j2kun / mlir-tutorial
MLIR For Beginners tutorial
☆731Updated last month
Related projects: ⓘ
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆466Updated 3 weeks ago
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,430Updated 2 months ago
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆484Updated 2 weeks ago
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆379Updated last month
- Backward compatible ML compute opset inspired by HLO/MHLO☆380Updated this week
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,301Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆742Updated this week
- A new (MLIR based) high-level IR for clang.☆343Updated this week
- Hands-On Practical MLIR Tutorial☆278Updated 10 months ago
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆613Updated this week
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆388Updated last year
- A Python Compiler Design Toolkit☆252Updated this week
- advanced compilers☆742Updated 2 weeks ago
- Pluto: An automatic polyhedral parallelizer and locality optimizer☆267Updated 4 months ago
- ☆392Updated this week
- MLIR Sample dialect☆97Updated this week
- Fast CUDA matrix multiplication from scratch☆420Updated 8 months ago
- Awesome resources for GPUs☆464Updated last year
- Reinforcement learning environments for compiler and program optimization tasks☆898Updated 3 months ago
- An MLIR-based toolchain for AMD AI Engine-enabled devices.☆283Updated this week
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆70Updated 11 months ago
- Python interface for MLIR - the Multi-Level Intermediate Representation☆210Updated 3 months ago
- an educational compiler intermediate representation☆556Updated 2 weeks ago
- Intel® Extension for MLIR. A staging ground for MLIR dialects and tools for Intel devices using the MLIR toolchain.☆115Updated this week
- Intermediate Language (IL) for Hardware Accelerator Generators☆475Updated this week
- Shared Middle-Layer for Triton Compilation☆157Updated last week
- An open-source efficient deep learning framework/compiler, written in python.☆646Updated 3 weeks ago
- An out-of-tree MLIR dialect template.☆87Updated last week
- The Tensor Algebra SuperOptimizer for Deep Learning☆687Updated last year
- Automatic verification of LLVM optimizations☆758Updated this week