188 Commits

Author SHA1 Message Date
Eric Schweitz
1c083e6985 [mlir] Add support for the nest attribute to the LLVM-IR dialect conversion.
Differential Revision: https://reviews.llvm.org/D121948
2022-03-18 08:15:03 -07:00
River Riddle
4a3460a791 [mlir:FunctionOpInterface] Rename the "type" attribute to "function_type"
This removes any potential confusion with the `getType` accessors
which correspond to SSA results of an operation, and makes it
clear what the intent is (i.e. to represent the type of the function).

Differential Revision: https://reviews.llvm.org/D121762
2022-03-16 17:07:04 -07:00
Alex Zinenko
eb27da7dec [mlir] Ignore index data layout in translation to LLVM
It can be present, but is irrelevant for the translation.
2022-03-02 16:56:21 +01:00
Alex Zinenko
ea998709eb [mlir] Add partial support for translating data layout
Add support for translating data layout specifications for integer and float
types between MLIR and LLVM IR. This is a first step towards removing the
string-based LLVM dialect data layout attribute on modules. The latter is still
available and will remain so until the first-class MLIR modeling can fully
replace it.

Depends On D120739

Reviewed By: wsmoses

Differential Revision: https://reviews.llvm.org/D120740
2022-03-02 14:56:50 +01:00
Markus Böck
1bf7921374 [mlir][LLVM] Add support for adding a garbage collector to a LLVM function
This patch simply adds an optional garbage collector attribute to LLVMFuncOp which maps 1:1 to the "gc" property of functions in LLVM.

Differential Revision: https://reviews.llvm.org/D119492
2022-02-11 10:23:51 +01:00
Nikita Popov
a4ad79c50a [MLIR] Remove some pointer element type accesses
Use the MLIR pointer element type, rather than the LLVM pointer
element type.
2022-01-28 09:50:52 +01:00
Alex Zinenko
bea16e72a7 [mlir] Fix invalid assertion in ModuleTranslation.cpp
LLVM dialect supports terminators with repeated successor blocks that take
different operands. This cannot be directly expressed in LLVM IR though since
it uses the number of the predecessor block to differentiate values in its PHI
nodes. Therefore, the translation to LLVM IR inserts dummy blocks to forward
arguments in case of repeated succesors with arguments. The insertion works
correctly. However, when connecting PHI nodes to their source values, the
assertion of the insertion having worked correctly was incorrect: it would only
trigger if repeated blocks were adjacent in the successor list (not guaranteed
by anything) and would not check if the successors have operands (no need for
dummy blocks in absence of operands since no PHIs are being created). Change
the assertion to only trigger in case of duplicate successors with operands,
and don't expect them to be adjacent.

Reviewed By: wsmoses

Differential Revision: https://reviews.llvm.org/D117214
2022-01-14 12:56:33 +01:00
Javier Setoain
7c56458616 [mlir] Fix scalable type translation in splat element attr
LLVM Dialect Constant Op translations assume that if the attribute is a
vector, it's a fixed length one, generating an invalid translation for
constant scalable vector initializations.

Differential Revision: https://reviews.llvm.org/D117125
2022-01-13 11:14:41 +00:00
Serge Guelton
d2cc6c2d0c Use a sorted array instead of a map to store AttrBuilder string attributes
Using and std::map<SmallString, SmallString> for target dependent attributes is
inefficient: it makes its constructor slightly heavier, and involves extra
allocation for each new string attribute. Storing the attribute key/value as
strings implies extra allocation/copy step.

