DML 1.7 release notes and samples update (#146)

microsoft · Aug 27, 2021 · f3b444b · f3b444b
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diff --git 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 (Windows 10)                          | Redistributable                                                                           |
 | ---------------------- | ---------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------- | ----------------------------------------------------------------------------------------- |
+| [1.7.0](#directml-170) | [DML_FEATURE_LEVEL_4_1](https://docs.microsoft.com/windows/win32/direct3d12/dml-feature-level-history#dml_feature_level_4_1) | TBD                                                      | [Microsoft.AI.DirectML.1.7.0](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.7.0) |
 | [1.6.0](#directml-160) | [DML_FEATURE_LEVEL_4_0](https://docs.microsoft.com/windows/win32/direct3d12/dml-feature-level-history#dml_feature_level_4_0) | TBD                                                      | [Microsoft.AI.DirectML.1.6.0](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.6.0) |
 | [1.5.1](#directml-151) | [DML_FEATURE_LEVEL_3_1](https://docs.microsoft.com/windows/win32/direct3d12/dml-feature-level-history#dml_feature_level_3_1) | Redistributable only                                     | [Microsoft.AI.DirectML.1.5.1](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.5.1) |
 | [1.5.0](#directml-150) | [DML_FEATURE_LEVEL_3_1](https://docs.microsoft.com/windows/win32/direct3d12/dml-feature-level-history#dml_feature_level_3_1) | Redistributable only                                     | [Microsoft.AI.DirectML.1.5.0](https://www.nuget.org/packages/Microsoft.AI.DirectML/1.5.0) |
@@ -14,6 +15,16 @@ See [DirectML version history on MSDN](https://docs.microsoft.com/windows/win32/
 | [1.1.0](#directml-110) | [DML_FEATURE_LEVEL_2_0](https://docs.microsoft.com/windows/win32/direct3d12/dml-feature-level-history#dml_feature_level_2_0) | Version 2004 (Build 10.0.19041; 20H1, "May 2020 Update") | -                                                                                         |
 | [1.0.0](#directml-100) | [DML_FEATURE_LEVEL_1_0](https://docs.microsoft.com/windows/win32/direct3d12/dml-feature-level-history#dml_feature_level_1_0) | Version 1903 (Build 10.0.18362; 19H1, "May 2019 Update") | -                                                                                         |
 
+# DirectML 1.7.0
+
+- Introduces [DML_FEATURE_LEVEL_4_1](https://docs.microsoft.com/windows/win32/direct3d12/dml-feature-level-history#dml_feature_level_4_1)
+  - Adds 3 new operators: 
+    - DML_OPERATOR_ROI_ALIGN_GRAD
+    - DML_OPERATOR_BATCH_NORMALIZATION_TRAINING
+    - DML_OPERATOR_BATCH_NORMALIZATION_TRAINING_GRAD
+- Substantial performance improvements for several operators (especially in training scenarios).
+- Bug fixes.
+
 # DirectML 1.6.0
 
 - Introduces [DML_FEATURE_LEVEL_4_0](https://docs.microsoft.com/windows/win32/direct3d12/dml-feature-level-history#dml_feature_level_4_0)

diff --git 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.1.6.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props')" />
   <ItemGroup Label="ProjectConfigurations">
     <ProjectConfiguration Include="Debug|ARM">
       <Configuration>Debug</Configuration>
@@ -559,15 +559,15 @@
   </ItemGroup>
   <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
   <ImportGroup Label="ExtensionTargets">
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+    <Import Project="packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets')" />
     <Import Project="packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets" Condition="Exists('packages\WinPixEventRuntime.1.0.210209001\build\WinPixEventRuntime.targets')" />
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   <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
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       <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
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-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props'))" />
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+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets'))" />
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diff --git a/Samples/DirectMLSuperResolution/DirectMLXSuperResolution.vcxproj b/Samples/DirectMLSuperResolution/DirectMLXSuperResolution.vcxproj
@@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="utf-8"?>
 <Project DefaultTargets="Build" ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
-  <Import Project="packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props')" />
   <ItemGroup Label="ProjectConfigurations">
     <ProjectConfiguration Include="Debug|ARM">
       <Configuration>Debug</Configuration>
@@ -562,14 +562,14 @@
   <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
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     <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.1.6.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets')" />
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-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets'))" />
   </Target>
 </Project>
diff --git 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="1.6.0" targetFramework="native" />
+  <package id="Microsoft.AI.DirectML" version="1.7.0" targetFramework="native" />
   <package id="WinPixEventRuntime" version="1.0.210209001" targetFramework="native" />
 </packages>
diff --git 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.1.6.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props')" />
   <ItemGroup Label="ProjectConfigurations">
     <ProjectConfiguration Include="Debug|ARM">
       <Configuration>Debug</Configuration>
@@ -354,13 +354,13 @@
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   <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
   <ImportGroup Label="ExtensionTargets">
-    <Import Project="packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets')" />
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   <Target Name="EnsureNuGetPackageBuildImports" BeforeTargets="PrepareForBuild">
     <PropertyGroup>
       <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
     </PropertyGroup>
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props'))" />
-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets'))" />
   </Target>
 </Project>
diff --git a/Samples/HelloDirectML/HelloDirectMLX.vcxproj b/Samples/HelloDirectML/HelloDirectMLX.vcxproj
@@ -1,6 +1,6 @@
 <?xml version="1.0" encoding="utf-8"?>
 <Project DefaultTargets="Build" ToolsVersion="15.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003">
-  <Import Project="packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props')" />
   <ItemGroup Label="ProjectConfigurations">
     <ProjectConfiguration Include="Debug|ARM">
       <Configuration>Debug</Configuration>
@@ -354,13 +354,13 @@
   </ItemDefinitionGroup>
   <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" />
   <ImportGroup Label="ExtensionTargets">
-    <Import Project="packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.7.0\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>
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-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets'))" />
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diff --git a/Samples/HelloDirectML/packages.config b/Samples/HelloDirectML/packages.config
@@ -1,4 +1,4 @@
 <?xml version="1.0" encoding="utf-8"?>
 <packages>
-  <package id="Microsoft.AI.DirectML" version="1.6.0" targetFramework="native" />
+  <package id="Microsoft.AI.DirectML" version="1.7.0" targetFramework="native" />
 </packages>
diff --git 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="1.6.0" targetFramework="native" />
+  <package id="Microsoft.AI.DirectML" version="1.7.0" targetFramework="native" />
   <package id="WinPixEventRuntime" version="1.0.210209001" targetFramework="native" />
 </packages>
diff --git 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.1.6.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.props')" />
+  <Import Project="packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props" Condition="Exists('packages\Microsoft.AI.DirectML.1.7.0\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.1.6.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets')" />
+    <Import Project="packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets" Condition="Exists('packages\Microsoft.AI.DirectML.1.7.0\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\. $(OutDir)data</Command>
       <ErrorText>This project references NuGet package(s) that are missing on this computer. Use NuGet Package Restore to download them.  For more information, see http://go.microsoft.com/fwlink/?LinkID=322105. The missing file is {0}.</ErrorText>
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-    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.6.0\build\Microsoft.AI.DirectML.targets'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.props'))" />
+    <Error Condition="!Exists('packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets')" Text="$([System.String]::Format('$(ErrorText)', 'packages\Microsoft.AI.DirectML.1.7.0\build\Microsoft.AI.DirectML.targets'))" />
   </Target>
 </Project>