mlir

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

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

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

MLIR For Beginners tutorial

Machine learning compiler based on MLIR for Sophgo TPU.

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

A compiler for homomorphic encryption

A close-to-metal Python API for programming AMD Ryzen™ AI NPUs (AI Engines), built on an open-source MLIR-based compiler toolchain.

Next-generation JavaScript analysis tooling

The rustic MLIR bindings in Rust

🚀🚀🚀 This repository lists some awesome public CUDA, cuda-python, cuBLAS, cuDNN, CUTLASS, TensorRT, TensorRT-LLM, Triton, TVM, MLIR, PTX and High Performance Computing (HPC) projects.

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

An Extensible Compiler IR Framework

Code auditing productivity multiplier.

A model compilation solution for various hardware

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.

Concrete is a simple programming language specifically crafted for creating highly scalable systems that are reliable, efficient, and easy to maintain.