Commit Graph

27 Commits

Author SHA1 Message Date
Diego Caballero 2a876a711d [mlir] Create a generic reduction detection utility
This patch introduces a generic reduction detection utility that works
across different dialecs. It is mostly a generalization of the reduction
detection algorithm in Affine. The reduction detection logic in Affine,
Linalg and SCFToOpenMP have been replaced with this new generic utility.

The utility takes some basic components of the potential reduction and
returns: 1) the reduced value, and 2) a list with the combiner operations.
The logic to match reductions involving multiple combiner operations disabled
until we can properly test it.

Reviewed By: ftynse, bondhugula, nicolasvasilache, pifon2a

Differential Revision: https://reviews.llvm.org/D110303
2021-09-24 20:45:59 +00:00
Mehdi Amini 387f95541b Add a new interface allowing to set a default dialect to be used for printing/parsing regions
Currently the builtin dialect is the default namespace used for parsing
and printing. As such module and func don't need to be prefixed.
In the case of some dialects that defines new regions for their own
purpose (like SpirV modules for example), it can be beneficial to
change the default dialect in order to improve readability.

Differential Revision: https://reviews.llvm.org/D107236
2021-08-31 17:52:40 +00:00
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
River Riddle d47dd11071 [mlir] Add support for querying the ModRef behavior from the AliasAnalysis class
This allows for checking if a given operation may modify/reference/or both a given value. Right now this API is limited to Value based memory locations, but we should expand this to include attribute based values at some point. This is left for future work because the rest of the AliasAnalysis API also has this restriction.

Differential Revision: https://reviews.llvm.org/D101673
2021-05-27 13:57:29 -07:00
Butygin 91e0cb6598 [mlir] LocalAliasAnalysis: Assume allocation scope to function scope if cannot determine better
It helps when checking aliasing between AllocOp result and function arguments.

Differential Revision: https://reviews.llvm.org/D102557
2021-05-26 12:06:56 +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
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
Stephan Herhut 4348d8ab7f [mlir][math] Split off the math dialect.
This does not split transformations, yet. Those will be done as future clean ups.

Differential Revision: https://reviews.llvm.org/D96272
2021-02-12 10:55:12 +01:00
River Riddle b9c876bd7e [mlir] Add initial support for an alias analysis framework in MLIR
This revision adds a new `AliasAnalysis` class that represents the main alias analysis interface in MLIR. The purpose of this class is not to hold the aliasing logic itself, but to provide an interface into various different alias analysis implementations. As it evolves this should allow for users to plug in specialized alias analysis implementations for their own needs, and have them immediately usable by other analyses and transformations.

This revision also adds an initial simple generic alias, LocalAliasAnalysis, that provides support for performing stateless local alias queries between values. This class is similar in scope to LLVM's BasicAA.

Differential Revision: https://reviews.llvm.org/D92343
2021-02-09 14:21:27 -08:00
River Riddle 93592b726c [mlir][OpFormatGen] Format enum attribute cases as keywords when possible
In the overwhelmingly common case, enum attribute case strings represent valid identifiers in MLIR syntax. This revision updates the format generator to format as a keyword in these cases, removing the need to wrap values in a string. The parser still retains the ability to parse the string form, but the printer will use the keyword form when applicable.

Differential Revision: https://reviews.llvm.org/D94575
2021-01-14 11:35:49 -08:00
Jacques Pienaar 8d541a1fbe [mlir][shape] Add shape.lib attribute
Enable querying shape function library ops from the module. Currently
supports singular or array of them (as long as array has all unique ops
in mappings). The preferred canonical form would have one library, but
given the invariant on the mapping, this can easily be achieved by a
simple merging pass.

Preferred the attribute approach vs naming convention as these could be
added in multiple different ways.
2020-12-31 14:46:08 -08:00
Jacques Pienaar e534cee26a [mlir] Add a shape function library op
Op with mapping from ops to corresponding shape functions for those op
in the library and mechanism to associate shape functions to functions.
The mapping of operand to shape function is kept separate from the shape
functions themselves as the operation is associated to the shape
function and not vice versa, and one could have a common library of
shape functions that can be used in different contexts.

Use fully qualified names and require a name for shape fn lib ops for
now and an explicit print/parse (based around the generated one & GPU
module op ones).

This commit reverts d9da4c3e73. Fixes
missing headers (don't know how that was working locally).

Differential Revision: https://reviews.llvm.org/D91672
2020-11-29 11:15:30 -08:00
Mehdi Amini d9da4c3e73 Revert "[mlir] Add a shape function library op"
This reverts commit 6dd9596b19.

