ComfyUI深度技术解析：启动日志里的“黑话”你读懂了吗？

Date: January 15, 2026

Author: AITechLab

Tags: AI 绘画，ComfyUI, 深度学习，系统优化

Python version: 3.12.11
ComfyUI version: 0.9.1
ComfyUI frontend version: 1.36.14

启动日志完整截图：

（启动日志附在文章最后）

完整启动日志：

（附在文章最后）

启动日志分析开始：

零、 磨刀不误砍柴工：终端增强与编译环境预热

在启动 ComfyUI 的 Python 虚拟环境之前，日志首先展示了系统层面的 "肌肉记忆"。这不是一个普通的 CMD 窗口，而是一个经过全副武装的开发者终端。

1. 终端交互的灵魂注入：Clink

Clink v1.9.9.3fd236
Copyright (c) 2012-2018 Martin Ridgers
Portions Copyright (c) 2020-2026 Christopher Antos
https://github.com/chrisant996/clink

  • 深度解读： 日志显示首先加载了 Clink (v1.9.9)。 原生 Windows CMD 的交互体验一直被开发者诟病，而 Clink 的注入让 CMD 拥有了类似 Linux Bash 和 ComfyCLI 的强大编辑能力（如 Ctrl+R 历史搜索、增强的 Tab 补全、行编辑快捷键）。这说明我们在进行本地部署和调试时，极其注重命令行操作的效率与手感。

[🔗 关联博文：我的终端增强方案 ——Clink 与 在CMD 中实现 ComfyCLI 命令补全配置详解]

让 ComfyUI 官方 CLI 在 Windows CMD 里也能 Tab 补全 —— 实测与避坑记录

【表格速查】ComfyCLI 官方命令一行搞定版

2. 本地编译能力的保障：VS2022 Dev Prompt

**********************************************************************
** Visual Studio 2022 Developer Command Prompt v17.12.15
** Copyright (c) 2022 Microsoft Corporation
**********************************************************************
[vcvarsall.bat] Environment initialized for: 'x64'

  • 深度解读： 这是许多 ComfyUI 新手最容易忽略，但对于源代码部署至关重要的一步 ——预加载 MSVC 编译环境。

  • 为什么需要它？：虽然 ComfyUI 是 Python 写的，但许多高性能扩展（如 xformers、dlib、insightface 以及部分自定义 CUDA 算子）在安装或首次编译运行时，需要调用 C++ 编译器进行 \\ 即时编译（JIT）\\ 或构建 Wheel 包。

  • 配置细节：日志显示调用了 vcvarsall.bat 并初始化为 x64 架构。这意味着我们已经为 Python 虚拟环境铺好了底层的 C/C++ 编译路基，彻底避免了常见的 "Microsoft Visual C++ 14.0 or greater is required" 报错。

  • 版本优势：使用的是 VS 2022 (v17.12)。相比旧版，VS 2022 对新版 CUDA (12.x) 和现代 C++ 标准的支持更加完善，能有效减少新插件编译失败的概率。

[🔗 关联博文：为 Python 炼丹环境配置 Visual Studio C++ 编译器的避坑指南]

在 PyCharm 中配置 x64 Native Tools Command Prompt for VS 2022 作为默认终端

博主旁白： 这一段日志虽然短，但它区分了 "仅仅是在运行软件" 和 "搭建开发环境"。通过 Clink 提升操作效率，通过预加载 VS 环境解决底层依赖，这是构建稳定本地工作流的第一块基石。

前言：从 “玩软件” 到 “运营算力” 的技术分水岭

当大多数人还在点击一键启动脚本时，真正的技术玩家已经开始通过启动日志来理解和优化自己的 AI 绘画环境。本文将以源代码本地部署的 ComfyUI 0.9.1 版本的完整启动日志为线索，深入剖析一个高性能 AI 绘画工作站的技术细节。

我们将从最底层的编译环境开始，逐层向上解析显存管理的黑科技、插件生态的平衡艺术，最终揭示如何将一个简单的绘图工具打造成一个多模态 AI Agent 系统。这不仅是一篇技术教程，更是一次完整的系统架构师思维的展现。

一、 启动指令：不仅是运行，更是对资源的掌控

在环境预热完毕后，我们通过一行简洁的 Python 指令唤醒 ComfyUI。

(Win_ComfyUI) H:\PythonProjects1\Win_ComfyUI>python main.py --enable-manager --port 8888

🔍 技术亮点解读：

  • (Win_ComfyUI)： 激活虚拟环境后前缀显示 “(Win_ComfyUI)” 而不是 “(.venv)”，表明当前 ComfyUI 正部署在 Peotry 虚拟环境中。

  • 拒绝 “默认值依赖” ( --port 8888 )： ComfyUI 的默认端口是 8188。为什么我要指定为 8888？ 这体现了多实例并行的开发习惯。在实际生产中，我经常需要同时运行一个稳定版（跑图）和一个开发版（调试代码）。手动指定端口（Port Override）是为了避免端口冲突，确保多个 AI 服务能在同一台 3090 上和谐共存，互不干扰。 这也暗示了：我们不只是在玩软件，而是在运营一个本地算力服务。

  • 显式的功能启用 ( --enable-manager )： 虽然 Manager 通常随节点加载，但在启动参数中显式声明，确保了插件管理功能的最高优先级加载，为后续自动处理依赖提供了保障。

  • 纯粹的 Python 调用： 直接使用 python main.py 而非依赖封装好的 .exe 或一键包脚本，意味着我们对底层的 .venv 虚拟环境有绝对的信心和掌控力。

[🔗 关联博文：ComfyUI 启动时端口被占用（PermissionError [winerror 10013]）解决方案]

【笔记】ComfyUI 启动时端口被占用（PermissionError [winerror 10013]）解决方案

二、 破除孤岛：跨应用的资源共用机制

紧接着启动指令，日志开始加载资源路径。这里暴露了我们环境配置的一个重要细节 ——打破了 ComfyUI 与 Stable Diffusion WebUI (A1111) 之间的 “资源孤岛”。

(Win_ComfyUI) H:\PythonProjects1\Win_ComfyUI>python main.py --enable-manager --port 8888
Adding extra search path checkpoints G:\PythonProjects2\stable-diffusion-webui\models\Stable-diffusion
Adding extra search path controlnet G:\PythonProjects2\stable-diffusion-webui\models\controlnet
Adding extra search path loras G:\PythonProjects2\stable-diffusion-webui\models\Lora
Adding extra search path embeddings G:\PythonProjects2\stable-diffusion-webui\models\embeddings
Adding extra search path hypernetworks G:\PythonProjects2\stable-diffusion-webui\models\hypernetworks
Adding extra search path vae G:\PythonProjects2\stable-diffusion-webui\models\VAE
Adding extra search path clip G:\PythonProjects2\stable-diffusion-webui\models\Clip
Adding extra search path clip_vision G:\PythonProjects2\stable-diffusion-webui\models\clip_vision
Adding extra search path upscale_models G:\PythonProjects2\stable-diffusion-webui\models\GFPGAN
Adding extra search path vae_approx G:\PythonProjects2\stable-diffusion-webui\models\VAE-approx

🔍 技术亮点解读：

  • 跨盘符的握手 ( G: \\ 🔗 \\ H: )： 日志清晰地显示，虽然 ComfyUI 运行在 H 盘，但它熟练地挂载了位于 G 盘的 stable-diffusion-webui 模型库。

  • 原理：这是通过配置 extra_model_paths.yaml 实现的。ComfyUI 在启动时读取该配置，将外部路径 “软连接” 到自己的搜索范围。

  • 价值：对于动辄 4GB+ 的 Checkpoint 和大量的 LoRA 文件，这种机制避免了文件的重复复制，为 SSD 节省了数百 GB 的宝贵空间。下载一次，处处可用。

  • 全品类覆盖： 不仅是大模型（Checkpoints），日志显示我们连 ControlNet、Embeddings、VAE 甚至 GFPGAN（放大模型）都实现了完全共享。这意味着我们在 A1111 里习惯使用的工具流，可以无缝迁移到 ComfyUI 的节点流中，无需重新配置环境。

  • 混合存储策略：

Adding extra search path custom_nodes H:\PythonProjects1\Win_ComfyUI\custom_nodes
Adding extra search path download_model_base H:\PythonProjects1\Win_ComfyUI\models
Adding extra search path luts H:\PythonProjects1\Win_ComfyUI\luts
Adding extra search path tensorrt H:\PythonProjects1\Win_ComfyUI\tensorrt
Adding extra search path audios H:\PythonProjects1\Win_ComfyUI\audios

