Insert the select op before the combiner op when vectorizing a
reduction loop that needs a mask, so the vectorized reduction loop
can pass isLoopParallel check and be transformed correctly in later
passes.
Reviewed By: dcaballe
Differential Revision: https://reviews.llvm.org/D124047
When Location tracking support for block arguments was added, we
discussed various approaches to threading support for this through
function-like argument parsing. At the time, we added a parallel array
of locations that could hold this. It turns out that that approach was
verbose and error prone, roughly no one adopted it.
This patch takes a different approach, adding an optional source
locator to the UnresolvedOperand class. This fits much more naturally
into the standard structure we use for representing locators, and gives
all the function like dialects locator support for free (e.g. see the
test adding an example for the LLVM dialect).
Differential Revision: https://reviews.llvm.org/D124188
Previously, checking that a fix point is reached was counted as a full
iteration. As this "iteration" never changes the IR, this seems counter-
intuitive.
Differential Revision: https://reviews.llvm.org/D123641
This introduces a pair of ops to the Transform dialect that connect it to PDL
patterns. Transform dialect relies on PDL for matching the Payload IR ops that
are about to be transformed. For this purpose, it provides a container op for
patterns, a "pdl_match" op and transform interface implementations that call
into the pattern matching infrastructure.
To enable the caching of compiled patterns, this also provides the extension
mechanism for TransformState. Extensions allow one to store additional
information in the TransformState and thus communicate it between different
Transform dialect operations when they are applied. They can be added and
removed when applying transform ops. An extension containing a symbol table in
which the pattern names are resolved and a pattern compilation cache is
introduced as the first client.
Depends On D123664
Reviewed By: Mogball
Differential Revision: https://reviews.llvm.org/D124007
Prior to this patch, `cloneInto` would do a simple walk over the blocks and contained operations and clone and map them as it encounters them. As finishing touch it then remaps any successor and operands it has remapped during that process.
This is generally fine, but sadly leads to a lot of uses of both operations and blocks from the source region, in the cloned operations in the target region. Those uses lead to writes in the use-def list of the operations, making `cloneInto` never thread safe.
This patch reimplements `cloneInto` in three steps to avoid ever creating any extra uses on elements in the source region:
* It first creates the mapping of all blocks and block operands
* It then clones all operations to create the mapping of all operation results, but does not yet clone any regions or set the operands
* After all operation results have been mapped, it now sets the operations operands and clones their regions.
That way it is now possible to call `cloneInto` from multiple threads if the Region or Operation is isolated-from-above. This allows creating copies of functions or to use `mlir::inlineCall` with the same source region from multiple threads. In the general case, the method is thread-safe if through cloning, no new uses of `Value`s from outside the cloned Operation/Region are created. This can be ensured by mapping any outside operands via the `BlockAndValueMapping` to `Value`s owned by the caller thread.
While I was at it, I also reworked the `clone` method of `Operation` a little bit and added a proper options class to avoid having a `cloneWithoutRegionsAndOperands` method, and be more extensible in the future. `cloneWithoutRegions` is now also a simple wrapper that calls `clone` with the proper options set. That way all the operation cloning code is now contained solely within `clone`.
Differential Revision: https://reviews.llvm.org/D123917
Add async dependencies support for gpu.launch op: this allows specifying
a list of async tokens ("streams") as dependencies for the launch.
Update the GPU kernel outlining pass lowering to propagate async
dependencies from gpu.launch to gpu.launch_func op. Previously, a new
stream was being created and destroyed for a kernel launch. The async
deps support allows the kernel launch to be serialized on an existing
stream.
Differential Revision: https://reviews.llvm.org/D123499
This patch adds lowering support for atomic read and write constructs.
Also added is pointer modelling code to allow FIR pointer like types to
be inferred and converted while lowering.
Reviewed By: kiranchandramohan
Differential Revision: https://reviews.llvm.org/D122725
Co-authored-by: Kiran Chandramohan <kiran.chandramohan@arm.com>
This patch handles empty hint value for critical and atomic constructs.
This also adds checks and tests for hint clause on atomic constructs.