Use a sorted vector instead. Given the low number of attributes generally
involved, this is cheaper, as showcased by

https://llvm-compile-time-tracker.com/compare.php?from=5de322295f4ade692dc4f1823ae4450ad3c48af2&to=05bc480bf641a9e3b466619af43a2d123ee3f71d&stat=instructions

Differential Revision: https://reviews.llvm.org/D116599
2022-01-10 14:49:53 +01:00
Mehdi Amini
18eb681821 Fix clang-tidy readability-redundant-smartptr-get in MLIR ModuleTranslation.cpp (NFC) 2022-01-08 20:07:11 +00:00
Markus Böck
560972052a [mlir][LLVM] Implement mapping of phi source values of llvm.invoke
This patch allows the usage of the normalDestOperands and unwindDestOperands operands of llvm.invoke and have them be correctly mapped to phis in the successor when exported to LLVM IR.

Differential Revision: https://reviews.llvm.org/D116706
2022-01-06 11:27:14 +01:00
Mehdi Amini
e4853be2f1 Apply clang-tidy fixes for performance-for-range-copy to MLIR (NFC) 2022-01-02 22:19:56 +00:00
Mehdi Amini
02b6fb218e Fix clang-tidy issues in mlir/ (NFC)
Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D115956
2021-12-20 20:25:01 +00:00
Javier Setoain
a4830d14ed [mlir][RFC] Add scalable dimensions to VectorType
With VectorType supporting scalable dimensions, we don't need many of
the operations currently present in ArmSVE, like mask generation and
basic arithmetic instructions. Therefore, this patch also gets
rid of those.

Having built-in scalable vector support also simplifies the lowering of
scalable vector dialects down to LLVMIR.

Scalable dimensions are indicated with the scalable dimensions
between square brackets:

        vector<[4]xf32>

Is a scalable vector of 4 single precission floating point elements.

More generally, a VectorType can have a set of fixed-length dimensions
followed by a set of scalable dimensions:

        vector<2x[4x4]xf32>

Is a vector with 2 scalable 4x4 vectors of single precission floating
point elements.

The scale of the scalable dimensions can be obtained with the Vector
operation:

        %vs = vector.vscale

This change is being discussed in the discourse RFC:

https://llvm.discourse.group/t/rfc-add-built-in-support-for-scalable-vector-types/4484

Differential Revision: https://reviews.llvm.org/D111819
2021-12-15 09:31:37 +00:00
Jacques Pienaar
62fea88bc5 [mlir] Update accessors prefixed form (NFC) 2021-11-30 19:42:37 -08:00
River Riddle
937e40a8cf [mlir] Remove the non-templated DenseElementsAttr::getSplatValue
This predates the templated variant, and has been simply forwarding
to getSplatValue<Attribute> for some time. Removing this makes the
API a bit more uniform, and also helps prevent users from thinking
it is "cheap".
2021-11-09 01:40:40 +00:00
thomasraoux
77eafb8430 [mlir][nvvm] Generalize wmma ops to handle more types and shapes
wmma intrinsics have a large number of combinations, ideally we want to be able
to target all the different variants. To avoid a combinatorial explosion in the
number of mlir op we use attributes to represent the different variation of
load/store/mma ops. We also can generate with tablegen helpers to know which
combinations are available. Using this we can avoid having too hardcode a path
for specific shapes and can support more types.
This patch also adds boiler plates for tf32 op support.

Differential Revision: https://reviews.llvm.org/D112689
2021-11-01 10:27:26 -07:00
Jacques Pienaar
dde96363fc [mlir] Flip accessors to prefixed form (NFC)
Change these missed during/added after the last update.
2021-10-29 13:29:48 -07:00
Uday Bondhugula
57b9b29649 [MLIR][LLVM] Add llvm.mlir.global_ctors/dtors and translation support
Add llvm.mlir.global_ctors and global_dtors ops and their translation
support to LLVM global_ctors/global_dtors global variables.

Differential Revision: https://reviews.llvm.org/D112524
2021-10-28 18:09:34 +05:30
Jacques Pienaar
cfb72fd3a0 [mlir] Switch arith, llvm, std & shape dialects to accessors prefixed both form.
Following
https://llvm.discourse.group/t/psa-ods-generated-accessors-will-change-to-have-a-get-prefix-update-you-apis/4476,
this follows flipping these dialects to _Both prefixed form. This
changes the accessors to have a prefix. This was possibly mostly without
breaking breaking changes if the existing convenience methods were used.