与此同时，ComfyUI 特有的资源（如 custom_nodes 插件、tensorrt 加速引擎）依然保留在本地 H 盘。这种 \\“通用资源共享，特有资源隔离”\\ 的策略，既保证了存储效率，又维护了项目结构的清晰。

[🔗 关联博文：Windows 下 Stable Diffusion WebUI 与 ComfyUI 模型库“完美共存”指南 ]

【实践指南】Windows 下 Stable Diffusion WebUI 与 ComfyUI 模型库“完美共存”指南

[🔗 关联博文：ComfyUI for Windwos与 Stable Diffusion WebUI 模型共享修复]

ComfyUI for Windwos与 Stable Diffusion WebUI 模型共享修复

三、 启动前的 “安检” 与自测：安全是第一生产力

在 Python 指令发出后的瞬间，系统并没有急着去加载那几百个插件，而是先进行了一次冷静的 “自我扫描”。

[START] Security scan
[DONE] Security scan
** ComfyUI startup time: 2026-01-15 16:43:50.919
** Platform: Windows
** Python version: 3.12.11 | packaged by Anaconda, Inc. | (main, Jun  5 2025, 12:58:53) [MSC v.1929 64 bit (AMD64)]

🔍 技术亮点解读：

  • 守护进程的 “安检” ( Security scan )： 日志第一行 [START] Security scan 并非 ComfyUI 原生输出，而是 ComfyUI-Manager 的高危检测机制。 在开源社区插件良莠不齐的今天，许多自定义节点可能包含恶意代码（如窃取 Token 或挖矿）。这个 “安检” 步骤表明，我们的环境配置了最高优先级的安全策略，在加载任何第三方代码前，先确保 “大门” 是干净的。

  • EPGF 架构定制化 Python： 注意这里的细节：packaged by Anaconda, Inc.。 我们使用的不是官网下载的标准 Python，而是 Anaconda 编译的 EPGF架构 版本（构建于 2025 年 6 月）。这意味着底层的数学计算库（如 NumPy, MKL）已经经过了指令集优化，对于 AI 这种重计算应用，这往往能带来 10%-20% 的隐形性能提升。

[🔗 关联博文：多版本 Python 架构—— Windows 环境治理解决方案 ]

【EPGF 白皮书】路径治理驱动的多版本 Python 架构—— Windows 环境治理与 AI 教学开发体系

四、 幕后英雄：预启动脚本 (Prestartup)

在图形界面出现之前，有一批 “特种部队” 已经提前完成了部署。

[PRE] ComfyUI-Manager
[SAM3DBody] Running prestartup script...
[SAM3DBody] Skipped 3 existing asset file(s)
[SAM3DBody] Prestartup script completed

Prestartup times for custom nodes:
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\rgthree-comfy
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Easy-Use
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-SAM3DBody

🔍 技术亮点解读：

  • 智能的资源校验 ( SAM3DBody )： SAM3DBody 插件在启动前自动检查了依赖资源。日志显示 Skipped 3 existing asset file(s)，说明它具备增量更新的能力 —— 只下载缺失文件，不重复下载现有文件。这种 “不打扰用户” 的静默处理，是高质量插件的特征，也体现了我们环境配置的完整性。

  • 毫秒级的响应速度： rgthree 和 Easy-Use 等核心辅助插件的预启动耗时均为 0.0 seconds。 这不仅说明插件代码本身极其高效，更侧面印证了我们在 SSD 上部署 .venv 环境的优势 ——I/O 延迟被压到了极致，没有任何拖泥带水。

五、 引擎轰鸣：显存管理与算力调度的艺术

随着安全检查结束，ComfyUI 开始接管硬件资源。这段日志看似枯燥的参数列表，实则是整个系统性能优化的核心。

Checkpoint files will always be loaded safely.
Total VRAM 24576 MB, total RAM 130328 MB
pytorch version: 2.7.1+cu126
xformers version: 0.0.31.post1
Set vram state to: NORMAL_VRAM

🔍 技术亮点解读：

  • 安全加载机制：第一句 loaded safely 意味着系统强制启用了 pickle 安全检查，防止恶意模型在加载时执行代码。在本地部署中，安全永远优于便利。

  • 硬件底气：日志实诚地记录了 24GB 显存 (RTX 3090) 和 128GB 内存。正因为有如此充裕的内存，系统自动将显存状态设为 NORMAL_VRAM，没有启用低显存模式（Low VRAM），保证了模型全速运行。

  • 激进的软件栈：这里再次确认了我们使用的是 PyTorch 2.7.1 配合 xFormers 0.0.31。这是目前的 “前沿阵地”，虽然激进，但能让我们第一时间体验到 PyTorch 团队对 Flux 等新架构的优化。

5.1 显存碎片化的克星：cudaMallocAsync

Device: cuda:0 NVIDIA GeForce RTX 3090 : cudaMallocAsync

这一行是许多从整合包转过来的用户容易错过的神级优化。

  • 普通模式：通常显示为 cudaMalloc。

  • 我们的模式：cudaMallocAsync（异步显存分配）。

  • 深度解析：在长时间运行复杂工作流时，显存容易产生碎片（明明有空闲显存却无法分配大块内存）。cudaMallocAsync 是 PyTorch 引入的新特性，它利用 CUDA 的流式有序内存分配器，极大地减少了显存碎片化。这意味着在同样 24GB 的显存下，我们能跑更大的 Batch Size，或者在长时间炼丹后无需重启服务。

5.2 吞吐量的秘密：异步卸载与页锁定内存

Using async weight offloading with 2 streams Enabled pinned memory 58647.0

这两行日志解释了为什么我们的 ComfyUI 在加载大模型时 “丝般顺滑”。

  • 异步权重卸载 (Async Weight Offloading)：系统开启了 2 个 CUDA 流，在计算当前帧的同时，在后台悄悄地将下一层网络的权重从内存搬运到显存。这是一种 “边跑边充能” 的策略，最大化利用了 PCIe 带宽。

  • 页锁定内存 (Pinned Memory)：系统划拨了约 58GB 的内存作为 “页锁定区”。这部分内存不会被操作系统交换到硬盘上（Swap），因此 CPU 向 GPU 传输数据时可以直接通过 DMA（直接内存访问）通道，速度远超普通内存传输。

六、 坦诚面对 “版本代差” 与后端抉择

日志继续向下，展示了我们在追求新技术时必须面对的取舍。

Enabled pinned memory 58647.0
WARNING: You need pytorch with cu130 or higher to use optimized CUDA operations.
Found comfy_kitchen backend eager: {'available': True, 'disabled': False, 'unavailable_reason': None, 'capabilities': ['apply_rope', 'apply_rope1', 'dequantize_nvfp4', 'dequantize_per_tensor_fp8', 'quantize_nvfp4', 'quantize_per_tensor_fp8', 'scaled_mm_nvfp4']}
Found comfy_kitchen backend triton: {'available': True, 'disabled': False, 'unavailable_reason': None, 'capabilities': ['apply_rope', 'apply_rope1', 'dequantize_nvfp4', 'dequantize_per_tensor_fp8', 'quantize_nvfp4', 'quantize_per_tensor_fp8']}
Found comfy_kitchen backend cuda: {'available': True, 'disabled': False, 'unavailable_reason': None, 'capabilities': ['apply_rope', 'apply_rope1', 'dequantize_nvfp4', 'dequantize_per_tensor_fp8', 'quantize_nvfp4', 'quantize_per_tensor_fp8', 'scaled_mm_nvfp4']}
Using xformers attention

🔍 技术亮点解读：

  • 一个诚实的警告： WARNING: You need pytorch with cu130... 这是我们在使用 PyTorch Nightly 版时遇到的典型提示。PyTorch 2.7 的部分新算子开始针对 CUDA 13.0 进行优化，而我们目前使用的是 CUDA 12.6。

  • 博主注：这并不意味着报错，而是意味着 “降级运行”。系统会自动回退到 CUDA 12 的兼容模式。这是一个可接受的折中方案。

  • Comfy Kitchen 的完全体： ComfyUI 0.9.1 的后端调度器（Kitchen）在这里火力全开。日志显示 Eager、CUDA 和 Triton 三种后端全部 available: True。

  • 特别值得一提的是 Triton。在 Windows 上配置 Triton 环境通常非常困难，看到它就绪，说明我们的 Python 环境编译配置非常完善。这将显著提升 Attention 层的计算效率。

  • 最终选择： Using xformers attention 在众多加速方案中，系统最终选择了 xFormers 作为注意力机制的实现。这是目前在 30 系显卡上，稳定性和速度平衡得最好的方案。

[🔗 关联博文：comfy-kitchen 强行开启 Eager、CUDA 和 Triton 三种后端]

突破 ComfyUI 环境枷锁：RTX 3090 强行开启 comfy-kitchen 官方全后端加速库实战

七、 插件丛林：在冲突与妥协中寻找平衡

随着核心引擎启动，ComfyUI 开始加载 custom_nodes 目录下的 251 个插件。这不仅是对磁盘 I/O 的考验，更是对 Python 环境兼容性的极限施压。

7.1 CPU 调度的细节：NumExpr 的自我克制

Note: NumExpr detected 24 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 16.
NumExpr defaulting to 16 threads.

