diff --git a/csharp/sample/InferenceSample/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.Android/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.Android.csproj b/csharp/sample/InferenceSample/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.Android/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.Android.csproj
index ec9e60710f..5fa0349e0f 100644
--- a/csharp/sample/InferenceSample/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.Android/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.Android.csproj
+++ b/csharp/sample/InferenceSample/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.Android/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.Android.csproj
@@ -100,7 +100,7 @@
     </ProjectReference>
   </ItemGroup>
   <ItemGroup>
-    <PackageReference Include="System.Memory" Version="4.5.3" IncludeAssets="None" />
+    <PackageReference Include="System.Memory" Version="4.5.5" IncludeAssets="None" />
     <AndroidNativeLibrary Condition=" Exists('..\..\..\..\build\Android\arm64-v8a\Release\libonnxruntime.so') " Include="..\..\..\..\build\Android\arm64-v8a\Release\libonnxruntime.so">
       <Link>libs\arm64-v8a\libonnxruntime.so</Link>
     </AndroidNativeLibrary>
@@ -115,4 +115,4 @@
     </AndroidNativeLibrary>
   </ItemGroup>
   <Import Project="$(MSBuildExtensionsPath)\Xamarin\Android\Xamarin.Android.CSharp.targets" />
-</Project>
\ No newline at end of file
+</Project>
diff --git a/csharp/sample/InferenceSample/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.iOS/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.iOS.csproj b/csharp/sample/InferenceSample/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.iOS/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.iOS.csproj
index ce261096c1..1b50a2842f 100644
--- a/csharp/sample/InferenceSample/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.iOS/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.iOS.csproj
+++ b/csharp/sample/InferenceSample/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.iOS/Microsoft.ML.OnnxRuntime.InferenceSample.Forms.iOS.csproj
@@ -147,7 +147,7 @@
     </ProjectReference>
   </ItemGroup>
   <ItemGroup>
-    <PackageReference Include="System.Memory" Version="4.5.3" IncludeAssets="None" />
+    <PackageReference Include="System.Memory" Version="4.5.5" IncludeAssets="None" />
     <NativeReference Condition=" '$(Platform)' == 'iPhoneSimulator' And Exists('$(OnnxNativeFrameworkPathSimulator)') " Include="$(OnnxNativeFrameworkPathSimulator)">
       <Kind>Framework</Kind>
       <ForceLoad>True</ForceLoad>
@@ -160,4 +160,4 @@
     </NativeReference>
   </ItemGroup>
   <Import Project="$(MSBuildExtensionsPath)\Xamarin\iOS\Xamarin.iOS.CSharp.targets" />
-</Project>
\ No newline at end of file
+</Project>
diff --git a/csharp/src/Microsoft.ML.OnnxRuntime/Microsoft.ML.OnnxRuntime.csproj b/csharp/src/Microsoft.ML.OnnxRuntime/Microsoft.ML.OnnxRuntime.csproj
index 3c9f5cf674..29ccf55f08 100644
--- a/csharp/src/Microsoft.ML.OnnxRuntime/Microsoft.ML.OnnxRuntime.csproj
+++ b/csharp/src/Microsoft.ML.OnnxRuntime/Microsoft.ML.OnnxRuntime.csproj
@@ -331,13 +331,13 @@
   </ItemGroup>
 
   <ItemGroup Condition="$(TargetFramework.StartsWith('netstandard'))">
-    <PackageReference Include="System.Memory" Version="4.5.3" />
+    <PackageReference Include="System.Memory" Version="4.5.5" />
     <PackageReference Include="Microsoft.SourceLink.GitHub" Version="1.0.0" PrivateAssets="All" />
     <Compile Include="**\*.netstandard.cs" Link="platform\netstandard\%(Filename)%(Extension)" />
   </ItemGroup>
 
