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Differential D134900

[mlir][Pass] Include anchor op in -pass-pipeline
ClosedPublic

Authored by rkayaith on Sep 29 2022, 1:16 PM.

Details

Reviewers
rriddle
mehdi_amini
bondhugula
antiagainst
nicolasvasilache
herhut
aartbik
ftynse
ThomasRaoux
dcaballe
Commits
rG13bd41096286: [mlir][Pass] Include anchor op in -pass-pipeline
Summary

In D134622 the printed form of a pass manager is changed to include the
name of the op that the pass manager is anchored on. This updates the
-pass-pipeline argument format to include the anchor op as well, so
that the printed form of a pipeline can be directly passed to
-pass-pipeline. In most cases this requires updating
-pass-pipeline='pipeline' to
-pass-pipeline='builtin.module(pipeline)'.

This also fixes an outdated assert that prevented running a
PassManager anchored on 'any'.

I've split out the mechanical test updates into D136193, but will
combine them into one commit before landing.

Diff Detail

Event Timeline

rkayaith created this revision.Sep 29 2022, 1:16 PM
Herald added a reviewer: rriddle. · View Herald TranscriptSep 29 2022, 1:16 PM
Herald added a project: Restricted Project. · View Herald Transcript
Herald added subscribers: zero9178, bzcheeseman, sdasgup3 and 19 others. · View Herald Transcript
Harbormaster completed remote builds in B189489: Diff 464006.Sep 29 2022, 1:17 PM
rkayaith edited parent revisions, added: D134622: [mlir] Include anchor op when printing pass managers; removed: D133645: [mlir-opt] Support parsing operations other than 'builtin.module' as top-level.Sep 29 2022, 1:17 PM
rkayaith mentioned this in D134622: [mlir] Include anchor op when printing pass managers.Sep 29 2022, 1:33 PM
rkayaith updated this revision to Diff 464821.Oct 3 2022, 2:36 PM
rkayaith added a parent revision: D133645: [mlir-opt] Support parsing operations other than 'builtin.module' as top-level.

update

Harbormaster completed remote builds in B190068: Diff 464821.Oct 3 2022, 2:36 PM
rkayaith updated this revision to Diff 464827.Oct 3 2022, 2:55 PM
rkayaith edited the summary of this revision. (Show Details)

update description

rkayaith removed a parent revision: D133645: [mlir-opt] Support parsing operations other than 'builtin.module' as top-level.Oct 3 2022, 2:55 PM
rkayaith updated this revision to Diff 464836.Oct 3 2022, 3:09 PM

update

rkayaith updated this revision to Diff 464844.Oct 3 2022, 3:42 PM

add extra test

rkayaith published this revision for review.Oct 3 2022, 3:44 PM
rkayaith added a reviewer: mehdi_amini.
Herald added a project: Restricted Project. · View Herald TranscriptOct 3 2022, 3:44 PM
Herald added subscribers: stephenneuendorffer, nicolasvasilache. · View Herald Transcript
Harbormaster completed remote builds in B190087: Diff 464844.Oct 3 2022, 4:52 PM
rkayaith updated this revision to Diff 465125.Oct 4 2022, 12:56 PM
rkayaith edited the summary of this revision. (Show Details)

add more info to description

rkayaith added a reviewer: bondhugula.Oct 4 2022, 12:57 PM

The approach used here currently (add a new option instead of changing pass-pipeline) has the downside that pass-pipeline used to be symmetric with the printed form, but no longer is. If we wanted to preserve that, some options I see:

Any thoughts on how to proceed here?

Harbormaster completed remote builds in B190287: Diff 465125.Oct 4 2022, 1:09 PM
rriddle added a comment.Oct 4 2022, 10:30 PM
In D134900#3834645, @rkayaith wrote:

The approach used here currently (add a new option instead of changing pass-pipeline) has the downside that pass-pipeline used to be symmetric with the printed form, but no longer is. If we wanted to preserve that, some options I see:

Any thoughts on how to proceed here?

I think we should proceed with changing -pass-pipeline. I'd rather have fewer things than more things. We've also already had people confused on the implicit nature of the anchor op in pass-pipeline before, and it seems better to just have that option represent the full pipeline.

mehdi_amini added a comment.Oct 5 2022, 11:04 AM

I'm aligned with River on the goal here.

rkayaith mentioned this in D135745: [mlir][Pass] Disallow mixing -pass-pipeline with other pass options.Oct 11 2022, 9:52 PM
rkayaith updated this revision to Diff 467025.Oct 11 2022, 10:49 PM
rkayaith retitled this revision from [mlir-opt] Add a '-pass-manager' option to [mlir][Pass] Include anchor op in -pass-pipeline.
rkayaith edited the summary of this revision. (Show Details)
rkayaith added a parent revision: D135745: [mlir][Pass] Disallow mixing -pass-pipeline with other pass options.

Rework patch to change the -pass-pipeline option instead. Other than
pipeline-parsing.mlir all the test updates here are mechanical
(`-pass-pipeline='pipeline' -> -pass-pipeline='builtin.module(pipeline)')

Herald added a reviewer: antiagainst. · View Herald TranscriptOct 11 2022, 10:49 PM
Herald added a reviewer: nicolasvasilache. · View Herald Transcript
Herald added a reviewer: herhut. · View Herald Transcript
Herald added a reviewer: aartbik. · View Herald Transcript
Herald added a reviewer: ftynse. · View Herald Transcript
Herald added a reviewer: ThomasRaoux. · View Herald Transcript
Herald added a reviewer: dcaballe. · View Herald Transcript
Herald added a project: Restricted Project. · View Herald Transcript
Herald added subscribers: ThomasRaoux, awarzynski, armkevincheng and 6 others. · View Herald Transcript
Harbormaster completed remote builds in B191658: Diff 467025.Oct 11 2022, 10:50 PM
Herald added a subscriber: jdoerfert. · View Herald TranscriptOct 11 2022, 10:50 PM
rkayaith removed a parent revision: D134622: [mlir] Include anchor op when printing pass managers.Oct 11 2022, 10:54 PM
rriddle added a comment.Oct 12 2022, 12:00 AM

Did you also scrub the docs for uses of pass-pipeline?

mlir/lib/Pass/Pass.cpp
780–784

Please avoid using if initializers with nullable things. Can you also spell out auto here?

rkayaith updated this revision to Diff 467225.Oct 12 2022, 12:20 PM
rkayaith marked an inline comment as done.

rebase, update docs, address comment

Harbormaster completed remote builds in B191793: Diff 467225.Oct 12 2022, 12:21 PM
rkayaith updated this revision to Diff 467274.Oct 12 2022, 3:11 PM

unnecessary 'llvm::'

Harbormaster completed remote builds in B191824: Diff 467274.Oct 12 2022, 3:12 PM
rkayaith updated this revision to Diff 468697.Oct 18 2022, 2:21 PM
rkayaith edited the summary of this revision. (Show Details)

move mechanical test updates into a separate diff

rkayaith edited parent revisions, added: D136193: Test updates for D134900; removed: D135745: [mlir][Pass] Disallow mixing -pass-pipeline with other pass options.Oct 18 2022, 2:21 PM
Harbormaster completed remote builds in B192849: Diff 468697.Oct 18 2022, 2:43 PM
rriddle accepted this revision.Oct 20 2022, 6:09 PM
This revision is now accepted and ready to land.Oct 20 2022, 6:09 PM
rkayaith updated this revision to Diff 471202.Oct 27 2022, 9:55 AM

rebase

Harbormaster completed remote builds in B194690: Diff 471202.Oct 27 2022, 11:25 AM
rkayaith mentioned this in rG0c36a1569a06: [mlir][Pass] Disallow mixing -pass-pipeline with other pass options.Nov 2 2022, 9:17 AM
Closed by commit rG13bd41096286: [mlir][Pass] Include anchor op in -pass-pipeline (authored by rkayaith). · Explain WhyNov 3 2022, 8:36 AM
This revision was automatically updated to reflect the committed changes.
rkayaith added a commit: rG13bd41096286: [mlir][Pass] Include anchor op in -pass-pipeline.
Herald added a subscriber: Moerafaat. · View Herald TranscriptNov 3 2022, 8:36 AM
rkayaith mentioned this in D136193: Test updates for D134900.Nov 3 2022, 10:42 AM
Renaud-K mentioned this in D136889: Infrastructure for alias analysis in flang.Nov 4 2022, 12:12 PM

Revision Contents

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flang/
test/
Fir/
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mlir/
include/
mlir/
Pass/
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lib/
Pass/
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test/
Analysis/
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Conversion/
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ArithToLLVM/
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FuncToLLVM/
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MathToFuncs/
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MathToLLVM/
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MemRefToLLVM/
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GPU/
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LLVMIR/
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Diff 467025

flang/test/Fir/cg-ops.fir

// RUN: fir-opt --split-input-file --pass-pipeline="cg-rewrite,cse" %s | FileCheck %s // RUN: fir-opt --split-input-file --pass-pipeline="builtin.module(cg-rewrite,cse)" %s | FileCheck %s
// CHECK-LABEL: func @codegen( // CHECK-LABEL: func @codegen(
// CHECK-SAME: %[[arg:.*]]: !fir // CHECK-SAME: %[[arg:.*]]: !fir
func.func @codegen(%addr : !fir.ref<!fir.array<?xi32>>) { func.func @codegen(%addr : !fir.ref<!fir.array<?xi32>>) {
// CHECK: %[[zero:.*]] = arith.constant 0 : index // CHECK: %[[zero:.*]] = arith.constant 0 : index
%0 = arith.constant 0 : index %0 = arith.constant 0 : index
%1 = fir.shape_shift %0, %0 : (index, index) -> !fir.shapeshift<1> %1 = fir.shape_shift %0, %0 : (index, index) -> !fir.shapeshift<1>
%2 = fir.slice %0, %0, %0 : (index, index, index) -> !fir.slice<1> %2 = fir.slice %0, %0, %0 : (index, index, index) -> !fir.slice<1>
▲ Show 20 Lines • Show All 57 Lines • Show Last 20 Lines

mlir/include/mlir/Pass/PassManager.h

Show First 20 Lines • Show All 69 Lines • ▼ Show 20 Linespublic:
/// Construct a new pass manager with the given anchor operation type and /// Construct a new pass manager with the given anchor operation type and
/// nesting behavior. /// nesting behavior.
OpPassManager(StringRef name, Nesting nesting = Nesting::Explicit); OpPassManager(StringRef name, Nesting nesting = Nesting::Explicit);
OpPassManager(OperationName name, Nesting nesting = Nesting::Explicit); OpPassManager(OperationName name, Nesting nesting = Nesting::Explicit);
OpPassManager(OpPassManager &&rhs); OpPassManager(OpPassManager &&rhs);
OpPassManager(const OpPassManager &rhs); OpPassManager(const OpPassManager &rhs);
~OpPassManager(); ~OpPassManager();
OpPassManager &operator=(const OpPassManager &rhs); OpPassManager &operator=(const OpPassManager &rhs);
OpPassManager &operator=(OpPassManager &&rhs);
/// Iterator over the passes in this pass manager. /// Iterator over the passes in this pass manager.
using pass_iterator = using pass_iterator =
llvm::pointee_iterator<MutableArrayRef<std::unique_ptr<Pass>>::iterator>; llvm::pointee_iterator<MutableArrayRef<std::unique_ptr<Pass>>::iterator>;
pass_iterator begin(); pass_iterator begin();
pass_iterator end(); pass_iterator end();
iterator_range<pass_iterator> getPasses() { return {begin(), end()}; } iterator_range<pass_iterator> getPasses() { return {begin(), end()}; }
▲ Show 20 Lines • Show All 381 Lines • Show Last 20 Lines

