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Allow CpuMath to reference C# Hardware Intrinsics APIs. (#542)
* Allow CpuMath to reference C# Hardware Intrinsics APIs. Need to multi-target CpuMath for netstandard and netcoreapp3.0. Also, since we are going to move CpuMath into its own NuGet package, remove the dependency from CpuMath to the ML.Core project. Add a build parameter to enable building against .NET Core 3.0's Runtime Intrinsics APIs. Fix #534 * Respond to PR feedback.
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‎Directory.Build.props‎

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<PropertyGroup>
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<RestoreSources>
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https://api.nuget.org/v3/index.json;
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https://dotnet.myget.org/F/dotnet-core/api/v3/index.json;
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</RestoreSources>
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</PropertyGroup>
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<!-- Common repo directories -->
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<PropertyGroup>
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<RepoRoot>$(MSBuildThisFileDirectory)</RepoRoot>
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<SourceDir>$(RepoRoot)src/</SourceDir>
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<PkgDir>$(RepoRoot)pkg/</PkgDir>
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<!-- Output directories -->
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<BinDir Condition="'$(BinDir)'==''">$(RepoRoot)bin/</BinDir>

‎Microsoft.ML.sln‎

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‎pkg/Microsoft.ML.CpuMath/Microsoft.ML.CpuMath.nupkgproj‎

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<Project Sdk="Microsoft.NET.Sdk" DefaultTargets="Pack">
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<PropertyGroup>
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<TargetFramework Condition="'$(UseIntrinsics)' != 'true'">netstandard2.0</TargetFramework>
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<TargetFrameworks Condition="'$(UseIntrinsics)' == 'true'">netstandard2.0;netcoreapp3.0</TargetFrameworks>
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<PackageDescription>Microsoft.ML.CpuMath contains optimized math routines for ML.NET.</PackageDescription>
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</PropertyGroup>
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<ItemGroup Condition="'$(TargetFramework)' == 'netcoreapp3.0'">
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<!-- This is only needed until https://github.com/dotnet/corefx/issues/31064 is addressed. -->
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<PackageReference Include="System.Runtime.Intrinsics.Experimental" Version="4.6.0-preview1-26708-04" />
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</ItemGroup>
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</Project>

‎pkg/Microsoft.ML.CpuMath/Microsoft.ML.CpuMath.symbols.nupkgproj‎

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<Project DefaultTargets="Pack">
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<Import Project="Microsoft.ML.CpuMath.nupkgproj" />
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</Project>

‎pkg/Microsoft.ML/Microsoft.ML.nupkgproj‎

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</PropertyGroup>
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<ItemGroup>
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<ProjectReference Include="../Microsoft.ML.CpuMath/Microsoft.ML.CpuMath.nupkgproj" />
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<PackageReference Include="Newtonsoft.Json" Version="$(NewtonsoftJsonPackageVersion)" />
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<PackageReference Include="System.Reflection.Emit.Lightweight" Version="$(SystemReflectionEmitLightweightPackageVersion)" />
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<PackageReference Include="System.Threading.Tasks.Dataflow" Version="$(SystemThreadingTasksDataflowPackageVersion)" />

‎pkg/_._‎

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‎src/Microsoft.ML.CpuMath/Microsoft.ML.CpuMath.csproj‎

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<Project Sdk="Microsoft.NET.Sdk">
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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<TargetFramework>netstandard2.0</TargetFramework>
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<IncludeInPackage>Microsoft.ML</IncludeInPackage>
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<Configurations>Debug;Release;Debug-Intrinsics;Release-Intrinsics</Configurations>
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<UseIntrinsics Condition="'$(UseIntrinsics)' == ''">$(Configuration.EndsWith('-Intrinsics'))</UseIntrinsics>
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<TargetFramework Condition="'$(UseIntrinsics)' != 'true'">netstandard2.0</TargetFramework>
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<TargetFrameworks Condition="'$(UseIntrinsics)' == 'true'">netstandard2.0;netcoreapp3.0</TargetFrameworks>
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<IncludeInPackage>Microsoft.ML.CpuMath</IncludeInPackage>
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<AllowUnsafeBlocks>true</AllowUnsafeBlocks>
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<DefineConstants>CORECLR</DefineConstants>
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<DefineConstants>$(DefineConstants);CORECLR;PRIVATE_CONTRACTS</DefineConstants>
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</PropertyGroup>
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<ItemGroup>
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<ProjectReference Include="..\Microsoft.ML.Core\Microsoft.ML.Core.csproj" />
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<Compile Include="..\Microsoft.ML.Core\Utilities\Contracts.cs" />
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</ItemGroup>
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<ItemGroup Condition="'$(TargetFramework)' == 'netcoreapp3.0'">
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<!-- This is only needed until https://github.com/dotnet/corefx/issues/31064 is addressed. -->
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<PackageReference Include="System.Runtime.Intrinsics.Experimental" Version="4.6.0-preview1-26708-04" />
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</ItemGroup>
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</Project>

