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Upgrade to PyTorch 1.0 #117

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@meetps

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@meetps
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Planned updates

  • Upgrade to pytorch-1.0
  • Allow support for models to have custom loss functions.
  • Pretrained models on S3 for common models-dataset pairs
  • Compatibility matrix for dataset with models
  • RefineNet and E-Net implementations
  • MS-COCO, Mapillary Vistas and BDD-100k datasets
  • Interface to combine datasets with a user-given mapping dictionary
  • Improved metric logging

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