diff --git a/.vsts-dotnet-ci.yml b/.vsts-dotnet-ci.yml
index fa7c7a139c..69ff9b9004 100644
--- a/.vsts-dotnet-ci.yml
+++ b/.vsts-dotnet-ci.yml
@@ -18,7 +18,15 @@ phases:
 
 - template: /build/ci/phase-template.yml
   parameters:
-    name: Windows_NT
+    name: Windows_x64
+    buildScript: build.cmd
+    queue:
+      name: Hosted VS2017
+
+- template: /build/ci/phase-template.yml
+  parameters:
+    name: Windows_x86
+    architecture: x86
     buildScript: build.cmd
     queue:
       name: Hosted VS2017
diff --git a/build/ci/phase-template.yml b/build/ci/phase-template.yml
index 69b030db4c..72a2d83051 100644
--- a/build/ci/phase-template.yml
+++ b/build/ci/phase-template.yml
@@ -1,5 +1,6 @@
 parameters:
   name: ''
+  architecture: x64
   buildScript: ''
   queue: {}
 
@@ -8,6 +9,7 @@ phases:
     variables:
       _buildScript: ${{ parameters.buildScript }}
       _phaseName: ${{ parameters.name }}
+      _arch: ${{ parameters.architecture }}
     queue:
       parallel: 99
       matrix:
@@ -17,7 +19,7 @@ phases:
           _configuration: Release
       ${{ insert }}: ${{ parameters.queue }}
     steps:
-    - script: $(_buildScript) -$(_configuration)
+    - script: $(_buildScript) -$(_configuration) -buildArch=$(_arch)
       displayName: Build
     - ${{ if eq(parameters.name, 'MacOS') }}:
       - script: brew install libomp
diff --git a/init-tools.cmd b/init-tools.cmd
index 0e6621ef52..3743cb413d 100644
--- a/init-tools.cmd
+++ b/init-tools.cmd
@@ -12,6 +12,7 @@ set BUILD_TOOLS_PATH=%PACKAGES_DIR%\Microsoft.DotNet.BuildTools\%BUILDTOOLS_VERS
 set INIT_TOOLS_RESTORE_PROJECT=%~dp0init-tools.msbuild
 set BUILD_TOOLS_SEMAPHORE_DIR=%TOOLRUNTIME_DIR%\%BUILDTOOLS_VERSION%
 set BUILD_TOOLS_SEMAPHORE=%BUILD_TOOLS_SEMAPHORE_DIR%\init-tools.completed
+set ARCH=x64
 
 :: if force option is specified then clean the tool runtime and build tools package directory to force it to get recreated
 if [%1]==[force] (
@@ -47,9 +48,17 @@ echo Running %0 > "%INIT_TOOLS_LOG%"
 set /p DOTNET_VERSION=< "%~dp0DotnetCLIVersion.txt"
 if exist "%DOTNET_CMD%" goto :afterdotnetrestore
 
+:Arg_Loop
+if [%1] == [] goto :ArchSet
+if /i [%1] == [x86]         ( set ARCH=x86&&goto ArchSet)
+shift
+goto :Arg_Loop
+
+:ArchSet
+
 echo Installing dotnet cli...
 if NOT exist "%DOTNET_PATH%" mkdir "%DOTNET_PATH%"
-set DOTNET_ZIP_NAME=dotnet-sdk-%DOTNET_VERSION%-win-x64.zip
+set DOTNET_ZIP_NAME=dotnet-sdk-%DOTNET_VERSION%-win-%ARCH%.zip
 set DOTNET_REMOTE_PATH=https://dotnetcli.azureedge.net/dotnet/Sdk/%DOTNET_VERSION%/%DOTNET_ZIP_NAME%
 set DOTNET_LOCAL_PATH=%DOTNET_PATH%%DOTNET_ZIP_NAME%
 echo Installing '%DOTNET_REMOTE_PATH%' to '%DOTNET_LOCAL_PATH%' >> "%INIT_TOOLS_LOG%"
diff --git a/pkg/Microsoft.ML.TensorFlow.Redist/Microsoft.ML.TensorFlow.Redist.nupkgproj b/pkg/Microsoft.ML.TensorFlow.Redist/Microsoft.ML.TensorFlow.Redist.nupkgproj
index 0de839bf08..e5856c63f5 100644
--- a/pkg/Microsoft.ML.TensorFlow.Redist/Microsoft.ML.TensorFlow.Redist.nupkgproj
+++ b/pkg/Microsoft.ML.TensorFlow.Redist/Microsoft.ML.TensorFlow.Redist.nupkgproj
@@ -16,6 +16,6 @@
   <ItemGroup>
     <Content Include="..\common\CommonPackage.props" Pack="true" PackagePath="build\netstandard2.0\$(MSBuildProjectName).props" />
     <Content Include="$(PackageAssetsPath)$(PackageIdFolderName)\LICENSE.txt" Pack="true" PackagePath=".\" />
-    <Content Include="$(PackageAssetsPath)$(PackageIdFolderName)\THIRD_PARTY_NOTICES.txt" Pack="true" PackagePath=".\" />
+    <Content Condition="Exists('$(PackageAssetsPath)$(PackageIdFolderName)\THIRD_PARTY_NOTICES.txt')" Include="$(PackageAssetsPath)$(PackageIdFolderName)\THIRD_PARTY_NOTICES.txt" Pack="true" PackagePath=".\" />
   </ItemGroup>
 </Project>
diff --git a/run.cmd b/run.cmd
index 616c7cc018..ccbe714db8 100644
--- a/run.cmd
+++ b/run.cmd
@@ -11,7 +11,7 @@ set DOTNET_SKIP_FIRST_TIME_EXPERIENCE=1
 set DOTNET_MULTILEVEL_LOOKUP=0
 