   <ItemGroup Condition=" $(TargetFramework.StartsWith('net')) AND !$(TargetFramework.StartsWith('netstandard')) ">
-    <PackageReference Include="System.Memory" Version="4.5.3" />
+    <PackageReference Include="System.Memory" Version="4.5.5" />
     <PackageReference Include="Microsoft.SourceLink.GitHub" Version="1.0.0" PrivateAssets="All" />
     <Compile Include="**\*.net.cs" Link="platform\net\%(Filename)%(Extension)" />
   </ItemGroup>
diff --git a/csharp/test/Microsoft.ML.OnnxRuntime.Tests.Droid/Microsoft.ML.OnnxRuntime.Tests.Droid.csproj b/csharp/test/Microsoft.ML.OnnxRuntime.Tests.Droid/Microsoft.ML.OnnxRuntime.Tests.Droid.csproj
index 020a4745e2..1185503258 100644
--- a/csharp/test/Microsoft.ML.OnnxRuntime.Tests.Droid/Microsoft.ML.OnnxRuntime.Tests.Droid.csproj
+++ b/csharp/test/Microsoft.ML.OnnxRuntime.Tests.Droid/Microsoft.ML.OnnxRuntime.Tests.Droid.csproj
@@ -151,7 +151,7 @@
     </ProjectReference>
   </ItemGroup>
   <ItemGroup>
-    <PackageReference Include="System.Memory" Version="4.5.3" IncludeAssets="None" />
+    <PackageReference Include="System.Memory" Version="4.5.5" IncludeAssets="None" />
     <AndroidNativeLibrary Condition=" Exists('..\..\..\build\Android\arm64-v8a\Release\libonnxruntime.so') " Include="..\..\..\build\Android\arm64-v8a\Release\libonnxruntime.so">
       <Link>libs\arm64-v8a\libonnxruntime.so</Link>
     </AndroidNativeLibrary>
@@ -173,4 +173,4 @@
     <Target Name="AfterBuild">
     </Target>
   -->
-</Project>
\ No newline at end of file
+</Project>
diff --git a/csharp/test/Microsoft.ML.OnnxRuntime.Tests.iOS/Microsoft.ML.OnnxRuntime.Tests.iOS.csproj b/csharp/test/Microsoft.ML.OnnxRuntime.Tests.iOS/Microsoft.ML.OnnxRuntime.Tests.iOS.csproj
index 6df666f25c..352de5db00 100644
--- a/csharp/test/Microsoft.ML.OnnxRuntime.Tests.iOS/Microsoft.ML.OnnxRuntime.Tests.iOS.csproj
+++ b/csharp/test/Microsoft.ML.OnnxRuntime.Tests.iOS/Microsoft.ML.OnnxRuntime.Tests.iOS.csproj
@@ -103,7 +103,7 @@
     <PackageReference Include="Xamarin.Forms">
       <Version>5.0.0.2083</Version>
     </PackageReference>
-    <PackageReference Include="System.Memory" Version="4.5.3" IncludeAssets="None" />
+    <PackageReference Include="System.Memory" Version="4.5.5" IncludeAssets="None" />
     <PackageReference Include="Xamarin.TestCloud.Agent">
       <Version>0.22.2</Version>
     </PackageReference>
@@ -205,4 +205,4 @@
     </ProjectReference>
   </ItemGroup>
   <Import Project="$(MSBuildExtensionsPath)\Xamarin\iOS\Xamarin.iOS.CSharp.targets" />
-</Project>
\ No newline at end of file
+</Project>
diff --git a/tools/ci_build/github/azure-pipelines/win-gpu-ci-pipeline.yml b/tools/ci_build/github/azure-pipelines/win-gpu-ci-pipeline.yml
index ab0a8f8f00..6f4386df60 100644
--- a/tools/ci_build/github/azure-pipelines/win-gpu-ci-pipeline.yml
+++ b/tools/ci_build/github/azure-pipelines/win-gpu-ci-pipeline.yml
@@ -69,7 +69,7 @@ stages:
 - stage: dml
   dependsOn: []
   jobs:
-    - template: templates/win-ci-vs-2019.yml
+    - template: templates/jobs/win-ci-vs-2022-job.yml
       parameters:
         BuildConfig: 'RelWithDebInfo'
         EnvSetupScript: setup_env.bat
@@ -82,7 +82,7 @@ stages:
         RunStaticCodeAnalysis: false
         ORT_EP_NAME: DML
         WITH_CACHE: true
-        MachinePool: onnxruntime-Win2019-GPU-dml-A10
+        MachinePool: onnxruntime-Win2022-GPU-dml-A10
 
 - stage: kernelDocumentation
   dependsOn: []