VanillaBlock
============

Vanilla Convolution Block.

**Abstract Signature:**

``VanillaBlock(input_dim: int, output_dim: int, kernel_size: int = 3)``

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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>torch.nn.Conv2d</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/torch.nn.Conv2d.html" target="_blank" class="op-doc-link">Official Docs ↗</a></div></div><div id="PaxML / Praxis_1" class="op-tab-pane "><h4>PaxML / Praxis</h4><div class="op-detail-row"><span class="label">API:</span> <code>praxis.layers.VanillaBlock</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.VanillaBlock&type=code" target="_blank" class="op-doc-link">Official Docs ↗</a></div></div> 
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