Commit Graph

391 Commits

Author SHA1 Message Date
Alex Zinenko 8b58ab8ccd [mlir] Factor type reconciliation out of Standard-to-LLVM conversion
Conversion to the LLVM dialect is being refactored to be more progressive and
is now performed as a series of independent passes converting different
dialects. These passes may produce `unrealized_conversion_cast` operations that
represent pending conversions between built-in and LLVM dialect types.
Historically, a more monolithic Standard-to-LLVM conversion pass did not need
these casts as all operations were converted in one shot. Previous refactorings
have led to the requirement of running the Standard-to-LLVM conversion pass to
clean up `unrealized_conversion_cast`s even though the IR had no standard
operations in it. The pass must have been also run the last among all to-LLVM
passes, in contradiction with the partial conversion logic. Additionally, the
way it was set up could produce invalid operations by removing casts between
LLVM and built-in types even when the consumer did not accept the uncasted
type, or could lead to cryptic conversion errors (recursive application of the
rewrite pattern on `unrealized_conversion_cast` as a means to indicate failure
to eliminate casts).

In fact, the need to eliminate A->B->A `unrealized_conversion_cast`s is not
specific to to-LLVM conversions and can be factored out into a separate type
reconciliation pass, which is achieved in this commit. While the cast operation
itself has a folder pattern, it is insufficient in most conversion passes as
the folder only applies to the second cast. Without complex legality setup in
the conversion target, the conversion infra will either consider the cast
operations valid and not fold them (a separate canonicalization would be
necessary to trigger the folding), or consider the first cast invalid upon
generation and stop with error. The pattern provided by the reconciliation pass
applies to the first cast operation instead. Furthermore, having a separate
pass makes it clear when `unrealized_conversion_cast`s could not have been
eliminated since it is the only reason why this pass can fail.

Reviewed By: nicolasvasilache

Differential Revision: https://reviews.llvm.org/D109507
2021-09-09 16:51:24 +02:00
Kunwar Shaanjeet Singh Grover dea76ccaf4 [MLIR] FlatAffineConstraints: Refactored computation of explicit representation for identifiers
This patch refactors the existing implementation of computing an explicit
representation of an identifier as a floordiv in terms of other identifiers and
exposes this computation as a public function.

The computation of this representation is required to support local identifiers
in PresburgerSet subtract, complement and isEqual.

Reviewed By: bondhugula, arjunp

Differential Revision: https://reviews.llvm.org/D106662
2021-09-08 20:24:46 +05:30
Matthias Springer c777e51468 [mlir][Analysis][NFC] FlatAffineConstraints: Use BoundType enum in functions
Differential Revision: https://reviews.llvm.org/D108185
2021-08-19 10:33:42 +09:00
Stephen Neuendorffer 7776b19eed [MLIR] Move TestDialect to ::test namespace
While the changes are extensive, they basically fall into a few
categories:
1) Moving the TestDialect itself.
2) Updating C++ code in tablegen to explicitly use ::mlir, since it
will be put in a headers that shouldn't expect a 'using'.
3) Updating some generic MLIR Interface definitions to do the same thing.
4) Updating the Tablegen generator in a few places to be explicit about
namespaces
5) Doing the same thing for llvm references, since we no longer pick
up the definitions from mlir/Support/LLVM.h

Differential Revision: https://reviews.llvm.org/D88251
2021-08-14 13:24:41 -07:00
Jacques Pienaar 093493032d [mlir] Enable specifying querying function in ValueShapeRange
This enables querying shapes/values as shapes without mutating the IR
directly (e.g., towards enabling doing inference in analysis &
application steps, inferring function shape with constant from callsite,
...). Add a new ShapeAdaptor that abstracts over whether shape is from
Type or ShapedTypeComponents or DenseIntElementsAttribute. This adds new
accessors to ValueShapeRange to get Shape and value as shape, but
doesn't restrict or remove the previous way of accessing Type via the
Value for now, that does mean a less refined shape could be accidentally
queried and will be restricted in follow up.

Currently restricted Value query to what can be represented as Shape. So
only supports cases where constant subgraph evaluation's output is a
shape. I had considered making it more general, but without TBD extern
attribute concept or some such a user cannot today uniformly avoid
overhead.

Update TOSA ops and also the shape inference pass.

Differential Revision: https://reviews.llvm.org/D107768
2021-08-10 11:44:20 -07:00
Matthias Springer ab03a84e2c [mlir][Analysis][NFC] Disambiguate FlatAffineConstraints constructor
The following constructor call (and others) used to be ambiguous:

```
FlatAffineConstraints constraints(0, 0, 0);
```

Differential Revision: https://reviews.llvm.org/D107726
2021-08-10 10:34:30 +09:00
Vladislav Vinogradov 9b50844fd7 [mlir] Fix delayed object interfaces registration
Store both interfaceID and objectID as key for interface registration callback.
Otherwise the implementation allows to register only one external model per one object in the single dialect.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D107274
2021-08-03 12:21:55 +03:00
Kunwar Shaanjeet Singh Grover 7eeaa782c4 [MLIR] FlatAffineConstraints: Fixed bug where some divisions were not being detected
This patch fixes a bug in the existing implementation of detectAsFloorDiv,
where floordivs with numerator with non-zero constant term and floordivs with
numerator only consisting of a constant term were not being detected.

Reviewed By: vinayaka-polymage

Differential Revision: https://reviews.llvm.org/D107214
2021-08-02 17:51:48 +05:30
River Riddle f8479d9de5 [mlir] Set the namespace of the BuiltinDialect to 'builtin'
Historically the builtin dialect has had an empty namespace. This has unfortunately created a very awkward situation, where many utilities either have to special case the empty namespace, or just don't work at all right now. This revision adds a namespace to the builtin dialect, and starts to cleanup some of the utilities to no longer handle empty namespaces. For now, the assembly form of builtin operations does not require the `builtin.` prefix. (This should likely be re-evaluated though)

Differential Revision: https://reviews.llvm.org/D105149
2021-07-28 21:00:10 +00:00
Mehdi Amini 0f9e6451a8 Defend early against operation created without a registered dialect
Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D105961
2021-07-15 03:52:32 +00:00
Mehdi Amini 3e25ea709c Revert "Defend early against operation created without a registered dialect"
This reverts commit 58018858e8.

The Python bindings test are broken.
2021-07-15 03:31:44 +00:00
Mehdi Amini 58018858e8 Defend early against operation created without a registered dialect
Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D105961
2021-07-15 03:02:52 +00:00
Aart Bik 123e8dfcf8 [mlir][sparse] add support for std unary operations
Adds zero-preserving unary operators from std. Also adds xor.
Performs minor refactoring to remove "zero" node, and pushed
the irregular logic for negi (not support in std) into one place.

Reviewed By: gussmith23

Differential Revision: https://reviews.llvm.org/D105928
2021-07-13 14:51:13 -07:00
Gus Smith 40843347b3 [mlir][sparse] Add Merger unit tests (with gcc5 build fix)
This is a fix of https://reviews.llvm.org/D104956, which broke the gcc5 build.

We opt to use unit tests rather than check tests as the lattice/merger code is a small C++ component with a well-defined API. Testing this API via check tests would be far less direct and readable. In addition, as the check tests will only be able to test the API indirectly, the tests may break based on unrelated changes; e.g. changes in linalg.

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D105828
2021-07-12 20:36:10 +00:00
Alex Zinenko 75e5f0aac9 [mlir] factor memref-to-llvm lowering out of std-to-llvm
After the MemRef has been split out of the Standard dialect, the
conversion to the LLVM dialect remained as a huge monolithic pass.
This is undesirable for the same complexity management reasons as having
a huge Standard dialect itself, and is even more confusing given the
existence of a separate dialect. Extract the conversion of the MemRef
dialect operations to LLVM into a separate library and a separate
conversion pass.

Reviewed By: herhut, silvas

Differential Revision: https://reviews.llvm.org/D105625
2021-07-09 14:49:52 +02:00
Mehdi Amini 38451fa178 Revert "[mlir][sparse] Add Merger unit tests"
This reverts commit 0d0cff3ace.

The build is broken with GCC 5.4
2021-07-09 01:43:19 +00:00
Gus Smith 0d0cff3ace [mlir][sparse] Add Merger unit tests
We opt to use unit tests rather than check tests as the lattice/merger code is a small C++ component with a well-defined API. Testing this API via check tests would be far less direct and readable. In addition, as the check tests will only be able to test the API indirectly, the tests may break based on unrelated changes; e.g. changes in linalg.

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D104956
2021-07-08 23:10:33 +00:00
Arjun P c605dfcfc0 [MLIR] FlatAffineConstraints: Use Matrix objects to store the constraints
This results in significant deduplication of code. This patch is not expected to change any functionality, it's just some simplification in preparation for future work. Also slightly simplified some code that was being touched anyway and added some unit tests for some functions that were touched.

Reviewed By: bondhugula

Differential Revision: https://reviews.llvm.org/D105152
2021-07-01 22:05:31 +05:30
Alex Zinenko 355216380b [mlir] Remove SDBM
This data structure and algorithm collection is no longer in use.

Reviewed By: bondhugula

Differential Revision: https://reviews.llvm.org/D105102
2021-06-29 14:46:26 +02:00
River Riddle e4e31e19bb [mlir][OpGen] Cache Identifiers for known attribute names in AbstractOperation.
Operations currently rely on the string name of attributes during attribute lookup/removal/replacement, in build methods, and more. This unfortunately means that some of the most used APIs in MLIR require string comparisons, additional hashing(+mutex locking) to construct Identifiers, and more. This revision remedies this by caching identifiers for all of the attributes of the operation in its corresponding AbstractOperation. Just updating the autogenerated usages brings up to a 15% reduction in compile time, greatly reducing the cost of interacting with the attributes of an operation. This number can grow even higher as we use these methods in handwritten C++ code.

Methods for accessing these cached identifiers are exposed via `<attr-name>AttrName` methods on the derived operation class. Moving forward, users should generally use these methods over raw strings when an attribute name is necessary.

Differential Revision: https://reviews.llvm.org/D104167
2021-06-22 19:56:05 +00:00
Vladislav Vinogradov 628e136738 [mlir][ODS] Fix copy ctor for generate Pass classes
Redirect the copy ctor to the actual class instead of
overwriting it with `TypeID` based ctor.

This allows the final Pass classes to have extra fields and logic for their copy.

Reviewed By: lattner

Differential Revision: https://reviews.llvm.org/D104302
2021-06-21 14:07:31 +03:00
Alex Zinenko d7e8912134 [mlir] Enable delayed registration of attribute/operation/type interfaces
This functionality is similar to delayed registration of dialect interfaces. It
allows external interface models to be registered before the dialect containing
the attribute/operation/type interface is loaded, or even before the context is
created.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D104397
2021-06-17 13:19:24 +02:00
Alex Zinenko 23cdf7b6ed [mlir] separable registration of operation interfaces
This is similar to attribute and type interfaces and mostly the same mechanism
(FallbackModel / ExternalModel, ODS generation). There are minor differences in
how the concept-based polymorphism is implemented for operations that are
accounted for by ODS backends, and this essentially adds a test and exposes the
API.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D104294
2021-06-17 12:00:31 +02:00
Alex Zinenko 9b2a1bcf6f [mlir] separable registration of attribute and type interfaces
It may be desirable to provide an interface implementation for an attribute or
a type without modifying the definition of said attribute or type. Notably,
this allows to implement interfaces for attributes and types outside of the
dialect that defines them and, in particular, provide interfaces for built-in
types. Provide the mechanism to do so.

