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  • NVIDIA Deep Learning Examples
    ResNet50 v1.5 for PaddlePaddle
    Resource
    NVIDIA Deep Learning Examples
    ResNet50 v1.5 for PaddlePaddle

    With modified architecture and initialization this ResNet50 version gives ~0.5% better accuracy than original.

  • The following section lists the requirements you need to meet to start training the ResNet50 model.

    Requirements

    This repository contains a Dockerfile that extends the CUDA 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, refer to the following sections from the NVIDIA GPU Cloud Documentation and the Deep Learning DGX Documentation: