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Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_vocabulary

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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_TestTask8_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_TestTask8_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: 0.1690
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- - Qwk: 0.2264
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- - Mse: 0.1690
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- - Rmse: 0.4111
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  ## Model description
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@@ -47,263 +47,263 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
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- | No log | 0.0196 | 2 | 1.1059 | 0.0217 | 1.1059 | 1.0516 |
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- | No log | 0.0392 | 4 | 0.7064 | 0.0202 | 0.7064 | 0.8405 |
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- | No log | 0.0588 | 6 | 0.2304 | 0.1225 | 0.2304 | 0.4800 |
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- | No log | 0.0784 | 8 | 0.2240 | 0.0299 | 0.2240 | 0.4733 |
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- | No log | 0.0980 | 10 | 0.2156 | 0.1127 | 0.2156 | 0.4643 |
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- | No log | 0.1176 | 12 | 0.2270 | -0.0077 | 0.2270 | 0.4765 |
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- | No log | 0.1373 | 14 | 0.2660 | -0.0734 | 0.2660 | 0.5157 |
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- | No log | 0.1569 | 16 | 0.2882 | -0.0252 | 0.2882 | 0.5369 |
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- | No log | 0.1765 | 18 | 0.2063 | 0.0997 | 0.2063 | 0.4542 |
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- | No log | 0.1961 | 20 | 0.1955 | 0.0109 | 0.1955 | 0.4422 |
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- | No log | 0.2157 | 22 | 0.2139 | 0.0 | 0.2139 | 0.4625 |
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- | No log | 0.2353 | 24 | 0.2119 | 0.1058 | 0.2119 | 0.4603 |
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- | No log | 0.2549 | 26 | 0.2118 | 0.1058 | 0.2118 | 0.4602 |
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- | No log | 0.2745 | 28 | 0.1884 | 0.1760 | 0.1884 | 0.4341 |
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- | No log | 0.2941 | 30 | 0.1931 | 0.0880 | 0.1931 | 0.4395 |
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- | No log | 0.3137 | 32 | 0.1831 | 0.1058 | 0.1831 | 0.4279 |
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- | No log | 0.3333 | 34 | 0.1744 | 0.1368 | 0.1744 | 0.4177 |
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- | No log | 0.3529 | 36 | 0.1930 | 0.1020 | 0.1930 | 0.4393 |
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- | No log | 0.3725 | 38 | 0.1831 | 0.0904 | 0.1831 | 0.4279 |
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- | No log | 0.3922 | 40 | 0.1924 | 0.1162 | 0.1924 | 0.4387 |
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- | No log | 0.4118 | 42 | 0.2152 | 0.0 | 0.2152 | 0.4639 |
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- | No log | 0.4314 | 44 | 0.2050 | 0.0 | 0.2050 | 0.4528 |
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- | No log | 0.4510 | 46 | 0.1811 | 0.0201 | 0.1811 | 0.4256 |
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- | No log | 0.4706 | 48 | 0.1770 | 0.0018 | 0.1770 | 0.4207 |
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- | No log | 0.4902 | 50 | 0.1848 | 0.0972 | 0.1848 | 0.4298 |
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- | No log | 0.5098 | 52 | 0.1924 | 0.2351 | 0.1924 | 0.4386 |
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- | No log | 0.5294 | 54 | 0.1813 | 0.1368 | 0.1813 | 0.4258 |
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- | No log | 0.5490 | 56 | 0.1697 | 0.0299 | 0.1697 | 0.4120 |
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- | No log | 0.5686 | 58 | 0.1890 | 0.0 | 0.1890 | 0.4348 |
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- | No log | 0.5882 | 60 | 0.2168 | 0.0 | 0.2168 | 0.4656 |
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- | No log | 0.6078 | 62 | 0.2130 | 0.0 | 0.2130 | 0.4615 |
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- | No log | 0.6275 | 64 | 0.2260 | 0.0 | 0.2260 | 0.4754 |
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- | No log | 0.6471 | 66 | 0.2160 | 0.0 | 0.2160 | 0.4647 |
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- | No log | 0.6667 | 68 | 0.1999 | 0.0593 | 0.1999 | 0.4471 |
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- | No log | 0.6863 | 70 | 0.1917 | 0.1159 | 0.1917 | 0.4378 |
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- | No log | 0.7059 | 72 | 0.1902 | 0.1098 | 0.1902 | 0.4362 |
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- | No log | 0.7255 | 74 | 0.2163 | 0.0299 | 0.2163 | 0.4651 |
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- | No log | 0.7451 | 76 | 0.2386 | -0.0097 | 0.2386 | 0.4885 |
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- | No log | 0.7647 | 78 | 0.2022 | 0.0201 | 0.2022 | 0.4496 |
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- | No log | 0.7843 | 80 | 0.2070 | 0.0544 | 0.2070 | 0.4549 |
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- | No log | 0.8039 | 82 | 0.2203 | 0.0771 | 0.2203 | 0.4694 |