Currently, separable registration requires the attribute or type to have been
registered with the context, i.e. for the dialect containing the attribute or
type to be loaded. This can be relaxed in the future using a mechanism similar
to delayed dialect interface registration.

See https://llvm.discourse.group/t/rfc-separable-attribute-type-interfaces/3637

Depends On D104233

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D104234
2021-06-15 15:20:27 +02:00
River Riddle c42dd5dbb0 [mlir] Add new SubElementAttr/SubElementType Interfaces
These interfaces allow for a composite attribute or type to opaquely provide access to any held attributes or types. There are several intended use cases for this interface. The first of which is to allow the printer to create aliases for non-builtin dialect attributes and types. In the future, this interface will also be extended to allow for SymbolRefAttr to be placed on other entities aside from just DictionaryAttr and ArrayAttr.

To limit potential test breakages, this revision only adds the new interfaces to the builtin attributes/types that are currently hardcoded during AsmPrinter alias generation. In a followup the remaining builtin attributes/types, and non-builtin attributes/types can be extended to support it.

Differential Revision: https://reviews.llvm.org/D102945
2021-06-10 17:23:07 -07:00
Lei Zhang 56f60a1ce7 [mlir][spirv] Use SingleBlock + NoTerminator for spv.module
This allows us to remove the `spv.mlir.endmodule` op and
all the code associated with it.

Along the way, tightened the APIs for `spv.module` a bit
by removing some aliases. Now we use `getRegion` to get
the only region, and `getBody` to get the region's only
block.

Reviewed By: mravishankar, hanchung

Differential Revision: https://reviews.llvm.org/D103265
2021-06-09 14:00:06 -04:00
Lei Zhang 41bc54cc56 [mlir][spirv] NFC: Replace OwningSPIRVModuleRef with OwningOpRef
Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D102009
2021-05-06 17:17:44 -04:00
Butygin cd94f18ec1 [mlir] Pass AnalysisManager as optional parameter to analysis ctor, so it can request any other analysis as dependency
Differential Revision: https://reviews.llvm.org/D100274
2021-04-20 19:18:36 +03:00
Arjun P 2690d4d45a [MLIR] Support symbols in emptiness checks for FlatAffineConstraints
Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D100114
2021-04-08 21:38:47 +05:30
River Riddle 109305e104 [mlir] Emit errors when creating unregistered attributes/types when not allowed
This was missed when verification for creating unregistered operations was added.

Differential Revision: https://reviews.llvm.org/D99684
2021-04-02 12:45:35 -07:00
Alex Zinenko db694c52b4 [mlir] fix -Wsign-compare in memref unit tests 2021-03-26 19:38:13 +01:00
Vladislav Vinogradov 70b6f16e07 [mlir] Support MemRefType with multiple AffineMaps in getStridesAndOffset
Compose multiple AffineMaps into single map before strides extraction.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D99166
2021-03-25 12:18:49 +03:00
Alex Zinenko 842d243508 [mlir] forward data layout query to scoping op in absence of specification
Even if the layout specification is missing from an op that supports it, the op
is still expected to provide meaningful responses to data layout queries.
Forward them to the op instead of directly calling the default implementation.

Depends On D98524

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D98525
2021-03-24 15:13:41 +01:00
Alex Zinenko f9cdc61d11 [mlir] provide a version of data layout size hooks in bits
This is useful for bit-packing types such as vectors and tuples as well as for
exotic architectures that have non-8-bit bytes.

Depends On D98500

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D98524
2021-03-24 15:13:40 +01:00
River Riddle 76f3c2f3f3 [mlir][Pattern] Add better support for using interfaces/traits to match root operations in rewrite patterns
To match an interface or trait, users currently have to use the `MatchAny` tag. This tag can be quite problematic for compile time for things like the canonicalizer, as the `MatchAny` patterns may get applied to  *every* operation. This revision adds better support by bucketing interface/trait patterns based on which registered operations have them registered. This means that moving forward we will only attempt to match these patterns to operations that have this interface registered. Two simplify defining patterns that match traits and interfaces, two new utility classes have been added: OpTraitRewritePattern and OpInterfaceRewritePattern.

Differential Revision: https://reviews.llvm.org/D98986
2021-03-23 14:05:33 -07:00
Chris Lattner 79d7f618af Rename FrozenRewritePatternList -> FrozenRewritePatternSet; NFC.
This nicely aligns the naming with RewritePatternSet.  This type isn't
as widely used, but we keep a using declaration in to help with
downstream consumption of this change.

Differential Revision: https://reviews.llvm.org/D99131
2021-03-22 17:40:45 -07:00
Chris Lattner dc4e913be9 [PatternMatch] Big mechanical rename OwningRewritePatternList -> RewritePatternSet and insert -> add. NFC
This doesn't change APIs, this just cleans up the many in-tree uses of these
names to use the new preferred names.  We'll keep the old names around for a
couple weeks to help transitions.

Differential Revision: https://reviews.llvm.org/D99127
2021-03-22 17:20:50 -07:00
Chris Lattner 3a506b31a3 Change OwningRewritePatternList to carry an MLIRContext with it.
This updates the codebase to pass the context when creating an instance of
OwningRewritePatternList, and starts removing extraneous MLIRContext
parameters.  There are many many more to be removed.

Differential Revision: https://reviews.llvm.org/D99028
2021-03-21 10:06:31 -07:00
Butygin a531bbd9ad [MLIR] Test pattern benefit sorting between operation specific and operation agnostic patterns.
Previously low benefit op-specific patterns never had a chance to match
even if high benefit op-agnostic pattern failed to match.

This was already fixed upstream, this commit just adds testscase

Differential Revision: https://reviews.llvm.org/D98513
2021-03-19 23:11:56 +03:00
Vladislav Vinogradov fee9054232 [mlir][ODS] Support specialized Attribute class for Enums
Add a feature to `EnumAttr` definition to generate
specialized Attribute class for the particular enumeration.

This class will inherit `StringAttr` or `IntegerAttr` and
will override `classof` and `getValue` methods.

With this class the enumeration predicate can be checked with simple
RTTI calls (`isa`, `dyn_cast`) and it will return the typed enumeration
directly instead of raw string/integer.

Based on the following discussion:
https://llvm.discourse.group/t/rfc-add-enum-attribute-decorator-class/2252

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D97836
2021-03-17 16:44:24 +03:00
Julian Gross e2310704d8 [MLIR] Create memref dialect and move dialect-specific ops from std.
Create the memref dialect and move dialect-specific ops
from std dialect to this dialect.

Moved ops:
AllocOp -> MemRef_AllocOp
AllocaOp -> MemRef_AllocaOp
AssumeAlignmentOp -> MemRef_AssumeAlignmentOp
DeallocOp -> MemRef_DeallocOp
DimOp -> MemRef_DimOp
MemRefCastOp -> MemRef_CastOp
MemRefReinterpretCastOp -> MemRef_ReinterpretCastOp
GetGlobalMemRefOp -> MemRef_GetGlobalOp
GlobalMemRefOp -> MemRef_GlobalOp
LoadOp -> MemRef_LoadOp
PrefetchOp -> MemRef_PrefetchOp
ReshapeOp -> MemRef_ReshapeOp
StoreOp -> MemRef_StoreOp
SubViewOp -> MemRef_SubViewOp
TransposeOp -> MemRef_TransposeOp
TensorLoadOp -> MemRef_TensorLoadOp
TensorStoreOp -> MemRef_TensorStoreOp
TensorToMemRefOp -> MemRef_BufferCastOp
ViewOp -> MemRef_ViewOp

The roadmap to split the memref dialect from std is discussed here:
https://llvm.discourse.group/t/rfc-split-the-memref-dialect-from-std/2667

Differential Revision: https://reviews.llvm.org/D98041
2021-03-15 11:14:09 +01:00
River Riddle 31bb8efd69 [mlir][StorageUniquer] Properly call the destructor on non-trivially destructible storage instances
This allows for storage instances to store data that isn't uniqued in the context, or contain otherwise non-trivial logic, in the rare situations that they occur. Storage instances with trivial destructors will still have their destructor skipped. A consequence of this is that the storage instance definition must be visible from the place that registers the type.

Differential Revision: https://reviews.llvm.org/D98311
2021-03-11 11:35:32 -08:00
Alex Zinenko 27104390e8 [mlir] fix cmake build 2021-03-11 18:22:00 +01:00
Alex Zinenko 3ba14fa0ce [mlir] Introduce data layout modeling subsystem
Data layout information allows to answer questions about the size and alignment
properties of a type. It enables, among others, the generation of various
linear memory addressing schemes for containers of abstract types and deeper
reasoning about vectors. This introduces the subsystem for modeling data
layouts in MLIR.

The data layout subsystem is designed to scale to MLIR's open type and
operation system. At the top level, it consists of attribute interfaces that
can be implemented by concrete data layout specifications; type interfaces that
should be implemented by types subject to data layout; operation interfaces
that must be implemented by operations that can serve as data layout scopes
(e.g., modules); and dialect interfaces for data layout properties unrelated to
specific types. Built-in types are handled specially to decrease the overall
query cost.

A concrete default implementation of these interfaces is provided in the new
Target dialect. Defaults for built-in types that match the current behavior are
also provided.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D97067
2021-03-11 16:54:47 +01:00
Vladislav Vinogradov f3bf5c053b [mlir] Model MemRef memory space as Attribute
Based on the following discussion:
https://llvm.discourse.group/t/rfc-memref-memory-shape-as-attribute/2229

The goal of the change is to make memory space property to have more
expressive representation, rather then "magic" integer values.

It will allow to have more clean ASM form:

```
gpu.func @test(%arg0: memref<100xf32, "workgroup">)

// instead of

gpu.func @test(%arg0: memref<100xf32, 3>)
```

Explanation for `Attribute` choice instead of plain `string`:

* `Attribute` classes allow to use more type safe API based on RTTI.
* `Attribute` classes provides faster comparison operator based on
  pointer comparison in contrast to generic string comparison.
* `Attribute` allows to store more complex things, like structs or dictionaries.
  It will allows to have more complex memory space hierarchy.

This commit preserve old integer-based API and implements it on top
of the new one.

Depends on D97476

Reviewed By: rriddle, mehdi_amini

Differential Revision: https://reviews.llvm.org/D96145
2021-03-10 12:57:27 +03:00
River Riddle a776ecb6c2 [mlir][IR] Add an Operation::eraseOperands that supports batch erasure
This method allows for removing multiple disjoint operands at once, reducing the need to erase operands individually (which results in shifting the operand list).

Differential Revision: https://reviews.llvm.org/D98290
2021-03-09 15:07:53 -08:00
Alex Zinenko 19db802e7b [mlir] make implementations of translation to LLVM IR interfaces private
There is no need for the interface implementations to be exposed, opaque
registration functions are sufficient for all users, similarly to passes.

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D97852
2021-03-04 09:16:32 +01:00
River Riddle e6260ad043 [mlir] Simplify various pieces of code now that Identifier has access to the Context/Dialect
This also exposed a bug in Dialect loading where it was not correctly identifying identifiers that had the dialect namespace as a prefix.

