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DJL central model zoo management

Open frankfliu opened this issue 4 years ago • 0 comments
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Description

DJL central is a centralized location to find DJL pre-trained models. It keeps a registry of know ModelZoos and their metadata. It also has a web based UI allow user to browser pre-trained model and it's detail information.

[ ] Improve current model browser POC

  • Add model inference code snippet that allow user copy paste to their code
  • Add command line to serve this model in DJL serving, and allows user to copy

[ ] Design UI to allows user create their own model zoo metadata

[ ] Design UI to allow user create Translator arguments

[ ] Add model upload feature, allow user upload their own model to Model Zoo

  • Create pipeline to test and benchmark the model
  • Auto generate Translator based on model arguments

frankfliu avatar Feb 03 '21 22:02 frankfliu