‎src/Native/build.proj‎

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<Import Project="$([MSBuild]::GetDirectoryNameOfFileAbove($(MSBuildThisFileDirectory), Directory.Build.props))\Directory.Build.props" />
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<!-- Target that builds all the native binaries in the Native folder -->
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<Target Name="Build" DependsOnTargets="BuildNativeUnix;BuildNativeWindows;PreparePackageAssets" />
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<Target Name="Build" DependsOnTargets="BuildNativeUnix;BuildNativeWindows;PreparePackageAssets" />
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<PropertyGroup>
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<PlaceholderFile>$(PkgDir)_._</PlaceholderFile>
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</PropertyGroup>
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<PropertyGroup Condition="'$(OS)' != 'Windows_NT'">
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<GenerateVersionSourceFile>true</GenerateVersionSourceFile>
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<NativeVersionSourceFile>$(BaseIntermediateOutputPath)version.c</NativeVersionSourceFile>
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<PackageRid>$(PackageRid)-$(TargetArchitecture)</PackageRid>
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</PropertyGroup>
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<ItemGroup>
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<ItemGroup Condition="'$(UseIntrinsics)' != 'true'">
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<NativePackageAsset Include="$(NativeAssetsBuiltPath)\$(NativeLibPrefix)CpuMathNative$(NativeLibExtension)"
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RelativePath="Microsoft.ML\runtimes\$(PackageRid)\native" />
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RelativePath="Microsoft.ML.CpuMath\runtimes\$(PackageRid)\native" />
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</ItemGroup>
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<ItemGroup Condition="'$(UseIntrinsics)' == 'true'">
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<NativePackageAsset Include="$(NativeAssetsBuiltPath)\$(NativeLibPrefix)CpuMathNative$(NativeLibExtension)"
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RelativePath="Microsoft.ML.CpuMath\runtimes\$(PackageRid)\nativeassets\netstandard2.0" />
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<NativePackageAsset Include="$(PlaceholderFile)"
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RelativePath="Microsoft.ML.CpuMath\runtimes\$(PackageRid)\nativeassets\netcoreapp3.0" />
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</ItemGroup>
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<ItemGroup>
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<NativePackageAsset Include="$(NativeAssetsBuiltPath)\$(NativeLibPrefix)FastTreeNative$(NativeLibExtension)"
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RelativePath="Microsoft.ML\runtimes\$(PackageRid)\native" />
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<NativePackageAsset Include="$(NativeAssetsBuiltPath)\$(NativeLibPrefix)LdaNative$(NativeLibExtension)"
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<NativePackageAsset Include="$(NativeAssetsBuiltPath)\$(NativeLibPrefix)LdaNative$(NativeLibExtension)"
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RelativePath="Microsoft.ML\runtimes\$(PackageRid)\native" />
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<NativePackageAsset Include="$(NativeAssetsBuiltPath)\$(NativeLibPrefix)FactorizationMachineNative$(NativeLibExtension)"
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RelativePath="Microsoft.ML\runtimes\$(PackageRid)\native" />
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</ItemGroup>
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<ItemGroup>
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<NativePackageAsset Condition="'$(OS)' == 'Windows_NT' OR '$(StripNativeSymbols)' == 'True'"
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<NativePackageAsset Condition="('$(OS)' == 'Windows_NT' OR '$(StripNativeSymbols)' == 'True')
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AND '%(NativePackageAsset.Identity)' != '$(PlaceholderFile)'"
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Include="@(NativePackageAsset->'%(RootDir)%(Directory)%(Filename)$(NativeLibSymbolExtension)')" />
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</ItemGroup>
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