HuaYangCheng

PTX-ISA

CUDA PTX-ISA Document 中文翻译版

blue-porcelain

gass

nncpp

[WIP] NNCpp - Neural Networks in C++ with CUDA ops

CogDL

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

PointCloudDynamicVoxel

NiuTensor

NiuTensor is an open-source toolkit developed by a joint team from NLP Lab. at Northeastern University and the NiuTrans Team. It provides tensor utilities to create and train neural networks.

Computer-Science-Textbooks

Collect some CS textbooks for learning.

REKCARC-TSC-UHT

清华大学计算机系课程攻略 Guidance for courses in Department of Computer Science and Technology, Tsinghua University

CUDALibrarySamples

CUDA Library Samples

Simple_CUDA_GEMM

Sgemm kernel function on Nvidia Pascal GPU, able to achieve 60% theoretical performance.

SGEMM-Implementation-and-Optimization

:pencil: Some source code about matrix multiplication implementation on CUDA

gpu_sgemm

SGEMM_CUDA

Fast CUDA matrix multiplication from scratch

LLVM_for_cpu0

This is a tutorial to learn LLVM, I realize a backend to compiler machine code for cpu0 which is a simple RISC cpu.

llvm-ir-tutorial

LLVM IR入门指南

Professional-CUDA-C-Programming-Code-and-Notes

CUDA C 编程权威指南代码实现 包含了书上第二章到第八章的大部分代码实现和作者笔记，全由作者本人手动实现，难免有错误的地方，请大家谨慎参考，非常欢迎对错误的指正。 如果有帮助的话请Star一下，对作者帮助很大，谢谢！

tvm_walk_through

code reading for tvm

tvm_mlir_learn

compiler learning resources collect.

zju-icicles

浙江大学课程攻略共享计划

CuAssembler

An unofficial cuda assembler, for all generations of SASS, hopefully ：）

gdev

First-Class GPU Resource Management: Device Drivers, Runtimes, and CUDA Compilers for Nouveau.

kernelgen

A prototype of LLVM-based auto-parallelizing Fortran/C compiler for NVIDIA GPUs, targeting numerical modeling code

gdev

gdev

First-Class GPU Resource Management: Device Drivers, Runtimes, and CUDA Compilers for Nouveau.

gdev

ImageNet-Datasets-Downloader

ImageNet dataset downloader. Creates a custom dataset by specifying the required number of classes and images in a class.

ImageNet-1K

ImageNet-1K data download, processing for using as a dataset

pytorch_quantization

A pytorch implementation of dorefa quantization

DFQ

PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.