Commit Graph

11545 Commits

Author SHA1 Message Date
Ivan Kosarev b3c856d10c [MLIR][NFC] Fix the Conversion/MemRefToSPIRV/alloc.mlir test.
Caught with D125604.

Reviewed By: antiagainst

Differential Revision: https://reviews.llvm.org/D126292
2022-05-25 13:58:19 +01:00
lorenzo chelini 1ad9b26622 [MLIR][Linalg] Adjust documentation (NFC)
Adjust docs for tensor.pad, tensor.collapse_shape and tensor.expand_shape.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D126370
2022-05-25 13:57:11 +02:00
Shraiysh Vaishay 512d06b045 [mlir][openmp] Add check for types of operands in omp.atomic.write
This patch makes sure that the address dereferences to value in
omp.atomic.write operation.

Reviewed By: kiranchandramohan, peixin

Differential Revision: https://reviews.llvm.org/D126272
2022-05-25 17:22:16 +05:30
Javed Absar 8919447c71 [mlir] Fix warning `missing base in copy ctor`
This suppresse annoying warning when building mlir.
```
 warning: base class ‘class mlir::PassWrapper<{anonymous}::TestStatisticPass,
  mlir::OperationPass<void> >’ should be explicitly initialized in the copy constructor [-Wextra]
```

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D126209
2022-05-25 10:24:00 +01:00
Alexander Belyaev b3c5c22c13 [mlir] Add `complex.atan2` operation.
Differential Revision: https://reviews.llvm.org/D126357
2022-05-25 10:11:44 +02:00
Aart Bik a9e354c83b [mlir][sparse] complex lowering
Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D126335
2022-05-24 16:06:16 -07:00
Aart Bik 5799f843a2 [mlir][sparse] add new complex ops to reduction recognition
Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D126318
2022-05-24 15:00:56 -07:00
Mogball 96bbe1bd61 [mlir] Rename mlir::SmallVector -> llvm::SmallVector 2022-05-24 15:03:19 +00:00
Logan Chien 57d239e4ad [mlir] Breakdown diagnostic string literals
This commit breaks down diagnostic string literals so that the attribute
name and enumurator names can be shared with the stringify utility
function and the "expected ", " to be one of ", and ", " can be shared
between different enum-related diagnostic.

Differential Revision: https://reviews.llvm.org/D125938
2022-05-24 07:58:00 -07:00
Thomas Raoux 89aaa2d033 [mlir][vector] Add new lowering mode to vector.contractionOp
Add lowering for cases where the reduction dimension is fully unrolled.
It is common to unroll the reduction dimension, therefore we would want
to lower the contractions to an elementwise vector op in this case.

Differential Revision: https://reviews.llvm.org/D126120
2022-05-24 14:19:08 +00:00
Mehdi Amini 994a1841eb Apply clang-tidy fixes for modernize-use-bool-literals in Parser.cpp (NFC) 2022-05-23 23:13:33 +00:00
Mehdi Amini f38765a813 Apply clang-tidy fixes for modernize-use-override in SparseTensorUtils.cpp (NFC) 2022-05-23 23:12:58 +00:00
Mehdi Amini 63d69a21b7 Apply clang-tidy fixes for performance-unnecessary-value-param in Utils.cpp (NFC) 2022-05-23 23:12:58 +00:00
Stella Stamenova e7afa23366 [mlir] Use 'native' instead of 'llvm_has_native_target' in the mlir tests
The tests actually require the target triple to match the host, rather than just having the host in the list of available targets. This change removes `llvm_has_native_target` and instead uses the `native` feature from the lit configuration.

Reviewed By: stellaraccident

Differential Revision: https://reviews.llvm.org/D126011
2022-05-23 12:38:24 -07:00
natashaknk bedd3ee881 [mlir][tosa] Change tosa.depthwise_conv2d's ending reshape to a collapse.
TOSAs depthwise_conv2d operation includes a reshape to include the implicit x1 dimension.

Reviewed By: rsuderman

Differential Revision: https://reviews.llvm.org/D126212
2022-05-23 11:27:01 -07:00
Christopher Bate 7085cb6011 [mlir][NvGpuToNVVM] Fix byte size calculation in async copy lowering
AsyncCopyOp lowering converted "size in elements" to "size in bytes"
assuming the element type size is at least one byte. This removes
that restriction, allowing for types such as i4 and b1 to be handled
correctly.

Differential Revision: https://reviews.llvm.org/D125838
2022-05-23 10:53:51 -06:00
Matthias Springer 82c85bf38e [mlir][bufferize][NFC] Update One-Shot Bufferize pass documentation
Differential Revision: https://reviews.llvm.org/D125637
2022-05-23 18:53:36 +02:00
Christopher Bate 334f63e7c3 [mlir][NvGpuToNVVM] Fix missing i4 support for nvgpu.mma.sync
This changes adds missing support for the i4 data type. Tests are added
to ensure proper lowering of an nvgpu.mma.sync operation targeting the
16x8x64xi4 and 16x8x32xi4 MMA variants in the NVVM dialect.

Differential Revision: https://reviews.llvm.org/D126092
2022-05-23 10:52:28 -06:00
Matthias Springer 598c5ddba6 [mlir][bufferize] Support fully dynamic layout maps in BufferResultsToOutParams
Also fixes integration of the pass into One-Shot Bufferize and adds additional test cases.

BufferResultsToOutParams can be used with "identity-layout-map" and "fully-dynamic-layout-map". "infer-layout-map" is not supported.

Differential Revision: https://reviews.llvm.org/D125636
2022-05-23 18:38:22 +02:00
Matthias Springer 210c4e7fc8 [mlir][bufferization] Fix Python bindings
Differential Revision: https://reviews.llvm.org/D126179
2022-05-23 18:12:56 +02:00
Stella Laurenzo 02d3499a46 NFC: Silence two warnings for unused bufferization symbols in release mode.
Differential Revision: https://reviews.llvm.org/D126182
2022-05-22 09:00:34 -07:00
Matthias Springer ec55f0bd58 [mlir][bufferization][NFC] Improve assembly format of AllocTensorOp
No longer pass static dim sizes as an attribute. This was redundant and required extra checks in the verifier. This change also makes the op symmetrical to memref::AllocOp.

Differential Revision: https://reviews.llvm.org/D126178
2022-05-23 16:58:01 +02:00
Alexander Belyaev f3eeefe449 [mlir] Add Expm1 tp ComplexOps.td.
Differential Revision: https://reviews.llvm.org/D126206
2022-05-23 16:31:16 +02:00
Alexander Belyaev a3a85fe59f [mlir] Add RSqrt tp ComplexOps.td.
Differential Revision: https://reviews.llvm.org/D126202
2022-05-23 16:12:05 +02:00
Jeremy Furtek 9b79f50b59 [mlir][tblgen][ods][python] Use keyword-only arguments for optional builder arguments in generated Python bindings
This diff modifies `mlir-tblgen` to generate Python Operation class `__init__()`
functions that use Python keyword-only arguments.

Previously, all `__init__()` function arguments were positional. Python code to
create MLIR Operations was required to provide values for ALL builder arguments,
including optional arguments (attributes and operands). Callers that did not
provide, for example, an optional attribute would be forced to provide `None`
as an argument for EACH optional attribute. Proposed changes in this diff use
`tblgen` record information (as provided by ODS) to generate keyword arguments
for:
- optional operands
- optional attributes (which includes unit attributes)
- default-valued attributes

These `__init__()` function keyword arguments have default `None` values (i.e.
the argument form is `optionalAttr=None`), allowing callers to create Operations
more easily.

Note that since optional arguments become keyword-only arguments (since they are
placed after the bare `*` argument), this diff will require ALL optional
operands and attributes to be provided using explicit keyword syntax. This may,
in the short term, break any out-of-tree Python code that provided values via
positional arguments. However, in the long term, it seems that requiring
keywords for optional arguments will be more robust to operation changes that
add arguments.

Tests were modified to reflect the updated Operation builder calling convention.

This diff partially addresses the requests made in the github issue below.

https://github.com/llvm/llvm-project/issues/54932

Reviewed By: stellaraccident, mikeurbach

Differential Revision: https://reviews.llvm.org/D124717
2022-05-21 21:18:53 -07:00
jacquesguan 10c9ecce9f [mlir][NFC] Replace some nested if with logical and.
This patch replaces some nested if statement with logical and to reduce the nesting depth.

Differential Revision: https://reviews.llvm.org/D126050
2022-05-23 02:04:48 +00:00
Groverkss 8eebb47f97 [MLIR][Presburger] Update equality and subset checks asserts in IntegerRelation
This patch updates asserts in IntegerRelation::isEqual and
IntegerRelation::isCompatible to allow these functions when number of
local identifiers are different. This change is done to reflect the
algorithmic changes done before this patch.
2022-05-22 01:26:41 +05:30
Benjamin Kramer 295d032762 [mlir] Move diagnostic handlers instead of copying
This also allows using unique_ptr instead of shared_ptr for the CAPI
user data. NFCI.
2022-05-21 13:25:24 +02:00
Benjamin Kramer 86fd1c139f [bufferization] Simplify code. NFCI. 2022-05-21 10:58:57 +02:00
Min-Yih Hsu f088b99eac [mlir][LLVMIR] Use the correct way to determine if it's a scalable vector
One of the ShuffleVectorOp::build functions checks if the incoming
vector operands is scalable vector by casting its type to
mlir::VectorType first. However, in some cases the operand is not
necessarily mlir::VectorType (e.g. it might be a LLVMVectorType).

This patch fixes this issue by using the dedicated
`LLVM::isScalableVectorType` function to determine if the incoming
vector is scalable vector or not.

Differential Revision: https://reviews.llvm.org/D125818
2022-05-20 21:45:50 -07:00
Min-Yih Hsu 3b91657c7b [mlir][LLVMIR] Add support for translating from some simple LLVM instructions
Add support for translating from llvm::Select, llvm::FNeg, and llvm::Unreachable.
This patch also cleans up (NFC) the opcode map for simple instructions and
adds `// clang-format off/on` comments to prevent those lines from being
churned by clang-format between commits.

Differential Revision: https://reviews.llvm.org/D125817
2022-05-20 21:45:50 -07:00
Matthias Springer ffdbecccaf [mlir][bufferization] Add bufferization.alloc_tensor op
This change adds a new op `alloc_tensor` to the bufferization dialect. During bufferization, this op is always lowered to a buffer allocation (unless it is "eliminated" by a pre-processing pass). It is useful to have such an op in tensor land, because it allows users to model tensor SSA use-def chains (which drive bufferization decisions) and because tensor SSA use-def chains can be analyzed by One-Shot Bufferize, while memref values cannot.

This change also replaces all uses of linalg.init_tensor in bufferization-related code with bufferization.alloc_tensor.

linalg.init_tensor and bufferization.alloc_tensor are similar, but the purpose of the former one is just to carry a shape. It does not indicate a memory allocation.

linalg.init_tensor is not suitable for modelling SSA use-def chains for bufferization purposes, because linalg.init_tensor is marked as not having side effects (in contrast to alloc_tensor). As such, it is legal to move linalg.init_tensor ops around/CSE them/etc. This is not desirable for alloc_tensor; it represents an explicit buffer allocation while still in tensor land and such allocations should not suddenly disappear or get moved around when running the canonicalizer/CSE/etc.

BEGIN_PUBLIC
No public commit message needed for presubmit.
END_PUBLIC

Differential Revision: https://reviews.llvm.org/D126003
2022-05-21 02:47:32 +02:00
Eugene Zhulenev 705f048cbb [mlir] MemRefToLLVM: convert memref.view operations for empty memrefs
Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D126094
2022-05-20 16:43:54 -07:00
Bixia Zheng d390035b46 [mlir][sparse] Support more complex operations.
Add complex operations abs, neg, sin, log1p, sub and div.

Add test cases.

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D126027
2022-05-20 14:39:26 -07:00
Christopher Bate 873a3e2c1d [mlir] Add missing NVGPU link dependency to VectorToGPU
The missing link dependency caused build failures in some
configurations.
2022-05-20 10:44:31 -06:00
Aart Bik 28b6d412af [mlir][sparse] add support for complex zero/one building
Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D126039
2022-05-20 08:53:30 -07:00
Christopher Bate 1ca772ed95 [MLIR][GPU] Add NvGpu mma.sync path to the VectorToGPU pass
This changes adds the option to lower to NvGpu dialect ops during the
VectorToGPU convsersion pass. Because this transformation reuses
existing VectorToGPU logic, a seperate VectorToNvGpu conversion pass is
not created. The option `use-nvgpu` is added to the VectorToGPU pass.
When this is true, the pass will attempt to convert slices rooted at
`vector.contract` operations into `nvgpu.mma.sync` ops, and
`vector.transfer_read` ops are converted to either `nvgpu.ldmatrix` or
one or more `vector.load` operations.  The specific data loaded will
depend on the thread id within a subgroup (warp). These index
calculations depend on data type and shape of the MMA op
according to the downstream PTX specification. The code for supporting
these details is separated into `NvGpuSupport.cpp|h`.

