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Add generic overloads to TensorPrimitives #94555

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Jan 3, 2024
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Add generic overloads to TensorPrimitives #94555

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e4924d4
Add generic overloads to TensorPrimitives
stephentoub Nov 9, 2023
b35c2bb
Disable tests on mono due to Vector128 bug
stephentoub Jan 3, 2024
d179655
Change "Float" to "Single" in various file, type, and member names
stephentoub Jan 3, 2024
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42 changes: 42 additions & 0 deletions src/libraries/System.Numerics.Tensors/ref/System.Numerics.Tensors.netcore.cs
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Expand Up @@ -8,7 +8,49 @@ namespace System.Numerics.Tensors
{
public static partial class TensorPrimitives
{
public static void Abs<T>(System.ReadOnlySpan<T> x, System.Span<T> destination) where T : System.Numerics.INumberBase<T> { }
public static void AddMultiply<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, System.ReadOnlySpan<T> multiplier, System.Span<T> destination) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IMultiplyOperators<T, T, T> { }
public static void AddMultiply<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, T multiplier, System.Span<T> destination) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IMultiplyOperators<T, T, T> { }
public static void AddMultiply<T>(System.ReadOnlySpan<T> x, T y, System.ReadOnlySpan<T> multiplier, System.Span<T> destination) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IMultiplyOperators<T, T, T> { }
public static void Add<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, System.Span<T> destination) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IAdditiveIdentity<T, T> { }
public static void Add<T>(System.ReadOnlySpan<T> x, T y, System.Span<T> destination) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IAdditiveIdentity<T, T> { }
public static void ConvertToHalf(System.ReadOnlySpan<float> source, System.Span<System.Half> destination) { throw null; }
public static void ConvertToSingle(System.ReadOnlySpan<System.Half> source, System.Span<float> destination) { throw null; }
public static void Cosh<T>(System.ReadOnlySpan<T> x, System.Span<T> destination) where T : System.Numerics.IHyperbolicFunctions<T> { }
public static T CosineSimilarity<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y) where T : System.Numerics.IRootFunctions<T> { throw null; }
public static T Distance<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y) where T : System.Numerics.IRootFunctions<T> { throw null; }
public static void Divide<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, System.Span<T> destination) where T : System.Numerics.IDivisionOperators<T, T, T> { }
public static void Divide<T>(System.ReadOnlySpan<T> x, T y, System.Span<T> destination) where T : System.Numerics.IDivisionOperators<T, T, T> { }
public static T Dot<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IAdditiveIdentity<T, T>, System.Numerics.IMultiplyOperators<T, T, T>, System.Numerics.IMultiplicativeIdentity<T, T> { throw null; }
public static void Exp<T>(System.ReadOnlySpan<T> x, System.Span<T> destination) where T : System.Numerics.IExponentialFunctions<T> { }
public static void Log2<T>(System.ReadOnlySpan<T> x, System.Span<T> destination) where T : System.Numerics.ILogarithmicFunctions<T> { }
public static void Log<T>(System.ReadOnlySpan<T> x, System.Span<T> destination) where T : System.Numerics.ILogarithmicFunctions<T> { }
public static T MaxMagnitude<T>(System.ReadOnlySpan<T> x) where T : System.Numerics.INumberBase<T> { throw null; }
public static void MaxMagnitude<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, System.Span<T> destination) where T : System.Numerics.INumberBase<T> { }
public static T Max<T>(System.ReadOnlySpan<T> x) where T : System.Numerics.INumber<T> { throw null; }
public static void Max<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, System.Span<T> destination) where T : System.Numerics.INumber<T> { }
public static T MinMagnitude<T>(System.ReadOnlySpan<T> x) where T : System.Numerics.INumberBase<T> { throw null; }
public static void MinMagnitude<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, System.Span<T> destination) where T : System.Numerics.INumberBase<T> { }
public static T Min<T>(System.ReadOnlySpan<T> x) where T : System.Numerics.INumber<T> { throw null; }
public static void Min<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, System.Span<T> destination) where T : System.Numerics.INumber<T> { }
public static void MultiplyAdd<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, System.ReadOnlySpan<T> addend, System.Span<T> destination) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IMultiplyOperators<T, T, T> { }
public static void MultiplyAdd<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, T addend, System.Span<T> destination) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IMultiplyOperators<T, T, T> { }
public static void MultiplyAdd<T>(System.ReadOnlySpan<T> x, T y, System.ReadOnlySpan<T> addend, System.Span<T> destination) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IMultiplyOperators<T, T, T> { }
public static void Multiply<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, System.Span<T> destination) where T : System.Numerics.IMultiplyOperators<T, T, T>, System.Numerics.IMultiplicativeIdentity<T, T> { }
public static void Multiply<T>(System.ReadOnlySpan<T> x, T y, System.Span<T> destination) where T : System.Numerics.IMultiplyOperators<T, T, T>, System.Numerics.IMultiplicativeIdentity<T, T> { }
public static void Negate<T>(System.ReadOnlySpan<T> x, System.Span<T> destination) where T : System.Numerics.IUnaryNegationOperators<T, T> { }
public static T Norm<T>(System.ReadOnlySpan<T> x) where T : System.Numerics.IRootFunctions<T> { throw null; }
public static T ProductOfDifferences<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y) where T : System.Numerics.ISubtractionOperators<T, T, T>, System.Numerics.IMultiplyOperators<T, T, T>, System.Numerics.IMultiplicativeIdentity<T, T> { throw null; }
public static T ProductOfSums<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IAdditiveIdentity<T, T>, System.Numerics.IMultiplyOperators<T, T, T>, System.Numerics.IMultiplicativeIdentity<T, T> { throw null; }
public static T Product<T>(System.ReadOnlySpan<T> x) where T : System.Numerics.IMultiplyOperators<T, T, T>, System.Numerics.IMultiplicativeIdentity<T, T> { throw null; }
public static void Sigmoid<T>(System.ReadOnlySpan<T> x, System.Span<T> destination) where T : System.Numerics.IExponentialFunctions<T> { }
public static void Sinh<T>(System.ReadOnlySpan<T> x, System.Span<T> destination) where T : System.Numerics.IHyperbolicFunctions<T> { }
public static void SoftMax<T>(System.ReadOnlySpan<T> x, System.Span<T> destination) where T : System.Numerics.IExponentialFunctions<T> { }
public static void Subtract<T>(System.ReadOnlySpan<T> x, System.ReadOnlySpan<T> y, System.Span<T> destination) where T : System.Numerics.ISubtractionOperators<T, T, T> { }
public static void Subtract<T>(System.ReadOnlySpan<T> x, T y, System.Span<T> destination) where T : System.Numerics.ISubtractionOperators<T, T, T> { }
public static T SumOfMagnitudes<T>(System.ReadOnlySpan<T> x) where T : System.Numerics.INumberBase<T> { throw null; }
public static T SumOfSquares<T>(System.ReadOnlySpan<T> x) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IAdditiveIdentity<T, T>, System.Numerics.IMultiplyOperators<T, T, T> { throw null; }
public static T Sum<T>(System.ReadOnlySpan<T> x) where T : System.Numerics.IAdditionOperators<T, T, T>, System.Numerics.IAdditiveIdentity<T, T> { throw null; }
public static void Tanh<T>(System.ReadOnlySpan<T> x, System.Span<T> destination) where T : System.Numerics.IHyperbolicFunctions<T> { }
}
}
3 changes: 3 additions & 0 deletions src/libraries/System.Numerics.Tensors/src/Resources/Strings.resx
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Expand Up @@ -129,4 +129,7 @@
<data name="Argument_InputAndDestinationSpanMustNotOverlap" xml:space="preserve">
<value>The destination span may only overlap with an input span if the two spans start at the same memory location.</value>
</data>
<data name="Overflow_NegateTwosCompNum" xml:space="preserve">
<value>Negating the minimum value of a twos complement number is invalid.</value>
</data>
</root>
9 changes: 6 additions & 3 deletions src/libraries/System.Numerics.Tensors/src/System.Numerics.Tensors.csproj
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Expand Up @@ -9,16 +9,19 @@
</PropertyGroup>