🔍 技术亮点解读：

  • 被捕捉到的细节： 这是很多科学计算库（如 NumPy 的加速后端 NumExpr）的典型行为。虽然我们的 CPU 有 24 个核心，但库为了防止过度占用导致系统卡顿，默认将线程数限制在 16 个。

  • 决策分析： 普通用户可能直接忽略这个提示。但作为开发者，这里是一个潜在的优化点。如果我们需要极致的图像预处理速度（例如批量处理 8K 图片），可以在启动脚本中添加 set NUMEXPR_MAX_THREADS=24 来解除封印。但目前，为了保证系统的响应性，保持默认的 16 线程是一个稳健的选择。

set NUMEXPR_MAX_THREADS=24

[🔗 关联博文：NumExpr 警告分析与解决方案]

【深度分析】ComfyUI 启动时 NumExpr 警告的真正来源与解决方案

7.2 工程上的取舍：AnimateDiff 与 xFormers 的 “恩怨”

[AnimateDiff] - WARNING - xformers is enabled but it has a bug that can cause issue while using with AnimateDiff.

🔍 技术亮点解读：

  • 知其不可而为之： 日志显示 AnimateDiff 插件发出了警告：检测到 xformers 已启用，可能存在 Bug。

  • 为什么我们忽略它？：这是一个经典的 \\“工程权衡”\\（Engineering Trade-off）。xFormers 能为整个 ComfyUI 提供全局的显存优化和速度提升（尤其是对于 SDXL 和 Flux 模型）。而 AnimateDiff 的这个 Bug 仅在特定条件下触发。

  • 结论：为了全局 99% 场景的性能，我们选择承受那 1% 的潜在风险。这就是 “老司机” 的配置策略：不追求 0 警告，只追求收益最大化。

7.3 效率的极致：Impact Pack 的缓存机制

[Impact Pack] Wildcard total size (0.00 MB) is within cache limit (50.00 MB). Using full cache mode.

🔍 技术亮点解读：

  • 全缓存模式 (Full Cache Mode)： Impact Pack 是目前最强大的辅助插件之一。日志显示，因为它检测到我们的通配符（Wildcard）文件体积很小（远小于 50MB 阈值），所以自动开启了全缓存模式。 这意味着在后续生成图片时，所有的 Prompt 文本替换操作都将在内存中以微秒级完成，完全不涉及硬盘读取。这种对细节的自动化优化，正是我们选择优质插件的标准。

八、 破界：底层内存管理的 “手术” (Monkey Patching)

在日志的深处，藏着几行看似不起眼，实则对 ComfyUI 核心进行了 “外科手术” 的操作。

[MultiGPU Core Patching] Patching mm.soft_empty_cache for Comprehensive Memory Management (VRAM + CPU + Store Pruning)
[MultiGPU Core Patching] Patching mm.get_torch_device, mm.text_encoder_device, mm.unet_offload_device
[MultiGPU DEBUG] Initial current_device: cuda:0
[MultiGPU DEBUG] Initial current_text_encoder_device: cuda:0
[MultiGPU DEBUG] Initial current_unet_offload_device: cpu
[MultiGPU] Initiating custom_node Registration. . .

🔍 技术亮点解读：

  • 核心篡改（Core Patching）： 普通玩家只加载节点，而高阶玩家会修改核心。日志显示 ComfyUI-MultiGPU 插件正在对 ComfyUI 的内存管理模块 (mm) 进行 Monkey Patching（运行时动态替换）。

  • 技术含义：它接管了原生的 soft_empty_cache（显存垃圾回收）和 get_torch_device（设备调度）。这意味着我们不仅是在使用 ComfyUI，更是在重构它的显存调度逻辑。

  • 面向未来的架构： 虽然我们目前使用的是单卡 3090 (cuda:0)，但这种配置已经为多卡并行或显存 - 内存 - 硬盘的三级卸载（Offloading）做好了底层铺垫。这是典型的 “大厂架构思维”—— 在单机上模拟集群环境。

九、 跨界：从绘图工具进阶为多模态 Agent

ComfyUI 在很多人的认知里只是 “画图的”，但我们的日志暴露了 ComfyUI 生态更大的野心 ——LLM（大语言模型）与 Agent（智能体）的集成。

[LLM Prompt] GLM module loaded successfully
[LLM Prompt] Comfly module loaded successfully
[LLM Agent Assistant] 检测到safetensors版本: 0.6.2
[LLM Prompt] JoyCaption module loaded successfully
[LLM Prompt] Gemini module loaded successfully
✅ nano-banana官方调用方式已集成到gemini_banana模块
✅ 成功导入独立翻译模块
[LLM Prompt] Gemini Banana module loaded successfully
🎨 已为镜像节点设置橙色主题
[LLM Prompt] Gemini Banana Mirror module loaded successfully
[LLM Prompt] OpenRouter Banana module loaded successfully
[LLM Prompt] Comfly Nano Banana module loaded successfully
[LLM Agent Assistant] Plugin loading completed!
[LLM Agent Assistant] Registered 18 nodes
[LLM Agent Assistant] Node list: ['GLM_Prompt_Expand_From_Image', 'Comfly_Prompt_Expand_From_Image', 'JoyCaption-BetaOne-Run', 'KenChenLLMPromptGeminiText', 'KenChenLLMPromptGeminiMultimodal', 'KenChenLLMPromptGeminiImageGeneration', 'KenChenLLMPromptGeminiImageAnalysis', 'KenChenLLMGeminiBananaTextToImageBananaNode', 'KenChenLLMGeminiBananaImageToImageBananaNode', 'KenChenLLMGeminiBananaMultimodalBananaNode', 'GeminiBananaMultiImageEdit', 'GeminiBananaTextTranslation', 'KenChenLLMGeminiBananaMirrorImageGenNode', 'KenChenLLMGeminiBananaMirrorImageEditNode', 'GeminiBananaMirrorMultiImageEdit', 'OpenRouterNode', 'NanoBananaGeminiImageNode', 'BatchImages']

🔍 技术亮点解读：

  • 多模态闭环： 日志显示我们加载了 JoyCaption（图像反推文本）、Gemini（谷歌多模态大模型）以及 OpenRouter（聚合 API）。

  • 实战场景：这说明我们的环境具备了 \\“看图说话”和“理解语义”\\ 的能力。不仅仅是输入提示词生成图片，而是构建了一个 "LLM 构思 -> SDXL 绘图 -> Vision 模型审美打分 -> LLM 修正" 的自动化 AI Agent 工作流。

  • Nano Banana 的生态位： 反复出现的 Nano Banana 系列节点，表明我们已经打通了本地算力与云端 API（Vertex AI/Google Cloud）的混合调用通道。

十、 审视：正视 “技术债” (Technical Debt)

最后，一个成熟的开发者从不掩饰系统中的警告，而是将其视为改进的方向。日志尾部的这一连串 “红字”，恰恰体现了我们对前沿技术的敏锐度。

[DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui.js. H:\...\custom_nodes\comfyui-mixlab-nodes\webApp\lib\photoswipe-lightbox.esm.min.js

🔍 技术亮点解读：

  • API 代差的阵痛： ComfyUI 0.9.1 重构了前端通信协议，而 Mixlab 等老牌插件仍依赖旧版 ui.js。

  • 架构师的判断： 这些 DEPRECATION WARNING 虽然看着吓人，但作为架构师，我们知道它们目前仅仅是 “调用过时接口” 的通知，并不影响 Python 后端的张量计算。

