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When loading with the previous code, both pl_sd itself and the model read by state_dict from pl_sd are stored in vram, so the program consumes more graphics memory than it needs. Modify that part.

When loading with the previous code, both pl_sd itself and the model read by state_dict from pl_sd are stored in vram, so the program consumes more graphics memory than it needs. Modify that part.
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