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- | No log | 0.8235 | 84 | 0.2118 | 0.0774 | 0.2118 | 0.4603 |
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- | No log | 0.8431 | 86 | 0.2129 | 0.0388 | 0.2129 | 0.4614 |
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- | No log | 0.8627 | 88 | 0.2198 | 0.0009 | 0.2198 | 0.4688 |
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- | No log | 0.8824 | 90 | 0.2424 | -0.0097 | 0.2424 | 0.4924 |
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- | No log | 0.9020 | 92 | 0.2319 | 0.0 | 0.2319 | 0.4815 |
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- | No log | 0.9216 | 94 | 0.2057 | 0.0202 | 0.2057 | 0.4536 |
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- | No log | 0.9412 | 96 | 0.1924 | 0.0566 | 0.1924 | 0.4387 |
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- | No log | 0.9608 | 98 | 0.2119 | 0.1471 | 0.2119 | 0.4603 |
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- | No log | 0.9804 | 100 | 0.2124 | 0.1020 | 0.2124 | 0.4608 |
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- | No log | 1.0 | 102 | 0.2030 | 0.1745 | 0.2030 | 0.4505 |
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- | No log | 1.0196 | 104 | 0.1780 | 0.1058 | 0.1780 | 0.4219 |
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- | No log | 1.0392 | 106 | 0.1685 | 0.0593 | 0.1685 | 0.4105 |
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- | No log | 1.0588 | 108 | 0.1683 | 0.1229 | 0.1683 | 0.4102 |
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- | No log | 1.0784 | 110 | 0.1808 | 0.0299 | 0.1808 | 0.4252 |
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- | No log | 1.0980 | 112 | 0.2087 | 0.0 | 0.2087 | 0.4568 |
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- | No log | 1.1176 | 114 | 0.1911 | 0.0 | 0.1911 | 0.4371 |
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- | No log | 1.1373 | 116 | 0.1700 | 0.0593 | 0.1700 | 0.4124 |
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- | No log | 1.1569 | 118 | 0.1777 | 0.0 | 0.1777 | 0.4216 |
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- | No log | 1.1765 | 120 | 0.1737 | 0.0299 | 0.1737 | 0.4168 |
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- | No log | 1.1961 | 122 | 0.1665 | 0.0593 | 0.1665 | 0.4080 |
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- | No log | 1.2157 | 124 | 0.1680 | 0.1162 | 0.1680 | 0.4099 |
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- | No log | 1.2353 | 126 | 0.1699 | 0.1058 | 0.1699 | 0.4122 |
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- | No log | 1.2549 | 128 | 0.1676 | 0.0593 | 0.1676 | 0.4093 |
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- | No log | 1.2745 | 130 | 0.1725 | 0.0593 | 0.1725 | 0.4153 |
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- | No log | 1.2941 | 132 | 0.1797 | 0.0593 | 0.1797 | 0.4239 |
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- | No log | 1.3137 | 134 | 0.1866 | 0.0593 | 0.1866 | 0.4319 |
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- | No log | 1.3333 | 136 | 0.1882 | 0.0880 | 0.1882 | 0.4338 |
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- | No log | 1.3529 | 138 | 0.1847 | 0.1911 | 0.1847 | 0.4298 |
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- | No log | 1.3725 | 140 | 0.1868 | 0.3081 | 0.1868 | 0.4323 |
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- | No log | 1.3922 | 142 | 0.1746 | 0.2998 | 0.1746 | 0.4179 |
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- | No log | 1.4118 | 144 | 0.1647 | 0.2950 | 0.1647 | 0.4058 |
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- | No log | 1.4314 | 146 | 0.1567 | 0.2818 | 0.1567 | 0.3959 |
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- | No log | 1.4510 | 148 | 0.1561 | 0.2096 | 0.1561 | 0.3951 |
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- | No log | 1.4706 | 150 | 0.1622 | 0.2294 | 0.1622 | 0.4028 |
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- | No log | 1.4902 | 152 | 0.1614 | 0.1752 | 0.1614 | 0.4018 |
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- | No log | 1.5098 | 154 | 0.1672 | 0.0880 | 0.1672 | 0.4089 |
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- | No log | 1.5294 | 156 | 0.1697 | 0.0593 | 0.1697 | 0.4120 |
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- | No log | 1.5490 | 158 | 0.1736 | 0.0593 | 0.1736 | 0.4166 |
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- | No log | 1.5686 | 160 | 0.1759 | 0.0593 | 0.1759 | 0.4194 |
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- | No log | 1.5882 | 162 | 0.1747 | 0.0593 | 0.1747 | 0.4180 |
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- | No log | 1.6078 | 164 | 0.1661 | 0.1760 | 0.1661 | 0.4076 |
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- | No log | 1.6275 | 166 | 0.1918 | 0.1728 | 0.1918 | 0.4379 |
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- | No log | 1.6471 | 168 | 0.1941 | 0.1772 | 0.1941 | 0.4406 |
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- | No log | 1.6667 | 170 | 0.1896 | 0.0593 | 0.1896 | 0.4354 |
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- | No log | 1.6863 | 172 | 0.1886 | -0.0097 | 0.1886 | 0.4343 |
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- | No log | 1.7059 | 174 | 0.2004 | 0.1065 | 0.2004 | 0.4477 |
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- | No log | 1.7255 | 176 | 0.2176 | 0.1792 | 0.2176 | 0.4665 |
