Update samples, docs and release notes for DirectML 1.15.0 (#605)

* Update samples, docs and release notes * update notes * Spelling/consistency * nit * CR feedback * remove fusedmatmul callout * update hash --------- Co-authored-by: Sheil Kumar <sheilk@microsoft.com>
2024-07-10 08:02:51 -07:00 · 2024-07-10 08:02:51 -07:00 · 72ad224f0b
--- a/DxDispatch/CMakeLists.txt
+++ b/DxDispatch/CMakeLists.txt
@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.19)
-project(dxdispatch VERSION 0.18.0 LANGUAGES CXX)
+project(dxdispatch VERSION 0.18.1 LANGUAGES CXX)

 # ==============================================================================
 # External Libraries/Helpers
--- a/DxDispatch/cgmanifest.json
+++ b/DxDispatch/cgmanifest.json
@ -24,7 +24,7 @@
        "type": "nuget",
        "nuget": {
          "name": "Microsoft.AI.DirectML",
-          "version": "1.13.1"
+          "version": "1.15.0"
        }
      }
    },
--- a/DxDispatch/cmake/directml.cmake
+++ b/DxDispatch/cmake/directml.cmake
@ -48,13 +48,13 @@ function(init_directml_cache_variables prefix)

    # <PREFIX>_DIRECTML_NUGET_VERSION
    set(${prefix}_DIRECTML_NUGET_VERSION
-        1.14.2
+        1.15.0
        CACHE STRING "Version of the DirectML NuGet package (TYPE == nuget)."
    )

    # <PREFIX>_DIRECTML_NUGET_HASH
    set(${prefix}_DIRECTML_NUGET_HASH 
-        09253C0FB45E8A03313B6EB41ABD21A5607B8996B63AAE4A93A420EA1E5BD1AB
+        10d175f8e97447712b3680e3ac020bbb8eafdf651332b48f09ffee2eec801c23
        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                                                                             |
 | ------------------------ | ------------------------------------------------------------------------------------------------------------------------ | ----------------------------------------------------------------- | ------------------------------------------------------------------------------------------- |
+| [1.15.0](#directml-1150) | [DML_FEATURE_LEVEL_6_4](https://learn.microsoft.com/windows/ai/directml/dml-feature-level-history#dml_feature_level_6_4) | TBD                                                               | [Microsoft.AI.DirectML.1.15.0](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.15.0) |
 | [1.13.1](#directml-1131) | [DML_FEATURE_LEVEL_6_2](https://learn.microsoft.com/windows/ai/directml/dml-feature-level-history#dml_feature_level_6_2) | TBD                                                               | [Microsoft.AI.DirectML.1.13.1](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.13.1) |
 | [1.13.0](#directml-1130) | [DML_FEATURE_LEVEL_6_2](https://learn.microsoft.com/windows/ai/directml/dml-feature-level-history#dml_feature_level_6_2) | TBD                                                               | [Microsoft.AI.DirectML.1.13.0](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.13.0) |
 | [1.12.1](#directml-1121) | [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.1.12.1](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.12.1) |
@ -27,6 +28,38 @@ 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 1.15.0
+- Introduced DML_FEATURE_LEVEL 6.4:
+  - Added 3 new operators:
+    - DML_OPERATOR_RESAMPLE3
+    - DML_OPERATOR_FOLD
+    - DML_OPERATOR_UNFOLD
+  - Updated 3 operators:
+    - DML_OPERATOR_PADDING (updated to accept DML_PADDING_MODE::DML_PADDING_MODE_WRAP)
+    - DML_OPERATOR_PADDING1 (updated to accept DML_PADDING_MODE::DML_PADDING_MODE_WRAP)
+    - DML_OPERATOR_ACTIVATION_SOFTPLUS (updated to allow Steepness < 1)
+
+- Introduced DML_FEATURE_LEVEL 6.3:
+  - Added data type Support:
+    - DML_TENSOR_DATA_TYPE_UINT4
+    - DML_TENSOR_DATA_TYPE_INT4
+  - Added 4 new operators:
+    - DML_OPERATOR_MEAN_VARIANCE_NORMALIZATION2
+    - DML_OPERATOR_MULTIHEAD_ATTENTION1
+    - DML_OPERATOR_QUANTIZE (added with INT4/UINT4 support)
+    - DML_OPERATOR_DEQUANTIZE (added with INT4/UINT4 support)
+
+- Optimizations:
+  - (LLM) Added INT4 Dequantize + GEMM fusion metacommand and DXIL lowerings.
+  - (LLM) Added Multihead Attention fusion
+  - Added Gemm fusion optimizations
+  - (Intel ARC GPU) Fix pooling metacommand calls by driver version
+ 
+Bug fixes:
+  - Swish now produces correct output when invoked with strided input tensors
+  - Intel
+    - (Precision) FP16 GemmWave emulated on FP32
+ 
 # DirectML 1.13.1

