google / ml-compiler-opt
Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.
☆670Updated 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☆934Updated 5 months ago
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆524Updated 5 months ago
- MLIR For Beginners tutorial☆930Updated last month
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,471Updated this week
- Backward compatible ML compute opset inspired by HLO/MHLO☆457Updated this week
- A new (MLIR based) high-level IR for clang.☆466Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆830Updated this week
- ☆408Updated this week
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,514Updated 3 weeks ago
- A Python Compiler Design Toolkit☆322Updated this week
- Intel® Extension for MLIR. A staging ground for MLIR dialects and tools for Intel devices using the MLIR toolchain.☆129Updated last week
- Automatic verification of LLVM optimizations☆877Updated this week
- Python interface for MLIR - the Multi-Level Intermediate Representation☆247Updated 3 months ago
- Stores documents and resources used by the OpenXLA developer community☆117Updated 7 months ago
- A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations☆311Updated 10 months ago
- PROPELLER: Profile Guided Optimizing Large Scale LLVM-based Relinker☆403Updated this week
- ☆250Updated this week
- 💀 The former home of clangir, now part of the official LLVM incubator. See website below for details.☆157Updated 2 years ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,059Updated this week
- ☆175Updated this week
- Conversions to MLIR EmitC☆128Updated 3 months ago
- example LLVM pass☆579Updated 2 weeks ago
- 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…☆411Updated last week
- Shared Middle-Layer for Triton Compilation☆232Updated last week
- Pluto: An automatic polyhedral parallelizer and locality optimizer☆283Updated last week
- The Tensor Algebra SuperOptimizer for Deep Learning☆704Updated 2 years ago
- An open-source efficient deep learning framework/compiler, written in python.☆690Updated 3 weeks ago
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆462Updated last year
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆571Updated last week
- Unified compiler/runtime for interfacing with PyTorch Dynamo.☆99Updated 3 weeks ago