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Unified Data Processing for deepmd/npy #5232

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Description

@njzjz-bot

Unify data processing for deepmd/npy format across frameworks.

Goals:

  • Attempt to standardize on the TensorFlow data processing logic.
  • Ensure consistent behavior regardless of the backend.

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