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GNMT TensorFlow checkpoint (AMP)

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Description

GNMT TensorFlow checkpoint trained with AMP

Publisher

NVIDIA Deep Learning Examples

Use Case

Translation

Framework

TensorFlow

Latest Version

19.08.0_amp

Modified

September 22, 2022

Size

1.84 GB

Model Overview

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

Model Architecture

The following image shows the GNMT model architecture:

TrainingLoss

Training

This model was trained using script available on NGC and in GitHub repo.

Dataset

The following datasets were used to train this model:

Performance

Performance numbers for this model are available in NGC.

References

License

This model was trained using open-source software available in Deep Learning Examples repository. For terms of use, please refer to the license of the script and the datasets the model was derived from.