | 0.0294 | 0.2187 | 0.4677 |
281
- | No log | 4.6465 | 460 | 0.2562 | -0.0100 | 0.2562 | 0.5061 |
282
- | No log | 4.6667 | 462 | 0.2549 | 0.0 | 0.2549 | 0.5049 |
283
- | No log | 4.6869 | 464 | 0.2272 | 0.0101 | 0.2272 | 0.4766 |
284
- | No log | 4.7071 | 466 | 0.1897 | 0.0479 | 0.1897 | 0.4356 |
285
- | No log | 4.7273 | 468 | 0.1755 | 0.0732 | 0.1755 | 0.4190 |
286
- | No log | 4.7475 | 470 | 0.1777 | 0.0816 | 0.1777 | 0.4215 |
287
- | No log | 4.7677 | 472 | 0.1817 | 0.1242 | 0.1817 | 0.4263 |
288
- | No log | 4.7879 | 474 | 0.1857 | 0.1191 | 0.1857 | 0.4309 |
289
- | No log | 4.8081 | 476 | 0.1966 | 0.1553 | 0.1966 | 0.4434 |
290
- | No log | 4.8283 | 478 | 0.2079 | 0.1648 | 0.2079 | 0.4559 |
291
- | No log | 4.8485 | 480 | 0.2316 | 0.1059 | 0.2316 | 0.4813 |
292
- | No log | 4.8687 | 482 | 0.2391 | 0.0803 | 0.2391 | 0.4890 |
293
- | No log | 4.8889 | 484 | 0.2228 | 0.0869 | 0.2228 | 0.4720 |
294
- | No log | 4.9091 | 486 | 0.2090 | 0.1553 | 0.2090 | 0.4572 |
295
- | No log | 4.9293 | 488 | 0.2087 | 0.1025 | 0.2087 | 0.4568 |
296
- | No log | 4.9495 | 490 | 0.1956 | 0.1508 | 0.1956 | 0.4423 |
297
- | No log | 4.9697 | 492 | 0.1884 | 0.1841 | 0.1884 | 0.4341 |
298
- | No log | 4.9899 | 494 | 0.1867 | 0.1311 | 0.1867 | 0.4321 |
299
- | No log | 5.0101 | 496 | 0.1793 | 0.1156 | 0.1793 | 0.4235 |
300
- | No log | 5.0303 | 498 | 0.1764 | 0.0904 | 0.1764 | 0.4200 |
301
- | 0.214 | 5.0505 | 500 | 0.1801 | 0.1175 | 0.1801 | 0.4243 |
302
- | 0.214 | 5.0707 | 502 | 0.2001 | 0.0658 | 0.2001 | 0.4473 |
303
- | 0.214 | 5.0909 | 504 | 0.2304 | 0.0682 | 0.2304 | 0.4800 |
304
- | 0.214 | 5.1111 | 506 | 0.2379 | 0.0682 | 0.2379 | 0.4877 |
305
- | 0.214 | 5.1313 | 508 | 0.2277 | 0.0682 | 0.2277 | 0.4771 |
306
- | 0.214 | 5.1515 | 510 | 0.2129 | 0.0682 | 0.2129 | 0.4614 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_vocabulary
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
+ # Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask7_vocabulary
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: 0.5122
19
+ - Qwk: 0.6327
20
+ - Mse: 0.5122
21
+ - Rmse: 0.7157
22
 
23
  ## Model description
24
 
 
49
 
50
  | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
  |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0202 | 2 | 4.6425 | -0.0016 | 4.6425 | 2.1546 |
53
+ | No log | 0.0404 | 4 | 3.5211 | 0.0424 | 3.5211 | 1.8765 |
54
+ | No log | 0.0606 | 6 | 2.1920 | 0.0890 | 2.1920 | 1.4805 |
55
+ | No log | 0.0808 | 8 | 0.9420 | 0.1994 | 0.9420 | 0.9705 |
56
+ | No log | 0.1010 | 10 | 0.8174 | 0.0527 | 0.8174 | 0.9041 |
57
