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awesome-machine-learning-in-compilers

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

barracuda

BARRACUDA: Binary-level Analysis of Runtime RAces in CUDA programs

camerafeature

Feature description of interested cameras

clang-llvm-tutorial

clang & llvm examples, e.g. AST Interpreter, Function Pointer Analysis, Value Range Analysis, Data-Flow Analysis, Andersen Pointer Analysis, LLVM Backend...

cmake_study

study cmake

cppcon2014

Speaker materials from CppCon 2014

cpufp

A CPU tool for benchmarking the peak of floating points

cuda-convnet

My fork of Alex Krizhevsky's cuda-convnet from 2013 where I added dropout, among other features.

cutlass

CUDA Templates for Linear Algebra Subroutines

decoding-cuda-binary

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

ebook

classic books of computer science!

flexible-gemm

flexible-gemm conv of deepcore

gas

gemmlowp

Low-precision matrix multiplication

google-research

Google AI Research

gpuocelot

GPUOCelot: A dynamic compilation framework for PTX

gvprof

GVProf: A Value Profiler for GPU-based Clusters

iguard

int_fastdiv

Fast integer division with divisor not known at compile time. To be used primarily in CUDA kernels.

kepleras_learn

a version of KerperAS with annotations

kernl

Kernl lets you run PyTorch transformer models several times faster on GPU with a single line of code, and is designed to be easily hackable.

latex-templates

A collection of LaTeX templates used for research, courses, and miscellanea.

megengine

MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

metrics

📊 An infographics generator with 30+ plugins and 200+ options to display stats about your GitHub account and render them as SVG, Markdown, PDF or JSON!

modern-cpp-tutorial

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

ndarray

A headers only template library for N-Dimension Array(i.e. tensor)

note-by-latex

中文 LaTeX 手册。A LaTeX manual written by me to help more Chinese LaTeX learners.

parallel-hashmap

A header-only, very fast and memory-friendly hash map.

ppl.cv

ppl.cv is a high-performance image processing library of openPPL supporting x86 and cuda platforms.