>1</span><span class="p">]))</span>
        <span class="k">else</span><span class="p">:</span>
            <span class="n">val_pred_list</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">empty</span><span class="p">((</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">))</span>

        <span class="c1"># The data loader creates batches of data to validate</span>
        <span class="k">for</span> <span class="n">X