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Genesis Cloud deep learning knowledge base

This repository contains a series of articles as well as supporting materials (source code, shell scripts, and data files) describing various aspects of deployment of deep learning applications on Genesis Cloud GPU-enabled infrastructure.

The following articles are currently available:

Article 1 Installation and basic use of CUDA, PyTorch, and torchvision

Article 2 Deployment techniques for PyTorch models using TorchScript

Article 3 Deployment techniques for PyTorch models using TensorRT

Article 4 Using Triton for production deployment of TensorRT models

The repository is work in progress.

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  • Python 45.1%
  • C++ 41.5%
  • Shell 13.4%