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fd02aad4 - fix: SD3 ControlNet validation so that it runs on a A100. (#11238)

fix: SD3 ControlNet validation so that it runs on a A100. (#11238) * fix: SD3 ControlNet validation so that it runs on a A100. * use backend-agnostic cache and pass devide.