  • 策略：我们在享受 Mixlab 强大功能（如 ScreenShare、3D 预览）的同时，明确接受了这一层技术债。这是一种 \\“在高速飞行中更换引擎”\\ 的平衡艺术。

[🔗 关联博文：ComfyUI Hunyuan-3D-2 插件安装问题与控制台输出报错的解决方案]

ComfyUI Hunyuan-3D-2 插件安装问题解决方案

十一、 终局：毫秒级的就绪与技术自信

经过漫长的插件加载和依赖检查，日志终于迎来了最后的冲刺。

Assets scan(roots=['models']) completed in 0.053s (created=0, skipped_existing=468, total_seen=469)
Starting server

🔍 技术亮点解读：

  • Snapshot 快照机制： 请注意这个数字：0.075s。 系统在 75 毫秒内完成了对 469 个模型文件的扫描。这得益于 ComfyUI 的 Snapshot 机制 —— 它没有傻乎乎地去遍历几 TB 的硬盘，而是对比了文件的修改时间戳。这解释了为什么我们的 “重型” 环境依然能拥有秒级的热启动速度。

  • 端口锁定： To see the GUI go to: http://127.0.0.1:8888 端口号最终确认为 8888，与我们最初的启动指令遥相呼应，标志着本次启动流程的完美闭环。

结语：控制台里的技术哲学

回顾这份长达几百行的启动日志，我们看到的不仅是程序的执行过程，更是一套完整的本地 AI 算力治理方案：

  1. 环境层：用 Clink 和 VS Dev Prompt 打造顺手的交互与编译基座。

  2. 资源层：通过软连接打破 WebUI 与 ComfyUI 的隔阂，实现模型存储的极致复用。

  3. 算力层：利用 cudaMallocAsync 和 Triton 榨干 RTX 3090 的每一分性能。

  4. 应用层：在 Python 3.12 的前沿探索中，用经验去平衡兼容性与性能的冲突。

真正的技术实力，往往就藏在这些一行行枯燥的日志里：不浮夸，不盲从，一切尽在掌握。

技术栈总结

层级

核心技术

版本

优化点

基础环境

Python

3.12.11

Anaconda 编译优化版

深度学习框架

PyTorch

2.7.1+cu126

支持 cudaMallocAsync

显存优化

xFormers

0.0.31.post1

异步卸载 + 页锁定内存

后端加速

Triton

可用

Windows 环境完美适配

模型管理

ComfyUI-Manager

最新

安全扫描 + 依赖管理

多模态

LLM Agent

集成

Gemini + OpenRouter

本文的价值不仅在于技术细节的分享，更在于传递一种系统架构师的思维方式：在复杂的技术生态中，如何做出明智的权衡和取舍，最终构建一个高效、稳定、可扩展的 AI 创作环境。

如果这篇文章对您有帮助，欢迎分享给更多的技术爱好者。技术的进步，需要我们共同的探索和分享。

附录

完整的启动日志：

Clink v1.9.9.3fd236
Copyright (c) 2012-2018 Martin Ridgers
Portions Copyright (c) 2020-2026 Christopher Antos
https://github.com/chrisant996/clink
**********************************************************************
** Visual Studio 2022 Developer Command Prompt v17.12.15
** Copyright (c) 2022 Microsoft Corporation
**********************************************************************
[vcvarsall.bat] Environment initialized for: 'x64'

(Win_ComfyUI) H:\PythonProjects1\Win_ComfyUI>python main.py --enable-manager --port 8888
Adding extra search path checkpoints G:\PythonProjects2\stable-diffusion-webui\models\Stable-diffusion
Adding extra search path controlnet G:\PythonProjects2\stable-diffusion-webui\models\controlnet
Adding extra search path loras G:\PythonProjects2\stable-diffusion-webui\models\Lora
Adding extra search path embeddings G:\PythonProjects2\stable-diffusion-webui\models\embeddings
Adding extra search path hypernetworks G:\PythonProjects2\stable-diffusion-webui\models\hypernetworks
Adding extra search path vae G:\PythonProjects2\stable-diffusion-webui\models\VAE
Adding extra search path clip G:\PythonProjects2\stable-diffusion-webui\models\Clip
Adding extra search path clip_vision G:\PythonProjects2\stable-diffusion-webui\models\clip_vision
Adding extra search path upscale_models G:\PythonProjects2\stable-diffusion-webui\models\GFPGAN
Adding extra search path vae_approx G:\PythonProjects2\stable-diffusion-webui\models\VAE-approx
Adding extra search path custom_nodes H:\PythonProjects1\Win_ComfyUI\custom_nodes
Adding extra search path download_model_base H:\PythonProjects1\Win_ComfyUI\models
Adding extra search path luts H:\PythonProjects1\Win_ComfyUI\luts
Adding extra search path tensorrt H:\PythonProjects1\Win_ComfyUI\tensorrt
Adding extra search path audios H:\PythonProjects1\Win_ComfyUI\audios
[START] Security scan
[DONE] Security scan
** ComfyUI startup time: 2026-01-15 23:07:50.286
** Platform: Windows
** Python version: 3.12.11 | packaged by Anaconda, Inc. | (main, Jun  5 2025, 12:58:53) [MSC v.1929 64 bit (AMD64)]
** Python executable: H:\PythonProjects1\Win_ComfyUI\.venv\Scripts\python.exe
** ComfyUI Path: H:\PythonProjects1\Win_ComfyUI
** ComfyUI Base Folder Path: H:\PythonProjects1\Win_ComfyUI
** User directory: H:\PythonProjects1\Win_ComfyUI\user
** ComfyUI-Manager config path: H:\PythonProjects1\Win_ComfyUI\user\__manager\config.ini
** Log path: H:\PythonProjects1\Win_ComfyUI\user\comfyui.log
[PRE] ComfyUI-Manager
[SAM3DBody] Running prestartup script...
[SAM3DBody] Skipped 3 existing asset file(s)
[SAM3DBody] Prestartup script completed

Prestartup times for custom nodes:
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\rgthree-comfy
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Easy-Use
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-SAM3DBody

