zwang4 / awesome-machine-learning-in-compilersLinks
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
☆1,579Updated 2 months ago
Alternatives and similar repositories for awesome-machine-learning-in-compilers
Users that are interested in awesome-machine-learning-in-compilers are comparing it to the libraries listed below
Sorting:
- MLIR For Beginners tutorial☆1,029Updated 2 weeks ago
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆474Updated 6 months ago
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆709Updated this week
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,595Updated this week
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,617Updated 9 months ago
- Reinforcement learning environments for compiler and program optimization tasks☆960Updated 9 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
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆611Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆887Updated this week
- Awesome resources for GPUs☆577Updated 2 years ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,261Updated this week
- advanced compilers☆845Updated 3 weeks ago
- Backward compatible ML compute opset inspired by HLO/MHLO☆510Updated last week
- Hands-On Practical MLIR Tutorial☆535Updated last year
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆566Updated last month
- The Tensor Algebra SuperOptimizer for Deep Learning☆726Updated 2 years ago
- A collection of out-of-tree LLVM passes for teaching and learning☆3,243Updated 3 months ago
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆523Updated 2 years ago
- A Python compiler design toolkit.☆380Updated this week
- A curated list of awesome LLVM (including Clang, etc) related resources.☆645Updated 8 months ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆992Updated 10 months ago
- Dive into Deep Learning Compiler☆646Updated 3 years ago
- compiler learning resources collect.☆2,468Updated 4 months ago
- Fast CUDA matrix multiplication from scratch☆782Updated last year
- ☆422Updated 9 months ago
- Mirage: Automatically Generating Fast GPU Kernels without Programming in Triton/CUDA☆1,629Updated this week
- An open-source efficient deep learning framework/compiler, written in python.☆710Updated last week
- A model compilation solution for various hardware☆439Updated last week
- Shared Middle-Layer for Triton Compilation☆260Updated this week
- "Multi-Level Intermediate Representation" Compiler Infrastructure☆1,752Updated 4 years ago