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NVIDIA
SSD v1.1 for PyTorch
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NVIDIA
NVIDIA
SSD v1.1 for PyTorch

With a ResNet-50 backbone and a number of architectural modifications, this version provides better accuracy and performance.

Changelog

June 2020

  • upgrade the PyTorch container to 20.06
  • update performance tables to include A100 results
  • update examples with A100 configs

August 2019

  • upgrade the PyTorch container to 19.08
  • update Results section in the README
  • code updated to use DALI 0.12.0
  • checkpoint loading fix
  • fixed links in the README

July 2019

  • script and notebook for inference
  • use AMP instead of hand-crafted FP16 support
  • README update
  • introduced a parameter with a path to the custom backbone checkpoint
  • minor enchantments of example/* scripts
  • alignment to changes in PyTorch 19.06

March 2019

  • Initial release