Differential Revision: https://reviews.llvm.org/D97431
2021-02-26 18:00:05 -08:00
River Riddle dc6a84fce6 [mlir] Add support for DebugCounters using the new DebugAction infrastructure
DebugCounters allow for selectively enabling the execution of a debug action based upon a "counter". This counter is comprised of two components that are used in the control of execution of an action, a "skip" value and a "count" value. The "skip" value is used to skip a certain number of initial executions of a debug action. The "count" value is used to prevent a debug action from executing after it has executed for a set number of times (not including any executions that have been skipped). For example, a counter for a debug action with `skip=47` and `count=2`, would skip the first 47 executions, then execute twice, and finally prevent any further executions.

This is effectively the same as the DebugCounter infrastructure in LLVM, but using the DebugAction infrastructure in MLIR. We can't simply reuse the DebugCounter support already present in LLVM due to its heavy reliance on global constructors (which are not allowed in MLIR). The DebugAction infrastructure already nicely supports the debug counter use case, and promotes the separation of policy and mechanism design philosophy.

Differential Revision: https://reviews.llvm.org/D96395
2021-02-23 01:01:17 -08:00
River Riddle 72d5afa4ac [mlir] Add a new debug action framework.
This revision adds the infrastructure for `Debug Actions`. This is a DEBUG only
API that allows for external entities to control various aspects of compiler
execution. This is conceptually similar to something like DebugCounters in LLVM, but at a lower level. This framework doesn't make any assumptions about how the higher level driver is controlling the execution, it merely provides a framework for connecting the two together. This means that on top of DebugCounter functionality, we could also provide more interesting drivers such as interactive execution. A high level overview of the workflow surrounding debug actions is
shown below:

*   Compiler developer defines an `action` that is taken by the a pass,
    transformation, utility that they are developing.
*   Depending on the needs, the developer dispatches various queries, pertaining
    to this action, to an `action manager` that will provide an answer as to
    what behavior the action should do.
*   An external entity registers an `action handler` with the action manager,
    and provides the logic to resolve queries on actions.

The exact definition of an `external entity` is left opaque, to allow for more
interesting handlers.

This framework was proposed here: https://llvm.discourse.group/t/rfc-debug-actions-in-mlir-debug-counters-for-the-modern-world

Differential Revision: https://reviews.llvm.org/D84986
2021-02-23 00:52:17 -08:00
Geoffrey Martin-Noble db011775e4 Reland "[MLIR] Make structured op tests permutation invariant"
Relands with fix swapping DEPENDS for LINK_LIBS.

This reverts commit cd8cc00b9e.

Differential Revision: https://reviews.llvm.org/D97011
2021-02-18 18:09:49 -08:00
Mehdi Amini cd8cc00b9e Revert "[MLIR] Make structured op tests permutation invariant"
This reverts commit b9ff67099a.
The build is broken with -DBUILD_SHARED_LIBS=ON
2021-02-19 00:16:45 +00:00
Geoffrey Martin-Noble b9ff67099a [MLIR] Make structured op tests permutation invariant
Extracts the relevant dimensions from the map under test to build up the
maps to test against in a permutation-invariant way.

This also includes a fix to the indexing maps used by
isColumnMajorMatmul. The maps as currently written do not describe a
column-major matmul. The linalg named op column_major_matmul has the
correct maps (and notably fails the current test).

If `C = matmul(A, B)` we want an operation that given A in column major
format and B in column major format produces C in column major format.
Given that for a matrix, faux column major is just transpose.
`column_major_matmul(transpose(A), transpose(B)) = transpose(C)`. If
`A` is `NxK` and `B` is `KxM`, then `C` is `NxM`, so `transpose(A)` is
`KxN`, `transpose(B)` is `MxK` and `transpose(C)` is `MxN`, not `NxM`
as these maps currently have.

Reviewed By: nicolasvasilache

Differential Revision: https://reviews.llvm.org/D96984
2021-02-18 14:36:07 -08:00
Alexander Belyaev a89035d750 Revert "[MLIR] Create memref dialect and move several dialect-specific ops from std."
This commit introduced a cyclic dependency:
Memref dialect depends on Standard because it used ConstantIndexOp.
Std depends on the MemRef dialect in its EDSC/Intrinsics.h

Working on a fix.

This reverts commit 8aa6c3765b.
2021-02-18 12:49:52 +01:00
Julian Gross 8aa6c3765b [MLIR] Create memref dialect and move several dialect-specific ops from std.
Create the memref dialect and move several dialect-specific ops without
dependencies to other ops from std dialect to this dialect.

Moved ops:
AllocOp -> MemRef_AllocOp
AllocaOp -> MemRef_AllocaOp
DeallocOp -> MemRef_DeallocOp
MemRefCastOp -> MemRef_CastOp
GetGlobalMemRefOp -> MemRef_GetGlobalOp
GlobalMemRefOp -> MemRef_GlobalOp
PrefetchOp -> MemRef_PrefetchOp
ReshapeOp -> MemRef_ReshapeOp
StoreOp -> MemRef_StoreOp
TransposeOp -> MemRef_TransposeOp
ViewOp -> MemRef_ViewOp

The roadmap to split the memref dialect from std is discussed here:
https://llvm.discourse.group/t/rfc-split-the-memref-dialect-from-std/2667

Differential Revision: https://reviews.llvm.org/D96425
2021-02-18 11:29:39 +01:00
Jacques Pienaar 381a65fa06 [mlir] Add clone method to ShapedType
Allow clients to create a new ShapedType of the same "container" type
but with different element or shape. First use case is when refining
shape during shape inference without needing to consider which
ShapedType is being refined.

Differential Revision: https://reviews.llvm.org/D96682
2021-02-15 11:04:16 -08:00
Alex Zinenko 34ea608a47 [mlir] Support repeated delayed registration of dialect interfaces
Dialects themselves do not support repeated addition of interfaces with the
same TypeID. However, in case of delayed registration, the registry may contain
such an interface, or have the same interface registered several times due to,
e.g., dependencies. Make sure we delayed registration does not attempt to add
an interface with the same TypeID more than once.

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D96606
2021-02-15 10:46:26 +01:00
Alex Zinenko b77bac0572 [mlir] Introduce dialect interfaces for translation to LLVM IR
The existing approach to translation to the LLVM IR relies on a single
translation supporting the base LLVM dialect, extensible through inheritance to
support intrinsic-based dialects also derived from LLVM IR such as NVVM and
AVX512. This approach does not scale well as it requires additional
translations to be created for each new intrinsic-based dialect and does not
allow them to mix in the same module, contrary to the rest of the MLIR
infrastructure. Furthermore, OpenMP translation ingrained itself into the main
translation mechanism.

Start refactoring the translation to LLVM IR to operate using dialect
interfaces. Each dialect that contains ops translatable to LLVM IR can
implement the interface for translating them, and the top-level translation
driver can operate on interfaces without knowing about specific dialects.
Furthermore, the delayed dialect registration mechanism allows one to avoid a
dependency on LLVM IR in the dialect that is translated to it by implementing
the translation as a separate library and only registering it at the client
level.

This change introduces the new mechanism and factors out the translation of the
"main" LLVM dialect. The remaining dialects will follow suit.

Reviewed By: nicolasvasilache

Differential Revision: https://reviews.llvm.org/D96503
2021-02-12 17:49:44 +01:00
Mehdi Amini 09cfec6243 Fix CMake configuration for MLIR unittests
The CMake changes in 2aa1af9b1d to make it possible to build MLIR as a
standalone project unfortunately disabled all unit-tests from the
regular in-tree build.
2021-02-11 01:17:49 +00:00
Mehdi Amini 81987396ac Fix StridedMemRefType operator[] SFINAE to allow correctly selecting the `int64_t` overload for non-container operands 2021-02-10 20:02:11 +00:00
Mehdi Amini 9680ea5c98 Add convenience C++ helper to manipulate ranked strided memref
Reland 11f32a41c2 that was reverted in e49967fbd9 after fixing the build.

Differential Revision: https://reviews.llvm.org/D96192
2021-02-10 18:58:05 +00:00
Mehdi Amini e49967fbd9 Revert "Add convenience C++ helper to manipulate ranked strided memref"
This reverts commit 11f32a41c2.

The build is broken because this commit conflits with the refactoring of
the DialectRegistry APIs in the context. It'll reland shortly after
fixing the API usage.
2021-02-10 18:09:38 +00:00
Mehdi Amini 11f32a41c2 Add convenience C++ helper to manipulate ranked strided memref
Differential Revision: https://reviews.llvm.org/D96192
2021-02-10 17:40:36 +00:00
Alex Zinenko 2996a8d675 [mlir] avoid exposing mutable DialectRegistry from MLIRContext
MLIRContext allows its users to access directly to the DialectRegistry it
contains. While sometimes useful for registering additional dialects on an
already existing context, this breaks the encapsulation by essentially giving
raw accesses to a part of the context's internal state. Remove this mutable
access and instead provide a method to append a given DialectRegistry to the
one already contained in the context. Also provide a shortcut mechanism to
construct a context from an already existing registry, which seems to be a
common use case in the wild. Keep read-only access to the registry contained in
the context in case it needs to be copied or used for constructing another
context.

With this change, DialectRegistry is no longer concerned with loading the
dialects and deciding whether to invoke delayed interface registration. Loading
is concentrated in the MLIRContext, and the functionality of the registry
better reflects its name.

Depends On D96137

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D96331
2021-02-10 12:07:34 +01:00
Alex Zinenko 3da51522fb [mlir] enable delayed registration of dialect interfaces
This introduces a mechanism to register interfaces for a dialect without making
the dialect itself depend on the interface. The registration request happens on
DialectRegistry and, if the dialect has not been loaded yet, the actual
registration is delayed until the dialect is loaded. It requires
DialectRegistry to become aware of the context that contains it and the context
to expose methods for querying if a dialect is loaded.

This mechanism will enable a simple extension mechanism for dialects that can
have interfaces defined outside of the dialect code. It is particularly helpful
for, e.g., translation to LLVM IR where we don't want the dialect itself to
depend on LLVM IR libraries.

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D96137
2021-02-10 12:07:32 +01:00
Tres Popp c2c83e97c3 Revert "Revert "Reorder MLIRContext location in BuiltinAttributes.h""
This reverts commit 511dd4f438 along with
a couple fixes.

Original message:
Now the context is the first, rather than the last input.

This better matches the rest of the infrastructure and makes
it easier to move these types to being declaratively specified.

Phabricator: https://reviews.llvm.org/D96111
2021-02-08 10:39:58 +01:00
Tres Popp 511dd4f438 Revert "Reorder MLIRContext location in BuiltinAttributes.h"
This reverts commit 7827753f98.
2021-02-08 09:32:42 +01:00
Tres Popp 7827753f98 Reorder MLIRContext location in BuiltinAttributes.h
Now the context is the first, rather than the last input.

This better matches the rest of the infrastructure and makes
it easier to move these types to being declaratively specified.

Differential Revision: https://reviews.llvm.org/D96111
2021-02-08 09:28:09 +01:00
Mehdi Amini d6efb6fc86 Rework ExecutionEngine::invoke() to make it more friendly to use from C++
This new invoke will pack a list of argument before calling the
`invokePacked` method. It accepts returned value as output argument
wrapped in `ExecutionEngine::Result<T>`, and delegate the packing of
arguments to a trait to allow for customization for some types.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D95961
2021-02-06 01:32:50 +00:00
River Riddle e21adfa32d [mlir] Mark LogicalResult as LLVM_NODISCARD
This makes ignoring a result explicit by the user, and helps to prevent accidental errors with dropped results. Marking LogicalResult as no discard was always the intention from the beginning, but got lost along the way.