+ | No log | 0.1212 | 12 | 0.9957 | -0.0033 | 0.9957 | 0.9979 |
58
+ | No log | 0.1414 | 14 | 0.9415 | 0.0827 | 0.9415 | 0.9703 |
59
+ | No log | 0.1616 | 16 | 0.8202 | 0.0897 | 0.8202 | 0.9056 |
60
+ | No log | 0.1818 | 18 | 0.7362 | 0.1023 | 0.7362 | 0.8580 |
61
+ | No log | 0.2020 | 20 | 0.6793 | 0.2131 | 0.6793 | 0.8242 |
62
+ | No log | 0.2222 | 22 | 0.6568 | 0.2051 | 0.6568 | 0.8104 |
63
+ | No log | 0.2424 | 24 | 0.6874 | 0.2212 | 0.6874 | 0.8291 |
64
+ | No log | 0.2626 | 26 | 0.7505 | 0.2945 | 0.7505 | 0.8663 |
65
+ | No log | 0.2828 | 28 | 0.7388 | 0.4198 | 0.7388 | 0.8595 |
66
+ | No log | 0.3030 | 30 | 0.6675 | 0.4752 | 0.6675 | 0.8170 |
67
+ | No log | 0.3232 | 32 | 0.6021 | 0.4902 | 0.6021 | 0.7760 |
68
+ | No log | 0.3434 | 34 | 0.5672 | 0.5322 | 0.5672 | 0.7531 |
69
+ | No log | 0.3636 | 36 | 0.5567 | 0.5938 | 0.5567 | 0.7462 |
70
+ | No log | 0.3838 | 38 | 0.5716 | 0.5911 | 0.5716 | 0.7560 |
71
+ | No log | 0.4040 | 40 | 0.5919 | 0.5992 | 0.5919 | 0.7693 |
72
+ | No log | 0.4242 | 42 | 0.5984 | 0.5898 | 0.5984 | 0.7736 |
73
+ | No log | 0.4444 | 44 | 0.5986 | 0.6073 | 0.5986 | 0.7737 |
74
+ | No log | 0.4646 | 46 | 0.7060 | 0.5036 | 0.7060 | 0.8403 |
75
+ | No log | 0.4848 | 48 | 0.7054 | 0.5038 | 0.7054 | 0.8399 |
76
+ | No log | 0.5051 | 50 | 0.5853 | 0.5572 | 0.5853 | 0.7650 |
77
+ | No log | 0.5253 | 52 | 0.5009 | 0.5916 | 0.5009 | 0.7077 |
78
+ | No log | 0.5455 | 54 | 0.4653 | 0.6264 | 0.4653 | 0.6822 |
79
+ | No log | 0.5657 | 56 | 0.4675 | 0.6185 | 0.4675 | 0.6837 |
80
+ | No log | 0.5859 | 58 | 0.5101 | 0.5389 | 0.5101 | 0.7142 |
81
+ | No log | 0.6061 | 60 | 0.4829 | 0.5809 | 0.4829 | 0.6949 |
82
+ | No log | 0.6263 | 62 | 0.4443 | 0.5819 | 0.4443 | 0.6665 |
83
+ | No log | 0.6465 | 64 | 0.4506 | 0.6129 | 0.4506 | 0.6712 |
84
+ | No log | 0.6667 | 66 | 0.5041 | 0.6263 | 0.5041 | 0.7100 |
85
+ | No log | 0.6869 | 68 | 0.7029 | 0.4867 | 0.7029 | 0.8384 |
86
+ | No log | 0.7071 | 70 | 0.8082 | 0.4482 | 0.8082 | 0.8990 |
87
+ | No log | 0.7273 | 72 | 0.7248 | 0.5148 | 0.7248 | 0.8513 |
88
+ | No log | 0.7475 | 74 | 0.5613 | 0.5877 | 0.5613 | 0.7492 |
89
+ | No log | 0.7677 | 76 | 0.4909 | 0.6374 | 0.4909 | 0.7007 |
90
+ | No log | 0.7879 | 78 | 0.4660 | 0.6514 | 0.4660 | 0.6827 |
91
+ | No log | 0.8081 | 80 | 0.4851 | 0.5882 | 0.4851 | 0.6965 |
92
+ | No log | 0.8283 | 82 | 0.4962 | 0.5610 | 0.4962 | 0.7044 |
93
+ | No log | 0.8485 | 84 | 0.4615 | 0.5557 | 0.4615 | 0.6793 |
94
+ | No log | 0.8687 | 86 | 0.4440 | 0.5635 | 0.4440 | 0.6663 |
95
+ | No log | 0.8889 | 88 | 0.4314 | 0.5894 | 0.4314 | 0.6568 |
96
