Fix for the Transformer optimization warning with IPEX #3266
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Fix for the following warning: "UserWarning: Transformer opitmization is only support on XPU now."
Explicitly set the value of patch_model_to to the intended torch device obtained from get_torch_device. This fixes the Transformer warning. Currently, it takes the current device of the model, which is cpu as the model is loaded in to cpu by deault.
Fix for OOM at VAE decode after switching models
bvhari
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Fix for the following warning: "UserWarning: Transformer opitmization is only support on XPU now."