       <span class="n">DEVICE</span>
    <span class="p">),</span>
    <span class="s2">&quot;encoder_hidden_states&quot;</span><span class="p">:</span> <span class="n">torch</span><span class="o">.</span><span class="n">randn</span><span class="p">(</span>
        <span class="p">(</span><span class="n">batch_size</span><span class="p">,</span> <span class="mi">512</span><span class="p">,</span> <span class="mi">4096</span><span class="p">),</span> <span class="n">dtype</span><span class="o">=</span><span 