(https://github.com/jpienaar/llvm-project/blob/main/clang-tools-extra/clang-tidy/misc/AddGetterCheck.cpp
was used to migrate the callers post flipping, using the output from
Operator.cpp)

Differential Revision: https://reviews.llvm.org/D112383
2021-10-24 18:36:33 -07:00
Benjamin Kramer
898e80964c [mlir] Fix a crash when creating a 1d zero element LLVM constant
Fixes a regression introduced in f9be7a7afda3c90b99c9f50e5eff1624da5a6511

Differential Revision: https://reviews.llvm.org/D112208
2021-10-21 12:55:08 +02:00
Alex Zinenko
bdaf038266 [mlir] Always create a list of alias scopes when emitting LLVM IR
Previously, the translation to LLVM IR would emit IR that directly uses
a scope metadata node in case only one scope was in use in alias.scopes
or noalias metadata. It should always be a list of scopes. The verifier
change in 8700f2bd36bb9b7d7075ed4dac0aef92b9489237 enforced this and
broke the test. Fix the translation to always create a list of scopes
using a new metadata node, update and reenable the respective test.

Fixes PR51919.

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D110140
2021-09-22 00:00:46 +02:00
Alex Zinenko
f9be7a7afd [mlir] speed up construction of LLVM IR constants when possible
The translation to LLVM IR used to construct sequential constants by recurring
down to individual elements, creating constant values for them, and wrapping
them into aggregate constants in post-order. This is highly inefficient for
large constants with known data such as DenseElementsAttr. Use LLVM's
ConstantData for the innermost dimension instead. LLVM does seem to support
data constants for nested sequential constants so the outer dimensions are
still handled recursively. Nevertheless, this speeds up the translation of
large constants with equal dimensions by up to 30x.

Users are advised to rewrite large constants to use flat types before
translating to LLVM IR if more efficiency in translation is necessary. This is
not done automatically as the translation is not aware of the expectations of
the overall compilation flow about type changes and indexing, in particular for
global constants with external linkage.

Reviewed By: silvas

Differential Revision: https://reviews.llvm.org/D109152
2021-09-02 23:07:30 +02:00
Alex Zinenko
8647e4c3a0 [mlir] support translating OpenMP loops with reductions
Use the recently introduced OpenMPIRBuilder facility to transate OpenMP
workshare loops with reductions to LLVM IR calling OpenMP runtime. Most of the
heavy lifting is done at the OpenMPIRBuilder. When other OpenMP dialect
constructs grow support for reductions, the translation can be updated to
operate on, e.g., an operation interface for all reduction containers instead
of workshare loops specifically. Designing such a generic translation for the
single operation that currently supports reductions is premature since we don't
know how the reduction modeling itself will be generalized.

Reviewed By: kiranchandramohan

Differential Revision: https://reviews.llvm.org/D107343
2021-09-02 15:38:20 +02:00
Chris Lattner
41d4aa7de6 [SymbolRefAttr] Revise SymbolRefAttr to hold a StringAttr.
SymbolRefAttr is fundamentally a base string plus a sequence
of nested references.  Instead of storing the string data as
a copies StringRef, store it as an already-uniqued StringAttr.

This makes a lot of things simpler and more efficient because:
1) references to the symbol are already stored as StringAttr's:
   there is no need to copy the string data into MLIRContext
   multiple times.
2) This allows pointer comparisons instead of string
   comparisons (or redundant uniquing) within SymbolTable.cpp.
3) This allows SymbolTable to hold a DenseMap instead of a
   StringMap (which again copies the string data and slows
   lookup).

This is a moderately invasive patch, so I kept a lot of
compatibility APIs around.  It would be nice to explore changing
getName() to return a StringAttr for example (right now you have
to use getNameAttr()), and eliminate things like the StringRef
version of getSymbol.