+ | No log | 0.9091 | 90 | 0.4190 | 0.5780 | 0.4190 | 0.6473 |
97
+ | No log | 0.9293 | 92 | 0.4786 | 0.5599 | 0.4786 | 0.6918 |
98
+ | No log | 0.9495 | 94 | 0.6113 | 0.5707 | 0.6113 | 0.7818 |
99
+ | No log | 0.9697 | 96 | 0.5209 | 0.6093 | 0.5209 | 0.7217 |
100
+ | No log | 0.9899 | 98 | 0.4775 | 0.6045 | 0.4775 | 0.6910 |
101
+ | No log | 1.0101 | 100 | 0.4327 | 0.6471 | 0.4327 | 0.6578 |
102
+ | No log | 1.0303 | 102 | 0.4660 | 0.6414 | 0.4660 | 0.6827 |
103
+ | No log | 1.0505 | 104 | 0.6273 | 0.5745 | 0.6273 | 0.7920 |
104
+ | No log | 1.0707 | 106 | 0.6881 | 0.5560 | 0.6881 | 0.8295 |
105
+ | No log | 1.0909 | 108 | 0.5957 | 0.5972 | 0.5957 | 0.7718 |
106
+ | No log | 1.1111 | 110 | 0.4659 | 0.6273 | 0.4659 | 0.6826 |
107
+ | No log | 1.1313 | 112 | 0.4384 | 0.6824 | 0.4384 | 0.6621 |
108
+ | No log | 1.1515 | 114 | 0.4231 | 0.6581 | 0.4231 | 0.6505 |
109
+ | No log | 1.1717 | 116 | 0.4279 | 0.6091 | 0.4279 | 0.6541 |
110
+ | No log | 1.1919 | 118 | 0.5012 | 0.6160 | 0.5012 | 0.7079 |
111
+ | No log | 1.2121 | 120 | 0.5547 | 0.5870 | 0.5547 | 0.7448 |
112
+ | No log | 1.2323 | 122 | 0.5423 | 0.5928 | 0.5423 | 0.7364 |
113
+ | No log | 1.2525 | 124 | 0.5302 | 0.6137 | 0.5302 | 0.7282 |
114
+ | No log | 1.2727 | 126 | 0.5858 | 0.5847 | 0.5858 | 0.7654 |
115
+ | No log | 1.2929 | 128 | 0.4783 | 0.6016 | 0.4783 | 0.6916 |
116
+ | No log | 1.3131 | 130 | 0.4545 | 0.5997 | 0.4545 | 0.6742 |
117
+ | No log | 1.3333 | 132 | 0.4900 | 0.6533 | 0.4900 | 0.7000 |
118
+ | No log | 1.3535 | 134 | 0.5569 | 0.6246 | 0.5569 | 0.7463 |
119
+ | No log | 1.3737 | 136 | 0.6941 | 0.5597 | 0.6941 | 0.8331 |
120
+ | No log | 1.3939 | 138 | 0.6269 | 0.5530 | 0.6269 | 0.7918 |
121
+ | No log | 1.4141 | 140 | 0.5370 | 0.6167 | 0.5370 | 0.7328 |
122
+ | No log | 1.4343 | 142 | 0.4683 | 0.6273 | 0.4683 | 0.6844 |
123
+ | No log | 1.4545 | 144 | 0.4653 | 0.6252 | 0.4653 | 0.6821 |
124
+ | No log | 1.4747 | 146 | 0.4532 | 0.6137 | 0.4532 | 0.6732 |
125
+ | No log | 1.4949 | 148 | 0.4565 | 0.6079 | 0.4565 | 0.6756 |
126
+ | No log | 1.5152 | 150 | 0.6492 | 0.5182 | 0.6492 | 0.8057 |
127
+ | No log | 1.5354 | 152 | 0.8368 | 0.3903 | 0.8368 | 0.9148 |
128
+ | No log | 1.5556 | 154 | 0.7759 | 0.4540 | 0.7759 | 0.8809 |
129
+ | No log | 1.5758 | 156 | 0.5920 | 0.5715 | 0.5920 | 0.7694 |
130
+ | No log | 1.5960 | 158 | 0.4664 | 0.5772 | 0.4664 | 0.6829 |
131
+ | No log | 1.6162 | 160 | 0.4405 | 0.6409 | 0.4405 | 0.6637 |
132
+ | No log | 1.6364 | 162 | 0.4782 | 0.6378 | 0.4782 | 0.6915 |
133
+ | No log | 1.6566 | 164 | 0.5797 | 0.5800 | 0.5797 | 0.7614 |
134
