AIComputing101 / gpu-programming-101Links
A comprehensive hands-on project for learning GPU programming with CUDA and HIP, covering fundamental concepts through advanced optimization techniques.
☆35Updated 2 months ago
Alternatives and similar repositories for gpu-programming-101
Users that are interested in gpu-programming-101 are comparing it to the libraries listed below
Sorting:
- NVIDIA tools guide☆157Updated last year
- Examples and exercises from the book Programming Massively Parallel Processors - A Hands-on Approach. David B. Kirk and Wen-mei W. Hwu (T…☆77Updated 5 years ago
- Learn CUDA with PyTorch☆193Updated this week
- CUDA Learning guide☆525Updated last year
- ☆178Updated 2 years ago
- Official Problem Sets / Reference Kernels for the GPU MODE Leaderboard!☆200Updated last week
- Evaluating Large Language Models for CUDA Code Generation ComputeEval is a framework designed to generate and evaluate CUDA code from Lar…☆96Updated 3 weeks ago
- 100 days of building GPU kernels!☆568Updated 9 months ago
- NVIDIA curated collection of educational resources related to general purpose GPU programming.☆1,146Updated this week
- Helpful kernel tutorials and examples for tile-based GPU programming☆630Updated this week
- A curated collection of resources, tutorials, and best practices for learning and mastering NVIDIA CUTLASS☆249Updated 9 months ago
- Some CUDA example code with READMEs.☆179Updated 2 months ago
- ☆213Updated last year
- Fast CUDA matrix multiplication from scratch☆1,040Updated 5 months ago
- Fastest kernels written from scratch☆532Updated 4 months ago
- A curated list of resources for learning and exploring Triton, OpenAI's programming language for writing efficient GPU code.☆457Updated 10 months ago
- Write a fast kernel and run it on Discord. See how you compare against the best!☆68Updated this week
- A plugin for Jupyter Notebook to run CUDA C/C++ code☆257Updated last year
- Accelerated General (FP32) Matrix Multiplication from scratch in CUDA☆181Updated last year
- Cataloging released Triton kernels.☆292Updated 4 months ago
- A curriculum for learning about gpu performance engineering, from scratch to what the frontier AI labs do☆341Updated 3 weeks ago
- Simple MPI implementation for prototyping or learning☆300Updated 6 months ago
- ☆89Updated 2 months ago
- This repository is a curated collection of resources, tutorials, and practical examples designed to guide you through the journey of mast…☆435Updated 11 months ago
- ☆129Updated 3 months ago
- ☆286Updated this week
- CUDA Matrix Multiplication Optimization☆256Updated last year
- Training materials associated with NVIDIA's CUDA Training Series (www.olcf.ornl.gov/cuda-training-series/)☆934Updated last year
- Learning about CUDA by writing PTX code.☆152Updated last year
- Competitive GPU kernel optimization platform.☆149Updated 2 weeks ago