Differential Revision: https://reviews.llvm.org/D108899
2021-08-29 21:54:47 -07:00
Tyler Augustine
d25e91d7f6 Support alias.scope and noalias metadata
Introduces new Ops to represent 1. alias.scope metadata in LLVM, and 2. domains for these scopes. These correspond to the metadata described in https://llvm.org/docs/LangRef.html#noalias-and-alias-scope-metadata. Lists of scopes are modeled the same way as access groups - as an ArrayAttr on the Op (added in https://reviews.llvm.org/D97944).

Lowering 'noalias' attributes on function parameters is already supported. However, lowering `noalias` metadata on individual Ops is not, which is added in this change. LLVM uses the same keyword for these, but this change introduces a separate attribute name 'noalias_scopes' to represent this distinct concept.

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D107870
2021-08-24 20:42:59 +02:00
Nikita Popov
6ac32872ee [Attributes] Replace doesAttrKindHaveArgument() (NFC)
This is now the same as isIntAttrKind(), so use that instead, as
it does not require manual maintenance. The naming is also more
accurate in that both int and type attributes have an argument,
but this method was only targeting int attributes.

I initially wanted to tighten the AttrBuilder assertion, but we
have some in-tree uses that would violate it.
2021-07-12 21:57:26 +02:00
Alex Zinenko
d4df3825bd [mlir] don't drop undef initializers in translation to LLVM IR
LLVM IR allows globals with external linkage to have initializers, including
undef. The translation was incorrectly using undef as a indicator that the
initializer should be ignored in translation, leading to the impossibility to
create an external global with an explicit undef initializer. Fix this and use
nullptr as a marker instead.

Reviewed By: wsmoses

Differential Revision: https://reviews.llvm.org/D105631
2021-07-09 17:52:43 +02:00
Sean Silva
da289a174f [mlir] Allow conversion to LLVM for ElementsAttr's with size 0
The code seems to correctly handle the case that this assertion was
guarding.

Differential Revision: https://reviews.llvm.org/D105379
2021-07-07 11:15:20 -07:00
Felipe de Azevedo Piovezan
8ca04b0513 [mlir] Add support for LLVM's dso_local attr
This patch brings support for setting runtime preemption specifiers of
LLVM's GlobalValues. In LLVM semantics, if the `dso_local` attribute
is not explicitly requested, then it is inferred based on linkage and
visibility. We model this same behavior with a UnitAttribute: if it is
present, then we explicitly request the GlobalValue to marked as
`dso_local`, otherwise we rely on the GlobalValue itself to make this
decision.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D104983
2021-06-29 15:00:48 +02:00
William S. Moses
929189a499 [MLIR][LLVM] Expose type translator from LLVM to MLIR Type
This commit moves the type translator from LLVM to MLIR to a public header for use by external projects or other code.

Unlike a previous attempt (https://reviews.llvm.org/D104726), this patch moves the type conversion into separate files which remedies the linker error which was only caught by CI.

Differential Revision: https://reviews.llvm.org/D104834
2021-06-24 12:06:34 -04:00
Adrian Kuegel
5ef21506b9 Add support for complex constants to MLIR core.
BEGIN_PUBLIC
Add support for complex constants to MLIR core.
END_PUBLIC

Differential Revision: https://reviews.llvm.org/D101908
2021-05-17 09:12:39 +02:00
Dumitru Potop
9a0ea5994b [mlir] Support alignment in LLVM dialect GlobalOp
First step in adding alignment as an attribute to MLIR global definitions. Alignment can be specified for global objects in LLVM IR. It can also be specified as a named attribute in the LLVMIR dialect of MLIR. However, this attribute has no standing and is discarded during translation from MLIR to LLVM IR. This patch does two things: First, it adds the attribute to the syntax of the llvm.mlir.global operation, and by doing this it also adds accessors and verifications. The syntax is "align=XX" (with XX being an integer), placed right after the value of the operation. Second, it allows transforming this operation to and from LLVM IR. It is checked whether the value is an integer power of 2.