Differential Revision: https://reviews.llvm.org/D122940
2022-05-20 09:42:55 -06:00
Alex Zinenko 122e685878 [mlir] do not elide dialect prefix for ops with dots in the name
For the hypothetical "a.b.c" op printed within a region that declares "a" as
the default dialect, MLIR would currently elide the "a." prefix and only print
"b.c". However, this becomes ambiguous while parsing as "b.c" may be exist as
the "c" op in the "b" dialect. If it does not, the parsing currently fails. Do
not elide the default dialect if the op name contains further dots to avoid the
ambiguity.

See https://discourse.llvm.org/t/dropping-dialect-prefix-for-ops-with-multiple-dots-in-the-name/62562

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D125975
2022-05-20 12:55:32 +02:00
Vitaly Buka d33c36235d [lit] Fix setup of sanitizer environment
Not all options were propageted into tests.

Reviewed By: ychen

Differential Revision: https://reviews.llvm.org/D122869
2022-05-19 19:24:16 -07:00
jacquesguan 0e02bf6358 [mlir][Arithmetic] fold overlapping negf.
This patch folds negf(negf(x)) to x.

Differential Revision: https://reviews.llvm.org/D125955
2022-05-20 01:49:19 +00:00
wren romano a9a19f5965 [mlir][sparse] Adding x-macros for OverheadType
Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D126026
2022-05-19 16:53:15 -07:00
wren romano 774674ce9a [mlir][sparse] Factored out a "FATAL" macro for unrecoverable assertion failure
Depends On D126019

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D126022
2022-05-19 15:26:20 -07:00
wren romano aff9c89fab [mlir][sparse] Simplifying closure
By closing over the `rank` itself rather than `this`, we save a method call on each iteration.  A minor optimization, but one that adds up.

Depends On D126016

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D126019
2022-05-19 15:15:33 -07:00
wren romano fa6aed2abd [mlir][sparse] Using the name "dimSizes" more consistently
Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D126016
2022-05-19 15:12:44 -07:00
Aart Bik 3b13f8805c [mlir][sparse] fix unsigned comparison bug in assert
Reviewed By: bixia, wrengr

Differential Revision: https://reviews.llvm.org/D126007
2022-05-19 13:32:09 -07:00
Stella Stamenova 33b7df8c1f [mlir] Remove unused properties from the standalone example's lit configuration
Since these are unused, I've removed them from the configuration, so that it can be easier to read and follow.

Reviewed By: stellaraccident

Differential Revision: https://reviews.llvm.org/D125132
2022-05-19 12:54:28 -07:00
Thomas Raoux 4c1b65e7bc [mlir][vector] Fix crash in DropInnerMostUnitDims pattern
Fix number of dimensions when incrementally replacing dimensions in
affine map.

Differential Revision: https://reviews.llvm.org/D125984
2022-05-19 17:38:04 +00:00
Thomas Raoux f2676b151d [mlir][tensor] Add canonicalization for tensor.cast from extract_slice
Propagate static size information into extract_slice producer if
possible.

Differential Revision: https://reviews.llvm.org/D125972
2022-05-19 17:34:59 +00:00
Stella Laurenzo 8b7e85f4f8 [mlir][python] Add Python bindings for ml_program dialect.
Differential Revision: https://reviews.llvm.org/D125852
2022-05-18 23:08:33 -07:00
Stella Laurenzo 2bb252852c [mlir] Add GlobalOp, GlobalLoadConstOp to ml_program.
The approach I took was to define a dialect 'extern' attribute that a GlobalOp can take as a value to signify external linkage. I think this approach should compose well and should also work with wherever the OpaqueElements work goes in the future (since that is just another kind of attribute). I special cased the GlobalOp parser/printer for this case because it is significantly easier on the eyes.

In the discussion, Jeff Niu had proposed an alternative syntax for GlobalOp that I ended up not taking. I did try to implement it but a) I don't think it made anything easier to read in the common case, and b) it made the parsing/printing logic a lot more complicated (I think I would need a completely custom parser/printer to do it well). Please have a look at the common cases where the global type and initial value type match: I don't think how I have it is too bad. The less common cases seem ok to me.

I chose to only implement the direct, constant load op since that is non side effecting and there was still discussion pending on that.

Differential Revision: https://reviews.llvm.org/D124318
2022-05-18 23:08:28 -07:00
Mogball 40e242eb62 [mlir] Fix the error message for missing explicit TypeID
Summary:

The error message was incorrect

Reviewers: rriddle

Subscribers:
2022-05-18 21:08:09 +00:00
Mogball 4957518ef5 [mlir][ods] Simplify useDefaultType/AttributePrinterParser
The current behaviour of `useDefaultTypePrinterParser` and `useDefaultAttributePrinterParser` is that they are set by default, but the dialect generator only generates the declarations for the parsing and printing hooks if it sees dialect types and attributes. Same goes for the definitions generated by the AttrOrTypeDef generator.

This can lead to confusing and undesirable behaviour if the dialect generator doesn't see the definitions of the attributes and types, for example, if they are sensibly separated into different files: `Dialect.td`, `Ops.td`, `Attributes.td`, and `Types.td`.

Now, these bits are unset by default. Setting them will always result in the dialect generator emitting the declarations for the parsing hooks. And if the AttrOrTypeDef generator sees it set, it will generate the default implementations.

Reviewed By: rriddle, stellaraccident

Differential Revision: https://reviews.llvm.org/D125809
2022-05-18 17:22:11 +00:00
Mehdi Amini 302158df6a Apply clang-tidy fixes for llvm-else-after-return in OpenMPDialect.cpp (NFC) 2022-05-18 16:15:46 +00:00
Mehdi Amini e1ff449ec9 Apply clang-tidy fixes for performance-for-range-copy in LinalgOps.cpp (NFC) 2022-05-18 16:15:46 +00:00
Bixia Zheng 69edacbcf0 [mlir][sparse] Add support for complex.im and complex.re to the sparse compiler.
Add a test.

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D125834
2022-05-18 15:53:07 +00:00
Benjamin Kramer e497871356 [mlir][complex] Add pow/sqrt/tanh ops and lowering to libm
Lowering through libm gives us a baseline version, even though it's not
going to be particularly fast. This is similar to what we do for some
math dialect ops.

Differential Revision: https://reviews.llvm.org/D125550
2022-05-18 14:03:14 +02:00
Frederik Gossen 6d36cfed3b [MLIR] Make `parseDimensionListRanked` configurable wrt parsing a trailing `x`
Differential Revision: https://reviews.llvm.org/D125797
2022-05-18 05:42:35 -04:00
River Riddle aa568e082b [mlir:GreedyDriver] Return WalkResult::skip after deleting a known constant
This avoids use-after-free when trying to access the regions after visiting
the operation.
2022-05-18 02:14:02 -07:00
rkayaith 7814b559bd [GreedyPatternRewriter] Avoid reversing constant order
The previous fix from af371f9f98 only applied when using a bottom-up
traversal. The change here applies the constant preprocessing logic to the
top-down case as well. This resolves the issue with the canonicalizer pass still
reordering constants, since it uses a top-down traversal by default.

Fixes 

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D125623
2022-05-18 00:55:59 -07:00
rkayaith ebad5fb309 [mlir][Canonicalize] Fix command-line options
The canonicalize command-line options currently have no effect, as the pass is
reading the pass options in its constructor, before they're actually
initialized. This results in the default values of the options always being used.

The change here moves the initialization of the `GreedyRewriteConfig` out of the
constructor, so that it runs after the pass options have been parsed.

Fixes 

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D125621
2022-05-18 00:28:18 -07:00
River Riddle 17e2e7b788 [mlir:PDLL] Don't append / for directory code completion
This allows for properly using / as a trigger character, i.e.
more easily allows chaining include directory completions.
2022-05-18 00:23:47 -07:00
River Riddle 6d4471efb0 [mlir:PDLL] Improve the location ranges of several expressions during parsing
This allows for the range to encompass more of the source associated
with the full expression, making diagnostics easier to see/tooling easier/etc.
2022-05-18 00:23:47 -07:00
River Riddle e213e5a999 [mlir:PDLL] Drop space as a completion commit character
This causes annoyances when attempting to use space as
a trigger character (to start a different completion).
2022-05-18 00:23:47 -07:00
Groverkss e00cbbec06 [MLIR][Presburger] Cleanup getMaybeValues in FACV
This patch cleans up multiple getMaybeValue functions to take an IdKind instead
of special functions.

Reviewed By: arjunp

Differential Revision: https://reviews.llvm.org/D125617
2022-05-18 09:44:14 +05:30
Groverkss 862b5a5233 [MLIR][Presburger] Attach values only to non-local identifiers in FAVC
This patch changes `FlatAffineValueConstraints` to only allow attaching
values to non-local identifiers.

The reasoning for this change is:
1. Information attached to local identifiers can be lost since local identifiers
  can be removed for output size optimizations.
2. There are no current use cases for attaching values to Local identifiers.
3. Attaching a value to a local identifier does not make sense since a local
  identifier represents existential quantification.

This patch also adds some additional asserts to the affected functions.

Reviewed By: arjunp, bondhugula

Differential Revision: https://reviews.llvm.org/D125613
2022-05-18 09:17:23 +05:30
Robert Suderman 9294a1e9a8 [mlir][tosa] Rework tosa.apply_scale lowering for 32-bit
Added handling rounding behavior in 32-bits for when possible. This
avoids kernel compilation generating scalarized code on platforms where
64-bit vectors are not available.

As the 48-bit lowering requires 64-bit anyway, we added a full 64-bit
solution simplifying the old path.

Reviewed By: dcaballe, mravishankar

Differential Revision: https://reviews.llvm.org/D125583
2022-05-17 16:01:12 -07:00
Matthias Springer 996834e681 [mlir][SCF] Fix scf.while bufferization
Before this fix, the bufferization implementation made the incorrect assumption that the values yielded from the "before" region must match with the values yielded from the "after" region.

Differential Revision: https://reviews.llvm.org/D125835
2022-05-18 00:35:50 +02:00
jfurtek 5c3b20520b [mlir] Update LLVMIR Fastmath flags use of MLIR BitEnum functionality
This diff updates the LLVMIR dialect Fastmath flags attribute to use recently
added features of `BitEnum` attributes. Specifically, this diff uses the bit
enum "group" case to represent the `fast` value as an alias for a combination
of other values (`ninf`, `nnan`, ...), instead of using a separate integer
value. (This is in line with LLVM's fastmath flags representation.) This diff
also leverages the `printBitEnumPrimaryGroups` `tblgen` field for concise
enum printing.

The `BitEnum` features were developed for an upcoming diff that adds `fastmath`
support to the arithmetic dialect. This diff simply applies some of the relevant
new features to the LLVM dialect attribute.

Reviewed By: ftynse, Mogball

Differential Revision: https://reviews.llvm.org/D124720
2022-05-17 18:19:14 +00:00
Min-Yih Hsu 0b168a49bf [mlir][LLVMIR] Use a new way to verify GEPOp indices
Previously, GEPOp relies on `findKnownStructIndices` to check if a GEP
index should be static. The truth is, `findKnownStructIndices` can only
tell you a GEP index _might_ be indexing into a struct (which should use
a static GEP index). But GEPOp::build and GEPOp::verify are falsely
taking this information as a certain answer, which creates many false
alarms like the one depicted in
`test/Target/LLVMIR/Import/dynamic-gep-index.ll`.

The solution presented here adopts a new verification scheme: When we're
recursively checking the child element types of a struct type, instead
of checking every child types, we only check the one dictated by the
(static) GEP index value. We also combine "refinement" logics --
refine/promote struct index mlir::Value into constants -- into the very
verification process since they have lots of logics in common. The
resulting code is more concise and less brittle.

We also hide GEPOp::findKnownStructIndices since most of the
aforementioned logics are already encapsulated within GEPOp::build and
GEPOp::verify, we found little reason for findKnownStructIndices (or the
new findStructIndices) to be public.