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- | No log | 1.7451 | 178 | 0.2071 | 0.2197 | 0.2071 | 0.4551 |
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- | No log | 1.7647 | 180 | 0.1846 | 0.2708 | 0.1846 | 0.4296 |
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- | No log | 1.7843 | 182 | 0.1989 | 0.2352 | 0.1989 | 0.4460 |
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- | No log | 1.8039 | 184 | 0.2186 | 0.1987 | 0.2186 | 0.4675 |
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- | No log | 1.8235 | 186 | 0.1817 | 0.1818 | 0.1817 | 0.4263 |
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- | No log | 1.8431 | 188 | 0.1640 | 0.1745 | 0.1640 | 0.4049 |
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- | No log | 1.8627 | 190 | 0.1686 | 0.1867 | 0.1686 | 0.4106 |
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- | No log | 1.8824 | 192 | 0.1791 | 0.1752 | 0.1791 | 0.4232 |
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- | No log | 1.9020 | 194 | 0.1679 | 0.1807 | 0.1679 | 0.4097 |
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- | No log | 1.9216 | 196 | 0.1713 | 0.0299 | 0.1713 | 0.4139 |
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- | No log | 1.9412 | 198 | 0.1940 | 0.0 | 0.1940 | 0.4405 |
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- | No log | 1.9608 | 200 | 0.2042 | 0.0299 | 0.2042 | 0.4519 |
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- | No log | 1.9804 | 202 | 0.2110 | 0.0677 | 0.2110 | 0.4593 |
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- | No log | 2.0 | 204 | 0.2075 | 0.0299 | 0.2075 | 0.4555 |
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- | No log | 2.0196 | 206 | 0.2029 | 0.0 | 0.2029 | 0.4504 |
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- | No log | 2.0392 | 208 | 0.2131 | 0.0 | 0.2131 | 0.4617 |
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- | No log | 2.0588 | 210 | 0.1971 | 0.0299 | 0.1971 | 0.4440 |
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- | No log | 2.0784 | 212 | 0.1666 | 0.1058 | 0.1666 | 0.4082 |
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- | No log | 2.0980 | 214 | 0.1586 | 0.1602 | 0.1586 | 0.3982 |
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- | No log | 2.1176 | 216 | 0.1565 | 0.2163 | 0.1565 | 0.3957 |
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- | No log | 2.1373 | 218 | 0.1565 | 0.2232 | 0.1565 | 0.3956 |
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- | No log | 2.1569 | 220 | 0.1594 | 0.2166 | 0.1594 | 0.3992 |
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- | No log | 2.1765 | 222 | 0.1672 | 0.2514 | 0.1672 | 0.4090 |
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- | No log | 2.1961 | 224 | 0.1760 | 0.2831 | 0.1760 | 0.4195 |
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- | No log | 2.2157 | 226 | 0.1774 | 0.2623 | 0.1774 | 0.4212 |
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- | No log | 2.2353 | 228 | 0.1699 | 0.1254 | 0.1699 | 0.4122 |
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- | No log | 2.2549 | 230 | 0.1638 | 0.1058 | 0.1638 | 0.4047 |
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- | No log | 2.2745 | 232 | 0.1642 | 0.0778 | 0.1642 | 0.4052 |
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- | No log | 2.2941 | 234 | 0.1635 | 0.0778 | 0.1635 | 0.4043 |
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- | No log | 2.3137 | 236 | 0.1686 | 0.0880 | 0.1686 | 0.4106 |
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- | No log | 2.3333 | 238 | 0.1625 | 0.1162 | 0.1625 | 0.4031 |
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- | No log | 2.3529 | 240 | 0.1575 | 0.1333 | 0.1575 | 0.3969 |
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- | No log | 2.3725 | 242 | 0.1542 | 0.2520 | 0.1542 | 0.3927 |
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- | No log | 2.3922 | 244 | 0.1550 | 0.2908 | 0.1550 | 0.3937 |
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- | No log | 2.4118 | 246 | 0.1576 | 0.3245 | 0.1576 | 0.3970 |
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- | No log | 2.4314 | 248 | 0.1624 | 0.2908 | 0.1624 | 0.4030 |
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- | No log | 2.4510 | 250 | 0.1849 | 0.1710 | 0.1849 | 0.4299 |
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- | No log | 2.4706 | 252 | 0.1970 | 0.1439 | 0.1970 | 0.4438 |
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- | No log | 2.4902 | 254 | 0.1959 | 0.1439 | 0.1959 | 0.4426 |
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- | No log | 2.5098 | 256 | 0.2103 | 0.0880 | 0.2103 | 0.4586 |
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- | No log | 2.5294 | 258 | 0.2014 | 0.0880 | 0.2014 | 0.4488 |
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- | No log | 2.5490 | 260 | 0.1957 | 0.0880 | 0.1957 | 0.4423 |
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- | No log | 2.5686 | 262 | 0.1813 | 0.0880 | 0.1813 | 0.4258 |
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- | No log | 2.5882 | 264 | 0.1658 | 0.1229 | 0.1658 | 0.4072 |
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- | No log | 2.6078 | 266 | 0.1607 | 0.1807 | 0.1607 | 0.4008 |
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- | No log | 2.6275 | 268 | 0.1625 | 0.1807 | 0.1625 | 0.4031 |
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- | No log | 2.6471 | 270 | 0.1734 | 0.1655 | 0.1734 | 0.4165 |