Differential Revision: https://reviews.llvm.org/D95841
2021-02-04 15:10:10 -08:00
karimnosseir 0af2527536 Update ElementsAttr::isValidIndex to handle ElementsAttr with a scalar. Scalar will have rank 0.
Update ElementsAttr::isValidIndex to handle ElementsAttr with a scalar. Scalar will have rank 0.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D95663
2021-01-29 16:56:00 -08:00
Arjun P 14056dfb4d [MLIR] Add support for extracting an integer sample point (if one exists) from an unbounded FlatAffineConstraints.
With this, we have complete support for finding integer sample points in FlatAffineConstraints.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D95047
2021-01-22 22:28:38 +05:30
Arjun P 9f32f1d6fb [MLIR] Support checking if two FlatAffineConstraints are equal
This patch adds support for checking if two PresburgerSets are equal. In particular, one can check if two FlatAffineConstraints are equal by constructing PrebsurgerSets from them and comparing these.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D94915
2021-01-18 21:46:01 +05:30
Arjun P 6ebeba88f5 Support emptiness checks for unbounded FlatAffineConstraints.
With this, we have complete support for emptiness checks. This also paves the way for future support to check if two FlatAffineConstraints are equal.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D94272
2021-01-14 19:33:37 +01:00
River Riddle e0a93e4b65 [mlir][ODS] Rename several uses of 'description' to 'summary'
Right now constraint/predicate traits/etc. use their "description" field as a one line human readable string. This breaks the current convention, by which a "description" may be multi-line. This revision renames the "description" field in these cases to "summary" which matches what the string is actually used as. This also unbreaks the use of TypeDefs(and eventually AttrDefs) in conjunction with existing type constraint facilities like `Optional`.

Differential Revision: https://reviews.llvm.org/D94133
2021-01-06 14:18:58 -08:00
River Riddle 1b97cdf885 [mlir][IR][NFC] Move context/location parameters of builtin Type::get methods to the start of the parameter list
This better matches the rest of the infrastructure, is much simpler, and makes it easier to move these types to being declaratively specified.

Differential Revision: https://reviews.llvm.org/D93432
2020-12-17 13:01:36 -08:00
Lei Zhang 0117865412 [mlir][spirv] NFC: Shuffle code around to better follow convention
This commit shuffles SPIR-V code around to better follow MLIR
convention. Specifically,

* Created IR/, Transforms/, Linking/, and Utils/ subdirectories and
  moved suitable code inside.
* Created SPIRVEnums.{h|cpp} for SPIR-V C/C++ enums generated from
  SPIR-V spec. Previously they are cluttered inside SPIRVTypes.{h|cpp}.
* Fixed include guards in various header files (both .h and .td).
* Moved serialization tests under test/Target/SPIRV.
* Renamed TableGen backend -gen-spirv-op-utils into -gen-spirv-attr-utils
  as it is only generating utility functions for attributes.

Reviewed By: mravishankar

Differential Revision: https://reviews.llvm.org/D93407
2020-12-17 11:03:26 -05:00
Christian Sigg a1eb154421 [flang] Use mlir::OpState::operator->() to get to methods of mlir::Operation.
This is a preparation step to remove those methods from OpState.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D93194
2020-12-14 20:04:53 +01:00
ergawy ecab63894b [MLIR][SPIRV] Refactoring serialization and deserialization
This commit splits SPIR-V's serialization and deserialization code
into separate libraries. The motiviation being that the serializer
is used more often the deserializer and therefore lumping them
together unnecessarily increases binary size for the most common
case.

This commit also moves these libraries into the Target/ directory
to follow MLIR convention.

Reviewed By: antiagainst

Differential Revision: https://reviews.llvm.org/D91548
2020-12-14 12:28:16 -05:00
River Riddle c7cae0e4fa [mlir][Attributes][NFC] Move all builtin Attribute classes to BuiltinAttributes.h
This mirrors the file structure of Types.

Differential Revision: https://reviews.llvm.org/D92499
2020-12-03 18:02:11 -08:00
River Riddle 09f7a55fad [mlir][Types][NFC] Move all of the builtin Type classes to BuiltinTypes.h
This is part of a larger refactoring the better congregates the builtin structures under the BuiltinDialect. This also removes the problematic "standard" naming that clashes with the "standard" dialect, which is not defined within IR/. A temporary forward is placed in StandardTypes.h to allow time for downstream users to replaced references.

Differential Revision: https://reviews.llvm.org/D92435
2020-12-03 18:02:10 -08:00
Marius Brehler c5d017267d [mlir] Add build configuration for Quant unittest 2020-11-25 21:59:05 +01:00
River Riddle 65fcddff24 [mlir][BuiltinDialect] Resolve comments from D91571
* Move ops to a BuiltinOps.h
* Add file comments
2020-11-19 11:12:49 -08:00
River Riddle 73ca690df8 [mlir][NFC] Remove references to Module.h and Function.h
These includes have been deprecated in favor of BuiltinDialect.h, which contains the definitions of ModuleOp and FuncOp.

Differential Revision: https://reviews.llvm.org/D91572
2020-11-17 00:55:47 -08:00
Rahul Joshi b7382ed3fe [MLIR] Extend Symbol verification to reject public symbol declarations.
- Extend the Symbol interface with `isDeclaration` to identify operations that declare
  a symbol as opposed to define it.
- Extend verification to disallow public declarations as per the discussion in
   https://llvm.discourse.group/t/rfc-symbol-definition-declaration-x-visibility-checks/2140
- Adopt the new interface for `FuncOp` and fix test and code to not have/create public
  function declarations.

Differential Revision: https://reviews.llvm.org/D91456
2020-11-16 16:05:32 -08:00
Eugene Zhulenev bb0d5f767d [mlir] Add NumberOfExecutions analysis + update RegionBranchOpInterface interface to query number of region invocations
Implements RFC discussed in: https://llvm.discourse.group/t/rfc-operationinstancesinterface-or-any-better-name/2158/10

Reviewed By: silvas, ftynse, rriddle

Differential Revision: https://reviews.llvm.org/D90922
2020-11-11 01:43:17 -08:00
Alexander Belyaev d413f4bc62 [mlir] Fix missing namespaces in OpBuildGen.cpp
Differential Revision: https://reviews.llvm.org/D90858
2020-11-05 18:11:01 +01:00
Mehdi Amini 008b9d97cb Make the implicit nesting behavior of the PassManager user-controllable and default to false
This is an error prone behavior, I frequently have ~20 min debugging sessions when I hit
an unexpected implicit nesting. This default makes the C++ API safer for users.

Depends On D90669

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D90671
2020-11-03 11:17:44 +00:00
Mehdi Amini e7021232e6 Remove global dialect registration
This has been deprecated for >1month now and removal was announced in:

https://llvm.discourse.group/t/rfc-revamp-dialect-registration/1559/11

Differential Revision: https://reviews.llvm.org/D86356
2020-10-24 00:35:55 +00:00
Mehdi Amini 6a72635881 Revert "Remove global dialect registration"
This reverts commit b22e2e4c6e.

Investigating broken builds
2020-10-23 21:26:48 +00:00
Mehdi Amini b22e2e4c6e Remove global dialect registration
This has been deprecated for >1month now and removal was announced in:

https://llvm.discourse.group/t/rfc-revamp-dialect-registration/1559/11

Differential Revision: https://reviews.llvm.org/D86356
2020-10-23 20:41:44 +00:00
James Molloy 8bdbe29519 [mlir] Fix bug in computing operation order
When attempting to compute a differential orderIndex we were calculating the
bailout condition correctly, but then an errant "+ 1" meant the orderIndex we
created was invalid.

Added test.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D89115
2020-10-09 12:18:52 +01:00
Arjun P 63dead2096 Introduce subtraction for FlatAffineConstraints
Subtraction is a foundational arithmetic operation that is often used when computing, for example, data transfer sets or cache hits. Since the result of subtraction need not be a convex polytope, a new class `PresburgerSet` is introduced to represent unions of convex polytopes.

Reviewed By: ftynse, bondhugula

Differential Revision: https://reviews.llvm.org/D87068
2020-10-07 17:31:06 +02:00
Jacques Pienaar 9b851527d5 Add indented raw_ostream class
Class simplifies keeping track of the indentation while emitting. For every new line the current indentation is simply prefixed (if not at start of line, then it just emits as normal). Add a simple Region helper that makes it easy to have the C++ scope match the emitted scope.

Use this in op doc generator and rewrite generator.

This reverts revert commit be185b6a73 addresses shared lib failure by fixing up cmake files.

Differential Revision: https://reviews.llvm.org/D84107
2020-10-03 15:17:38 -07:00
Jacques Pienaar be185b6a73 Revert "Add indented raw_ostream class"
This reverts commit 78530ce653.

Fails on shared_lib build.
2020-10-03 09:41:35 -07:00
Jacques Pienaar 78530ce653 Add indented raw_ostream class
Class simplifies keeping track of the indentation while emitting. For every new line the current indentation is simply prefixed (if not at start of line, then it just emits as normal). Add a simple Region helper that makes it easy to have the C++ scope match the emitted scope.

Use this in op doc generator and rewrite generator.

Differential Revision: https://reviews.llvm.org/D84107
2020-10-03 08:53:43 -07:00
Rahul Joshi 08e4f07852 [MLIR][NFC] Adopt use of TypeRange in build() methods.
- Use TypeRange instead of ArrayRef<Type> where possible.
- Change some of the custom builders to also use TypeRange

Differential Revision: https://reviews.llvm.org/D87944
2020-09-23 09:07:57 -07:00
Lei Zhang 7939b76e2a [mlir] Support default valued attribute in StructsGen
Its handling is similar to optional attributes, except for the
getter method.

Reviewed By: rsuderman

Differential Revision: https://reviews.llvm.org/D87055
2020-09-03 09:46:44 -04:00
Mehdi Amini 1284dc34ab Use an Identifier instead of an OperationName internally for OpPassManager identification (NFC)
This allows to defers the check for traits to the execution instead of forcing it on the pipeline creation.
In particular, this is making our pipeline creation tolerant to dialects not being loaded in the context yet.

Reviewed By: rriddle, GMNGeoffrey

Differential Revision: https://reviews.llvm.org/D86915
2020-09-02 21:46:05 +00:00
Mehdi Amini c39c21610d Rename AnalysisManager::slice in AnalysisManager::nest (NFC)
The naming wasn't reflecting the intent of this API, "nest" is aligning
it with the pass manager API.
2020-08-28 20:41:07 +00:00
Kazuaki Ishizaki a23d055912 [mlir] NFC: fix trivial typo under test and tools
Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D86648
2020-08-27 15:37:42 +09:00
Arjun P 33f574672f [MLIR] Redundancy detection for FlatAffineConstraints using Simplex
This patch adds the capability to perform constraint redundancy checks for `FlatAffineConstraints` using `Simplex`, via a new member function `FlatAffineConstraints::removeRedundantConstraints`. The pre-existing redundancy detection algorithm runs a full rational emptiness check for each inequality separately for checking redundancy. Leveraging the existing `Simplex` infrastructure, in this patch we have an algorithm for redundancy checks that can check each constraint by performing pivots on the tableau, which provides an alternative to running Fourier-Motzkin elimination for each constraint separately.

