Commit Graph

77 Commits

Author SHA1 Message Date
Mehdi Amini
c41b16c26b Change ASM Op printer to print the operation name in the framework instead of leaving it up to each individual operation
This aligns the printer with the parser contract: the operation isn't part of the user-controllable part of the syntax.

Differential Revision: https://reviews.llvm.org/D108804
2021-08-31 17:52:40 +00:00
Mehdi Amini
fd87963eee Change dialect printOperation() hook to getOperationPrinter()
This makes the hook return a printer if available, instead of using LogicalResult  to
indicate if a printer was available (and invoked). This allows the caller to detect that
the dialect has a printer for a given operation without actually invoking the printer.
It'll be leveraged in a future revision to move printing the op name itself under control
of the ASMPrinter.

Differential Revision: https://reviews.llvm.org/D108803
2021-08-31 17:52:39 +00:00
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
Vladislav Vinogradov
59f59d1c62 [mlir] Allow to override type/attr aliases from various hooks
Use new return type for `OpAsmDialectInterface::getAlias`:

* `AliasResult::NoAlias` if an alias was not provided.
* `AliasResult::OverridableAlias` if an alias was provided, but it might be overriden by other hook.
* `AliasResult::FinalAlias` if an alias was provided and it should be used (no other hooks will be checked).

In that case `AsmPrinter` will use either the first alias with `FinalAlias` result or
the last alias with `OverridableAlias` result (it depends on dialect array order).

Used `OverridableAlias` result for `BuiltinOpAsmDialectInterface`.

Use case: provide more informative alias for built-in attributes like `AffineMapAttr`
instead of generic "map<N>".

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D107437
2021-08-06 12:05:31 +03:00
Jacques Pienaar
d425f58939 [mlir] Make ValueShapeRange a new class
Retaining old interface and should be constructable as previous, change would have been NFC except it this doesn't implicitly work with OpAdaptor generated in C++14.

Differential Revision: https://reviews.llvm.org/D106772
2021-07-26 17:08:32 -07:00
Vladislav Vinogradov
eb6c63cb0b [mlir] Fix RankedTensorType::walkImmediateSubElements method
Add 'enconding' attribute visitor.
Without it ASM printer doesn't use attribute aliases for 'enconding'.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D105554
2021-07-26 11:49:25 +03:00
Jacques Pienaar
ee7242c662 [mlir] Update to use ValueShapeRange (NFC)
Update to use alias in preparation for changing it to not just be a pure alias.
2021-07-22 12:24:49 -07:00
MaheshRavishankar
9afc065743 Split InferShapedTypeOpInterface to create ReifyRankedShapedTypeInterface.
The `reifyReturnTypeShapesPerResultDim` method supports shape
inference for rsults that are ranked types. These are used lower in
the codegeneration stack than its counter part `reifyReturnTypeShapes`
which also supports unranked types, and is more suited for use higher
up the compilation stack. To have separation of concerns, this method
is split into its own interface.
See discussion : https://llvm.discourse.group/t/better-layering-for-infershapedtypeopinterface/3823

Differential Revision: https://reviews.llvm.org/D106133
2021-07-19 14:44:52 -07:00
Matthias Springer
c0a6318d96 [mlir][tensor] Add tensor.dim operation
* Split memref.dim into two operations: memref.dim and tensor.dim. Both ops have the same builder interface and op argument names, so that they can be used with templates in patterns that apply to both tensors and memrefs (e.g., some patterns in Linalg).
* Add constant materializer to TensorDialect (needed for folding in affine.apply etc.).
* Remove some MemRefDialect dependencies, make some explicit.

Differential Revision: https://reviews.llvm.org/D105165
2021-07-01 10:00:19 +09:00
Stella Laurenzo
485cc55edf [mlir] Generare .cpp.inc files for dialects.
* Previously, we were only generating .h.inc files. We foresee the need to also generate implementations and this is a step towards that.
* Discussed in https://llvm.discourse.group/t/generating-cpp-inc-files-for-dialects/3732/2
* Deviates from the discussion above by generating a default constructor in the .cpp.inc file (and adding a tablegen bit that disables this in case if this is user provided).
* Generating the destructor started as a way to flush out the missing includes (produces a link error), but it is a strict improvement on its own that is worth doing (i.e. by emitting key methods in the .cpp file, we root vtables in one translation unit, which is a non-controversial improvement).

