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Adding vectorized implementations of Exp to Vector64/128/256/512 (#97114
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* Adding vectorized implementations of Exp to Vector64/128/256/512

* Accelerate TensorPrimitives.Exp for double

* Ensure the right allowedVariance is used for the vectorized exp tests

* Ensure V128/256/512 defers to the next smaller vector size by operating on the lower/upper halves

* Ensure the right allowedVariance amounts are used for the vectorized Exp(float) tests

* Ensure we call Exp and that the methods are properly inlined

* Skip the Exp test for Vector128/256/512 on Mono due to #97176
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@tannergooding
tannergooding authored Jan 19, 2024
1 parent 59a38f1 commit c53d221
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Showing 12 changed files with 971 additions and 48 deletions.
375 changes: 335 additions & 40 deletions ...s/System.Numerics.Tensors/src/System/Numerics/Tensors/netcore/TensorPrimitives.netcore.cs
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38 changes: 38 additions & 0 deletions src/libraries/System.Private.CoreLib/src/System/Runtime/Intrinsics/Vector128.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -1426,6 +1426,40 @@ public static bool EqualsAny<T>(Vector128<T> left, Vector128<T> right)
|| Vector64.EqualsAny(left._upper, right._upper);
}

/// <inheritdoc cref="Vector64.Exp(Vector64{double})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector128<double> Exp(Vector128<double> vector)
{
if (IsHardwareAccelerated)
{
return VectorMath.ExpDouble<Vector128<double>, Vector128<long>, Vector128<ulong>>(vector);
}
else
{
return Create(
Vector64.Exp(vector._lower),
Vector64.Exp(vector._upper)
);
}
}

/// <inheritdoc cref="Vector64.Exp(Vector64{float})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector128<float> Exp(Vector128<float> vector)
{
if (IsHardwareAccelerated)
{
return VectorMath.ExpSingle<Vector128<float>, Vector128<uint>, Vector128<double>, Vector128<ulong>>(vector);
}
else
{
return Create(
Vector64.Exp(vector._lower),
Vector64.Exp(vector._upper)
);
}
}

/// <summary>Extracts the most significant bit from each element in a vector.</summary>
/// <typeparam name="T">The type of the elements in the vector.</typeparam>
/// <param name="vector">The vector whose elements should have their most significant bit extracted.</param>
Expand Down Expand Up @@ -1782,6 +1816,7 @@ internal static Vector128<ushort> LoadUnsafe(ref char source, nuint elementOffse
LoadUnsafe(ref Unsafe.As<char, ushort>(ref source), elementOffset);

/// <inheritdoc cref="Vector64.Log(Vector64{double})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector128<double> Log(Vector128<double> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1798,6 +1833,7 @@ public static Vector128<double> Log(Vector128<double> vector)
}

/// <inheritdoc cref="Vector64.Log(Vector64{float})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector128<float> Log(Vector128<float> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1814,6 +1850,7 @@ public static Vector128<float> Log(Vector128<float> vector)
}

/// <inheritdoc cref="Vector64.Log2(Vector64{double})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector128<double> Log2(Vector128<double> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1830,6 +1867,7 @@ public static Vector128<double> Log2(Vector128<double> vector)
}

/// <inheritdoc cref="Vector64.Log2(Vector64{float})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector128<float> Log2(Vector128<float> vector)
{
if (IsHardwareAccelerated)
Expand Down
38 changes: 38 additions & 0 deletions src/libraries/System.Private.CoreLib/src/System/Runtime/Intrinsics/Vector256.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -1402,6 +1402,40 @@ public static bool EqualsAny<T>(Vector256<T> left, Vector256<T> right)
|| Vector128.EqualsAny(left._upper, right._upper);
}

/// <inheritdoc cref="Vector128.Exp(Vector128{double})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector256<double> Exp(Vector256<double> vector)
{
if (IsHardwareAccelerated)
{
return VectorMath.ExpDouble<Vector256<double>, Vector256<long>, Vector256<ulong>>(vector);
}
else
{
return Create(
Vector128.Exp(vector._lower),
Vector128.Exp(vector._upper)
);
}
}