Differential Revision: https://reviews.llvm.org/D84935
2020-08-20 13:38:51 +05:30
Mehdi Amini f9dc2b7079 Separate the Registration from Loading dialects in the Context
This changes the behavior of constructing MLIRContext to no longer load globally
registered dialects on construction. Instead Dialects are only loaded explicitly
on demand:
- the Parser is lazily loading Dialects in the context as it encounters them
during parsing. This is the only purpose for registering dialects and not load
them in the context.
- Passes are expected to declare the dialects they will create entity from
(Operations, Attributes, or Types), and the PassManager is loading Dialects into
the Context when starting a pipeline.

This changes simplifies the configuration of the registration: a compiler only
need to load the dialect for the IR it will emit, and the optimizer is
self-contained and load the required Dialects. For example in the Toy tutorial,
the compiler only needs to load the Toy dialect in the Context, all the others
(linalg, affine, std, LLVM, ...) are automatically loaded depending on the
optimization pipeline enabled.

To adjust to this change, stop using the existing dialect registration: the
global registry will be removed soon.

1) For passes, you need to override the method:

virtual void getDependentDialects(DialectRegistry &registry) const {}

and registery on the provided registry any dialect that this pass can produce.
Passes defined in TableGen can provide this list in the dependentDialects list
field.

2) For dialects, on construction you can register dependent dialects using the
provided MLIRContext: `context.getOrLoadDialect<DialectName>()`
This is useful if a dialect may canonicalize or have interfaces involving
another dialect.

3) For loading IR, dialect that can be in the input file must be explicitly
registered with the context. `MlirOptMain()` is taking an explicit registry for
this purpose. See how the standalone-opt.cpp example is setup:

  mlir::DialectRegistry registry;
  registry.insert<mlir::standalone::StandaloneDialect>();
  registry.insert<mlir::StandardOpsDialect>();

Only operations from these two dialects can be in the input file. To include all
of the dialects in MLIR Core, you can populate the registry this way:

  mlir::registerAllDialects(registry);

4) For `mlir-translate` callback, as well as frontend, Dialects can be loaded in
the context before emitting the IR: context.getOrLoadDialect<ToyDialect>()

Differential Revision: https://reviews.llvm.org/D85622
2020-08-19 01:19:03 +00:00
Mehdi Amini e75bc5c791 Revert "Separate the Registration from Loading dialects in the Context"
This reverts commit d14cf45735.
The build is broken with GCC-5.
2020-08-19 01:19:03 +00:00
Mehdi Amini d14cf45735 Separate the Registration from Loading dialects in the Context
This changes the behavior of constructing MLIRContext to no longer load globally
registered dialects on construction. Instead Dialects are only loaded explicitly
on demand:
- the Parser is lazily loading Dialects in the context as it encounters them
during parsing. This is the only purpose for registering dialects and not load
them in the context.
- Passes are expected to declare the dialects they will create entity from
(Operations, Attributes, or Types), and the PassManager is loading Dialects into
the Context when starting a pipeline.

This changes simplifies the configuration of the registration: a compiler only
need to load the dialect for the IR it will emit, and the optimizer is
self-contained and load the required Dialects. For example in the Toy tutorial,
the compiler only needs to load the Toy dialect in the Context, all the others
(linalg, affine, std, LLVM, ...) are automatically loaded depending on the
optimization pipeline enabled.

To adjust to this change, stop using the existing dialect registration: the
global registry will be removed soon.

1) For passes, you need to override the method:

virtual void getDependentDialects(DialectRegistry &registry) const {}

and registery on the provided registry any dialect that this pass can produce.
Passes defined in TableGen can provide this list in the dependentDialects list
field.

2) For dialects, on construction you can register dependent dialects using the
provided MLIRContext: `context.getOrLoadDialect<DialectName>()`
This is useful if a dialect may canonicalize or have interfaces involving
another dialect.

3) For loading IR, dialect that can be in the input file must be explicitly
registered with the context. `MlirOptMain()` is taking an explicit registry for
this purpose. See how the standalone-opt.cpp example is setup:

  mlir::DialectRegistry registry;
  registry.insert<mlir::standalone::StandaloneDialect>();
  registry.insert<mlir::StandardOpsDialect>();

Only operations from these two dialects can be in the input file. To include all
of the dialects in MLIR Core, you can populate the registry this way:

  mlir::registerAllDialects(registry);

4) For `mlir-translate` callback, as well as frontend, Dialects can be loaded in
the context before emitting the IR: context.getOrLoadDialect<ToyDialect>()

Differential Revision: https://reviews.llvm.org/D85622
2020-08-18 23:23:56 +00:00
Mehdi Amini d84fe55e0d Revert "Separate the Registration from Loading dialects in the Context"
This reverts commit e1de2b7550.
Broke a build bot.
2020-08-18 22:16:34 +00:00
Mehdi Amini e1de2b7550 Separate the Registration from Loading dialects in the Context
This changes the behavior of constructing MLIRContext to no longer load globally
registered dialects on construction. Instead Dialects are only loaded explicitly
on demand:
- the Parser is lazily loading Dialects in the context as it encounters them
during parsing. This is the only purpose for registering dialects and not load
them in the context.
- Passes are expected to declare the dialects they will create entity from
(Operations, Attributes, or Types), and the PassManager is loading Dialects into
the Context when starting a pipeline.

This changes simplifies the configuration of the registration: a compiler only
need to load the dialect for the IR it will emit, and the optimizer is
self-contained and load the required Dialects. For example in the Toy tutorial,
the compiler only needs to load the Toy dialect in the Context, all the others
(linalg, affine, std, LLVM, ...) are automatically loaded depending on the
optimization pipeline enabled.

To adjust to this change, stop using the existing dialect registration: the
global registry will be removed soon.

1) For passes, you need to override the method:

virtual void getDependentDialects(DialectRegistry &registry) const {}

and registery on the provided registry any dialect that this pass can produce.
Passes defined in TableGen can provide this list in the dependentDialects list
field.

2) For dialects, on construction you can register dependent dialects using the
provided MLIRContext: `context.getOrLoadDialect<DialectName>()`
This is useful if a dialect may canonicalize or have interfaces involving
another dialect.

3) For loading IR, dialect that can be in the input file must be explicitly
registered with the context. `MlirOptMain()` is taking an explicit registry for
this purpose. See how the standalone-opt.cpp example is setup:

  mlir::DialectRegistry registry;
  mlir::registerDialect<mlir::standalone::StandaloneDialect>();
  mlir::registerDialect<mlir::StandardOpsDialect>();

Only operations from these two dialects can be in the input file. To include all
of the dialects in MLIR Core, you can populate the registry this way:

  mlir::registerAllDialects(registry);

4) For `mlir-translate` callback, as well as frontend, Dialects can be loaded in
the context before emitting the IR: context.getOrLoadDialect<ToyDialect>()
2020-08-18 21:14:39 +00:00
Rahul Joshi 9a4b30cf84 [MLIR] Add support for defining and using Op specific analysis
- Add variants of getAnalysis() and friends that operate on a specific derived
  operation types.
- Add OpPassManager::getAnalysis() to always call the base getAnalysis() with OpT.
- With this, an OperationPass can call getAnalysis<> using an analysis type that
  is generic (works on Operation *) or specific to the OpT for the pass. Anything
  else will fail to compile.
- Extend AnalysisManager unit test to test this, and add a new PassManager unit
  test to test this functionality in the context of an OperationPass.

Differential Revision: https://reviews.llvm.org/D84897
2020-08-17 09:00:47 -07:00
Mehdi Amini 25ee851746 Revert "Separate the Registration from Loading dialects in the Context"
This reverts commit 2056393387.

Build is broken on a few bots
2020-08-15 09:21:47 +00:00
Mehdi Amini 2056393387 Separate the Registration from Loading dialects in the Context
This changes the behavior of constructing MLIRContext to no longer load globally registered dialects on construction. Instead Dialects are only loaded explicitly on demand:
- the Parser is lazily loading Dialects in the context as it encounters them during parsing. This is the only purpose for registering dialects and not load them in the context.
- Passes are expected to declare the dialects they will create entity from (Operations, Attributes, or Types), and the PassManager is loading Dialects into the Context when starting a pipeline.

This changes simplifies the configuration of the registration: a compiler only need to load the dialect for the IR it will emit, and the optimizer is self-contained and load the required Dialects. For example in the Toy tutorial, the compiler only needs to load the Toy dialect in the Context, all the others (linalg, affine, std, LLVM, ...) are automatically loaded depending on the optimization pipeline enabled.

Differential Revision: https://reviews.llvm.org/D85622
2020-08-15 08:07:31 +00:00
Mehdi Amini ba92dadf05 Revert "Separate the Registration from Loading dialects in the Context"
This was landed by accident, will reland with the right comments
addressed from the reviews.
Also revert dependent build fixes.
2020-08-15 07:35:10 +00:00
Mehdi Amini ebf521e784 Separate the Registration from Loading dialects in the Context
This changes the behavior of constructing MLIRContext to no longer load globally registered dialects on construction. Instead Dialects are only loaded explicitly on demand:
- the Parser is lazily loading Dialects in the context as it encounters them during parsing. This is the only purpose for registering dialects and not load them in the context.
- Passes are expected to declare the dialects they will create entity from (Operations, Attributes, or Types), and the PassManager is loading Dialects into the Context when starting a pipeline.

This changes simplifies the configuration of the registration: a compiler only need to load the dialect for the IR it will emit, and the optimizer is self-contained and load the required Dialects. For example in the Toy tutorial, the compiler only needs to load the Toy dialect in the Context, all the others (linalg, affine, std, LLVM, ...) are automatically loaded depending on the optimization pipeline enabled.
2020-08-14 09:40:27 +00:00
Rahul Joshi 13d05787d0 [MLIR][TableGen] Fix ambiguous build methods when inferring result types.
- Fix ODS framework to suppress build methods that infer result types and are
  ambiguous with collective variants. This applies to operations with a single variadic
  inputs whose result types can be inferred.
- Extended OpBuildGenTest to test these kinds of ops.

Differential Revision: https://reviews.llvm.org/D85060
2020-08-10 10:05:06 -07:00
River Riddle fff39b62bb [mlir][Attribute] Remove usages of Attribute::getKind
This is in preparation for removing the use of "kinds" within attributes and types in MLIR.

Differential Revision: https://reviews.llvm.org/D85370
2020-08-07 13:43:25 -07:00
Mehdi Amini 575b22b5d1 Revisit Dialect registration: require and store a TypeID on dialects
This patch moves the registration to a method in the MLIRContext: getOrCreateDialect<ConcreteDialect>()

This method requires dialect to provide a static getDialectNamespace()
and store a TypeID on the Dialect itself, which allows to lazyily
create a dialect when not yet loaded in the context.
As a side effect, it means that duplicated registration of the same
dialect is not an issue anymore.

To limit the boilerplate, TableGen dialect generation is modified to
emit the constructor entirely and invoke separately a "init()" method
that the user implements.

Differential Revision: https://reviews.llvm.org/D85495
2020-08-07 15:57:08 +00:00
Rahul Joshi 0b161def6c [MLIR] Add unit test for tblgen Op build methods
- Initiate the unit test with a test that tests variants of build() methods
  generated for ops with variadic operands and results.
- The intent is to migrate unit .td tests in mlir/test/mlir-tblgen that check for
  generated C++ code to these unit tests which test both that the generated code
  compiles and also is functionally correct.

