zwang4 / awesome-machine-learning-in-compilersLinks
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
☆1,618Updated 2 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
Sorting:
- MLIR For Beginners tutorial☆1,127Updated 3 months ago
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆733Updated last week
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,670Updated last year
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆505Updated 9 months ago
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,674Updated this week
- Reinforcement learning environments for compiler and program optimization tasks☆980Updated last year
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆933Updated this week
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆116Updated 2 years ago
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆654Updated this week
- Awesome resources for GPUs☆600Updated 2 years ago
- Hands-On Practical MLIR Tutorial☆649Updated 2 years ago
- Backward compatible ML compute opset inspired by HLO/MHLO☆565Updated last week
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,450Updated this week
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆584Updated 4 months ago
- advanced compilers☆876Updated 2 weeks ago
- A collection of out-of-tree LLVM passes for teaching and learning☆3,297Updated 3 weeks ago
- A Python compiler design toolkit.☆443Updated last week
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆553Updated 2 years ago
- ☆1,942Updated 2 years ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆730Updated 2 years ago
- compiler learning resources collect.☆2,582Updated 7 months ago
- A curated list of awesome LLVM (including Clang, etc) related resources.☆667Updated last month
- ☆440Updated last year
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆995Updated last year
- Dive into Deep Learning Compiler☆646Updated 3 years ago
- Learn LLVM 12, published by Packt☆491Updated last year
- An open-source efficient deep learning framework/compiler, written in python.☆733Updated 2 months ago
- Learn LLVM 17, published by Packt☆210Updated last year
- A model compilation solution for various hardware☆454Updated 2 months ago
- Python interface for MLIR - the Multi-Level Intermediate Representation☆270Updated 11 months ago