Differential Revision: https://reviews.llvm.org/D105070
2021-06-29 20:10:30 +00:00
MaheshRavishankar
3ed3e438a7 [mlir] Move memref.dim canonicalization using InferShapedTypeOpInterface to a separate pass.
Based on dicussion in
[this](https://llvm.discourse.group/t/remove-canonicalizer-for-memref-dim-via-shapedtypeopinterface/3641)
thread the pattern to resolve the `memref.dim` of a value that is a
result of an operation that implements the
`InferShapedTypeOpInterface` is moved to a separate pass instead of
running it as a canonicalization pass. This allows shape resolution to
happen when explicitly required, instead of automatically through a
canonicalization.

Differential Revision: https://reviews.llvm.org/D104321
2021-06-16 22:13:11 -07:00
Jacques Pienaar
0e760a0870 Add hook for dialect specializing processing blocks post inlining calls
This allows for dialects to do different post-processing depending on operations with the inliner (my use case requires different attribute propagation rules depending on call op). This hook runs before the regular processInlinedBlocks method.

Differential Revision: https://reviews.llvm.org/D104399
2021-06-16 12:53:21 -07:00
River Riddle
0289a2692e [mlir] Add support for filtering patterns based on debug names and labels
This revision allows for attaching "debug labels" to patterns, and provides to FrozenRewritePatternSet for  filtering patterns based on these labels (in addition to the debug name of the pattern). This will greatly simplify the ability to write tests targeted towards specific patterns (in cases where many patterns may interact),  will also simplify debugging pattern application by observing how application changes when enabling/disabling specific patterns.

To enable better reuse of pattern rewrite options between passes, this revision also adds a new PassUtil.td file to the Rewrite/ library that will allow for passes to easily hook into a common interface for pattern debugging. Two options are used to seed this utility, `disable-patterns` and `enable-patterns`, which are used to enable the filtering behavior indicated above.

Differential Revision: https://reviews.llvm.org/D102441
2021-06-02 12:05:25 -07:00
Chia-hung Duan
c484c7dd9d [mlir-reduce] Reducer refactor.
* A Reducer is a kind of RewritePattern, so it's just the same as
writing graph rewrite.
* ReductionTreePass operates on Operation rather than ModuleOp, so that
* we are able to reduce a nested structure(e.g., module in module) by
* self-nesting.

Reviewed By: jpienaar, rriddle

Differential Revision: https://reviews.llvm.org/D101046
2021-06-02 07:45:00 +08:00
Lei Zhang
4694097dab [mlir] Don't elide the last op if there is no terminator
Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D103264
2021-05-28 07:25:49 -04:00
Matthias Springer
108ca7a7e7 [mlir] Support dialect-wide canonicalization pattern registration
* Add `hasCanonicalizer` option to Dialect.
* Initialize canonicalizer with dialect-wide canonicalization patterns.
* Add test case to TestDialect.

Dialect-wide canonicalization patterns are useful if a canonicalization pattern does not conceptually associate with any single operation, i.e., it should not be registered as part of an operation's `getCanonicalizationPatterns` function. E.g., this is the case for canonicalization patterns that match an op interface.

Differential Revision: https://reviews.llvm.org/D103226
2021-05-27 17:35:21 +09:00
Wenyi Zhao
851d02f61e Enhance InferShapedTypeOpInterface to make it accessible during dialect conversion
Original interfaces are not safe to be called during dialect conversion.
This is because some ops (e.g. `dynamic_reshape(input, target_shape)`)
depend on the values of their operands to calculate the output shape.
However the operands may be out of reach during dialect conversion (e.g.
converting from tensor world to buffer world). This patch provides a new
kind of interface which accpets user-provided operands to solve this
problem.