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- | No log | 2.6667 | 272 | 0.1741 | 0.1911 | 0.1741 | 0.4173 |
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- | No log | 2.6863 | 274 | 0.1591 | 0.2545 | 0.1591 | 0.3988 |
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- | No log | 2.7059 | 276 | 0.1553 | 0.2676 | 0.1553 | 0.3941 |
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- | No log | 2.7255 | 278 | 0.1605 | 0.1760 | 0.1605 | 0.4006 |
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- | No log | 2.7451 | 280 | 0.1657 | 0.1058 | 0.1657 | 0.4070 |
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- | No log | 2.7647 | 282 | 0.1597 | 0.1393 | 0.1597 | 0.3996 |
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- | No log | 2.7843 | 284 | 0.1596 | 0.1655 | 0.1596 | 0.3995 |
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- | No log | 2.8039 | 286 | 0.1640 | 0.1333 | 0.1640 | 0.4050 |
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- | No log | 2.8235 | 288 | 0.1614 | 0.2411 | 0.1614 | 0.4018 |
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- | No log | 2.8431 | 290 | 0.1669 | 0.3090 | 0.1669 | 0.4086 |
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- | No log | 2.8627 | 292 | 0.1654 | 0.2469 | 0.1654 | 0.4067 |
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- | No log | 2.8824 | 294 | 0.1656 | 0.1192 | 0.1656 | 0.4069 |
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- | No log | 2.9020 | 296 | 0.1746 | 0.0492 | 0.1746 | 0.4179 |
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- | No log | 2.9216 | 298 | 0.1801 | 0.0 | 0.1801 | 0.4244 |
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- | No log | 2.9412 | 300 | 0.1870 | 0.0299 | 0.1870 | 0.4324 |
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- | No log | 2.9608 | 302 | 0.1865 | 0.0201 | 0.1865 | 0.4318 |
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- | No log | 2.9804 | 304 | 0.1836 | 0.0492 | 0.1836 | 0.4285 |
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- | No log | 3.0 | 306 | 0.1757 | 0.1229 | 0.1757 | 0.4192 |
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- | No log | 3.0196 | 308 | 0.1718 | 0.1604 | 0.1718 | 0.4145 |
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- | No log | 3.0392 | 310 | 0.1669 | 0.2570 | 0.1669 | 0.4086 |
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- | No log | 3.0588 | 312 | 0.1607 | 0.2545 | 0.1607 | 0.4009 |
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- | No log | 3.0784 | 314 | 0.1627 | 0.0757 | 0.1627 | 0.4033 |
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- | No log | 3.0980 | 316 | 0.1816 | 0.0956 | 0.1816 | 0.4261 |
210
- | No log | 3.1176 | 318 | 0.1991 | 0.0778 | 0.1991 | 0.4462 |
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- | No log | 3.1373 | 320 | 0.1772 | 0.1655 | 0.1772 | 0.4210 |
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- | No log | 3.1569 | 322 | 0.1683 | 0.2163 | 0.1683 | 0.4102 |
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- | No log | 3.1765 | 324 | 0.1622 | 0.2103 | 0.1622 | 0.4027 |
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- | No log | 3.1961 | 326 | 0.1732 | 0.2364 | 0.1732 | 0.4161 |
215
- | No log | 3.2157 | 328 | 0.1967 | 0.1162 | 0.1967 | 0.4435 |
216
- | No log | 3.2353 | 330 | 0.1936 | 0.1439 | 0.1936 | 0.4400 |
217
- | No log | 3.2549 | 332 | 0.1785 | 0.1710 | 0.1785 | 0.4225 |
218
- | No log | 3.2745 | 334 | 0.1729 | 0.1162 | 0.1729 | 0.4158 |
219
- | No log | 3.2941 | 336 | 0.1626 | 0.2126 | 0.1626 | 0.4033 |
220
- | No log | 3.3137 | 338 | 0.1640 | 0.1867 | 0.1640 | 0.4050 |
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- | No log | 3.3333 | 340 | 0.1611 | 0.2908 | 0.1611 | 0.4014 |
222
- | No log | 3.3529 | 342 | 0.1619 | 0.3263 | 0.1619 | 0.4023 |
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- | No log | 3.3725 | 344 | 0.1649 | 0.3090 | 0.1649 | 0.4060 |
224
- | No log | 3.3922 | 346 | 0.1648 | 0.3040 | 0.1648 | 0.4059 |
225
- | No log | 3.4118 | 348 | 0.1860 | 0.3016 | 0.1860 | 0.4313 |
226
- | No log | 3.4314 | 350 | 0.1740 | 0.3581 | 0.1740 | 0.4172 |
227
- | No log | 3.4510 | 352 | 0.1766 | 0.3472 | 0.1766 | 0.4203 |
228
- | No log | 3.4706 | 354 | 0.1880 | 0.2492 | 0.1880 | 0.4335 |
229
- | No log | 3.4902 | 356 | 0.1840 | 0.1990 | 0.1840 | 0.4289 |
230
- | No log | 3.5098 | 358 | 0.1904 | 0.2974 | 0.1904 | 0.4363 |
231
- | No log | 3.5294 | 360 | 0.1705 | 0.2445 | 0.1705 | 0.4130 |
232
- | No log | 3.5490 | 362 | 0.1883 | 0.0492 | 0.1883 | 0.4339 |
233
- | No log | 3.5686 | 364 | 0.1794 | 0.1162 | 0.1794 | 0.4236 |
234
- | No log | 3.5882 | 366 | 0.1693 | 0.2743 | 0.1693 | 0.4114 |
235
- | No log | 3.6078 | 368 | 0.1635 | 0.2892 | 0.1635 | 0.4043 |
236
- | No log | 3.6275 | 370 | 0.1639 | 0.3245 | 0.1639 | 0.4048 |
237
- | No log | 3.6471 | 372 | 0.1645 | 0.3136 | 0.1645 | 0.4056 |
238
- | No log | 3.6667 | 374 | 0.1679 | 0.2654 | 0.1679 | 0.4097 |
239
- | No log | 3.6863 | 376 | 0.1914 | 0.2236 | 0.1914 | 0.4375 |
240
- | No log | 3.7059 | 378 | 0.2001 | 0.0880 | 0.2001 | 0.4474 |
241
- | No log | 3.7255 | 380 | 0.1969 | 0.0880 | 0.1969 | 0.4437 |
242
- | No log | 3.7451 | 382 | 0.1841 | 0.1058 | 0.1841 | 0.4291 |
243
- | No log | 3.7647 | 384 | 0.1725 | 0.1333 | 0.1725 | 0.4154 |
244
- | No log | 3.7843 | 386 | 0.1570 | 0.1451 | 0.1570 | 0.3962 |
245
- | No log | 3.8039 | 388 | 0.1583 | 0.3577 | 0.1583 | 0.3979 |
