Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
☆1,677Jan 21, 2026Updated 4 months ago
Alternatives and similar repositories for awesome-machine-learning-in-compilers
Users that are interested in awesome-machine-learning-in-compilers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,754Oct 19, 2024Updated last year
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆527Jan 15, 2025Updated last year
- Reinforcement learning environments for compiler and program optimization tasks☆1,014Apr 14, 2026Updated last month
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆781May 31, 2026Updated last week
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,787Updated this week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,838Updated this week
- compiler learning resources collect.☆2,744May 20, 2026Updated 2 weeks ago
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆724Updated this week
- MLIR For Beginners tutorial☆1,307Jul 18, 2025Updated 10 months ago
- Python interface for MLIR - the Multi-Level Intermediate Representation☆271Nov 28, 2024Updated last year
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆1,026Updated this week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,001Sep 19, 2024Updated last year
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆616Jun 19, 2025Updated 11 months ago
- A collection of out-of-tree LLVM passes for teaching and learning☆3,399May 17, 2026Updated 3 weeks ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Open Machine Learning Compiler Framework☆13,409Updated this week
- ☆423Feb 24, 2026Updated 3 months ago
- Implementation of IR2Vec, LLVM IR Based Scalable Program Embeddings☆103Feb 11, 2026Updated 3 months ago
- Dive into Deep Learning Compiler☆647Jun 19, 2022Updated 3 years ago
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆928Dec 30, 2024Updated last year
- An open-source efficient deep learning framework/compiler, written in python.☆742Sep 4, 2025Updated 9 months ago
- Development repository for the Triton language and compiler☆19,380Updated this week
- A curated list of awesome LLVM (including Clang, etc) related resources.☆714Oct 10, 2025Updated 7 months ago
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆4,089Jul 25, 2025Updated 10 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations☆323May 22, 2024Updated 2 years ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆201Apr 27, 2022Updated 4 years ago
- 程序语言与编译技术相关资料（持续更新中）☆2,155Nov 12, 2025Updated 6 months ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆743Jan 26, 2023Updated 3 years ago
- ☆667Jan 13, 2021Updated 5 years ago
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆184Apr 25, 2022Updated 4 years ago
- Shared Middle-Layer for Triton Compilation☆335Dec 5, 2025Updated 6 months ago
- SparseTIR: Sparse Tensor Compiler for Deep Learning☆142Mar 31, 2023Updated 3 years ago
- The quantitative performance comparison among DL compilers on CNN models.☆73Aug 27, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs☆1,353Apr 14, 2025Updated last year
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆125Sep 28, 2023Updated 2 years ago
- ☆192Mar 28, 2023Updated 3 years ago
- Circuit IR Compilers and Tools☆2,148Updated this week
- Curated list of awesome resources on Compilers, Interpreters and Runtimes☆9,797May 26, 2024Updated 2 years ago
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆4,320Updated this week
- Awesome resources for GPUs☆622Mar 10, 2026Updated 2 months ago