Differential Revision: https://reviews.llvm.org/D124935
2022-05-17 10:28:44 -07:00
Cullen Rhodes 6ad6b00f6a [mlir] vim: add bf16 type 2022-05-17 13:28:31 +00:00
Cullen Rhodes 9bb0f4616a [mlir][licm] Fix debug output with newlines 2022-05-17 13:28:30 +00:00
David Spickett 9e469ced42 [mlir][Tablegen-LSP] Don't link with llvm dylib
This updates 5de12bb703
to not link with the dylib since that does not include
the tablegen library.

Should fix flang dylib build failures:
https://lab.llvm.org/buildbot/#/builders/177/builds/5120
2022-05-17 11:03:01 +00:00
Alex Zinenko 1075c8ca49 [mlir] support isa/cast/dyn_cast<Operation *>(operation) again
The support for this has been added by 946311b893
but then ignored by bc22b5c9a2.

This enables one to write generic code that can be instantiated for both
specific operation classes and the common base class without
specialization. Examples include functions that take/return ops, such
as:

```mlir
template <typename FnTy>
void applyIf(FnTy &&lambda, ...) {
  for (Operation *op : ...) {
    auto specific = dyn_cast<function_traits<FnTy>::template arg_t<0>>(op);
    if (specific)
      lambda(specific);
  }
}
```

that would otherwise need to rely on template specialization to support
lambdas that take specific operations and those that take `Operation *`.

Differential Revision: https://reviews.llvm.org/D125543

Reviewed by: rriddle
2022-05-17 11:15:17 +02:00
jacquesguan 9b519f416b [mlir][LLVMIR] Add support for translating insertelement/extractelement.
Add support for translating llvm::InsertElement and llvm::ExtractElement.

Differential Revision: https://reviews.llvm.org/D125674
2022-05-17 03:18:31 +00:00
wren romano bfadd13df4 [mlir][sparse] Moved _mlir_ciface_newSparseTensor closer to its macros
This is a followup to D125431, to keep from confusing the machinery that generates diffs (since combining these two changes into one would obfuscate the changes actually made in the previous differential).

Depends On D125431

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D125432
2022-05-16 17:53:25 -07:00
River Riddle 6593886a35 [mlir][NFC] Fix the tags for various doc code blocks 2022-05-16 16:46:13 -07:00
River Riddle 1febbd67aa [mlir][PDLL] Tweak the grammar to highlight partial code better
This commit enables proper highlighting when inner statements are
outside of a constraint/pattern/etc. This shouldn't really happen in
actual code, but can happen in documentation (which uses the same
syntax grammar).
2022-05-16 16:46:13 -07:00
wren romano 1313f5d307 [mlir][sparse] Restyling macros in the runtime library
In addition to reducing code repetition, this also helps ensure that the various API functions follow the naming convention of mlir::sparse_tensor::primaryTypeFunctionSuffix (e.g., due to typos in the repetitious code).

Depends On D125428

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D125431
2022-05-16 16:43:39 -07:00
River Riddle 9f39867b10 [mlir][NFC] Fix a few langref typos 2022-05-16 16:23:01 -07:00
River Riddle 5de12bb703 [mlir][Tablegen-LSP] Add support for a basic TableGen language server
This follows the same general structure of the MLIR and PDLL language
servers. This commits adds the basic functionality for setting up the server,
and initially only supports providing diagnostics. Followon commits will
build out more comprehensive behavior.

Realistically this should eventually live in llvm/, but building in MLIR is an easier
initial step given that:
* All of the necessary LSP functionality is already here
* It allows for proving out useful language features (e.g. compilation databases)
  without affecting wider scale tablegen users
* MLIR has a vscode extension that can immediately take advantage of it

Differential Revision: https://reviews.llvm.org/D125440
2022-05-16 16:03:51 -07:00
wren romano 7694442011 [mlir][sparse] Adding "final" keyword wherever appropriate
This enables the compiler to perform devirtualization.  And benchmarks
indicate devirtualization can sometimes give considerable speedup.

Depends On D122061

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D125428
2022-05-16 15:43:37 -07:00
wren romano 8cb332406c [mlir][sparse] Enhancing sparse=>sparse conversion.
Fixes: https://github.com/llvm/llvm-project/issues/51652

Depends On D122060

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D122061
2022-05-16 15:42:19 -07:00
River Riddle e0c3b94c80 [mlir] Restrict dialect doc gen to a single dialect
In the overwhelmingly majority of cases only one dialect is generated at a time
anyways, and this restriction more easily catches user error when multiple
dialects might be generated. We hit this semi-recently with the PDL dialect,
and circt+other downstream users are also actively hitting this as well.

Differential Revision: https://reviews.llvm.org/D125651
2022-05-16 15:35:07 -07:00
Alex Zinenko 18fc395909 [mlir] allow for re-registering extension ops
Op registration mechanism does not allow for ops with the same name to be
re-registered. This is okay to avoid name conflicts and debug
double-registration, but may be problematic for dialect extensions that may get
registered several times (unlike dialects that are deduplicated in the
registry). When registering ops through the Transform dialect extension
mechanism, check first if the ops are already registered and only complain in
the case of repeated registration with the same name but different TypeID.

Differential Revision: https://reviews.llvm.org/D125554
2022-05-17 00:03:40 +02:00
Matthias Springer 0b293bf045 [mlir][bufferize] Better propagation of errors
Return immediately when an op bufferization patterns fails.

Differential Revision: https://reviews.llvm.org/D125087
2022-05-16 23:17:01 +02:00
Mogball 67f0e8eec3 [mlir][ods] Fix verification of attribute + colon type ambiguity
An attribute without a type builder followed by a colon in an assembly format is potentially ambiguous because the parser will read ahead to parse the colon-type and pass this as the type argument to the attribute's constructor.

However, the previous verifier that checks for this ambiguity erroneously produces an error in the case of

```
let assemblyFormat = "( `(` $attr `)` )? `:`";
```

This patch fixes the bug by implementing a checker that correctly handles all edge cases, including very strange assembly formats like:

```
let assemblyFormat = "( `(` $attr ) : (`>`)? attr-dict (`>` $a^) : (`<`)? `:`";
```

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D125445
2022-05-16 21:15:27 +00:00
River Riddle a6cef03f66 [mlir] Remove the `type` keyword from type alias definitions
This was carry over from LLVM IR where the alias definition can
be ambiguous, but MLIR type aliases have no such problems.
Having the `type` keyword is superfluous and doesn't add anything.
This commit drops it, which also nicely aligns with the syntax for
attribute aliases (which doesn't have a keyword).

Differential Revision: https://reviews.llvm.org/D125501
2022-05-16 13:54:02 -07:00
Mogball c8457eb532 [mlir][transforms] Add a topological sort utility and pass
This patch adds a topological sort utility and pass. A topological sort reorders
the operations in a block without SSA dominance such that, as much as possible,
users of values come after their producers.

The utility function sorts topologically the operation range in a given block
with an optional user-provided callback that can be used to virtually break cycles.
The toposort pass itself recursively sorts graph regions under the target op.

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D125063
2022-05-16 20:47:30 +00:00
Mogball 0533253d81 [mlir][ods] Ignore AttributeSelfTypeParameter in assembly formats
The attribute self type parameter is currently treated like any other attribute parameter in the assembly format. The self type parameter should be handled by the operation parser and printer and play no role in the generated parsers and printers of attributes.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D125724
2022-05-16 20:23:54 +00:00
Aart Bik 736c1b66ef [mlir][sparse] introduce complex type to sparse tensor support
This is the first implementation of complex (f64 and f32) support
in the sparse compiler, with complex add/mul as first operations.
Note that various features are still TBD, such as other ops, and
reading in complex values from file. Also, note that the
std::complex<float> had a bit of an ABI issue when passed as
single argument. It is still TBD if better solutions are possible.

Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D125596
2022-05-16 13:17:36 -07:00
Robert Suderman cb4a5eae1e [mlir][tosa] Use math.ctlz intrinsic for tosa.clz
We were custom counting per bit for the clz instruction. Math dialect
now has an intrinsic to do this in one instruction. Migrated to this
instruction and fixed a minor bug math-to-llvm for the intrinsic.

Reviewed By: mravishankar

Differential Revision: https://reviews.llvm.org/D125592
2022-05-16 11:31:35 -07:00
Jakub Kuderski ffc3a0db00 [mlir:toy][NFC] Remove unnecessary trailing return type
In this instance, the trailing return type does not improve readability
as it repeats what is returned in the same line.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D125697
2022-05-16 13:46:00 -04:00
Matthias Springer f287da8a15 [mlir][bufferize] Better user control of layout maps
This changes replaces the `fully-dynamic-layout-maps` options (which was badly named) with two new options:

* `unknown-type-conversion` controls the layout maps on buffer types for which no layout map can be inferred.
* `function-boundary-type-conversion` controls the layout maps on buffer types inside of function signatures.

Differential Revision: https://reviews.llvm.org/D125615
2022-05-16 18:06:13 +02:00
Mehdi Amini 08482fa058 Apply clang-tidy fixes for llvm-qualified-auto in LinalgInterfaces.cpp (NFC) 2022-05-16 13:58:49 +00:00
Mehdi Amini 59c3be748f Apply clang-tidy fixes for performance-move-const-arg in SerializeToHsaco.cpp (NFC) 2022-05-16 13:58:49 +00:00
Matthias Springer 12e41d9264 [mlir][bufferize] Infer memref types when possible
Instead of recomputing memref types from tensor types, try to infer them when possible. This results in more precise layout maps.

Differential Revision: https://reviews.llvm.org/D125614
2022-05-16 02:02:08 +02:00
Min-Yih Hsu 3da65c4c0b [mlir][LLVMIR] Add support for translating shufflevector
Add support for translating llvm::ShuffleVectorInst

Differential Revision: https://reviews.llvm.org/D125030
2022-05-14 15:14:40 -07:00
Min-Yih Hsu b8f52c08f8 [mlir][LLVMIR] Add support for translating insert/extractvalue
Add support for translating llvm::InsertValue and llvm::ExtractValue.

Differential Revision: https://reviews.llvm.org/D125028
2022-05-14 15:14:40 -07:00
Arnab Dutta 16219f8c94 [MLIR][GPU] Add canonicalizer for gpu.memcpy
Erase gpu.memcpy op when only uses of dest are
the memcpy op in question, its allocation and deallocation
ops.

Reviewed By: bondhugula, csigg

Differential Revision: https://reviews.llvm.org/D124257
2022-05-14 19:01:04 +05:30
Christian Sigg 0e3d1ca54a [MLIR][GPU] NFC: simplify kernel operand accessor implementations.
Reviewed By: ThomasRaoux

Differential Revision: https://reviews.llvm.org/D125112
2022-05-14 14:14:42 +02:00
Chris Lattner 5ac9d66209 [DenseElementsAttr] Teach isValidRawBuffer that 1-elt values are splats.
We want getRaw() on tensors with i1 element type with a zero or 1 value
to be treated as a splat.  This fixes:
https://github.com/llvm/llvm-project/issues/55440
2022-05-14 11:49:43 +01:00
Mogball bf8049dc48 [mlir][ods] (NFC) remove erroneous trait 2022-05-14 00:37:34 +00:00
Mogball 70b69c54fa [mlir] Rename Zero* traits to Zero*s
Rename
ZeroResult -> ZeroResults
ZeroSuccessor -> ZeroSuccessors
ZeroRegion -> ZeroRegions

to be in line with ZeroOperands and grammatically correct.
2022-05-14 00:20:28 +00:00
Chris Lattner 27478872fd [ParseResult] Fix warning in flang build, incorporate feedback from River.
The warning caused build errors on a couple flang testers that are
building with -Werror.  The diagnostic change makes the generated
error correct.

This is a followup to https://reviews.llvm.org/D125549

Differential Revision: https://reviews.llvm.org/D125587
2022-05-13 23:30:27 +01:00
Chris Lattner 1d7b5cd5bf [ParseResult] Mark this as LLVM_NODISCARD (like LogicalResult) and fix issues.
There are a lot of cases where we accidentally ignored the result of some
parsing hook.  Mark ParseResult as LLVM_NODISCARD just like ParseResult is.
This exposed some stuff to clean up, so do.

