Unity使用AnimeGANv3实现动漫风格化效果（二）

尝试使用GPU加速，做一下记录

放出效果图......

改了一行代码

csharp 复制代码

// 创建会话选项，可以设置使用CPU或GPU
var options = new SessionOptions();
// 如果使用GPU，可以设置ExecutionProvider为CUDA（需要安装CUDA和cuDNN，并且ONNX Runtime支持）
//options.AppendExecutionProvider_DML(0);
// 否则使用CPU
//options.AppendExecutionProvider_CPU();
options.AppendExecutionProvider_CUDA();

安装CUDA Toolkit 12.8

https://developer.nvidia.com/cuda-12-8-0-download-archive?target_os=Windows&target_arch=x86_64&target_version=11&target_type=exe_local

配置系统环境变量

安装CUDNN 9.0.0.312

https://developer.download.nvidia.cn/compute/cudnn/redist/cudnn/windows-x86_64/cudnn-windows-x86_64-9.0.0.312_cuda12-archive.zip

配置环境变量

查找依赖拷贝相关dll到Unity

查找相关依赖

csharp 复制代码

**********************************************************************
** Visual Studio 2022 Developer Command Prompt v17.14.17
** Copyright (c) 2025 Microsoft Corporation
**********************************************************************
[vcvarsall.bat] Environment initialized for: 'x64'

C:\Program Files\Microsoft Visual Studio\2022\Community>dumpbin /dependents E:\MyProject\AnimeGANv3-unity\Assets\Plugins\Win\x86_64\onnxruntime.dll
Microsoft (R) COFF/PE Dumper Version 14.44.35217.0
Copyright (C) Microsoft Corporation.  All rights reserved.


Dump of file E:\MyProject\AnimeGANv3-unity\Assets\Plugins\Win\x86_64\onnxruntime.dll

File Type: DLL

  Image has the following dependencies:

    KERNEL32.dll
    MSVCP140.dll
    VCRUNTIME140_1.dll
    VCRUNTIME140.dll
    api-ms-win-crt-runtime-l1-1-0.dll
    api-ms-win-crt-stdio-l1-1-0.dll
    api-ms-win-crt-string-l1-1-0.dll
    api-ms-win-crt-convert-l1-1-0.dll
    api-ms-win-crt-filesystem-l1-1-0.dll
    api-ms-win-crt-heap-l1-1-0.dll
    ADVAPI32.dll
    SETUPAPI.dll
    dxgi.dll
    api-ms-win-core-path-l1-1-0.dll
    MSVCP140_1.dll
    api-ms-win-crt-time-l1-1-0.dll
    api-ms-win-crt-locale-l1-1-0.dll
    api-ms-win-crt-math-l1-1-0.dll
    dbghelp.dll

  Summary

       64000 .data
       4E000 .pdata
      237000 .rdata
        F000 .reloc
        1000 .rsrc
      9BE000 .text
        1000 _RDATA

C:\Program Files\Microsoft Visual Studio\2022\Community>dumpbin /dependents E:\MyProject\AnimeGANv3-unity\Assets\Plugins\Win\x86_64\onnxruntime_providers_cuda.dll
Microsoft (R) COFF/PE Dumper Version 14.44.35217.0
Copyright (C) Microsoft Corporation.  All rights reserved.


Dump of file E:\MyProject\AnimeGANv3-unity\Assets\Plugins\Win\x86_64\onnxruntime_providers_cuda.dll

File Type: DLL

  Image has the following dependencies:

    cublasLt64_12.dll
    cublas64_12.dll
    cufft64_11.dll
    cudart64_12.dll
    onnxruntime_providers_shared.dll
    cudnn64_9.dll
    KERNEL32.dll
    MSVCP140.dll
    VCRUNTIME140.dll
    VCRUNTIME140_1.dll
    api-ms-win-crt-heap-l1-1-0.dll
    api-ms-win-crt-math-l1-1-0.dll
    api-ms-win-crt-runtime-l1-1-0.dll
    api-ms-win-crt-convert-l1-1-0.dll
    api-ms-win-crt-environment-l1-1-0.dll
    api-ms-win-crt-string-l1-1-0.dll
    api-ms-win-crt-stdio-l1-1-0.dll
    api-ms-win-crt-filesystem-l1-1-0.dll
    api-ms-win-crt-locale-l1-1-0.dll

  Summary

      21F000 .data
        1000 .nvFatBi
    1056B000 .nv_fatb
       60000 .pdata
     229E000 .rdata
        7000 .reloc
        1000 .rsrc
      B0F000 .text

C:\Program Files\Microsoft Visual Studio\2022\Community>dumpbin /dependents E:\MyProject\AnimeGANv3-unity\Assets\Plugins\Win\x86_64\onnxruntime_providers_shared.dll
Microsoft (R) COFF/PE Dumper Version 14.44.35217.0
Copyright (C) Microsoft Corporation.  All rights reserved.


Dump of file E:\MyProject\AnimeGANv3-unity\Assets\Plugins\Win\x86_64\onnxruntime_providers_shared.dll

File Type: DLL

  Image has the following dependencies:

    KERNEL32.dll
    VCRUNTIME140.dll
    api-ms-win-crt-runtime-l1-1-0.dll

  Summary

        1000 .data
        1000 .pdata
        1000 .rdata
        1000 .reloc
        1000 .rsrc
        1000 .text

C:\Program Files\Microsoft Visual Studio\2022\Community>

文件过大无法上传到github

onnxruntime相关文件从nuget获取，其他依赖dll从cuda和cudnn里找