Tensors and Dynamic neural networks in Python with strong GPU acceleration

a language for fast, portable data-parallel computation

A compiler for homomorphic encryption

GitHub’s official command line tool

Experiments and prototypes associated with IREE or MLIR

Rust implementation of SPIR-V module processing functionalities

IREE plugin repository for the AMD AIE accelerator

ROCm Communication Collectives Library (RCCL)

HeteroCL-MLIR dialect for accelerator design

Backward compatible ML compute opset inspired by HLO/MHLO

HeteroCL: A Multi-Paradigm Programming Infrastructure for Software-Defined Heterogeneous Computing

Inference Llama 2 in one file of pure 🔥

The Mojo Programming Language

A virtual machine for executing programs written in Hack.

A C++ library of Concurrent Data Structures

A guide that explains how high level programming language constructs are mapped to the LLVM intermediate language.

Experimental wrapper over LLVM for generating and compiling code at run-time.

A collection of out-of-tree LLVM passes for teaching and learning

General-purpose programming language and toolchain for maintaining robust, optimal, and reusable software.

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

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

Kokkos C++ Performance Portability Programming Ecosystem: The Programming Model - Parallel Execution and Memory Abstraction

SparseTIR: Sparse Tensor Compiler for Deep Learning

Run your GitHub Actions locally 🚀

development repository for the open earth compiler

Conversions to MLIR EmitC

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

Performance-portable, length-agnostic SIMD with runtime dispatch

DSL and compiler framework for automated finite-differences and stencil computation