mlir/lib/Pass/Pass.cpp

Show First 20 Lines • Show All 284 Lines • ▼ Show 20 Lines
//===----------------------------------------------------------------------===// //===----------------------------------------------------------------------===//
OpPassManager::OpPassManager(Nesting nesting) OpPassManager::OpPassManager(Nesting nesting)
: impl(new OpPassManagerImpl(nesting)) {} : impl(new OpPassManagerImpl(nesting)) {}
OpPassManager::OpPassManager(StringRef name, Nesting nesting) OpPassManager::OpPassManager(StringRef name, Nesting nesting)
: impl(new OpPassManagerImpl(name, nesting)) {} : impl(new OpPassManagerImpl(name, nesting)) {}
OpPassManager::OpPassManager(OperationName name, Nesting nesting) OpPassManager::OpPassManager(OperationName name, Nesting nesting)
: impl(new OpPassManagerImpl(name, nesting)) {} : impl(new OpPassManagerImpl(name, nesting)) {}
OpPassManager::OpPassManager(OpPassManager &&rhs) : impl(std::move(rhs.impl)) {} OpPassManager::OpPassManager(OpPassManager &&rhs) { *this = std::move(rhs); }
OpPassManager::OpPassManager(const OpPassManager &rhs) { *this = rhs; } OpPassManager::OpPassManager(const OpPassManager &rhs) { *this = rhs; }
OpPassManager &OpPassManager::operator=(const OpPassManager &rhs) { OpPassManager &OpPassManager::operator=(const OpPassManager &rhs) {
impl = std::make_unique<OpPassManagerImpl>(*rhs.impl); impl = std::make_unique<OpPassManagerImpl>(*rhs.impl);
return *this; return *this;
} }
OpPassManager &OpPassManager::operator=(OpPassManager &&rhs) {
impl = std::move(rhs.impl);
return *this;
}
OpPassManager::~OpPassManager() = default; OpPassManager::~OpPassManager() = default;
OpPassManager::pass_iterator OpPassManager::begin() { OpPassManager::pass_iterator OpPassManager::begin() {
return MutableArrayRef<std::unique_ptr<Pass>>{impl->passes}.begin(); return MutableArrayRef<std::unique_ptr<Pass>>{impl->passes}.begin();
} }
OpPassManager::pass_iterator OpPassManager::end() { OpPassManager::pass_iterator OpPassManager::end() {
return MutableArrayRef<std::unique_ptr<Pass>>{impl->passes}.end(); return MutableArrayRef<std::unique_ptr<Pass>>{impl->passes}.end();
▲ Show 20 Lines • Show All 461 Lines • ▼ Show 20 Lines
PassManager::~PassManager() = default; PassManager::~PassManager() = default;
void PassManager::enableVerifier(bool enabled) { verifyPasses = enabled; } void PassManager::enableVerifier(bool enabled) { verifyPasses = enabled; }
/// Run the passes within this manager on the provided operation. /// Run the passes within this manager on the provided operation.
LogicalResult PassManager::run(Operation *op) { LogicalResult PassManager::run(Operation *op) {
MLIRContext *context = getContext(); MLIRContext *context = getContext();
assert(op->getName() == getOpName(*context) && if (auto anchorOp = getOpName(*context);
"operation has a different name than the PassManager or is from a " anchorOp && anchorOp != op->getName())
"different context"); return emitError(op->getLoc())
<< "can't run '" << getOpAnchorName() << "' pass manager on '"
<< op->getName() << "' op";
rriddleUnsubmitted
Done
ReplyInline Actions

Please avoid using if initializers with nullable things. Can you also spell out auto here?

rriddle: Please avoid using if initializers with nullable things. Can you also spell out auto here?
// Register all dialects for the current pipeline. // Register all dialects for the current pipeline.
DialectRegistry dependentDialects; DialectRegistry dependentDialects;
getDependentDialects(dependentDialects); getDependentDialects(dependentDialects);
context->appendDialectRegistry(dependentDialects); context->appendDialectRegistry(dependentDialects);
for (StringRef name : dependentDialects.getDialectNames()) for (StringRef name : dependentDialects.getDialectNames())
context->getOrLoadDialect(name); context->getOrLoadDialect(name);
▲ Show 20 Lines • Show All 207 Lines • Show Last 20 Lines

mlir/lib/Pass/PassRegistry.cpp

Show First 20 Lines • Show All 701 Lines • ▼ Show 20 Lines
FailureOr<OpPassManager> mlir::parsePassPipeline(StringRef pipeline, FailureOr<OpPassManager> mlir::parsePassPipeline(StringRef pipeline,
raw_ostream &errorStream) { raw_ostream &errorStream) {
// Pipelines are expected to be of the form `<op-name>(<pipeline>)`. // Pipelines are expected to be of the form `<op-name>(<pipeline>)`.
size_t pipelineStart = pipeline.find_first_of('('); size_t pipelineStart = pipeline.find_first_of('(');
if (pipelineStart == 0 || pipelineStart == StringRef::npos || if (pipelineStart == 0 || pipelineStart == StringRef::npos ||
!pipeline.consume_back(")")) { !pipeline.consume_back(")")) {
errorStream << "expected pass pipeline to be wrapped with the anchor " errorStream << "expected pass pipeline to be wrapped with the anchor "
"operation type, e.g. `builtin.module(...)"; "operation type, e.g. `builtin.module(...)`\n";
return failure(); return failure();
} }
StringRef opName = pipeline.take_front(pipelineStart); StringRef opName = pipeline.take_front(pipelineStart);
OpPassManager pm(opName); OpPassManager pm(opName);
if (failed(parsePassPipeline(pipeline.drop_front(1 + pipelineStart), pm))) if (failed(parsePassPipeline(pipeline.drop_front(1 + pipelineStart), pm)))
return failure(); return failure();
return pm; return pm;
▲ Show 20 Lines • Show All 197 Lines • ▼ Show 20 LinesLogicalResult PassPipelineCLParser::addToPipeline(
OpPassManager &pm, OpPassManager &pm,
function_ref<LogicalResult(const Twine &)> errorHandler) const { function_ref<LogicalResult(const Twine &)> errorHandler) const {
if (passPipeline.getNumOccurrences()) { if (passPipeline.getNumOccurrences()) {
if (impl->passList.getNumOccurrences()) if (impl->passList.getNumOccurrences())
return errorHandler( return errorHandler(
"'-" + passPipelineArg + "'-" + passPipelineArg +
"' option can't be used with individual pass options"); "' option can't be used with individual pass options");
// FIXME: Report errors to `errorHandler` instead of stderr // FIXME: Report errors to `errorHandler` instead of stderr
return parsePassPipeline(passPipeline, pm, llvm::errs()); FailureOr<OpPassManager> parsed =
parsePassPipeline(passPipeline, llvm::errs());
if (succeeded(parsed))
pm = std::move(*parsed);
return parsed;
} }
for (auto &passIt : impl->passList) { for (auto &passIt : impl->passList) {
if (failed(passIt.registryEntry->addToPipeline(pm, passIt.options, if (failed(passIt.registryEntry->addToPipeline(pm, passIt.options,
errorHandler))) errorHandler)))
return failure(); return failure();
} }
return success(); return success();
Show All 23 Lines

mlir/test/Analysis/test-alias-analysis-modref.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(test-alias-analysis-modref)' -split-input-file -allow-unregistered-dialect 2>&1 | FileCheck %s // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(test-alias-analysis-modref))' -split-input-file -allow-unregistered-dialect 2>&1 | FileCheck %s
// CHECK-LABEL: Testing : "no_side_effects" // CHECK-LABEL: Testing : "no_side_effects"
// CHECK: alloc -> func.region0#0: NoModRef // CHECK: alloc -> func.region0#0: NoModRef
// CHECK: dealloc -> func.region0#0: NoModRef // CHECK: dealloc -> func.region0#0: NoModRef
// CHECK: return -> func.region0#0: NoModRef // CHECK: return -> func.region0#0: NoModRef
func.func @no_side_effects(%arg: memref<2xf32>) attributes {test.ptr = "func"} { func.func @no_side_effects(%arg: memref<2xf32>) attributes {test.ptr = "func"} {
%1 = memref.alloc() {test.ptr = "alloc"} : memref<8x64xf32> %1 = memref.alloc() {test.ptr = "alloc"} : memref<8x64xf32>
memref.dealloc %1 {test.ptr = "dealloc"} : memref<8x64xf32> memref.dealloc %1 {test.ptr = "dealloc"} : memref<8x64xf32>
▲ Show 20 Lines • Show All 58 Lines • Show Last 20 Lines

mlir/test/Analysis/test-alias-analysis.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(test-alias-analysis)' -split-input-file -allow-unregistered-dialect 2>&1 | FileCheck %s // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(test-alias-analysis))' -split-input-file -allow-unregistered-dialect 2>&1 | FileCheck %s
// CHECK-LABEL: Testing : "simple" // CHECK-LABEL: Testing : "simple"
// CHECK-DAG: func.region0#0 <-> func.region0#1: MayAlias // CHECK-DAG: func.region0#0 <-> func.region0#1: MayAlias
// CHECK-DAG: alloca_1#0 <-> alloca_2#0: NoAlias // CHECK-DAG: alloca_1#0 <-> alloca_2#0: NoAlias
// CHECK-DAG: alloca_1#0 <-> alloc_1#0: NoAlias // CHECK-DAG: alloca_1#0 <-> alloc_1#0: NoAlias
// CHECK-DAG: alloca_1#0 <-> alloc_2#0: NoAlias // CHECK-DAG: alloca_1#0 <-> alloc_2#0: NoAlias
// CHECK-DAG: alloca_1#0 <-> func.region0#0: NoAlias // CHECK-DAG: alloca_1#0 <-> func.region0#0: NoAlias
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mlir/test/Analysis/test-dominance.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(test-print-dominance)" -split-input-file 2>&1 | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(test-print-dominance))" -split-input-file 2>&1 | FileCheck %s
// CHECK-LABEL: Testing : func_condBranch // CHECK-LABEL: Testing : func_condBranch
func.func @func_condBranch(%cond : i1) { func.func @func_condBranch(%cond : i1) {
cf.cond_br %cond, ^bb1, ^bb2 cf.cond_br %cond, ^bb1, ^bb2
^bb1: ^bb1:
cf.br ^exit cf.br ^exit
^bb2: ^bb2:
cf.br ^exit cf.br ^exit
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mlir/test/Analysis/test-foo-analysis.mlir

// RUN: mlir-opt -split-input-file -pass-pipeline='func.func(test-foo-analysis)' %s 2>&1 | FileCheck %s // RUN: mlir-opt -split-input-file -pass-pipeline='builtin.module(func.func(test-foo-analysis))' %s 2>&1 | FileCheck %s
// CHECK-LABEL: function: @test_default_init // CHECK-LABEL: function: @test_default_init
func.func @test_default_init() -> () { func.func @test_default_init() -> () {
// CHECK: a -> 0 // CHECK: a -> 0
"test.foo"() {tag = "a"} : () -> () "test.foo"() {tag = "a"} : () -> ()
return return
} }
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mlir/test/Analysis/test-liveness.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(test-print-liveness)" -split-input-file 2>&1 | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(test-print-liveness))" -split-input-file 2>&1 | FileCheck %s
// CHECK-LABEL: Testing : func_empty // CHECK-LABEL: Testing : func_empty
func.func @func_empty() { func.func @func_empty() {
// CHECK: Block: 0 // CHECK: Block: 0
// CHECK-NEXT: LiveIn:{{ *$}} // CHECK-NEXT: LiveIn:{{ *$}}
// CHECK-NEXT: LiveOut:{{ *$}} // CHECK-NEXT: LiveOut:{{ *$}}
// CHECK-NEXT: BeginLivenessIntervals // CHECK-NEXT: BeginLivenessIntervals
// CHECK-NEXT: EndLivenessIntervals // CHECK-NEXT: EndLivenessIntervals
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mlir/test/Analysis/test-match-reduction.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(test-match-reduction)" -verify-diagnostics -split-input-file // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(test-match-reduction))" -verify-diagnostics -split-input-file
// Verify that the generic reduction detection utility works on different // Verify that the generic reduction detection utility works on different
// dialects. // dialects.
// expected-remark@below {{Testing function}} // expected-remark@below {{Testing function}}
func.func @linalg_red_add(%in0t : tensor<?xf32>, %out0t : tensor<1xf32>) { func.func @linalg_red_add(%in0t : tensor<?xf32>, %out0t : tensor<1xf32>) {
// expected-remark@below {{Reduction found in output #0!}} // expected-remark@below {{Reduction found in output #0!}}
// expected-remark@below {{Reduced Value: <block argument> of type 'f32' at index: 0}} // expected-remark@below {{Reduced Value: <block argument> of type 'f32' at index: 0}}
▲ Show 20 Lines • Show All 105 Lines • Show Last 20 Lines

mlir/test/Analysis/test-topoligical-sort.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(test-print-topological-sort)" 2>&1 | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(test-print-topological-sort))" 2>&1 | FileCheck %s
// CHECK-LABEL: Testing : region // CHECK-LABEL: Testing : region
// CHECK: arith.addi {{.*}} : index // CHECK: arith.addi {{.*}} : index
// CHECK-NEXT: scf.for // CHECK-NEXT: scf.for
// CHECK: } {__test_sort_original_idx__ = 2 : i64} // CHECK: } {__test_sort_original_idx__ = 2 : i64}
// CHECK-NEXT: arith.addi {{.*}} : i32 // CHECK-NEXT: arith.addi {{.*}} : i32
// CHECK-NEXT: arith.subi {{.*}} : i32 // CHECK-NEXT: arith.subi {{.*}} : i32
func.func @region( func.func @region(
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mlir/test/Conversion/AffineToStandard/lower-affine-gpu.mlir

