Skip to content

Latest commit

 

History

History
118 lines (84 loc) · 4.07 KB

README_EN.md

File metadata and controls

118 lines (84 loc) · 4.07 KB
Raw

ONNX Runtime for Windows 7, Windows 8 & Windows Server 2012 R2

中文 English

Supporting ONNX Runtime on Windows 7 The project involves AI-related components and relies on ONNX Runtime. After downloading a precompiled version from the official website, it ran successfully during testing. However, during actual deployment, it was found that Windows 7 was not supported, with errors indicating missing api-ms-core-... DLLs. As a result, I had to modify ONNX Runtime manually.

Overview

ONNX Runtime : A cross-platform, high-performance machine learning inferencing and training accelerator. https://github.com/microsoft/onnxruntime

The last version supporting Windows 7 and Windows 8 is likely v1.11.1 , as later versions do not provide support. This creates challenges for client software requiring a minimum of Windows 7 & Windows 8 . A modified version has been created to ensure compatibility with these operating systems. For commercial use, please contact 526926911@qq.com for authorization.

  1. Windows 7 (2009)
  2. Windows 8 (2012)
  3. Windows 8.1 (2013)
  4. Windows 10 (2015)
  5. Windows 11 (2021)
  6. Windows Server versions : 2008, 2012, 2016, 2019, 2022, etc.

ONNX Runtime v1.20.0

https://github.com/microsoft/onnxruntime/releases/tag/v1.20.0

  • onnxruntime-win-x64-1.20.0.zip
  • onnxruntime-win-x86-1.20.0.zip

The runtime environment has been modified based on these two versions to include full support.

api-ms-win-core-heap-l2-1-0.dll Missing Issue

Issue: api-ms-win-core-heap-l2-1-0.dll missing on Windows Server 2012 R2 #15025 microsoft/onnxruntime#15025

"Windows builds are not compatible with Windows 8.x in this release. Please use v1.11 for now." Great news! Dependency Walker analysis of onnxruntime.dll v1.11.1 shows no dependency on api-ms-win-core-heap-l2-1-0.dll .

Solution: You can implement the required support for Windows 7 yourself. Detailed instructions are available here: https://github.com/yycmagic/onnxruntime-for-win7

Reference:

To ensure full functionality, several additional adjustments are required.

Sample Application

Sample code and examples can be found here:

Command:

fns_candy_style_transfer.exe <model_path> <input_image_path> <output_image_path> [cpu|cuda|dml]

Modified PE Files and Dependencies

Unsigned PE Files, The following files are unsigned:

  • x64\api-ms-win-core-heap-l2-1-0.dll

  • x64\api-ms-win-core-libraryloader-l1-2-0.dll

  • x64\api-ms-win-core-path-l1-1-0.dll

  • x64\api-ms-win-eventing-provider-l1-1-0.dll

  • x64\fastkn64.dll

  • x64\onnxrt64.dll

  • x64\onnxruntime.dll

  • x86\api-ms-win-core-heap-l2-1-0.dll

  • x86\api-ms-win-core-libraryloader-l1-2-0.dll

  • x86\api-ms-win-core-path-l1-1-0.dll

  • x86\api-ms-win-eventing-provider-l1-1-0.dll

  • x86\fastkn32.dll

  • x86\onnxrt32.dll

  • x86\onnxruntime.dll

Demo Compilation Instructions

  1. Download onnxruntime-win-x64-1.20.0.zip and onnxruntime-win-x86-1.20.0.zip .
  2. Place the files in the project root and extract them.

Directory structure:

onnxruntime-win-1.20.0\demo\fns_candy_style_transfer.sln
onnxruntime-win-x64-1.20.0\include
onnxruntime-win-x86-1.20.0\include
onnxruntime-win-x64-1.20.0.zip
onnxruntime-win-x86-1.20.0.zip
  1. Open fns_candy_style_transfer.sln and build the project.

Build output:

onnxruntime-win-1.20.0\demo\Debug\fns_candy_style_transfer.exe
onnxruntime-win-1.20.0\demo\Debug64\fns_candy_style_transfer.exe
onnxruntime-win-1.20.0\demo\Release\fns_candy_style_transfer.exe
onnxruntime-win-1.20.0\demo\Release64\fns_candy_style_transfer.exe
  1. Run the executable:
fns_candy_style_transfer.exe candy.onnx image.png result.png