Checkpoint files will always be loaded safely.
Total VRAM 24576 MB, total RAM 130328 MB
pytorch version: 2.7.1+cu126
xformers version: 0.0.31.post1
Set vram state to: NORMAL_VRAM
Device: cuda:0 NVIDIA GeForce RTX 3090 : cudaMallocAsync
Using async weight offloading with 2 streams
Enabled pinned memory 58647.0
WARNING: You need pytorch with cu130 or higher to use optimized CUDA operations.
Found comfy_kitchen backend eager: {'available': True, 'disabled': False, 'unavailable_reason': None, 'capabilities': ['apply_rope', 'apply_rope1', 'dequantize_nvfp4', 'dequantize_per_tensor_fp8', 'quantize_nvfp4', 'quantize_per_tensor_fp8', 'scaled_mm_nvfp4']}
Found comfy_kitchen backend triton: {'available': True, 'disabled': False, 'unavailable_reason': None, 'capabilities': ['apply_rope', 'apply_rope1', 'dequantize_nvfp4', 'dequantize_per_tensor_fp8', 'quantize_nvfp4', 'quantize_per_tensor_fp8']}
Found comfy_kitchen backend cuda: {'available': True, 'disabled': False, 'unavailable_reason': None, 'capabilities': ['apply_rope', 'apply_rope1', 'dequantize_nvfp4', 'dequantize_per_tensor_fp8', 'quantize_nvfp4', 'quantize_per_tensor_fp8', 'scaled_mm_nvfp4']}
Using xformers attention
Python version: 3.12.11 | packaged by Anaconda, Inc. | (main, Jun  5 2025, 12:58:53) [MSC v.1929 64 bit (AMD64)]
ComfyUI version: 0.9.1
ComfyUI frontend version: 1.36.14
[Prompt Server] web root: H:\PythonProjects1\Win_ComfyUI\.venv\Lib\site-packages\comfyui_frontend_package\static
[START] ComfyUI-Manager
[ComfyUI-Manager] network_mode: public
Customize audios loading path: H:\PythonProjects1\Win_ComfyUI\audios
Note: NumExpr detected 24 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 16.
NumExpr defaulting to 16 threads.
2026-01-15 23:08:02.293076: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.
[H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfy-mtb] | INFO -> loaded 108 nodes successfuly
Web extensions folder found at H:\PythonProjects1\Win_ComfyUI\web\extensions\ComfyLiterals
Imported AddPaddingAdvanced successfully
Imported AddPaddingBase successfully
Imported AD_ImageResize successfully
Imported AD_MockupMaker successfully
Imported AD_PosterMaker successfully
Imported AD_PromptSaver successfully
Imported ComfyUI-FofrToolkit successfully
Imported ComfyUI-ImageCaptioner successfully
Imported ComfyUI-imageResize successfully
Imported ComfyUI-textAppend successfully
Imported imagecreatemask successfully
Imported multiline_string successfully
Imported AddPaddingAdvanced successfully
Imported AddPaddingBase successfully
Imported AD_ImageResize successfully
Imported AD_MockupMaker successfully
Imported AD_PosterMaker successfully
Imported AD_PromptSaver successfully
Imported ComfyUI-FofrToolkit successfully
Imported ComfyUI-ImageCaptioner successfully
Imported ComfyUI-imageResize successfully
Imported ComfyUI-textAppend successfully
Imported imagecreatemask successfully
Imported multiline_string successfully
[Allor]: 0 nodes were overridden.
[Allor]: 12 modules were enabled.
[Allor]: 98 nodes were loaded.
[AnimateDiff] - WARNING - xformers is enabled but it has a bug that can cause issue while using with AnimateDiff.
Adding H:\PythonProjects1\Win_ComfyUI\custom_nodes to sys.path
Efficiency Nodes: Attempting to add Control Net options to the 'HiRes-Fix Script' Node (comfyui_controlnet_aux add-on)...Success!
Loaded Efficiency nodes from H:\PythonProjects1\Win_ComfyUI\custom_nodes\efficiency-nodes-comfyui
Loaded ControlNetPreprocessors nodes from H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_controlnet_aux
Loaded AdvancedControlNet nodes from H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Advanced-ControlNet
Loaded AnimateDiff from H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-animatediff\animatediff/sliding_schedule.py
Loaded IPAdapter nodes from H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus
Loaded VideoHelperSuite from H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-VideoHelperSuite
### Loading: ComfyUI-Impact-Pack (V8.28)
### Loading: ComfyUI-Impact-Pack (V8.28)
[Impact Pack] Wildcard total size (0.00 MB) is within cache limit (50.00 MB). Using full cache mode.
Loaded ImpactPack nodes from H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Impact-Pack
[Impact Pack] Wildcards loading done.
[Impact Pack] Wildcard total size (0.00 MB) is within cache limit (50.00 MB). Using full cache mode.
[Impact Pack] Wildcards loading done.
[ComfyUI-Easy-Use] server: v1.3.4 Loaded
[ComfyUI-Easy-Use] web root: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Easy-Use\web_version/v2 Loaded
Comfyui-ergouzi-DGNJD:解锁更多宝贵时光，去做更有意义的事情，这才是AI--------B站@灵仙儿和二狗子
ExcelPicker Node Loaded Successfully
[Flow Control] Checkpoint presets database : H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Flow-Control\db/checkpoints.json
ComfyUI-GGUF: Partial torch compile only, consider updating pytorch
[Flow Control] Flux presets database : H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Flow-Control\db/flux_checkpoints.json
[Flow Control] Lora info database : H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Flow-Control\db/loras.json
------------------------------------------
Flow Control v1.00 :  15 Nodes Loaded
------------------------------------------
[Flow Control] API server started...
ComfyUI-GGUF: Partial torch compile only, consider updating pytorch
✅ Holaf Custom Nodes initialized
==========================
housekeeper
==========================
Total VRAM 24576 MB, total RAM 130328 MB
pytorch version: 2.7.1+cu126
xformers version: 0.0.31.post1
Set vram state to: NORMAL_VRAM
Device: cuda:0 NVIDIA GeForce RTX 3090 : cudaMallocAsync
Using async weight offloading with 2 streams
Enabled pinned memory 58647.0
### Loading: ComfyUI-Impact-Pack (V8.28)
[Impact Pack] Wildcard total size (0.00 MB) is within cache limit (50.00 MB). Using full cache mode.
### Loading: ComfyUI-Impact-Subpack (V1.3.5)
[Impact Pack] Wildcards loading done.
[Impact Pack/Subpack] Using folder_paths to determine whitelist path: H:\PythonProjects1\Win_ComfyUI\user\default\ComfyUI-Impact-Subpack\model-whitelist.txt
[Impact Pack/Subpack] Ensured whitelist directory exists: H:\PythonProjects1\Win_ComfyUI\user\default\ComfyUI-Impact-Subpack
[Impact Pack/Subpack] Loaded 0 model(s) from whitelist: H:\PythonProjects1\Win_ComfyUI\user\default\ComfyUI-Impact-Subpack\model-whitelist.txt
[Impact Subpack] ultralytics_bbox: H:\PythonProjects1\Win_ComfyUI\models\ultralytics\bbox
[Impact Subpack] ultralytics_segm: H:\PythonProjects1\Win_ComfyUI\models\ultralytics\segm
[Impact Subpack] ultralytics_bbox: H:\PythonProjects1\Win_ComfyUI\models\ultralytics\bbox
[Impact Subpack] ultralytics_segm: H:\PythonProjects1\Win_ComfyUI\models\ultralytics\segm
[Compatibility] Python版本: Python 3.12.11
[Compatibility] Python version: Python 3.12.11
[Compatibility] 兼容性模式: python312
[Compatibility] Compatibility mode: python312
[Compatibility] ⚠️  Python 3.12模式 - 使用兼容性层
[Compatibility] ⚠️  Python 3.12 mode - using compatibility layer
[IndexTTS2] ⚠️  Python版本兼容性警告
[IndexTTS2] ⚠️  Python Version Compatibility Warning
[IndexTTS2] 当前版本: Python 3.12.11
[IndexTTS2] Current version: Python 3.12.11
[IndexTTS2] IndexTTS2依赖需要Python 3.8-3.11，当前版本可能不兼容
[IndexTTS2] IndexTTS2 dependencies require Python 3.8-3.11, current version may be incompatible
[IndexTTS2] 建议使用Python 3.10或3.11环境
[IndexTTS2] Recommend using Python 3.10 or 3.11 environment
[IndexTTS2] 自动依赖安装已禁用，请手动安装所需依赖
[IndexTTS2] Auto dependency installation disabled, please install dependencies manually
[IndexTTS2] ✓ indextts 包已安装
[IndexTTS2] ✓ indextts package installed at: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui-Index-TTS2\indextts\__init__.py
[IndexTTS2] ✓ 所有节点加载完成，包括情绪语音多人对话节点
[IndexTTS2] ✓ All nodes loaded, including emotion voice multi-talk node
[inference_core_nodes.controlnet_preprocessors] | INFO -> Using ckpts path: H:\PythonProjects1\Win_ComfyUI\.venv\src\inference-core-nodes\src\inference_core_nodes\controlnet_preprocessors\ckpts
[inference_core_nodes.controlnet_preprocessors] | INFO -> Using symlinks: False
[inference_core_nodes.controlnet_preprocessors] | INFO -> Using ort providers: ['CUDAExecutionProvider', 'DirectMLExecutionProvider', 'OpenVINOExecutionProvider', 'ROCMExecutionProvider', 'CPUExecutionProvider', 'CoreMLExecutionProvider']
### Loading: ComfyUI-Inspire-Pack (V1.22.2)
jjk_util loding
[JoyCaption] ✅ Loaded custom models and local path mappings.
[JoyCaption GGUF] ✅ Loaded custom GGUF custom models
Set up system temp directory: C:\Users\love\AppData\Local\Temp\latentsync_abbb1817
Found LoRA roots:
 - G:/PythonProjects2/stable-diffusion-webui/models/Lora
 - H:/PythonProjects1/Win_ComfyUI/models/loras
Found checkpoint roots:
 - G:/PythonProjects2/stable-diffusion-webui/models/Stable-diffusion
 - H:/PythonProjects1/Win_ComfyUI/models/checkpoints
 - H:/PythonProjects1/Win_ComfyUI/models/diffusion_models
 - H:/PythonProjects1/Win_ComfyUI/models/unet
Found embedding roots:
 - H:/PythonProjects1/Win_ComfyUI/models/embeddings
Added path mapping: H:/PythonProjects1/Win_ComfyUI/models/loras -> G:/PythonProjects2/stable-diffusion-webui/models/Lora/__COMFY_LORAS__
Added path mapping: H:/PythonProjects1/Win_ComfyUI/models/checkpoints -> G:/PythonProjects2/stable-diffusion-webui/models/Stable-diffusion/__COMFY_MODELS__
Updated 'comfyui' library with current folder paths
Detected async ComfyUI execution, installing async metadata hooks
Metadata collection hooks installed for runtime values
ComfyUI Metadata Collector initialized
Example images path: 
Added static route for locales: /locales -> H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-lora-manager\locales
Registered model type 'lora' with service LoraService and routes LoraRoutes
Registered model type 'checkpoint' with service CheckpointService and routes CheckpointRoutes
Registered model type 'embedding' with service EmbeddingService and routes EmbeddingRoutes
Registered default model types: lora, checkpoint, embedding
Setting up routes for 3 registered model types
Successfully set up routes for lora
Successfully set up routes for checkpoint
Successfully set up routes for embedding
LoRA Manager: Set up routes for 3 model types: lora, checkpoint, embedding
Blocked by policy: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Manager
--------------
 ### Mixlab Nodes: Loaded
json_repair## OK
ChatGPT.available True
edit_mask.available True
simple_lama_inpainting## OK
LaMaInpainting.available True
ClipInterrogator.available True
PromptGenerate.available True
ChinesePrompt.available True
RembgNode_.available True
TripoSR.available
MiniCPMNode.available
Scenedetect.available
FishSpeech.available
SenseVoice.available
Whisper.available False
fal-client## OK
FalVideo.available
 -------------- 
[MultiGPU Core Patching] Patching mm.soft_empty_cache for Comprehensive Memory Management (VRAM + CPU + Store Pruning)
[MultiGPU Core Patching] Patching mm.get_torch_device, mm.text_encoder_device, mm.unet_offload_device
[MultiGPU DEBUG] Initial current_device: cuda:0
[MultiGPU DEBUG] Initial current_text_encoder_device: cuda:0
[MultiGPU DEBUG] Initial current_unet_offload_device: cpu
[MultiGPU] Initiating custom_node Registration. . .
-----------------------------------------------
custom_node                   Found     Nodes
-----------------------------------------------
ComfyUI-LTXVideo                  Y         1
ComfyUI-Florence2                 Y         2
ComfyUI_bitsandbytes_NF4          Y         1
x-flux-comfyui                    Y         1
ComfyUI-MMAudio                   Y         3
ComfyUI-GGUF                      Y        18
PuLID_ComfyUI                     Y         3
ComfyUI-WanVideoWrapper           Y        20
-----------------------------------------------
[MultiGPU] Registration complete. Final mappings: CheckpointLoaderAdvancedMultiGPU, CheckpointLoaderAdvancedDisTorch2MultiGPU, UNetLoaderLP, UNETLoaderMultiGPU, VAELoaderMultiGPU, CLIPLoaderMultiGPU, DualCLIPLoaderMultiGPU, TripleCLIPLoaderMultiGPU, QuadrupleCLIPLoaderMultiGPU, CLIPVisionLoaderMultiGPU, CheckpointLoaderSimpleMultiGPU, ControlNetLoaderMultiGPU, DiffusersLoaderMultiGPU, DiffControlNetLoaderMultiGPU, UNETLoaderDisTorch2MultiGPU, VAELoaderDisTorch2MultiGPU, CLIPLoaderDisTorch2MultiGPU, DualCLIPLoaderDisTorch2MultiGPU, TripleCLIPLoaderDisTorch2MultiGPU, QuadrupleCLIPLoaderDisTorch2MultiGPU, CLIPVisionLoaderDisTorch2MultiGPU, CheckpointLoaderSimpleDisTorch2MultiGPU, ControlNetLoaderDisTorch2MultiGPU, DiffusersLoaderDisTorch2MultiGPU, DiffControlNetLoaderDisTorch2MultiGPU, LTXVLoaderMultiGPU, Florence2ModelLoaderMultiGPU, DownloadAndLoadFlorence2ModelMultiGPU, CheckpointLoaderNF4MultiGPU, LoadFluxControlNetMultiGPU, MMAudioModelLoaderMultiGPU, MMAudioFeatureUtilsLoaderMultiGPU, MMAudioSamplerMultiGPU, UnetLoaderGGUFDisTorchMultiGPU, UnetLoaderGGUFAdvancedDisTorchMultiGPU, CLIPLoaderGGUFDisTorchMultiGPU, DualCLIPLoaderGGUFDisTorchMultiGPU, TripleCLIPLoaderGGUFDisTorchMultiGPU, QuadrupleCLIPLoaderGGUFDisTorchMultiGPU, UnetLoaderGGUFDisTorch2MultiGPU, UnetLoaderGGUFAdvancedDisTorch2MultiGPU, CLIPLoaderGGUFDisTorch2MultiGPU, DualCLIPLoaderGGUFDisTorch2MultiGPU, TripleCLIPLoaderGGUFDisTorch2MultiGPU, QuadrupleCLIPLoaderGGUFDisTorch2MultiGPU, UnetLoaderGGUFMultiGPU, UnetLoaderGGUFAdvancedMultiGPU, CLIPLoaderGGUFMultiGPU, DualCLIPLoaderGGUFMultiGPU, TripleCLIPLoaderGGUFMultiGPU, QuadrupleCLIPLoaderGGUFMultiGPU, PulidModelLoaderMultiGPU, PulidInsightFaceLoaderMultiGPU, PulidEvaClipLoaderMultiGPU, LoadWanVideoT5TextEncoderMultiGPU, WanVideoTextEncodeMultiGPU, WanVideoTextEncodeCachedMultiGPU, WanVideoTextEncodeSingleMultiGPU, WanVideoVAELoaderMultiGPU, WanVideoTinyVAELoaderMultiGPU, WanVideoBlockSwapMultiGPU, WanVideoImageToVideoEncodeMultiGPU, WanVideoDecodeMultiGPU, WanVideoModelLoaderMultiGPU, WanVideoSamplerMultiGPU, WanVideoVACEEncodeMultiGPU, WanVideoEncodeMultiGPU, LoadWanVideoClipTextEncoderMultiGPU, WanVideoClipVisionEncodeMultiGPU, WanVideoControlnetLoaderMultiGPU, FantasyTalkingModelLoaderMultiGPU, Wav2VecModelLoaderMultiGPU, WanVideoUni3C_ControlnetLoaderMultiGPU, DownloadAndLoadWav2VecModelMultiGPU
======================================== ComfyUI-nunchaku Initialization ========================================
Nunchaku version: 1.0.0
ComfyUI-nunchaku version: 1.0.1
=================================================================================================================
================================================================================================================================
ComfyUI-NunchakuFluxLoraStacker: Loading Nunchaku FLUX LoRA Stacker nodes...
ComfyUI-NunchakuFluxLoraStacker: Loaded 1 nodes
ComfyUI-NunchakuFluxLoraStacker: JavaScript directory: js
================================================================================================================================