Differential Revision: https://reviews.llvm.org/D125549
2022-05-13 16:28:53 +01:00
Denys Shabalin 89d4904541 [mlir] Fix declaration of nano time function in benchmark infra
In d4555698f8, the name of nano precision timer function has changed from `nano_time` to `nanoTime`, but benchmarks were not updated to reflect that. This change addresses the discrepancy.

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D125217
2022-05-13 13:22:18 +02:00
Groverkss 7b323af52a [MLIR] Fix areIdsUnique in AffineStructures
This patch fixes a bug in areIdsUnique where it ignores the [start, end] range.

No test case is added since there are no use cases through IR from where it
can be tested, and it is hard to create a unittest since we do not currently
have Values in unittests.

Reviewed By: arjunp

Differential Revision: https://reviews.llvm.org/D124735
2022-05-13 16:15:13 +05:30
Tres Popp 1de73629aa Add cmake dependency for TensorToLinalg 2022-05-13 12:33:14 +02:00
Tres Popp 1dce51b888 [mlir] Add TensorToLinalgPass
This pass is to handle computationally complex operations like
tensor.pad which are not simply lowered to the exact same operation in
the memref dialect.

Differential Revision: https://reviews.llvm.org/D125384
2022-05-13 12:17:22 +02:00
Alex Zinenko 7deed49ab9 [mlir] use dynamic sections in MLIR Doxygen
Due to an apparent bug in the Doxygen version <1.8.16 used to generate
documentation for MLIR, parts of the navigation (specifically, the lists
of inherited methods for classes) are unusable due to dynsections.js
missing from the output generated by Doxygen. Setting this flag makes
Doxygen always produce the file.
2022-05-13 11:43:52 +02:00
Matthias Springer e9fa559097 [mlir][sparse][NFC] Use RewriterBase/OpBuilder when possible
Most functions do not need a PatternRewriter or ConversionPatternRewriter.

Differential Revision: https://reviews.llvm.org/D125466
2022-05-13 11:37:26 +02:00
Matthias Springer 8f42939a07 [mlir][bufferize][NFC] Make getContiguousMemRefType a static function
No need to expose this as public API anymore.

Differential Revision: https://reviews.llvm.org/D125361
2022-05-13 11:27:43 +02:00
wren romano 753fe330c1 [mlir][sparse] Factoring out an enumerator over elements of SparseTensorStorage
Work towards fixing: https://github.com/llvm/llvm-project/issues/51652

Depends On D122928

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D122060
2022-05-12 17:05:56 -07:00
Aart Bik 6f3c7dfb77 [mlir][sparse] add sparse sign integration test
Implements a floating-point sign operator (using the new semi-ring ops)
that accomodates +/-Inf and +/-NaN in consistent way.

Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D125494
2022-05-12 15:56:36 -07:00
River Riddle 80c28a400c [mlir] Bump mlir-vscode to 0.0.7
The syntax highlighting for mlir has gotten a significant facelift,
we also have some recent bug fixes for server launches.
2022-05-12 15:52:46 -07:00
River Riddle 86f5caeee9 [mlir] Significantly overhaul the textmate grammar
The current grammar is really crusty, only supports a handful of
cases, and is also out-of-date after various refactorings. This commit
refactors the textmate grammar to handle significantly more cases,
and now provides proper coloring for a majority of cases (including
dialect attributes, operations, types, etc.)

Differential Revision: https://reviews.llvm.org/D125458
2022-05-12 15:50:32 -07:00
River Riddle 86e1c2f097 [mlir] Fix pipeline-parsing.mlir on windows
We shouldn't be making assumptions about the result of llvm::getTypeName,
which may have different results for anonymous namespaces depending
on the platform.
2022-05-12 13:40:16 -07:00
River Riddle c2fb9c29b4 [mlir:Pass] Add support for op-agnostic pass managers
This commit refactors the current pass manager support to allow for
operation agnostic pass managers. This allows for a series of passes
to be executed on any viable pass manager root operation, instead
of one specific operation type. Op-agnostic/generic pass managers
only allow for adding op-agnostic passes.

These types of pass managers are extremely useful when constructing
pass pipelines that can apply to many different types of operations,
e.g., the default inliner simplification pipeline. With the advent of
interface/trait passes, this support can be used to define FunctionOpInterface
pass managers, or other pass managers that effectively operate on
specific interfaces/traits/etc (see  for an example).

Differential Revision: https://reviews.llvm.org/D123536
2022-05-12 13:12:59 -07:00
Ashay Rane 5380e30e04
[mlir] translate memref.reshape ops that have static shapes
This patch references code for translating memref.reinterpret_cast ops
to add translation rules for memref.reshape ops that have a static shape
argument.  Since reshape ops don't have offsets, sizes, or strides, this
patch simply sets the allocated and aligned pointers of the MemRef
descriptor.

Reviewed By: ftynse, cathyzhyi

Differential Revision: https://reviews.llvm.org/D125039
2022-05-12 11:57:20 -07:00
Benjamin Kramer 434385ba41 [DenseElementAttr] Silence warning in -DNDEBUG builds. NFC. 2022-05-12 17:59:39 +02:00
Chris Lattner 3cce374ee6 Various improvements suggested by river NFC.
Differential Revision: https://reviews.llvm.org/D125471
2022-05-12 16:18:23 +01:00
Chris Lattner f21896f2c6 [DenseElementAttr] Simplify the public API for creating these.
Instead of requiring the client to compute the "isSplat" bit,
compute it internally.  This makes the logic more consistent
and defines away a lot of "elements.size()==1" in the clients.

This addresses Issue 

Differential Revision: https://reviews.llvm.org/D125447
2022-05-12 16:18:23 +01:00
Thomas Raoux d02f10d96d [mlir][vector] Add lowering pattern for vector.warp_execute_on_lane_0 op
Add lowering of the vector.warp_execute_on_lane_0 into scf.if plus memory
transfer for the operands and yield values.

This also add an integration test running on GPU warp. The same tests can be
later re-used with different comment lines to tests distribution
transformations.

This is mostly from @springerm contribution.

Differential Revision: https://reviews.llvm.org/D125430
2022-05-12 13:27:43 +00:00
Benjamin Kramer 303638248a [mlir][linalg] Add lowering of named ops on complex numbers
This lets linalg.dot and friends lower to a complex muladd using ops
from the complex dialect.

Differential Revision: https://reviews.llvm.org/D125461
2022-05-12 13:37:34 +02:00
Benjamin Kramer 27dad99622 [mlir][LLVM] Make the nested type restriction on complex constants less aggressive
Complex nested in other types is perfectly fine, just nested structs
aren't supported. Instead of checking whether there's nesting just check
whether the struct we're dealing with is a complex number.

Differential Revision: https://reviews.llvm.org/D125381
2022-05-12 11:47:01 +02:00
Daniil Dudkin 70c463efc8 [mlir][NFC] Fix `GpuKernelOutliningPass` copy constructor warnings
1. Call copy constructor of the base class
2. Assign value of the option directly

Reviewed By: dcaballe, rriddle

Differential Revision: https://reviews.llvm.org/D125101
2022-05-12 11:41:18 +03:00
Nikita Popov f02716a806 [MLIR] Fix build without native arch
D125214 split off a MLIRExecutionEngineUtils library that is used
by MLIRGPUTransforms. However, currently the entire ExecutionEngine
directory is skipped if the LLVM_NATIVE_ARCH target is not available.

Move the check for LLVM_NATIVE_ARCH, such that MLIRExecutionEngineUtils
always gets built, and only the JIT-related libraries are omitted
without native arch.

Differential Revision: https://reviews.llvm.org/D125357
2022-05-12 09:50:51 +02:00
Matthias Springer 82ea0d8b82 [mlir][bufferize] Support alloc hoisting across function boundaries
This change integrates the BufferResultsToOutParamsPass into One-Shot Module Bufferization. This improves memory management (deallocation) when buffers are returned from a function.

Note: This currently only works with statically-sized tensors. The generated code is not very efficient yet and there are opportunities for improvment (fewer copies). By default, this new functionality is deactivated.

Differential Revision: https://reviews.llvm.org/D125376
2022-05-12 09:44:07 +02:00
Matthias Springer 2fe40c34ea [mlir][bufferize] Fix op filter
Bufferization has an optional filter to exclude certain ops from analysis+bufferization. There were a few remaining places in the codebase where the filter was not checked.

Differential Revision: https://reviews.llvm.org/D125356
2022-05-12 09:33:07 +02:00
Matthias Springer 011f1b1c1f [mlir][bufferize] Add helpers for templatized DENY filters
We already have templatized ALLOW filters but the DENY filters were missing.

Differential Revision: https://reviews.llvm.org/D125358
2022-05-12 09:18:21 +02:00
River Riddle 1155c1fe65 [mlir:Parser] Emit a better diagnostic when a custom operation is unknown
When a custom operation is unknown and does not have a dialect prefix, we currently
emit an error using the name of the operation with the default dialect prefix. This
leads to a confusing error message, especially when operations get moved between dialects.
For example, `func` was recently moved out of `builtin` and to the `func` dialect. The current
error message we get is:

```
func @foo()
^ custom op 'builtin.func' is unknown
```

This could lead users to believe that there is supposed to be a `builtin.func`,
because there used to be. This commit adds a better error message that does
not assume that the operation is supposed to be in the default dialect:

```
func @foo()
^ custom op 'func' is unknown (tried 'builtin.func' as well)
```

Differential Revision: https://reviews.llvm.org/D125351
2022-05-11 22:54:44 -07:00
Mahesh Ravishankar 8be7e6f56a [mlir][Linalg] Combine canonicalizers that deal with removing dead/redundant args.
`linalg.generic` ops have canonicalizers that either remove arguments
not used in the payload, or redundant arguments. Combine these and
enhance the canonicalization to also remove results that have no use.
This is effectively dead code elimination for Linalg ops.

Differential Revision: https://reviews.llvm.org/D123632
2022-05-12 05:22:30 +00:00
Mogball 0ffef0c23b [mlir][ods] (NFC) don't use std::function for map_range 2022-05-12 05:15:03 +00:00
Mogball 19906262c9 [mlir] (NFC) Use assembly format for test.graph_region 2022-05-12 04:19:25 +00:00
bzcheeseman bc22b5c9a2 [MLIR][Operation] Simplify Operation casting, NFC
We can simplify the code needed to implement dyn_cast/cast/isa support for MLIR operations with documented interfaces via the CastInfo structures. This will also provide an example of how to use CastInfo.

Depends on D123901

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D124963
2022-05-12 00:17:01 -04:00
grosul1 a4b227c28a [mlir] Fix loop unrolling: properly replace the arguments of the epilogue loop.
Using "replaceUsesOfWith" is incorrect because the same initializer value may appear multiple times.

For example, if the epilogue is needed when this loop is unrolled
```
%x:2 = scf.for ... iter_args(%arg1 = %c1, %arg2 = %c1) {
  ...
}
```
then both epilogue's arguments will be incorrectly renamed to use the same result index (note  in both cases):
```
%x_unrolled:2 = scf.for ... iter_args(%arg1 = %c1, %arg2 = %c1) {
  ...
}
%x_epilogue:2 = scf.for ... iter_args(%arg1 = %x_unrolled#1, %arg2 = %x_unrolled#1) {
  ...
}
```
2022-05-12 01:54:39 +00:00
Chris Lattner 86445e8c63 [AsmParser] Adopt emitWrongTokenError more, improving QoI
This is a full audit of emitError calls, I took the opportunity
to remove extranous parens and fix a couple cases where we'd
generate multiple diagnostics for the same error.

Differential Revision: https://reviews.llvm.org/D125355
2022-05-11 20:41:12 +01:00
River Riddle 5a9a438a54 [TableGen] Refactor TableGenParseFile to no longer use a callback
Now that TableGen no longer relies on global Record state, we can allow
for the client to own the RecordKeeper and SourceMgr. Given that TableGen
internally still relies on the global llvm::SrcMgr, this method unfortunately
still isn't thread-safe.

Differential Revision: https://reviews.llvm.org/D125277
2022-05-11 11:55:33 -07:00
Matthias Springer 248e113e9f [mlir][bufferize][NFC] Move helper functions to BufferizationOptions
Move helper functions for creating allocs/deallocs/memcpys to BufferizationOptions.

Differential Revision: https://reviews.llvm.org/D125375
2022-05-11 16:23:22 +02:00
Chris Lattner 34b6f206cb [AsmParser] Improve error recovery again.
Change the parsing logic to use StringRef instead of lower level
char* logic.  Also, if emitting a diagnostic on the first token
in the file, we make sure to use that position instead of the
very start of the file.