246
- | No log | 3.8235 | 390 | 0.1695 | 0.3568 | 0.1695 | 0.4117 |
247
- | No log | 3.8431 | 392 | 0.1841 | 0.3476 | 0.1841 | 0.4290 |
248
- | No log | 3.8627 | 394 | 0.1613 | 0.2880 | 0.1613 | 0.4017 |
249
- | No log | 3.8824 | 396 | 0.1569 | 0.1954 | 0.1569 | 0.3961 |
250
- | No log | 3.9020 | 398 | 0.1576 | 0.2058 | 0.1576 | 0.3970 |
251
- | No log | 3.9216 | 400 | 0.1622 | 0.1655 | 0.1622 | 0.4027 |
252
- | No log | 3.9412 | 402 | 0.1620 | 0.1807 | 0.1620 | 0.4025 |
253
- | No log | 3.9608 | 404 | 0.1628 | 0.2163 | 0.1628 | 0.4035 |
254
- | No log | 3.9804 | 406 | 0.1598 | 0.2096 | 0.1598 | 0.3998 |
255
- | No log | 4.0 | 408 | 0.1615 | 0.2069 | 0.1615 | 0.4019 |
256
- | No log | 4.0196 | 410 | 0.1638 | 0.2445 | 0.1638 | 0.4047 |
257
- | No log | 4.0392 | 412 | 0.1684 | 0.1745 | 0.1684 | 0.4103 |
258
- | No log | 4.0588 | 414 | 0.1742 | 0.1935 | 0.1742 | 0.4174 |
259
- | No log | 4.0784 | 416 | 0.2118 | 0.2126 | 0.2118 | 0.4602 |
260
- | No log | 4.0980 | 418 | 0.2328 | 0.0299 | 0.2328 | 0.4825 |
261
- | No log | 4.1176 | 420 | 0.2020 | 0.1867 | 0.2020 | 0.4495 |
262
- | No log | 4.1373 | 422 | 0.1582 | 0.2492 | 0.1582 | 0.3978 |
263
- | No log | 4.1569 | 424 | 0.1652 | 0.4065 | 0.1652 | 0.4065 |
264
- | No log | 4.1765 | 426 | 0.1684 | 0.3884 | 0.1684 | 0.4104 |
265
- | No log | 4.1961 | 428 | 0.1481 | 0.3269 | 0.1481 | 0.3849 |
266
- | No log | 4.2157 | 430 | 0.1608 | 0.3003 | 0.1608 | 0.4010 |
267
- | No log | 4.2353 | 432 | 0.2002 | 0.1602 | 0.2002 | 0.4475 |
268
- | No log | 4.2549 | 434 | 0.2263 | 0.0778 | 0.2263 | 0.4757 |
269
- | No log | 4.2745 | 436 | 0.2243 | 0.0778 | 0.2243 | 0.4737 |
270
- | No log | 4.2941 | 438 | 0.1978 | 0.0778 | 0.1978 | 0.4448 |
271
- | No log | 4.3137 | 440 | 0.1663 | 0.1867 | 0.1663 | 0.4078 |
272
- | No log | 4.3333 | 442 | 0.1501 | 0.2520 | 0.1501 | 0.3875 |
273
- | No log | 4.3529 | 444 | 0.1473 | 0.3016 | 0.1473 | 0.3838 |
274
- | No log | 4.3725 | 446 | 0.1552 | 0.3378 | 0.1552 | 0.3939 |
275
- | No log | 4.3922 | 448 | 0.2091 | 0.3476 | 0.2091 | 0.4573 |
276
- | No log | 4.4118 | 450 | 0.2381 | 0.3391 | 0.2381 | 0.4879 |
277
- | No log | 4.4314 | 452 | 0.2070 | 0.2659 | 0.2070 | 0.4550 |
278
- | No log | 4.4510 | 454 | 0.1748 | 0.1471 | 0.1748 | 0.4180 |
279
- | No log | 4.4706 | 456 | 0.1723 | 0.1254 | 0.1723 | 0.4151 |
280
- | No log | 4.4902 | 458 | 0.1771 | 0.1602 | 0.1771 | 0.4209 |
281
- | No log | 4.5098 | 460 | 0.1682 | 0.1393 | 0.1682 | 0.4102 |
282
- | No log | 4.5294 | 462 | 0.1541 | 0.2232 | 0.1541 | 0.3925 |
283
- | No log | 4.5490 | 464 | 0.1557 | 0.3008 | 0.1557 | 0.3946 |
284
- | No log | 4.5686 | 466 | 0.1800 | 0.3478 | 0.1800 | 0.4242 |
285
- | No log | 4.5882 | 468 | 0.1916 | 0.3180 | 0.1916 | 0.4377 |
286
- | No log | 4.6078 | 470 | 0.1686 | 0.2964 | 0.1686 | 0.4107 |
287
- | No log | 4.6275 | 472 | 0.1561 | 0.2657 | 0.1561 | 0.3951 |
288
- | No log | 4.6471 | 474 | 0.1711 | 0.2236 | 0.1711 | 0.4137 |
289
- | No log | 4.6667 | 476 | 0.2098 | 0.0593 | 0.2098 | 0.4581 |
290
- | No log | 4.6863 | 478 | 0.2263 | 0.0 | 0.2263 | 0.4757 |
291
- | No log | 4.7059 | 480 | 0.2227 | 0.0 | 0.2227 | 0.4719 |
292
- | No log | 4.7255 | 482 | 0.2112 | 0.0 | 0.2112 | 0.4596 |
293
- | No log | 4.7451 | 484 | 0.1975 | 0.0299 | 0.1975 | 0.4444 |
294
- | No log | 4.7647 | 486 | 0.1833 | 0.0299 | 0.1833 | 0.4282 |
295
- | No log | 4.7843 | 488 | 0.1770 | 0.1162 | 0.1770 | 0.4207 |
296
- | No log | 4.8039 | 490 | 0.1688 | 0.1975 | 0.1688 | 0.4108 |
297
- | No log | 4.8235 | 492 | 0.1585 | 0.1911 | 0.1585 | 0.3982 |
298
- | No log | 4.8431 | 494 | 0.1521 | 0.3153 | 0.1521 | 0.3899 |
299
- | No log | 4.8627 | 496 | 0.1635 | 0.3292 | 0.1635 | 0.4043 |
300
- | No log | 4.8824 | 498 | 0.1650 | 0.3203 | 0.1650 | 0.4062 |
301
- | 0.2213 | 4.9020 | 500 | 0.1598 | 0.2894 | 0.1598 | 0.3998 |
302
- | 0.2213 | 4.9216 | 502 | 0.1659 | 0.2783 | 0.1659 | 0.4073 |
303
- | 0.2213 | 4.9412 | 504 | 0.1878 | 0.2236 | 0.1878 | 0.4334 |
304
- | 0.2213 | 4.9608 | 506 | 0.1964 | 0.1439 | 0.1964 | 0.4432 |
305
- | 0.2213 | 4.9804 | 508 | 0.1860 | 0.2271 | 0.1860 | 0.4313 |
306
- | 0.2213 | 5.0 | 510 | 0.1690 | 0.2264 | 0.1690 | 0.4111 |
307
 
308
 
309
  ### Framework versions
 
4
  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: Arabic_CrossPrompt_FineTuningAraBERT_noAug_TestTask8_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_TestTask8_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: 0.4874
19
+ - Qwk: 0.7083
20
+ - Mse: 0.4874
21
+ - Rmse: 0.6982
22
 
23
  ## Model description
24
 
 
47
 
48
  ### Training results
49
 
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:------:|:------:|:------:|
52
+ | No log | 0.0196 | 2 | 5.0899 | 0.0138 | 5.0899 | 2.2561 |
53
+ | No log | 0.0392 | 4 | 4.2191 | 0.0315 | 4.2191 | 2.0540 |
54
+ | No log | 0.0588 | 6 | 2.5866 | 0.1001 | 2.5866 | 1.6083 |
55
+ | No log | 0.0784 | 8 | 1.1030 | 0.1550 | 1.1030 | 1.0503 |
56
+ | No log | 0.0980 | 10 | 0.9100 | 0.1859 | 0.9100 | 0.9540 |
57
+ | No log | 0.1176 | 12 | 0.8492 | 0.0878 | 0.8492 | 0.9215 |
58
+ | No log | 0.1373 | 14 | 0.8001 | 0.1409 | 0.8001 | 0.8945 |
59
+ | No log | 0.1569 | 16 | 0.7121 | 0.3458 | 0.7121 | 0.8439 |
60
+ | No log | 0.1765 | 18 | 0.6538 | 0.3626 | 0.6538 | 0.8086 |
61
+ | No log | 0.1961 | 20 | 0.6621 | 0.3121 | 0.6621 | 0.8137 |
62
+ | No log | 0.2157 | 22 | 0.7705 | 0.1907 | 0.7705 | 0.8778 |
63
+ | No log | 0.2353 | 24 | 1.0085 | 0.0504 | 1.0085 | 1.0042 |
64
+ | No log | 0.2549 | 26 | 0.9710 | 0.0740 | 0.9710 | 0.9854 |