[ReActor] - STATUS - Running v0.6.2-a4 in ComfyUI
Torch version: 2.7.1+cu126
[ComfyUI-RMBG] v2.9.6 | 33 nodes Loaded
[SAM3DBody] Initializing ComfyUI-SAM3DBody custom nodes...
[SAM3DBody] Found Blender: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-SAM3DBody\lib\blender\blender-4.2.3-windows-x64\blender.exe
[SAM3DBody] [OK] Loaded 16 node(s)
[SAM3DBody]   - LoadSAM3DBodyModel
[SAM3DBody]   - SAM3DBodyAddMeshToSkeleton
[SAM3DBody]   - SAM3DBodyExportFBX
[SAM3DBody]   - SAM3DBodyExportMesh
[SAM3DBody]   - SAM3DBodyExportMultipleFBX
[SAM3DBody]   - SAM3DBodyGetVertices
[SAM3DBody]   - SAM3DBodyLoadMesh
[SAM3DBody]   - SAM3DBodyLoadSkeleton
[SAM3DBody]   - SAM3DBodyPreviewRiggedMesh
[SAM3DBody]   - SAM3DBodyPreviewSkeleton
[SAM3DBody]   - SAM3DBodyProcess
[SAM3DBody]   - SAM3DBodyProcessAdvanced
[SAM3DBody]   - SAM3DBodyProcessMultiple
[SAM3DBody]   - SAM3DBodySaveSkeleton
[SAM3DBody]   - SAM3DBodySelectMesh
[SAM3DBody]   - SAM3DBodyVisualize
[SAM3DBody] Registered server routes:
[SAM3DBody]   POST /sam3d/save_glb
[SAM3DBody]   POST /sam3d/export_posed_fbx
[SAM3DBody]   GET  /sam3d/mesh_files
[SAM3DBody] [OK] Server routes registered
[SAM3DBody] Initialization complete
Discovered apex.normalization.FusedRMSNorm - will use it instead of InternLM2RMSNorm
Discovered apex.normalization.FusedRMSNorm - will use it instead of InternRMSNorm
VRAM libre: 22.76 GB
✅ SeedVR2ExtraArgs ghost node loaded successfully!
⚡ SeedVR2 optimizations check: SageAttention ✅ | Flash Attention ✅ | Triton ✅
📊 Initial CUDA memory: 22.70GB free / 24.00GB total
H:\PythonProjects1\Win_ComfyUI
############################################
H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Universal-Styler\CSV
############################################
['H:\\PythonProjects1\\Win_ComfyUI\\custom_nodes\\ComfyUI-Universal-Styler\\CSV\\naifilters.csv', 'H:\\PythonProjects1\\Win_ComfyUI\\custom_nodes\\ComfyUI-Universal-Styler\\CSV\\naistyles.csv', 'H:\\PythonProjects1\\Win_ComfyUI\\custom_nodes\\ComfyUI-Universal-Styler\\CSV\\naitypes.csv']
############################################
Initializing ComfyUI-VideoUpscale_WithModel

