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Deep Learning Compiler

12 repositories

Unified compiler/runtime for interfacing with PyTorch Dynamo.

Python 99 48 Updated Feb 11, 2025

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

2,483 307 Updated Oct 19, 2024

compiler learning resources collect.

Python 2,269 344 Updated May 27, 2024

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

C++ 556 179 Updated Feb 11, 2025

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

1,495 163 Updated Jan 4, 2025

A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture

430 35 Updated Jan 15, 2025

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

C++ 475 57 Updated Oct 23, 2024

The quantitative performance comparison among DL compilers on CNN models.

C++ 75 6 Updated Aug 27, 2020

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

Python 3,098 361 Updated Dec 9, 2023

System for AI Education Resource.

Python 3,823 477 Updated Oct 25, 2024

Hummingbird compiles trained ML models into tensor computation for faster inference.

Python 3,382 278 Updated Jan 21, 2025

Dive into Deep Learning Compiler

Python 647 96 Updated Jun 19, 2022