<ItemGroup>
<Compile Include="System\Numerics\Tensors\TensorPrimitives.cs" />
<Compile Include="System\Numerics\Tensors\TensorPrimitives.Single.cs" />
<Compile Include="System\Numerics\Tensors\TensorPrimitives.Helpers.cs" />
<Compile Include="System\ThrowHelper.cs" />
</ItemGroup>

<ItemGroup Condition="'$(TargetFrameworkIdentifier)' == '.NETCoreApp'">
<Compile Include="System\Numerics\Tensors\TensorPrimitives.netcore.cs" />
<Compile Include="System\Numerics\Tensors\netcore\TensorPrimitives.Single.netcore.cs" />
<Compile Include="System\Numerics\Tensors\netcore\TensorPrimitives.T.cs" />
<Compile Include="System\Numerics\Tensors\netcore\TensorPrimitives.netcore.cs" />
</ItemGroup>

<ItemGroup Condition="'$(TargetFrameworkIdentifier)' != '.NETCoreApp'">
<Compile Include="System\Numerics\Tensors\TensorPrimitives.netstandard.cs" />
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<Compile Include="System\Numerics\Tensors\netstandard\TensorPrimitives.Single.netstandard.cs" />
<PackageReference Include="System.Memory" Version="$(SystemMemoryVersion)" />
<ProjectReference Include="$(LibrariesProjectRoot)Microsoft.Bcl.Numerics\src\Microsoft.Bcl.Numerics.csproj" />
</ItemGroup>
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