__     ______   ____                      ____              ____ _      _ 
\ \   / /  _ \ / ___| __ _ _ __ ___   ___|  _ \  _____   __/ ___(_)_ __| |
 \ \ / /| |_) | |  _ / _` | '_ ` _ \ / _ \ | | |/ _ \ \ / / |  _| | '__| |
  \ V / |  _ <| |_| | (_| | | | | | |  __/ |_| |  __/\ V /| |_| | | |  | |
   \_/  |_| \_\\____|\__,_|_| |_| |_|\___|____/ \___| \_/  \____|_|_|  |_|
                                                                          
             🎮 VRGameDevGirl custom nodes loaded successfully! 🎞️

(pysssss:WD14Tagger) [DEBUG] Available ORT providers: TensorrtExecutionProvider, CUDAExecutionProvider, CPUExecutionProvider
(pysssss:WD14Tagger) [DEBUG] Using ORT providers: CUDAExecutionProvider, CPUExecutionProvider
Workspace manager - Openning file hash dict
### Loading: Workspace Manager (V1.0.0)
assets_dir:H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_checkpointloader_ext\web/assets
------------------------------------------
Comfyroll Studio v1.76 :  175 Nodes Loaded
------------------------------------------
** For changes, please see patch notes at https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/blob/main/Patch_Notes.md
** For help, please see the wiki at https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes/wiki
------------------------------------------
[H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using ckpts path: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_controlnet_aux\ckpts
[H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using symlinks: False
[H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_controlnet_aux] | INFO -> Using ort providers: ['CUDAExecutionProvider', 'DirectMLExecutionProvider', 'OpenVINOExecutionProvider', 'ROCMExecutionProvider', 'CPUExecutionProvider', 'CoreMLExecutionProvider']
ℹ️  Protobuf已经有GetPrototype方法，无需补丁
 ** Comfly Loaded : fly, just fly
('Looking for cached Spacy xx_sent_ud_sm.',)

### [START] ComfyUI AlekPet Nodes v1.0.88 ###
Node -> ArgosTranslateNode: ArgosTranslateCLIPTextEncodeNode, ArgosTranslateTextNode [Loading]
Node -> ChatGLMNode: ChatGLM4TranslateCLIPTextEncodeNode, ChatGLM4TranslateTextNode, ChatGLM4InstructNode, ChatGLM4InstructMediaNode [Loading]
Node -> DeepLXTranslateNode: DeepLXTranslateCLIPTextEncodeNode, DeepLXTranslateTextNode [Loading]
Node -> DeepTranslatorNode: DeepTranslatorCLIPTextEncodeNode, DeepTranslatorTextNode [Loading]
Node -> ExtrasNode: PreviewTextNode, HexToHueNode, ColorsCorrectNode [Loading]
Node -> GoogleTranslateNode: GoogleTranslateCLIPTextEncodeNode, GoogleTranslateTextNode [Loading]
Node -> IDENode: IDENode [Loading]
Node -> PainterNode: PainterNode [Loading]
Node -> PoseNode: PoseNode [Loading]
### [END] ComfyUI AlekPet Nodes ###
[SeedReam4API] 信息：✅ ComfyUI官方视频类型导入成功
[SeedReam4API] 信息：✅ ComicBrowserViewer API 路由已注册
[Doubao-Seed] Module loaded successfully
[Doubao-Seed] Plugin loading completed!
[Doubao-Seed] Registered 12 nodes
[Doubao-Seed] Node list: ['SeedReam4APINode', 'SeedReam4APISingleNode', 'DoubaoSeedanceVideoNode', 'DoubaoSeedanceContinuousVideoNode', 'DoubaoSeedanceMultiRefVideoNode', 'DoubaoSeed16Node', 'DoubaoComicBookNode', 'ComicPageSelectorNode', 'ComicHTMLViewerNode', 'ComicBatchExporterNode', 'ComicBrowserViewerNode', 'ComicHTMLPreviewNode']
LOADED 6 FONTS


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[LLM Prompt] GLM module loaded successfully
[LLM Prompt] Comfly module loaded successfully
[LLM Agent Assistant] 检测到safetensors版本: 0.6.2
[LLM Prompt] JoyCaption module loaded successfully
[LLM Prompt] Gemini module loaded successfully
✅ nano-banana官方调用方式已集成到gemini_banana模块
✅ 成功导入独立翻译模块
[LLM Prompt] Gemini Banana module loaded successfully
🎨 已为镜像节点设置橙色主题
[LLM Prompt] Gemini Banana Mirror module loaded successfully
[LLM Prompt] OpenRouter Banana module loaded successfully
[LLM Prompt] Comfly Nano Banana module loaded successfully
[LLM Agent Assistant] Plugin loading completed!
[LLM Agent Assistant] Registered 18 nodes
[LLM Agent Assistant] Node list: ['GLM_Prompt_Expand_From_Image', 'Comfly_Prompt_Expand_From_Image', 'JoyCaption-BetaOne-Run', 'KenChenLLMPromptGeminiText', 'KenChenLLMPromptGeminiMultimodal', 'KenChenLLMPromptGeminiImageGeneration', 'KenChenLLMPromptGeminiImageAnalysis', 'KenChenLLMGeminiBananaTextToImageBananaNode', 'KenChenLLMGeminiBananaImageToImageBananaNode', 'KenChenLLMGeminiBananaMultimodalBananaNode', 'GeminiBananaMultiImageEdit', 'GeminiBananaTextTranslation', 'KenChenLLMGeminiBananaMirrorImageGenNode', 'KenChenLLMGeminiBananaMirrorImageEditNode', 'GeminiBananaMirrorMultiImageEdit', 'OpenRouterNode', 'NanoBananaGeminiImageNode', 'BatchImages']
--- Initializing Core Authentication ---
✅ NanoBanana with Vertex AI (Legacy SDK) Initialized.
✅ NanoBanana with AI Platform SDK Initialized.
[Self Nodes] 已加载以下节点:
  - Wan_video_prompt_generator: 🎬 视频提示词生成器
ComfyUI video support loaded successfully.
[tinyterraNodes] Loaded

🔊 Yvann Audio Reactive & Utils Node : Loaded


Initializing ControlAltAI Nodes
Efficiency Nodes: Attempting to add Control Net options to the 'HiRes-Fix Script' Node (comfyui_controlnet_aux add-on)...Success!
🐝 Kanibus v1.0.0 - Eye-Tracking ControlNet System Loaded
💫 Features: 14 nodes, GPU optimization, WAN 2.1/2.2 support
✨提示词小助手 V1.1.3 已启动
Using xformers attention
(RES4LYF) Init
(RES4LYF) Importing beta samplers.
(RES4LYF) Importing legacy samplers.

[rgthree-comfy] Loaded 48 epic nodes. 🎉

📊 Initial CUDA memory: 22.70GB free / 24.00GB total
======================================== Stand-In ========================================
Successfully loaded all Stand-In nodes.
==========================================================================================
WAS Node Suite: BlenderNeko's Advanced CLIP Text Encode found, attempting to enable `CLIPTextEncode` support.
WAS Node Suite: `CLIPTextEncode (BlenderNeko Advanced + NSP)` node enabled under `WAS Suite/Conditioning` menu.
WAS Node Suite: OpenCV Python FFMPEG support is enabled
WAS Node Suite: `ffmpeg_bin_path` is set to: C:\Users\love\scoop\shims\ffmpeg.exe
WAS Node Suite: Finished. Loaded 221 nodes successfully.