65
+ | No log | 0.2745 | 28 | 0.7358 | 0.3412 | 0.7358 | 0.8578 |
66
+ | No log | 0.2941 | 30 | 0.6021 | 0.4423 | 0.6021 | 0.7760 |
67
+ | No log | 0.3137 | 32 | 0.6185 | 0.4610 | 0.6185 | 0.7864 |
68
+ | No log | 0.3333 | 34 | 0.6002 | 0.5080 | 0.6002 | 0.7748 |
69
+ | No log | 0.3529 | 36 | 0.6144 | 0.5144 | 0.6144 | 0.7839 |
70
+ | No log | 0.3725 | 38 | 0.6935 | 0.5210 | 0.6935 | 0.8328 |
71
+ | No log | 0.3922 | 40 | 0.6597 | 0.5757 | 0.6597 | 0.8122 |
72
+ | No log | 0.4118 | 42 | 0.5880 | 0.5986 | 0.5880 | 0.7668 |
73
+ | No log | 0.4314 | 44 | 0.5824 | 0.5943 | 0.5824 | 0.7631 |
74
+ | No log | 0.4510 | 46 | 0.5940 | 0.5805 | 0.5940 | 0.7707 |
75
+ | No log | 0.4706 | 48 | 0.5809 | 0.6174 | 0.5809 | 0.7621 |
76
+ | No log | 0.4902 | 50 | 0.7588 | 0.5854 | 0.7588 | 0.8711 |
77
+ | No log | 0.5098 | 52 | 0.7194 | 0.5921 | 0.7194 | 0.8481 |
78
+ | No log | 0.5294 | 54 | 0.6073 | 0.5430 | 0.6073 | 0.7793 |
79
+ | No log | 0.5490 | 56 | 0.6060 | 0.5059 | 0.6060 | 0.7785 |
80
+ | No log | 0.5686 | 58 | 0.6003 | 0.5017 | 0.6003 | 0.7748 |
81
+ | No log | 0.5882 | 60 | 0.6740 | 0.5066 | 0.6740 | 0.8210 |
82
+ | No log | 0.6078 | 62 | 0.6331 | 0.5265 | 0.6331 | 0.7957 |
83
+ | No log | 0.6275 | 64 | 0.6214 | 0.5549 | 0.6214 | 0.7883 |
84
+ | No log | 0.6471 | 66 | 0.5160 | 0.5756 | 0.5160 | 0.7183 |
85
+ | No log | 0.6667 | 68 | 0.4849 | 0.5951 | 0.4849 | 0.6964 |
86
+ | No log | 0.6863 | 70 | 0.4698 | 0.6265 | 0.4698 | 0.6854 |
87
+ | No log | 0.7059 | 72 | 0.5219 | 0.6463 | 0.5219 | 0.7225 |
88
+ | No log | 0.7255 | 74 | 0.5732 | 0.6315 | 0.5732 | 0.7571 |
89
+ | No log | 0.7451 | 76 | 0.6494 | 0.6067 | 0.6494 | 0.8059 |
90
+ | No log | 0.7647 | 78 | 0.6252 | 0.5981 | 0.6252 | 0.7907 |
91
+ | No log | 0.7843 | 80 | 0.5176 | 0.5970 | 0.5176 | 0.7195 |
92
+ | No log | 0.8039 | 82 | 0.5388 | 0.5712 | 0.5388 | 0.7341 |
93
+ | No log | 0.8235 | 84 | 0.5281 | 0.5969 | 0.5281 | 0.7267 |
94
+ | No log | 0.8431 | 86 | 0.5227 | 0.6105 | 0.5227 | 0.7229 |
95
+ | No log | 0.8627 | 88 | 0.7157 | 0.5914 | 0.7157 | 0.8460 |
96
+ | No log | 0.8824 | 90 | 0.7221 | 0.5927 | 0.7221 | 0.8498 |
97
+ | No log | 0.9020 | 92 | 0.5551 | 0.6063 | 0.5551 | 0.7450 |
98
+ | No log | 0.9216 | 94 | 0.4543 | 0.6202 | 0.4543 | 0.6740 |
99
+ | No log | 0.9412 | 96 | 0.4553 | 0.5847 | 0.4553 | 0.6747 |
100
+ | No log | 0.9608 | 98 | 0.4841 | 0.5466 | 0.4841 | 0.6958 |
101
+ | No log | 0.9804 | 100 | 0.5303 | 0.4554 | 0.5303 | 0.7282 |
102
+ | No log | 1.0 | 102 | 0.5424 | 0.4420 | 0.5424 | 0.7365 |
103
+ | No log | 1.0196 | 104 | 0.4888 | 0.5724 | 0.4888 | 0.6991 |
104
+ | No log | 1.0392 | 106 | 0.4636 | 0.6428 | 0.4636 | 0.6809 |
105
+ | No log | 1.0588 | 108 | 0.5058 | 0.6437 | 0.5058 | 0.7112 |
106
+ | No log | 1.0784 | 110 | 0.5212 | 0.6708 | 0.5212 | 0.7219 |
107
+ | No log | 1.0980 | 112 | 0.5112 | 0.6653 | 0.5112 | 0.7150 |
108
+ | No log | 1.1176 | 114 | 0.4826 | 0.6643 | 0.4826 | 0.6947 |
109
+ | No log | 1.1373 | 116 | 0.5358 | 0.6393 | 0.5358 | 0.7320 |
110
+ | No log | 1.1569 | 118 | 0.5526 | 0.6575 | 0.5526 | 0.7434 |
111
+ | No log | 1.1765 | 120 | 0.5272 | 0.6780 | 0.5272 | 0.7261 |
112
+ | No log | 1.1961 | 122 | 0.5880 | 0.6682 | 0.5880 | 0.7668 |
113
+ | No log | 1.2157 | 124 | 0.5921 | 0.6745 | 0.5921 | 0.7695 |
114
+ | No log | 1.2353 | 126 | 0.5485 | 0.6761 | 0.5485 | 0.7406 |
115
+ | No log | 1.2549 | 128 | 0.6278 | 0.6457 | 0.6278 | 0.7923 |
116
+ | No log | 1.2745 | 130 | 0.6787 | 0.6040 | 0.6787 | 0.8238 |
117
+ | No log | 1.2941 | 132 | 0.5832 | 0.6052 | 0.5832 | 0.7636 |
118
+ | No log | 1.3137 | 134 | 0.5542 | 0.6088 | 0.5542 | 0.7444 |
119
+ | No log | 1.3333 | 136 | 0.6077 | 0.6161 | 0.6077 | 0.7796 |
120
+ | No log | 1.3529 | 138 | 0.6055 | 0.6464 | 0.6055 | 0.7782 |
121
+ | No log | 1.3725 | 140 | 0.4621 | 0.6699 | 0.4621 | 0.6798 |
122
+ | No log | 1.3922 | 142 | 0.4722 | 0.6891 | 0.4722 | 0.6871 |
123
+ | No log | 1.4118 | 144 | 0.4934 | 0.6781 | 0.4934 | 0.7024 |
124
+ | No log | 1.4314 | 146 | 0.4966 | 0.7058 | 0.4966 | 0.7047 |
125
+ | No log | 1.4510 | 148 | 0.6699 | 0.6753 | 0.6699 | 0.8185 |
126
+ | No log | 1.4706 | 150 | 0.6961 | 0.6397 | 0.6961 | 0.8343 |
127
+ | No log | 1.4902 | 152 | 0.4944 | 0.6489 | 0.4944 | 0.7032 |
128
+ | No log | 1.5098 | 154 | 0.4541 | 0.6585 | 0.4541 | 0.6739 |
129
+ | No log | 1.5294 | 156 | 0.5172 | 0.6097 | 0.5172 | 0.7192 |
130
+ | No log | 1.5490 | 158 | 0.6770 | 0.5721 | 0.6770 | 0.8228 |
131
+ | No log | 1.5686 | 160 | 0.7086 | 0.5793 | 0.7086 | 0.8418 |
132
+ | No log | 1.5882 | 162 | 0.6065 | 0.5622 | 0.6065 | 0.7788 |
133
+ | No log | 1.6078 | 164 | 0.4984 | 0.5677 | 0.4984 | 0.7060 |
134
+ | No log | 1.6275 | 166 | 0.4309 | 0.6166 | 0.4309 | 0.6564 |
135
+ | No log | 1.6471 | 168 | 0.4174 | 0.6200 | 0.4174 | 0.6461 |
136
+ | No log | 1.6667 | 170 | 0.4667 | 0.6549 | 0.4667 | 0.6831 |
137
+ | No log | 1.6863 | 172 | 0.6216 | 0.6096 | 0.6216 | 0.7884 |
138
+ | No log | 1.7059 | 174 | 0.6465 | 0.6128 | 0.6465 | 0.8040 |
139
+ | No log | 1.7255 | 176 | 0.4906 | 0.6014 | 0.4906 | 0.7004 |
140
+ | No log | 1.7451 | 178 | 0.4340 | 0.6452 | 0.4340 | 0.6588 |
141
+ | No log | 1.7647 | 180 | 0.5022 | 0.6493 | 0.5022 | 0.7087 |
142
+ | No log | 1.7843 | 182 | 0.5293 | 0.6321 | 0.5293 | 0.7275 |
143
+ | No log | 1.8039 | 184 | 0.4863 | 0.6370 | 0.4863 | 0.6974 |
144
+ | No log | 1.8235 | 186 | 0.4378 | 0.5913 | 0.4378 | 0.6617 |
145
+ | No log | 1.8431 | 188 | 0.4734 | 0.6055 | 0.4734 | 0.6880 |
146
