Official Problem Sets / Reference Kernels for the GPU MODE Leaderboard!
☆256Apr 13, 2026Updated 2 weeks ago
Alternatives and similar repositories for reference-kernels
Users that are interested in reference-kernels are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆148Apr 4, 2026Updated 3 weeks ago
- Row-wise block scaling for fp8 quantization matrix multiplication. Solution to GPU mode AMD challenge.☆19Feb 9, 2026Updated 2 months ago
- ☆18Jun 6, 2025Updated 10 months ago
- Write a fast kernel and see how you compare against the best humans and AI on gpumode.com☆92Apr 21, 2026Updated last week
- Step by step implementation of a fast softmax kernel in CUDA☆68Jan 6, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository contains companion software for the Colfax Research paper "Categorical Foundations for CuTe Layouts".☆126Sep 24, 2025Updated 7 months ago
- Cataloging released Triton kernels.☆302Sep 9, 2025Updated 7 months ago
- ☆18Dec 2, 2024Updated last year
- Tensara's GPU programming problems☆18Apr 23, 2026Updated last week
- Quantized LLM training in pure CUDA/C++.☆243Mar 6, 2026Updated last month
- GPU programming related news and material links☆2,114Mar 8, 2026Updated last month
- KernelBench: Can LLMs Write GPU Kernels? - Benchmark + Toolkit with Torch -> CUDA (+ more DSLs)☆959Mar 24, 2026Updated last month
- Wave: Python Domain-Specific Language for High Performance Machine Learning☆53Updated this week
- High Performance FP8 GEMM Kernels for SM89 and later GPUs.☆21Jan 24, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Personal solutions to the Triton Puzzles☆20Jul 18, 2024Updated last year
- Attention in SRAM on Tenstorrent Grayskull☆38Jul 18, 2024Updated last year
- ☆23Apr 7, 2026Updated 3 weeks ago
- ☆13Dec 22, 2024Updated last year
- A pure-Python implementation of the Nvidia CuTe layout algebra intended to be approachable and easy to learn.☆169Apr 23, 2026Updated last week
- KsanaDiT: High-Performance DiT (Diffusion Transformer) Inference Framework for Video & Image Generation☆50Mar 30, 2026Updated last month
- A curated list of resources for learning and exploring Triton, OpenAI's programming language for writing efficient GPU code.☆475Mar 10, 2025Updated last year
- Super fast FP32 matrix multiplication on RDNA3☆89Mar 30, 2025Updated last year
- A Quirky Assortment of CuTe Kernels☆948Updated this week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Generating Efficient AI-Centric Kernels☆92Updated this week
- run tinygrad kernels on esp32☆13Nov 28, 2023Updated 2 years ago
- FlashInfer Bench @ MLSys 2026: Building AI agents to write high performance GPU kernels☆160Updated this week
- Fast CUDA matrix multiplication from scratch☆1,147Sep 2, 2025Updated 7 months ago
- Tutorial Exercises and Code for GPU Communications Tutorial at HOT Interconnects 2025☆31Oct 22, 2025Updated 6 months ago
- Ship correct and fast LLM kernels to PyTorch☆148Jan 14, 2026Updated 3 months ago
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆345Updated this week
- AMD-SHARK Inference Modeling and Serving☆63Apr 23, 2026Updated last week
- AI Tensor Engine for ROCm☆414Updated this week
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Fastest kernels written from scratch☆574Sep 18, 2025Updated 7 months ago
- Material for gpu-mode lectures☆6,012Apr 22, 2026Updated last week
- DeeperGEMM: crazy optimized version☆86May 5, 2025Updated 11 months ago
- [ACL 2026 🔥] CASS: Nvidia to AMD Transpilation with Data, Models, and Benchmark☆34Apr 20, 2026Updated last week
- A curated collection of resources, tutorials, and best practices for learning and mastering NVIDIA CUTLASS☆256May 6, 2025Updated 11 months ago
- Fast and Furious AMD Kernels☆402Updated this week
- ☆13Jul 24, 2024Updated last year