Reviewed By: ftynse, mehdi_amini

Differential Revision: https://reviews.llvm.org/D101492
2021-05-12 09:07:20 +02:00
Uday Bondhugula
1c777ab459 [MLIR] Switch llvm.noalias to a unit attribute
Switch llvm.noalias attribute from a boolean attribute to a unit
attribute.

Differential Revision: https://reviews.llvm.org/D102225
2021-05-11 15:41:09 +05:30
Alex Zinenko
72d013dd73 [mlir] OpenMP-to-LLVM: properly set outer alloca insertion point
Previously, the OpenMP to LLVM IR conversion was setting the alloca insertion
point to the same position as the main compuation when converting OpenMP
`parallel` operations. This is problematic if, for example, the `parallel`
operation is placed inside a loop and would keep allocating on stack on each
iteration leading to stack overflow.

Reviewed By: kiranchandramohan

Differential Revision: https://reviews.llvm.org/D101307
2021-05-10 10:04:52 +02:00
Navdeep Kumar
875eb523c1 [MLIR][GPU][NVVM] Add warp synchronous matrix-multiply accumulate ops
Add warp synchronous matrix-multiply accumulate ops in GPU and NVVM
dialect. Add following three ops to GPU dialect :-
  1.) subgroup_mma_load_matrix
  2.) subgroup_mma_store_matrix
  3.) subgroup_mma_compute
Add following three ops to NVVM dialect :-
  1.) wmma.m16n16k16.load.[a,b,c].[f16,f32].row.stride
  2.) wmma.m16n16k16.store.d.[f16,f32].row.stride
  3.) wmma.m16n16k16.mma.row.row.[f16,f32].[f16,f32]

Reviewed By: bondhugula, ftynse, ThomasRaoux

Differential Revision: https://reviews.llvm.org/D95330
2021-05-06 12:06:25 +05:30
Ranjith Kumar H
b65472d66d [MLIR] Add and propagate section attribute for LLVM_GlobalOp
Add a section attribute to LLVM_GlobalOp, during module translation attribute value is propagated to llvm

Reviewed By: sgrechanik, ftynse, mehdi_amini

Differential Revision: https://reviews.llvm.org/D100947
2021-04-28 04:15:49 +00:00
clementval
c46a88625d [mlir][llvm] Add UnnamedAddr attribute to GlobalOp
This patch add the UnnamedAddr attribute for the GlobalOp in the LLVM
dialect. The attribute is also handled to and from LLVM IR.

This is meant to be used in a follow up patch to lower OpenACC/OpenMP ops to
call to kmp and tgt runtime calls (D100678).

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D100677
2021-04-19 21:45:14 -04:00
River Riddle
4efb7754e0 [mlir][NFC] Add a using directive for llvm::SetVector
Differential Revision: https://reviews.llvm.org/D100436
2021-04-15 16:09:34 -07:00
Mehdi Amini
38b106f681 Improve error message when tring to export to LLVM IR with a dialect missing the interface
Dialects can be translated to LLVM IR when they have the
LLVMTranslationDialectInterface interface registered. In case the
interface isn't explicitly registered, even the LLVM dialect can't be
exported to LLVM IR. This make the error message more explicit on this.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D96729
2021-04-08 23:21:27 +00:00
Jean Perier
ffa455d4d4 [mlir] Translate global initializers after creating all LLVM IR globals
In case an operation in a global initializer region refers to another
global variable defined afterwards in the module of itself, translation
to LLVM IR was currently crashing because it could not find the LLVM IR global
when going through the initializer block.

To solve this problem, split global conversion to LLVM IR into two passes. A
first pass that creates LLVM IR global variables, and a second one that converts
the initializer, if any, and adds it to the llvm global.