+ | No log | 1.8627 | 190 | 0.6173 | 0.6284 | 0.6173 | 0.7857 |
147
+ | No log | 1.8824 | 192 | 0.7387 | 0.5652 | 0.7387 | 0.8595 |
148
+ | No log | 1.9020 | 194 | 0.5997 | 0.6477 | 0.5997 | 0.7744 |
149
+ | No log | 1.9216 | 196 | 0.4444 | 0.7054 | 0.4444 | 0.6666 |
150
+ | No log | 1.9412 | 198 | 0.4395 | 0.6947 | 0.4395 | 0.6629 |
151
+ | No log | 1.9608 | 200 | 0.4316 | 0.6947 | 0.4316 | 0.6569 |
152
+ | No log | 1.9804 | 202 | 0.4581 | 0.6840 | 0.4581 | 0.6768 |
153
+ | No log | 2.0 | 204 | 0.4475 | 0.6491 | 0.4475 | 0.6690 |
154
+ | No log | 2.0196 | 206 | 0.4144 | 0.6651 | 0.4144 | 0.6437 |
155
+ | No log | 2.0392 | 208 | 0.4096 | 0.6950 | 0.4096 | 0.6400 |
156
+ | No log | 2.0588 | 210 | 0.4350 | 0.7113 | 0.4350 | 0.6595 |
157
+ | No log | 2.0784 | 212 | 0.5867 | 0.6692 | 0.5867 | 0.7660 |
158
+ | No log | 2.0980 | 214 | 0.6919 | 0.6160 | 0.6919 | 0.8318 |
159
+ | No log | 2.1176 | 216 | 0.6905 | 0.5966 | 0.6905 | 0.8309 |
160
+ | No log | 2.1373 | 218 | 0.5215 | 0.6485 | 0.5215 | 0.7222 |
161
+ | No log | 2.1569 | 220 | 0.4969 | 0.6382 | 0.4969 | 0.7049 |
162
+ | No log | 2.1765 | 222 | 0.4945 | 0.6304 | 0.4945 | 0.7032 |
163
+ | No log | 2.1961 | 224 | 0.4516 | 0.6495 | 0.4516 | 0.6720 |
164
+ | No log | 2.2157 | 226 | 0.4397 | 0.6602 | 0.4397 | 0.6631 |
165
+ | No log | 2.2353 | 228 | 0.4506 | 0.6531 | 0.4506 | 0.6713 |
166
+ | No log | 2.2549 | 230 | 0.5033 | 0.6547 | 0.5033 | 0.7094 |
167
+ | No log | 2.2745 | 232 | 0.4893 | 0.6606 | 0.4893 | 0.6995 |
168
+ | No log | 2.2941 | 234 | 0.5293 | 0.6752 | 0.5293 | 0.7275 |
169
+ | No log | 2.3137 | 236 | 0.6836 | 0.5587 | 0.6836 | 0.8268 |
170
+ | No log | 2.3333 | 238 | 0.7270 | 0.5659 | 0.7270 | 0.8526 |
171
+ | No log | 2.3529 | 240 | 0.6155 | 0.6457 | 0.6155 | 0.7845 |
172
+ | No log | 2.3725 | 242 | 0.4908 | 0.6913 | 0.4908 | 0.7005 |
173
+ | No log | 2.3922 | 244 | 0.5442 | 0.6703 | 0.5442 | 0.7377 |
174
+ | No log | 2.4118 | 246 | 0.5839 | 0.7018 | 0.5839 | 0.7641 |
175
+ | No log | 2.4314 | 248 | 0.8137 | 0.6769 | 0.8137 | 0.9021 |
176
+ | No log | 2.4510 | 250 | 0.7385 | 0.6900 | 0.7385 | 0.8594 |
177
+ | No log | 2.4706 | 252 | 0.5235 | 0.7221 | 0.5235 | 0.7235 |
178
+ | No log | 2.4902 | 254 | 0.4364 | 0.6669 | 0.4364 | 0.6606 |
179
+ | No log | 2.5098 | 256 | 0.4331 | 0.6235 | 0.4331 | 0.6581 |
180
+ | No log | 2.5294 | 258 | 0.5979 | 0.5910 | 0.5979 | 0.7733 |
181
+ | No log | 2.5490 | 260 | 0.9717 | 0.4166 | 0.9717 | 0.9857 |
182
+ | No log | 2.5686 | 262 | 1.0300 | 0.4020 | 1.0300 | 1.0149 |
183
+ | No log | 2.5882 | 264 | 0.8110 | 0.4899 | 0.8110 | 0.9005 |
184
+ | No log | 2.6078 | 266 | 0.5805 | 0.5708 | 0.5805 | 0.7619 |
185
+ | No log | 2.6275 | 268 | 0.5102 | 0.5752 | 0.5102 | 0.7143 |
186
+ | No log | 2.6471 | 270 | 0.4466 | 0.6256 | 0.4466 | 0.6683 |
187
+ | No log | 2.6667 | 272 | 0.4379 | 0.6457 | 0.4379 | 0.6617 |
188
+ | No log | 2.6863 | 274 | 0.4670 | 0.6698 | 0.4670 | 0.6834 |
189
+ | No log | 2.7059 | 276 | 0.5285 | 0.6570 | 0.5285 | 0.7270 |
190
+ | No log | 2.7255 | 278 | 0.5080 | 0.6568 | 0.5080 | 0.7128 |
191
+ | No log | 2.7451 | 280 | 0.4701 | 0.7071 | 0.4701 | 0.6856 |
192
+ | No log | 2.7647 | 282 | 0.4805 | 0.6471 | 0.4805 | 0.6932 |
193
+ | No log | 2.7843 | 284 | 0.4891 | 0.6543 | 0.4891 | 0.6994 |
194
+ | No log | 2.8039 | 286 | 0.4752 | 0.6821 | 0.4752 | 0.6893 |
195
+ | No log | 2.8235 | 288 | 0.4947 | 0.6643 | 0.4947 | 0.7034 |
196
+ | No log | 2.8431 | 290 | 0.6934 | 0.6377 | 0.6934 | 0.8327 |
197
+ | No log | 2.8627 | 292 | 0.8227 | 0.5569 | 0.8227 | 0.9070 |
198
+ | No log | 2.8824 | 294 | 0.7619 | 0.5712 | 0.7619 | 0.8729 |
199
+ | No log | 2.9020 | 296 | 0.5097 | 0.6135 | 0.5097 | 0.7139 |
200
+ | No log | 2.9216 | 298 | 0.4599 | 0.6074 | 0.4599 | 0.6782 |
201
+ | No log | 2.9412 | 300 | 0.4637 | 0.5726 | 0.4637 | 0.6809 |
202
+ | No log | 2.9608 | 302 | 0.4807 | 0.5656 | 0.4807 | 0.6933 |
203
+ | No log | 2.9804 | 304 | 0.5346 | 0.5521 | 0.5346 | 0.7312 |
204
+ | No log | 3.0 | 306 | 0.7054 | 0.5395 | 0.7054 | 0.8399 |
205
+ | No log | 3.0196 | 308 | 0.7197 | 0.5687 | 0.7197 | 0.8483 |
206
+ | No log | 3.0392 | 310 | 0.5696 | 0.6057 | 0.5696 | 0.7547 |
207
+ | No log | 3.0588 | 312 | 0.5280 | 0.6268 | 0.5280 | 0.7267 |
208
+ | No log | 3.0784 | 314 | 0.5879 | 0.6221 | 0.5879 | 0.7667 |
209
+ | No log | 3.0980 | 316 | 0.5059 | 0.6743 | 0.5059 | 0.7113 |
210
+ | No log | 3.1176 | 318 | 0.5160 | 0.6841 | 0.5160 | 0.7183 |
211
+ | No log | 3.1373 | 320 | 0.6853 | 0.6311 | 0.6853 | 0.8278 |
212
+ | No log | 3.1569 | 322 | 0.8771 | 0.5688 | 0.8771 | 0.9365 |
213
+ | No log | 3.1765 | 324 | 0.7364 | 0.5798 | 0.7364 | 0.8582 |
214
+ | No log | 3.1961 | 326 | 0.5266 | 0.6430 | 0.5266 | 0.7256 |
215
+ | No log | 3.2157 | 328 | 0.4472 | 0.6986 | 0.4472 | 0.6687 |
216
+ | No log | 3.2353 | 330 | 0.4470 | 0.6899 | 0.4470 | 0.6686 |
217
+ | No log | 3.2549 | 332 | 0.4667 | 0.6628 | 0.4667 | 0.6831 |
218
+ | No log | 3.2745 | 334 | 0.6336 | 0.5992 | 0.6336 | 0.7960 |
219
+ | No log | 3.2941 | 336 | 0.6680 | 0.5900 | 0.6680 | 0.8173 |
220
+ | No log | 3.3137 | 338 | 0.7144 | 0.5631 | 0.7144 | 0.8452 |
221
+ | No log | 3.3333 | 340 | 0.6633 | 0.6150 | 0.6633 | 0.8144 |
222
+ | No log | 3.3529 | 342 | 0.5403 | 0.6620 | 0.5403 | 0.7350 |
223
+ | No log | 3.3725 | 344 | 0.4881 | 0.6869 | 0.4881 | 0.6986 |
224
+ | No log | 3.3922 | 346 | 0.5613 | 0.6681 | 0.5613 | 0.7492 |
225
+ | No log | 3.4118 | 348 | 0.8000 | 0.6113 | 0.8000 | 0.8944 |
226
+ | No log | 3.4314 | 350 | 1.1641 | 0.5456 | 1.1641 | 1.0789 |