Differential Revision: https://reviews.llvm.org/D84074
2020-07-28 15:43:37 -07:00
Logan Smith a52aea0ba6 Use INTERFACE_COMPILE_OPTIONS to disable -Wsuggest-override for any target that links to gtest
This cleans up several CMakeLists.txt's where -Wno-suggest-override was manually specified. These test targets now inherit this flag from the gtest target.

Some unittests CMakeLists.txt's, in particular Flang and LLDB, are not touched by this patch. Flang manually adds the gtest sources itself in some configurations, rather than linking to LLVM's gtest target, so this fix would be insufficient to cover those cases. Similarly, LLDB has subdirectories that manually add the gtest headers to their include path without linking to the gtest target, so those subdirectories still need -Wno-suggest-override to be manually specified to compile without warnings.

Differential Revision: https://reviews.llvm.org/D84554
2020-07-27 08:37:01 -07:00
Logan Smith 77e0e9e17d Reapply "Try enabling -Wsuggest-override again, using add_compile_options instead of add_compile_definitions for disabling it in unittests/ directories."
add_compile_options is more sensitive to its location in the file than add_definitions--it only takes effect for sources that are added after it. This updated patch ensures that the add_compile_options is done before adding any source files that depend on it.

Using add_definitions caused the flag to be passed to rc.exe on Windows and thus broke Windows builds.
2020-07-22 17:50:19 -07:00
Logan Smith 97a0f80c46 Revert "Try enabling -Wsuggest-override again, using add_compile_options instead of add_compile_definitions for disabling it in unittests/ directories."
This reverts commit 388c9fb1af.
2020-07-22 15:07:01 -07:00
Logan Smith 388c9fb1af Try enabling -Wsuggest-override again, using add_compile_options instead of add_compile_definitions for disabling it in unittests/ directories.
Using add_compile_definitions caused the flag to be passed to rc.exe on Windows and thus broke Windows builds.
2020-07-22 14:19:34 -07:00
Hans Wennborg 3eec657825 Revert "Enable -Wsuggest-override in the LLVM build" and the follow-ups.
After lots of follow-up fixes, there are still problems, such as
-Wno-suggest-override getting passed to the Windows Resource Compiler
because it was added with add_definitions in the CMake file.

Rather than piling on another fix, let's revert so this can be re-landed
when there's a proper fix.

This reverts commit 21c0b4c1e8.
This reverts commit 81d68ad27b.
This reverts commit a361aa5249.
This reverts commit fa42b7cf29.
This reverts commit 955f87f947.
This reverts commit 8b16e45f66.
This reverts commit 308a127a38.
This reverts commit 274b6b0c7a.
This reverts commit 1c7037a2a5.
2020-07-22 20:23:58 +02:00
Logan Smith 21c0b4c1e8 Disable -Wsuggest-override for all remaining unittests/ directories 2020-07-21 17:48:36 -07:00
Lei Zhang 2dd9e43579 [spirv] Use owning module ref to avoid leaks and fix ASAN tests
Differential Revision: https://reviews.llvm.org/D83982
2020-07-16 17:30:59 -04:00
Rahul Joshi 032810f589 [NFC] Fix comment style in MLIR unittests to conform to LLVM coding standards.
Differential Revision: https://reviews.llvm.org/D83632
2020-07-12 07:27:02 -07:00
Lei Zhang b80508703f [mlir][spirv] Introduce OwningSPIRVModuleRef for ownership
Similar to OwningModuleRef, OwningSPIRVModuleRef signals ownership
transfer clearly. This is useful for APIs like spirv::deserialize,
where a spirv::ModuleOp is returned by deserializing SPIR-V binary
module.

This addresses the ASAN error as reported in
https://bugs.llvm.org/show_bug.cgi?id=46272

Differential Revision: https://reviews.llvm.org/D81652
2020-07-07 08:29:27 -04:00
River Riddle 9db53a1827 [mlir][NFC] Remove usernames and google bug numbers from TODO comments.
These were largely leftover from when MLIR was a google project, and don't really follow LLVM guidelines.
2020-07-07 01:40:52 -07:00
Arjun P 10a898b3ec [MLIR] Exact integer emptiness checks for FlatAffineConstraints
This patch adds the capability to perform exact integer emptiness checks for FlatAffineConstraints using the General Basis Reduction algorithm (GBR). Previously, only a heuristic was available for emptiness checks, which was not guaranteed to always give a conclusive result.

This patch adds a `Simplex` class, which can be constructed using a `FlatAffineConstraints`, and can find an integer sample point (if one exists) using the GBR algorithm. Additionally, it adds two classes `Matrix` and `Fraction`, which are used by `Simplex`.

The integer emptiness check functionality can be accessed through the new `FlatAffineConstraints::isIntegerEmpty()` function, which runs the existing heuristic first and, if that proves to be inconclusive, runs the GBR algorithm to produce a conclusive result.

Differential Revision: https://reviews.llvm.org/D80860
2020-07-02 19:53:27 +05:30
Jean-Michel Gorius 05b4ff0a4b [mlir-tblgen] Use fully qualified names in generated code files
Using fully qualified names wherever possible avoids ambiguous class and function names. This is a follow-up to D82371.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D82471
2020-06-26 15:05:33 +02:00
HazemAbdelhafez d7e6f116f4 [mlir][spirv] Enhance structure type member decoration handling
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
2020-06-12 17:57:14 -04:00
Mehdi Amini 6f0ce46873 Revert "[mlir][spirv] Enhance structure type member decoration handling"
This reverts commit 5d74df5b03.

This broke the MSVC build:  <bits/stdint-uintn.h> isn't available on Windows
2020-06-12 05:01:24 +00:00
HazemAbdelhafez 5d74df5b03 [mlir][spirv] Enhance structure type member decoration handling
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
2020-06-11 19:52:13 -04:00
Mehdi Amini 1cf14860db Revert "[mlir][spirv] Enhance structure type member decoration handling"
This reverts commit 4b7aa6c8c1.

This broke gcc builds.
2020-06-11 00:52:03 +00:00
HazemAbdelhafez 4b7aa6c8c1 [mlir][spirv] Enhance structure type member decoration handling
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
2020-06-10 19:25:03 -04:00
Diego Caballero 7d59f49bda [mlir] Fix representation of BF16 constants
This patch is a follow-up on https://reviews.llvm.org/D81127

BF16 constants were represented as 64-bit floating point values due to the lack
of support for BF16 in APFloat. APFloat was recently extended to support
BF16 so this patch is fixing the BF16 constant representation to be 16-bit.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D81218
2020-06-05 17:43:06 -07:00
Stephen Neuendorffer b54635e0ec [MLIR] LLVMMLIRTableGen -> MLIRTableGen
Like all MLIR libraries, this should start with 'MLIR'

Differential Revision: https://reviews.llvm.org/D80102
2020-05-19 14:49:32 -07:00
River Riddle 24ad385884 [mlir][DenseElementsAttr] Add support for opaque APFloat/APInt complex values.
This revision allows for creating DenseElementsAttrs and accessing elements using std::complex<APInt>/std::complex<APFloat>. This allows for opaquely accessing and transforming complex values. This is used by the printer/parser to provide pretty printing for complex values. The form for complex values matches that of std::complex, i.e.:

```
// `(` element `,` element `)`
dense<(10,10)> : tensor<complex<i64>>
```

Differential Revision: https://reviews.llvm.org/D79296
2020-05-05 12:42:37 -07:00
River Riddle da2a6f4e3b [mlir][DenseElementsAttr] Add support for ComplexType elements
This revision adds support for storing ComplexType elements inside of a DenseElementsAttr. We store complex objects as an array of two elements, matching the  definition of std::complex. There is no current attribute storage for ComplexType, but DenseElementsAttr provides API for access/creation using std::complex<>. Given that the internal implementation of DenseElementsAttr is already fairly opaque, the only real complexity here is in the printing/parsing. This revision keeps it simple for now and always uses hex when printing complex elements. A followup will add prettier syntax for this.

Differential Revision: https://reviews.llvm.org/D79281
2020-05-05 12:42:37 -07:00
River Riddle 0d5caa8940 [mlir][DenseStringElementsAttr] Add support for the Attribute based get* methods.
This was missed in the original revision. This allows for using the opaque Attribute accessors when the elements are strings.
2020-05-01 16:34:35 -07:00
River Riddle 108abd2f2e [mlir] Add a new MutableOperandRange class for adding/remove operands
This class allows for mutating an operand range in-place, and provides vector like API for adding/erasing/setting. ODS now uses this class to generate mutable wrappers for named operands, with the name `MutableOperandRange <operand-name>Mutable()`

Differential Revision: https://reviews.llvm.org/D78892
2020-04-29 16:48:14 -07:00
Alex Zinenko bb1d976feb [mlir][flang] use OpBuilder& instead of Builder* in <Op>::build methods
As we start defining more complex Ops, we increasingly see the need for
Ops-with-regions to be able to construct Ops within their regions in
their ::build methods. However, these methods only have access to
Builder, and not OpBuilder. Creating a local instance of OpBuilder
inside ::build and using it fails to trigger the operation creation
hooks in derived builders (e.g., ConversionPatternRewriter). In this
case, we risk breaking the logic of the derived builder. At the same
time, OpBuilder::create, which is by far the largest user of ::build
already passes "this" as the first argument, so an OpBuilder instance is
already available.

Update all ::build methods in all Ops in MLIR and Flang to take
"OpBuilder &" instead of "Builder *". Note the change from pointer and
to reference to comply with the common style in MLIR, this also ensures
all other users must change their ::build methods.

Differential Revision: https://reviews.llvm.org/D78713
2020-04-28 10:42:08 +02:00
River Riddle 4dfd1b5fcb [mlir] Optimize operand storage such that all operations can have resizable operand lists
This revision refactors the structure of the operand storage such that there is no additional memory cost for resizable operand lists until it is required. This is done by using two different internal representations for the operand storage:
* One using trailing operands
* One using a dynamically allocated std::vector<OpOperand>

This allows for removing the resizable operand list bit, and will free up APIs from needing to workaround non-resizable operand lists.

Differential Revision: https://reviews.llvm.org/D78875
2020-04-26 21:34:01 -07:00
River Riddle 910fff1c1d [mlir][DenseStringAttr] Fix support for splat detection and iteration
This revision also adds proper tests for splat detection.
2020-04-26 13:53:57 -07:00
River Riddle 229e392b4e [llvm][StringExtras] Merge StringExtras from MLIR into LLVM
Summary:
This revision adds two utilities currently present in MLIR to LLVM StringExtras:

* convertToSnakeFromCamelCase
Convert a string from a camel case naming scheme, to a snake case scheme

* convertToCamelFromSnakeCase
Convert a string from a snake case naming scheme, to a camel case scheme

Differential Revision: https://reviews.llvm.org/D78167
2020-04-14 18:57:22 -07:00
River Riddle ebf190fcda [llvm][ADT] Move TypeSwitch class from MLIR to LLVM
This class implements a switch-like dispatch statement for a value of 'T' using dyn_cast functionality. Each `Case<T>` takes a callable to be invoked if the root value isa<T>, the callable is invoked with the result of dyn_cast<T>() as a parameter.

