zwang4 / awesome-machine-learning-in-compilers
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
☆1,463Updated last month
Related projects ⓘ
Alternatives and complementary repositories for awesome-machine-learning-in-compilers
- MLIR For Beginners tutorial☆822Updated last month
- Reinforcement learning environments for compiler and program optimization tasks☆914Updated last month
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,402Updated last month
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆632Updated this week
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆396Updated last month
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,355Updated this week
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆520Updated 2 weeks ago
- Backward compatible ML compute opset inspired by HLO/MHLO☆412Updated this week
- A curated list of research papers, datasets, and tools for applying machine learning/Deep learning techniques to compilers and program op…☆86Updated last year
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆767Updated this week
- The Tensor Algebra SuperOptimizer for Deep Learning☆692Updated last year
- advanced compilers☆756Updated 2 months ago
- Awesome resources for GPUs☆492Updated last year
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆2,710Updated this week
- A Graph-based Program Representation for Data Flow Analysis and Compiler Optimizations☆304Updated 5 months ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆2,846Updated this week
- A collection of out-of-tree LLVM passes for teaching and learning☆2,980Updated last month
- Fast CUDA matrix multiplication from scratch☆479Updated 10 months ago
- Hands-On Practical MLIR Tutorial☆336Updated last year
- An unofficial cuda assembler, for all generations of SASS, hopefully ：）☆405Updated last year
- ☆399Updated this week
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆488Updated last month
- Dive into Deep Learning Compiler☆643Updated 2 years ago
- A new (MLIR based) high-level IR for clang.☆386Updated this week
- A model compilation solution for various hardware☆378Updated last week
- A listing of compiler, language and runtime teams for people looking for jobs in this area☆531Updated this week
- A Python Compiler Design Toolkit☆274Updated this week
- an educational compiler intermediate representation☆573Updated 3 weeks ago
- Automatic verification of LLVM optimizations☆795Updated last week
- ☆228Updated last year