StochasticResidual
==================

Stochastic residual layer that randomly drops the residual branch.

**Abstract Signature:**

``StochasticResidual(residual_weight: float = 1.0, survival_prob: float = 1.0)``

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        <button class="op-tab-btn active" onclick="openOpTab(event, 'PyTorch_0')">PyTorch</button><button class="op-tab-btn " onclick="openOpTab(event, 'Flax NNX_1')">Flax NNX</button><button class="op-tab-btn " onclick="openOpTab(event, 'PaxML / Praxis_2')">PaxML / Praxis</button> 
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        <div id="PyTorch_0" class="op-tab-pane active"><h4>PyTorch</h4><div class="op-detail-row"><span class="label">API:</span> <code>torchvision.ops.StochasticDepth</code></div><div class="op-detail-row"><span class="label">Strategy:</span> <span>Direct Mapping</span></div><div class="op-detail-row"><a href="https://pytorch.org/docs/stable/generated/torchvision.ops.StochasticDepth.html" target="_blank" class="op-doc-link">Official Docs ↗</a></div></div><div id="Flax NNX_1" class="op-tab-pane "><h4>Flax NNX</h4><div class="op-detail-row"><span class="label">API:</span> <code>flax.linen.StochasticDepth</code></div><div class="op-detail-row"><span class="label">Strategy:</span> <span>Direct Mapping</span></div><div class="op-detail-row"><a href="https://flax.readthedocs.io/en/latest/search.html?q=flax.linen.StochasticDepth" target="_blank" class="op-doc-link">Official Docs ↗</a></div></div><div id="PaxML / Praxis_2" class="op-tab-pane "><h4>PaxML / Praxis</h4><div class="op-detail-row"><span class="label">API:</span> <code>praxis.layers.StochasticResidual</code></div><div class="op-detail-row"><span class="label">Strategy:</span> <span>Direct Mapping</span></div><div class="op-detail-row"><a href="https://github.com/search?q=repo%3Agoogle%2Fpaxml+praxis.layers.StochasticResidual&type=code" target="_blank" class="op-doc-link">Official Docs ↗</a></div></div> 
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