Differential Revision: https://reviews.llvm.org/D125353
2022-05-11 08:25:36 +01:00
Chia-hung Duan 96e642652b [mlir] Print some message for op-printing verification
Before dump, Insetad of switching to generic form silently after
verification failure. Print some debug logs to help identify why an op
may be printed in a different way.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D125136
2022-05-10 22:48:47 +00:00
Thomas Raoux 15bcc36eed [mlir][gpu] Move async copy ops to NVGPU and add caching hints
Move async copy operations to NVGPU as they only exist on NV target and are
designed to match ptx semantic. This allows us to also add more fine grain
caching hint attribute to the op.
Add hint to bypass L1 and hook it up to NVVM op.

Differential Revision: https://reviews.llvm.org/D125244
2022-05-10 22:30:24 +00:00
Nicolas Vasilache 1f23211cb1 [mlir][SCF] Retire `cloneWithNewYields` helper function.
This is now subsumed by `replaceLoopWithNewYields`.

Differential Revision: https://reviews.llvm.org/D125309
2022-05-10 18:44:11 +00:00
Mahesh Ravishankar 567fd523bf [mlir][SCF] Add utility method to add new yield values to a loop.
The current implementation of `cloneWithNewYields` has a few issues
- It clones the loop body of the original loop to create a new
  loop. This is very expensive.
- It performs `erase` operations which are incompatible when this
  method is called from within a pattern rewrite. All erases need to
  go through `PatternRewriter`.

To address these a new utility method `replaceLoopWithNewYields` is added
which
- moves the operations from the original loop into the new loop.
- replaces all uses of the original loop with the corresponding
  results of the new loop
- use a call back to allow caller to generate the new yield values.
- the original loop is modified to just yield the basic block
  arguments corresponding to the iter_args of the loop. This
  represents a no-op loop. The loop itself is dead (since all its uses
  are replaced), but is not removed. The caller is expected to erase
  the op. Consequently, this method can be called from within a
  `matchAndRewrite` method of a `PatternRewriter`.

The `cloneWithNewYields` could be replaces with
`replaceLoopWithNewYields`, but that seems to trigger a failure during
walks, potentially due to the operations being moved. That is left as
a TODO.

Differential Revision: https://reviews.llvm.org/D125147
2022-05-10 18:44:11 +00:00
Krzysztof Drewniak 814b605095 [mlir][AMDGPU] Add AMDGPU conversion patterns to ConvertGPUToROCDL
This ensures that attributes such as the index bitwidth propagate
correctly to the AMDGPUToROCDL patterns.

Differential Revision: https://reviews.llvm.org/D125320
2022-05-10 16:49:11 +00:00
Ashay Rane 53ff0daa7e
[mlir] Fail early if AnalysisState::getBuffer() returns failure
This patch updates calls to AnalysisState::getBuffer() so that we return
early with a failure if the call does not succeed.

Reviewed By: springerm

Differential Revision: https://reviews.llvm.org/D125251
2022-05-10 08:08:38 -07:00
Krzysztof Drewniak f1f05a91ca [MLIR][AMDGPU] Add AMDGPU dialect, wrappers around raw buffer intrinsics
By analogy with the NVGPU dialect, introduce an AMDGPU dialect for
AMD-specific intrinsic wrappers.

The dialect initially includes wrappers around the raw buffer intrinsics.

On AMD GPUs, a memref can be converted to a "buffer descriptor" that
allows more precise control of memory access, such as by allowing for
out of bounds loads/stores to be replaced by 0/ignored without adding
additional conditional logic, which is important for performance.

The repository currently contains a limited conversion from
transfer_read/transfer_write to Mubuf intrinsics, which are an older,
deprecated intrinsic for the same functionality.

The new amdgpu.raw_buffer_* ops allow these operations to be used
explicitly and for including metadata such as whether the target
chipset is an RDNA chip or not (which impacts the interpretation of
some bits in the buffer descriptor), while still maintaining an
MLIR-like interface.

(This change also exposes the floating-point atomic add intrinsic.)

Reviewed By: ThomasRaoux

Differential Revision: https://reviews.llvm.org/D122765
2022-05-10 14:59:58 +00:00
Chris Lattner ad3b358180 [MLIR Parser] Improve QoI for "expected token" errors
A typical problem with missing a token is that the missing
token is at the end of a line.  The problem with this is that
the error message gets reported on the start of the following
line (which is where the next / invalid token is) which can
be confusing.

Handle this by noticing this case and backing up to the end of
the previous line.

Differential Revision: https://reviews.llvm.org/D125295
2022-05-10 15:44:17 +01:00
Adrian Kuegel 64c8574209 [mlir] Remove unused using declaration (NFC) 2022-05-10 12:58:01 +02:00
Nikita Popov 03ab30686d [MLIR] Split off MLIRExecutionEngineUtils to fix libMLIR.so build (PR54242)
Building libMLIR.so currently fails with:

> /usr/bin/ld: /tmp/ccNzulEA.ltrans39.ltrans.o: in function `(anonymous namespace)::SerializeToHsacoPass::optimizeLlvm(llvm::Module&, llvm::TargetMachine&)':
> /builddir/build/BUILD/llvm-project-15.0.0.src/mlir/lib/Dialect/GPU/Transforms/SerializeToHsaco.cpp:328: undefined reference to `mlir::makeOptimizingTransformer(unsigned int, unsigned int, llvm::TargetMachine*)'

This is because MLIRGPUTransforms depends on MLIRExecutionEngine in
61bb2e4ea8/mlir/lib/Dialect/GPU/Transforms/SerializeToHsaco.cpp (L328),
but MLIRExecutionEngine is marked as excluded from libMLIR.so.

However, this code doesn't require the full execution engine: It
only performs middle-end optimization, and does not need any of
the JIT/codegen infrastructure. As such, split off a separate
library MLIRExecutionEngineUtils, which only contains that part
and is not excluded from libMLIR.so.

Fixes https://github.com/llvm/llvm-project/issues/54242.

Differential Revision: https://reviews.llvm.org/D125214
2022-05-10 10:17:52 +02:00
Stella Stamenova 784a5bccfd [mlir] Fix python bindings build on Windows in Debug
Currently, building mlir with the python bindings enabled on Windows in Debug is broken because pybind11, python and cmake don't like to play together. This change normalizes how the three interact, so that the builds can now run and succeed.

The main issue is that python and cmake both make assumptions about which libraries are needed in a Windows build based on the flavor.
- cmake assumes that a debug (or a debug-like) flavor of the build will always require pythonX_d.lib and provides no option/hint to tell it to use a different library. cmake does find both the debug and release versions, but then uses the debug library.
- python (specifically pyconfig.h and by extension python.h) hardcodes the dependency on pythonX_d.lib or pythonX.lib depending on whether `_DEBUG` is defined. This is NOT transparent - it does not show up anywhere in the build logs until the link step fails with `pythonX_d.lib is missing` (or `pythonX.lib is missing`)
- pybind11 tries to "fix" this by implementing a workaround - unless Py_DEBUG is defined, `_DEBUG` is explicitly undefined right before including python headers. This also requires some windows headers to be included differently, so while clever, this is a non-trivial workaround.

mlir itself includes the pybind11 headers (which contain the workaround) AS WELL AS python.h, essentially always requiring both pythonX.lib and pythonX_d.lib for linking. cmake explicitly only adds one or the other, so the build fails.

This change does a couple of things:
- In the cmake files, explicitly add the release version of the python library on Windows builds regardless of flavor. Since Py_DEBUG is not defined, pybind11 will always require release and it will be satisfied
- To satisfy python as well, this change removes any explicit inclusions of Python.h on Windows instead relying on the fact that pybind11 headers will bring in what is needed

There are a few additional things that we could do but I rejected as unnecessary at this time:
- define Py_DEBUG based on the CMAKE_BUILD_TYPE - this will *mostly* work, we'd have to think through multiconfig generators like VS, but it's possible. There doesn't seem to be a need to link against debug python at the moment, so I chose not to overcomplicate the build and always default to release
- similar to above, but define Py_DEBUG based on the CMAKE_BUILD_TYPE *as well as* the presence of the debug python library (`Python3_LIBRARY_DEBUG`). Similar to above, this seems unnecessary right now. I think it's slightly better than above because most people don't actually have the debug version of python installed, so this would prevent breaks in that case.
- similar to the two above, but add a cmake variable to control the logic
- implement the pybind11 workaround directly in mlir (specifically in Interop.h) so that Python.h can still be included directly. This seems prone to error and a pain to maintain in lock step with pybind11
- reorganize how the pybind11 headers are included and place at least one of them in Interop.h directly, so that the header has all of its dependencies included as was the original intention. I decided against this because it really doesn't need pybind11 logic and it's always included after pybind11 is, so we don't necessarily need the python includes

Reviewed By: stellaraccident

Differential Revision: https://reviews.llvm.org/D125284
2022-05-09 19:46:47 -07:00
Mathieu Fehr 67d0bc27c0 [mlir][doc] Move documentation of extensible dialects
Merge the documentation of the definition of extensible dialects
with the definition of dialects.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D125200
2022-05-09 16:01:12 -07:00
River Riddle 867cd5007d [mlir-LSP] Ensure existing documents are process synchronously
This prevents races where we accidentally launched multiple servers.
2022-05-09 15:23:23 -07:00
Thomas Raoux 09fc685ce6 [mlir][nvvm] Add attribute to nvvm.cpAsyncOp to control l1 bypass
Add attribute to be able to generate the intrinsic version of async copy
generating a copy with l1 bypass. This correspond to
cp.async.cg.shared.global in ptx.

Differential Revision: https://reviews.llvm.org/D125241
2022-05-09 19:34:48 +00:00
Stella Stamenova 057863a9bc [mlir] Fix build & test of mlir python bindings on Windows
There are a couple of issues with the python bindings on Windows:
- `create_symlink` requires special permissions on Windows - using `copy_if_different` instead allows the build to complete and then be usable
- the path to the `python_executable` is likely to contain spaces if python is installed in Program Files. llvm's python substitution adds extra quotes in order to account for this case, but mlir's own python substitution does not
- the location of the shared libraries is different on windows
- if the type is not specified for numpy arrays, they appear to be treated as strings

I've implemented the smallest possible changes for each of these in the patch, but I would actually prefer a slightly more comprehensive fix for the python_executable and the shared libraries.

For the python substitution, I think it makes sense to leverage the existing %python instead of adding %PYTHON and instead add a new variable for the case when preloading is needed. This would also make it clearer which tests are which and should be skipped on platforms where the preloading won't work.

For the shared libraries, I think it would make sense to pass the correct path and extension (possibly even the names) to the python script since these are known by lit and don't have to be hardcoded in the test at all.

Reviewed By: stellaraccident

Differential Revision: https://reviews.llvm.org/D125122
2022-05-09 11:10:20 -07:00
Jakub Tucholski 167bbfcb9d [mlir] Refactoring dialect and test code to use parseCommaSeparatedList
Issue 

Reviewed By: lattner, rriddle

Differential Revision: https://reviews.llvm.org/D124791
2022-05-09 12:36:54 -04:00
Jerry Wu ad7c49bef7 [mlir][linalg] Fix padding size calculation for Conv2d ops.
This patch fixed the padding size calculation for Conv2d ops when the stride > 1. It contains the changes below:

- Use addBound to add constraint for AffineApplyOp in getUpperBoundForIndex. So the result value can be mapped and retrieved later.

- Fixed the bound from AffineMinOp by adding as a closed bound. Originally the bound was added as an open upper bound, which results in the incorrect bounds when we multiply the values. For example:

```
%0 = affine.min affine_map<()[s0] -> (4, -s0 + 11)>()[iv0]
%1 = affine.apply affine_map<()[s0] -> (s0 * 2)>()[%0]

If we add the affine.min as an open bound, addBound will internally transform it into the close bound "%0 <= 3". The following sliceBounds will derive the bound of %1 as "%1 <= 6" and return the open bound "%1 < 7", while the correct bound should be "%1 <= 8".
```

- In addition to addBound, I also changed sliceBounds to support returning closed upper bound, since for the size computation, we usually care about the closed bounds.

- Change the getUpperBoundForIndex to favor constant bounds when required. The sliceBounds will return a tighter but non-constant bounds, which can't be used for padding. The constantRequired option requires getUpperBoundForIndex to get the constant bounds when possible.

