message: Cleaned up the notebook
diff: "cell_type": "markdown",
  "metadata": {},
  "source": [
  - "## Conclusion\n",
  + "<a id=\"5\"></a>\n",
  + "## 5. Conclusion\n",
  "\n",
  "In this notebook, we have walked through the complete process of compiling TorchScript models with TRTorch for ResNet-50 model and test the performance impact of the optimization. With TRTorch, we observe a speedup of **1.4X** with FP32, and **3.0X** with FP16.\n",
  "\n",
  