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Redefine `Task` to support different AI jobs

Open skydoorkai opened this issue 5 years ago • 0 comments

The current task definition is based on data-parallel deep learning training and assumes that the training data is from a file or a database table represented by a string.

We need to design a more general task definition to support:

  1. Different kinds of AI jobs, such as XGboost.

  2. Custom-defined data read.

  3. No need to change the proto definition when adding new types of AI jobs in ElasticDL.

skydoorkai avatar Jul 20 '20 12:07 skydoorkai