-with-torch-tensorrt">
<h2>Step 1: Optimize your model with Torch-TensorRT<a class="headerlink" href="#step-1-optimize-your-model-with-torch-tensorrt" title="Permalink to this headline">¶</a></h2>
<p>Most Torch-TensorRT users will be familiar with this step. For the purpose of
this demonstration, we will be using a ResNet50 model from Torchhub.</p>
<p>Let’s first pull the <a class="reference external" href="https://catalog.ngc.nvidia.com/orgs/nvidia/containers/pytorch">NGC PyTorch Docker container</a>. Y