# QuickStartGuide

Introductory notebooks in TensorRT QuickStartGuide

- [Running the QuickStartGuide](IntroNotebooks/0.%20Running%20This%20Guide.ipynb)
- [Getting Started with TensorRT](IntroNotebooks/1.%20Introduction.ipynb)
- [Using PyTorch through ONNX](IntroNotebooks/2.%20Using%20PyTorch%20through%20ONNX.ipynb)
- [Understanding TensorRT Runtimes](IntroNotebooks/3.%20Understanding%20TensorRT%20Runtimes.ipynb)

Tutorials corresponding to TensorRT QuickStartGuide

- Semantic Segmentation using TensorRT - [C++ sample and Python notebook](./SemanticSegmentation/)
- Optimize with TensorRT, Deploy with Triton - [Walkthrough and Python code](./deploy_to_triton/)
- Quantization with TensorRT Model Optimizer - [Stable Diffusion XL (Base/Turbo) and Stable Diffusion 1.5 Quantization with Model Optimizer](https://github.com/NVIDIA/TensorRT-Model-Optimizer/tree/main/diffusers/quantization)