coderonion / awesome-cuda-and-hpcLinks
๐๐๐ This repository lists some awesome public CUDA, cuda-python, cuBLAS, cuDNN, CUTLASS, TensorRT, TensorRT-LLM, Triton, TVM, MLIR, PTX and High Performance Computing (HPC) projects.
โ350Updated 2 months ago
Alternatives and similar repositories for awesome-cuda-and-hpc
Users that are interested in awesome-cuda-and-hpc are comparing it to the libraries listed below
Sorting:
- CUDA Matrix Multiplication Optimizationโ228Updated last year
- CSV spreadsheets and other material for AI accelerator survey papersโ179Updated last year
- โ145Updated last year
- Assembler and Decompiler for NVIDIA (Maxwell Pascal Volta Turing Ampere) GPUs.โ85Updated 2 years ago
- ๅ ่ฟ็ผ่ฏๅฎ้ชๅฎค็ไธชไบบไธป้กตโ149Updated 5 months ago
- A CUDA tutorial to make people learn CUDA program from 0โ256Updated last year
- This project is about convolution operator optimization on GPU, include GEMM based (Implicit GEMM) convolution.โ39Updated 2 weeks ago
- A simple high performance CUDA GEMM implementation.โ409Updated last year
- Examples of CUDA implementations by Cutlass CuTeโ241Updated 3 months ago
- โ22Updated 4 months ago
- A Easy-to-understand TensorOp Matmul Tutorialโ385Updated last week
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instructโฆโ484Updated last year
- ๐ A curated list of awesome matrix-matrix multiplication (A * B = C) frameworks, libraries and softwareโ54Updated 7 months ago
- Optimizing SGEMM kernel functions on NVIDIA GPUs to a close-to-cuBLAS performance.โ385Updated 9 months ago
- โ153Updated 9 months ago
- Development repository for the Triton-Linalg conversionโ202Updated 8 months ago
- collection of benchmarks to measure basic GPU capabilitiesโ429Updated 8 months ago
- โ194Updated last year
- code reading for tvmโ76Updated 3 years ago
- โ69Updated 9 months ago
- โ259Updated this week
- โ25Updated 2 months ago
- Hands-On Practical MLIR Tutorialโ34Updated last month
- PyTorch emulation library for Microscaling (MX)-compatible data formatsโ306Updated 4 months ago
- hands on model tuning with TVM and profile it on a Mac M1, x86 CPU, and GTX-1080 GPU.โ50Updated 2 years ago
- This is the top-level repository for the Accel-Sim framework.โ491Updated last week
- โ141Updated last year
- Stepwise optimizations of DGEMM on CPU, reaching performance faster than Intel MKL eventually, even under multithreading.โ153Updated 3 years ago
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inferenceโ150Updated 8 months ago
- CUDA PTX-ISA Document ไธญๆ็ฟป่ฏ็โ45Updated 2 weeks ago