Reviewed By: hanchung

Differential Revision: https://reviews.llvm.org/D124821
2022-05-09 08:45:37 -07:00
Ashay Rane e287d647c6 [mlir] Add translation from tensor.reshape to memref.reshape
This patch augments the `tensor-bufferize` pass by adding a conversion
rule to translate ReshapeOp from the `tensor` dialect to the `memref`
dialect, in addition to adding a unit test to validate the translation.

Reviewed By: springerm

Differential Revision: https://reviews.llvm.org/D125031
2022-05-09 17:45:07 +02:00
Benjamin Kramer a48adc5658 [mlir][math] Promote (b)f16 to f32 when lowering to libm calls
libm doesn't have overloads for the small types, so promote them to a
bigger type and use the f32 function.

Differential Revision: https://reviews.llvm.org/D125093
2022-05-09 11:59:55 +02:00
Christopher Bate 9879807393 [mlir][NvGpu] Fix nvgpu.mma.sync lowering to NVVM for f32, tf32 types
Adds missing logic in the lowering from NvGPU to NVVM to support fp32
(in an accumulator operand) and tf32 (in multiplicand operand) types.
Fixes logic in one of the helper functions for converting the result
of a mma.sync operation with multiple 8x256bit output tiles, which is
the case for f32 outputs.

Differential Revision: https://reviews.llvm.org/D124533
2022-05-08 21:49:42 -06:00
Sam McCall e571e1a6c3 Reland "[FuzzMutate] Split out FuzzerCLI library that doesn't depend on IR."
This reverts commit a1bb952e83.

I'd somehow missed updating llvm-yaml-parser-fuzzer, now fixed.
2022-05-07 13:49:54 +02:00
Aaron Ballman a1bb952e83 Revert "[FuzzMutate] Split out FuzzerCLI library that doesn't depend on IR."
This reverts commit 1c5e85b3da.

It broke a lot of bots with a link error:
https://lab.llvm.org/buildbot/#/builders/171/builds/14222
https://lab.llvm.org/buildbot/#/builders/188/builds/13748
https://lab.llvm.org/buildbot/#/builders/109/builds/38127
2022-05-07 07:29:57 -04:00
Sam McCall 1c5e85b3da [FuzzMutate] Split out FuzzerCLI library that doesn't depend on IR.
All llvm-project fuzzers use this library to parse command-line arguments.
Many of them don't deal with LLVM IR or modules in any way. Bundling those
functions in one library forces build dependencies that don't need to be there.

Among other things, this means check-clang-pseudo no longer depends on most of
LLVM.

Differential Revision: https://reviews.llvm.org/D125081
2022-05-07 12:11:51 +02:00
Mehdi Amini 25cd6fba98 Fix MLIR integration test after a8308020 (`func.` prefix is required bythe parser now) 2022-05-07 09:09:24 +00:00
River Riddle a8308020ac [mlir] Remove special case parsing/printing of `func` operations
This was leftover from when the standard dialect was destroyed, and
when FuncOp moved to the func dialect. Now that these transitions
have settled a bit we can drop these.

Most updates were handled using a simple regex: replace `^( *)func` with `$1func.func`

Differential Revision: https://reviews.llvm.org/D124146
2022-05-06 13:36:15 -07:00
Mehdi Amini 6a9c1029f8 Fix build with shared libs: add missing CMake dep to MLIR sparse pipeline 2022-05-06 20:20:03 +00:00
Mehdi Amini b37d158f71 Apply clang-tidy fixes for bugprone-copy-constructor-init in TestPassManager.cpp (NFC) 2022-05-06 20:19:19 +00:00
Mehdi Amini 298d2fa1c5 Apply clang-tidy fixes for readability-identifier-naming in SparseTensorUtils.cpp (NFC) 2022-05-06 20:19:19 +00:00
Mehdi Amini 90c2af57af Apply clang-tidy fixes for llvm-include-order in Merger.cpp (NFC) 2022-05-06 20:19:19 +00:00
Mehdi Amini 072e0aabbc Enable the use of ThreadPoolTaskGroup in MLIR threading helper to enable nested parallelism
The LLVM ThreadPool recently got the addition of the concept of
ThreadPoolTaskGroup: this is a way to "partition" the threadpool
into a group of tasks and enable nested parallelism through this
grouping at every level of nesting.
We make use of this feature in MLIR threading abstraction to fix a long
lasting TODO and enable nested parallelism.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D124902
2022-05-06 19:40:22 +00:00
Mehdi Amini c5ea8d509c Apply clang-tidy fixes for llvm-else-after-return in Merger.cpp (NFC) 2022-05-06 19:38:03 +00:00
Mehdi Amini 061f253e13 Apply clang-tidy fixes for llvm-prefer-isa-or-dyn-cast-in-conditionals in OpenMPDialect.cpp (NFC) 2022-05-06 19:38:02 +00:00
Aart Bik 5b122a7310 [mlir][sparse] integration test for zero preserving math op
Also fixes omission in lowering math ops that require lib support

Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D125104
2022-05-06 10:42:33 -07:00
Nikita Popov 686bd6dd2b [MLIR] Fix build with make
https://reviews.llvm.org/D124075 causes MLIR to no longer build
when using make rather than ninja, due to a tablegen-generated
header being used before it is created.

It seems that this is related to the use of LLVM_ENABLE_OBJLIB when
using add_tablgen with a non-Ninja/Xcode generator. In that case an
intermediate objlib target is generated.

This patch fixes the issue by a) declaring dependencies in
add_tablegen for mlir-pdll and b) making sure those dependencies
are added to the objlib target.

Differential Revision: https://reviews.llvm.org/D125010
2022-05-06 14:52:35 +02:00
Matthias Springer 9785eb1b98 [mlir][bufferize] Disallow adding new bufferizable ops during bufferization
Ops that are created during the bufferization were not analyzed (when run with One-Shot Bufferize), and users should instead create memref ops directly.

Futhermore, this fixes an issue where an op was erased (and put on the `erasedOps` list), but subsequently a new tensor op was created at the same memory location. This op was then not bufferized. Disallowing the creation of new tensor ops simplifies the bufferization and fixes such issues.

Differential Revision: https://reviews.llvm.org/D125017
2022-05-06 18:41:49 +09:00
Matthias Springer 988748c077 [mlir][bufferize] Do not copy buffers with undefined contents
Buffers with undefined contents (e.g., the result of an init_tensor) are no longer copied.

Differential Revision: https://reviews.llvm.org/D125015
2022-05-06 17:31:01 +09:00
Matthias Springer a5d09c6372 [mlir][scf] Implement BufferizableOpInterface for scf::WhileOp
This follows the same implementation strategy as scf::ForOp and common functionality is extracted into helper functions.

This implementation works well in cases where each yielded value (from either body/condition region) is equivalent to the corresponding bbArg of the parent block. In that case, each OpResult of the loop may be aliasing with the corresponding OpOperand of the loop (and with no other OpOperand).

In the absence of said equivalence relationship, new buffer copies must be inserted, so that the aliasing OpOperand/OpResult contract of scf::WhileOp is honored. In essence, by yielding a newly allocated buffer, we can enforce the specified may-alias relationship. (Newly allocated buffers cannot alias with any OpOperands of the loop.)

Differential Revision: https://reviews.llvm.org/D124929
2022-05-06 17:24:33 +09:00
Mehdi Amini be310632d0 Apply clang-tidy fixes for llvm-else-after-return in OpenMPDialect.cpp (NFC) 2022-05-06 05:40:02 +00:00
Mehdi Amini 6e32535078 Apply clang-tidy fixes for bugprone-argument-comment in AffineOps.cpp (NFC) 2022-05-06 05:40:02 +00:00
Chengji Yao e5a4cf6743 [mlir] Fix printer when it is a DenseElementsAttr of i1
A large DenseElementsAttr of i1could trigger a bug in printer/parser roundtrip.

Ex. A DenseElementsAttr of i1 with 200 elements will print as Hex format of length 400 before the fix. However, when parsing the printed text, an error will be triggered. After fix, the printed length will be 50.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D122925
2022-05-05 16:56:43 -07:00
Aart Bik 952fa3018e [mlir][sparse] add more zero-preserving unary ops to sparse compiler
Although we now have semi-rings to deal with arbitrary ops,
it is still good to convey zero-preserving semantics of
ops to the sparse compiler.

Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D125043
2022-05-05 15:35:19 -07:00
River Riddle 6609c1cc59 [mlir] Add a better error message when failing to parse an attribute
The fallback attribute parse path is parsing a Type attribute, but this results
in a really unintuitive error message: `expected non-function type`, which
doesn't really hint at tall that we were trying to parse an attribute. This
commit fixes this by trying to optionally parse a type, and on failure
emitting an error that we were expecting an attribute.

Differential Revision: https://reviews.llvm.org/D124870
2022-05-05 15:06:11 -07:00
River Riddle 8bb5b657fe [mlir:ExecutionEngine] Update use of getAddress now that lookup returns ExecutorAddr
This was changed in 16dcbb53dc
2022-05-05 14:24:32 -07:00
Stella Stamenova d4555698f8 [mlir] Fix the names of exported functions
The names of the functions that are supposed to be exported do not match the implementations. This is due in part to cac7aabbd8.

This change makes the implementations and declarations match and adds a couple missing declarations.

The new names follow the pattern of the existing `verify` functions where the prefix is maintained as `_mlir_ciface_` but the suffix follows the new naming convention.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D124891
2022-05-05 13:46:15 -07:00
Christopher Bate 22c6e7b277 [mlir][nvvm] Fix support for tf32 data type in mma.sync
The NVVM dialect test coverage for all possible type/shape combinations
in the `nvvm.mma.sync` op is mostly complete. However, there were tests
missing for TF32 datatype support. This change adds tests for the one
relevant shape/type combination. This uncovered a small bug in the op
verifier, which this change also fixes.

Differential Revision: https://reviews.llvm.org/D124975
2022-05-05 11:02:03 -06:00
Matthias Springer e300682597 [mlir][scf][bufferize] Update verifyAnalysis error message
The previous error message was technically incorrect. We do not compare equivalence of YieldOp operands and ForOp operands.

Differential Revision: https://reviews.llvm.org/D124934
2022-05-05 16:56:50 +09:00
Matthias Springer 417e1c7d52 [mlir][scf][bufferize][NFC] Split ForOp bufferization into smaller functions
This is in preparation of WhileOp bufferization, which reuses these functions.

Differential Revision: https://reviews.llvm.org/D124933
2022-05-05 16:55:44 +09:00
Matthias Springer f178c386f5 [mlir][scf][bufferize][NFC] Simplify verifyAnalysis implementation
Differential Revision: https://reviews.llvm.org/D124928
2022-05-05 16:51:10 +09:00
Min-Yih Hsu 794c4218a6 [mlir][LLVMIR] Do not update instMap via assignments to entry references
Inside processInstruction, we assign the translated mlir::Value to a
reference previously taken from the corresponding entry in instMap.
However, instMap (a DenseMap) might resize after the entry reference was
taken, rendering the assignment useless since it's assigning to a
dangling reference. Here is a (pseudo) snippet that shows the concept:
```
// inst has type llvm::Instruction *
Value &v = instMap[inst];
...
// op is one of the operands of inst, has type llvm::Value *
processValue(op);
// instMap resizes inside processValue
...
translatedValue = b.createOp<Foo>(...);
// v is already a dangling reference at this point!
// The following assignment is bogus.
v = translatedValue;
```

Nevertheless, after we stop caching llvm::Constant into instMap, there
is only one case that can cause processValue to resize instMap: If the
operand is a llvm::ConstantExpr. In which case we will insert the
derived llvm::Instruction into instMap.
To trigger instMap to resize, which is a DenseMap, the threshold depends
on the ratio between # of map entries and # of (hash) buckets. More specifically,
it resizes if (# of map entries / # of buckets) >= 0.75.
In this case # of map entries is equal to # of LLVM instructions, and # of
buckets is the power-of-two upperbound of # of map entries. Thus, eventually
in the attaching test case (test/Target/LLVMIR/Import/incorrect-instmap-assignment.ll),
we picked 96 and 128 for the # of map entries and # of buckets, respectively.
(We can't pick numbers that are too small since DenseMap used inlined
storage for small number of entries). Therefore, the ConstantExpr in the
said test case (i.e. a GEP) is the 96-th llvm::Value cached into the
instMap, triggering the issue we're discussing here on its enclosing
instruction (i.e. a load).

This patch fixes this issue by calling `operator[]` everytime we need to
update an entry.