+ | No log | 1.6768 | 166 | 0.6372 | 0.5521 | 0.6372 | 0.7983 |
135
+ | No log | 1.6970 | 168 | 0.5039 | 0.6210 | 0.5039 | 0.7098 |
136
+ | No log | 1.7172 | 170 | 0.4606 | 0.6636 | 0.4606 | 0.6787 |
137
+ | No log | 1.7374 | 172 | 0.4801 | 0.6563 | 0.4801 | 0.6929 |
138
+ | No log | 1.7576 | 174 | 0.4554 | 0.6752 | 0.4554 | 0.6748 |
139
+ | No log | 1.7778 | 176 | 0.4792 | 0.6439 | 0.4792 | 0.6923 |
140
+ | No log | 1.7980 | 178 | 0.5210 | 0.6281 | 0.5210 | 0.7218 |
141
+ | No log | 1.8182 | 180 | 0.6026 | 0.5248 | 0.6026 | 0.7763 |
142
+ | No log | 1.8384 | 182 | 0.6646 | 0.4807 | 0.6646 | 0.8152 |
143
+ | No log | 1.8586 | 184 | 0.7238 | 0.4611 | 0.7238 | 0.8508 |
144
+ | No log | 1.8788 | 186 | 0.5563 | 0.5518 | 0.5563 | 0.7459 |
145
+ | No log | 1.8990 | 188 | 0.4310 | 0.6262 | 0.4310 | 0.6565 |
146
+ | No log | 1.9192 | 190 | 0.4659 | 0.6464 | 0.4659 | 0.6826 |
147
+ | No log | 1.9394 | 192 | 0.5744 | 0.5836 | 0.5744 | 0.7579 |
148
+ | No log | 1.9596 | 194 | 0.5957 | 0.5864 | 0.5957 | 0.7718 |
149
+ | No log | 1.9798 | 196 | 0.5255 | 0.6336 | 0.5255 | 0.7249 |
150
+ | No log | 2.0 | 198 | 0.5154 | 0.6167 | 0.5154 | 0.7179 |
151
+ | No log | 2.0202 | 200 | 0.5811 | 0.5599 | 0.5811 | 0.7623 |
152
+ | No log | 2.0404 | 202 | 0.6868 | 0.5241 | 0.6868 | 0.8287 |
153
+ | No log | 2.0606 | 204 | 0.6167 | 0.5619 | 0.6167 | 0.7853 |
154
+ | No log | 2.0808 | 206 | 0.4414 | 0.7001 | 0.4414 | 0.6644 |
155
+ | No log | 2.1010 | 208 | 0.4241 | 0.7258 | 0.4241 | 0.6512 |
156
+ | No log | 2.1212 | 210 | 0.5128 | 0.6553 | 0.5128 | 0.7161 |
157
+ | No log | 2.1414 | 212 | 0.7633 | 0.5285 | 0.7633 | 0.8736 |
158
+ | No log | 2.1616 | 214 | 0.7805 | 0.5364 | 0.7805 | 0.8834 |
159
+ | No log | 2.1818 | 216 | 0.6143 | 0.5962 | 0.6143 | 0.7838 |
160
+ | No log | 2.2020 | 218 | 0.4738 | 0.7078 | 0.4738 | 0.6883 |
161
+ | No log | 2.2222 | 220 | 0.4811 | 0.6576 | 0.4811 | 0.6936 |
162
+ | No log | 2.2424 | 222 | 0.4788 | 0.6576 | 0.4788 | 0.6919 |
163
+ | No log | 2.2626 | 224 | 0.5424 | 0.6320 | 0.5424 | 0.7364 |
164
+ | No log | 2.2828 | 226 | 0.5690 | 0.6031 | 0.5690 | 0.7543 |
165
+ | No log | 2.3030 | 228 | 0.5594 | 0.6390 | 0.5594 | 0.7480 |
166
+ | No log | 2.3232 | 230 | 0.5012 | 0.6828 | 0.5012 | 0.7080 |
167
+ | No log | 2.3434 | 232 | 0.4376 | 0.6912 | 0.4376 | 0.6615 |
168
+ | No log | 2.3636 | 234 | 0.4209 | 0.6885 | 0.4209 | 0.6488 |
169
+ | No log | 2.3838 | 236 | 0.4412 | 0.6679 | 0.4412 | 0.6642 |
170
+ | No log | 2.4040 | 238 | 0.6753 | 0.4904 | 0.6753 | 0.8218 |
171
+ | No log | 2.4242 | 240 | 0.8822 | 0.3803 | 0.8822 | 0.9393 |
172
+ | No log | 2.4444 | 242 | 0.8198 | 0.4415 | 0.8198 | 0.9054 |
