google / ml-compiler-optLinks
Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.
☆709Updated this week
Alternatives and similar repositories for ml-compiler-opt
Users that are interested in ml-compiler-opt are comparing it to the libraries listed below
Sorting:
- Reinforcement learning environments for compiler and program optimization tasks☆960Updated 9 months ago
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆566Updated last month
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,595Updated this week
- Backward compatible ML compute opset inspired by HLO/MHLO☆510Updated last week
- A new (MLIR based) high-level IR for clang.☆516Updated this week
- ☆420Updated this week
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,579Updated 2 months ago
- MLIR For Beginners tutorial☆1,029Updated 2 weeks ago
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆887Updated this week
- Python interface for MLIR - the Multi-Level Intermediate Representation☆263Updated 8 months ago
- A Python compiler design toolkit.☆380Updated this week
- Stores documents and resources used by the OpenXLA developer community☆126Updated last year
- Automatic verification of LLVM optimizations☆943Updated last month
- PROPELLER: Profile Guided Optimizing Large Scale LLVM-based Relinker☆432Updated 2 weeks ago
- Intel® Extension for MLIR. A staging ground for MLIR dialects and tools for Intel devices using the MLIR toolchain.☆138Updated last week
- A sandbox for quick iteration and experimentation on projects related to IREE, MLIR, and LLVM☆60Updated 4 months ago
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆106Updated last year
- Pluto: An automatic polyhedral parallelizer and locality optimizer☆302Updated last month
- GPUOcelot: A dynamic compilation framework for PTX☆204Updated 5 months ago
- TPP experimentation on MLIR for linear algebra☆133Updated this week
- ☆196Updated last week
- MLIR Sample dialect☆124Updated 5 months ago
- MLIR-based partitioning system☆114Updated this week
- Conversions to MLIR EmitC☆128Updated 7 months ago
- IREE's PyTorch Frontend, based on Torch Dynamo.☆94Updated last week
- Instruction THroughput Estimator using MAchine Learning (ITHEMAL)☆148Updated 3 years ago
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆474Updated 6 months ago
- MatMul Performance Benchmarks for a Single CPU Core comparing both hand engineered and codegen kernels.☆134Updated last year
- A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations☆318Updated last year
- An unofficial cuda assembler, for all generations of SASS, hopefully ：）☆523Updated 2 years ago