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<section id="module-torch.mps">
<span id="torch-mps"></span><h1>torch.mps<a class="headerlink" href="#module-torch.mps" title="Permalink to this heading">¶</a></h1>
<p>This package enables an interface for accessing MPS backend in python</p>
<table class="autosummary longtable docutils align-default">
<tbody>
<tr class="row-odd"><td><p><p id="torch.mps.synchronize"/><a class="reference internal" href="generated/torch.mps.synchronize.html#torch.mps.synchronize" title="torch.mps.synchronize"><code class="xref py py-obj docutils literal notranslate"><span class="pre">synchronize</span></code></a></p></td>
<td><p>Waits for all kernels in all streams on a MPS device to complete.</p></td>
</tr>
<tr class="row-even"><td><p><p id="torch.mps.get_rng_state"/><a class="reference internal" href="generated/torch.mps.get_rng_state.html#torch.mps.get_rng_state" title="torch.mps.get_rng_state"><code class="xref py py-obj docutils literal notranslate"><span class="pre">get_rng_state</span></code></a></p></td>
<td><p>Returns the random number generator state as a ByteTensor.</p></td>
</tr>
<tr class="row-odd"><td><p><p id="torch.mps.set_rng_state"/><a class="reference internal" href="generated/torch.mps.set_rng_state.html#torch.mps.set_rng_state" title="torch.mps.set_rng_state"><code class="xref py py-obj docutils literal notranslate"><span class="pre">set_rng_state</span></code></a></p></td>
<td><p>Sets the random number generator state.</p></td>
</tr>
<tr class="row-even"><td><p><p id="torch.mps.manual_seed"/><a class="reference internal" href="generated/torch.mps.manual_seed.html#torch.mps.manual_seed" title="torch.mps.manual_seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">manual_seed</span></code></a></p></td>
<td><p>Sets the seed for generating random numbers.</p></td>
</tr>
<tr class="row-odd"><td><p><p id="torch.mps.seed"/><a class="reference internal" href="generated/torch.mps.seed.html#torch.mps.seed" title="torch.mps.seed"><code class="xref py py-obj docutils literal notranslate"><span class="pre">seed</span></code></a></p></td>
<td><p>Sets the seed for generating random numbers to a random number.</p></td>
</tr>
<tr class="row-even"><td><p><p id="torch.mps.empty_cache"/><a class="reference internal" href="generated/torch.mps.empty_cache.html#torch.mps.empty_cache" title="torch.mps.empty_cache"><code class="xref py py-obj docutils literal notranslate"><span class="pre">empty_cache</span></code></a></p></td>
<td><p>Releases all unoccupied cached memory currently held by the caching allocator so that those can be used in other GPU applications.</p></td>
</tr>
<tr class="row-odd"><td><p><p id="torch.mps.set_per_process_memory_fraction"/><a class="reference internal" href="generated/torch.mps.set_per_process_memory_fraction.html#torch.mps.set_per_process_memory_fraction" title="torch.mps.set_per_process_memory_fraction"><code class="xref py py-obj docutils literal notranslate"><span class="pre">set_per_process_memory_fraction</span></code></a></p></td>
<td><p>Set memory fraction for limiting process's memory allocation on MPS device.</p></td>
</tr>
<tr class="row-even"><td><p><p id="torch.mps.current_allocated_memory"/><a class="reference internal" href="generated/torch.mps.current_allocated_memory.html#torch.mps.current_allocated_memory" title="torch.mps.current_allocated_memory"><code class="xref py py-obj docutils literal notranslate"><span class="pre">current_allocated_memory</span></code></a></p></td>
<td><p>Returns the current GPU memory occupied by tensors in bytes.</p></td>
</tr>
<tr class="row-odd"><td><p><p id="torch.mps.driver_allocated_memory"/><a class="reference internal" href="generated/torch.mps.driver_allocated_memory.html#torch.mps.driver_allocated_memory" title="torch.mps.driver_allocated_memory"><code class="xref py py-obj docutils literal notranslate"><span class="pre">driver_allocated_memory</span></code></a></p></td>
<td><p>Returns total GPU memory allocated by Metal driver for the process in bytes.</p></td>
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