# Documentation - Class name: DiffControlNetLoader - Category: loaders - Output node: False - Repo Ref: https://github.com/comfyanonymous/ComfyUI DiffControlNetLoader节点旨在将控制网络加载到给定的模型框架中。它抽象了定位和集成控制网络的复杂性,确保模型通过控制机制无缝增强。 # Input types ## Required - model - 模型参数对于DiffControlNetLoader节点至关重要,因为它代表了控制网络将被集成的框架。它是控制网络与模型现有架构交互的基础元素。 - Comfy dtype: MODEL - Python dtype: torch.nn.Module - control_net_name - control_net_name参数指定要加载的控制网络的唯一标识符。它对节点的操作至关重要,因为它指导检索和应用正确的控制网络配置。 - Comfy dtype: folder_paths.get_filename_list('controlnet') - Python dtype: str # Output types - CONTROL_NET - 输出CONTROL_NET代表已加载的控制网络,准备与提供的模型集成。它封装了将应用于增强模型功能的控制机制。 - Comfy dtype: CONTROL_NET - Python dtype: comfy.controlnet.ControlNet # Usage tips - Infra type: CPU # Source code ``` class DiffControlNetLoader: @classmethod def INPUT_TYPES(s): return {'required': {'model': ('MODEL',), 'control_net_name': (folder_paths.get_filename_list('controlnet'),)}} RETURN_TYPES = ('CONTROL_NET',) FUNCTION = 'load_controlnet' CATEGORY = 'loaders' def load_controlnet(self, model, control_net_name): controlnet_path = folder_paths.get_full_path('controlnet', control_net_name) controlnet = comfy.controlnet.load_controlnet(controlnet_path, model) return (controlnet,) ```