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Nano HPO: support transfer learning use case  #4866

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@shane-huang

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@shane-huang

Currently we use decorator to tune the LightningModule into an automodel and the instantiation is delayed until in each trial. We need to find a way to support initialization model weights for transfer learning use case.

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