Popular GitHub Repositories for Compiler Toolset

? Empowering everyone to build reliable and efficient smart contracts.

Open deep learning compiler stack for cpu, gpu and specialized accelerators

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

Training and serving large-scale neural networks with auto parallelization.

Enabling PyTorch on XLA Devices (e.g. Google TPU)

A list of awesome compiler projects and papers for tensor computation and deep learning.

[ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

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

Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

High-performance automatic differentiation of LLVM and MLIR.

nGraph has moved to OpenVINO

TypeScript Agentic AI Library specialized for LLM Function Calling enhanced by compiler skills.

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

Dataflow compiler for QNN inference on FPGAs

Open deep learning compiler stack for Kendryte AI accelerators ?

Adlik: Toolkit for Accelerating Deep Learning Inference

Machine learning compiler based on MLIR for Sophgo TPU.

An open-source efficient deep learning framework/compiler, written in python.

专注于可解释的NLP技术 An NLP Toolset With A Focus on Explainable Inference

PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.