☆159Dec 26, 2024Updated last year
Alternatives and similar repositories for cuda-tensorcore-hgemm
Users that are interested in cuda-tensorcore-hgemm are comparing it to the libraries listed below
Sorting:
- ☆72Jan 6, 2025Updated last year
- Yinghan's Code Sample☆365Jul 25, 2022Updated 3 years ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆526Sep 8, 2024Updated last year
- ☆120Apr 11, 2024Updated last year
- A simple high performance CUDA GEMM implementation.☆426Jan 4, 2024Updated 2 years ago
- A Easy-to-understand TensorOp Matmul Tutorial☆409Updated this week
- Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.☆407Jan 2, 2025Updated last year
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆150May 10, 2025Updated 9 months ago
- An extension library of WMMA API (Tensor Core API)☆111Jul 12, 2024Updated last year
- ☆152Jan 9, 2025Updated last year
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,244Jul 29, 2023Updated 2 years ago
- Matrix Multiply-Accumulate with CUDA and WMMA( Tensor Core)☆144Aug 18, 2020Updated 5 years ago
- Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.☆73Sep 8, 2024Updated last year
- SpInfer: Leveraging Low-Level Sparsity for Efficient Large Language Model Inference on GPUs☆60Mar 25, 2025Updated 11 months ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆96Feb 20, 2026Updated 2 weeks ago
- ☆147Mar 18, 2024Updated last year
- ☆112Apr 19, 2024Updated last year
- Step-by-step optimization of CUDA SGEMM☆433Mar 30, 2022Updated 3 years ago
- Standalone Flash Attention v2 kernel without libtorch dependency☆114Sep 10, 2024Updated last year
- This project is about convolution operator optimization on GPU, include GEMM based (Implicit GEMM) convolution.☆43Sep 29, 2025Updated 5 months ago
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆572Apr 20, 2023Updated 2 years ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆44Feb 27, 2025Updated last year
- Examples of CUDA implementations by Cutlass CuTe☆272Jul 1, 2025Updated 8 months ago
- ☆168Feb 5, 2026Updated last month
- row-major matmul optimization☆707Feb 24, 2026Updated last week
- ☆88May 31, 2025Updated 9 months ago
- [HPCA 2026] A GPU-optimized system for efficient long-context LLMs decoding with low-bit KV cache.☆81Dec 18, 2025Updated 2 months ago
- ☆48Dec 11, 2020Updated 5 years ago
- collection of benchmarks to measure basic GPU capabilities☆497Oct 24, 2025Updated 4 months ago
- Fast GPU based tensor core reductions☆13Jan 13, 2023Updated 3 years ago
- Benchmark tests supporting the TiledCUDA library.☆18Nov 19, 2024Updated last year
- We invite you to visit and follow our new repository at https://github.com/microsoft/TileFusion. TiledCUDA is a highly efficient kernel …☆194Jan 28, 2025Updated last year
- ☆116May 16, 2025Updated 9 months ago
- ☆262Jul 11, 2024Updated last year
- Assembler and Decompiler for NVIDIA (Maxwell Pascal Volta Turing Ampere) GPUs.☆93Feb 23, 2023Updated 3 years ago
- how to optimize some algorithm in cuda.☆2,841Updated this week
- Xiao's CUDA Optimization Guide [NO LONGER ADDING NEW CONTENT]☆323Nov 8, 2022Updated 3 years ago
- High-speed GEMV kernels, at most 2.7x speedup compared to pytorch baseline.☆128Jul 13, 2024Updated last year
- ☆22Aug 14, 2024Updated last year