// RUN: mlir-opt -pass-pipeline="gpu.module(lower-affine)" %s | FileCheck %s // RUN: mlir-opt -pass-pipeline="builtin.module(gpu.module(lower-affine))" %s | FileCheck %s
#map0gpufunc = affine_map<(d0) -> (d0)> #map0gpufunc = affine_map<(d0) -> (d0)>
gpu.module @kernels { gpu.module @kernels {
gpu.func @foo(%arg0 : index, %arg1 : memref<?xf32>) -> f32 { gpu.func @foo(%arg0 : index, %arg1 : memref<?xf32>) -> f32 {
%0 = affine.apply #map0gpufunc(%arg0) %0 = affine.apply #map0gpufunc(%arg0)
%1 = memref.load %arg1[%0] : memref<?xf32> %1 = memref.load %arg1[%0] : memref<?xf32>
gpu.return %1 : f32 gpu.return %1 : f32
} }
// CHECK: gpu.func // CHECK: gpu.func
// CHECK-SAME: %[[ARG0:.*]]: index // CHECK-SAME: %[[ARG0:.*]]: index
// CHECK-NOT: affine.apply // CHECK-NOT: affine.apply
// CHECK: memref.load %{{.*}}[%[[ARG0]]] // CHECK: memref.load %{{.*}}[%[[ARG0]]]
} }

mlir/test/Conversion/ArithToLLVM/arith-to-llvm.mlir

// RUN: mlir-opt -pass-pipeline="func.func(convert-arith-to-llvm)" %s -split-input-file | FileCheck %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-arith-to-llvm))" %s -split-input-file | FileCheck %s
// CHECK-LABEL: @vector_ops // CHECK-LABEL: @vector_ops
func.func @vector_ops(%arg0: vector<4xf32>, %arg1: vector<4xi1>, %arg2: vector<4xi64>, %arg3: vector<4xi64>) -> vector<4xf32> { func.func @vector_ops(%arg0: vector<4xf32>, %arg1: vector<4xi1>, %arg2: vector<4xi64>, %arg3: vector<4xi64>) -> vector<4xf32> {
// CHECK-NEXT: %0 = llvm.mlir.constant(dense<4.200000e+01> : vector<4xf32>) : vector<4xf32> // CHECK-NEXT: %0 = llvm.mlir.constant(dense<4.200000e+01> : vector<4xf32>) : vector<4xf32>
%0 = arith.constant dense<42.> : vector<4xf32> %0 = arith.constant dense<42.> : vector<4xf32>
// CHECK-NEXT: %1 = llvm.fadd %arg0, %0 : vector<4xf32> // CHECK-NEXT: %1 = llvm.fadd %arg0, %0 : vector<4xf32>
%1 = arith.addf %arg0, %0 : vector<4xf32> %1 = arith.addf %arg0, %0 : vector<4xf32>
// CHECK-NEXT: %2 = llvm.sdiv %arg2, %arg2 : vector<4xi64> // CHECK-NEXT: %2 = llvm.sdiv %arg2, %arg2 : vector<4xi64>
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mlir/test/Conversion/ArithToLLVM/convert-nd-vector-to-llvmir.mlir

// RUN: mlir-opt -pass-pipeline="func.func(convert-arith-to-llvm)" %s -split-input-file | FileCheck %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-arith-to-llvm))" %s -split-input-file | FileCheck %s
// CHECK-LABEL: @vec_bin // CHECK-LABEL: @vec_bin
func.func @vec_bin(%arg0: vector<2x2x2xf32>) -> vector<2x2x2xf32> { func.func @vec_bin(%arg0: vector<2x2x2xf32>) -> vector<2x2x2xf32> {
// CHECK: llvm.mlir.undef : !llvm.array<2 x array<2 x vector<2xf32>>> // CHECK: llvm.mlir.undef : !llvm.array<2 x array<2 x vector<2xf32>>>
// This block appears 2x2 times // This block appears 2x2 times
// CHECK-NEXT: llvm.extractvalue %{{.*}}[0, 0] : !llvm.array<2 x array<2 x vector<2xf32>>> // CHECK-NEXT: llvm.extractvalue %{{.*}}[0, 0] : !llvm.array<2 x array<2 x vector<2xf32>>>
// CHECK-NEXT: llvm.extractvalue %{{.*}}[0, 0] : !llvm.array<2 x array<2 x vector<2xf32>>> // CHECK-NEXT: llvm.extractvalue %{{.*}}[0, 0] : !llvm.array<2 x array<2 x vector<2xf32>>>
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mlir/test/Conversion/ComplexToStandard/full-conversion.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-complex-to-standard),convert-complex-to-llvm,func.func(convert-math-to-llvm,convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts" | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-complex-to-standard),convert-complex-to-llvm,func.func(convert-math-to-llvm,convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" | FileCheck %s
// CHECK-LABEL: llvm.func @complex_abs // CHECK-LABEL: llvm.func @complex_abs
// CHECK-SAME: %[[ARG:.*]]: ![[C_TY:.*]]) // CHECK-SAME: %[[ARG:.*]]: ![[C_TY:.*]])
func.func @complex_abs(%arg: complex<f32>) -> f32 { func.func @complex_abs(%arg: complex<f32>) -> f32 {
%abs = complex.abs %arg: complex<f32> %abs = complex.abs %arg: complex<f32>
return %abs : f32 return %abs : f32
} }
// CHECK: %[[REAL:.*]] = llvm.extractvalue %[[ARG]][0] : ![[C_TY]] // CHECK: %[[REAL:.*]] = llvm.extractvalue %[[ARG]][0] : ![[C_TY]]
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mlir/test/Conversion/FuncToLLVM/func-memref.mlir

// RUN: mlir-opt -pass-pipeline="func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts" -split-input-file %s | FileCheck %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" -split-input-file %s | FileCheck %s
// RUN: mlir-opt -pass-pipeline="func.func(convert-arith-to-llvm),convert-func-to-llvm{use-bare-ptr-memref-call-conv=1},reconcile-unrealized-casts" -split-input-file %s | FileCheck %s --check-prefix=BAREPTR // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-arith-to-llvm),convert-func-to-llvm{use-bare-ptr-memref-call-conv=1},reconcile-unrealized-casts)" -split-input-file %s | FileCheck %s --check-prefix=BAREPTR
// BAREPTR-LABEL: func @check_noalias // BAREPTR-LABEL: func @check_noalias
// BAREPTR-SAME: %{{.*}}: !llvm.ptr<f32> {llvm.noalias}, %{{.*}}: !llvm.ptr<f32> {llvm.noalias} // BAREPTR-SAME: %{{.*}}: !llvm.ptr<f32> {llvm.noalias}, %{{.*}}: !llvm.ptr<f32> {llvm.noalias}
func.func @check_noalias(%static : memref<2xf32> {llvm.noalias}, %other : memref<2xf32> {llvm.noalias}) { func.func @check_noalias(%static : memref<2xf32> {llvm.noalias}, %other : memref<2xf32> {llvm.noalias}) {
return return
} }
// ----- // -----
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mlir/test/Conversion/FuncToLLVM/func-to-llvm.mlir

// RUN: mlir-opt -pass-pipeline="func.func(convert-math-to-llvm,convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts" %s -split-input-file | FileCheck %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-math-to-llvm,convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" %s -split-input-file | FileCheck %s
// RUN: mlir-opt -pass-pipeline="func.func(convert-math-to-llvm,convert-arith-to-llvm{index-bitwidth=32}),convert-func-to-llvm{index-bitwidth=32},reconcile-unrealized-casts" %s -split-input-file | FileCheck --check-prefix=CHECK32 %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-math-to-llvm,convert-arith-to-llvm{index-bitwidth=32}),convert-func-to-llvm{index-bitwidth=32},reconcile-unrealized-casts)" %s -split-input-file | FileCheck --check-prefix=CHECK32 %s
// CHECK-LABEL: func @empty() { // CHECK-LABEL: func @empty() {
// CHECK-NEXT: llvm.return // CHECK-NEXT: llvm.return
// CHECK-NEXT: } // CHECK-NEXT: }
func.func @empty() { func.func @empty() {
^bb0: ^bb0:
return return
} }
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mlir/test/Conversion/MathToFuncs/math-to-funcs.mlir

// RUN: mlir-opt %s -split-input-file -pass-pipeline="convert-math-to-funcs" | FileCheck %s // RUN: mlir-opt %s -split-input-file -pass-pipeline="builtin.module(convert-math-to-funcs)" | FileCheck %s
// ----- // -----
// CHECK-LABEL: func @ipowi( // CHECK-LABEL: func @ipowi(
// CHECK-SAME: %[[ARG0:.+]]: i64, // CHECK-SAME: %[[ARG0:.+]]: i64,
// CHECK-SAME: %[[ARG1:.+]]: i64) // CHECK-SAME: %[[ARG1:.+]]: i64)
func.func @ipowi(%arg0: i64, %arg1: i64) { func.func @ipowi(%arg0: i64, %arg1: i64) {
// CHECK: call @__mlir_math_ipowi_i64(%[[ARG0]], %[[ARG1]]) : (i64, i64) -> i64 // CHECK: call @__mlir_math_ipowi_i64(%[[ARG0]], %[[ARG1]]) : (i64, i64) -> i64
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mlir/test/Conversion/MathToLLVM/math-to-llvm.mlir

// RUN: mlir-opt %s -split-input-file -pass-pipeline="func.func(convert-math-to-llvm)" | FileCheck %s // RUN: mlir-opt %s -split-input-file -pass-pipeline="builtin.module(func.func(convert-math-to-llvm))" | FileCheck %s
// CHECK-LABEL: @ops // CHECK-LABEL: @ops
func.func @ops(%arg0: f32, %arg1: f32, %arg2: i32, %arg3: i32, %arg4: f64) { func.func @ops(%arg0: f32, %arg1: f32, %arg2: i32, %arg3: i32, %arg4: f64) {
// CHECK: = "llvm.intr.exp"(%{{.*}}) : (f32) -> f32 // CHECK: = "llvm.intr.exp"(%{{.*}}) : (f32) -> f32
%0 = math.exp %arg0 : f32 %0 = math.exp %arg0 : f32
// CHECK: = "llvm.intr.exp2"(%{{.*}}) : (f32) -> f32 // CHECK: = "llvm.intr.exp2"(%{{.*}}) : (f32) -> f32
%1 = math.exp2 %arg0 : f32 %1 = math.exp2 %arg0 : f32
// CHECK: = "llvm.intr.sqrt"(%{{.*}}) : (f32) -> f32 // CHECK: = "llvm.intr.sqrt"(%{{.*}}) : (f32) -> f32
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mlir/test/Conversion/MemRefToLLVM/generic-functions.mlir

// RUN: mlir-opt -pass-pipeline="convert-memref-to-llvm{use-generic-functions=1}" -split-input-file %s \ // RUN: mlir-opt -pass-pipeline="builtin.module(convert-memref-to-llvm{use-generic-functions=1})" -split-input-file %s \
// RUN: | FileCheck %s --check-prefix="CHECK-NOTALIGNED" // RUN: | FileCheck %s --check-prefix="CHECK-NOTALIGNED"
// RUN: mlir-opt -pass-pipeline="convert-memref-to-llvm{use-generic-functions=1 use-aligned-alloc=1}" -split-input-file %s \ // RUN: mlir-opt -pass-pipeline="builtin.module(convert-memref-to-llvm{use-generic-functions=1 use-aligned-alloc=1})" -split-input-file %s \
// RUN: | FileCheck %s --check-prefix="CHECK-ALIGNED" // RUN: | FileCheck %s --check-prefix="CHECK-ALIGNED"
// CHECK-LABEL: func @alloc() // CHECK-LABEL: func @alloc()
func.func @zero_d_alloc() -> memref<f32> { func.func @zero_d_alloc() -> memref<f32> {
// CHECK-NOTALIGNED: llvm.call @_mlir_memref_to_llvm_alloc(%{{.*}}) : (i64) -> !llvm.ptr<i8> // CHECK-NOTALIGNED: llvm.call @_mlir_memref_to_llvm_alloc(%{{.*}}) : (i64) -> !llvm.ptr<i8>
// CHECK-ALIGNED: llvm.call @_mlir_memref_to_llvm_aligned_alloc(%{{.*}}, %{{.*}}) : (i64, i64) -> !llvm.ptr<i8> // CHECK-ALIGNED: llvm.call @_mlir_memref_to_llvm_aligned_alloc(%{{.*}}, %{{.*}}) : (i64, i64) -> !llvm.ptr<i8>
%0 = memref.alloc() : memref<f32> %0 = memref.alloc() : memref<f32>
return %0 : memref<f32> return %0 : memref<f32>
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mlir/test/Conversion/SCFToGPU/no_blocks_no_threads.mlir

