ComfyUI/comfy_extras/nodes_torch_compile.py

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import torch
class TorchCompileModel:
@classmethod
def INPUT_TYPES(s):
return {"required": { "model": ("MODEL",),
"backend": (["inductor", "cudagraphs"],),
}}
RETURN_TYPES = ("MODEL",)
FUNCTION = "patch"
CATEGORY = "_for_testing"
EXPERIMENTAL = True
def patch(self, model, backend):
m = model.clone()
m.add_object_patch("diffusion_model", torch.compile(model=m.get_model_object("diffusion_model"), backend=backend))
return (m, )
NODE_CLASS_MAPPINGS = {
"TorchCompileModel": TorchCompileModel,
}