Commit Graph

295 Commits

Author SHA1 Message Date
Mehdi Amini 54ce344314 Refactor mlir-opt setup in a new helper function (NFC)
This will help refactoring some of the tools to prepare for the explicit registration of
Dialects.

Differential Revision: https://reviews.llvm.org/D86023
2020-08-15 20:09:06 +00:00
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
River Riddle 1d6a8deb41 [mlir] Remove the need to define `kindof` on attribute and type classes.
This revision refactors the default definition of the attribute and type `classof` methods to use the TypeID of the concrete class instead of invoking the `kindof` method. The TypeID is already used as part of uniquing, and this allows for removing the need for users to define any of the type casting utilities themselves.

Differential Revision: https://reviews.llvm.org/D85356
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
Alex Zinenko db1c197bf8 [mlir] take LLVMContext in MLIR-to-LLVM-IR translation
Due to the original type system implementation, LLVMDialect in MLIR contains an
LLVMContext in which the relevant objects (types, metadata) are created. When
an MLIR module using the LLVM dialect (and related intrinsic-based dialects
NVVM, ROCDL, AVX512) is converted to LLVM IR, it could only live in the
LLVMContext owned by the dialect. The type system no longer relies on the
LLVMContext, so this limitation can be removed. Instead, translation functions
now take a reference to an LLVMContext in which the LLVM IR module should be
constructed. The caller of the translation functions is responsible for
ensuring the same LLVMContext is not used concurrently as the translation no
longer uses a dialect-wide context lock.

As an additional bonus, this change removes the need to recreate the LLVM IR
module in a different LLVMContext through printing and parsing back, decreasing
the compilation overhead in JIT and GPU-kernel-to-blob passes.

Reviewed By: rriddle, mehdi_amini

Differential Revision: https://reviews.llvm.org/D85443
2020-08-07 14:22:30 +02:00
Alex Zinenko 5446ec8507 [mlir] take MLIRContext instead of LLVMDialect in getters of LLVMType's
Historical modeling of the LLVM dialect types had been wrapping LLVM IR types
and therefore needed access to the instance of LLVMContext stored in the
LLVMDialect. The new modeling does not rely on that and only needs the
MLIRContext that is used for uniquing, similarly to other MLIR types. Change
LLVMType::get<Kind>Ty functions to take `MLIRContext *` instead of
`LLVMDialect *` as first argument. This brings the code base closer to
completely removing the dependence on LLVMContext from the LLVMDialect,
together with additional support for thread-safety of its use.

Depends On D85371

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D85372
2020-08-06 11:05:40 +02:00
Hans Wennborg 3ab01550b6 Revert "[CMake] Simplify CMake handling for zlib"
This quietly disabled use of zlib on Windows even when building with
-DLLVM_ENABLE_ZLIB=FORCE_ON.

> Rather than handling zlib handling manually, use find_package from CMake
> to find zlib properly. Use this to normalize the LLVM_ENABLE_ZLIB,
> HAVE_ZLIB, HAVE_ZLIB_H. Furthermore, require zlib if LLVM_ENABLE_ZLIB is
> set to YES, which requires the distributor to explicitly select whether
> zlib is enabled or not. This simplifies the CMake handling and usage in
> the rest of the tooling.
>
> This is a reland of abb0075 with all followup changes and fixes that
> should address issues that were reported in PR44780.
>
> Differential Revision: https://reviews.llvm.org/D79219

This reverts commit 10b1b4a231 and follow-ups
64d99cc6ab and
f9fec0447e.
2020-08-05 12:31:44 +02:00
Petr Hosek 64d99cc6ab [CMake] Move find_package(ZLIB) to LLVMConfig
This way, downstream projects don't have to invoke find_package(ZLIB)
reducing the amount of boilerplate.

Differential Revision: https://reviews.llvm.org/D84691
2020-07-27 17:13:55 -07:00
Petr Hosek 10b1b4a231 [CMake] Simplify CMake handling for zlib
Rather than handling zlib handling manually, use find_package from CMake
to find zlib properly. Use this to normalize the LLVM_ENABLE_ZLIB,
HAVE_ZLIB, HAVE_ZLIB_H. Furthermore, require zlib if LLVM_ENABLE_ZLIB is
set to YES, which requires the distributor to explicitly select whether
zlib is enabled or not. This simplifies the CMake handling and usage in
the rest of the tooling.

