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NVIDIA Deep Learning Examples
GNMT v2 for PyTorch
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NVIDIA Deep Learning Examples
NVIDIA Deep Learning Examples
GNMT v2 for PyTorch

The GNMT v2 model is an improved version of the first Google's Neural Machine Translation System with a modified attention mechanism.

The following section lists the requirements in order to start training the GNMT v2 model.

Requirements

This repository contains Dockerfile which extends the PyTorch NGC container and encapsulates some dependencies. Aside from these dependencies, ensure you have the following components:

For more information about how to get started with NGC containers, see the following sections from the NVIDIA GPU Cloud Documentation and the Deep Learning DGX Documentation:

For those unable to use the Pytorch NGC container, to set up the required environment or create your own container, see the versioned NVIDIA Container Support Matrix.