tensorflow / mlir
"Multi-Level Intermediate Representation" Compiler Infrastructure
☆1,736Updated 3 years ago
Alternatives and similar repositories for mlir:
Users that are interested in mlir are comparing it to the libraries listed below
- nGraph has moved to OpenVINO☆1,351Updated 4 years ago
- Compiler for Neural Network hardware accelerators☆3,241Updated 6 months ago
- A domain specific language to express machine learning workloads.☆1,760Updated last year
- A performant and modular runtime for TensorFlow☆757Updated this week
- Low-precision matrix multiplication☆1,781Updated 10 months ago
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,531Updated 5 years ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,213Updated this week
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆2,866Updated this week
- oneAPI Deep Neural Network Library (oneDNN)☆3,642Updated this week
- The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs☆1,259Updated 7 months ago
- ☆1,655Updated 6 years ago
- Dive into Deep Learning Compiler☆643Updated 2 years ago
- The Tensor Algebra SuperOptimizer for Deep Learning☆693Updated last year
- Open Neural Network Compiler☆514Updated last year
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆775Updated this week
- High-efficiency floating-point neural network inference operators for mobile, server, and Web☆1,893Updated this week
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,367Updated this week
- ☆400Updated this week
- a language for fast, portable data-parallel computation☆5,919Updated this week
- Acceleration package for neural networks on multi-core CPUs☆1,677Updated 5 months ago
- Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.☆635Updated last week
- Reinforcement learning environments for compiler and program optimization tasks☆916Updated last month
- Assembler for NVIDIA Maxwell architecture☆955Updated last year
- A code generator for array-based code on CPUs and GPUs☆589Updated this week
- Collective communications library with various primitives for multi-machine training.☆1,229Updated this week
- Myia prototyping☆457Updated last year
- Backward compatible ML compute opset inspired by HLO/MHLO☆415Updated this week
- Reference implementations of MLPerf™ training benchmarks☆1,621Updated last month
- Benchmarking Deep Learning operations on different hardware☆1,075Updated 3 years ago
- common in-memory tensor structure☆911Updated 2 months ago