AMD RX580 AI部署记录:ComfyUI+Flux

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FLUX生成的图片

FLUX.1 是由 Black Forest Labs 开发的文本到图像生成模型,而它提供的 FLUX.1 [schnell]可以在比较低端的拥有 8GB 显存的 GPU 上运行。我调查了一下互联网上各路大神的部署方案，发现有一个 ComfyUI-Zluda 项目，支持使用 AMD RX580 显卡做部署推理。本文是此项目部署的实践，并最终成功运行并推理生成图片，特此将部署过程分享给大家。

ComfyUI-Zluda的安装部署

按照ComfyUI-Zluda提供的安装指南安装后ComfyUI可以成功运行，但是无法成功使用 FLUX.1[schnell] 推理出图片，生成都都是纯灰色的图。经过我的探索最终修复了这个问题，下面我把我这边完整的安装步骤提供给大家，我电脑的硬件配置请查看我之前的博客文章X99 平台组装记录,使用的系统是 Windows11LTSC。

  • 从github拉取该项目到本地；

  • 项目推荐使用 python3.10，我使用 miniconda 单独创建名为 comfyui 的 python3.10 的环境；

  • 安装 vc_redist.x64.exe

  • 安装 HIP SDK 5.7.1

    • HIP SDK 5.7.1 官方应该已经是不支持 AMD RX580 这款旧型号显卡，需要安装额外的依赖才能完整支持，我通过安装ROCmLibs-for-gfx1103-AMD780M-APU这个项目v0.5.7版本相关库文件rocblas.for.gfx803.override.with.vega10.7z,替换HIP SDK 5.7.1的部分文件，实现功能支持；

    • 解压 rocblas.for.gfx803.override.with.vega10.7z 压缩文件后，我们能看到以下文件:

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      .
      ├── library
      │   ├── Kernels.so-000-gfx803.hsaco
      │   ├── TensileLibrary_Type_4xi8I_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_4xi8I_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_4xi8I_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_4xi8I_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_4xi8I_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_4xi8I_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_4xi8I_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_4xi8I_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_BB_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_BB_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_BB_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_BB_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_BB_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_BB_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_BB_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_BB_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_BS_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_BS_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_BS_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_BS_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_BS_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_BS_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_BS_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_BS_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_CC_Contraction_l_Ailk_BjlkC_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_Ailk_BjlkC_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_CC_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_CC_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_CC_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_CC_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_CC_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_AlikC_BjlkC_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_AlikC_BjlkC_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_CC_Contraction_l_AlikC_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_AlikC_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_CC_Contraction_l_AlikC_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_AlikC_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_CC_Contraction_l_Alik_BjlkC_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_Alik_BjlkC_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_CC_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_CC_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_CC_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_CC_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_CC_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_CC_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_DD_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_DD_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_DD_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_DD_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_DD_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_DD_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_DD_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_DD_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_DD_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_DD_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_DD_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_DD_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_DD_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_DD_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_DD_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_DD_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HH_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HH_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HH_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HH_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HH_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HH_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HH_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HH_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HH_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HH_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HH_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HH_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HH_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HH_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HH_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HH_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HH_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_HS_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_I8I_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_I8I_HPA_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_I8I_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_I8I_HPA_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_I8I_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_I8I_HPA_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_I8I_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_I8I_HPA_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_SS_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_SS_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_SS_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_SS_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_SS_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_SS_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_SS_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_SS_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_SS_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_SS_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_SS_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_SS_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_SS_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_SS_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_SS_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_SS_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Ailk_BjlkC_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Ailk_BjlkC_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Ailk_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Ailk_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Ailk_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Ailk_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_AlikC_BjlkC_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_AlikC_BjlkC_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_AlikC_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_AlikC_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_AlikC_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_AlikC_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Alik_BjlkC_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Alik_BjlkC_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Alik_Bjlk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Alik_Bjlk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback.dat
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Alik_Bljk_Cijk_Dijk_fallback_gfx803.hsaco
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.co
      │   ├── TensileLibrary_Type_ZZ_Contraction_l_Alik_Bljk_Cijk_Dijk_gfx900.dat
      │   ├── TensileLibrary_lazy_gfx803.dat
      │   ├── TensileLibrary_lazy_gfx900.dat
      │   └── TensileManifest.txt
      └── rocblas.dll

      1 directory, 169 files
      • 将 rocblas.dll 文件，复制替换 ROCm 安装目录下的 ./5.7/bin/rocblas.dll 文件;
      • 将 library 文件夹，复制替换 ROCm 安装目录下 ./5.7/bin/rocblas/library 文件夹；

  • 配置环境变量，修改用户变量PATH添加ROCm的路径：C:\Program Files\AMD\ROCm\5.7\bin；

  • 配置环境变量，添加系统变量HIP_PATH添加ROCm的路径：C:\Program Files\AMD\ROCm\5.7\；

  • 打开PowerShell终端，进入 ComfyUI-Zluda 项目目录，执行.\install.bat 安装依赖；

  • 接着请执行 .\fixforrx580.bat 执行针对 AMD RX580 显卡的依赖安装；

  • 完成以上步骤，在此目录执行 .\comfyui.bat --use-split-cross-attention 启动程序，可以看到以下日志信息：

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    *** Checking and updating to new version if possible
    remote: Enumerating objects: 13, done.
    remote: Counting objects: 100% (13/13), done.
    remote: Compressing objects: 100% (8/8), done.
    remote: Total 13 (delta 7), reused 7 (delta 5), pack-reused 0 (from 0)
    Unpacking objects: 100% (13/13), 5.71 KiB | 77.00 KiB/s, done.
    From https://github.com/patientx/ComfyUI-Zluda
    0c4bebf5..7763bf82  master     -> origin/master
    Updating 0c4bebf5..7763bf82
    Fast-forward
    comfy/samplers.py         | 3 +++
    comfy_extras/nodes_wan.py | 6 +++---
    2 files changed, 6 insertions(+), 3 deletions(-)

