tensor矩阵计算余弦相似度
时间: 2023-11-30 19:03:38 浏览: 94
余弦相似度算法计算方法
计算tensor矩阵内每行之间的余弦相似度可以使用以下方法。首先,通过对每行进行方差归一化,即除以各自的模,可以得到归一化后的矩阵a。然后,通过计算归一化后的矩阵a与其转置的乘积,即torch.mm(a, a.T),可以得到余弦相似度矩阵similarity。这个矩阵的每个元素表示两行之间的余弦相似度。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
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