// RUN: mlir-opt -pass-pipeline="func.func(convert-affine-for-to-gpu{gpu-block-dims=0 gpu-thread-dims=1})" %s | FileCheck --check-prefix=CHECK-THREADS %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-affine-for-to-gpu{gpu-block-dims=0 gpu-thread-dims=1}))" %s | FileCheck --check-prefix=CHECK-THREADS %s
// RUN: mlir-opt -pass-pipeline="func.func(convert-affine-for-to-gpu{gpu-block-dims=1 gpu-thread-dims=0})" %s | FileCheck --check-prefix=CHECK-BLOCKS %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-affine-for-to-gpu{gpu-block-dims=1 gpu-thread-dims=0}))" %s | FileCheck --check-prefix=CHECK-BLOCKS %s
// CHECK-THREADS-LABEL: @one_d_loop // CHECK-THREADS-LABEL: @one_d_loop
// CHECK-BLOCKS-LABEL: @one_d_loop // CHECK-BLOCKS-LABEL: @one_d_loop
func.func @one_d_loop(%A : memref<?xf32>, %B : memref<?xf32>) { func.func @one_d_loop(%A : memref<?xf32>, %B : memref<?xf32>) {
// Bounds of the loop, its range and step. // Bounds of the loop, its range and step.
// CHECK-THREADS-NEXT: %{{.*}} = arith.constant 0 : index // CHECK-THREADS-NEXT: %{{.*}} = arith.constant 0 : index
// CHECK-THREADS-NEXT: %{{.*}} = arith.constant 42 : index // CHECK-THREADS-NEXT: %{{.*}} = arith.constant 42 : index
// CHECK-THREADS-NEXT: %[[BOUND:.*]] = arith.subi %{{.*}}, %{{.*}} : index // CHECK-THREADS-NEXT: %[[BOUND:.*]] = arith.subi %{{.*}}, %{{.*}} : index
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mlir/test/Conversion/SCFToGPU/step_one.mlir

// RUN: mlir-opt -pass-pipeline="func.func(convert-affine-for-to-gpu{gpu-block-dims=1 gpu-thread-dims=1})" %s | FileCheck --check-prefix=CHECK-11 %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-affine-for-to-gpu{gpu-block-dims=1 gpu-thread-dims=1}))" %s | FileCheck --check-prefix=CHECK-11 %s
// RUN: mlir-opt -pass-pipeline="func.func(convert-affine-for-to-gpu{gpu-block-dims=2 gpu-thread-dims=2})" %s | FileCheck --check-prefix=CHECK-22 %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-affine-for-to-gpu{gpu-block-dims=2 gpu-thread-dims=2}))" %s | FileCheck --check-prefix=CHECK-22 %s
// CHECK-11-LABEL: @step_1 // CHECK-11-LABEL: @step_1
// CHECK-22-LABEL: @step_1 // CHECK-22-LABEL: @step_1
func.func @step_1(%A : memref<?x?x?x?xf32>, %B : memref<?x?x?x?xf32>) { func.func @step_1(%A : memref<?x?x?x?xf32>, %B : memref<?x?x?x?xf32>) {
// Bounds of the loop, its range and step. // Bounds of the loop, its range and step.
// CHECK-11-NEXT: %{{.*}} = arith.constant 0 : index // CHECK-11-NEXT: %{{.*}} = arith.constant 0 : index
// CHECK-11-NEXT: %{{.*}} = arith.constant 42 : index // CHECK-11-NEXT: %{{.*}} = arith.constant 42 : index
// CHECK-11-NEXT: %{{.*}} = arith.subi %{{.*}}, %{{.*}} : index // CHECK-11-NEXT: %{{.*}} = arith.subi %{{.*}}, %{{.*}} : index
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mlir/test/Conversion/SCFToGPU/step_positive.mlir

// RUN: mlir-opt -pass-pipeline="func.func(convert-affine-for-to-gpu{gpu-block-dims=1 gpu-thread-dims=1})" %s | FileCheck %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-affine-for-to-gpu{gpu-block-dims=1 gpu-thread-dims=1}))" %s | FileCheck %s
// CHECK-LABEL: @step_var // CHECK-LABEL: @step_var
func.func @step_var(%A : memref<?x?xf32>, %B : memref<?x?xf32>) { func.func @step_var(%A : memref<?x?xf32>, %B : memref<?x?xf32>) {
// Check that we divide by step. // Check that we divide by step.
// CHECK: %[[range_i:.*]] = arith.divsi {{.*}}, %{{.*}} // CHECK: %[[range_i:.*]] = arith.divsi {{.*}}, %{{.*}}
// CHECK: %[[range_j:.*]] = arith.divsi {{.*}}, %{{.*}} // CHECK: %[[range_j:.*]] = arith.divsi {{.*}}, %{{.*}}
// CHECK: gpu.launch // CHECK: gpu.launch
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mlir/test/Conversion/ShapeToStandard/convert-shape-constraints.mlir

// RUN: mlir-opt -pass-pipeline="func.func(convert-shape-constraints)" <%s | FileCheck %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-shape-constraints))" <%s | FileCheck %s
// There's not very much useful to check here other than pasting the output. // There's not very much useful to check here other than pasting the output.
// CHECK-LABEL: func @cstr_broadcastable( // CHECK-LABEL: func @cstr_broadcastable(
// CHECK-SAME: %[[LHS:.*]]: tensor<?xindex>, // CHECK-SAME: %[[LHS:.*]]: tensor<?xindex>,
// CHECK-SAME: %[[RHS:.*]]: tensor<?xindex>) -> !shape.witness { // CHECK-SAME: %[[RHS:.*]]: tensor<?xindex>) -> !shape.witness {
// CHECK: %[[RET:.*]] = shape.const_witness true // CHECK: %[[RET:.*]] = shape.const_witness true
// CHECK: %[[BROADCAST_IS_VALID:.*]] = shape.is_broadcastable %[[LHS]], %[[RHS]] // CHECK: %[[BROADCAST_IS_VALID:.*]] = shape.is_broadcastable %[[LHS]], %[[RHS]]
// CHECK: cf.assert %[[BROADCAST_IS_VALID]], "required broadcastable shapes" // CHECK: cf.assert %[[BROADCAST_IS_VALID]], "required broadcastable shapes"
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mlir/test/Conversion/TosaToLinalg/tosa-to-linalg-named.mlir

// RUN: mlir-opt --split-input-file -pass-pipeline="func.func(tosa-to-linalg-named)" %s -verify-diagnostics -o -| FileCheck %s // RUN: mlir-opt --split-input-file -pass-pipeline="builtin.module(func.func(tosa-to-linalg-named))" %s -verify-diagnostics -o -| FileCheck %s
// CHECK-LABEL: @matmul // CHECK-LABEL: @matmul
func.func @matmul(%arg0: tensor<1x5x3xf32>, %arg1: tensor<1x3x6xf32>) -> (tensor<1x5x6xf32>) { func.func @matmul(%arg0: tensor<1x5x3xf32>, %arg1: tensor<1x3x6xf32>) -> (tensor<1x5x6xf32>) {
// CHECK: [[C0:%.+]] = arith.constant 0 // CHECK: [[C0:%.+]] = arith.constant 0
// CHECK: [[INIT:%.+]] = tensor.empty() // CHECK: [[INIT:%.+]] = tensor.empty()
// CHECK: [[FILLED:%.+]] = linalg.fill ins([[C0]] : f32) outs([[INIT]] : tensor<1x5x6xf32>) -> tensor<1x5x6xf32> // CHECK: [[FILLED:%.+]] = linalg.fill ins([[C0]] : f32) outs([[INIT]] : tensor<1x5x6xf32>) -> tensor<1x5x6xf32>
// CHECK: linalg.batch_matmul ins(%arg0, %arg1 : tensor<1x5x3xf32>, tensor<1x3x6xf32>) outs([[FILLED]] : tensor<1x5x6xf32>) -> tensor<1x5x6xf32> // CHECK: linalg.batch_matmul ins(%arg0, %arg1 : tensor<1x5x3xf32>, tensor<1x3x6xf32>) outs([[FILLED]] : tensor<1x5x6xf32>) -> tensor<1x5x6xf32>
%0 = "tosa.matmul"(%arg0, %arg1) : (tensor<1x5x3xf32>, tensor<1x3x6xf32>) -> (tensor<1x5x6xf32>) %0 = "tosa.matmul"(%arg0, %arg1) : (tensor<1x5x3xf32>, tensor<1x3x6xf32>) -> (tensor<1x5x6xf32>)
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mlir/test/Conversion/TosaToLinalg/tosa-to-linalg.mlir

// RUN: mlir-opt --split-input-file -pass-pipeline="func.func(tosa-to-linalg)" %s -verify-diagnostics -o -| FileCheck %s // RUN: mlir-opt --split-input-file -pass-pipeline="builtin.module(func.func(tosa-to-linalg))" %s -verify-diagnostics -o -| FileCheck %s
// CHECK: #[[$MAP0:.*]] = affine_map<() -> ()> // CHECK: #[[$MAP0:.*]] = affine_map<() -> ()>
// CHECK-LABEL: @test_abs // CHECK-LABEL: @test_abs
// CHECK-SAME: (%[[ARG0:[0-9a-zA-Z_]*]] // CHECK-SAME: (%[[ARG0:[0-9a-zA-Z_]*]]
func.func @test_abs(%arg0: tensor<f32>) -> tensor<f32> { func.func @test_abs(%arg0: tensor<f32>) -> tensor<f32> {
// CHECK: [[INIT:%.+]] = tensor.empty() : tensor<f32> // CHECK: [[INIT:%.+]] = tensor.empty() : tensor<f32>
// CHECK: [[GENERIC:%.+]] = linalg.generic {indexing_maps = [#[[$MAP0]], #[[$MAP0]]], iterator_types = []} ins(%[[ARG0]] : tensor<f32>) outs([[INIT]] : tensor<f32>) { // CHECK: [[GENERIC:%.+]] = linalg.generic {indexing_maps = [#[[$MAP0]], #[[$MAP0]]], iterator_types = []} ins(%[[ARG0]] : tensor<f32>) outs([[INIT]] : tensor<f32>) {
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mlir/test/Conversion/VectorToGPU/vector-to-mma-ops-mma-sync.mlir

