llvm / torch-mlirLinks
The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.
☆1,595Updated this week
Alternatives and similar repositories for torch-mlir
Users that are interested in torch-mlir are comparing it to the libraries listed below
Sorting:
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆887Updated last week
- Backward compatible ML compute opset inspired by HLO/MHLO☆514Updated last week
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,261Updated this week
- ☆420Updated this week
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆886Updated 7 months ago
- An unofficial cuda assembler, for all generations of SASS, hopefully :)☆525Updated 2 years ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,415Updated this week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆991Updated 10 months ago
- Composable Kernel: Performance Portable Programming Model for Machine Learning Tensor Operators☆444Updated this week
- MLIR For Beginners tutorial☆1,029Updated 2 weeks ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆726Updated 2 years ago
- An open-source efficient deep learning framework/compiler, written in python.☆710Updated last week
- A model compilation solution for various hardware☆439Updated last week
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆612Updated last week
- CUDA Kernel Benchmarking Library☆692Updated this week
- A Python-level JIT compiler designed to make unmodified PyTorch programs faster.☆1,056Updated last year
- common in-memory tensor structure☆1,042Updated last month
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,383Updated this week
- cudnn_frontend provides a c++ wrapper for the cudnn backend API and samples on how to use it☆598Updated 2 weeks ago
- Fast CUDA matrix multiplication from scratch☆782Updated last year
- Reference implementations of MLPerf™ inference benchmarks☆1,426Updated this week
- Shared Middle-Layer for Triton Compilation☆260Updated this week
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆709Updated this week
- Stores documents and resources used by the OpenXLA developer community☆126Updated last year
- CUDA Core Compute Libraries☆1,810Updated this week
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆567Updated last month
- A performant and modular runtime for TensorFlow☆758Updated 3 months ago
- A Fusion Code Generator for NVIDIA GPUs (commonly known as "nvFuser")☆345Updated this week
- Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruct…☆450Updated 10 months ago
- Development repository for the Triton-Linalg conversion☆190Updated 5 months ago