tensorflow / mlir
"Multi-Level Intermediate Representation" Compiler Infrastructure
☆1,737Updated 3 years ago
Alternatives and similar repositories for mlir:
Users that are interested in mlir are comparing it to the libraries listed below
- Compiler for Neural Network hardware accelerators☆3,273Updated 9 months ago
- A domain specific language to express machine learning workloads.☆1,758Updated last year
- nGraph has moved to OpenVINO☆1,349Updated 4 years ago
- A performant and modular runtime for TensorFlow☆759Updated last week
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆2,992Updated this week
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,535Updated 5 years ago
- High-efficiency floating-point neural network inference operators for mobile, server, and Web☆1,951Updated this week
- ☆1,656Updated 6 years ago
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,423Updated this week
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,260Updated this week
- oneAPI Deep Neural Network Library (oneDNN)☆3,726Updated this week
- Low-precision matrix multiplication☆1,790Updated last year
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆656Updated this week
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆812Updated this week
- ☆406Updated this week
- The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs☆1,277Updated 10 months ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆696Updated 2 years ago
- common in-memory tensor structure☆940Updated last week
- Open Neural Network Compiler☆518Updated last year
- a language for fast, portable data-parallel computation☆5,970Updated this week
- Reference implementations of MLPerf™ training benchmarks☆1,646Updated last week
- Dive into Deep Learning Compiler☆647Updated 2 years ago
- Collective communications library with various primitives for multi-machine training.☆1,263Updated last week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆974Updated 5 months ago
- Backward compatible ML compute opset inspired by HLO/MHLO☆446Updated this week
- Assembler for NVIDIA Maxwell architecture☆966Updated 2 years ago
- Codebase for "SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems"☆1,093Updated 3 years ago
- Enabling PyTorch on XLA Devices (e.g. Google TPU)☆2,529Updated this week
- Open deep learning compiler stack for cpu, gpu and specialized accelerators☆12,024Updated this week
- The Legion Parallel Programming System☆707Updated last month