173
+ | No log | 2.4646 | 244 | 0.7410 | 0.4814 | 0.7410 | 0.8608 |
174
+ | No log | 2.4848 | 246 | 0.6392 | 0.5406 | 0.6392 | 0.7995 |
175
+ | No log | 2.5051 | 248 | 0.4713 | 0.6135 | 0.4713 | 0.6865 |
176
+ | No log | 2.5253 | 250 | 0.4495 | 0.6600 | 0.4495 | 0.6704 |
177
+ | No log | 2.5455 | 252 | 0.4332 | 0.6803 | 0.4332 | 0.6582 |
178
+ | No log | 2.5657 | 254 | 0.4518 | 0.6980 | 0.4518 | 0.6721 |
179
+ | No log | 2.5859 | 256 | 0.5212 | 0.6659 | 0.5212 | 0.7219 |
180
+ | No log | 2.6061 | 258 | 0.7160 | 0.5233 | 0.7160 | 0.8462 |
181
+ | No log | 2.6263 | 260 | 0.7221 | 0.4580 | 0.7221 | 0.8497 |
182
+ | No log | 2.6465 | 262 | 0.5726 | 0.4901 | 0.5726 | 0.7567 |
183
+ | No log | 2.6667 | 264 | 0.4629 | 0.5599 | 0.4629 | 0.6803 |
184
+ | No log | 2.6869 | 266 | 0.4259 | 0.6264 | 0.4259 | 0.6526 |
185
+ | No log | 2.7071 | 268 | 0.4130 | 0.6564 | 0.4130 | 0.6426 |
186
+ | No log | 2.7273 | 270 | 0.4060 | 0.6488 | 0.4060 | 0.6372 |
187
+ | No log | 2.7475 | 272 | 0.4092 | 0.6694 | 0.4092 | 0.6397 |
188
+ | No log | 2.7677 | 274 | 0.4230 | 0.7175 | 0.4230 | 0.6504 |
189
+ | No log | 2.7879 | 276 | 0.5503 | 0.5953 | 0.5503 | 0.7418 |
190
+ | No log | 2.8081 | 278 | 0.6174 | 0.5455 | 0.6174 | 0.7857 |
191
+ | No log | 2.8283 | 280 | 0.5289 | 0.6188 | 0.5289 | 0.7273 |
192
+ | No log | 2.8485 | 282 | 0.4348 | 0.6377 | 0.4348 | 0.6594 |
193
+ | No log | 2.8687 | 284 | 0.4178 | 0.6303 | 0.4178 | 0.6464 |
194
+ | No log | 2.8889 | 286 | 0.4285 | 0.5560 | 0.4285 | 0.6546 |
195
+ | No log | 2.9091 | 288 | 0.4839 | 0.4733 | 0.4839 | 0.6956 |
196
+ | No log | 2.9293 | 290 | 0.5337 | 0.4651 | 0.5337 | 0.7305 |
197
+ | No log | 2.9495 | 292 | 0.5038 | 0.5155 | 0.5038 | 0.7098 |
198
+ | No log | 2.9697 | 294 | 0.4717 | 0.5880 | 0.4717 | 0.6868 |
199
+ | No log | 2.9899 | 296 | 0.4817 | 0.6284 | 0.4817 | 0.6940 |
200
+ | No log | 3.0101 | 298 | 0.4936 | 0.6336 | 0.4936 | 0.7025 |
201
+ | No log | 3.0303 | 300 | 0.4310 | 0.6946 | 0.4310 | 0.6565 |
202
+ | No log | 3.0505 | 302 | 0.4184 | 0.7028 | 0.4184 | 0.6468 |
203
+ | No log | 3.0707 | 304 | 0.4944 | 0.6255 | 0.4944 | 0.7032 |
204
+ | No log | 3.0909 | 306 | 0.5080 | 0.6313 | 0.5080 | 0.7128 |
205
+ | No log | 3.1111 | 308 | 0.4478 | 0.6972 | 0.4478 | 0.6692 |
206
+ | No log | 3.1313 | 310 | 0.4734 | 0.6913 | 0.4734 | 0.6881 |
207
+ | No log | 3.1515 | 312 | 0.5411 | 0.6360 | 0.5411 | 0.7356 |
208
+ | No log | 3.1717 | 314 | 0.5459 | 0.6367 | 0.5459 | 0.7388 |
209
+ | No log | 3.1919 | 316 | 0.5335 | 0.6552 | 0.5335 | 0.7304 |
210
+ | No log | 3.2121 | 318 | 0.4951 | 0.6289 | 0.4951 | 0.7036 |