This is a reland of abb0075 with all followup changes and fixes that
should address issues that were reported in PR44780.

Differential Revision: https://reviews.llvm.org/D79219
2020-07-23 23:05:36 -07:00
Louis Dionne afa1afd410 [CMake] Bump CMake minimum version to 3.13.4
This upgrade should be friction-less because we've already been ensuring
that CMake >= 3.13.4 is used.

This is part of the effort discussed on llvm-dev here:

  http://lists.llvm.org/pipermail/llvm-dev/2020-April/140578.html

Differential Revision: https://reviews.llvm.org/D78648
2020-07-22 14:25:07 -04:00
Rahul Joshi ee394e6842 [MLIR] Add variadic isa<> for Type, Value, and Attribute
- Also adopt variadic llvm::isa<> in more places.
- Fixes https://bugs.llvm.org/show_bug.cgi?id=46445

Differential Revision: https://reviews.llvm.org/D82769
2020-06-29 15:04:48 -07:00
River Riddle 8d67d187ba [mlir][DialectConversion] Refactor how block argument types get converted
This revision removes the TypeConverter parameter passed to the apply* methods, and instead moves the responsibility of region type conversion to patterns. The types of a region can be converted using the 'convertRegionTypes' method, which acts similarly to the existing 'applySignatureConversion'. This method ensures that all blocks within, and including those moved into, a region will have the block argument types converted using the provided converter.

This has the benefit of making more of the legalization logic controlled by patterns, instead of being handled explicitly by the driver. It also opens up the possibility to support multiple type conversions at some point in the future.

This revision also adds a new utility class `FailureOr<T>` that provides a LogicalResult friendly facility for returning a failure or a valid result value.

Differential Revision: https://reviews.llvm.org/D81681
2020-06-18 15:59:22 -07:00
Alex Zinenko 68628c94cd [mlir] Update Toy tutorial to use callback-based loop constructors
We recently introduced support for building loops or loop nests using callbacks
that populate the body. Use these in the tutorial instead of setInsertionPoint
manipulations.

Differential Revision: https://reviews.llvm.org/D82104
2020-06-18 23:03:21 +02:00
Jacques Pienaar 2d2c73c5cf [mlir] Remove OperandAdaptor
Use ::Adaptor alias instead uniformly. Makes the naming more consistent as
adaptor can refer to attributes now too.

Differential Revision: https://reviews.llvm.org/D81789
2020-06-15 06:01:31 -07:00
Mehdi Amini 51a822724d Register printer and context CL options with the toyc example
The tutorial refers to invoking toyc with '-mlir-print-debuginfo' but
it wasn't registered anymore.

Differential Revision: https://reviews.llvm.org/D81604
2020-06-10 19:59:40 +00:00
KareemErgawy a6d6b0ac93 [MLIR][Toy] Fix a few typos in the comments/docs.
Fixes a few typos and errors in MLIR's Toy tutorial docs and comments.

Differential Revision: https://reviews.llvm.org/D81406
2020-06-08 18:18:47 -04:00
Alex Zinenko b596ecdd57 [mlir] Toy tutorial: avoid erasing and then re-creating loop terminators
The lower-to-affine-loops pass in chapters 5-7 of the Toy tutorial has
been creating affine loops, erasing their terminator and creating it
anew using a PatternRewriter instance to work around the fact that
implicit terminators were created without notifying the rewriter. Now
that has been fixed in 3ccf4a5bd1, remove the code erasing and
re-creating the terminators and rely on the default ones.
2020-06-02 12:54:03 +02:00
Marius Brehler b0b2507717 [mlir] Add test to check if standalone dialect is registered
Summary: Add a test to check if the standalone dialect is registered within standalone-opt. Similar to the mlir-opt commandline.mlir test.

Reviewers: Kayjukh, stephenneuendorffer

Reviewed By: Kayjukh

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

Tags: #llvm

Differential Revision: https://reviews.llvm.org/D80764
2020-05-29 00:34:34 +02:00
Marius Brehler 3bff62d45f [mlir] Extend standalone example by standalone-translate
Extend the standalone by standalone-translate, based on mlir-translate.

