Update readme, samples, and tools to DML 1.12.0 (#455)

2023-05-18 15:24:45 -07:00 · 2023-05-18 15:24:45 -07:00 · 52e2442065
--- a/DxDispatch/CMakeLists.txt
+++ b/DxDispatch/CMakeLists.txt
@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.18)
-project(dxdispatch VERSION 0.15.0 LANGUAGES CXX)
+project(dxdispatch VERSION 0.15.1 LANGUAGES CXX)

 # ==============================================================================
 # External Libraries/Helpers
--- a/DxDispatch/README.md
+++ b/DxDispatch/README.md
@ -90,7 +90,7 @@ DxDispatch tries to depend on pre-built redistributable versions of its external
 </table>

 The default redistributable versions of components (e.g. nuget, archives):
- **DirectML (nuget)**: [Microsoft.AI.DirectML (1.11.0)](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.11.0) - 2023/05/08
+- **DirectML (nuget)**: [Microsoft.AI.DirectML (1.12.0)](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.12.0) - 2023/05/18
 - **Direct3D 12 (nuget)**: [Microsoft.Direct3D.D3D12 (1.610.2)](https://www.nuget.org/packages/Microsoft.Direct3D.D3D12/1.610.2) -  2023/04/20
 - **DX Compiler (archive)**: [December 2022 (v1.7.2212.1)](https://github.com/microsoft/DirectXShaderCompiler/releases/tag/v1.7.2212.1) - 2023/03/02
 - **PIX Event Runtime (nuget)**: [WinPixEventRuntime (1.0.230302001)](https://www.nuget.org/packages/WinPixEventRuntime/1.0.230302001) - 2023/03/02
--- a/DxDispatch/cmake/directml.cmake
+++ b/DxDispatch/cmake/directml.cmake
@ -52,13 +52,13 @@ function(init_directml_cache_variables prefix)

    # <PREFIX>_DIRECTML_NUGET_VERSION
    set(${prefix}_DIRECTML_NUGET_VERSION
-        1.11.0
+        1.12.0
        CACHE STRING "Version of the DirectML NuGet package (TYPE == nuget)."
    )

    # <PREFIX>_DIRECTML_NUGET_HASH
    set(${prefix}_DIRECTML_NUGET_HASH 
-        825393A5B9C6F31AC6941E0929292B983665AA379B479B27D7D83F3C0A7AFA9D
+        B754C3A4DC05DBF7F3488F96EF2F24695A927373C0FFD64E4A1B0160A12EB463
        CACHE STRING "SHA256 hash of the DirectML NuGet package (TYPE == nuget)."
    )

--- a/Releases.md
+++ b/Releases.md
@ -4,6 +4,7 @@ See [DirectML version history on MSDN](https://docs.microsoft.com/windows/win32/

 | Version                  | Feature level                                                                                                            | First available in OS                                             | Redistributable                                                                             |
 | ------------------------ | ------------------------------------------------------------------------------------------------------------------------ | ----------------------------------------------------------------- | ------------------------------------------------------------------------------------------- |
+| [1.12.0](#directml-1120) | [DML_FEATURE_LEVEL_6_1](https://learn.microsoft.com/windows/ai/directml/dml-feature-level-history#dml_feature_level_6_1) | TBD                                                               | [Microsoft.AI.DirectML.1.12.0](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.12.0) |
 | [1.11.0](#directml-1110) | [DML_FEATURE_LEVEL_6_0](https://learn.microsoft.com/windows/ai/directml/dml-feature-level-history#dml_feature_level_6_0) | TBD                                                               | [Microsoft.AI.DirectML.1.11.0](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.11.0) |
 | [1.10.1](#directml-1101) | [DML_FEATURE_LEVEL_5_2](https://learn.microsoft.com/windows/ai/directml/dml-feature-level-history#dml_feature_level_5_2) | TBD                                                               | [Microsoft.AI.DirectML.1.10.1](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.10.1) |
 | [1.10.0](#directml-1100) | [DML_FEATURE_LEVEL_5_2](https://learn.microsoft.com/windows/ai/directml/dml-feature-level-history#dml_feature_level_5_2) | TBD                                                               | [Microsoft.AI.DirectML.1.10.0](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.10.0) |
@ -23,6 +24,12 @@ See [DirectML version history on MSDN](https://docs.microsoft.com/windows/win32/
 | [1.1.0](#directml-110)   | [DML_FEATURE_LEVEL_2_0](https://learn.microsoft.com/windows/ai/directml/dml-feature-level-history#dml_feature_level_2_0) | Windows 10 May 2020 Update, Version 2004 (Build 10.0.19041, 20H1) | -                                                                                           |
 | [1.0.0](#directml-100)   | [DML_FEATURE_LEVEL_1_0](https://learn.microsoft.com/windows/ai/directml/dml-feature-level-history#dml_feature_level_1_0) | Windows 10 May 2019 Update, Version 1903 (Build 10.0.18362; 19H1) | -                                                                                           |

+# DirectML 1.12.0
+
+- Introduced DML_FEATURE_LEVEL 6.1
+  - Added DML_OPERATOR_MULTIHEAD_ATTENTION.
+  - Added DML_OPERATOR_ACTIVATION_SOFTMAX and DML_OPERATOR_ACTIVATION_SOFTMAX1 to the list of fusable activations for DML_OPERATOR_GEMM.
+
 # DirectML 1.11.0