/// <inheritdoc cref="Vector128.Exp(Vector128{float})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector256<float> Exp(Vector256<float> vector)
{
if (IsHardwareAccelerated)
{
return VectorMath.ExpSingle<Vector256<float>, Vector256<uint>, Vector256<double>, Vector256<ulong>>(vector);
}
else
{
return Create(
Vector128.Exp(vector._lower),
Vector128.Exp(vector._upper)
);
}
}

/// <summary>Extracts the most significant bit from each element in a vector.</summary>
/// <param name="vector">The vector whose elements should have their most significant bit extracted.</param>
/// <typeparam name="T">The type of the elements in the vector.</typeparam>
Expand Down Expand Up @@ -1756,6 +1790,7 @@ internal static Vector256<ushort> LoadUnsafe(ref char source, nuint elementOffse
LoadUnsafe(ref Unsafe.As<char, ushort>(ref source), elementOffset);

/// <inheritdoc cref="Vector128.Log(Vector128{double})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector256<double> Log(Vector256<double> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1772,6 +1807,7 @@ public static Vector256<double> Log(Vector256<double> vector)
}

/// <inheritdoc cref="Vector128.Log(Vector128{float})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector256<float> Log(Vector256<float> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1788,6 +1824,7 @@ public static Vector256<float> Log(Vector256<float> vector)
}

/// <inheritdoc cref="Vector128.Log2(Vector128{double})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector256<double> Log2(Vector256<double> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1804,6 +1841,7 @@ public static Vector256<double> Log2(Vector256<double> vector)
}

/// <inheritdoc cref="Vector128.Log2(Vector128{float})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector256<float> Log2(Vector256<float> vector)
{
if (IsHardwareAccelerated)
Expand Down
38 changes: 38 additions & 0 deletions src/libraries/System.Private.CoreLib/src/System/Runtime/Intrinsics/Vector512.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -1453,6 +1453,40 @@ public static bool EqualsAny<T>(Vector512<T> left, Vector512<T> right)
|| Vector256.EqualsAny(left._upper, right._upper);
}

/// <inheritdoc cref="Vector256.Exp(Vector256{double})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector512<double> Exp(Vector512<double> vector)
{
if (IsHardwareAccelerated)
{
return VectorMath.ExpDouble<Vector512<double>, Vector512<long>, Vector512<ulong>>(vector);
}
else
{
return Create(
Vector256.Exp(vector._lower),
Vector256.Exp(vector._upper)
);
}
}

/// <inheritdoc cref="Vector256.Exp(Vector256{float})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector512<float> Exp(Vector512<float> vector)
{
if (IsHardwareAccelerated)
{
return VectorMath.ExpSingle<Vector512<float>, Vector512<uint>, Vector512<double>, Vector512<ulong>>(vector);
}
else
{
return Create(
Vector256.Exp(vector._lower),
Vector256.Exp(vector._upper)
);
}
}

/// <summary>Extracts the most significant bit from each element in a vector.</summary>
/// <param name="vector">The vector whose elements should have their most significant bit extracted.</param>
/// <typeparam name="T">The type of the elements in the vector.</typeparam>
Expand Down Expand Up @@ -1807,6 +1841,7 @@ internal static Vector512<ushort> LoadUnsafe(ref char source, nuint elementOffse
LoadUnsafe(ref Unsafe.As<char, ushort>(ref source), elementOffset);

/// <inheritdoc cref="Vector256.Log(Vector256{double})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector512<double> Log(Vector512<double> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1823,6 +1858,7 @@ public static Vector512<double> Log(Vector512<double> vector)
}

/// <inheritdoc cref="Vector256.Log(Vector256{float})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector512<float> Log(Vector512<float> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1839,6 +1875,7 @@ public static Vector512<float> Log(Vector512<float> vector)
}

