tensorflow / mlirLinks
"Multi-Level Intermediate Representation" Compiler Infrastructure
☆1,752Updated 4 years ago
Alternatives and similar repositories for mlir
Users that are interested in mlir are comparing it to the libraries listed below
Sorting:
- nGraph has moved to OpenVINO☆1,347Updated 4 years ago
- Compiler for Neural Network hardware accelerators☆3,310Updated last year
- A performant and modular runtime for TensorFlow☆758Updated 3 months ago
- A domain specific language to express machine learning workloads.☆1,760Updated 2 years ago
- The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs☆1,311Updated 3 months ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,228Updated this week
- The Tensor Algebra SuperOptimizer for Deep Learning☆725Updated 2 years ago
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆886Updated this week
- Dive into Deep Learning Compiler☆646Updated 3 years ago
- Low-precision matrix multiplication☆1,810Updated last year
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,589Updated last week
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,543Updated 5 years ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,402Updated this week
- ☆1,658Updated 6 years ago
- ☆418Updated this week
- High-efficiency floating-point neural network inference operators for mobile, server, and Web☆2,068Updated this week
- oneAPI Deep Neural Network Library (oneDNN)☆3,841Updated this week
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆705Updated last month
- Open Neural Network Compiler☆526Updated last year
- Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"☆1,096Updated 4 years ago
- The Legion Parallel Programming System☆731Updated 3 weeks ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆990Updated 10 months ago
- Backward compatible ML compute opset inspired by HLO/MHLO☆504Updated last week
- Reference implementations of MLPerf™ training benchmarks☆1,692Updated last week
- Guide for building custom op for TensorFlow☆382Updated 2 years ago
- Benchmarking Deep Learning operations on different hardware☆1,094Updated 4 years ago
- Reinforcement learning environments for compiler and program optimization tasks☆956Updated 9 months ago
- TVM integration into PyTorch☆453Updated 5 years ago
- Assembler for NVIDIA Maxwell architecture☆1,014Updated 2 years ago
- common in-memory tensor structure☆1,034Updated last month