ncnn is a high-performance neural network inference framework optimized for the mobile platform

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

Circuit IR Compilers and Tools

SHARK Studio -- Web UI for SHARK+IREE High Performance Machine Learning Distribution

The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

Concrete: TFHE Compiler that converts python programs into FHE equivalent

MLIR For Beginners tutorial

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

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

Code auditing productivity multiplier.

VAST is an experimental compiler pipeline designed for program analysis of C and C++. It provides a tower of IRs as MLIR dialects to choose the best fit representations for a program analysis or further program abstraction.

A model compilation solution for various hardware

A compiler for homomorphic encryption

The rustic MLIR bindings in Rust

An MLIR-based toolchain for AMD AI Engine-enabled devices.

Highly optimized inference engine for Binarized Neural Networks

比做算法的懂工程落地，比做工程的懂算法模型。

A scalable High-Level Synthesis framework on MLIR

Python interface for MLIR - the Multi-Level Intermediate Representation

LingoDB: A new analytical database system that blurs the lines between databases and compilers.