Differential Revision: https://reviews.llvm.org/D80737
2020-05-28 14:07:55 -07:00
Alex Zinenko 57cbeaa8b5 [mlir] Erase or clear blocks through ConversionPatternRewriter when applicable
Multiple places in the code base were erasing Blocks or operations in them
using in-place modifications (`Block::erase` or `Block::clear`) unknown to
ConversionPatternRewriter. These operations could not be undone if the pattern
failed and could lead to inconsistent in-memory state of the IR with dangling
pointers. Use `ConversionPatternRewriter::eraseOp` and `::eraseBlock` instead.

Differential Revision: https://reviews.llvm.org/D80136
2020-05-20 16:12:05 +02:00
Alex Zinenko a655144f57 [mlir] Toy tutorial: insert terminators at the end of the loop during rewrite
When creating temporary `scf.for` loops in `toy.print` lowering, the block
insertion point was erronously set up to the beginning of the block rather than
to its end, contradicting the comment just above the insertion point change.
The code was nevertheless operational because `scf.for` was setting up its
`scf.yield` terminator in an opaque to the pattern rewriting infrastructure
way. Now that it is about to change, the problem would have been exposed and
lead to conversion failures.

Differential Revision: https://reviews.llvm.org/D80133
2020-05-20 16:12:05 +02:00
Stephen Neuendorffer eb623ae832 [MLIR] Continue renaming of "SideEffects"
MLIRSideEffects -> MLIRSideEffectInterfaces
SideEffects.h -> SideEffectInterfaces.h
SideEffects.cpp -> SideEffectInterface.cpp

Note that I haven't renamed TableGen/SideEffects.h or TableGen/SideEffects.cpp

find -name "*.h" -exec sed -i "s/SideEffects.h/SideEffectInterfaces.h/" "{}" \;
find -name "CMakeLists.txt" -exec sed -i "s/MLIRSideEffects/MLIRSideEffectInterfaces/" "{}" \;

Differential Revision: https://reviews.llvm.org/D79890
2020-05-15 14:37:09 -07:00
Alex Zinenko 4ead2cf76c [mlir] Rename conversions involving ex-Loop dialect to mention SCF
The following Conversions are affected: LoopToStandard -> SCFToStandard,
LoopsToGPU -> SCFToGPU, VectorToLoops -> VectorToSCF. Full file paths are
affected. Additionally, drop the 'Convert' prefix from filenames living under
lib/Conversion where applicable.

API names and CLI options for pass testing are also renamed when applicable. In
particular, LoopsToGPU contains several passes that apply to different kinds of
loops (`for` or `parallel`), for which the original names are preserved.

Differential Revision: https://reviews.llvm.org/D79940
2020-05-15 10:45:11 +02:00
Marius Brehler 426afd79da [mlir] Adopt changes in mlir-opt to standalone example
MLIRContext was moved with commit 6bce7d8

Differential Revision: https://reviews.llvm.org/D79946
2020-05-14 17:50:55 +00:00
Stephen Neuendorffer d02fce2d14 [MLIR] Discourage people from copying the toy examples
The CMake structure of the toy example is non-standard.  encourage people to
copy the standalone example instead.

Differential Revision: https://reviews.llvm.org/D79889
2020-05-13 10:37:06 -07:00
Stephen Neuendorffer 661b234cbc [MLIR] Rename SideEffects.td -> SideEffectInterfaces.td
This normalize the name of the tablegen file with the name of the generated
files (SideEffectInterfaces.h.inc) and the other Interface tablegen files,
which all end in Interface(s).td

Differential Revision: https://reviews.llvm.org/D79517
2020-05-12 12:21:42 -07:00
Rahul Joshi 5633813bf3 [MLIR] Fix several misc issues in in Toy tutorial
Summary:
- Fix comments in several places
- Eliminate extra ' in AST dump and adjust tests accordingly

Differential Revision: https://reviews.llvm.org/D78399
2020-05-11 16:56:47 -07:00
Sean Silva 98eead8186 [mlir][Value] Add v.getDefiningOp<OpTy>()
Summary:
This makes a common pattern of
`dyn_cast_or_null<OpTy>(v.getDefiningOp())` more concise.