Reviewed By: peixin, kiranchandramohan, NimishMishra
Differential Revision: https://reviews.llvm.org/D123186
Add a helper used to implement the build methods generated by ods-gen. The change reduces code size and compilation time since all structured op builders use the same build method. The change reduces the LinalgOps.cpp compilation time from 10.2s to 9.8s (debug build).
Depends On D123987
Reviewed By: nicolasvasilache
Differential Revision: https://reviews.llvm.org/D124003
The revision avoids template methods for parsing and printing that are replicated for every named operation. Instead, the new methods take a regionBuilder argument. The revision reduces the compile time of LinalgOps.cpp from 11.2 to 10.2 seconds (debug build).
Reviewed By: nicolasvasilache
Differential Revision: https://reviews.llvm.org/D123987
NFC. Drop trailing end of line white space in GPU async ops' printer
whenever the list of async deps is empty.
Reviewed By: mehdi_amini, rriddle
Differential Revision: https://reviews.llvm.org/D123754
Add RegionBranchOpInterface on affine.for op so that transforms relying
on RegionBranchOpInterface can support affine.for. E.g.:
buffer-deallocation pass.
Reviewed By: herhut
Differential Revision: https://reviews.llvm.org/D123568
Writes into tensors that are definied outside of a repetitive region, but with the write happening inside of the repetitive region were previously not considered conflicts. This was incorrect.
E.g.:
```
%0 = ... : tensor<?xf32>
scf.for ... {
"reading_op"(%0) : tensor<?xf32>
%1 = "writing_op"(%0) : tensor<?xf32> -> tensor<?xf32>
...
}
```
In the above example, "writing_op" should be out-of-place.
This commit fixes the bufferization for any op that declares its repetitive semantics via RegionBranchOpInterface.
This patch adds check of supported reduction kind for ScanOp to avoid using and/or/xor for floating point type.
Reviewed By: ftynse
Differential Revision: https://reviews.llvm.org/D123977
Introduce a method on PyMlirContext (and plumb it through to Python) to
invalidate all of the operations in the live operations map and clear
it. Since Python has no notion of private data, an end-developer could
reach into some 3rd party API which uses the MLIR Python API (that is
behaving correctly with regard to holding references) and grab a
reference to an MLIR Python Operation, preventing it from being
deconstructed out of the live operations map. This allows the API
developer to clear the map when it calls C++ code which could delete
operations, protecting itself from its users.
Reviewed By: ftynse
Differential Revision: https://reviews.llvm.org/D123895
getUpperBound is analogous to getLowerBound(), except for the upper
bound, and is used in range analysis.
Reviewed By: Mogball
Differential Revision: https://reviews.llvm.org/D124020
Sequence is an important transform combination primitive that just indicates
transform ops being applied in a row. The simplest version requires fails
immediately if any transformation in the sequence fails. Introducing this
operation allows one to start placing transform IR within other IR.
Depends On D123135
Reviewed By: Mogball, rriddle
Differential Revision: https://reviews.llvm.org/D123664
This patch adds a new function `mlirDenseElementsAttrBFloat16Get()`,
which accepts the shaped type, the number of BFloat16 values, and a
pointer to an array of BFloat16 values, each of which is a `uint16_t`
value.
Reviewed By: stellaraccident
Differential Revision: https://reviews.llvm.org/D123981
The printer is now resilient to invalid IR and will already automatically
fallback to the generic form on invalid IR. Using the generic printer on
pass failure was a conservative option before the printer was made
failsafe.
Reviewed By: lattner, rriddle, jpienaar, bondhugula
Differential Revision: https://reviews.llvm.org/D123915
Fold away gpu.memcpy op when only uses of dest are
the memcpy op in question, its allocation and deallocation
ops.
Reviewed By: bondhugula
Differential Revision: https://reviews.llvm.org/D121279
Add helper functions to check if an op may be executed multiple times based on RegionBranchOpInterface.
Differential Revision: https://reviews.llvm.org/D123789
This reverts commit af0285122f.
The test "libomp::loop_dispatch.c" on builder
openmp-gcc-x86_64-linux-debian fails from time-to-time.
See #54969. This patch is unrelated.
This patch removes inheritence of MultiAffineFunction from IntegerPolyhedron
and instead makes IntegerPolyhedron as a member.