211
+ | No log | 3.2323 | 320 | 0.5534 | 0.6154 | 0.5534 | 0.7439 |
212
+ | No log | 3.2525 | 322 | 0.5340 | 0.6382 | 0.5340 | 0.7308 |
213
+ | No log | 3.2727 | 324 | 0.4645 | 0.6822 | 0.4645 | 0.6816 |
214
+ | No log | 3.2929 | 326 | 0.5300 | 0.6255 | 0.5300 | 0.7280 |
215
+ | No log | 3.3131 | 328 | 0.5323 | 0.6188 | 0.5323 | 0.7296 |
216
+ | No log | 3.3333 | 330 | 0.4859 | 0.6475 | 0.4859 | 0.6971 |
217
+ | No log | 3.3535 | 332 | 0.8037 | 0.5090 | 0.8037 | 0.8965 |
218
+ | No log | 3.3737 | 334 | 1.0383 | 0.4066 | 1.0383 | 1.0190 |
219
+ | No log | 3.3939 | 336 | 0.9358 | 0.4225 | 0.9358 | 0.9674 |
220
+ | No log | 3.4141 | 338 | 0.6982 | 0.5351 | 0.6982 | 0.8356 |
221
+ | No log | 3.4343 | 340 | 0.4546 | 0.6613 | 0.4546 | 0.6742 |
222
+ | No log | 3.4545 | 342 | 0.4228 | 0.6513 | 0.4228 | 0.6503 |
223
+ | No log | 3.4747 | 344 | 0.4159 | 0.6534 | 0.4159 | 0.6449 |
224
+ | No log | 3.4949 | 346 | 0.4126 | 0.6701 | 0.4126 | 0.6423 |
225
+ | No log | 3.5152 | 348 | 0.4794 | 0.6609 | 0.4794 | 0.6924 |
226
+ | No log | 3.5354 | 350 | 0.6280 | 0.6011 | 0.6280 | 0.7925 |
227
+ | No log | 3.5556 | 352 | 0.6433 | 0.6017 | 0.6433 | 0.8021 |
228
+ | No log | 3.5758 | 354 | 0.6046 | 0.6257 | 0.6046 | 0.7776 |
229
+ | No log | 3.5960 | 356 | 0.5843 | 0.6432 | 0.5843 | 0.7644 |
230
+ | No log | 3.6162 | 358 | 0.6137 | 0.6347 | 0.6137 | 0.7834 |
231
+ | No log | 3.6364 | 360 | 0.5384 | 0.6956 | 0.5384 | 0.7338 |
232
+ | No log | 3.6566 | 362 | 0.4696 | 0.6935 | 0.4696 | 0.6852 |
233
+ | No log | 3.6768 | 364 | 0.4149 | 0.6971 | 0.4149 | 0.6441 |
234
+ | No log | 3.6970 | 366 | 0.3950 | 0.6830 | 0.3950 | 0.6285 |
235
+ | No log | 3.7172 | 368 | 0.4067 | 0.6970 | 0.4067 | 0.6377 |
236
+ | No log | 3.7374 | 370 | 0.4379 | 0.6542 | 0.4379 | 0.6617 |
237
+ | No log | 3.7576 | 372 | 0.4702 | 0.6351 | 0.4702 | 0.6857 |
238
+ | No log | 3.7778 | 374 | 0.5298 | 0.6325 | 0.5298 | 0.7279 |
239
+ | No log | 3.7980 | 376 | 0.4978 | 0.6568 | 0.4978 | 0.7055 |
240
+ | No log | 3.8182 | 378 | 0.4240 | 0.7229 | 0.4240 | 0.6512 |
241
+ | No log | 3.8384 | 380 | 0.4542 | 0.7255 | 0.4542 | 0.6739 |
242
+ | No log | 3.8586 | 382 | 0.4801 | 0.7224 | 0.4801 | 0.6929 |
243
+ | No log | 3.8788 | 384 | 0.6541 | 0.5992 | 0.6541 | 0.8088 |
244
+ | No log | 3.8990 | 386 | 0.8113 | 0.5203 | 0.8113 | 0.9007 |
245
+ | No log | 3.9192 | 388 | 0.8043 | 0.4722 | 0.8043 | 0.8969 |
246
+ | No log | 3.9394 | 390 | 0.6871 | 0.5415 | 0.6871 | 0.8289 |
247
+ | No log | 3.9596 | 392 | 0.5006 | 0.6487 | 0.5006 | 0.7075 |
248
+ | No log | 3.9798 | 394 | 0.4014 | 0.6952 | 0.4014 | 0.6336 |
