a1trl9

byteir

A model compilation solution for various hardware

iree

A retargetable MLIR-based machine learning compiler and runtime toolkit.

z3

The Z3 Theorem Prover

mlir-tv

A translation validation framework for MLIR

btor2mlir

Bᴛᴏʀ2MLIR: A Format and Toolchain for Hardware Verification

nightfox.nvim

🦊A highly customizable theme for vim and neovim with support for lsp, treesitter and a variety of plugins.

MegCC

MegCC是一个运行时超轻量，高效，移植简单的深度学习模型编译器

Polygeist

C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!

mlir-hlo

libxsmm

Library for specialized dense and sparse matrix operations, and deep learning primitives.

ruy

mmperf

MatMul Performance Benchmarks for a Single CPU Core comparing both hand engineered and codegen kernels.

lightseq

LightSeq: A High Performance Library for Sequence Processing and Generation

byteps

A high performance and generic framework for distributed DNN training

Bear

Bear is a tool that generates a compilation database for clang tooling.

Interaction-Calculus

A programming language and model of computation that matches the optimal λ-calculus reduction algorithm perfectly.

HVM

A massively parallel, optimal functional runtime in Rust

QDrop

The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization

taskflow

A General-purpose Task-parallel Programming System using Modern C++

linux-perf-data

A parser for the perf.data format

TPAT

TensorRT Plugin Autogen Tool

folly

An open-source C++ library developed and used at Facebook.

taco

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

flask-restful

Simple framework for creating REST APIs

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.

DeepBench

Benchmarking Deep Learning operations on different hardware

promise-cpp

C++ promise/A+ library in Javascript style.

mlflow

Open source platform for the machine learning lifecycle

dvc

🦉 ML Experiments and Data Management with Git

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework