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Only apply channels_last for 4d latent model
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@ -136,7 +136,7 @@ class BaseModel(torch.nn.Module):
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else:
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operations = model_config.custom_operations
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self.diffusion_model = unet_model(**unet_config, device=device, operations=operations)
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if comfy.model_management.force_channels_last():
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if self.latent_format.latent_dimensions == 2 and comfy.model_management.force_channels_last():
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self.diffusion_model.to(memory_format=torch.channels_last)
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logging.debug("using channels last mode for diffusion model")
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logging.info("model weight dtype {}, manual cast: {}".format(self.get_dtype(), self.manual_cast_dtype))
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