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No there is no need to hybridize since it will return SymbolBlocks which are already hybridized.

What changes need to be made to existing script to convert and run inference mixed precision model ?

Adding the line, amp.convert_model or amp.convert_hybrid_block should be sufficient to convert and run inference on a mixed precision model.

References

  1. https://github.com/apache/incubator-mxnet/pull/14173
  2. https://github.com/apache/incubator-mxnet/pull/9552