Reviewed By: herhut

Differential Revision: https://reviews.llvm.org/D102317
2021-05-19 02:51:14 +00:00
MaheshRavishankar
9b0517035f [mlir] Enhance InferShapedTypeOpInterface and move LinalgOps to use them.
A new `InterfaceMethod` is added to `InferShapedTypeOpInterface` that
allows an operation to return the `Value`s for each dim of its
results. It is intended for the case where the `Value` returned for
each dim is computed using the operands and operation attributes. This
interface method is for cases where the result dim of an operation can
be computed independently, and it avoids the need to aggregate all
dims of a result into a single shape value. This also implies that
this is not suitable for cases where the result type is unranked (for
which the existing interface methods is to be used).

Also added is a canonicalization pattern that uses this interface and
resolves the shapes of the output in terms of the shapes of the
inputs. Moving Linalg ops to use this interface, so that many
canonicalization patterns implemented for individual linalg ops to
achieve the same result can be removed in favor of the added
canonicalization pattern.

Differential Revision: https://reviews.llvm.org/D97887
2021-03-29 11:39:48 -07:00
Mehdi Amini
973ddb7d6e Define a NoTerminator traits that allows operations with a single block region to not provide a terminator
In particular for Graph Regions, the terminator needs is just a
historical artifact of the generalization of MLIR from CFG region.
Operations like Module don't need a terminator, and before Module
migrated to be an operation with region there wasn't any needed.

To validate the feature, the ModuleOp is migrated to use this trait and
the ModuleTerminator operation is deleted.

This patch is likely to break clients, if you're in this case:

- you may iterate on a ModuleOp with `getBody()->without_terminator()`,
  the solution is simple: just remove the ->without_terminator!
- you created a builder with `Builder::atBlockTerminator(module_body)`,
  just use `Builder::atBlockEnd(module_body)` instead.
- you were handling ModuleTerminator: it isn't needed anymore.
- for generic code, a `Block::mayNotHaveTerminator()` may be used.

Differential Revision: https://reviews.llvm.org/D98468
2021-03-25 03:59:03 +00:00
Mehdi Amini
d905c10353 Add a mechanism for Dialects to provide a fallback for OpInterface
This mechanism makes it possible for a dialect to not register all
operations but still answer interface-based queries.
This can useful for dialects that are "open" or connected to an external
system and still interoperate with the compiler. It can also open up the
possibility to have a more extensible compiler at runtime: the compiler
does not need a pre-registration for each operation and the dialect can
inject behavior dynamically.

Reviewed By: rriddle, jpienaar

Differential Revision: https://reviews.llvm.org/D93085
2021-03-24 08:41:40 +00:00
Mehdi Amini
a0c776fc94 Add a mechanism for Dialects to customize printing/parsing operations when they are unregistered
Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D99007
2021-03-23 00:40:03 +00:00
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
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
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
River Riddle
83ef862fad [mlir] Add support for generating Attribute classes for ODS
The support for attributes closely maps that of Types (basically 1-1) given that Attributes are defined in exactly the same way as Types. All of the current ODS TypeDef classes get an Attr equivalent. The generation of the attribute classes themselves share the same generator as types.

Differential Revision: https://reviews.llvm.org/D97589
2021-03-03 16:41:49 -08:00
Marius Brehler
56774bdda5 [mlir] Replace deprecated 'getAttrs'
'getAttrs' has been explicitly marked deprecated. This patch refactors
to use Operation::getAttrs().

Reviewed By: csigg

Differential Revision: https://reviews.llvm.org/D97546
2021-02-26 14:52:40 +01:00
River Riddle
6e3292b0b7 [mlir][OpFormatGen] Refactor type_ref into a more general ref directive
This allows for referencing nearly every component of an operation from within a custom directive.