Differential Revision: https://reviews.llvm.org/D124627
2022-05-04 13:16:51 -07:00
Bixia Zheng 1cd13e6e98 [mlir][sparse][taco] Support more data types.
Support int8, int16, int32 and int32. Also fix source code format in mlir_pytaco_utils.py.

Add tests.

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D124925
2022-05-04 10:05:20 -07:00
Alexander Belyaev e8f7d019fc [mlir] Add a flag to allow equivalent results.
Differential Revision: https://reviews.llvm.org/D124931
2022-05-04 17:48:18 +02:00
Matthias Springer b34ea97f55 [mlir][linalg][bufferize][NFC] Remove remaining Comprehensive Bufferize code
This commit removes the Linalg Comprehensive Bufferize pass.

Differential Revision: https://reviews.llvm.org/D124854
2022-05-04 17:19:44 +09:00
Matthias Springer 5f60c4825b [mlir][linalg][bufferize][NFC] Make init_tensor elimination a separate pre-processing pass
This commit decouples init_tensor elimination from the rest of the bufferization.

Differential Revision: https://reviews.llvm.org/D124853
2022-05-04 17:17:27 +09:00
Matthias Springer 37a1473524 [mlir][bufferize] Allow in-place bufferization for writes to init_tensors in loops
This commit relaxes the rules around ops that define a value but do not specify the tensor's contents. (The only such op at the moment is init_tensor.)

When such a tensor is written in a loop, it should not cause out-of-place bufferization.

Differential Revision: https://reviews.llvm.org/D124849
2022-05-04 16:43:43 +09:00
Marius Brehler 63aaf9a6e7 [mlir] Add missing CMake deps to mlir-pdll
Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D124851
2022-05-04 06:17:13 +00:00
Aart Bik 2617f2f708 [mlir][sparse] fix build issue with unused local under opt builds
Reviewed By: rdzhabarov

Differential Revision: https://reviews.llvm.org/D124883
2022-05-03 14:55:32 -07:00
Aart Bik 1abcdc677c [mlir][sparse] add missing types to from/to-MLIR conversion routines
This will enable our usual set of element types in external
environments, such as PyTACO support.

Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D124875
2022-05-03 14:36:37 -07:00
Stella Stamenova 5f14aee3bb [mlir] Fix Visual Studio warnings
There are only a couple of warnings when compiling with VS on Windows. This fixes the last remaining warnings so that we can enable LLVM_ENABLE_WERROR on the mlir windows bot.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D124862
2022-05-03 14:12:15 -07:00
Jim Kitchen 2c33266084 [mlir][sparse] Add lowering for unary and binary ops
Adding lowering for Unary and Binary required several changes due to
their unique nature of containing custom code for different "regions"
of the sparse structure being operated on. Along with a Kind, a pointer
to the Operation is passed along to be merged once the lattice
structure is figured out.

The original operation is maintained, as it is required for subsequent
lattice decisions. However, sparse_tensor.binary has some branches
are considered as fully handled and therefore are marked with as
kBinaryBranch to distinguish them.

A unique aspect of the custom code is that sometimes the desired result
is no result at all -- i.e. a user wants overlapping sparse entries to
become empty in the output. The solution to this is to return an
uninitialized Value(), which is checked and handled elsewhere in the
code and results in nothing being written to the output tensor for that
case.

Reviewed By: aartbik

Differential Revision: https://reviews.llvm.org/D123057
2022-05-03 15:50:26 -05:00
Goran Flegar 672b908bca [mlir] Add sin & cos ops to complex dialect
Also adds conversions for those ops to math + arith.

Differential Revision: https://reviews.llvm.org/D124773
2022-05-03 19:36:12 +02:00
Min-Yih Hsu 857eb4a152 [mlir][LLVMIR] Add support for translating Switch instruction
Add support for translating llvm::SwitchInst.

Differential Revision: https://reviews.llvm.org/D124628
2022-05-03 09:41:40 -07:00
Hanhan Wang 919e459f1b [Linalg] Remove Optional from getStaticLoopRanges interface method.
It is very wrong if the ranges can't be infered. It's also checked in
verifyStructuredOpInterface, so we don't need the Optional return type.

Reviewed By: springerm

Differential Revision: https://reviews.llvm.org/D124596
2022-05-03 05:12:54 -07:00
Alex Zinenko 6c57b0debe [mlir] improve and test TransformState::Extension
Add the mechanism for TransformState extensions to update the mapping between
Transform IR values and Payload IR operations held by the state. The mechanism
is intentionally restrictive, similarly to how results of the transform op are
handled.

Introduce test ops that exercise a simple extension that maintains information
across the application of multiple transform ops.

Reviewed By: nicolasvasilache

Differential Revision: https://reviews.llvm.org/D124778
2022-05-03 11:33:00 +02:00
Benjamin Kramer dccb73318a [mlir][MemRef] Return `0` for the canonical strided layout expr of a 0d memref
There can't be any strides, and the offset for the canonical expr is
always 0. Fixes .

Differential Revision: https://reviews.llvm.org/D124795
2022-05-03 10:58:44 +02:00
Vitaly Buka 8611909572 [mlir] Create lbOperands before op.setLowerBound
To fix msan report like https://reviews.llvm.org/P8284

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D124575
2022-05-02 22:23:51 -07:00
Min-Yih Hsu e927a336a5 [mlir][LLVMIR] Add support for translating FCmp & FP constants
This patch add supports for translating FCmp and more kinds of FP
constants in addition to 32 & 64-bit ones. However, we can't express
ppc_fp128 constants right now because the semantics for its underlying
APFloat is `S_PPCDoubleDouble` but mlir::FloatType doesn't support such
semantics right now.

Differential Revision: https://reviews.llvm.org/D124630
2022-05-02 16:22:35 -07:00
Raghu Maddhipatla c685f82126 [mlir][OpenMP] Add omp.cancel and omp.cancellationpoint.
Reviewed By: kiranchandramohan, peixin, shraiysh

Differential Revision: https://reviews.llvm.org/D123828
2022-05-02 12:23:38 -05:00
Eugene Zhulenev 38d0df5577 [mlir] CRunnerUtils: qualify UnrankedMemRefType to avoid collisions with mlir::UnrankedMemRefType
When CRunnerUtils included together with MLIR IR headers, it can lead to compilation errors.

Reviewed By: mehdi_amini

Differential Revision: https://reviews.llvm.org/D124744
2022-05-02 10:19:02 -07:00
Shraiysh Vaishay a60fda59dc [mlir][OpenMP] Restrict types for omp.parallel args
This patch restricts the value of `if` clause expression to an I1 value.
It also restricts the value of `num_threads` clause expression to an I32
value.

Reviewed By: kiranchandramohan

Differential Revision: https://reviews.llvm.org/D124142
2022-05-02 14:17:34 +05:30
Alex Zinenko 946311b893 [mlir] support isa/cast/dyn_cast<Operation *>(operation)
This enables one to write generic code that can be instantiated for both
specific operation classes and the common base class without
specialization. Examples include functions that take/return ops, such
as:

```mlir
template <typename FnTy>
void applyIf(FnTy &&lambda, ...) {
  for (Operation *op : ...) {
    auto specific = dyn_cast<function_traits<FnTy>::template arg_t<0>>(op);
    if (specific)
      lambda(specific);
  }
}
```

that would otherwise need to rely on template specialization to support
lambdas that take specific operations and those that take `Operation *`.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D124675
2022-05-02 10:07:09 +02:00
River Riddle 3c75228991 [mlir:PDLInterp] Refactor the implementation of result type inferrence
The current implementation uses a discrete "pdl_interp.inferred_types"
operation, which acts as a "fake" handle to a type range. This op is
used as a signal to pdl_interp.create_operation that types should be
inferred. This is terribly awkward and clunky though:

* This op doesn't have a byte code representation, and its conversion
  to bytecode kind of assumes that it is only used in a certain way. The
  current lowering is also broken and seemingly untested.

* Given that this is a different operation, it gives off the assumption
  that it can be used multiple times, or that after the first use
  the value contains the inferred types. This isn't the case though,
  the resultant type range can never actually be used as a type range.

This commit refactors the representation by removing the discrete
InferredTypesOp, and instead adds a UnitAttr to
pdl_interp.CreateOperation that signals when the created operations
should infer their types. This leads to a much much cleaner abstraction,
a more optimal bytecode lowering, and also allows for better error
handling and diagnostics when a created operation doesn't actually
support type inferrence.

Differential Revision: https://reviews.llvm.org/D124587
2022-05-01 12:25:05 -07:00
Arjun P ebbfe0136e [MLIR][Presburger] subtraction: add support for divs defined by equalties
Reviewed By: Groverkss

Differential Revision: https://reviews.llvm.org/D124668
2022-04-30 14:45:13 +01:00
Chris Lattner d85eb4e2d6 [AsmParser] Introduce a new "Argument" abstraction + supporting logic
MLIR has a common pattern for "arguments" that uses syntax
like `%x : i32 {attrs} loc("sourceloc")` which is implemented
in adhoc ways throughout the codebase.  The approach this uses
is verbose (because it is implemented with parallel arrays) and
inconsistent (e.g. lots of things drop source location info).

Solve this by introducing OpAsmParser::Argument and make addRegion
(which sets up BlockArguments for the region) take it.  Convert the
world to propagating this down.  This means that we correctly
capture and propagate source location information in a lot more
cases (e.g. see the affine.for testcase example), and it also
simplifies much code.

Differential Revision: https://reviews.llvm.org/D124649
2022-04-29 12:19:34 -07:00
Vitaly Buka f735b3a2b0 [mlir] Prevent argStorage relocations
This fixes msan reports like https://reviews.llvm.org/P8285

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D124576
2022-04-29 11:09:32 -07:00
Matthias Springer 3c2a74a3ae [mlir][linalg][transform] Add TileOp to transform dialect
This commit adds a tiling op to the transform dialect as an external op.

Differential Revision: https://reviews.llvm.org/D124661
2022-04-29 21:35:31 +09:00
River Riddle 651d9f70ed [mlir:PDLL] Fix the import of native constraints from ODS
We weren't properly returning the result of the constraint,
which leads to errors when actually trying to use the generated
C++.

Differential Revision: https://reviews.llvm.org/D124586
2022-04-28 12:58:00 -07:00
River Riddle ebb1e900d3 [mlir:PDLL] Fix error handling of eof within a string literal
We currently aren't handling this properly, and in the case
of a string block just crash. This commit adds proper error handling
and detection for eof.

Differential Revision: https://reviews.llvm.org/D124585
2022-04-28 12:58:00 -07:00
River Riddle 32bf1f1d57 [mlir:LSP] Improve conversion between SourceMgr and LSP locations
SourceMgr generally uses 1-based locations, whereas the LSP is zero based.
This commit corrects this conversion and also enhances the conversion from SMLoc
to SMRange to support string tokens.

Differential Revision: https://reviews.llvm.org/D124584
2022-04-28 12:58:00 -07:00
River Riddle 9613a850b6 [mlir:PDL] Rework errors for pdl.operations with non-inferrable results
We currently emit an error during verification if a pdl.operation with non-inferrable
results is used within a rewrite. This allows for catching some errors during compile
time, but is slightly broken. For one, the verification at the PDL level assumes that
all dialects have been loaded, which is true at run time, but may not be true when
the PDL is generated (such as via PDLL). This commit fixes this by not emitting the
error if the operation isn't registered, i.e. it uses the `mightHave` variant of trait/interface
methods.

Secondly, we currently don't verify when a pdl.operation has no explicit results, but the
operation being created is known to expect at least one. This commit adds a heuristic
error to detect these cases when possible and fail. We can't always capture when the user
made an error, but we can capture the most common case where the user expected an
operation to infer its result types (when it actually isn't possible).

Differential Revision: https://reviews.llvm.org/D124583
2022-04-28 12:58:00 -07:00
River Riddle d4381b3f93 [mlir:PDL] Fix a syntax ambiguity in pdl.attribute
pdl.attribute currently has a syntax ambiguity that leads to the incorrect parsing
of pdl.attribute operations with locations that don't also have a constant value. For example:

```
pdl.attribute loc("foo")
```

The above IR is treated as being a pdl.attribute with a constant value containing the location,
`loc("foo")`, which is incorrect. This commit changes the syntax to use `= <constant-value>` to
clearly distinguish when the constant value is present, as opposed to just trying to parse an attribute.