227
+ | No log | 3.4510 | 352 | 0.9233 | 0.6014 | 0.9233 | 0.9609 |
228
+ | No log | 3.4706 | 354 | 0.4484 | 0.6573 | 0.4484 | 0.6696 |
229
+ | No log | 3.4902 | 356 | 0.4162 | 0.6552 | 0.4162 | 0.6451 |
230
+ | No log | 3.5098 | 358 | 0.5994 | 0.6294 | 0.5994 | 0.7742 |
231
+ | No log | 3.5294 | 360 | 0.9521 | 0.5993 | 0.9521 | 0.9758 |
232
+ | No log | 3.5490 | 362 | 0.7894 | 0.6178 | 0.7894 | 0.8885 |
233
+ | No log | 3.5686 | 364 | 0.4678 | 0.6853 | 0.4678 | 0.6839 |
234
+ | No log | 3.5882 | 366 | 0.4239 | 0.7196 | 0.4239 | 0.6510 |
235
+ | No log | 3.6078 | 368 | 0.4547 | 0.7172 | 0.4547 | 0.6743 |
236
+ | No log | 3.6275 | 370 | 0.7712 | 0.6668 | 0.7712 | 0.8782 |
237
+ | No log | 3.6471 | 372 | 1.3317 | 0.4993 | 1.3317 | 1.1540 |
238
+ | No log | 3.6667 | 374 | 1.3701 | 0.4824 | 1.3701 | 1.1705 |
239
+ | No log | 3.6863 | 376 | 1.0346 | 0.5881 | 1.0346 | 1.0171 |
240
+ | No log | 3.7059 | 378 | 0.6191 | 0.6995 | 0.6191 | 0.7868 |
241
+ | No log | 3.7255 | 380 | 0.4948 | 0.7101 | 0.4948 | 0.7034 |
242
+ | No log | 3.7451 | 382 | 0.4476 | 0.7245 | 0.4476 | 0.6690 |
243
+ | No log | 3.7647 | 384 | 0.4349 | 0.6980 | 0.4349 | 0.6595 |
244
+ | No log | 3.7843 | 386 | 0.5607 | 0.6153 | 0.5607 | 0.7488 |
245
+ | No log | 3.8039 | 388 | 0.7080 | 0.5753 | 0.7080 | 0.8414 |
246
+ | No log | 3.8235 | 390 | 0.7205 | 0.5582 | 0.7205 | 0.8488 |
247
+ | No log | 3.8431 | 392 | 0.6220 | 0.5785 | 0.6220 | 0.7886 |
248
+ | No log | 3.8627 | 394 | 0.5408 | 0.6275 | 0.5408 | 0.7354 |
249
+ | No log | 3.8824 | 396 | 0.5583 | 0.6698 | 0.5583 | 0.7472 |
250
+ | No log | 3.9020 | 398 | 0.5236 | 0.7094 | 0.5236 | 0.7236 |
251
+ | No log | 3.9216 | 400 | 0.5440 | 0.6910 | 0.5440 | 0.7376 |
252
+ | No log | 3.9412 | 402 | 0.5721 | 0.6994 | 0.5721 | 0.7564 |
253
+ | No log | 3.9608 | 404 | 0.7204 | 0.7026 | 0.7204 | 0.8488 |
254
+ | No log | 3.9804 | 406 | 0.6952 | 0.6917 | 0.6952 | 0.8338 |
255
+ | No log | 4.0 | 408 | 0.5650 | 0.7142 | 0.5650 | 0.7516 |
256
+ | No log | 4.0196 | 410 | 0.5183 | 0.7078 | 0.5183 | 0.7199 |
257
+ | No log | 4.0392 | 412 | 0.5525 | 0.6946 | 0.5525 | 0.7433 |
258
+ | No log | 4.0588 | 414 | 0.5282 | 0.6945 | 0.5282 | 0.7268 |
259
+ | No log | 4.0784 | 416 | 0.4845 | 0.6844 | 0.4845 | 0.6960 |
260
+ | No log | 4.0980 | 418 | 0.4362 | 0.7045 | 0.4362 | 0.6605 |
261
+ | No log | 4.1176 | 420 | 0.4690 | 0.6600 | 0.4690 | 0.6848 |
262
+ | No log | 4.1373 | 422 | 0.6592 | 0.6057 | 0.6592 | 0.8119 |
263
+ | No log | 4.1569 | 424 | 0.9423 | 0.5024 | 0.9423 | 0.9707 |
264
+ | No log | 4.1765 | 426 | 0.8644 | 0.5283 | 0.8644 | 0.9297 |
265
+ | No log | 4.1961 | 428 | 0.6554 | 0.6028 | 0.6554 | 0.8095 |
266
+ | No log | 4.2157 | 430 | 0.4676 | 0.6599 | 0.4676 | 0.6838 |
267
+ | No log | 4.2353 | 432 | 0.4300 | 0.6753 | 0.4300 | 0.6557 |
268
+ | No log | 4.2549 | 434 | 0.4513 | 0.6534 | 0.4513 | 0.6718 |
269
+ | No log | 4.2745 | 436 | 0.5305 | 0.6299 | 0.5305 | 0.7284 |
270
+ | No log | 4.2941 | 438 | 0.4958 | 0.6315 | 0.4958 | 0.7041 |
271
+ | No log | 4.3137 | 440 | 0.4720 | 0.6247 | 0.4720 | 0.6870 |
272
+ | No log | 4.3333 | 442 | 0.5119 | 0.6443 | 0.5119 | 0.7155 |
273
+ | No log | 4.3529 | 444 | 0.5003 | 0.6746 | 0.5003 | 0.7073 |
274
+ | No log | 4.3725 | 446 | 0.4285 | 0.7154 | 0.4285 | 0.6546 |
275
+ | No log | 4.3922 | 448 | 0.4340 | 0.7406 | 0.4340 | 0.6588 |
276
+ | No log | 4.4118 | 450 | 0.5131 | 0.7364 | 0.5131 | 0.7163 |
277
+ | No log | 4.4314 | 452 | 0.5764 | 0.7038 | 0.5764 | 0.7592 |
278
+ | No log | 4.4510 | 454 | 0.6457 | 0.6833 | 0.6457 | 0.8036 |
279
+ | No log | 4.4706 | 456 | 0.7289 | 0.6457 | 0.7289 | 0.8538 |
280
+ | No log | 4.4902 | 458 | 0.6970 | 0.6625 | 0.6970 | 0.8349 |
281
+ | No log | 4.5098 | 460 | 0.4602 | 0.7153 | 0.4602 | 0.6784 |
282
+ | No log | 4.5294 | 462 | 0.4440 | 0.6954 | 0.4440 | 0.6663 |
283
+ | No log | 4.5490 | 464 | 0.5276 | 0.6647 | 0.5276 | 0.7263 |
284
+ | No log | 4.5686 | 466 | 0.8252 | 0.5565 | 0.8252 | 0.9084 |
285
+ | No log | 4.5882 | 468 | 0.9114 | 0.5407 | 0.9114 | 0.9547 |
286
+ | No log | 4.6078 | 470 | 0.6325 | 0.6478 | 0.6325 | 0.7953 |
287
+ | No log | 4.6275 | 472 | 0.5418 | 0.6764 | 0.5418 | 0.7361 |
288
+ | No log | 4.6471 | 474 | 0.5526 | 0.6671 | 0.5526 | 0.7434 |
289
+ | No log | 4.6667 | 476 | 0.5176 | 0.6562 | 0.5176 | 0.7194 |
290
+ | No log | 4.6863 | 478 | 0.4760 | 0.6594 | 0.4760 | 0.6899 |
291
+ | No log | 4.7059 | 480 | 0.5836 | 0.6331 | 0.5836 | 0.7639 |
292
+ | No log | 4.7255 | 482 | 0.6288 | 0.6202 | 0.6288 | 0.7930 |
293
+ | No log | 4.7451 | 484 | 0.5975 | 0.6346 | 0.5975 | 0.7730 |
294
+ | No log | 4.7647 | 486 | 0.4696 | 0.6430 | 0.4696 | 0.6853 |
295
+ | No log | 4.7843 | 488 | 0.4513 | 0.6484 | 0.4513 | 0.6718 |
296
+ | No log | 4.8039 | 490 | 0.4812 | 0.6763 | 0.4812 | 0.6937 |
297
+ | No log | 4.8235 | 492 | 0.6105 | 0.6315 | 0.6105 | 0.7813 |
298
+ | No log | 4.8431 | 494 | 0.7897 | 0.5842 | 0.7897 | 0.8887 |
299
+ | No log | 4.8627 | 496 | 0.6601 | 0.6432 | 0.6601 | 0.8125 |
300
+ | No log | 4.8824 | 498 | 0.5147 | 0.6864 | 0.5147 | 0.7174 |
301
+ | 0.5079 | 4.9020 | 500 | 0.4278 | 0.7398 | 0.4278 | 0.6541 |
302
+ | 0.5079 | 4.9216 | 502 | 0.4733 | 0.7230 | 0.4733 | 0.6880 |
303
+ | 0.5079 | 4.9412 | 504 | 0.5510 | 0.6638 | 0.5510 | 0.7423 |
304
+ | 0.5079 | 4.9608 | 506 | 0.7516 | 0.5977 | 0.7516 | 0.8670 |
305
+ | 0.5079 | 4.9804 | 508 | 0.7260 | 0.6083 | 0.7260 | 0.8521 |
306
+ | 0.5079 | 5.0 | 510 | 0.4874 | 0.7083 | 0.4874 | 0.6982 |
307
 
308
 
309
  ### Framework versions