Differential Revision: https://reviews.llvm.org/D81858

This reverts commit 32c757e4.

Broke the build bot:

******************** TEST 'MLIR :: Examples/standalone/test.toy' FAILED ********************
[...]
/tmp/ci-KIMiRFcVZt/lib/libMLIRLinalgToLLVM.a(LinalgToLLVM.cpp.o): In function `(anonymous namespace)::ConvertLinalgToLLVMPass::runOnOperation()':
LinalgToLLVM.cpp:(.text._ZN12_GLOBAL__N_123ConvertLinalgToLLVMPass14runOnOperationEv+0x100): undefined reference to `mlir::populateExpandTanhPattern(mlir::OwningRewritePatternList&, mlir::MLIRContext*)'

Summary:
Add a pattern for expanding tanh op into exp form.
A `tanh` is expanded into:
   1) 1-exp^{-2x} / 1+exp^{-2x}, if x => 0
   2) exp^{2x}-1 / exp^{2x}+1  , if x < 0.

Differential Revision: https://reviews.llvm.org/D81618

Similarly to `scf::ForOp`, introduce additional `function_ref` arguments to
`AffineForOp::build` that can be used to populate the body of the loop during
its construction. Provide compatibility functions for constructing affine loop
nests using `edsc::ScopedContext`.

`edsc::AffineLoopNestBuilder` and reletad functionality is now deprecated and
will be removed soon, users are expected to switch to `affineLoopNestBuilder`
that provides similar functionality with a simpler OpBuilder-based
implementation.

Differential Revision: https://reviews.llvm.org/D81754

In the affine symbol and dimension check, the code currently assumes
`getAffineScope` and its users `isValidDim` and `isValidSymbol` are only called
on values defined in regions that have a parent Op with `AffineScope` trait.
This is not necessarily the case, and these functions may be called on valid IR
that does not satisfy this assumption. Return `nullptr` from `getAffineScope`
if there is no parent op with `AffineScope` trait. Treat this case
conservatively in `isValidSymbol` by only accepting as symbols the values that
are guaranteed to be symbols (constants, and certain operations). No
modifications are necessary to `isValidDim` that delegates most of the work to
`isValidDim`.

Differential Revision: https://reviews.llvm.org/D81753

Differential Revision: https://reviews.llvm.org/D81694

Differential Revision: https://reviews.llvm.org/D81839

Use ::Adaptor alias instead uniformly. Makes the naming more consistent as
adaptor can refer to attributes now too.

Differential Revision: https://reviews.llvm.org/D81789

Apply post-commit suggestions (see https://reviews.llvm.org/D79479).

Differential Revision: https://reviews.llvm.org/D81731

Apply post-commit suggestions (see https://reviews.llvm.org/D81551).
Add documentation, simplify, and fix test cases.

Differential Revision: https://reviews.llvm.org/D81722

allocations cannot be moved freely and can remain in divergent control flow.

The current BufferPlacement pass does not support allocation nodes that carry
additional dependencies (like in the case of dynamic shaped types). These
allocations can often not be moved freely and in turn might remain in divergent
control-flow branches. This requires a different strategy with respect to block
arguments and aliases. This CL adds additinal functionality to support
allocation nodes in divergent control flow while avoiding memory leaks.

Differential Revision: https://reviews.llvm.org/D79850

Differential Revision: https://reviews.llvm.org/D81735

This patch has shift ops conversion implementation. In SPIR-V dialect,
`Shift` and `Base` may have different bit width. On the contrary,
in LLVM dialect both `Base` and `Shift` have to be of the same bit width.
This leads to the following cases:
- if `Base` has the same bit width as `Shift`, the conversion is
  straightforward.
- if `Base` has a greater bit width than `Shift`, shift is sign/zero
  extended first. Then the extended value is passed to the shift.
- otherwise the conversion is considered to be illegal.

Differential Revision: https://reviews.llvm.org/D81546

Modify structure type in SPIR-V dialect to support:
1) Multiple decorations per structure member
2) Key-value based decorations (e.g., MatrixStride)

This commit kept the Offset decoration separate from members'
decorations container for easier implementation and logical clarity.
As such, all references to Structure layoutinfo are now offsetinfo,
and any member layout defining decoration (e.g., RowMajor for Matrix)
will be add to the members' decorations container along with its
value if any.

Differential Revision: https://reviews.llvm.org/D81426

Differential Revision: https://reviews.llvm.org/D81715

Summary:
Add Adaptor alias alongside OperandAdaptor to make next renaming more
mechanical. OperandAdaptor's are no longer just about operands.
Considered OpAdaptor too, but then noticed we'd mostly end up with
XOp::OpAdaptor which seems redundant.

Differential Revision: https://reviews.llvm.org/D81741

This reverts commit 5d74df5b.

This broke the MSVC build:  <bits/stdint-uintn.h> isn't available on Windows

Summary: * This library is special because of its dependencies so seems to have been inadvertently left out of installs.

Reviewers: antiagainst

Subscribers: mgorny, mehdi_amini, rriddle, jpienaar, shauheen, antiagainst, nicolasvasilache, arpith-jacob, mgester, lucyrfox, aartbik, liufengdb, stephenneuendorffer, Joonsoo, grosul1, frgossen, Kayjukh, jurahul, msifontes

Tags: #mlir

Differential Revision: https://reviews.llvm.org/D81693

Modify structure type in SPIR-V dialect to support:
1) Multiple decorations per structure member
2) Key-value based decorations (e.g., MatrixStride)

This commit kept the Offset decoration separate from members'
decorations container for easier implementation and logical clarity.
As such, all references to Structure layoutinfo are now offsetinfo,
and any member layout defining decoration (e.g., RowMajor for Matrix)
will be add to the members' decorations container along with its
value if any.

