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Focus on machine learning system and high-performance computing.


  • Languages: C/C++, Python
  • Frameworks: MXNet, TensorFlow, Horovod
  • Develop Tools: Git, Docker, VS Code, Vim, TMux
  • Libraries: OpenMP, OpenMPI, CUDA, NCCL

Shuo Ouyang's Projects

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

incubator-mxnet icon incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

mxnet-memonger icon mxnet-memonger

Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets

numpy-cn icon numpy-cn

The Chinese version of numpy's official document

paddle icon paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

ps-lite icon ps-lite

A lightweight parameter server interface

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorrt icon tensorrt

TensorRT is a C++ library for high performance inference on NVIDIA GPUs and deep learning accelerators.

tinyflow icon tinyflow

Tutorial code on how to build your own Deep Learning System in 2k Lines

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