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GNMT TensorFlow checkpoint (AMP)

Logo for GNMT TensorFlow checkpoint (AMP)
Description
GNMT TensorFlow checkpoint trained with AMP
Publisher
NVIDIA Deep Learning Examples
Latest Version
19.08.0_amp
Modified
April 4, 2023
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.