[release/8.0] Vectorize TensorPrimitives APIs#93746

Merged

carlossanlop merged 30 commits intodotnet:release/8.0from michaelgsharp:tensors-backport

Oct 20, 2023

Commits on Oct 20, 2023

Use FMA in TensorPrimitives (dotnet#92205 )

stephentoub
authored and
michaelgsharp
committed
Simplify TensorPrimitive's AbsoluteOperator (dotnet#92577 )

stephentoub
authored and
michaelgsharp
committed
Reduce some boilerplate in TensorPrimitive's IBinaryOperator (dotnet#92576 )

stephentoub
authored and
michaelgsharp
committed
Minor code cleanup in TensorPrimitives tests (dotnet#92575 )

stephentoub
authored and
michaelgsharp
committed
Vectorize TensorPrimitives.Min/Max{Magnitude} (dotnet#92618 )

stephentoub
authored and
michaelgsharp
committed
Update TensorPrimitives aggregations to vectorize handling of remaining elements (dotnet#92672 )

stephentoub
authored and
michaelgsharp
committed
Flesh out TensorPrimitives XML docs (dotnet#92749 )

stephentoub
authored and
michaelgsharp
committed
Vectorize TensorPrimitives.ConvertToHalf (dotnet#92715 )

stephentoub
authored and
michaelgsharp
committed
Enable TensorPrimitives to perform in-place operations (dotnet#92820 )

stephentoub
authored and
michaelgsharp
committed
Vectorize TensorPrimitives.ConvertToSingle (dotnet#92779 )

stephentoub
authored and
michaelgsharp
committed
Throw exception in TensorPrimitives for unsupported span overlaps (dotnet#92838 )

stephentoub
authored and
michaelgsharp
committed
This vectorizes TensorPrimitives.Log2 (dotnet#92897 )

authored and
michaelgsharp
committed
Adding Log2 tests covering some special values (dotnet#92946 )

tannergooding
authored and
michaelgsharp
committed
[wasm] Disable TensorPrimitivesTests.ConvertToHalf_SpecialValues (dotnet#92953 )

radical
authored and
michaelgsharp
committed
Adding a vectorized implementation of TensorPrimitives.Log (dotnet#92960 )

tannergooding
authored and
michaelgsharp
committed
Consolidate some TensorPrimitivesTests logic around special values (dotnet#92982 )

stephentoub
authored and
michaelgsharp
committed
Vectorize TensorPrimitives.Exp (dotnet#93018 )

tannergooding
authored and
michaelgsharp
committed
Vectorize TensorPrimitives.Sigmoid and TensorPrimitives.SoftMax (dotnet#93029 )

stephentoub
authored and
michaelgsharp
committed
Vectorize TensorPrimitives.Tanh/Cosh/Sinh (dotnet#93093 )

stephentoub
authored and
michaelgsharp
committed
Replace confusing new T[] { ... }
michaelgsharp
committed
Remove a few unnecessary unsafe keyword uses in TensorPrimitives (dotnet#93219 )

stephentoub
authored and
michaelgsharp
committed
Consolidate a few exception throws in TensorPrimitives (dotnet#93168 )

stephentoub
authored and
michaelgsharp
committed
Fix TensorPrimitives.IndexOfXx corner-case when first element is seed value (dotnet#93169 )

stephentoub
authored and
michaelgsharp
committed
Improve a vector implementation to support alignment and non-temporal tores (dotnet#93296 )

tannergooding
authored and
michaelgsharp
committed
Mark TensorPrimitives as unsafe (dotnet#93412 )

tannergooding
authored and
michaelgsharp
committed
Use the improved vectorization algorithm for binary and ternary TensorPrimitives operations (dotnet#93409 )

tannergooding
authored and
michaelgsharp
committed
Use the improved vectorization algorithm for aggregate TensorPrimitives operations (dotnet#93695 )

tannergooding
authored and
michaelgsharp
committed
[wasm] Remove more active issues for dotnet#92885 (dotnet#93596 )

radekdoulik
authored and
michaelgsharp
committed
adding patch from pr 93556
michaelgsharp
committed
Vectorizes IndexOfMin/Max/Magnitude (dotnet#93469 )

michaelgsharp
and
ericstj
committed

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[release/8.0] Vectorize TensorPrimitives APIs#93746

Commits on Oct 20, 2023

Use FMA in TensorPrimitives (dotnet#92205 )

Simplify TensorPrimitive's AbsoluteOperator (dotnet#92577 )

Reduce some boilerplate in TensorPrimitive's IBinaryOperator (dotnet#92576 )

Minor code cleanup in TensorPrimitives tests (dotnet#92575 )

Vectorize TensorPrimitives.Min/Max{Magnitude} (dotnet#92618 )

Update TensorPrimitives aggregations to vectorize handling of remaining elements (dotnet#92672 )

Flesh out TensorPrimitives XML docs (dotnet#92749 )

Vectorize TensorPrimitives.ConvertToHalf (dotnet#92715 )

Enable TensorPrimitives to perform in-place operations (dotnet#92820 )

Vectorize TensorPrimitives.ConvertToSingle (dotnet#92779 )

Throw exception in TensorPrimitives for unsupported span overlaps (dotnet#92838 )

This vectorizes TensorPrimitives.Log2 (dotnet#92897 )

Adding Log2 tests covering some special values (dotnet#92946 )

[wasm] Disable `TensorPrimitivesTests.ConvertToHalf_SpecialValues` (dotnet#92953 )

Adding a vectorized implementation of TensorPrimitives.Log (dotnet#92960 )

Consolidate some TensorPrimitivesTests logic around special values (dotnet#92982 )

Vectorize TensorPrimitives.Exp (dotnet#93018 )

Vectorize TensorPrimitives.Sigmoid and TensorPrimitives.SoftMax (dotnet#93029 )

Vectorize TensorPrimitives.Tanh/Cosh/Sinh (dotnet#93093 )

Replace confusing new T[] { ... }

Remove a few unnecessary `unsafe` keyword uses in TensorPrimitives (dotnet#93219 )

Consolidate a few exception throws in TensorPrimitives (dotnet#93168 )

Fix TensorPrimitives.IndexOfXx corner-case when first element is seed value (dotnet#93169 )

Improve a vector implementation to support alignment and non-temporal tores (dotnet#93296 )

Mark TensorPrimitives as unsafe (dotnet#93412 )

Use the improved vectorization algorithm for binary and ternary TensorPrimitives operations (dotnet#93409 )

Use the improved vectorization algorithm for aggregate TensorPrimitives operations (dotnet#93695 )

[wasm] Remove more active issues for dotnet#92885 (dotnet#93596 )

adding patch from pr 93556

Vectorizes IndexOfMin/Max/Magnitude (dotnet#93469 )