iree-org / ireeLinks
A retargetable MLIR-based machine learning compiler and runtime toolkit.
☆3,569Updated last week
Alternatives and similar repositories for iree
Users that are interested in iree are comparing it to the libraries listed below
Sorting:
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,735Updated last week
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,923Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆970Updated this week
- High-efficiency floating-point neural network inference operators for mobile, server, and Web☆2,237Updated last week
- Backward compatible ML compute opset inspired by HLO/MHLO☆598Updated 2 weeks ago
- A list of awesome compiler projects and papers for tensor computation and deep learning.☆2,720Updated last year
- MLIR For Beginners tutorial☆1,205Updated 6 months ago
- Compiler for Neural Network hardware accelerators☆3,328Updated last year
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,649Updated last week
- "Multi-Level Intermediate Representation" Compiler Infrastructure☆1,763Updated 4 years ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,520Updated this week
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆752Updated 2 weeks ago
- CUDA Templates and Python DSLs for High-Performance Linear Algebra☆9,185Updated this week
- A performant and modular runtime for TensorFlow☆754Updated 4 months ago
- Tile primitives for speedy kernels☆3,108Updated this week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,006Updated last year
- CUDA Core Compute Libraries☆2,140Updated last week
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆915Updated last year
- Reinforcement learning environments for compiler and program optimization tasks☆990Updated last week
- Circuit IR Compilers and Tools☆2,009Updated last week
- oneAPI Deep Neural Network Library (oneDNN)☆3,957Updated last week
- Open Machine Learning Compiler Framework☆13,066Updated this week
- TT-NN operator library, and TT-Metalium low level kernel programming model.☆1,319Updated this week
- The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs☆1,345Updated 9 months ago
- ☆423Updated 3 weeks ago
- ☆1,983Updated 2 years ago
- Reference implementations of MLPerf® inference benchmarks☆1,518Updated last week
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆687Updated last week
- SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on PyTorch, TensorFlow, …☆2,574Updated last week
- C/C++ frontend for MLIR. Also features polyhedral optimizations, parallel optimizations, and more!☆601Updated 7 months ago