CUDA Matrix Multiplication Optimization
☆264Jul 19, 2024Updated last year
Alternatives and similar repositories for CUDA-GEMM-Optimization
Users that are interested in CUDA-GEMM-Optimization are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- CUTLASS and CuTe Examples☆134Nov 30, 2025Updated 4 months ago
- Fast CUDA matrix multiplication from scratch☆1,127Sep 2, 2025Updated 7 months ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆536Sep 8, 2024Updated last year
- ☆261Jul 11, 2024Updated last year
- A simple high performance CUDA GEMM implementation.☆430Jan 4, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Benchmark tests supporting the TiledCUDA library.☆18Nov 19, 2024Updated last year
- A Easy-to-understand TensorOp Matmul Tutorial☆422Mar 5, 2026Updated last month
- Step-by-step optimization of CUDA SGEMM☆453Mar 30, 2022Updated 4 years ago
- Examples of CUDA implementations by Cutlass CuTe☆271Jul 1, 2025Updated 9 months ago
- Optimize GEMM with tensorcore step by step☆37Dec 17, 2023Updated 2 years ago
- Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.☆411Jan 2, 2025Updated last year
- TileFusion is an experimental C++ macro kernel template library that elevates the abstraction level in CUDA C for tile processing.☆106Jun 28, 2025Updated 9 months ago
- Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.☆74Sep 8, 2024Updated last year
- Fastest kernels written from scratch☆565Sep 18, 2025Updated 6 months ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Feb 20, 2026Updated last month
- ☆186May 7, 2025Updated 11 months ago
- Yinghan's Code Sample☆366Jul 25, 2022Updated 3 years ago
- Tile primitives for speedy kernels☆3,312Updated this week
- 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
- CUDA Kernel Benchmarking Library☆847Apr 6, 2026Updated last week
- High performance RMSNorm Implement by using SM Core Storage(Registers and Shared Memory)☆30Jan 22, 2026Updated 2 months ago
- ☆152Mar 18, 2024Updated 2 years ago
- Implement Flash Attention using Cute.☆105Dec 17, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆45Feb 27, 2025Updated last year
- CUDA 8-bit Tensor Core Matrix Multiplication based on m16n16k16 WMMA API☆36Sep 15, 2023Updated 2 years ago
- flash attention tutorial written in python, triton, cuda, cutlass☆502Jan 20, 2026Updated 2 months ago
- ☆171Feb 5, 2026Updated 2 months ago
- 🎉My Collections of CUDA Kernels~☆11Jun 25, 2024Updated last year
- ☆10May 12, 2022Updated 3 years ago
- An extension library of WMMA API (Tensor Core API)☆111Jul 12, 2024Updated last year
- ☆120Apr 11, 2024Updated 2 years ago
- An unofficial cuda assembler, for all generations of SASS, hopefully ：）☆578Apr 20, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- 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
- 使用 CUDA C++ 实现的 llama 模型推理框架☆65Nov 8, 2024Updated last year
- Persistent dense gemm for Hopper in `CuTeDSL`☆15Aug 9, 2025Updated 8 months ago
- ☆119May 16, 2025Updated 10 months ago
- row-major matmul optimization☆714Feb 24, 2026Updated last month
- An experimental communicating attention kernel based on DeepEP.☆35Jul 29, 2025Updated 8 months ago