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<h1>torch.Tensor.requires_grad<a class="headerlink" href="#torch-tensor-requires-grad" title="Permalink to this headline">¶</a></h1>
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<code class="sig-prename descclassname"><span class="pre">Tensor.</span></code><code class="sig-name descname"><span class="pre">requires_grad</span></code><a class="headerlink" href="#torch.Tensor.requires_grad" title="Permalink to this definition">¶</a></dt>
<dd><p>Is <code class="docutils literal notranslate"><span class="pre">True</span></code> if gradients need to be computed for this Tensor, <code class="docutils literal notranslate"><span class="pre">False</span></code> otherwise.</p>
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<p class="admonition-title">Note</p>
<p>The fact that gradients need to be computed for a Tensor do not mean that the <a class="reference internal" href="torch.Tensor.grad.html#torch.Tensor.grad" title="torch.Tensor.grad"><code class="xref py py-attr docutils literal notranslate"><span class="pre">grad</span></code></a>
attribute will be populated, see <a class="reference internal" href="torch.Tensor.is_leaf.html#torch.Tensor.is_leaf" title="torch.Tensor.is_leaf"><code class="xref py py-attr docutils literal notranslate"><span class="pre">is_leaf</span></code></a> for more details.</p>
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