It also fixes a bug with the current type_ref implementation, PR48478

Differential Revision: https://reviews.llvm.org/D96189
2021-02-09 14:33:48 -08:00
Mehdi Amini
a1d5bdf819 Make the folder more robust against op fold() methods that generate a type mismatch
We could extend this with an interface to allow dialect to perform a type
conversion, but that would make the folder creating operation which isn't
the case at the moment, and isn't necessarily always desirable.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D95991
2021-02-04 01:58:56 +00:00
River Riddle
fc5cf50e89 [mlir] Remove the MutableDictionaryAttr class
This class used to serve a few useful purposes:
* Allowed containing a null DictionaryAttr
* Provided some simple mutable API around a DictionaryAttr

The first of which is no longer an issue now that there is much better caching support for attributes in general, and a cache in the context for empty dictionaries. The second results in more trouble than it's worth because it mutates the internal dictionary on every action, leading to a potentially large number of dictionary copies. NamedAttrList is a much better alternative for the second use case, and should be modified as needed to better fit it's usage as a DictionaryAttrBuilder.

Differential Revision: https://reviews.llvm.org/D93442
2020-12-17 17:18:42 -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
River Riddle
95019de8a1 [mlir][IR] Define the singleton builtin types in ODS instead of C++
This exposes several issues with the current generation that this revision also fixes.
 * TypeDef now allows specifying the base class to use when generating.
 * TypeDef now inherits from DialectType, which allows for using it as a TypeConstraint
 * Parser/Printers are now no longer generated in the header(removing duplicate symbols), and are now only generated when necessary.
    - Now that generatedTypeParser/Printer are only generated in the definition file,
      existing users will need to manually expose this functionality when necessary.
 * ::get() is no longer generated for singleton types, because it isn't necessary.

Differential Revision: https://reviews.llvm.org/D93270
2020-12-15 13:42:19 -08:00
River Riddle
6bc9439f59 [mlir][OpAsmParser] Add support for parsing integer literals without going through IntegerAttr
Some operations use integer literals as part of their custom format that don't necessarily map to an internal IntegerAttr. This revision exposes the same `parseInteger` functions as the DialectAsmParser to allow for these operations to parse integer literals without incurring the otherwise unnecessary roundtrip through IntegerAttr.

Differential Revision: https://reviews.llvm.org/D93152
2020-12-14 12:00:43 -08:00
Christian Sigg
1ffc1aaa09 [mlir] Use mlir::OpState::operator->() to get to methods of mlir::Operation.
This is a preparation step to remove those methods from OpState.

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D93098
2020-12-13 09:58:16 +01:00
River Riddle
186c154991 [mlir] Remove the dependency on StandardOps from FoldUtils
OperationFolder currently uses ConstantOp as a backup when trying to materialize a constant after an operation is folded. This dependency isn't really useful or necessary given that dialects can/should provide a `materializeConstant` implementation.

Fixes PR#44866

Differential Revision: https://reviews.llvm.org/D92980
2020-12-10 14:13:57 -08:00
Christian Sigg
0bf4a82a5a [mlir] Use mlir::OpState::operator->() to get to methods of mlir::Operation. This is a preparation step to remove the corresponding methods from OpState.
Reviewed By: silvas, rriddle

Differential Revision: https://reviews.llvm.org/D92878
2020-12-09 12:11:32 +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
c0958b7b4c [mlir] Add support for referencing a SymbolRefAttr in a SideEffectInstance
This allows for operations that exclusively affect symbol operations to better describe their side effects.

Differential Revision: https://reviews.llvm.org/D91581
2020-11-18 18:38:43 -08:00
Alex Zinenko
052d24af29 [mlir] Introduce support for parametric side-effects
The side effect infrastructure is based on the Effect and Resource class
templates, instances of instantiations of which are constructed as
thread-local singletons. With this scheme, it is impossible to further
parameterize either of those, or the EffectInstance class that contains
pointers to an Effect and Resource instances. Such a parameterization is
necessary to express more detailed side effects, e.g. those of a loop or
a function call with affine operations inside where it is possible to
precisely specify the slices of accessed buffers.

