llvm / torch-mlir
The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.
☆1,466Updated last week
Alternatives and similar repositories for torch-mlir:
Users that are interested in torch-mlir are comparing it to the libraries listed below
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆830Updated this week
- ☆408Updated this week
- Backward compatible ML compute opset inspired by HLO/MHLO☆457Updated this week
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,049Updated this week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆979Updated 6 months ago
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆850Updated 2 months ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,277Updated this week
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,037Updated this week
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆571Updated last week
- MLIR For Beginners tutorial☆924Updated last month
- A model compilation solution for various hardware☆414Updated 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
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,037Updated 11 months ago
- Shared Middle-Layer for Triton Compilation☆232Updated last week
- common in-memory tensor structure☆963Updated last week
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆462Updated last year
- Reference implementations of MLPerf™ inference benchmarks☆1,331Updated last week
- Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators☆365Updated this week
- CUDA Kernel Benchmarking Library☆593Updated last week
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆524Updated 5 months ago
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆670Updated this week
- A performant and modular runtime for TensorFlow☆759Updated last month
- Stores documents and resources used by the OpenXLA developer community☆117Updated 7 months ago
- A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")☆314Updated this week
- cudnn_frontend provides a c++ wrapper for the cudnn backend API and samples on how to use it☆526Updated this week
- ☆524Updated last week
- Dive into Deep Learning Compiler☆647Updated 2 years ago
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆367Updated 6 months ago
- CUDA Core Compute Libraries☆1,539Updated this week