Differential Revision: https://reviews.llvm.org/D78070
2020-04-14 15:14:41 -07:00
River Riddle 204c3b5516 [llvm][STLExtras] Move various iterator/range utilities from MLIR to LLVM
This revision moves the various range utilities present in MLIR to LLVM to enable greater reuse. This revision moves the following utilities:

* indexed_accessor_*
This is set of utility iterator/range base classes that allow for building a range class where the iterators are represented by an object+index pair.

* make_second_range
Given a range of pairs, returns a range iterating over the `second` elements.

* hasSingleElement
Returns if the given range has 1 element. size() == 1 checks end up being very common, but size() is not always O(1) (e.g., ilist). This method provides O(1) checks for those cases.

Differential Revision: https://reviews.llvm.org/D78064
2020-04-14 15:14:40 -07:00
Jonathan Roelofs 223154d267 [mlir] Remove need for static global ctors from mlir-translate
Summary: https://bugs.llvm.org/show_bug.cgi?id=45436

Reviewers: mehdi_amini, mravishankar, antiagainst, rriddle, stephenneuendorffer

Reviewed By: mehdi_amini, rriddle, stephenneuendorffer

Subscribers: frgossen, stephenneuendorffer, jholewinski, mgorny, rriddle, jpienaar, burmako, shauheen, antiagainst, nicolasvasilache, arpith-jacob, mgester, lucyrfox, aartbik, liufengdb, Joonsoo, bader, grosul1, llvm-commits

Tags: #llvm

Differential Revision: https://reviews.llvm.org/D77515
2020-04-08 16:52:33 -06:00
Stella Laurenzo f5deb0878d Remove FxpMathOps dialect and Quantizer tool.
Summary:
* Removal of FxpMathOps was discussed on the mailing list.
* Will send a courtesy note about also removing the Quantizer (which had some dependencies on FxpMathOps).
* These were only ever used for experimental purposes and we know how to get them back from history as needed.
* There is a new proposal for more generalized quantization tooling, so moving these older experiments out of the way helps clean things up.

Subscribers: mgorny, mehdi_amini, rriddle, jpienaar, burmako, shauheen, antiagainst, nicolasvasilache, arpith-jacob, mgester, lucyrfox, liufengdb, Joonsoo, grosul1, llvm-commits

Tags: #llvm

Differential Revision: https://reviews.llvm.org/D77479
2020-04-07 13:22:39 -07:00
Mehdi Amini bab5bcf8fd Add a flag on the context to protect against creation of operations in unregistered dialects
Differential Revision: https://reviews.llvm.org/D76903
2020-03-30 19:37:31 +00:00
Rob Suderman 363dd3f394 [mlir][NFC] Rename QuantOps to Quant
Summary:
Renamed QuantOps to Quant to avoid the Ops suffix. All dialects will contain
ops, so the Ops suffix is redundant.

Differential Revision: https://reviews.llvm.org/D76318
2020-03-17 15:16:47 -07:00
Lei Zhang 3148f10b17 [mlir][spirv] Use spv.vce in spv.module and wire up (de)serialization
This commits changes the definition of spv.module to use the #spv.vce
attribute for specifying (version, capabilities, extensions) triple
so that we can have better API and custom assembly form. Since now
we have proper modelling of the triple, (de)serialization is wired up
to use them.

With the new UpdateVCEPass, we don't need to manually specify the
required extensions and capabilities anymore when creating a spv.module.
One just need to call UpdateVCEPass before serialization to get the
needed version/extensions/capabilities.

Differential Revision: https://reviews.llvm.org/D75872
2020-03-12 19:37:45 -04:00
Stephen Neuendorffer 798e661567 Revert "[MLIR] Move from using target_link_libraries to LINK_LIBS for llvm libraries."
This reverts commit 7a6c689771.
This breaks the build with cmake 3.13.4, but succeeds with cmake 3.15.3
2020-02-29 11:52:08 -08:00
Stephen Neuendorffer 7a6c689771 [MLIR] Move from using target_link_libraries to LINK_LIBS for llvm libraries.
When compiling libLLVM.so, add_llvm_library() manipulates the link libraries
being used.  This means that when using add_llvm_library(), we need to pass
the list of libraries to be linked (using the LINK_LIBS keyword) instead of
using the standard target_link_libraries call.  This is preparation for
properly dealing with creating libMLIR.so as well.

Differential Revision: https://reviews.llvm.org/D74864
2020-02-29 10:47:26 -08:00
Stephen Neuendorffer dc1056a3f1 Revert "[MLIR] Move from using target_link_libraries to LINK_LIBS for llvm libraries."
This reverts commit 2f265e3528.
2020-02-28 14:13:30 -08:00
Stephen Neuendorffer 2f265e3528 [MLIR] Move from using target_link_libraries to LINK_LIBS for llvm libraries.
When compiling libLLVM.so, add_llvm_library() manipulates the link libraries
being used.  This means that when using add_llvm_library(), we need to pass
the list of libraries to be linked (using the LINK_LIBS keyword) instead of
using the standard target_link_libraries call.  This is preparation for
properly dealing with creating libMLIR.so as well.

Differential Revision: https://reviews.llvm.org/D74864
2020-02-28 11:35:17 -08:00
Tamas Berghammer 066a76a234 Support OptionalAttr inside a StructAttr
Differential revision: https://reviews.llvm.org/D74768
2020-02-19 12:47:04 +00:00
Mehdi Amini c64770506b Remove static registration for dialects, and the "alwayslink" hack for passes
In the previous state, we were relying on forcing the linker to include
all libraries in the final binary and the global initializer to self-register
every piece of the system. This change help moving away from this model, and
allow users to compose pieces more freely. The current change is only "fixing"
the dialect registration and avoiding relying on "whole link" for the passes.
The translation is still relying on the global registry, and some refactoring
is needed to make this all more convenient.

Differential Revision: https://reviews.llvm.org/D74461
2020-02-12 09:13:02 +00:00
Alex Zinenko fdc496a3d3 [mlir] EnumsGen: dissociate string form of integer enum from C++ symbol name
Summary:
In some cases, one may want to use different names for C++ symbol of an
enumerand from its string representation. In particular, in the LLVM dialect
for, e.g., Linkage, we would like to preserve the same enumerand names as LLVM
API and the same textual IR form as LLVM IR, yet the two are different
(CamelCase vs snake_case with additional limitations on not being a C++
keyword).

Modify EnumAttrCaseInfo in OpBase.td to include both the integer value and its
string representation. By default, this representation is the same as C++
symbol name. Introduce new IntStrAttrCaseBase that allows one to use different
names. Exercise it for LLVM Dialect Linkage attribute. Other attributes will
follow as separate changes.

Differential Revision: https://reviews.llvm.org/D73362
2020-01-30 17:04:00 +01:00
Benjamin Kramer c2b7e4e88a Rewrite test not to rely on StrEq with StringRef
StrEq has some magic inside that should do the explicit conversion from
StringRef to std::string, but apparently this doesn't work with GCC 5.

Just use EXPECT_EQ, it does the same thing with less magic.
2020-01-29 21:43:08 +01:00
Benjamin Kramer adcd026838 Make llvm::StringRef to std::string conversions explicit.
This is how it should've been and brings it more in line with
std::string_view. There should be no functional change here.

This is mostly mechanical from a custom clang-tidy check, with a lot of
manual fixups. It uncovers a lot of minor inefficiencies.

This doesn't actually modify StringRef yet, I'll do that in a follow-up.
2020-01-28 23:25:25 +01:00
Mehdi Amini 308571074c Mass update the MLIR license header to mention "Part of the LLVM project"
This is an artifact from merging MLIR into LLVM, the file headers are
now aligned with the rest of the project.
2020-01-26 03:58:30 +00:00
River Riddle 68c8b6c4cd [mlir] Use getDenseElementBitwidth instead of Type::getElementTypeBitWidth.
Summary: Some data values have a different storage width than the corresponding MLIR type, e.g. bfloat is currently stored as a double.

Reviewed By: nicolasvasilache

Differential Revision: https://reviews.llvm.org/D72478
2020-01-09 14:51:44 -08:00
River Riddle 0d9ca98c1a [mlir] Fix indexed_accessor_range to properly forward the derived class.
Summary: This fixes the return value of helper methods on the base range class.

Reviewed By: jpienaar

Differential Revision: https://reviews.llvm.org/D72127
2020-01-03 13:30:18 -08:00
Lei Zhang 5d5d5838ce [mlir] Enhance classof() checks in StructsGen
Previously we only check that each field is of the correct
mlir::Attribute subclass. This commit enhances to also consider
the attribute's types, by leveraging the constraints already
encoded in TableGen attribute definitions.

Reviewed By: rsuderman

Differential Revision: https://reviews.llvm.org/D72162
2020-01-03 15:13:16 -05:00
River Riddle e62a69561f NFC: Replace ValuePtr with Value and remove it now that Value is value-typed.
ValuePtr was a temporary typedef during the transition to a value-typed Value.

PiperOrigin-RevId: 286945714
2019-12-23 16:36:53 -08:00
Mehdi Amini 56222a0694 Adjust License.txt file to use the LLVM license
PiperOrigin-RevId: 286906740
2019-12-23 15:33:37 -08:00
River Riddle 35807bc4c5 NFC: Introduce new ValuePtr/ValueRef typedefs to simplify the transition to Value being value-typed.
This is an initial step to refactoring the representation of OpResult as proposed in: https://groups.google.com/a/tensorflow.org/g/mlir/c/XXzzKhqqF_0/m/v6bKb08WCgAJ

This change will make it much simpler to incrementally transition all of the existing code to use value-typed semantics.

PiperOrigin-RevId: 286844725
2019-12-22 22:00:23 -08:00
River Riddle f44cf23297 Add a new utility class TypeSwitch to ADT.
This class provides a simplified mechanism for defining a switch over a set of types using llvm casting functionality. More specifically, this allows for defining a switch over a value of type T where each case corresponds to a type(CaseT) that can be used with dyn_cast<CaseT>(...). An example is shown below:

// Traditional piece of code:
Operation *op = ...;
if (auto constant = dyn_cast<ConstantOp>(op))
  ...;
else if (auto return = dyn_cast<ReturnOp>(op))
  ...;
else
  ...;

// New piece of code:
Operation *op = ...;
TypeSwitch<Operation *>(op)
  .Case<ConstantOp>([](ConstantOp constant) { ... })
  .Case<ReturnOp>([](ReturnOp return) { ... })
  .Default([](Operation *op) { ... });

Aside from the above, TypeSwitch supports return values, void return, multiple types per case, etc. The usability is intended to be very similar to StringSwitch.

(Using c++14 template lambdas makes everything even nicer)
More complex example of how this makes certain things easier:
LogicalResult process(Constant op);
LogicalResult process(ReturnOp op);
LogicalResult process(FuncOp op);

TypeSwitch<Operation *, LogicalResult>(op)
  .Case<ConstantOp, ReturnOp, FuncOp>([](auto op) { return process(op); })
  .Default([](Operation *op) { return op->emitError() << "could not be processed"; });

PiperOrigin-RevId: 286003613
2019-12-17 10:08:06 -08:00
Kazuaki Ishizaki 84a6182ddd minor spelling tweaks
Closes tensorflow/mlir#290

COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/mlir/pull/290 from kiszk:spelling_tweaks_201912 9d9afd16a723dd65754a04698b3976f150a6054a
PiperOrigin-RevId: 284169681
2019-12-06 05:59:30 -08:00
River Riddle 4741ec6af0 Allow analyses to provide a hook 'isInvalidated' to determine if they are truly invalidated.
The hook has the following form:
*   `bool isInvalidated(const AnalysisManager::PreservedAnalyses &)`

Given a preserved analysis set, the analysis returns true if it should truly be
invalidated. This allows for more fine-tuned invalidation in cases where an
analysis wasn't explicitly marked preserved, but may be preserved(or
invalidated) based upon other properties; such as analyses sets.