249
+ | No log | 4.0 | 396 | 0.3954 | 0.7081 | 0.3954 | 0.6288 |
250
+ | No log | 4.0202 | 398 | 0.3888 | 0.7006 | 0.3888 | 0.6235 |
251
+ | No log | 4.0404 | 400 | 0.3961 | 0.6757 | 0.3961 | 0.6294 |
252
+ | No log | 4.0606 | 402 | 0.4855 | 0.6713 | 0.4855 | 0.6968 |
253
+ | No log | 4.0808 | 404 | 0.6802 | 0.5927 | 0.6802 | 0.8247 |
254
+ | No log | 4.1010 | 406 | 0.7531 | 0.5652 | 0.7531 | 0.8678 |
255
+ | No log | 4.1212 | 408 | 0.7370 | 0.5833 | 0.7370 | 0.8585 |
256
+ | No log | 4.1414 | 410 | 0.5869 | 0.6642 | 0.5869 | 0.7661 |
257
+ | No log | 4.1616 | 412 | 0.4251 | 0.7180 | 0.4251 | 0.6520 |
258
+ | No log | 4.1818 | 414 | 0.4382 | 0.6799 | 0.4382 | 0.6620 |
259
+ | No log | 4.2020 | 416 | 0.4375 | 0.6904 | 0.4375 | 0.6615 |
260
+ | No log | 4.2222 | 418 | 0.4337 | 0.7220 | 0.4337 | 0.6586 |
261
+ | No log | 4.2424 | 420 | 0.5478 | 0.6365 | 0.5478 | 0.7401 |
262
+ | No log | 4.2626 | 422 | 0.6164 | 0.5760 | 0.6164 | 0.7851 |
263
+ | No log | 4.2828 | 424 | 0.5083 | 0.6794 | 0.5083 | 0.7130 |
264
+ | No log | 4.3030 | 426 | 0.4537 | 0.7117 | 0.4537 | 0.6736 |
265
+ | No log | 4.3232 | 428 | 0.4351 | 0.7133 | 0.4351 | 0.6596 |
266
+ | No log | 4.3434 | 430 | 0.4543 | 0.7124 | 0.4543 | 0.6740 |
267
+ | No log | 4.3636 | 432 | 0.5776 | 0.6197 | 0.5776 | 0.7600 |
268
+ | No log | 4.3838 | 434 | 0.7524 | 0.5262 | 0.7524 | 0.8674 |
269
+ | No log | 4.4040 | 436 | 0.7590 | 0.5032 | 0.7590 | 0.8712 |
270
+ | No log | 4.4242 | 438 | 0.6817 | 0.5460 | 0.6817 | 0.8257 |
271
+ | No log | 4.4444 | 440 | 0.6062 | 0.5985 | 0.6062 | 0.7786 |
272
+ | No log | 4.4646 | 442 | 0.5581 | 0.6562 | 0.5581 | 0.7471 |
273
+ | No log | 4.4848 | 444 | 0.5730 | 0.6754 | 0.5730 | 0.7569 |
274
+ | No log | 4.5051 | 446 | 0.6333 | 0.6874 | 0.6333 | 0.7958 |
275
+ | No log | 4.5253 | 448 | 0.6988 | 0.6098 | 0.6988 | 0.8359 |
276
+ | No log | 4.5455 | 450 | 0.6742 | 0.6180 | 0.6742 | 0.8211 |
277
+ | No log | 4.5657 | 452 | 0.5538 | 0.6498 | 0.5538 | 0.7442 |
278
+ | No log | 4.5859 | 454 | 0.4457 | 0.6213 | 0.4457 | 0.6676 |
279
+ | No log | 4.6061 | 456 | 0.4182 | 0.6250 | 0.4182 | 0.6467 |
280
+ | No log | 4.6263 | 458 | 0.4380 | 0.6350 | 0.4380 | 0.6619 |
281
+ | No log | 4.6465 | 460 | 0.5240 | 0.6251 | 0.5240 | 0.7239 |
282
+ | No log | 4.6667 | 462 | 0.5389 | 0.6459 | 0.5389 | 0.7341 |
283
+ | No log | 4.6869 | 464 | 0.5117 | 0.6927 | 0.5117 | 0.7154 |
284
+ | No log | 4.7071 | 466 | 0.5187 | 0.7049 | 0.5187 | 0.7202 |
285
+ | No log | 4.7273 | 468 | 0.4985 | 0.7188 | 0.4985 | 0.7060 |
286
+ | No log | 4.7475 | 470 | 0.4804 | 0.6795 | 0.4804 | 0.6931 |