Include an additional Attribute to EffectInstance class for further
parameterization. This allows to leverage the dialect-specific
registration and uniquing capabilities of the attribute infrastructure
without requiring Effect or Resource instantiations to be attached to a
dialect themselves.

Split out the generic part of the side effect Tablegen classes into a
separate file to avoid generating built-in MemoryEffect interfaces when
processing any .td file that includes SideEffectInterfaceBase.td.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D91493
2020-11-18 10:52:17 +01:00
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
Alexander Belyaev
72c65b698e [mlir] Move TestDialect and its passes to mlir::test namespace.
TestDialect has many operations and they all live in ::mlir namespace.
Sometimes it is not clear whether the ops used in the code for the test passes
belong to Standard or to Test dialects.

Also, with this change it is easier to understand what test passes registered
in mlir-opt are actually passes in mlir/test.

Differential Revision: https://reviews.llvm.org/D90794
2020-11-05 15:29:15 +01:00
River Riddle
a463ea50a4 [mlir][ASM] Refactor how attribute/type aliases are specified.
Previously they were separated into "instance" and "kind" aliases, and also required that the dialect know ahead of time all of the instances that would have a corresponding alias. This approach was very clunky and not ergonomic to interact with. The new approach is to provide the dialect with an instance  of an attribute/type to provide an alias for, fully replacing the original split approach.

Differential Revision: https://reviews.llvm.org/D89354
2020-10-30 00:39:46 -07:00
River Riddle
fa4174792a [mlir][Inliner] Add a wouldBeCloned flag to each of the isLegalToInline hooks.
Often times the legality of inlining can change depending on if the callable is going to be inlined in-place, or cloned. For example, some operations are not allowed to be duplicated and can only be inlined if the original callable will cease to exist afterwards. The new `wouldBeCloned` flag allows for dialects to hook into this when determining legality.

Differential Revision: https://reviews.llvm.org/D90360
2020-10-28 21:49:28 -07:00
River Riddle
501fda0167 [mlir][Inliner] Add a new hook for checking if it is legal to inline a callable into a call
In certain situations it isn't legal to inline a call operation, but this isn't something that is possible(at least not easily) to prevent with the current hooks. This revision adds a new hook so that dialects with call operations that shouldn't be inlined can prevent it.

Differential Revision: https://reviews.llvm.org/D90359
2020-10-28 21:49:28 -07:00
John Demme
035e12e664 [MLIR] [ODS] Allowing attr-dict in custom directive
Enhance tblgen's declarative assembly format to allow `attr-dict` in
custom directives.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D89772
2020-10-28 01:24:16 +00:00
Rob Suderman
2bf423b021 [mlir] RewriterGen NativeCodeCall matcher with ConstantOp matcher
Added an underlying matcher for generic constant ops. This
included a rewriter of RewriterGen to make variable use more
clear.

Differential Revision: https://reviews.llvm.org/D89161
2020-10-15 16:32:20 -07:00
John Demme
5fe53c4128 [MLIR] Add support for defining Types in tblgen
Adds a TypeDef class to OpBase and backing generation code. Allows one
to define the Type, its parameters, and printer/parser methods in ODS.
Can generate the Type C++ class, accessors, storage class, per-parameter
custom allocators (for the storage constructor), and documentation.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D86904
2020-10-14 00:32:18 +00:00
Christian Sigg
cc83dc191c Import llvm::StringSwitch into mlir namespace.
Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D88971
2020-10-08 11:39:24 +02:00
Mike Urbach
d14cfe1034 [mlir][OpFormatGen] Update "custom" directives for attributes.
This tweaks the generated code for parsing attributes with a custom
directive to call `addAttribute` on the `OperationState` directly,
and adds a newline after this call. Previously, the generated code
would call `addAttribute` on the `OperationState` field `attributes`,
which has no such method and fails to compile. Furthermore, the lack
of newline would generate code with incorrectly formatted single line
`if` statements. Added tests for parsing and printing attributes with
a custom directive.

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D87860
2020-09-23 18:33:39 +00:00
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