Differential Revision: https://reviews.llvm.org/D99246
2021-03-25 09:53:58 +01:00
Arpith C. Jacob
4e393350c5 [mlir] Add an AccessGroup attribute to load/store LLVM dialect ops and generate the access_group LLVM metadata.
This also includes LLVM dialect ops created from intrinsics.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D97944
2021-03-04 18:17:23 +01:00
Arpith C. Jacob
4a2930f495 [mlir] Add loop codegen options to some LLVM dialect ops.
Add a Loop Option attribute and generate llvm metadata attached to
branch instructions to control code generation.

Reviewed By: ftynse, mehdi_amini

Differential Revision: https://reviews.llvm.org/D96820
2021-03-04 09:01:57 +01:00
Alex Zinenko
12875ed976 [mlir] generate enum translation functions with unused attribute
The functions translating enums to LLVM IR are generated in a single
file included in many places, not all of which use all translations.
Generate functions with "unused" attribute to silence compiler warnings.

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D96880
2021-02-18 09:44:40 +01:00
Alex Zinenko
4a3473ff3b [mlir] silence unused-function warnings in table-generated code
Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D96695
2021-02-17 19:28:31 +01:00
Alex Zinenko
ce8f10d6cb [mlir] Simplify ModuleTranslation for LLVM IR
A series of preceding patches changed the mechanism for translating MLIR to
LLVM IR to use dialect interface with delayed registration. It is no longer
necessary for specific dialects to derive from ModuleTranslation. Remove all
virtual methods from ModuleTranslation and factor out the entry point to be a
free function.

Also perform some cleanups in ModuleTranslation internals.

Depends On D96774

Reviewed By: nicolasvasilache

Differential Revision: https://reviews.llvm.org/D96775
2021-02-16 18:42:52 +01:00
Alex Zinenko
176379e0c8 [mlir] Use the interface-based translation for LLVM "intrinsic" dialects
Port the translation of five dialects that define LLVM IR intrinsics
(LLVMAVX512, LLVMArmNeon, LLVMArmSVE, NVVM, ROCDL) to the new dialect
interface-based mechanism. This allows us to remove individual translations
that were created for each of these dialects and just use one common
MLIR-to-LLVM-IR translation that potentially supports all dialects instead,
based on what is registered and including any combination of translatable
dialects. This removal was one of the main goals of the refactoring.

To support the addition of GPU-related metadata, the translation interface is
extended with the `amendOperation` function that allows the interface
implementation to post-process any translated operation with dialect attributes
from the dialect for which the interface is implemented regardless of the
operation's dialect. This is currently applied to "kernel" functions, but can
be used to construct other metadata in dialect-specific ways without
necessarily affecting operations.

Depends On D96591, D96504

Reviewed By: nicolasvasilache

Differential Revision: https://reviews.llvm.org/D96592
2021-02-15 14:43:07 +01:00
Alex Zinenko
66900b3eae [mlir] Use dialect interfaces to translate OpenMP dialect to LLVM IR
Migrate the translation of the OpenMP dialect operations to LLVM IR to the new
dialect-based mechanism.

Depends On D96503

Reviewed By: nicolasvasilache

Differential Revision: https://reviews.llvm.org/D96504
2021-02-12 18:37:47 +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
Alex Zinenko
0881a4f1bf [mlir] make ModuleTranslation mapping fields private
ModuleTranslation contains multiple fields that keep track of the mappings
between various MLIR and LLVM IR components. The original ModuleTranslation
extension model was based on inheritance, with these fields being protected and
thus accessible in the ModuleTranslation and derived classes. The
inheritance-based model doesn't scale to translation of more than one derived
dialect and will be progressively replaced with a more flexible one based on
dialect interfaces and a translation state that is separate from
ModuleTranslation. This change prepares the replacement by making the mappings
private and providing public methods to access them.

Depends On D96436

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D96437
2021-02-11 14:50:49 +01:00