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

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

  • Changelog

    1. Dec, 2018
    1. June, 2019
    • Code refactor
    • Label smoothing
    • Cosine LR schedule
    • MixUp regularization
    • Better configurations
    1. February, 2021
    • DGX-A100 performance results
    • Container version upgraded to 20.12
    1. December, 2022
    • Container version upgraded to 22.10
    • Updated the A100 performance results. V100 and T4 performance results reflect the performance using the 20.12 container

    Known Issues

    There are no known issues with this model.

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