NVIDIA/cuda-samples

Solve puzzles. Learn CUDA.

An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.

CUDA Templates and Python DSLs for High-Performance Linear Algebra

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

C++ examples for the Vulkan graphics API

PyTorch Tutorial for Deep Learning Researchers

A minimal GPU design in Verilog to learn how GPUs work from the ground up

A collection of various deep learning architectures, models, and tips

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.