Differential Revision: https://reviews.llvm.org/D79681
2020-05-11 12:55:27 -07:00
Alex Zinenko c25b20c0f6 [mlir] NFC: Rename LoopOps dialect to SCF (Structured Control Flow)
This dialect contains various structured control flow operaitons, not only
loops, reflect this in the name. Drop the Ops suffix for consistency with other
dialects.

Note that this only moves the files and changes the C++ namespace from 'loop'
to 'scf'. The visible IR prefix remains the same and will be updated
separately. The conversions will also be updated separately.

Differential Revision: https://reviews.llvm.org/D79578
2020-05-11 15:04:27 +02:00
Lei Zhang 6f790f784e [mlir] Specify CMAKE_CXX_STANDARD to standalone dialect
This addresses a compilation failure on GCC 5:

error: #error This file requires compiler and library support for the
ISO C++ 2011 standard. This support must be enabled with the -std=c++11
or -std=gnu++11 compiler options.
 #error This file requires compiler and library support

Differential Revision: https://reviews.llvm.org/D79439
2020-05-05 15:26:55 -04:00
Jean-Michel Gorius 98b8b36d00 [mlir][standalone] NFC: Update CMakeLists.txt to reflect best practices
Update to follow the changes introduced in 5469f43 and documented in 93f7e52.
2020-05-05 13:37:37 +02:00
Stephen Neuendorffer 5469f434bb [MLIR] Reapply: Adjust libMLIR building to more closely follow libClang
This reverts commit ab1ca6e60f.
2020-05-04 20:47:57 -07:00
Stephen Neuendorffer ab1ca6e60f Revert "[MLIR] Adjust libMLIR building to more closely follow libClang"
This reverts commit 4f0f436749.

This seems to show some compile dependence problems, and also breaks flang.
2020-05-04 12:40:12 -07:00
Valentin Churavy 4f0f436749 [MLIR] Adjust libMLIR building to more closely follow libClang
- Exports MLIR targets to be used out-of-tree.
- mimicks `add_clang_library` and `add_flang_library`.
- Fixes libMLIR.so

After https://reviews.llvm.org/D77515 libMLIR.so was no longer containing
any object files. We originally had a cludge there that made it work with
the static initalizers and when switchting away from that to the way the
clang shlib does it, I noticed that MLIR doesn't create a `obj.{name}` target,
and doesn't export it's targets to `lib/cmake/mlir`.

This is due to MLIR using `add_llvm_library` under the hood, which adds
the target to `llvmexports`.

Differential Revision: https://reviews.llvm.org/D78773

[MLIR] Fix libMLIR.so and LLVM_LINK_LLVM_DYLIB

Primarily, this patch moves all mlir references to LLVM libraries into
either LLVM_LINK_COMPONENTS or LINK_COMPONENTS.  This enables magic in
the llvm cmake files to automatically replace reference to LLVM components
with references to libLLVM.so when necessary.  Among other things, this
completes fixing libMLIR.so, which has been broken for some configurations
since D77515.

Unlike previously, the pattern is now that mlir libraries should almost
always use add_mlir_library.  Previously, some libraries still used
add_llvm_library.  However, this confuses the export of targets for use
out of tree because libraries specified with add_llvm_library are exported
by LLVM.  Instead users which don't need/can't be linked into libMLIR.so
can specify EXCLUDE_FROM_LIBMLIR

A common error mode is linking with LLVM libraries outside of LINK_COMPONENTS.
This almost always results in symbol confusion or multiply defined options
in LLVM when the same object file is included as a static library and
as part of libLLVM.so.  To catch these errors more directly, there's now
mlir_check_all_link_libraries.

To simplify usage of add_mlir_library, we assume that all mlir
libraries depend on LLVMSupport, so it's not necessary to separately specify
it.

tested with:
BUILD_SHARED_LIBS=on,
BUILD_SHARED_LIBS=off + LLVM_BUILD_LLVM_DYLIB,
BUILD_SHARED_LIBS=off + LLVM_BUILD_LLVM_DYLIB + LLVM_LINK_LLVM_DYLIB.