Build is broken.
2020-11-29 05:28:42 +00:00
Jacques Pienaar 6dd9596b19 [mlir] Add a shape function library op
Op with mapping from ops to corresponding shape functions for those op
in the library and mechanism to associate shape functions to functions.
The mapping of operand to shape function is kept separate from the shape
functions themselves as the operation is associated to the shape
function and not vice versa, and one could have a common library of
shape functions that can be used in different contexts.

Use fully qualified names and require a name for shape fn lib ops for
now and an explicit print/parse (based around the generated one & GPU
module op ones).

Differential Revision: https://reviews.llvm.org/D91672
2020-11-28 15:53:59 -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
Thomas Raoux 023f2400f2 [mlir] Fix post-dominance between blocks of different regions.
If block A and B are in different regions and region of A is not an ancestor of
B, either A is included in region of B or the two regions are disjoint. In both
case A doesn't post-dominate B.

Differential Revision: https://reviews.llvm.org/D91225
2020-11-11 11:20:53 -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
Mehdi Amini d31c9e5a46 Change filecheck default to dump input on failure
Having the input dumped on failure seems like a better
default: I debugged FileCheck tests for a while without knowing
about this option, which really helps to understand failures.

Remove `-dump-input-on-failure` and the environment variable
FILECHECK_DUMP_INPUT_ON_FAILURE which are now obsolete.

Differential Revision: https://reviews.llvm.org/D81422
2020-06-09 18:57:46 +00:00
Alex Zinenko 60f443bb3b [mlir] Change dialect namespace loop->scf
All ops of the SCF dialect now use the `scf.` prefix instead of `loop.`. This
is a part of dialect renaming.

Differential Revision: https://reviews.llvm.org/D79844
2020-05-13 19:20:21 +02:00
Marcel Koester c79227cabb [mlir] Extended Liveness analysis to support nested regions.
The current Liveness analysis does not support operations with nested regions.
This causes issues when querying liveness information about blocks nested within
operations. Furthermore, the live-in and live-out sets are not computed properly
in these cases.

Differential Revision: https://reviews.llvm.org/D77714
2020-04-23 16:19:54 +02:00
Marcel Koester 86bbbb317b [mlir] Extended Dominance analysis with a function to find the nearest common dominator of two given blocks.
The Dominance analysis currently misses a utility function to find the nearest common dominator of two given blocks. This is required for a huge variety of different control-flow analyses and transformations. This commit adds this function and moves the getNode function from DominanceInfo to DominanceInfoBase, as it also works for post dominators.

Differential Revision: https://reviews.llvm.org/D75507
2020-03-27 14:55:40 +01:00
River Riddle c774840492 [mlir] Update the CallGraph for nested symbol references, and simplify CallableOpInterface
Summary:
This enables tracking calls that cross symbol table boundaries. It also simplifies some of the implementation details of CallableOpInterface, i.e. there can only be one region within the callable operation.

Depends On D72042

Reviewed By: jpienaar

Differential Revision: https://reviews.llvm.org/D72043
2020-01-13 15:51:28 -08:00
Alexander Belyaev 4b0198acb5 Roll-forward initial liveness analysis including test cases.
Fix the usage of the map size when appending to the map with [].

PiperOrigin-RevId: 284985916
2019-12-11 08:13:43 -08:00
Alexander Belyaev 984fdde269 Automated rollback of commit 98fbf41044
PiperOrigin-RevId: 284979684
2019-12-11 07:17:21 -08:00
Marcel Koester 98fbf41044 Add initial liveness analysis including test cases.
Closes tensorflow/mlir#255

PiperOrigin-RevId: 284935454
2019-12-11 01:03:25 -08:00
River Riddle 8cb405a8be Add initial callgraph support.
Using the two call interfaces, CallOpInterface and CallableOpInterface, this change adds support for an initial multi-level CallGraph. This call graph builds a set of nodes for each callable region, and connects them via edges. An edge may be any of the following types:
* Abstract
  - An edge not produced by a call operation, used for connecting to internal nodes from external nodes.
* Call
  - A call edge is an edge defined via a call-like operation.
* Child
  - This is an artificial edge connecting nested callgraph nodes.

This callgraph will be used, and improved upon, to begin supporting more interesting interprocedural analyses and transformation. In a followup, this callgraph will be used to support more complex inlining support.

PiperOrigin-RevId: 270724968
2019-09-23 11:44:13 -07:00