facebookresearch / CompilerGymLinks
Reinforcement learning environments for compiler and program optimization tasks
☆985Updated last year
Alternatives and similar repositories for CompilerGym
Users that are interested in CompilerGym are comparing it to the libraries listed below
Sorting:
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆741Updated 2 weeks ago
- Backward compatible ML compute opset inspired by HLO/MHLO☆586Updated 2 weeks ago
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,639Updated 3 months ago
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,712Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆957Updated 3 weeks ago
- ☆422Updated this week
- The Tensor Algebra SuperOptimizer for Deep Learning☆734Updated 2 years ago
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,071Updated last year
- An open-source efficient deep learning framework/compiler, written in python.☆737Updated 4 months ago
- MLIR For Beginners tutorial☆1,182Updated 5 months ago
- A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations☆320Updated last year
- Python interface for MLIR - the Multi-Level Intermediate Representation☆271Updated last year
- jax-triton contains integrations between JAX and OpenAI Triton☆435Updated 3 weeks ago
- A Python compiler design toolkit.☆466Updated this week
- Stores documents and resources used by the OpenXLA developer community☆131Updated last year
- A library for distributed ML training with PyTorch☆367Updated 3 years ago
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆599Updated 6 months ago
- RLMeta is a light-weight flexible framework for Distributed Reinforcement Learning Research.☆283Updated 2 years ago
- ☆186Updated last year
- High-performance automatic differentiation of LLVM and MLIR.☆1,520Updated this week
- A performant and modular runtime for TensorFlow☆756Updated 4 months ago
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆118Updated 2 years ago
- "Multi-Level Intermediate Representation" Compiler Infrastructure☆1,760Updated 4 years ago
- ☆451Updated 2 weeks ago
- NeuroVectorizer is a framework that uses deep reinforcement learning (RL) to predict optimal vectorization compiler pragmas for for loops…☆97Updated 2 years ago
- A Python-embedded DSL that makes it easy to write fast, scalable ML kernels with minimal boilerplate.☆703Updated this week
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,537Updated this week
- common in-memory tensor structure☆1,130Updated 3 weeks ago
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆515Updated 11 months ago
- A sandbox for quick iteration and experimentation on projects related to IREE, MLIR, and LLVM☆61Updated 9 months ago