This patch removes virtualization in MultiAffineFunction and also removes
unnecessary functions inherited from IntegerPolyhedron.
Reviewed By: ftynse
Differential Revision: https://reviews.llvm.org/D123921
The OMPScheduleType enum stores the constants from libomp's internal sched_type in kmp.h and are used by several kmp API functions. The enum values have an internal structure, namely each scheduling algorithm (e.g.) exists in four variants: unordered, orderend, normerge unordered, and nomerge ordered.
This patch (basically a followup to D114940) splits the "ordered" and "nomerge" bits into separate flags, as was already done for the "monotonic" and "nonmonotonic", so we can apply bit flags operations on them. It also now contains all possible combinations according to kmp's sched_type. Deriving of the OMPScheduleType enum from clause parameters has been moved form MLIR's OpenMPToLLVMIRTranslation.cpp to OpenMPIRBuilder to make available for clang as well. Since the primary purpose of the flag is the binary interface to libomp, it has been made more private to LLVMFrontend. The primary interface for generating worksharing-loop using OpenMPIRBuilder code becomes `applyWorkshareLoop` which derives the OMPScheduleType automatically and calls the appropriate emitter function.
While this is mostly a NFC refactor, it still applies the following functional changes:
* The logic from OpenMPToLLVMIRTranslation to derive the OMPScheduleType also applies to clang. Most notably, it now applies the nonmonotonic flag for non-static schedules by default.
* In OpenMPToLLVMIRTranslation, the nonmonotonic default flag was previously not applied if the simd modifier was used. I assume this was a bug, since the effect was due to `loop.schedule_modifier()` returning `mlir::omp::ScheduleModifier::none` instead of `llvm::Optional::None`.
* In OpenMPToLLVMIRTranslation, the nonmonotonic default flag was set even if ordered was specified, in breach to what the comment before citing the OpenMP specification says. I assume this was an oversight.
The ordered flag with parameter was not considered in this patch. Changes will need to be made (e.g. adding/modifying function parameters) when support for it is added. The lengthy names of the enum values can be discussed, for the moment this is avoiding reusing previously existing enum value names such as `StaticChunked` to avoid confusion.
Reviewed By: peixin
Differential Revision: https://reviews.llvm.org/D123403
Reproducers that resulted in triggering the following asserts
mlir::NamedAttribute::NamedAttribute(mlir::StringAttr, mlir::Attribute)
mlir/lib/IR/Attributes.cpp:29:3
consumeToken
mlir/lib/Parser/Parser.h:126
Differential Revision: https://reviews.llvm.org/D122240
This patch modifies mergeLocalIds to not delete duplicate local ids in
`this` relation. This allows the ordering of the final local ids for `this`
to be determined more easily, which is generally required when other objects
refer to these local ids.
Reviewed By: arjunp
Differential Revision: https://reviews.llvm.org/D123866
This revision folds transpose splat to a new splat with the transposed vector type. For a splat, there is no need to actually do transpose for it, it would be more effective to just build a new splat as the result.
Reviewed By: ThomasRaoux
Differential Revision: https://reviews.llvm.org/D123765
The generic form of the op is too verbose and in some cases not
readable. On pass failure, ops have been so far printed in generic form
to provide a (stronger) guarantee that the IR print succeeds. However,
in a large number of pass failure cases, the IR is still valid and
the custom printers for the ops will succeed. In fact, readability is
highly desirable post pass failure. This revision provides an option to
print ops in their custom/pretty-printed form on IR failure -- this
option is unsafe and there is no guarantee it will succeed. It's
disabled by default and can be turned on only if needed.
Differential Revision: https://reviews.llvm.org/D123893
This patch takes advantage of the Commutative trait on operation
to remove identical commutative operations where the operands are swapped.
The second operation below can be removed since `arith.addi` is commutative.
```
%1 = arith.addi %a, %b : i32
%2 = arith.addi %b, %a : i32
```
Reviewed By: rriddle
Differential Revision: https://reviews.llvm.org/D123492
This helps to prevent tsan failures when users inadvertantly mutate the
context in a non-safe way.
Differential Revision: https://reviews.llvm.org/D112021
Amy Zhuang