Differential Revision: https://reviews.llvm.org/D103548

Replace the uses of deprecated Structured Op Interface methods in FusionOnTensors.cpp. This patch is based on https://reviews.llvm.org/D103394.

Differential Revision: https://reviews.llvm.org/D103471

Fix signedness warnings in Utils.cpp and LinalgInterfaces.cpp.

Replace the uses of deprecated Structured Op Interface methods in DependenceAnalysis.cpp and DependenceAnalysis.h. This patch is based on https://reviews.llvm.org/D103394.

Differential Revision: https://reviews.llvm.org/D103411

Replace the uses of deprecated Structured Op Interface methods in Fusion.cpp. This patch is based on https://reviews.llvm.org/D103394.

Differential Revision: https://reviews.llvm.org/D103437

Replace the uses of deprecated Structured Op Interface methods in Tiling.cpp and Utils.cpp. This patch is based on https://reviews.llvm.org/D103394.

Differential Revision: https://reviews.llvm.org/D103438

Replace the uses of deprecated Structured Op Interface methods in Vectorization.cpp. This patch is based on https://reviews.llvm.org/D103394.

Differential Revision: https://reviews.llvm.org/D103410

Replace the uses of deprecated Structured Op Interface methods in LinalgInterfaces.cpp. This patch is based on https://reviews.llvm.org/D103394.

Differential Revision: https://reviews.llvm.org/D103404

Adding methods to access operand properties via OpOperands and mark outdated methods as deprecated.

Differential Revision: https://reviews.llvm.org/D103394

This revision refactors and simplifies the pattern detection logic: thanks to SSA value properties, we can actually look at all the uses of a given value and avoid having to pattern-match specific chains of operations.

A bufferization pattern for subtensor is added and specific inplaceability analysis is implemented for the simple case of subtensor. More advanced use cases will follow.

Differential revision: https://reviews.llvm.org/D102512

Differential Revision: https://reviews.llvm.org/D103194

Differential Revision: https://reviews.llvm.org/D103161

Differential Revision: https://reviews.llvm.org/D103104

Differential Revision: https://reviews.llvm.org/D102921

Differential Revision: https://reviews.llvm.org/D102722

This pattern inlines operands to a linalg.generic operation that use a constant
index and hence are loop-invariant scalars. This reduces the number of
linalg.generic operands and unlocks some canonicalizations that rely on seeing
an explicit tensor.extract.

Differential Revision: https://reviews.llvm.org/D102682

Drop the remaining EDSC subdirectories and update all uses.

Differential Revision: https://reviews.llvm.org/D102911

Drop the Affine dialect EDSC subdirectory and update all uses.

Differential Revision: https://reviews.llvm.org/D102878

Drop the MemRef dialect EDSC subdirectory and update all uses.

Differential Revision: https://reviews.llvm.org/D102868

Drop the Linalg dialect EDSC subdirectory and update all uses.

Differential Revision: https://reviews.llvm.org/D102848

Instead, use createOrFold builders which result in more static information available.

Differential Revision: https://reviews.llvm.org/D102832

Drop the SCF dialect EDSC subdirectory and update all uses.

Differential Revision: https://reviews.llvm.org/D102780

The patch extends the yaml code generation to support the following new OpDSL constructs:
- captures
- constants
- iteration index accesses
- predefined types
These changes have been introduced by revision
https://reviews.llvm.org/D101364.

Differential Revision: https://reviews.llvm.org/D102075

Drop the vector dialect EDSC subdirectory and update all uses.

LinalgOps that are all parallel do not use the value of `outs`
tensor. The semantics is that the `outs` tensor is fully
overwritten. Using anything other than `init_tensor` can add false
dependencies between operations, when the use is just for the shape of
the tensor. Adding a canonicalization to always use `init_tensor` in
such cases, breaks this dependence.

Differential Revision: https://reviews.llvm.org/D102561

Replace the templated linalgLowerOpToLoops method by three specialized methods linalgOpToLoops, LinalgOpToParallelLoops, and linalgOpToAffineLoops.

Differential Revision: https://reviews.llvm.org/D102324

BEGIN_PUBLIC
Add support for complex constants to MLIR core.
END_PUBLIC

Differential Revision: https://reviews.llvm.org/D101908

[mlir][Linalg] NFC - More gracefully degrade lookup into failure during comprehensive bufferization (4/n)

Differential revsion: https://reviews.llvm.org/D102420

Differential revision: https://reviews.llvm.org/D102417

Differential Revision: https://reviews.llvm.org/D102458

Differential revision: https://reviews.llvm.org/D102395

This is the first step towards upstreaming comprehensive bufferization following the
discourse post: https://llvm.discourse.group/t/rfc-linalg-on-tensors-update-and-comprehensive-bufferization-rfc/3373/6.

This first commit introduces a basic pass for bufferizing within function boundaries,
assuming that the inplaceable function boundaries have been marked as such.

Differential revision: https://reviews.llvm.org/D101693

This covers the extremely common case of replacing all uses of a Value
with a new op that is itself a user of the original Value.

This should also be a little bit more efficient than the
`SmallPtrSet<Operation *, 1>{op}` idiom that was being used before.

Differential Revision: https://reviews.llvm.org/D102373

after introducing the IndexedGenericOp to GenericOp canonicalization (https://reviews.llvm.org/D101612).

Differential Revision: https://reviews.llvm.org/D102163

after introducing the IndexedGenericOp to GenericOp canonicalization (https://reviews.llvm.org/D101612).

Differential Revision: https://reviews.llvm.org/D102235

Rank-0 case causes a graph during linalg reshape operation.

Differential Revision: https://reviews.llvm.org/D102282

The current static checker for linalg does not work on the decreasing
index cases well. So, this is to Update the current static bound checker
for linalg to cover decreasing index cases.

Reviewed By: hanchung

Differential Revision: https://reviews.llvm.org/D102302

after introducing the IndexedGenericOp to GenericOp canonicalization (https://reviews.llvm.org/D101612).

Differential Revision: https://reviews.llvm.org/D102245

after introducing the IndexedGenericOp to GenericOp canonicalization (https://reviews.llvm.org/D101612).

Differential Revision: https://reviews.llvm.org/D102308