// RUN: mlir-opt %s -split-input-file -pass-pipeline="func.func(convert-vector-to-gpu{use-nvgpu=true})" | FileCheck %s // RUN: mlir-opt %s -split-input-file -pass-pipeline="builtin.module(func.func(convert-vector-to-gpu{use-nvgpu=true}))" | FileCheck %s
//######################################################### //#########################################################
// INT8 row-row-row // INT8 row-row-row
//######################################################### //#########################################################
// CHECK-DAG: [[$rowA0_map:#.+]] = affine_map<()[s0] -> (s0 mod 16 + 1)> // CHECK-DAG: [[$rowA0_map:#.+]] = affine_map<()[s0] -> (s0 mod 16 + 1)>
// CHECK-DAG: [[$colA0_map:#.+]] = affine_map<()[s0] -> ((s0 floordiv 16) * 16 + 1)> // CHECK-DAG: [[$colA0_map:#.+]] = affine_map<()[s0] -> ((s0 floordiv 16) * 16 + 1)>
▲ Show 20 Lines • Show All 593 Lines • ▼ Show 20 Linesfunc.func @m16n8k8_tf32_f32_col_col_row(%arg0: memref<20x20xf32, 3>, %arg1: memref<20x20xf32, 3>, %arg2: memref<20x20xf32>) {
// CHECK: affine.apply [[$colC_map]] // CHECK: affine.apply [[$colC_map]]
// CHECK: vector.store // CHECK: vector.store
// CHECK: vector.extract [[d_frag]][1] : vector<2x2xf32> // CHECK: vector.extract [[d_frag]][1] : vector<2x2xf32>
// CHECK: affine.apply [[$rowC8_map]] // CHECK: affine.apply [[$rowC8_map]]
// CHECK: affine.apply [[$colC_map]] // CHECK: affine.apply [[$colC_map]]
// CHECK: vector.store // CHECK: vector.store
vector.transfer_write %D, %arg2[%c16, %c8] {in_bounds = [true, true]} : vector<16x8xf32>, memref<20x20xf32> vector.transfer_write %D, %arg2[%c16, %c8] {in_bounds = [true, true]} : vector<16x8xf32>, memref<20x20xf32>
return return
} }
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mlir/test/Conversion/VectorToGPU/vector-to-mma-ops.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-gpu),canonicalize" | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-gpu),canonicalize)" | FileCheck %s
#map0 = affine_map<(d0, d1) -> (d1, d0)> #map0 = affine_map<(d0, d1) -> (d1, d0)>
#map1 = affine_map<(d0, d1, d2) -> (d0, d2)> #map1 = affine_map<(d0, d1, d2) -> (d0, d2)>
#map2 = affine_map<(d0, d1, d2) -> (d1, d2)> #map2 = affine_map<(d0, d1, d2) -> (d1, d2)>
#map3 = affine_map<(d0, d1, d2) -> (d0, d1)> #map3 = affine_map<(d0, d1, d2) -> (d0, d1)>
#map4 = affine_map<(d0) -> (d0, 0)> #map4 = affine_map<(d0) -> (d0, 0)>
// CHECK-LABEL: func @matmul // CHECK-LABEL: func @matmul
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mlir/test/Conversion/VectorToSCF/tensor-transfer-ops.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{lower-tensors=true})" -split-input-file -allow-unregistered-dialect | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{lower-tensors=true}))" -split-input-file -allow-unregistered-dialect | FileCheck %s
// CHECK-LABEL: func @transfer_read_2d( // CHECK-LABEL: func @transfer_read_2d(
// CHECK: %[[ALLOC:.*]] = memref.alloca() : memref<vector<4x9xf32>> // CHECK: %[[ALLOC:.*]] = memref.alloca() : memref<vector<4x9xf32>>
// CHECK: %[[CASTED:.*]] = vector.type_cast %[[ALLOC]] : memref<vector<4x9xf32>> to memref<4xvector<9xf32>> // CHECK: %[[CASTED:.*]] = vector.type_cast %[[ALLOC]] : memref<vector<4x9xf32>> to memref<4xvector<9xf32>>
// CHECK: scf.for {{.*}} { // CHECK: scf.for {{.*}} {
// CHECK: %[[READ:.*]] = vector.transfer_read %{{.*}}[{{.*}}], %cst {in_bounds = [true]} : tensor<?x?xf32>, vector<9xf32> // CHECK: %[[READ:.*]] = vector.transfer_read %{{.*}}[{{.*}}], %cst {in_bounds = [true]} : tensor<?x?xf32>, vector<9xf32>
// CHECK: memref.store %[[READ]], %[[CASTED]][%{{.*}}] : memref<4xvector<9xf32>> // CHECK: memref.store %[[READ]], %[[CASTED]][%{{.*}}] : memref<4xvector<9xf32>>
// CHECK: } // CHECK: }
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mlir/test/Conversion/VectorToSCF/unrolled-tensor-transfer-ops.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true lower-tensors=true})" -split-input-file -allow-unregistered-dialect | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true lower-tensors=true}))" -split-input-file -allow-unregistered-dialect | FileCheck %s
// CHECK-LABEL: func @transfer_read_2d( // CHECK-LABEL: func @transfer_read_2d(
// CHECK: %[[V_INIT:.*]] = arith.constant dense<-4.200000e+01> : vector<4x9xf32> // CHECK: %[[V_INIT:.*]] = arith.constant dense<-4.200000e+01> : vector<4x9xf32>
// CHECK: %[[V0:.*]] = vector.transfer_read %{{.*}}[{{.*}}], %{{.*}} {in_bounds = [true]} : tensor<?x?xf32>, vector<9xf32> // CHECK: %[[V0:.*]] = vector.transfer_read %{{.*}}[{{.*}}], %{{.*}} {in_bounds = [true]} : tensor<?x?xf32>, vector<9xf32>
// CHECK: %[[I0:.*]] = vector.insert %[[V0]], %[[V_INIT]] [0] : vector<9xf32> into vector<4x9xf32> // CHECK: %[[I0:.*]] = vector.insert %[[V0]], %[[V_INIT]] [0] : vector<9xf32> into vector<4x9xf32>
// CHECK: %[[V1:.*]] = vector.transfer_read %{{.*}}[{{.*}}], %{{.*}} {in_bounds = [true]} : tensor<?x?xf32>, vector<9xf32> // CHECK: %[[V1:.*]] = vector.transfer_read %{{.*}}[{{.*}}], %{{.*}} {in_bounds = [true]} : tensor<?x?xf32>, vector<9xf32>
// CHECK: %[[I1:.*]] = vector.insert %[[V1]], %[[I0]] [1] : vector<9xf32> into vector<4x9xf32> // CHECK: %[[I1:.*]] = vector.insert %[[V1]], %[[I0]] [1] : vector<9xf32> into vector<4x9xf32>
// CHECK: %[[V2:.*]] = vector.transfer_read %{{.*}}[{{.*}}], %{{.*}} {in_bounds = [true]} : tensor<?x?xf32>, vector<9xf32> // CHECK: %[[V2:.*]] = vector.transfer_read %{{.*}}[{{.*}}], %{{.*}} {in_bounds = [true]} : tensor<?x?xf32>, vector<9xf32>
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mlir/test/Conversion/VectorToSCF/unrolled-vector-to-loops.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true})" -split-input-file -allow-unregistered-dialect | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true}))" -split-input-file -allow-unregistered-dialect | FileCheck %s
// CHECK-LABEL: func @transfer_read_inbounds // CHECK-LABEL: func @transfer_read_inbounds
func.func @transfer_read_inbounds(%A : memref<?x?x?xf32>) -> (vector<2x3x4xf32>) { func.func @transfer_read_inbounds(%A : memref<?x?x?xf32>) -> (vector<2x3x4xf32>) {
%f0 = arith.constant 0.0: f32 %f0 = arith.constant 0.0: f32
%c0 = arith.constant 0: index %c0 = arith.constant 0: index
// CHECK: vector.transfer_read {{.*}} : memref<?x?x?xf32>, vector<4xf32> // CHECK: vector.transfer_read {{.*}} : memref<?x?x?xf32>, vector<4xf32>
// CHECK-NEXT: vector.insert {{.*}} [0, 0] : vector<4xf32> into vector<2x3x4xf32> // CHECK-NEXT: vector.insert {{.*}} [0, 0] : vector<4xf32> into vector<2x3x4xf32>
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mlir/test/Conversion/VectorToSCF/vector-to-scf-mask-and-permutation-map.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{lower-permutation-maps=true})" -split-input-file | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{lower-permutation-maps=true}))" -split-input-file | FileCheck %s
// Ensure that the permutation map is lowered (by inserting a transpose op) // Ensure that the permutation map is lowered (by inserting a transpose op)
// before lowering the vector.transfer_read. // before lowering the vector.transfer_read.
// CHECK-LABEL: func @transfer_read_2d_mask_transposed( // CHECK-LABEL: func @transfer_read_2d_mask_transposed(
// CHECK-DAG: %[[PADDING:.*]] = arith.constant dense<-4.200000e+01> : vector<9xf32> // CHECK-DAG: %[[PADDING:.*]] = arith.constant dense<-4.200000e+01> : vector<9xf32>
// CHECK-DAG: %[[MASK:.*]] = arith.constant dense<{{.*}}> : vector<9x4xi1> // CHECK-DAG: %[[MASK:.*]] = arith.constant dense<{{.*}}> : vector<9x4xi1>
// CHECK: %[[MASK_MEM:.*]] = memref.alloca() : memref<vector<4x9xi1>> // CHECK: %[[MASK_MEM:.*]] = memref.alloca() : memref<vector<4x9xi1>>
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mlir/test/Conversion/VectorToSCF/vector-to-scf.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf)" -split-input-file -allow-unregistered-dialect | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf))" -split-input-file -allow-unregistered-dialect | FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true})" -split-input-file -allow-unregistered-dialect | FileCheck %s --check-prefix=FULL-UNROLL // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true}))" -split-input-file -allow-unregistered-dialect | FileCheck %s --check-prefix=FULL-UNROLL
// CHECK-LABEL: func @vector_transfer_ops_0d( // CHECK-LABEL: func @vector_transfer_ops_0d(
func.func @vector_transfer_ops_0d(%M: memref<f32>) { func.func @vector_transfer_ops_0d(%M: memref<f32>) {
%f0 = arith.constant 0.0 : f32 %f0 = arith.constant 0.0 : f32
// 0-d transfers are left untouched by vector-to-scf. // 0-d transfers are left untouched by vector-to-scf.
// They are independently lowered to the proper memref.load/store. // They are independently lowered to the proper memref.load/store.
// CHECK: vector.transfer_read {{.*}}: memref<f32>, vector<f32> // CHECK: vector.transfer_read {{.*}}: memref<f32>, vector<f32>
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mlir/test/Dialect/Affine/canonicalize.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -split-input-file -pass-pipeline='func.func(canonicalize)' | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -split-input-file -pass-pipeline='builtin.module(func.func(canonicalize))' | FileCheck %s
// ----- // -----
// CHECK-DAG: #[[$MAP0:.*]] = affine_map<(d0) -> (d0 - 1)> // CHECK-DAG: #[[$MAP0:.*]] = affine_map<(d0) -> (d0 - 1)>
// CHECK-DAG: #[[$MAP1:.*]] = affine_map<(d0) -> (d0 + 1)> // CHECK-DAG: #[[$MAP1:.*]] = affine_map<(d0) -> (d0 + 1)>
// CHECK-LABEL: func @compose_affine_maps_1dto2d_no_symbols() { // CHECK-LABEL: func @compose_affine_maps_1dto2d_no_symbols() {
func.func @compose_affine_maps_1dto2d_no_symbols() { func.func @compose_affine_maps_1dto2d_no_symbols() {
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mlir/test/Dialect/Affine/loop-unswitch.mlir

// RUN: mlir-opt %s -split-input-file -pass-pipeline="func.func(test-affine-loop-unswitch)" | FileCheck %s // RUN: mlir-opt %s -split-input-file -pass-pipeline="builtin.module(func.func(test-affine-loop-unswitch))" | FileCheck %s
// CHECK-DAG: #[[$SET:.*]] = affine_set<(d0) : (d0 - 2 >= 0)> // CHECK-DAG: #[[$SET:.*]] = affine_set<(d0) : (d0 - 2 >= 0)>
// CHECK-LABEL: func @if_else_imperfect // CHECK-LABEL: func @if_else_imperfect
func.func @if_else_imperfect(%A : memref<100xi32>, %B : memref<100xi32>, %v : i32) { func.func @if_else_imperfect(%A : memref<100xi32>, %B : memref<100xi32>, %v : i32) {
// CHECK: %[[A:.*]]: memref<100xi32>, %[[B:.*]]: memref // CHECK: %[[A:.*]]: memref<100xi32>, %[[B:.*]]: memref
affine.for %i = 0 to 100 { affine.for %i = 0 to 100 {
affine.store %v, %A[%i] : memref<100xi32> affine.store %v, %A[%i] : memref<100xi32>
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mlir/test/Dialect/Affine/memref-stride-calculation.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(test-memref-stride-calculation)" -o /dev/null | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(test-memref-stride-calculation))" -o /dev/null | FileCheck %s
func.func @f(%0: index) { func.func @f(%0: index) {
// CHECK-LABEL: Testing: f // CHECK-LABEL: Testing: f
%1 = memref.alloc() : memref<3x4x5xf32> %1 = memref.alloc() : memref<3x4x5xf32>
// CHECK: MemRefType offset: 0 strides: 20, 5, 1 // CHECK: MemRefType offset: 0 strides: 20, 5, 1
%2 = memref.alloc(%0) : memref<3x4x?xf32> %2 = memref.alloc(%0) : memref<3x4x?xf32>
// CHECK: MemRefType offset: 0 strides: ?, ?, 1 // CHECK: MemRefType offset: 0 strides: ?, ?, 1
%3 = memref.alloc(%0) : memref<3x?x5xf32> %3 = memref.alloc(%0) : memref<3x?x5xf32>
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mlir/test/Dialect/ControlFlow/canonicalize.mlir