Differential Revision: https://reviews.llvm.org/D81426

Implemented `FComparePattern` and `IComparePattern` classes
that provide conversion of SPIR-V comparison ops (such as
`spv.FOrdGreaterThanEqual` and others) to LLVM dialect.
Also added tests in `comparison-ops-to-llvm.mlir`.

Differential Revision: https://reviews.llvm.org/D81487

This patch changes the fusion algorithm so that after fusing two loop nests
we revisit previously visited nodes so that they are considered again for
fusion in the context of the new fused loop nest.

Reviewed By: bondhugula

Differential Revision: https://reviews.llvm.org/D81609

Summary:
* extra ';' in the following files:
    mlir/lib/Dialect/Linalg/Transforms/Transforms.cpp
    mlir/lib/Dialect/Shape/IR/Shape.cpp

* base class ‘mlir::ConvertVectorToSCFBase<ConvertVectorToSCFPass>’
  should be explicitly initialized in the copy constructor [-Wextra] in
    mlir/lib/Conversion/VectorToSCF/VectorToSCF.cpp

* warning: ‘bool Expression::operator==(const Expression&) const’
  defined but not used [-Wunused-function] in
    mlir/tools/mlir-linalg-ods-gen/mlir-linalg-ods-gen.cpp

Differential Revision: https://reviews.llvm.org/D81673

* Created the vector to ROCDL lowering pass
  * The lowering pass lowers vector transferOps to rocdl mubufOps
* Added unit test and functional test

Differential Revision: https://reviews.llvm.org/D81640

This reverts commit 4b7aa6c8.

This broke gcc builds.

Summary: Emit a debug message if inlining fails.

Differential Revision: https://reviews.llvm.org/D81320

Summary:
- Print function name when ReturnOp verification fails
- This helps easily finding the invalid ReturnOp in an IR dump.

Differential Revision: https://reviews.llvm.org/D81513

Summary:
We now support index casting for tensor<index> to tensor<int>. This
better supports compatibility with the Shape dialect.

Differential Revision: https://reviews.llvm.org/D81611

Summary: At this point Parser has grown to be over 5000 lines and can be very difficult to navigate/update/etc. This commit splits Parser.cpp into several sub files focused on parsing specific types of entities; e.g., Attributes, Types, etc.

Differential Revision: https://reviews.llvm.org/D81299

Modify structure type in SPIR-V dialect to support:
1) Multiple decorations per structure member
2) Key-value based decorations (e.g., MatrixStride)

This commit kept the Offset decoration separate from members'
decorations container for easier implementation and logical clarity.
As such, all references to Structure layoutinfo are now offsetinfo,
and any member layout defining decoration (e.g., RowMajor for Matrix)
will be add to the members' decorations container along with its
value if any.

Differential Revision: https://reviews.llvm.org/D81426

Following the previous revision `D81100`, this commit implements a templated class
that would provide conversion patterns for “straightforward” SPIR-V ops into
LLVM dialect. Templating allows to abstract away from concrete implementation
for each specific op. Those are mainly binary operations. Currently supported
and tested ops are:
- Arithmetic ops: `IAdd`, `ISub`, `IMul`, `FAdd`, `FSub`, `FMul`, `FDiv`,  `FNegate`,
  `SDiv`, `SRem` and  `UDiv`
- Bitwise ops: `BitwiseAnd`, `BitwiseOr`, `BitwiseXor`

The implementation relies on `SPIRVToLLVMConversion` class that makes use of
`OpConversionPattern`.

Differential Revision: https://reviews.llvm.org/D81305

Allow for dynamic indices in the `dim` operation.
Rather than an attribute, the index is now an operand of type `index`.
This allows to apply the operation to dynamically ranked tensors.
The correct lowering of dynamic indices remains to be implemented.

Differential Revision: https://reviews.llvm.org/D81551

The operation `get_extent` now accepts the dimension as an operand and is no
longer limited to constant dimensions.
A helper function facilitates the common constant use case.

Differential Revision: https://reviews.llvm.org/D81248

Differential Revision: https://reviews.llvm.org/D80675

This is useful for manipulating the standard dialect from transformations
outside of the standard dialect.

Differential Revision: https://reviews.llvm.org/D80609

Summary:
Even though this operation is intended for 1d/2d conversions currently,
leaving a semantic hole in the lowering prohibits proper testing of this
operation. This CL adds a straightforward reference implementation for the
missing cases.

Reviewers: nicolasvasilache, mehdi_amini, ftynse, reidtatge

Reviewed By: reidtatge

Subscribers: mehdi_amini, rriddle, jpienaar, shauheen, antiagainst, nicolasvasilache, arpith-jacob, mgester, lucyrfox, liufengdb, stephenneuendorffer, Joonsoo, grosul1, frgossen, Kayjukh, jurahul, msifontes

Tags: #mlir

Differential Revision: https://reviews.llvm.org/D81503

Summary:
The NVVM target only provides implementations for tanh etc. on f32 and
f64 operands. To also support f16, we now insert operations to extend to f32
and truncate back to f16 around the intrinsic call.

Differential Revision: https://reviews.llvm.org/D81473

Implemented a verification to ensure that the shape.assuming_all
operation always has at least one operand.

Summary:
UnrankedMemRefType doesn't have a rank but previously this was just
checking for unranked tensor. Avoids failure later if one queries the shape
post checking if ranked.

Differential Revision: https://reviews.llvm.org/D81441