PiperOrigin-RevId: 283582889
2019-12-03 11:14:20 -08:00
Lei Zhang 2fa865719b Move BitEnumAttr from SPIRVBase.td to OpBase.td
BitEnumAttr is a mechanism for modelling attributes whose value is
a bitfield. It should not be scoped to the SPIR-V dialect and can
be used by other dialects too.

This CL is mostly shuffling code around and adding tests and docs.
Functionality changes are:

* Fixed to use `getZExtValue()` instead of `getSExtValue()` when
  getting the value from the underlying IntegerAttr for a case.
* Changed to auto-detect whether there is a case whose value is
  all bits unset (i.e., zero). If so handle it specially in all
  helper methods.

PiperOrigin-RevId: 277964926
2019-11-01 11:18:19 -07:00
Kazuaki Ishizaki f28c5aca17 Fix minor spelling tweaks (NFC)
Closes tensorflow/mlir#175

PiperOrigin-RevId: 275726876
2019-10-20 09:44:36 -07:00
River Riddle 2acc220f17 NFC: Remove trivial builder get methods.
These don't add any value, and some are even more restrictive than the respective static 'get' method.

PiperOrigin-RevId: 275391240
2019-10-17 20:08:34 -07:00
Jacques Pienaar c57f202c8c Switch explicit create methods to match generated build's order
The generated build methods have result type before the arguments (operands and attributes, which are also now adjacent in the explicit create method). This also results in changing the create method's ordering to match most build method's ordering.

PiperOrigin-RevId: 271755054
2019-09-28 09:35:58 -07:00
Mahesh Ravishankar 75906bd565 Handle OpMemberName instruction in SPIR-V deserializer.
Sdd support in deserializer for OpMemberName instruction. For now
the name is just processed and not associated with the
spirv::StructType being built. That needs an enhancement to
spirv::StructTypes itself.
Add tests to check for errors reported during deserialization with
some refactoring to common out some utility functions.
PiperOrigin-RevId: 270794524
2019-09-23 17:11:18 -07:00
River Riddle c61991ef01 Refactor DiagnosticEngine to support multiple registered diagnostic handlers.
This fixes a problem with current save-restore pattern of diagnostics handlers, as there may be a thread race between when the previous handler is destroyed. For example, this occurs when using multiple ParallelDiagnosticHandlers asynchronously:

Handler A
Handler B | - LifeTime - |    Restore A here.
Handler C | --- LifeTime ---| Restore B after it has been destroyed.

The new design allows for multiple handlers to be registered in a stack like fashion. Handlers can return success() to signal that they have fully processed a diagnostic, or failure to propagate otherwise.

PiperOrigin-RevId: 270720625
2019-09-23 11:25:14 -07:00
River Riddle 729727ebc7 NFC: Pass OperationState by reference instead of by pointer.
MLIR follows the LLVM convention of passing by reference instead of by pointer.

PiperOrigin-RevId: 270396945
2019-09-20 19:47:32 -07:00
Alex Zinenko 5709aeb993 SDBM: support sum expressions on the LHS of stripe expressions
Introduce support for applying the stripe operator to sum expressions, as in
  (x + A) # B = x + A - (x + A) mod B.
This is required to represent a combination of tiling and padding in the SDBM
framework, and is a valid SDBM construct that was not originally supported.

PiperOrigin-RevId: 269758807
2019-09-18 02:17:34 -07:00
Alex Zinenko a15e0ce1ba Simplify SDBM expressions more aggressively in operators and conversions
Extend SDBM simplification patterns to support more cases where the addition of
two expressions each involving one or two variables would result in a sum
expression that only contains one variable and thus remains in the SDBM domain.
This is made possible by the new canonical structure of SDBM where the constant
term appears once.  This simplification will be necessary to support
round-tripping of stripe expressions containing constant terms on the LHS
through affine expressions.

PiperOrigin-RevId: 269757732
2019-09-18 02:09:08 -07:00
Alex Zinenko cb3ecb5291 Overhaul the SDBM expression kind hierarchy
Swap the allowed nesting of sum and diff expressions: now a diff expression can
contain a sum expression, but only on the left hand side.  A difference of two
expressions sum must be canonicalized by grouping their constant terms in a
single expression.  This change of sturcture became possible thanks to the
introduction of the "direct" super-kind.  It is necessary to enable support of
sum expressions on the left hand side of the stripe expression.

SDBM expressions are now grouped into the following structure
- expression
  - varying
    - direct
      - sum <- (term, constant)
      - term
        - symbol
        - dimension
        - stripe <- (term, constant)
    - negation <- (direct)
    - difference <- (direct, term)
  - constant
The notation <- (...) denotes the types of subexpressions a compound
expression can combine.

PiperOrigin-RevId: 269337222
2019-09-16 08:16:06 -07:00
Alex Zinenko e94db619d9 Introduce SDBMDirect expression into the SDBM expression hierarchy
Direct expressions are those that do not negate any of the variables they
involve.  They include input expressions (dimensions and symbols), stripe and
sum expressions, and combinations of those.  Reifying direct expressions as a
class is a precondition for enabling additions on the LHS of a stripe
expression.

PiperOrigin-RevId: 269336031
2019-09-16 08:09:01 -07:00
Alex Zinenko e15356f8ed Rename SDBMPositiveExpr to SDBMTermExpr
This better reflects how this kind of expressions is used and avoids the
potential confusion since the expression can take negative values.  Term
expressions comprise dimensions, symbols and stripe expressions.  In an SDBM
domain, a stripe expression always corresponds to a variable, input or
temporary.  This expression can appear anywhere an input variable can,
including on the LHS of other stripe expressions.

PiperOrigin-RevId: 268486066
2019-09-11 10:18:29 -07:00
Alex Zinenko 9037f28cb4 Fix typos in SDBMTest.cpp
PiperOrigin-RevId: 268443146
2019-09-11 06:11:36 -07:00
Jacques Pienaar af27f4c746 Avoid sign-compare warning
PiperOrigin-RevId: 268132321
2019-09-09 19:36:31 -07:00
Lei Zhang 5a7014c390 Add missing link dependency to MLIRTableGenTests
PiperOrigin-RevId: 266561495
2019-08-31 09:50:33 -07:00
Rob Suderman 140757050b Fix StructsGenTest.cpp CMakeFile build error
PiperOrigin-RevId: 266452719
2019-08-30 14:10:17 -07:00
Rob Suderman 8f90a442c3 Added a TableGen generator for structured data
Similar to enum, added a generator for structured data. This provide Dictionary that stores a fixed set of values and guarantees the values are valid. It is intended to store a fixed number of values by a given name.

PiperOrigin-RevId: 266437460
2019-08-30 12:52:13 -07:00
River Riddle 29099e03ce Generalize the analysis manager framework to work on any operation at any nesting.
The pass manager is moving towards being able to run on operations at arbitrary nesting. An operation may have both parent and child operations, and the AnalysisManager must be able to handle this generalization. The AnalysisManager class now contains generic 'getCachedParentAnalysis' and 'getChildAnalysis/getCachedChildAnalysis' functions to query analyses on parent/child operations. This removes the hard coded nesting relationship between Module/Function.

PiperOrigin-RevId: 266003636
2019-08-28 15:11:17 -07:00
Lei Zhang 3af6b53381 [spirv] Fix the entry block to start with OpLabel
Each basic block in SPIR-V must start with an OpLabel instruction.
We don't support control flow yet, so this CL just makes sure that
the entry block follows this rule and is valid.

PiperOrigin-RevId: 265718841
2019-08-27 10:51:26 -07:00
Denis Khalikov 8f2dfb51d4 [spirv] Add Block decoration for spv.struct.
Add Block decoration for top-level spv.struct.

Closes tensorflow/mlir#102

PiperOrigin-RevId: 265716241
2019-08-27 10:41:42 -07:00
River Riddle 2f59f76876 NFC: Remove the explicit context from Operation::create and OperationState.
The context can easily be recovered from the Location in these situations.

PiperOrigin-RevId: 265578574
2019-08-26 17:34:48 -07:00
River Riddle ba0fa92524 NFC: Move LLVMIR, SDBM, and StandardOps to the Dialect/ directory.
PiperOrigin-RevId: 264193915
2019-08-19 11:01:25 -07:00
Mahesh Ravishankar 3867ed86eb Add missing include file to StringExtrasTest.cpp
Use of std::isupper and std::islower need <cctype> header file. Fix
that and also fix the header of a file to match the file name.

PiperOrigin-RevId: 260816852
2019-07-30 16:11:40 -07:00
Mahesh Ravishankar 1de519a753 Add support for (de)serialization of SPIR-V Op Decorations
All non-argument attributes specified for an operation are treated as
decorations on the result value and (de)serialized using OpDecorate
instruction. An error is generated if an attribute is not an argument,
and the name doesn't correspond to a Decoration enum. Name of the
attributes that represent decoerations are to be the snake-case-ified
version of the Decoration name.
Add utility methods to convert to snake-case and camel-case.

PiperOrigin-RevId: 260792638
2019-07-30 14:15:03 -07:00
Lei Zhang 4a55bd5f28 [spirv] Add basic infrastructure for negative deserializer tests
We are relying on serializer to construct positive cases to drive
the test for deserializer. This leaves negative cases untested.

This CL adds a basic test fixture for covering the negative
corner cases to enforce a more robust deserializer.

Refactored common SPIR-V building methods out of serializer to
share it with the deserialization test.

PiperOrigin-RevId: 260742733
2019-07-30 11:55:33 -07:00
River Riddle fec20e590f NFC: Rename Module to ModuleOp.
Module is a legacy name that only exists as a typedef of ModuleOp.

PiperOrigin-RevId: 257427248
2019-07-10 10:11:21 -07:00
River Riddle 6b6dc59f30 Update ModuleOp::create(...) to take a Location instead of a context.
This allows for giving a Module a more interesting location than 'Unknown'.

PiperOrigin-RevId: 257310117
2019-07-10 10:11:00 -07:00
River Riddle 8c44367891 NFC: Rename Function to FuncOp.
PiperOrigin-RevId: 257293379
2019-07-10 10:10:53 -07:00
River Riddle 206e55cc16 NFC: Refactor Module to be value typed.
As with Functions, Module will soon become an operation, which are value-typed. This eases the transition from Module to ModuleOp. A new class, OwningModuleRef is provided to allow for owning a reference to a Module, and will auto-delete the held module on destruction.

PiperOrigin-RevId: 256196193
2019-07-02 16:43:36 -07:00
Lei Zhang 509411c229 [ODS] NFC: Rename EnumAttr to StrEnumAttr to be consistent with IntEnumAttr
PiperOrigin-RevId: 256169019
2019-07-02 10:28:36 -07:00
River Riddle 54cd6a7e97 NFC: Refactor Function to be value typed.
Move the data members out of Function and into a new impl storage class 'FunctionStorage'. This allows for Function to become value typed, which will greatly simplify the transition of Function to FuncOp(given that FuncOp is also value typed).

PiperOrigin-RevId: 255983022
2019-07-01 11:39:00 -07:00