 - Introduced DML_FEATURE_LEVEL 6.0
--- a/Samples/DirectMLSuperResolution/DirectMLSuperResolution.vcxproj
+++ b/Samples/DirectMLSuperResolution/DirectMLSuperResolution.vcxproj
@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="utf-8"?>
 <Project DefaultTargets="Build" ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
-  <Import Project="packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props')" />
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|ARM">
      <Configuration>Debug</Configuration>
@ -560,14 +560,14 @@
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
  <ImportGroup Label="ExtensionTargets">
    <Import Project="packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets" Condition="Exists('packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets')" />
-    <Import Project="packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets')" />
  </ImportGroup>
  <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
    <PropertyGroup>
      <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
    </PropertyGroup>
    <Error Condition="!Exists('packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets'))" />
  </Target>
 </Project>
--- a/Samples/DirectMLSuperResolution/DirectMLXSuperResolution.vcxproj
+++ b/Samples/DirectMLSuperResolution/DirectMLXSuperResolution.vcxproj
@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="utf-8"?>
 <Project DefaultTargets="Build" ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
-  <Import Project="packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props')" />
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|ARM">
      <Configuration>Debug</Configuration>
@ -562,14 +562,14 @@
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
  <ImportGroup Label="ExtensionTargets">
    <Import Project="packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets" Condition="Exists('packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets')" />
-    <Import Project="packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets')" />
  </ImportGroup>
  <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
    <PropertyGroup>
      <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
    </PropertyGroup>
    <Error Condition="!Exists('packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets'))" />
  </Target>
 </Project>
--- a/Samples/DirectMLSuperResolution/packages.config
+++ b/Samples/DirectMLSuperResolution/packages.config
@ -1,5 +1,5 @@
 <?xml version="1.0" encoding="utf-8"?>
 <packages>
-  <package id="Microsoft.AI.DirectML" version="1.11.0" targetFramework="native" />
+  <package id="Microsoft.AI.DirectML" version="1.12.0" targetFramework="native" />
  <package id="WinPixEventRuntime" version="1.0.210209001" targetFramework="native" />
 </packages>
--- a/Samples/HelloDirectML/HelloDirectML.vcxproj
+++ b/Samples/HelloDirectML/HelloDirectML.vcxproj
@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="utf-8"?>
 <Project DefaultTargets="Build" ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
-  <Import Project="packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props')" />
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|ARM">
      <Configuration>Debug</Configuration>
@ -436,14 +436,14 @@
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
  <ImportGroup Label="ExtensionTargets">
    <Import Project="packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets" Condition="Exists('packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets')" />
-    <Import Project="packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets')" />
  </ImportGroup>
  <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
    <PropertyGroup>
      <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
    </PropertyGroup>
    <Error Condition="!Exists('packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets'))" />
  </Target>
 </Project>
--- a/Samples/HelloDirectML/HelloDirectMLX.vcxproj
+++ b/Samples/HelloDirectML/HelloDirectMLX.vcxproj
@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="utf-8"?>
 <Project DefaultTargets="Build" ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
-  <Import Project="packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props')" />
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|ARM">
      <Configuration>Debug</Configuration>
@ -436,14 +436,14 @@
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
  <ImportGroup Label="ExtensionTargets">
    <Import Project="packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets" Condition="Exists('packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets')" />
-    <Import Project="packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets')" />
  </ImportGroup>
  <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
    <PropertyGroup>
      <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
    </PropertyGroup>
    <Error Condition="!Exists('packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets'))" />
  </Target>
 </Project>
--- a/Samples/HelloDirectML/packages.config
+++ b/Samples/HelloDirectML/packages.config
@ -1,5 +1,5 @@
 <?xml version="1.0" encoding="utf-8"?>
 <packages>
-  <package id="Microsoft.AI.DirectML" version="1.11.0" targetFramework="native" />
+  <package id="Microsoft.AI.DirectML" version="1.12.0" targetFramework="native" />
  <package id="Microsoft.Windows.ImplementationLibrary" version="1.0.220914.1" targetFramework="native" />
 </packages>
--- a/Samples/yolov4/packages.config
+++ b/Samples/yolov4/packages.config
@ -1,5 +1,5 @@
 <?xml version="1.0" encoding="utf-8"?>
 <packages>
-  <package id="Microsoft.AI.DirectML" version="1.11.0" targetFramework="native" />
+  <package id="Microsoft.AI.DirectML" version="1.12.0" targetFramework="native" />
  <package id="WinPixEventRuntime" version="1.0.210209001" targetFramework="native" />
 </packages>
--- a/Samples/yolov4/yolov4.vcxproj
+++ b/Samples/yolov4/yolov4.vcxproj
@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="utf-8"?>
 <Project DefaultTargets="Build" ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
-  <Import Project="packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props')" />
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|ARM">
      <Configuration>Debug</Configuration>
@ -566,7 +566,7 @@ copy $(ProjectDir)data\. $(OutDir)data</Command>
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
  <ImportGroup Label="ExtensionTargets">
    <Import Project="packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets" Condition="Exists('packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets')" />
-    <Import Project="packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets')" />
  </ImportGroup>
  <Target Name="DownloadContentFiles" BeforeTargets="PrepareForBuild" Condition="!Exists('Data\yolov4.weights')">
    <DownloadFile SourceUrl="https://github.com/AlexeyAB/darknet/releases/download/darknet_yolo_v3_optimal/yolov4.weights" DestinationFolder="$(MSBuildProjectDirectory)\Data">
@ -578,7 +578,7 @@ copy $(ProjectDir)data\. $(OutDir)data</Command>
      <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
    </PropertyGroup>
    <Error Condition="!Exists('packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.11.0\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.12.0\build\Microsoft.AI.DirectML.targets'))" />
  </Target>
 </Project>