lass="n">d_k</span><span class="p">,</span> <span class="n">seq_len</span><span class="p">)</span></pre></div>
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    <div class='section' id='section-14'>
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                <a href='#section-14'>#</a>
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            <p>1D convolution accepts input of the form <code  class="highlight"><span></span><span class="p">[</span><span class="n">N</span><span class="p">,</span> <span class="n">channels</span><span 