/// <inheritdoc cref="Vector256.Log2(Vector256{double})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector512<double> Log2(Vector512<double> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1855,6 +1892,7 @@ public static Vector512<double> Log2(Vector512<double> vector)
}

/// <inheritdoc cref="Vector256.Log2(Vector256{float})" />
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector512<float> Log2(Vector512<float> vector)
{
if (IsHardwareAccelerated)
Expand Down
50 changes: 50 additions & 0 deletions src/libraries/System.Private.CoreLib/src/System/Runtime/Intrinsics/Vector64.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -1156,6 +1156,52 @@ public static bool EqualsAny<T>(Vector64<T> left, Vector64<T> right)
return false;
}

internal static Vector64<T> Exp<T>(Vector64<T> vector)
where T : IExponentialFunctions<T>
{
Unsafe.SkipInit(out Vector64<T> result);

for (int index = 0; index < Vector64<T>.Count; index++)
{
T value = T.Exp(vector.GetElement(index));
result.SetElementUnsafe(index, value);
}

return result;
}

/// <summary>Computes the exp of each element in a vector.</summary>
/// <param name="vector">The vector that will have its Exp computed.</param>
/// <returns>A vector whose elements are the exp of the elements in <paramref name="vector" />.</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector64<double> Exp(Vector64<double> vector)
{
if (IsHardwareAccelerated)
{
return VectorMath.ExpDouble<Vector64<double>, Vector64<long>, Vector64<ulong>>(vector);
}
else
{
return Exp<double>(vector);
}
}

/// <summary>Computes the exp of each element in a vector.</summary>
/// <param name="vector">The vector that will have its exp computed.</param>
/// <returns>A vector whose elements are the exp of the elements in <paramref name="vector" />.</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector64<float> Exp(Vector64<float> vector)
{
if (IsHardwareAccelerated)
{
return VectorMath.ExpSingle<Vector64<float>, Vector64<uint>, Vector64<double>, Vector64<ulong>>(vector);
}
else
{
return Exp<float>(vector);
}
}

/// <summary>Extracts the most significant bit from each element in a vector.</summary>
/// <typeparam name="T">The type of the elements in the vector.</typeparam>
/// <param name="vector">The vector whose elements should have their most significant bit extracted.</param>
Expand Down Expand Up @@ -1588,6 +1634,7 @@ internal static Vector64<T> Log<T>(Vector64<T> vector)
/// <summary>Computes the log of each element in a vector.</summary>
/// <param name="vector">The vector that will have its log computed.</param>
/// <returns>A vector whose elements are the log of the elements in <paramref name="vector" />.</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector64<double> Log(Vector64<double> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1603,6 +1650,7 @@ public static Vector64<double> Log(Vector64<double> vector)
/// <summary>Computes the log of each element in a vector.</summary>
/// <param name="vector">The vector that will have its log computed.</param>
/// <returns>A vector whose elements are the log of the elements in <paramref name="vector" />.</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector64<float> Log(Vector64<float> vector)
{
if (IsHardwareAccelerated)
Expand Down Expand Up @@ -1632,6 +1680,7 @@ internal static Vector64<T> Log2<T>(Vector64<T> vector)
/// <summary>Computes the log2 of each element in a vector.</summary>
/// <param name="vector">The vector that will have its log2 computed.</param>
/// <returns>A vector whose elements are the log2 of the elements in <paramref name="vector" />.</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector64<double> Log2(Vector64<double> vector)
{
if (IsHardwareAccelerated)
Expand All @@ -1647,6 +1696,7 @@ public static Vector64<double> Log2(Vector64<double> vector)
/// <summary>Computes the log2 of each element in a vector.</summary>
/// <param name="vector">The vector that will have its log2 computed.</param>
/// <returns>A vector whose elements are the log2 of the elements in <paramref name="vector" />.</returns>
[MethodImpl(MethodImplOptions.AggressiveInlining)]
public static Vector64<float> Log2(Vector64<float> vector)
{
if (IsHardwareAccelerated)
Expand Down
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