Differential Revision: https://reviews.llvm.org/D124582
2022-04-28 12:57:59 -07:00
River Riddle 92a836da07 [mlir] Attach InferTypeOpInterface on SameOperandsAndResultType operations when possible
This allows for inferring the result types of operations in certain situations by using the type of
an operand. This commit allowed for automatically supporting type inference for many more
operations with no additional effort, e.g. nearly all Arithmetic operations now support
result type inferrence with no additional changes.

Differential Revision: https://reviews.llvm.org/D124581
2022-04-28 12:57:59 -07:00
River Riddle 1bd1edaf40 [mlir:ODS] Support using attributes in AllTypesMatch to automatically add InferTypeOpInterface
This allows for using attribute types in result type inference for use with
InferTypeOpInterface. This was a TODO before, but it isn't much
additional work to properly support this. After this commit,
arith::ConstantOp can now have its InferTypeOpInterface implementation automatically
generated.

Differential Revision: https://reviews.llvm.org/D124580
2022-04-28 12:57:59 -07:00
Chris Lattner 99499c3ea7 [OpAsmParser] Simplify logic for requiredOperandCount in parseOperandList.
I would ideally like to eliminate 'requiredOperandCount' as a bit of
verification that should be in the client side, but it is much more
widely used than I expected.  Just tidy some pieces up around it given
we can't drop it immediately.

NFC.

Differential Revision: https://reviews.llvm.org/D124629
2022-04-28 12:05:10 -07:00
Jacques Pienaar 9a4472c56c [mlir] Add basic tree-sitter grammar file
tree-sitter grammar file that tries to closely matches LangRef (it could use
some tweaking and cleanup, but kept fairly basic). Also updated LangRef in
places where found some issues while doing the nearly direct transcription.

This only adds a grammar file, not all the other parts (npm etc) that
accompanies it. Those I'll propose for separate repo like we do for vscode
extension.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D124352
2022-04-28 11:42:46 -07:00
Chris Lattner 5dedf911de [AsmParser] Rework logic around "region argument parsing"
The asm parser had a notional distinction between parsing an
operand (like "%foo" or "%4#3") and parsing a region argument
(which isn't supposed to allow a result number like ).

Unfortunately the implementation has two problems:

1) It didn't actually check for the result number and reject
   it.  parseRegionArgument and parseOperand were identical.
2) It had a lot of machinery built up around it that paralleled
   operand parsing.  This also was functionally identical, but
   also had some subtle differences (e.g. the parseOptional
   stuff had a different result type).

I thought about just removing all of this, but decided that the
missing error checking was important, so I reimplemented it with
a `allowResultNumber` flag on parseOperand.  This keeps the
codepaths unified and adds the missing error checks.

Differential Revision: https://reviews.llvm.org/D124470
2022-04-28 11:12:44 -07:00
Vitaly Buka 6e1ac68a0c [mlir] Don't iterate mutable user list
executeOp.operandsMutable().append(asyncTokens) in
addAsyncDependencyAfter can resize and invalidate iterators.

Fixes reports like https://reviews.llvm.org/P8286

Reviewed By: herhut

Differential Revision: https://reviews.llvm.org/D124577
2022-04-28 08:59:55 -07:00
Vitaly Buka 9f235a88f1 [mlir][msan] Don't access destroyed node 2022-04-28 08:58:27 -07:00
Marius Brehler 84fe39a45b [mlir][emitc] Add a cast op
This adds a cast operation that allows to perform an explicit type
conversion. The cast op is emitted as a C-style cast. It can be applied
to integer, float, index and EmitC types.

Reviewed By: jpienaar

Differential Revision: https://reviews.llvm.org/D123514
2022-04-28 15:50:59 +00:00
Vitaly Buka 0d70bc990b [mlir][msan][test] Disable jit tests
I am going to enable MLIR test on msan bot
https://lab.llvm.org/buildbot/#/builders/sanitizer-x86_64-linux-bootstrap-msan

Reviewed By: ftynse

Differential Revision: https://reviews.llvm.org/D124574
2022-04-28 08:50:13 -07:00
Marius Brehler 50d648b40e [mlir][emitc] Replace !emitc.opaque pointers
Replaces using !emitc.opaque pointers which using !emitc.ptr types.
2022-04-28 15:20:39 +00:00
Marius Brehler 39dd29736f [mlir][emitc] Disallow !emitc.opaque pointers
Fordbids to express pointer via the `!emitc.opaque` type. Point the user
to use the `!emitc.ptr` type instead.

Reviewed By: jpienaar

Differential Revision: https://reviews.llvm.org/D124002
2022-04-28 15:08:21 +00:00
Lei Zhang bbffece383 [mlir][spirv] Remove layout decoration on unneeded storage classes
Per SPIR-V validation rules, explict layout decorations are only
needed for StorageBuffer, PhysicalStorageBuffer, Uniform, and
PushConstant storage classes. (And even that is for Shader
capabilities). So we don't need such decorations on the rest.

Reviewed By: hanchung

Differential Revision: https://reviews.llvm.org/D124543
2022-04-28 08:18:23 -04:00
Lei Zhang 8854b73606 [mlir][spirv] Convert memref.alloca to spv.Variable
Reviewed By: hanchung

Differential Revision: https://reviews.llvm.org/D124542
2022-04-28 08:13:40 -04:00
Javier Setoain 6301574206 [mlir][SparseTensor] Enable VLA ops in index value generation
Current index value generation uses fixed-length vector ops, this patch
adds an alterantive codegen path compatible with scalable vectors by
using `LLVM::StepVectorOp`.

Differential Revision: https://reviews.llvm.org/D124454
2022-04-28 09:39:07 +01:00
Aart Bik ccd047cba4 [mlir][sparse] optimize COO index handling
By using a shared index pool, we reduce the footprint of each "Element"
in the COO scheme and, in addition, reduce the overhead of allocating
indices (trading many allocations of vectors for allocations in a single
vector only). When the capacity is known, this means *all* allocation
can be done in advance.

This is a big win. For example, reading matrix SK-2005, with dimensions
50,636,154 x 50,636,154 and 1,949,412,601 nonzero elements improves
as follows (time in ms), or about 3.5x faster overall

```
SK-2005 before        after      speedup
  ---------------------------------------------
read     305,086.65    180,318.12    1.69
sort   2,836,096.23    510,492.87    5.56
pack     364,485.67    312,009.96    1.17
  ---------------------------------------------
TOTAL  3,505,668.56  1,002,820.95    3.50
```

Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D124502
2022-04-27 10:20:47 -07:00
Min-Yih Hsu a75657d66a [mlir][LLVMIR] Do not cache llvm::Constant into instMap
Constants in MLIR are not globally unique, unlike that in LLVM IR.
Therefore, reusing previous-translated constants might cause the user
operations not being dominated by the constant (because the
previous-translated ones can be placed in arbitrary place)

This indeed misses some opportunities where we actually can reuse a
previous-translated constants, but verbosity is not our first priority
here.

Differential Revision: https://reviews.llvm.org/D124404
2022-04-27 09:43:49 -07:00
Min-Yih Hsu ea9bcb8b27 [mlir][LLVMIR] Do not cache Instruction generated on-the-fly
More specifically, the llvm::Instruction generated by
llvm::ConstantExpr::getAsInstruction. Such Instruction will be deleted
right away, but it's possible that when getAsInstruction is called
again, it will create a new Instruction that has the same address with
the one we just deleted. Thus, we shouldn't keep it in the `instMap` to
avoid a conflicting index that triggers an assertion in
processInstruction.

Differential Revision: https://reviews.llvm.org/D124402
2022-04-27 09:42:59 -07:00
Min-Yih Hsu 00fcf9e95a [mlir][LLVMIR] Add support for importing struct-type ConstantAggregate(Zero)
And move importer test files from `test/Target/LLVMIR` into
`test/Target/LLVMIR/Import`.

We simply translate struct-type ConstantAggregate(Zero) into a
serious of `llvm.insertvalue` operations against a `llvm.undef` root.
Note that this doesn't affect the original logics on translating
vector/array-type ConstantAggregate values.

Differential Revision: https://reviews.llvm.org/D124399
2022-04-27 09:42:26 -07:00
Mathieu Fehr 88bc24a7e3 [mlir] Allow setting operation legality with an OperationName
This is necessary to handle conversions of operations defined at runtime in extensible dialects.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D124353
2022-04-27 08:54:51 -07:00
Lei Zhang d137c05fc9 [mlir][spirv] Add conversion from vector.reduction
Only supports addition and multiplication for now; other cases
to be implemented.

Reviewed By: hanchung

Differential Revision: https://reviews.llvm.org/D124380
2022-04-27 10:29:46 -04:00
Lei Zhang 38e802a09d [mlir][spirv] Allow converting from index type in unsigned ops
`index` type is converted to `i32` in SPIR-V. This is fine to
support for all signed/unsigned ops.

Reviewed By: hanchung

Differential Revision: https://reviews.llvm.org/D124451
2022-04-27 10:13:50 -04:00
Mathieu Fehr 9e0b553359 [mlir] Add extensible dialects
Depends on D104534
Add support for extensible dialects, which are dialects that can be
extended at runtime with new operations and types.

These operations and types cannot at the moment implement traits
or interfaces.

Reviewed By: rriddle

Differential Revision: https://reviews.llvm.org/D104554
2022-04-26 19:48:22 -07:00
River Riddle 71aad31c0b [mlir:PDLL] Use normalized paths in compilation database test
This fixes issues with the compilation database when the file path
isn't in the correct form.
2022-04-26 19:45:30 -07:00
River Riddle 021b254547 [mlir:PDLL] Fix build on windows related to different file paths
This fixes issues with the compilation database when the file path
isn't in the correct form.
2022-04-26 19:40:41 -07:00
River Riddle 41d2c6df5c [mlir][PDLL-LSP] Add code completion for include file paths
This allows for providing completion results for include directive
file paths by searching the set of include directories for the current
file.

Differential Revision: https://reviews.llvm.org/D124112
2022-04-26 18:33:17 -07:00
River Riddle 09af7fefc8 [mlir][PDLL] Add document link and hover support to mlir-pdll-lsp-server
This allows for navigating to included files on click, and also provides hover
information about the include file (similarly to clangd).

Differential Revision: https://reviews.llvm.org/D124077
2022-04-26 18:33:17 -07:00
River Riddle fb5a59f6e1 [mlir][PDLL] Add initial support for a PDLL compilation database
The compilation database acts in a similar way to the compilation database
(compile_commands.json) used by clang-tidy, i.e. it provides additional
information about the compilation of project files to help the language
server. The main piece of information provided by the PDLL compilation
database in this commit is the set of include directories used when processing
the input .pdll file. This allows for the server to properly process .pdll files
that use includes anchored by the include directories set up in the build system.

The structure of the textual form of a compilation database is a yaml file
containing documents of the following form:

```
--- !FileInfo:
  filepath: <string> - Absolute file path of the file.
  includes: <string> - Semi-colon delimited list of include directories.
```

This commit also adds support to cmake for automatically generating
a `pdll_compile_commands.yml` file at the top-level of the build
directory.

Differential Revision: https://reviews.llvm.org/D124076
2022-04-26 18:33:17 -07:00
River Riddle 597fde54a8 [mlir][PDLL] Add support for generating PDL patterns from PDLL at build time
This essentially sets up mlir-pdll to function in a similar manner to mlir-tblgen. Aside
from the boilerplate of configuring CMake and setting up a basic initial test, two new
options are added to mlir-pdll to mirror options provided by tblgen:

* -d
 This option generates a dependency file (i.e. a set of build time dependencies) while
 processing the input file.

* --write-if-changed
 This option only writes to the output file if the data would have changed, which for
 the build system prevents unnecesarry rebuilds if the file was touched but not actually
 changed.

Differential Revision: https://reviews.llvm.org/D124075
2022-04-26 18:33:16 -07:00
River Riddle b3fc0fa84a [mlir][PDLL] Don't use the result of `Constraint::getDefName()` when uniquing
In the case of anonymous defs this may return the name of the base def class,
which can lead to two different defs with the same name (which hits an assert).
This commit adds a new `getUniqueDefName` method that returns a unique name
for the constraint.

Differential Revision: https://reviews.llvm.org/D124074
2022-04-26 18:33:16 -07:00
Aart Bik 33e8ab8ea0 [mlir][sparse] support pattern-only matrices from Matrix Market
We simply set nonzero entries to the value "1" in this case.

Reviewed By: bixia

Differential Revision: https://reviews.llvm.org/D124475
2022-04-26 15:50:21 -07:00