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Tencent / ncnn

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

β˜… 24k C++ today
zml / zml

Any model. Any hardware. Zero compromise. Built with @ziglang / @openxla / MLIR / @bazelbuild

β˜… 4.2k Zig πŸ”₯ today
iree-org / iree

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

β˜… 4.0k C++ today
llvm / torch-mlir

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

β˜… 1.9k C++ today
EnzymeAD / Enzyme

High-performance automatic differentiation of LLVM and MLIR.

β˜… 1.7k LLVM today
onnx / onnx-mlir

Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure

β˜… 1.1k MLIR 1d ago
NVIDIA / cuda-tile

CUDA Tile IR is an MLIR-based intermediate representation and compiler infrastructure for CUDA kernel optimization, focusing on tile-based computation patterns and optimizations targeting NVIDIA tensor core units.

β˜… 1.0k C++ 4d ago
sophgo / tpu-mlir

Machine learning compiler based on MLIR for Sophgo TPU.

β˜… 1.0k C++ 5d ago
google / heir

The compiler for homomorphic encryption

β˜… 935 MLIR today
buddy-compiler / buddy-mlir

An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).

β˜… 771 Python 3d ago
Xilinx / mlir-aie

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

β˜… 705 C today
google / jsir

Next-generation JavaScript analysis tooling

β˜… 673 C++ 8d ago
NVIDIA / tensor-ir

TensorIR is a lightweight NVIDIA-owned MLIR compiler frontend for expressing tensor computations and lowering them to NVIDIA CUDA Tile IR.

β˜… 140 C++ 5d ago
monatis / ggmlc

A multi-framework neural network compiler lowering PyTorch, JAX, Flax, and Keras models to portable, high-performance GGML execution

β˜… 77 Python 19d ago