287
+ | No log | 4.7677 | 472 | 0.5161 | 0.6677 | 0.5161 | 0.7184 |
288
+ | No log | 4.7879 | 474 | 0.6234 | 0.5944 | 0.6234 | 0.7896 |
289
+ | No log | 4.8081 | 476 | 0.6180 | 0.6254 | 0.6180 | 0.7861 |
290
+ | No log | 4.8283 | 478 | 0.5394 | 0.6633 | 0.5394 | 0.7344 |
291
+ | No log | 4.8485 | 480 | 0.5032 | 0.7041 | 0.5032 | 0.7094 |
292
+ | No log | 4.8687 | 482 | 0.4854 | 0.7186 | 0.4854 | 0.6967 |
293
+ | No log | 4.8889 | 484 | 0.5197 | 0.6469 | 0.5197 | 0.7209 |
294
+ | No log | 4.9091 | 486 | 0.6987 | 0.5691 | 0.6987 | 0.8359 |
295
+ | No log | 4.9293 | 488 | 0.8566 | 0.4831 | 0.8566 | 0.9255 |
296
+ | No log | 4.9495 | 490 | 0.7736 | 0.5194 | 0.7736 | 0.8796 |
297
+ | No log | 4.9697 | 492 | 0.5160 | 0.5824 | 0.5160 | 0.7183 |
298
+ | No log | 4.9899 | 494 | 0.4634 | 0.6021 | 0.4634 | 0.6808 |
299
+ | No log | 5.0101 | 496 | 0.4314 | 0.6340 | 0.4314 | 0.6568 |
300
+ | No log | 5.0303 | 498 | 0.4743 | 0.6609 | 0.4743 | 0.6887 |
301
+ | 0.5311 | 5.0505 | 500 | 0.6548 | 0.6347 | 0.6548 | 0.8092 |
302
+ | 0.5311 | 5.0707 | 502 | 0.9260 | 0.5815 | 0.9260 | 0.9623 |
303
+ | 0.5311 | 5.0909 | 504 | 0.8772 | 0.5922 | 0.8772 | 0.9366 |
304
+ | 0.5311 | 5.1111 | 506 | 0.7710 | 0.6230 | 0.7710 | 0.8781 |
305
+ | 0.5311 | 5.1313 | 508 | 0.6076 | 0.6666 | 0.6076 | 0.7795 |
306
+ | 0.5311 | 5.1515 | 510 | 0.5119 | 0.6977 | 0.5119 | 0.7155 |
307
+ | 0.5311 | 5.1717 | 512 | 0.5983 | 0.6629 | 0.5983 | 0.7735 |
308
+ | 0.5311 | 5.1919 | 514 | 0.5607 | 0.6643 | 0.5607 | 0.7488 |
309
+ | 0.5311 | 5.2121 | 516 | 0.4336 | 0.6699 | 0.4336 | 0.6585 |
310
+ | 0.5311 | 5.2323 | 518 | 0.4463 | 0.6578 | 0.4463 | 0.6681 |
311
+ | 0.5311 | 5.2525 | 520 | 0.5635 | 0.5910 | 0.5635 | 0.7507 |
312
+ | 0.5311 | 5.2727 | 522 | 0.6719 | 0.5514 | 0.6719 | 0.8197 |
313
+ | 0.5311 | 5.2929 | 524 | 0.6379 | 0.6048 | 0.6379 | 0.7987 |
314
+ | 0.5311 | 5.3131 | 526 | 0.5615 | 0.6597 | 0.5615 | 0.7493 |
315
+ | 0.5311 | 5.3333 | 528 | 0.4546 | 0.7072 | 0.4546 | 0.6742 |
316
+ | 0.5311 | 5.3535 | 530 | 0.4233 | 0.6703 | 0.4233 | 0.6506 |
317
+ | 0.5311 | 5.3737 | 532 | 0.3957 | 0.6873 | 0.3957 | 0.6291 |
318
+ | 0.5311 | 5.3939 | 534 | 0.4237 | 0.6549 | 0.4237 | 0.6509 |
319
+ | 0.5311 | 5.4141 | 536 | 0.5246 | 0.6222 | 0.5246 | 0.7243 |
320
+ | 0.5311 | 5.4343 | 538 | 0.6562 | 0.5383 | 0.6562 | 0.8100 |
321
+ | 0.5311 | 5.4545 | 540 | 0.6706 | 0.5183 | 0.6706 | 0.8189 |
322
+ | 0.5311 | 5.4747 | 542 | 0.5935 | 0.5883 | 0.5935 | 0.7704 |
323
+ | 0.5311 | 5.4949 | 544 | 0.5122 | 0.6327 | 0.5122 | 0.7157 |
324
 
325
 
326
  ### Framework versions