    [START] Security scan
    [DONE] Security scan
    ## ComfyUI-Manager: installing dependencies done.
    ** ComfyUI startup time: 2025-03-02 22:22:46.798
    ** Platform: Windows
    ** Python version: 3.10.16 | packaged by Anaconda, Inc. | (main, Dec 11 2024, 16:19:12) [MSC v.1929 64 bit (AMD64)]
    ** Python executable: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda\venv\Scripts\python.exe
    ** ComfyUI Path: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda
    ** ComfyUI Base Folder Path: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda
    ** User directory: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda\user
    ** ComfyUI-Manager config path: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda\user\default\ComfyUI-Manager\config.ini
    ** Log path: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda\user\comfyui.log

    Prestartup times for custom nodes:
    14.4 seconds: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda\custom_nodes\ComfyUI-Manager

    Warning, you are using an old pytorch version and some ckpt/pt files might be loaded unsafely. Upgrading to 2.4 or above is recommended.

    ***----------------------ZLUDA-----------------------------***
    ::  ZLUDA detected, disabling non-supported functions.
    ::  CuDNN, flash_sdp, mem_efficient_sdp disabled).
    ***--------------------------------------------------------***
    ::  Device :  Radeon RX 580 Series [ZLUDA]

    Total VRAM 8192 MB, total RAM 98210 MB
    pytorch version: 2.2.1+cu118
    Set vram state to: NORMAL_VRAM
    Device: cuda:0 Radeon RX 580 Series [ZLUDA] : native
    Using sub quadratic optimization for attention, if you have memory or speed issues try using: --use-split-cross-attention
    ComfyUI version: 0.3.18
    [Prompt Server] web root: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda\web
    ### Loading: ComfyUI-Manager (V3.25.1)
    [ComfyUI-Manager] network_mode: public
    ### ComfyUI Revision: 3687 [7763bf82] | Released on '2025-03-02'

    Import times for custom nodes:
    0.0 seconds: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda\custom_nodes\websocket_image_save.py
    0.0 seconds: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda\custom_nodes\ComfyUI-deepcache
    2.8 seconds: C:\Users\lewlh\workspaceWin\ComfyUI-Zluda\custom_nodes\ComfyUI-Manager

    Starting server

    To see the GUI go to: http://127.0.0.1:8188
    [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/alter-list.json
    [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/model-list.json
    [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/github-stats.json
    [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/extension-node-map.json
    [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json
    FETCH ComfyRegistry Data: 5/36
    FETCH ComfyRegistry Data: 10/36
    FETCH ComfyRegistry Data: 15/36
    FETCH ComfyRegistry Data: 20/36
    FETCH ComfyRegistry Data: 25/36
    FETCH ComfyRegistry Data: 30/36
    FETCH ComfyRegistry Data: 35/36
    FETCH ComfyRegistry Data [DONE]
    [ComfyUI-Manager] default cache updated: https://api.comfy.org/nodes
    nightly_channel: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/remote
    FETCH DATA from: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json [DONE]
    [ComfyUI-Manager] All startup tasks have been completed.

  • 程序会自动打开浏览器访问 http://127.0.0.1:8188/ 进入 ComfyUI 页面，点击左下角齿轮状设置按钮，最新版本的程序可以在设置页面设置系统语言为中文了。

部署FLUX.1 [schnell]

我是通过学习零度解说的博文，第一次学习如何部署使用 ComfyUI 的，相关链接请查看References。本章节我提炼具体的步骤，以帮助你快速完成第一个可运行的 Pipeline：

下载依赖

下载以下模型文件，并按照要求放在指定的目录下：

flux_schnell_example.png

在ComfyUI中配置使用Flux

将下载的flux_schnell_example.png图片拖动到 http://127.0.0.1:8188/ ComfyUI 页面，程序会自动识别此图片中的 workflow，此时检查一下相关的模型是否是之前下载的模型：

  • UNet加载器需要设置 UNet 为 flux1-schnell.safetensors，数据类型修改为 fp8_e4m3fn;
  • 双CLIP加载器CLIP名称1设置为 t5xxl_fp8_e4m3fn.safetensors,CLIP名称2设置为 clip_l.safetensors;
  • 加载VAE设置VAE为 ae.safetensors;
  • 设置提示词，并降低默认分辨率，此处我设置为 456*800，整体配置如下图所示：

ComfyUI's setting

  • 最终运行 182 秒后生成了此图像：

a very beautiful girl in the bus window, photorealism, perspective，9:16.

需要注意的是，这套配置我在使用的过程中会出现程序异常退出的情况，整体而言还是不大稳定，玩一玩可以，当作生产力工具就不大行了！

References