google / ml-compiler-opt
Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.
☆657Updated 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
- Reinforcement learning environments for compiler and program optimization tasks☆932Updated 4 months ago
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆511Updated 4 months ago
- A new (MLIR based) high-level IR for clang.☆452Updated this week
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,424Updated this week
- ☆406Updated this week
- Backward compatible ML compute opset inspired by HLO/MHLO☆446Updated last week
- MLIR For Beginners tutorial☆904Updated last week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆812Updated this week
- Stores documents and resources used by the OpenXLA developer community☆116Updated 6 months ago
- A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations☆308Updated 8 months ago
- PROPELLER: Profile Guided Optimizing Large Scale LLVM-based Relinker☆395Updated last month
- A Python Compiler Design Toolkit☆312Updated this week
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,499Updated last month
- Automatic verification of LLVM optimizations☆865Updated this week
- VAST is an experimental compiler pipeline designed for program analysis of C and C++. It provides a tower of IRs as MLIR dialects to choo…☆409Updated last week
- Conversions to MLIR EmitC☆126Updated 2 months ago
- A collection of out-of-tree Clang plugins for teaching and learning☆721Updated 2 months ago
- 💀 The former home of clangir, now part of the official LLVM incubator. See website below for details.☆157Updated 2 years ago
- Intel® Extension for MLIR. A staging ground for MLIR dialects and tools for Intel devices using the MLIR toolchain.☆130Updated this week
- MatMul Performance Benchmarks for a Single CPU Core comparing both hand engineered and codegen kernels.☆127Updated last year
- Shared Middle-Layer for Triton Compilation☆226Updated this week
- Python interface for MLIR - the Multi-Level Intermediate Representation☆240Updated 2 months ago
- An optimizing ahead-of-time Python Compiler☆163Updated 8 months ago
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆426Updated last year
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆560Updated this week
- A model compilation solution for various hardware☆405Updated this week
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆92Updated last year
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆2,996Updated this week
- Instruction THroughput Estimator using MAchine Learning (ITHEMAL)☆145Updated 3 years ago
- TPP experimentation on MLIR for linear algebra☆119Updated this week