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amg

Algebraic multigrid benchmark

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

batched-spmm

New batched algorithm for sparse matrix-matrix multiplication (SpMM)

blasted

Fine-grain parallel iterative methods

cfs-spmv

Conflict-free symmetric SpMV library

conv2d_direct

convstencil

cpp

Lecture notes, projects and other materials for Course 'CS205 C/C++ Program Design' at Southern University of Science and Technology.

cuda-learn-note

🎉CUDA 笔记 / 高频面试题汇总 / C++笔记，个人笔记，更新随缘: sgemm、sgemv、warp reduce、block reduce、dot product、elementwise、softmax、layernorm、rmsnorm、hist etc.

cuda-optimization-guide

Xiao's CUDA Optimization Guide [Active Adding New Contents]

cuda-samples

Samples for CUDA Developers which demonstrates features in CUDA Toolkit

cuda-tensorcore-hgemm

cuda-tensorcores-register-mapping

cuda_hgemm

Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.

cudatutorial

A CUDA tutorial to make people learn CUDA program from 0

cufoam

cuFoam is a cuda based linear equations solver for OpenFoam.

darkintegermultiply_sunwaytaihulight

神威太湖之光上的大整数乘法。国产CPU并行应用挑战赛（CPC17）的神秘应用。

dasp

Source code of the SC '23 paper: "DASP: Specific Dense Matrix Multiply-Accumulate Units Accelerated General Sparse Matrix-Vector Multiplication" by Yuechen Lu and Weifeng Liu.

deeplearningsystem

Deep Learning System core principles introduction.

dissectingtensorcores

ece408

fp16scaling

fvens

Finite volume Euler / Navier-Stokes solver

gpumembench

A GPU benchmark suite for assessing on-chip GPU memory bandwidth

how-to-write-makefile

跟我一起写Makefile重制版

hpc-lab-docs

Documentation for HPC course

hpc-notes

Personal Notes for Learning HPC & Parallel Computation [Active Adding New Content]

hylo

i-spmv

An iterative sparse matrix dense vector multiplication solver with MPI

implicit-gemm-tensor-core-convolution

Simple example of how to write an Implicit GEMM Convolution in CUDA using the tensor core WMMA API and bindings for PyTorch.