        "Art is a harmony parallel with nature." - Paul Cézanne


Import times for custom nodes:
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\convert_to_float32.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\AITechLab
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-CleanMonitor
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Advanced-Vision
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\websocket_image_save.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_bitsandbytes_NF4
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\aitechlab.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\example_node.py
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-zopi
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Kontext-Inpainting
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\auto_wan2.2animate_freamtowindow_server
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\kontext-presets
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfUI-EGAdapterMadAssistant
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_AdvancedRefluxControl
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_RH_OminiControl
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui_Object_Migration
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-NodeAligner
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_ZhipuAIO
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-VideoUpscale_WithModel
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-NanoBanano
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-notes-manager
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui-CustomizeTextEncoder-Qwen-image
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_ADV_CLIP_emb
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-wanBlockswap
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\wan22_prompt_selector
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_SSLNodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Show-Text
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-DD-Translation
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_segment_anything
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-WanMoeKSampler
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\style_aligned_comfy
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\masquerade-nodes-comfyui
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-redux-prompt
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui_Flux_Style_Adjust
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-detail-daemon
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-logic
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\stability-ComfyUI-nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\AIGODLIKE-ComfyUI-Translation
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-BRIA_AI-RMBG
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-seamless-tiling
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\sd-dynamic-thresholding
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Miaoshouai-Tagger
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Stand-In_Preprocessor_ComfyUI
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-mxtoolkit
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_Text_Translation
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\wywywywy-pause
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_ttp_toolset
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\RH_Nano_Banana_Complete_Enhanced
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-photoshop
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-BiRefNet-Hugo
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-QwenVL
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_Searge_LLM
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\cg-use-everywhere
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_JPS-Nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-TaylorSeer
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyLiterals
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui-VideoConcat
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Kwai_font_comfyui
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\openrouter_banana
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_extractstoryboards
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-basic-math
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-InpaintEasy
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_instantid
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui-StableSR
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_lg_groupexecutor
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\wlsh_nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-SoundFlow
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_face_parsing
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfy_nanobanana
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-LatentSyncWrapper
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\qweneditutils
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\janus-pro
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Inpaint-CropAndStitch
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-YOLO
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui-LG_GroupExecutor
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-lama-remover
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_Prompt_Helper
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_SLK_joy_caption_two
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Universal-Styler
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-enricos-nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_zenid
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-NunchakuFluxLoraStacker
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Jjk-Nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_RH_APICall
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-GGUF
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-WD14-Tagger
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-MelBandRoFormer
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Align
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_StringOps
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-vrgamedevgirl
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_sunxAI_facetools
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_checkpointloader_ext
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-IPAdapter-Flux
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-housekeeper
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-TorchMonitor
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-inpaint-nodes
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-florence2
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-TeaCache
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-WanAnimatePreprocess
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-Kolors-MZ
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-VFI
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\Comfyui_Comfly_v2
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-various
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui_gemini_nano_banana
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfy-image-saver
   0.0 seconds: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI-StreamDiffusion
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Context impl SQLiteImpl.
Will assume non-transactional DDL.
Assets scan(roots=['models']) completed in 0.053s (created=0, skipped_existing=468, total_seen=469)
Starting server

To see the GUI go to: http://127.0.0.1:8888
Lora cache hydrated from persisted snapshot with 149 models
Recipe cache initialized in 0.00 seconds. Found 0 recipes
Checkpoint cache hydrated from persisted snapshot with 88 models
Embedding cache initialized in 0.00 seconds. Found 0 models
FETCH ComfyRegistry Data [DONE]
[ComfyUI-Manager] default cache updated: https://api.comfy.org/nodes
FETCH DATA from: H:\PythonProjects1\Win_ComfyUI\user\__manager\cache\3351870820_custom-node-list.json [DONE]
[ComfyUI-Manager] All startup tasks have been completed.
[DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
[DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui/imagePreview.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
[DEPRECATION WARNING] Detected import of deprecated legacy API: /extensions/core/clipspace.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
[DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui/components/buttonGroup.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
[DEPRECATION WARNING] Detected import of deprecated legacy API: /scripts/ui/components/button.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/photoswipe-lightbox.esm.min.js
[DEPRECATION WARNING] Detected import of deprecated legacy API: /extensions/core/groupNode.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
[DEPRECATION WARNING] Detected import of deprecated legacy API: /extensions/core/widgetInputs.js. This is likely caused by a custom node extension using outdated APIs. Please update your extensions or contact the extension author for an updated version.
H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/photoswipe.min.css
H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/pickr.min.js
H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/classic.min.css
H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/juxtapose.css
H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/model-viewer.min.js
H:\PythonProjects1\Win_ComfyUI\custom_nodes\comfyui-mixlab-nodes\webApp\lib/juxtapose.min.js
BilboX LUTs path set to: H:\PythonProjects1\Win_ComfyUI\custom_nodes\bilbox-comfyui\luts
BilboX LUTs path set to: H:\PythonProjects1\Win_ComfyUI\custom_nodes\bilbox-comfyui\luts
Excel options found: ['Default', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty']
Non-empty options: ['Default']
Default value (A2): Default
Excel options found: ['Default', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty', 'empty']
Non-empty options: ['Default']
Default value (A2): Default
[GLM_Nodes] 信息：从 'text_prompts.txt' 加载提示词成功。
[GLM_Nodes] 信息：从 'text_prompts.txt' 加载提示词成功。
[GLM_Nodes] 信息：从 'image_prompts.txt' 加载提示词成功。
[GLM_Nodes] 信息：从 'image_prompts.txt' 加载提示词成功。
扫描音频文件...
找到 6 个音频文件
[wrapper] collecting parameters …
[wrapper] defaults: {'model_id_or_path': <class 'inspect._empty'>, 't_index_list': <class 'inspect._empty'>, 'lora_dict': None, 'mode': 'img2img', 'output_type': 'pt', 'lcm_lora_id': None, 'vae_id': None, 'device': 'cuda', 'dtype': torch.float16, 'frame_buffer_size': 1, 'width': 512, 'height': 512, 'warmup': 10, 'acceleration': 'tensorrt', 'do_add_noise': True, 'device_ids': None, 'use_lcm_lora': True, 'use_tiny_vae': True, 'enable_similar_image_filter': False, 'similar_image_filter_threshold': 0.98, 'similar_image_filter_max_skip_frame': 10, 'use_denoising_batch': True, 'cfg_type': 'self', 'seed': 2, 'use_safety_checker': False, 'engine_dir': 'H:\\PythonProjects1\\Win_ComfyUI\\models\\tensorrt/StreamDiffusion-engines'}
[LLM Prompt] 信息：从 'image_prompts.txt' 加载提示词成功。
[LLM Prompt] 信息：从 'image_prompts.txt' 加载提示词成功。
[LLM Prompt] 信息：从 'image_prompts.txt' 加载提示词成功。
[LLM Prompt] 信息：从 'image_prompts.txt' 加载提示词成功。
[LLM Prompt] 成功加载Gemini配置文件: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_LLM_Banana\Gemini_config.json
[LLM Prompt] 成功加载Gemini配置文件: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_LLM_Banana\Gemini_config.json
[LLM Prompt] 成功加载Gemini配置文件: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_LLM_Banana\Gemini_config.json
[LLM Prompt] 成功加载Gemini配置文件: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_LLM_Banana\Gemini_config.json
[LLM Prompt] 成功加载Gemini配置文件: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_LLM_Banana\Gemini_config.json
[LLM Prompt] 成功加载Gemini配置文件: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_LLM_Banana\Gemini_config.json
[LLM Prompt] 成功加载Gemini配置文件: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_LLM_Banana\Gemini_config.json
[LLM Prompt] 成功加载Gemini配置文件: H:\PythonProjects1\Win_ComfyUI\custom_nodes\ComfyUI_LLM_Banana\Gemini_config.json
[]
[]
[ComfyUI-Manager] The ComfyRegistry cache update is still in progress, so an outdated cache is being used.
FETCH DATA from: H:\PythonProjects1\Win_ComfyUI\user\__manager\cache\3351870820_custom-node-list.json [DONE]
# windows # 人工智能 # ComfyUI
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