Xiao's CUDA Optimization Guide [NO LONGER ADDING NEW CONTENT]
☆323Nov 8, 2022Updated 3 years ago
Alternatives and similar repositories for CUDA-Optimization-Guide
Users that are interested in CUDA-Optimization-Guide are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Personal Notes for Learning HPC & Parallel Computation [NO LONGER ADDING NEW CONTENT]☆77Jul 29, 2022Updated 3 years ago
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,271Jul 29, 2023Updated 2 years ago
- DGEMM on KNL, achieve 75% MKL☆19May 19, 2022Updated 3 years ago
- GPTQ inference TVM kernel☆40Apr 25, 2024Updated last year
- how to optimize some algorithm in cuda.☆2,910Apr 1, 2026Updated last week
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- 高性能计算相关知识学习笔记,包含学习笔记和相关知识的代码demo,在持续完善中。 如果有帮助的话请Star一下,对作者帮助很大,谢谢!☆473Mar 28, 2023Updated 3 years ago
- A Easy-to-understand TensorOp Matmul Tutorial☆422Mar 5, 2026Updated last month
- A simple high performance CUDA GEMM implementation.☆430Jan 4, 2024Updated 2 years ago
- Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.☆411Jan 2, 2025Updated last year
- Efficient Distributed GPU Programming for Exascale, an SC/ISC Tutorial☆356Mar 27, 2026Updated 2 weeks ago
- DeeperGEMM: crazy optimized version☆86May 5, 2025Updated 11 months ago
- 📚LeetCUDA: Modern CUDA Learn Notes with PyTorch for Beginners🐑, 200+ CUDA Kernels, Tensor Cores, HGEMM, FA-2 MMA.🎉☆10,217Updated this week
- ☆152Mar 18, 2024Updated 2 years ago
- Examples of CUDA implementations by Cutlass CuTe☆271Jul 1, 2025Updated 9 months ago
- 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.
- study of cutlass☆22Nov 10, 2024Updated last year
- Yinghan's Code Sample☆366Jul 25, 2022Updated 3 years ago
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆193Jan 28, 2025Updated last year
- ☆159Dec 26, 2024Updated last year
- hpc-learning☆783May 30, 2024Updated last year
- Step-by-step optimization of CUDA SGEMM☆453Mar 30, 2022Updated 4 years ago
- row-major matmul optimization☆713Feb 24, 2026Updated last month
- A PyTorch-like deep learning framework. Just for fun.☆157Oct 9, 2023Updated 2 years ago
- Implement Flash Attention using Cute.☆105Dec 17, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- flash attention tutorial written in python, triton, cuda, cutlass☆502Jan 20, 2026Updated 2 months ago
- Material for gpu-mode lectures☆5,923Feb 1, 2026Updated 2 months ago
- learning how CUDA works☆383Mar 3, 2025Updated last year
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆535Sep 8, 2024Updated last year
- A fast communication-overlapping library for tensor/expert parallelism on GPUs.☆1,284Aug 28, 2025Updated 7 months ago
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆82Aug 12, 2024Updated last year
- compiler learning resources collect.☆2,707Mar 19, 2025Updated last year
- ☆261Jul 11, 2024Updated last year
- BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment.☆758Aug 6, 2025Updated 8 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,536Apr 2, 2026Updated last week
- ☆2,005Jul 29, 2023Updated 2 years ago
- FlashInfer: Kernel Library for LLM Serving☆5,273Updated this week
- ☆121Apr 2, 2025Updated last year
- collection of benchmarks to measure basic GPU capabilities☆513Oct 24, 2025Updated 5 months ago
- ☆52May 19, 2025Updated 10 months ago
- ☆119May 16, 2025Updated 10 months ago