// RUN: mlir-opt %s -allow-unregistered-dialect -pass-pipeline='func.func(canonicalize)' -split-input-file | FileCheck --dump-input-context 20 %s // RUN: mlir-opt %s -allow-unregistered-dialect -pass-pipeline='builtin.module(func.func(canonicalize))' -split-input-file | FileCheck --dump-input-context 20 %s
/// Test the folding of BranchOp. /// Test the folding of BranchOp.
// CHECK-LABEL: func @br_folding( // CHECK-LABEL: func @br_folding(
func.func @br_folding() -> i32 { func.func @br_folding() -> i32 {
// CHECK-NEXT: %[[CST:.*]] = arith.constant 0 : i32 // CHECK-NEXT: %[[CST:.*]] = arith.constant 0 : i32
// CHECK-NEXT: return %[[CST]] : i32 // CHECK-NEXT: return %[[CST]] : i32
%c0_i32 = arith.constant 0 : i32 %c0_i32 = arith.constant 0 : i32
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mlir/test/Dialect/GPU/promotion.mlir

// RUN: mlir-opt -allow-unregistered-dialect -pass-pipeline='gpu.module(gpu.func(test-gpu-memory-promotion))' -split-input-file %s | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect -pass-pipeline='builtin.module(gpu.module(gpu.func(test-gpu-memory-promotion)))' -split-input-file %s | FileCheck %s
gpu.module @foo { gpu.module @foo {
// Verify that the attribution was indeed introduced // Verify that the attribution was indeed introduced
// CHECK-LABEL: @memref3d // CHECK-LABEL: @memref3d
// CHECK-SAME: (%[[arg:.*]]: memref<5x4xf32> // CHECK-SAME: (%[[arg:.*]]: memref<5x4xf32>
// CHECK-SAME: workgroup(%[[promoted:.*]] : memref<5x4xf32, 3>) // CHECK-SAME: workgroup(%[[promoted:.*]] : memref<5x4xf32, 3>)
gpu.func @memref3d(%arg0: memref<5x4xf32> {gpu.test_promote_workgroup}) kernel { gpu.func @memref3d(%arg0: memref<5x4xf32> {gpu.test_promote_workgroup}) kernel {
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mlir/test/Dialect/LLVMIR/terminator.mlir

// RUN: mlir-opt -pass-pipeline='func.func(canonicalize)' %s | FileCheck %s // RUN: mlir-opt -pass-pipeline='builtin.module(func.func(canonicalize))' %s | FileCheck %s
// verify that terminators survive the canonicalizer // verify that terminators survive the canonicalizer
// CHECK-LABEL: @return // CHECK-LABEL: @return
// CHECK: llvm.return // CHECK: llvm.return
func.func @return() { func.func @return() {
llvm.return llvm.return
} }
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mlir/test/Dialect/Linalg/convert-elementwise-to-linalg.mlir

// RUN: mlir-opt -pass-pipeline="func.func(convert-elementwise-to-linalg)" -split-input-file %s | FileCheck %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-elementwise-to-linalg))" -split-input-file %s | FileCheck %s
// In-depth checking of the linalg.generic op for a very trivial case. // In-depth checking of the linalg.generic op for a very trivial case.
// CHECK: #[[$MAP:.*]] = affine_map<() -> ()> // CHECK: #[[$MAP:.*]] = affine_map<() -> ()>
// CHECK-LABEL: func @addf_rank0 // CHECK-LABEL: func @addf_rank0
// CHECK-SAME: %[[ARG0:[0-9a-zA-Z]*]]: tensor<f32> // CHECK-SAME: %[[ARG0:[0-9a-zA-Z]*]]: tensor<f32>
// CHECK-SAME: %[[ARG1:[0-9a-zA-Z]*]]: tensor<f32> // CHECK-SAME: %[[ARG1:[0-9a-zA-Z]*]]: tensor<f32>
func.func @addf_rank0(%arg0: tensor<f32>, %arg1: tensor<f32>) -> tensor<f32> { func.func @addf_rank0(%arg0: tensor<f32>, %arg1: tensor<f32>) -> tensor<f32> {
// CHECK: %{{.*}} = linalg.generic // CHECK: %{{.*}} = linalg.generic
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mlir/test/Dialect/Linalg/detensorize_0d.mlir

// RUN: mlir-opt %s -allow-unregistered-dialect -pass-pipeline="func.func(linalg-detensorize{aggressive-mode})" | FileCheck %s // RUN: mlir-opt %s -allow-unregistered-dialect -pass-pipeline="builtin.module(func.func(linalg-detensorize{aggressive-mode}))" | FileCheck %s
#map = affine_map<() -> ()> #map = affine_map<() -> ()>
func.func @detensor_simple(%arg1: tensor<f32>, %arg2: tensor<f32>) -> tensor<f32> attributes {iree.module.export} { func.func @detensor_simple(%arg1: tensor<f32>, %arg2: tensor<f32>) -> tensor<f32> attributes {iree.module.export} {
%0 = tensor.empty() : tensor<f32> %0 = tensor.empty() : tensor<f32>
%1 = linalg.generic {indexing_maps = [#map, #map, #map], iterator_types = []} %1 = linalg.generic {indexing_maps = [#map, #map, #map], iterator_types = []}
ins(%arg1, %arg2 : tensor<f32>, tensor<f32>) ins(%arg1, %arg2 : tensor<f32>, tensor<f32>)
outs(%0 : tensor<f32>) { outs(%0 : tensor<f32>) {
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mlir/test/Dialect/Linalg/detensorize_br_operands.mlir

// RUN: mlir-opt %s -split-input-file -allow-unregistered-dialect -pass-pipeline="func.func(linalg-detensorize)" | FileCheck %s // RUN: mlir-opt %s -split-input-file -allow-unregistered-dialect -pass-pipeline="builtin.module(func.func(linalg-detensorize))" | FileCheck %s
// TODO: Detensoring breaks if %arg0 or %arg1 are passed directly as tensors. Fix that. // TODO: Detensoring breaks if %arg0 or %arg1 are passed directly as tensors. Fix that.
func.func @if_true_test(%arg0: i1, %arg1: i32) -> tensor<i32> attributes {} { func.func @if_true_test(%arg0: i1, %arg1: i32) -> tensor<i32> attributes {} {
%arg0_t = tensor.from_elements %arg0 : tensor<i1> %arg0_t = tensor.from_elements %arg0 : tensor<i1>
%arg1_t = tensor.from_elements %arg1 : tensor<i32> %arg1_t = tensor.from_elements %arg1 : tensor<i32>
%cst = arith.constant dense<10> : tensor<i32> %cst = arith.constant dense<10> : tensor<i32>
%2 = tensor.empty() : tensor<i8> %2 = tensor.empty() : tensor<i8>
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mlir/test/Dialect/Linalg/detensorize_if.mlir

// RUN: mlir-opt %s -split-input-file -allow-unregistered-dialect -pass-pipeline="func.func(linalg-detensorize)" | FileCheck %s // RUN: mlir-opt %s -split-input-file -allow-unregistered-dialect -pass-pipeline="builtin.module(func.func(linalg-detensorize))" | FileCheck %s
#map0 = affine_map<() -> ()> #map0 = affine_map<() -> ()>
#attrs = { #attrs = {
indexing_maps = [#map0, #map0, #map0], indexing_maps = [#map0, #map0, #map0],
iterator_types = [] iterator_types = []
} }
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mlir/test/Dialect/Linalg/detensorize_trivial.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(linalg-detensorize{aggressive-mode})" | FileCheck %s -check-prefix=DET-ALL // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(linalg-detensorize{aggressive-mode}))" | FileCheck %s -check-prefix=DET-ALL
// RUN: mlir-opt %s -pass-pipeline="func.func(linalg-detensorize)" | FileCheck %s -check-prefix=DET-CF // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(linalg-detensorize))" | FileCheck %s -check-prefix=DET-CF
#map0 = affine_map<() -> ()> #map0 = affine_map<() -> ()>
#attrs = { #attrs = {
indexing_maps = [#map0, #map0, #map0], indexing_maps = [#map0, #map0, #map0],
iterator_types = [] iterator_types = []
} }
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mlir/test/Dialect/Linalg/detensorize_while.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(linalg-detensorize{aggressive-mode})" | FileCheck %s -check-prefix=DET-ALL // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(linalg-detensorize{aggressive-mode}))" | FileCheck %s -check-prefix=DET-ALL
// RUN: mlir-opt %s -pass-pipeline="func.func(linalg-detensorize)" | FileCheck %s -check-prefix=DET-CF // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(linalg-detensorize))" | FileCheck %s -check-prefix=DET-CF
#map0 = affine_map<() -> ()> #map0 = affine_map<() -> ()>
#attrs = { #attrs = {
indexing_maps = [#map0, #map0, #map0], indexing_maps = [#map0, #map0, #map0],
iterator_types = [] iterator_types = []
} }
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mlir/test/Dialect/Linalg/detensorize_while_impure_cf.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(linalg-detensorize{aggressive-mode})" | FileCheck %s -check-prefix=DET-ALL // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(linalg-detensorize{aggressive-mode}))" | FileCheck %s -check-prefix=DET-ALL
// RUN: mlir-opt %s -pass-pipeline="func.func(linalg-detensorize)" | FileCheck %s -check-prefix=DET-CF // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(linalg-detensorize))" | FileCheck %s -check-prefix=DET-CF
#map0 = affine_map<() -> ()> #map0 = affine_map<() -> ()>
#map1 = affine_map<(i) -> ()> #map1 = affine_map<(i) -> ()>
#map2 = affine_map<(i) -> (i)> #map2 = affine_map<(i) -> (i)>
#attrs = { #attrs = {
indexing_maps = [#map0, #map0, #map0], indexing_maps = [#map0, #map0, #map0],
iterator_types = [] iterator_types = []
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mlir/test/Dialect/Linalg/detensorize_while_pure_cf.mlir

// RUN: mlir-opt %s -allow-unregistered-dialect -pass-pipeline="func.func(linalg-detensorize)" | FileCheck %s // RUN: mlir-opt %s -allow-unregistered-dialect -pass-pipeline="builtin.module(func.func(linalg-detensorize))" | FileCheck %s
#map0 = affine_map<() -> ()> #map0 = affine_map<() -> ()>
#attrs = { #attrs = {
indexing_maps = [#map0, #map0, #map0], indexing_maps = [#map0, #map0, #map0],
iterator_types = [] iterator_types = []
} }
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mlir/test/Dialect/Linalg/drop-unit-extent-dims.mlir

// RUN: mlir-opt %s -split-input-file -pass-pipeline="func.func(linalg-fold-unit-extent-dims)" | FileCheck %s // RUN: mlir-opt %s -split-input-file -pass-pipeline="builtin.module(func.func(linalg-fold-unit-extent-dims))" | FileCheck %s
#accesses = [ #accesses = [
affine_map<(i, j, k, l, m) -> (i, k, m)>, affine_map<(i, j, k, l, m) -> (i, k, m)>,
affine_map<(i, j, k, l, m) -> ()>, affine_map<(i, j, k, l, m) -> ()>,
affine_map<(i, j, k, l, m) -> (i, k, j, l, m)> affine_map<(i, j, k, l, m) -> (i, k, j, l, m)>
] ]
#trait = { #trait = {
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mlir/test/Dialect/Linalg/fold-unit-trip-loops.mlir

// RUN: mlir-opt %s -split-input-file -pass-pipeline="func.func(linalg-fold-unit-extent-dims{fold-one-trip-loops-only})" | FileCheck %s // RUN: mlir-opt %s -split-input-file -pass-pipeline="builtin.module(func.func(linalg-fold-unit-extent-dims{fold-one-trip-loops-only}))" | FileCheck %s
#accesses = [ #accesses = [
affine_map<(i, j, k, l, m) -> (i, k, m)>, affine_map<(i, j, k, l, m) -> (i, k, m)>,
affine_map<(i, j, k, l, m) -> (i, k, j, l, m)> affine_map<(i, j, k, l, m) -> (i, k, j, l, m)>
] ]
#trait = { #trait = {
iterator_types = ["parallel", "parallel", "parallel", "parallel", "parallel"], iterator_types = ["parallel", "parallel", "parallel", "parallel", "parallel"],
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mlir/test/Dialect/NVGPU/optimize-shared-memory.mlir