By: Stephen Neuendorffer <stephen.neuendorffer@xilinx.com>
Differential Revision: https://reviews.llvm.org/D79067

[MLIR] Move from using target_link_libraries to LINK_LIBS

This allows us to correctly generate dependencies for derived targets,
such as targets which are created for object libraries.

By: Stephen Neuendorffer <stephen.neuendorffer@xilinx.com>
Differential Revision: https://reviews.llvm.org/D79243

Three commits have been squashed to avoid intermediate build breakage.
2020-05-04 11:40:46 -07:00
Stephen Neuendorffer 57818885be [MLIR] Move Verifier and Dominance Analysis from /Analysis to /IR
These libraries are distinct from other things in Analysis in that they
operate only on core IR concepts.  This also simplifies dependencies
so that Dialect -> Analysis -> Parser -> IR.  Previously, the parser depended
on portions of the the Analysis directory as well, which sometimes
caused issues with the way the cmake makefile generator discovers
dependencies on generated files during compilation.

Differential Revision: https://reviews.llvm.org/D79240
2020-05-01 20:01:46 -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
Jean-Michel Gorius 585a0af379 [mlir][NFC] Fix typo in the standalone dialect README. 2020-04-21 16:55:04 +02:00
River Riddle 92f1562f3d [mlir][NFC] Remove the STLExtras.h header file now that it has been merged into LLVM.
Now that no more utilities exist within, this file can be deleted.

Differential Revision: https://reviews.llvm.org/D78079
2020-04-14 15:14:41 -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 2f21a57966 [llvm][STLExtras] Move the algorithm `interleave*` methods from MLIR to LLVM
These have proved incredibly useful for interleaving values between a range w.r.t to streams. After this revision, the mlir/Support/STLExtras.h is empty. A followup revision will remove it from the tree.

Differential Revision: https://reviews.llvm.org/D78067
2020-04-14 15:14:40 -07:00
Jean-Luc Brouillet 9b1a0d300e Fix a typo in the error message for an incorrect prototype.
Summary: Cut & paste error had the error message mentionning "}" rather than ")".

Differential Revision: https://reviews.llvm.org/D77625
2020-04-13 15:43:51 -07:00
Jonathan Roelofs 015ebd2930 [mlir][toy] Fix comment typo. NFC
Differential Revision: https://reviews.llvm.org/D77917
2020-04-11 09:11:35 -06:00
Lukas Sommer d86ece13d9 Keep output file after successful execution of mlir-opt
Invoke `keep()` on the output file of `mlir-opt` in case the invocation of `MlirOptMain` was successful, to make sure the output file is not deleted on exit from `mlir-opt`.
Fixes a similar problem in `standalone-opt` from the example for an out-of-tree, standalone MLIR dialect.

This revision also adds a missing parameter to the invocation of `MlirOptMain` in `standalone-opt`.

Differential Revision: https://reviews.llvm.org/D77643
2020-04-08 03:37:45 +00:00
River Riddle 80aca1eaf7 [mlir][Pass] Remove the use of CRTP from the Pass classes
This revision removes all of the CRTP from the pass hierarchy in preparation for using the tablegen backend instead. This creates a much cleaner interface in the C++ code, and naturally fits with the rest of the infrastructure. A new utility class, PassWrapper, is added to replicate the existing behavior for passes not suitable for using the tablegen backend.

Differential Revision: https://reviews.llvm.org/D77350
2020-04-07 14:08:52 -07:00
River Riddle 722f909f7a [mlir][Pass][NFC] Replace usages of ModulePass with OperationPass<ModuleOp>
ModulePass doesn't provide any special utilities and thus doesn't give enough benefit to warrant a special pass class. This revision replaces all usages with the more general OperationPass.

Differential Revision: https://reviews.llvm.org/D77339
2020-04-07 14:08:52 -07:00
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
Djordje Todorovic da5fe23e84 [mlir][LowerToAffineLoops] Handle tensors of rank 0
This will fix the case:

  $ toyc -emit=jit test.toy
  $ cat test.toy
  def main() {
    var a = 1;
    print(a);
  }

Without this patch it would trigger an assertion.

Differential Revision: https://reviews.llvm.org/D77464
2020-04-06 14:51:03 +02:00