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[Feature Request]: Implement a native Tensorflow model hander #25366

@riteshghorse

Description

@riteshghorse

What would you like to happen?

Currently we use the tensorflow model handler in tfx_bsl which has some constraints listed in #23584. Implement a new model handler with support for more types like numpy, tensors, etc.

  • Load an entire saved model
  • Load model with saved weights

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Priority: 2 (default / most feature requests should be filed as P2)

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