 :: Restore the Tools directory
-call "%~dp0init-tools.cmd"
+call "%~dp0init-tools.cmd" %*
 if NOT [%ERRORLEVEL%]==[0] exit /b 1
 
 set _toolRuntime=%~dp0Tools
diff --git a/test/Microsoft.ML.Benchmarks.Tests/BenchmarksTest.cs b/test/Microsoft.ML.Benchmarks.Tests/BenchmarksTest.cs
index 79bbd601da..96f4a6bd8f 100644
--- a/test/Microsoft.ML.Benchmarks.Tests/BenchmarksTest.cs
+++ b/test/Microsoft.ML.Benchmarks.Tests/BenchmarksTest.cs
@@ -39,7 +39,11 @@ public class BenchmarksTest
 
         private ITestOutputHelper Output { get; }
 
+#if DEBUG
         [Fact(Skip = SkipTheDebug)]
+#else
+        [ConditionalFact(typeof(Environment), nameof(Environment.Is64BitProcess))]
+#endif
         public void BenchmarksProjectIsNotBroken()
         {
             var summary = BenchmarkRunner.Run<BenchmarkTouchingNativeDependency>(new TestConfig().With(new OutputLogger(Output)));
diff --git a/test/Microsoft.ML.TestFramework/BaseTestBaseline.cs b/test/Microsoft.ML.TestFramework/BaseTestBaseline.cs
index 4b14152011..64255b9332 100644
--- a/test/Microsoft.ML.TestFramework/BaseTestBaseline.cs
+++ b/test/Microsoft.ML.TestFramework/BaseTestBaseline.cs
@@ -233,6 +233,7 @@ protected void DoNotEverUseInvertPass()
         private static readonly Regex _matchTime = new Regex(@"[0-9]{2}:[0-9]{2}:[0-9]{2}(\.[0-9]+)?", RegexOptions.Compiled);
         private static readonly Regex _matchShortTime = new Regex(@"\([0-9]{2}:[0-9]{2}(\.[0-9]+)?\)", RegexOptions.Compiled);
         private static readonly Regex _matchMemory = new Regex(@"memory usage\(MB\): [0-9]+", RegexOptions.Compiled);
+        private static readonly Regex _matchReservedMemory = new Regex(@": [0-9]+ bytes", RegexOptions.Compiled);
         private static readonly Regex _matchElapsed = new Regex(@"Time elapsed\(s\): [0-9.]+", RegexOptions.Compiled);
         private static readonly Regex _matchTimes = new Regex(@"Instances caching time\(s\): [0-9\.]+", RegexOptions.Compiled);
         private static readonly Regex _matchUpdatesPerSec = new Regex(@", ([0-9\.]+|Infinity)M WeightUpdates/sec", RegexOptions.Compiled);
@@ -281,6 +282,7 @@ protected void Normalize(string path)
                     line = _matchShortTime.Replace(line, "(%Time%)");
                     line = _matchElapsed.Replace(line, "Time elapsed(s): %Number%");
                     line = _matchMemory.Replace(line, "memory usage(MB): %Number%");
+                    line = _matchReservedMemory.Replace(line, ": %Number% bytes");
                     line = _matchTimes.Replace(line, "Instances caching time(s): %Number%");
                     line = _matchUpdatesPerSec.Replace(line, ", %Number%M WeightUpdates/sec");
                     line = _matchParameterT.Replace(line, "=PARAM:/t:%Number%");
diff --git a/test/Microsoft.ML.Tests/ScenariosWithDirectInstantiation/TensorflowTests.cs b/test/Microsoft.ML.Tests/ScenariosWithDirectInstantiation/TensorflowTests.cs
index d8d76527a7..857cd20822 100644
--- a/test/Microsoft.ML.Tests/ScenariosWithDirectInstantiation/TensorflowTests.cs
+++ b/test/Microsoft.ML.Tests/ScenariosWithDirectInstantiation/TensorflowTests.cs
@@ -906,7 +906,7 @@ public void TensorFlowTransformCifarSavedModel()
             }
         }
 
-        [Fact]
+        [ConditionalFact(typeof(Environment), nameof(Environment.Is64BitProcess))]
         public void TensorFlowTransformCifarInvalidShape()
         {
             var model_location = "cifar_model/frozen_model.pb";
diff --git a/test/Microsoft.ML.Tests/TensorFlowEstimatorTests.cs b/test/Microsoft.ML.Tests/TensorFlowEstimatorTests.cs
index 13236d6658..690bd0dd2f 100644
--- a/test/Microsoft.ML.Tests/TensorFlowEstimatorTests.cs
+++ b/test/Microsoft.ML.Tests/TensorFlowEstimatorTests.cs
@@ -183,7 +183,7 @@ public void TestTensorFlowStatic()
             }
         }
 
-        [Fact]
+        [ConditionalFact(typeof(Environment), nameof(Environment.Is64BitProcess))]
         public void TestTensorFlowStaticWithSchema()
         {
             var modelLocation = "cifar_model/frozen_model.pb";