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<div class="section" id="module-torch.hub">
<span id="torch-hub"></span><h1>torch.hub<a class="headerlink" href="#module-torch.hub" title="Permalink to this headline">¶</a></h1>
<dl class="function">
<dt id="torch.hub.load">
<code class="descclassname">torch.hub.</code><code class="descname">load</code><span class="sig-paren">(</span><em>github</em>, <em>model</em>, <em>force_reload=False</em>, <em>*args</em>, <em>**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/torch/hub.html#load"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#torch.hub.load" title="Permalink to this definition">¶</a></dt>
<dd><p>Load a model from a github repo, with pretrained weights.</p>
<table class="docutils field-list" frame="void" rules="none">
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<tr class="field-odd field"><th class="field-name">Parameters:</th><td class="field-body"><ul class="first simple">
<li><strong>github</strong> – Required, a string with format “repo_owner/repo_name[:tag_name]” with an optional
tag/branch. The default branch is <cite>master</cite> if not specified.
Example: ‘pytorch/vision[:hub]’</li>
<li><strong>model</strong> – Required, a string of callable name defined in repo’s hubconf.py</li>
<li><strong>force_reload</strong> – Optional, whether to discard the existing cache and force a fresh download.
Default is <cite>False</cite>.</li>
<li><strong>*args</strong> – Optional, the corresponding args for callable <cite>model</cite>.</li>
<li><strong>**kwargs</strong> – Optional, the corresponding kwargs for callable <cite>model</cite>.</li>
</ul>
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<tr class="field-even field"><th class="field-name">Returns:</th><td class="field-body"><p class="first last">a single model with corresponding pretrained weights.</p>
</td>
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</dd></dl>
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<dt id="torch.hub.set_dir">
<code class="descclassname">torch.hub.</code><code class="descname">set_dir</code><span class="sig-paren">(</span><em>d</em><span class="sig-paren">)</span><a class="reference internal" href="_modules/torch/hub.html#set_dir"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#torch.hub.set_dir" title="Permalink to this definition">¶</a></dt>
<dd><dl class="docutils">
<dt>Optionally set hub_dir to a local dir to save the intermediate model & checkpoint files.</dt>
<dd>If this argument is not set, env variable <cite>TORCH_HUB_DIR</cite> will be searched first,
<cite>~/.torch/hub</cite> will be created and used as fallback.</dd>
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