Thanks to visit codestin.com
Credit goes to github.com

Skip to content

Vectorize TensorPrimitives shift and rotate operators #97361

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 9 commits into from
Jan 30, 2024
Merged

Vectorize TensorPrimitives shift and rotate operators #97361

Changes from 1 commit
Commits
Show all changes
9 commits
Select commit Hold shift + click to select a range
6083518
Vectorize TensorPrimitives shift and rotate operators
stephentoub Jan 23, 2024
92dc20c
Merge branch 'main' into vectorizemoreops
stephentoub Jan 28, 2024
c3b0507
Merge branch 'main' into vectorizemoreops
stephentoub Jan 29, 2024
695c8bb
Address PR feedback
stephentoub Jan 29, 2024
36d15c6
Address PR feedback
stephentoub Jan 29, 2024
8dc5d0c
Add more special value tests
stephentoub Jan 29, 2024
d47861a
Merge remote-tracking branch 'upstream/main' into vectorizemoreops
stephentoub Jan 29, 2024
d595cc0
Merge branch 'main' into vectorizemoreops
stephentoub Jan 29, 2024
237a097
Address PR feedback
stephentoub Jan 29, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
Prev Previous commit
Next Next commit
Address PR feedback
  • Loading branch information
@stephentoub
stephentoub committed Jan 29, 2024
commit 36d15c69d7ee4ff593d8cc051ae7c209683d64b7
43 changes: 8 additions & 35 deletions ...s/System.Numerics.Tensors/src/System/Numerics/Tensors/netcore/TensorPrimitives.netcore.cs
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -14902,37 +14902,9 @@ internal readonly struct RotateLeftOperator<T>(int amount) : IStatefulUnaryOpera
public static bool Vectorizable => true;

public T Invoke(T x) => T.RotateLeft(x, _amount);

[MethodImpl(MethodImplOptions.AggressiveInlining)]
public Vector128<T> Invoke(Vector128<T> x)
{
if (sizeof(T) == 1) return (Vector128.ShiftLeft(x.AsByte(), _amount & 7) | (Vector128.ShiftRightLogical(x.AsByte(), (8 - _amount) & 7))).As<byte, T>();
if (sizeof(T) == 2) return (Vector128.ShiftLeft(x.AsUInt16(), _amount & 15) | (Vector128.ShiftRightLogical(x.AsUInt16(), (16 - _amount) & 15))).As<ushort, T>();
if (sizeof(T) == 4) return (Vector128.ShiftLeft(x.AsUInt32(), _amount) | (Vector128.ShiftRightLogical(x.AsUInt32(), 32 - _amount))).As<uint, T>();
if (sizeof(T) == 8) return (Vector128.ShiftLeft(x.AsUInt64(), _amount) | (Vector128.ShiftRightLogical(x.AsUInt64(), 64 - _amount))).As<ulong, T>();
throw new NotSupportedException();
}

[MethodImpl(MethodImplOptions.AggressiveInlining)]
public Vector256<T> Invoke(Vector256<T> x)
{
if (sizeof(T) == 1) return (Vector256.ShiftLeft(x.AsByte(), _amount & 7) | (Vector256.ShiftRightLogical(x.AsByte(), (8 - _amount) & 7))).As<byte, T>();
if (sizeof(T) == 2) return (Vector256.ShiftLeft(x.AsUInt16(), _amount & 15) | (Vector256.ShiftRightLogical(x.AsUInt16(), (16 - _amount) & 15))).As<ushort, T>();
if (sizeof(T) == 4) return (Vector256.ShiftLeft(x.AsUInt32(), _amount) | (Vector256.ShiftRightLogical(x.AsUInt32(), 32 - _amount))).As<uint, T>();
if (sizeof(T) == 8) return (Vector256.ShiftLeft(x.AsUInt64(), _amount) | (Vector256.ShiftRightLogical(x.AsUInt64(), 64 - _amount))).As<ulong, T>();
throw new NotSupportedException();
}

[MethodImpl(MethodImplOptions.AggressiveInlining)]
public Vector512<T> Invoke(Vector512<T> x)
{
if (sizeof(T) == 1) return (Vector512.ShiftLeft(x.AsByte(), _amount & 7) | (Vector512.ShiftRightLogical(x.AsByte(), (8 - _amount) & 7))).As<byte, T>();
if (sizeof(T) == 2) return (Vector512.ShiftLeft(x.AsUInt16(), _amount & 15) | (Vector512.ShiftRightLogical(x.AsUInt16(), (16 - _amount) & 15))).As<ushort, T>();
if (sizeof(T) == 4) return (Vector512.ShiftLeft(x.AsUInt32(), _amount) | (Vector512.ShiftRightLogical(x.AsUInt32(), 32 - _amount))).As<uint, T>();
if (sizeof(T) == 8) return (Vector512.ShiftLeft(x.AsUInt64(), _amount) | (Vector512.ShiftRightLogical(x.AsUInt64(), 64 - _amount))).As<ulong, T>();

throw new NotSupportedException();
}
public Vector128<T> Invoke(Vector128<T> x) => (x << _amount) | (x >>> ((sizeof(T) * 8) - _amount));
public Vector256<T> Invoke(Vector256<T> x) => (x << _amount) | (x >>> ((sizeof(T) * 8) - _amount));
public Vector512<T> Invoke(Vector512<T> x) => (x << _amount) | (x >>> ((sizeof(T) * 8) - _amount));
}

/// <summary>T.RotateRight(amount)</summary>
Expand Down Expand Up @@ -14979,14 +14951,15 @@ public Vector512<T> Invoke(Vector512<T> x)
internal readonly struct ScaleBOperator<T>(int n) : IStatefulUnaryOperator<T> where T : IFloatingPointIeee754<T>
{
private readonly int _n = n;
private readonly T _pow2n = typeof(T) == typeof(float) || typeof(T) == typeof(double) ? T.Pow(T.CreateTruncating(2), T.CreateTruncating(n)) : default!;

public static bool Vectorizable => false; // TODO: Vectorize
public static bool Vectorizable => typeof(T) == typeof(float) || typeof(T) == typeof(double);

public T Invoke(T x) => T.ScaleB(x, _n);

public Vector128<T> Invoke(Vector128<T> x) => throw new NotSupportedException();
public Vector256<T> Invoke(Vector256<T> x) => throw new NotSupportedException();
public Vector512<T> Invoke(Vector512<T> x) => throw new NotSupportedException();
public Vector128<T> Invoke(Vector128<T> x) => x * Vector128.Create(_pow2n);
public Vector256<T> Invoke(Vector256<T> x) => x * Vector256.Create(_pow2n);
public Vector512<T> Invoke(Vector512<T> x) => x * Vector512.Create(_pow2n);
}

/// <summary>T.RootN(x, n)</summary>
Expand Down