 - Fixed performance issues and bugs introduced in the 1.13 release for models that use the Join operator.
--- a/Samples/DirectMLNpuInference/DirectMLNpuInference.vcxproj
+++ b/Samples/DirectMLNpuInference/DirectMLNpuInference.vcxproj
@ -1,7 +1,7 @@
 <?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.MachineLearning.1.17.0\build\native\Microsoft.AI.MachineLearning.props" Condition="Exists('packages\Microsoft.AI.MachineLearning.1.17.0\build\native\Microsoft.AI.MachineLearning.props')" />
-  <Import Project="packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" />
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|ARM">
      <Configuration>Debug</Configuration>
@ -443,7 +443,7 @@
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
  <ImportGroup Label="ExtensionTargets">
    <Import Project="packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets" Condition="Exists('packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets')" />
-    <Import Project="packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets')" />
    <Import Project="packages\Microsoft.AI.MachineLearning.1.17.0\build\native\Microsoft.AI.MachineLearning.targets" Condition="Exists('packages\Microsoft.AI.MachineLearning.1.17.0\build\native\Microsoft.AI.MachineLearning.targets')" />
  </ImportGroup>
  <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
@ -451,8 +451,8 @@
      <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
    </PropertyGroup>
    <Error Condition="!Exists('packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets'))" />
    <Error Condition="!Exists('packages\Microsoft.AI.MachineLearning.1.17.0\build\native\Microsoft.AI.MachineLearning.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.MachineLearning.1.17.0\build\native\Microsoft.AI.MachineLearning.props'))" />
    <Error Condition="!Exists('packages\Microsoft.AI.MachineLearning.1.17.0\build\native\Microsoft.AI.MachineLearning.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.MachineLearning.1.17.0\build\native\Microsoft.AI.MachineLearning.targets'))" />
  </Target>
--- a/Samples/DirectMLNpuInference/packages.config
+++ b/Samples/DirectMLNpuInference/packages.config
@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="utf-8"?>
 <packages>
-  <package id="Microsoft.AI.DirectML" version="1.13.1" targetFramework="native" />
+  <package id="Microsoft.AI.DirectML" version="1.15.0" targetFramework="native" />
  <package id="Microsoft.AI.MachineLearning" version="1.17.0" targetFramework="native" />
  <package id="Microsoft.Windows.ImplementationLibrary" version="1.0.220914.1" targetFramework="native" />
 </packages>
--- a/Samples/DirectMLSuperResolution/DirectMLSuperResolution.vcxproj
+++ b/Samples/DirectMLSuperResolution/DirectMLSuperResolution.vcxproj
@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="utf-8"?>
 <Project DefaultTargets="Build" ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
-  <Import Project="packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" />
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|ARM">
      <Configuration>Debug</Configuration>
@ -560,14 +560,14 @@
  <Import Project="$(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.1.13.1\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\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.1.13.1\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\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.1.13.1\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" />
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|ARM">
      <Configuration>Debug</Configuration>
@ -562,14 +562,14 @@
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
  <ImportGroup Label="ExtensionTargets">
    <Import Project="packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets" Condition="Exists('packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets')" />
-    <Import Project="packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets')" />
  </ImportGroup>
  <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
    <PropertyGroup>
      <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
    </PropertyGroup>
    <Error Condition="!Exists('packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets'))" />
  </Target>
 </Project>
--- a/Samples/DirectMLSuperResolution/packages.config
+++ b/Samples/DirectMLSuperResolution/packages.config
@ -1,5 +1,5 @@
 <?xml version="1.0" encoding="utf-8"?>
 <packages>
-  <package id="Microsoft.AI.DirectML" version="1.13.1" targetFramework="native" />
+  <package id="Microsoft.AI.DirectML" version="1.15.0" targetFramework="native" />
  <package id="WinPixEventRuntime" version="1.0.210209001" targetFramework="native" />
 </packages>
--- a/Samples/HelloDirectML/HelloDirectML.vcxproj
+++ b/Samples/HelloDirectML/HelloDirectML.vcxproj
@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="utf-8"?>
 <Project DefaultTargets="Build" ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
-  <Import Project="packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" />
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|ARM">
      <Configuration>Debug</Configuration>
@ -436,14 +436,14 @@
  <Import Project="$(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.1.13.1\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\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.1.13.1\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\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.1.13.1\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" />
  <ItemGroup Label="ProjectConfigurations">
    <ProjectConfiguration Include="Debug|ARM">
      <Configuration>Debug</Configuration>
@ -436,14 +436,14 @@
  <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
  <ImportGroup Label="ExtensionTargets">
    <Import Project="packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets" Condition="Exists('packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets')" />
-    <Import Project="packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets')" />
  </ImportGroup>
  <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
    <PropertyGroup>
      <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
    </PropertyGroup>
    <Error Condition="!Exists('packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.Windows.ImplementationLibrary.1.0.220914.1\build\native\Microsoft.Windows.ImplementationLibrary.targets'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\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="1.13.1" targetFramework="native" />
+  <package id="Microsoft.AI.DirectML" version="1.15.0" 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="1.13.1" targetFramework="native" />
+  <package id="Microsoft.AI.DirectML" version="1.15.0" 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.1.13.1\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\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.1.13.1\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.15.0\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('$(ErrorText)', 'packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.13.1\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.15.0\build\Microsoft.AI.DirectML.targets'))" />
  </Target>
 </Project>