// RUN: mlir-opt %s -split-input-file --pass-pipeline='func.func(nvgpu-optimize-shared-memory)' | FileCheck %s // RUN: mlir-opt %s -split-input-file --pass-pipeline='builtin.module(func.func(nvgpu-optimize-shared-memory))' | FileCheck %s
// CHECK: @optimize_128x32xf16_32x128xf16([[arg0:%.+]]: memref<{{.*}}>, [[ldRow:%.+]]: index, [[ldCol:%.+]]: index, [[stRow:%.+]]: index, [[stCol:%.+]]: index, [[fragRow:%.+]]: index, [[fragCol:%.+]]: index) // CHECK: @optimize_128x32xf16_32x128xf16([[arg0:%.+]]: memref<{{.*}}>, [[ldRow:%.+]]: index, [[ldCol:%.+]]: index, [[stRow:%.+]]: index, [[stCol:%.+]]: index, [[fragRow:%.+]]: index, [[fragCol:%.+]]: index)
func.func @optimize_128x32xf16_32x128xf16(%arg0: memref<128x128xf16>, func.func @optimize_128x32xf16_32x128xf16(%arg0: memref<128x128xf16>,
%ldRow: index, %ldCol: index, %ldRow: index, %ldCol: index,
%stRow: index, %stCol: index, %stRow: index, %stCol: index,
%fragRow: index, %fragCol :index) %fragRow: index, %fragCol :index)
-> (vector<4x2xf16>, vector<4x2xf16>) { -> (vector<4x2xf16>, vector<4x2xf16>) {
// CHECK: [[shm:%.+]] = memref.alloc // CHECK: [[shm:%.+]] = memref.alloc
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mlir/test/Dialect/Quant/canonicalize.mlir

// RUN: mlir-opt %s -split-input-file -pass-pipeline='func.func(canonicalize)' | FileCheck %s // RUN: mlir-opt %s -split-input-file -pass-pipeline='builtin.module(func.func(canonicalize))' | FileCheck %s
// ----- // -----
// CHECK-LABEL: redundant_scast // CHECK-LABEL: redundant_scast
func.func @redundant_scast() -> tensor<4xi8> { func.func @redundant_scast() -> tensor<4xi8> {
// CHECK-NEXT: arith.constant dense<10> : tensor<4xi8> // CHECK-NEXT: arith.constant dense<10> : tensor<4xi8>
// CHECK-NEXT: return // CHECK-NEXT: return
%cst = arith.constant dense<5> : tensor<4xi8> %cst = arith.constant dense<5> : tensor<4xi8>
%1 = "quant.scast"(%cst) : (tensor<4xi8>) -> tensor<4x!quant.uniform<u8:f32, 7.812500e-03:128>> %1 = "quant.scast"(%cst) : (tensor<4xi8>) -> tensor<4x!quant.uniform<u8:f32, 7.812500e-03:128>>
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mlir/test/Dialect/SCF/canonicalize.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(canonicalize)' -split-input-file | FileCheck %s // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(canonicalize))' -split-input-file | FileCheck %s
// ----- // -----
func.func @single_iteration_some(%A: memref<?x?x?xi32>) { func.func @single_iteration_some(%A: memref<?x?x?xi32>) {
%c0 = arith.constant 0 : index %c0 = arith.constant 0 : index
%c1 = arith.constant 1 : index %c1 = arith.constant 1 : index
%c2 = arith.constant 2 : index %c2 = arith.constant 2 : index
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mlir/test/Dialect/SCF/for-loop-to-while-loop.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(scf-for-to-while)' -split-input-file | FileCheck %s // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(scf-for-to-while))' -split-input-file | FileCheck %s
// NOTE: Assertions have been autogenerated by utils/generate-test-checks.py // NOTE: Assertions have been autogenerated by utils/generate-test-checks.py
// CHECK-LABEL: func @single_loop( // CHECK-LABEL: func @single_loop(
// CHECK-SAME: %[[VAL_0:.*]]: memref<?xi32>, // CHECK-SAME: %[[VAL_0:.*]]: memref<?xi32>,
// CHECK-SAME: %[[VAL_1:.*]]: index, // CHECK-SAME: %[[VAL_1:.*]]: index,
// CHECK-SAME: %[[VAL_2:.*]]: i32) { // CHECK-SAME: %[[VAL_2:.*]]: i32) {
// CHECK: %[[VAL_3:.*]] = arith.constant 0 : index // CHECK: %[[VAL_3:.*]] = arith.constant 0 : index
// CHECK: %[[VAL_4:.*]] = arith.constant 1 : index // CHECK: %[[VAL_4:.*]] = arith.constant 1 : index
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mlir/test/Dialect/SCF/loop-range.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(scf-for-loop-range-folding)' -split-input-file | FileCheck %s // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(scf-for-loop-range-folding))' -split-input-file | FileCheck %s
func.func @fold_one_loop(%arg0: memref<?xi32>, %arg1: index, %arg2: index) { func.func @fold_one_loop(%arg0: memref<?xi32>, %arg1: index, %arg2: index) {
%c0 = arith.constant 0 : index %c0 = arith.constant 0 : index
%c1 = arith.constant 1 : index %c1 = arith.constant 1 : index
%c4 = arith.constant 4 : index %c4 = arith.constant 4 : index
scf.for %i = %c0 to %arg1 step %c1 { scf.for %i = %c0 to %arg1 step %c1 {
%0 = arith.addi %arg2, %i : index %0 = arith.addi %arg2, %i : index
%1 = arith.muli %0, %c4 : index %1 = arith.muli %0, %c4 : index
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mlir/test/Dialect/SCF/parallel-loop-fusion.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='func.func(scf-parallel-loop-fusion)' -split-input-file | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='builtin.module(func.func(scf-parallel-loop-fusion))' -split-input-file | FileCheck %s
func.func @fuse_empty_loops() { func.func @fuse_empty_loops() {
%c2 = arith.constant 2 : index %c2 = arith.constant 2 : index
%c0 = arith.constant 0 : index %c0 = arith.constant 0 : index
%c1 = arith.constant 1 : index %c1 = arith.constant 1 : index
scf.parallel (%i, %j) = (%c0, %c0) to (%c2, %c2) step (%c1, %c1) { scf.parallel (%i, %j) = (%c0, %c0) to (%c2, %c2) step (%c1, %c1) {
scf.yield scf.yield
} }
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mlir/test/Dialect/SCF/parallel-loop-tiling-inbound-check.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(scf-parallel-loop-tiling{parallel-loop-tile-sizes=1,4 no-min-max-bounds=true})' -split-input-file | FileCheck %s // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(scf-parallel-loop-tiling{parallel-loop-tile-sizes=1,4 no-min-max-bounds=true}))' -split-input-file | FileCheck %s
func.func @parallel_loop(%arg0 : index, %arg1 : index, %arg2 : index, func.func @parallel_loop(%arg0 : index, %arg1 : index, %arg2 : index,
%arg3 : index, %arg4 : index, %arg5 : index, %arg3 : index, %arg4 : index, %arg5 : index,
%A: memref<?x?xf32>, %B: memref<?x?xf32>, %A: memref<?x?xf32>, %B: memref<?x?xf32>,
%C: memref<?x?xf32>, %result: memref<?x?xf32>) { %C: memref<?x?xf32>, %result: memref<?x?xf32>) {
scf.parallel (%i0, %i1) = (%arg0, %arg1) to (%arg2, %arg3) step (%arg4, %arg5) { scf.parallel (%i0, %i1) = (%arg0, %arg1) to (%arg2, %arg3) step (%arg4, %arg5) {
%B_elem = memref.load %B[%i0, %i1] : memref<?x?xf32> %B_elem = memref.load %B[%i0, %i1] : memref<?x?xf32>
%C_elem = memref.load %C[%i0, %i1] : memref<?x?xf32> %C_elem = memref.load %C[%i0, %i1] : memref<?x?xf32>
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mlir/test/Dialect/SCF/parallel-loop-tiling.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(scf-parallel-loop-tiling{parallel-loop-tile-sizes=1,4})' -split-input-file | FileCheck %s // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(scf-parallel-loop-tiling{parallel-loop-tile-sizes=1,4}))' -split-input-file | FileCheck %s
func.func @parallel_loop(%arg0 : index, %arg1 : index, %arg2 : index, func.func @parallel_loop(%arg0 : index, %arg1 : index, %arg2 : index,
%arg3 : index, %arg4 : index, %arg5 : index, %arg3 : index, %arg4 : index, %arg5 : index,
%A: memref<?x?xf32>, %B: memref<?x?xf32>, %A: memref<?x?xf32>, %B: memref<?x?xf32>,
%C: memref<?x?xf32>, %result: memref<?x?xf32>) { %C: memref<?x?xf32>, %result: memref<?x?xf32>) {
scf.parallel (%i0, %i1) = (%arg0, %arg1) to (%arg2, %arg3) step (%arg4, %arg5) { scf.parallel (%i0, %i1) = (%arg0, %arg1) to (%arg2, %arg3) step (%arg4, %arg5) {
%B_elem = memref.load %B[%i0, %i1] : memref<?x?xf32> %B_elem = memref.load %B[%i0, %i1] : memref<?x?xf32>
%C_elem = memref.load %C[%i0, %i1] : memref<?x?xf32> %C_elem = memref.load %C[%i0, %i1] : memref<?x?xf32>
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mlir/test/Dialect/SPIRV/Transforms/canonicalize.mlir

// RUN: mlir-opt %s -split-input-file -pass-pipeline='func.func(canonicalize)' | FileCheck %s // RUN: mlir-opt %s -split-input-file -pass-pipeline='builtin.module(func.func(canonicalize))' | FileCheck %s
//===----------------------------------------------------------------------===// //===----------------------------------------------------------------------===//
// spirv.AccessChain // spirv.AccessChain
//===----------------------------------------------------------------------===// //===----------------------------------------------------------------------===//
func.func @combine_full_access_chain() -> f32 { func.func @combine_full_access_chain() -> f32 {
// CHECK: %[[INDEX:.*]] = spirv.Constant 0 // CHECK: %[[INDEX:.*]] = spirv.Constant 0
// CHECK-NEXT: %[[VAR:.*]] = spirv.Variable // CHECK-NEXT: %[[VAR:.*]] = spirv.Variable
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mlir/test/Dialect/SPIRV/Transforms/inlining.mlir

// RUN: mlir-opt %s -split-input-file -pass-pipeline='spirv.module(inline{default-pipeline=''})' | FileCheck %s // RUN: mlir-opt %s -split-input-file -pass-pipeline='builtin.module(spirv.module(inline{default-pipeline=''}))' | FileCheck %s
spirv.module Logical GLSL450 { spirv.module Logical GLSL450 {
spirv.func @callee() "None" { spirv.func @callee() "None" {
spirv.Return spirv.Return
} }
// CHECK-LABEL: @calling_single_block_ret_func // CHECK-LABEL: @calling_single_block_ret_func
spirv.func @calling_single_block_ret_func() "None" { spirv.func @calling_single_block_ret_func() "None" {
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mlir/test/Dialect/Vector/canonicalize.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(canonicalize)' -split-input-file -allow-unregistered-dialect | FileCheck %s // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(canonicalize))' -split-input-file -allow-unregistered-dialect | FileCheck %s
// ----- // -----
// CHECK-LABEL: create_vector_mask_to_constant_mask // CHECK-LABEL: create_vector_mask_to_constant_mask
func.func @create_vector_mask_to_constant_mask() -> (vector<4x3xi1>) { func.func @create_vector_mask_to_constant_mask() -> (vector<4x3xi1>) {
%c2 = arith.constant 2 : index %c2 = arith.constant 2 : index
%c3 = arith.constant 3 : index %c3 = arith.constant 3 : index
// CHECK: vector.constant_mask [3, 2] : vector<4x3xi1> // CHECK: vector.constant_mask [3, 2] : vector<4x3xi1>
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mlir/test/IR/diagnostic-handler-filter.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(test-diagnostic-filter{filters=mysource1})" -split-input-file -o - 2>&1 | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(test-diagnostic-filter{filters=mysource1}))" -split-input-file -o - 2>&1 | FileCheck %s
// This test verifies that diagnostic handler can emit the call stack successfully. // This test verifies that diagnostic handler can emit the call stack successfully.
// CHECK-LABEL: Test 'test1' // CHECK-LABEL: Test 'test1'
// CHECK-NEXT: mysource2:1:0: error: test diagnostic // CHECK-NEXT: mysource2:1:0: error: test diagnostic
// CHECK-NEXT: mysource3:2:0: note: called from // CHECK-NEXT: mysource3:2:0: note: called from
func.func private @test1() attributes { func.func private @test1() attributes {
test.loc = loc(callsite("foo"("mysource1":0:0) at callsite("mysource2":1:0 at "mysource3":2:0))) test.loc = loc(callsite("foo"("mysource1":0:0) at callsite("mysource2":1:0 at "mysource3":2:0)))
} }
// ----- // -----
// CHECK-LABEL: Test 'test2' // CHECK-LABEL: Test 'test2'
// CHECK-NEXT: mysource1:0:0: error: test diagnostic // CHECK-NEXT: mysource1:0:0: error: test diagnostic
func.func private @test2() attributes { func.func private @test2() attributes {
test.loc = loc("mysource1":0:0) test.loc = loc("mysource1":0:0)
} }

mlir/test/IR/test-clone.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="func.func(test-clone)" -split-input-file // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="builtin.module(func.func(test-clone))" -split-input-file
module { module {
func.func @fixpoint(%arg1 : i32) -> i32 { func.func @fixpoint(%arg1 : i32) -> i32 {
%r = "test.use"(%arg1) ({ %r = "test.use"(%arg1) ({
"test.yield"(%arg1) : (i32) -> () "test.yield"(%arg1) : (i32) -> ()
}) : (i32) -> i32 }) : (i32) -> i32
return %r : i32 return %r : i32
} }
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mlir/test/IR/test-matchers.mlir

// RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline="func.func(test-matchers)" -o /dev/null 2>&1 | FileCheck %s // RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline="builtin.module(func.func(test-matchers))" -o /dev/null 2>&1 | FileCheck %s
func.func @test1(%a: f32, %b: f32, %c: f32) { func.func @test1(%a: f32, %b: f32, %c: f32) {
%0 = arith.addf %a, %b: f32 %0 = arith.addf %a, %b: f32
%1 = arith.addf %a, %c: f32 %1 = arith.addf %a, %c: f32
%2 = arith.addf %c, %b: f32 %2 = arith.addf %c, %b: f32
%3 = arith.mulf %a, %2: f32 %3 = arith.mulf %a, %2: f32
%4 = arith.mulf %3, %1: f32 %4 = arith.mulf %3, %1: f32
%5 = arith.mulf %4, %4: f32 %5 = arith.mulf %4, %4: f32
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mlir/test/Integration/Dialect/Linalg/CPU/test-one-shot-bufferize.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(canonicalize,cse),one-shot-bufferize{bufferize-function-boundaries}" |\ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(canonicalize,cse),one-shot-bufferize{bufferize-function-boundaries})" |\
// RUN: mlir-opt -pass-pipeline="func.func(buffer-deallocation,convert-vector-to-scf,lower-affine,convert-linalg-to-loops)" |\ // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(buffer-deallocation,convert-vector-to-scf,lower-affine,convert-linalg-to-loops))" |\
// RUN: mlir-opt -pass-pipeline="func.func(canonicalize,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(canonicalize,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -O3 -e main -entry-point-result=void \ // RUN: mlir-cpu-runner -O3 -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext |\ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext |\
// RUN: FileCheck %s // RUN: FileCheck %s
#map0 = affine_map<(d0, d1)[s0] -> ((d1 - d0) ceildiv s0)> #map0 = affine_map<(d0, d1)[s0] -> ((d1 - d0) ceildiv s0)>
#map1 = affine_map<(d0, d1)[s0] -> ((d0 - d1) ceildiv s0)> #map1 = affine_map<(d0, d1)[s0] -> ((d0 - d1) ceildiv s0)>
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mlir/test/Integration/Dialect/Standard/CPU/test-ceil-floor-pos-neg.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf,memref-expand,arith-expand),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf,memref-expand,arith-expand),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
func.func @transfer_read_2d(%A : memref<40xi32>, %base1: index) { func.func @transfer_read_2d(%A : memref<40xi32>, %base1: index) {
%i42 = arith.constant -42: i32 %i42 = arith.constant -42: i32
%f = vector.transfer_read %A[%base1], %i42 %f = vector.transfer_read %A[%base1], %i42
{permutation_map = affine_map<(d0) -> (d0)>} : {permutation_map = affine_map<(d0) -> (d0)>} :
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mlir/test/Integration/Dialect/Vector/CPU/test-transfer-read-1d.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// Test for special cases of 1D vector transfer ops. // Test for special cases of 1D vector transfer ops.
memref.global "private" @gv : memref<5x6xf32> = memref.global "private" @gv : memref<5x6xf32> =
dense<[[0. , 1. , 2. , 3. , 4. , 5. ], dense<[[0. , 1. , 2. , 3. , 4. , 5. ],
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mlir/test/Integration/Dialect/Vector/CPU/test-transfer-read-2d.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
memref.global "private" @gv : memref<3x4xf32> = dense<[[0. , 1. , 2. , 3. ], memref.global "private" @gv : memref<3x4xf32> = dense<[[0. , 1. , 2. , 3. ],
[10., 11., 12., 13.], [10., 11., 12., 13.],
[20., 21., 22., 23.]]> [20., 21., 22., 23.]]>
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mlir/test/Integration/Dialect/Vector/CPU/test-transfer-read-3d.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true lower-permutation-maps=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
func.func @transfer_read_3d(%A : memref<?x?x?x?xf32>, func.func @transfer_read_3d(%A : memref<?x?x?x?xf32>,
%o: index, %a: index, %b: index, %c: index) { %o: index, %a: index, %b: index, %c: index) {
%fm42 = arith.constant -42.0: f32 %fm42 = arith.constant -42.0: f32
%f = vector.transfer_read %A[%o, %a, %b, %c], %fm42 %f = vector.transfer_read %A[%o, %a, %b, %c], %fm42
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mlir/test/Integration/Dialect/Vector/CPU/test-transfer-read.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e entry -entry-point-result=void \ // RUN: mlir-cpu-runner -e entry -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
func.func @transfer_read_1d(%A : memref<?xf32>, %base: index) { func.func @transfer_read_1d(%A : memref<?xf32>, %base: index) {
%fm42 = arith.constant -42.0: f32 %fm42 = arith.constant -42.0: f32
%f = vector.transfer_read %A[%base], %fm42 %f = vector.transfer_read %A[%base], %fm42
{permutation_map = affine_map<(d0) -> (d0)>} : {permutation_map = affine_map<(d0) -> (d0)>} :
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mlir/test/Integration/Dialect/Vector/CPU/test-transfer-to-loops.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf,lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e main -entry-point-result=void \ // RUN: mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-vector-to-scf{full-unroll=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-vector-to-scf{full-unroll=true},lower-affine,convert-scf-to-cf),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e main -entry-point-result=void \ // RUN: mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
#map0 = affine_map<(d0, d1) -> (d1, d0)> #map0 = affine_map<(d0, d1) -> (d1, d0)>
#map1 = affine_map<(d0, d1) -> (d1)> #map1 = affine_map<(d0, d1) -> (d1)>
func.func private @printMemrefF32(memref<*xf32>) func.func private @printMemrefF32(memref<*xf32>)
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mlir/test/Integration/Dialect/Vector/GPU/CUDA/test-reduction-distribute.mlir

// RUN: mlir-opt %s -test-vector-warp-distribute="hoist-uniform distribute-transfer-write propagate-distribution" -canonicalize |\ // RUN: mlir-opt %s -test-vector-warp-distribute="hoist-uniform distribute-transfer-write propagate-distribution" -canonicalize |\
// RUN: mlir-opt -test-vector-warp-distribute=rewrite-warp-ops-to-scf-if |\ // RUN: mlir-opt -test-vector-warp-distribute=rewrite-warp-ops-to-scf-if |\
// RUN: mlir-opt -lower-affine -convert-scf-to-cf -convert-vector-to-llvm \ // RUN: mlir-opt -lower-affine -convert-scf-to-cf -convert-vector-to-llvm \
// RUN: -convert-arith-to-llvm -gpu-kernel-outlining |\ // RUN: -convert-arith-to-llvm -gpu-kernel-outlining |\
// RUN: mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,reconcile-unrealized-casts,gpu-to-cubin)' |\ // RUN: mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,reconcile-unrealized-casts,gpu-to-cubin))' |\
// RUN: mlir-opt -gpu-to-llvm -reconcile-unrealized-casts |\ // RUN: mlir-opt -gpu-to-llvm -reconcile-unrealized-casts |\
// RUN: mlir-cpu-runner -e main -entry-point-result=void \ // RUN: mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// Run a tiled reduction fused with an elementwise op. // Run a tiled reduction fused with an elementwise op.
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mlir/test/Integration/Dialect/Vector/GPU/CUDA/test-warp-distribute.mlir

// Run the test cases without distributing ops to test default lowering. Run // Run the test cases without distributing ops to test default lowering. Run
// everything on the same thread. // everything on the same thread.
// RUN: mlir-opt %s -test-vector-warp-distribute=rewrite-warp-ops-to-scf-if -canonicalize | \ // RUN: mlir-opt %s -test-vector-warp-distribute=rewrite-warp-ops-to-scf-if -canonicalize | \
// RUN: mlir-opt -convert-scf-to-cf -convert-cf-to-llvm -convert-vector-to-llvm -convert-arith-to-llvm \ // RUN: mlir-opt -convert-scf-to-cf -convert-cf-to-llvm -convert-vector-to-llvm -convert-arith-to-llvm \
// RUN: -gpu-kernel-outlining |\ // RUN: -gpu-kernel-outlining |\
// RUN: mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,reconcile-unrealized-casts,gpu-to-cubin)' |\ // RUN: mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,reconcile-unrealized-casts,gpu-to-cubin))' |\
// RUN: mlir-opt -gpu-to-llvm -reconcile-unrealized-casts |\ // RUN: mlir-opt -gpu-to-llvm -reconcile-unrealized-casts |\
// RUN: mlir-cpu-runner -e main -entry-point-result=void \ // RUN: mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// Run the same test cases with distribution and propagation. // Run the same test cases with distribution and propagation.
// RUN: mlir-opt %s -test-vector-warp-distribute="hoist-uniform distribute-transfer-write" \ // RUN: mlir-opt %s -test-vector-warp-distribute="hoist-uniform distribute-transfer-write" \
// RUN: -test-vector-warp-distribute=rewrite-warp-ops-to-scf-if -canonicalize | \ // RUN: -test-vector-warp-distribute=rewrite-warp-ops-to-scf-if -canonicalize | \
// RUN: mlir-opt -convert-scf-to-cf -convert-cf-to-llvm -convert-vector-to-llvm -convert-arith-to-llvm \ // RUN: mlir-opt -convert-scf-to-cf -convert-cf-to-llvm -convert-vector-to-llvm -convert-arith-to-llvm \
// RUN: -gpu-kernel-outlining |\ // RUN: -gpu-kernel-outlining |\
// RUN: mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,reconcile-unrealized-casts,gpu-to-cubin)' |\ // RUN: mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,reconcile-unrealized-casts,gpu-to-cubin))' |\
// RUN: mlir-opt -gpu-to-llvm -reconcile-unrealized-casts |\ // RUN: mlir-opt -gpu-to-llvm -reconcile-unrealized-casts |\
// RUN: mlir-cpu-runner -e main -entry-point-result=void \ // RUN: mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
// RUN: mlir-opt %s -test-vector-warp-distribute="hoist-uniform distribute-transfer-write propagate-distribution" \ // RUN: mlir-opt %s -test-vector-warp-distribute="hoist-uniform distribute-transfer-write propagate-distribution" \
// RUN: -test-vector-warp-distribute=rewrite-warp-ops-to-scf-if -canonicalize | \ // RUN: -test-vector-warp-distribute=rewrite-warp-ops-to-scf-if -canonicalize | \
// RUN: mlir-opt -convert-scf-to-cf -convert-cf-to-llvm -convert-vector-to-llvm -convert-arith-to-llvm \ // RUN: mlir-opt -convert-scf-to-cf -convert-cf-to-llvm -convert-vector-to-llvm -convert-arith-to-llvm \
// RUN: -gpu-kernel-outlining |\ // RUN: -gpu-kernel-outlining |\
// RUN: mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,reconcile-unrealized-casts,gpu-to-cubin)' |\ // RUN: mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,reconcile-unrealized-casts,gpu-to-cubin))' |\
// RUN: mlir-opt -gpu-to-llvm -reconcile-unrealized-casts |\ // RUN: mlir-opt -gpu-to-llvm -reconcile-unrealized-casts |\
// RUN: mlir-cpu-runner -e main -entry-point-result=void \ // RUN: mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext | \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext | \
// RUN: FileCheck %s // RUN: FileCheck %s
func.func @gpu_func(%arg1: memref<32xf32>, %arg2: memref<32xf32>) { func.func @gpu_func(%arg1: memref<32xf32>, %arg2: memref<32xf32>) {
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mlir/test/Integration/GPU/CUDA/TensorCore/wmma-matmul-f16.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin{chip=sm_70})' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin{chip=sm_70}))' \
// RUN: | mlir-opt --convert-scf-to-cf -gpu-to-llvm \ // RUN: | mlir-opt --convert-scf-to-cf -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// Test case to check the working of Tensor cores on Nvidia GPUs. The kernel has already // Test case to check the working of Tensor cores on Nvidia GPUs. The kernel has already
// been outlined to prevent crashing due to introduction of an empty basic block by --gpu- // been outlined to prevent crashing due to introduction of an empty basic block by --gpu-
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mlir/test/Integration/GPU/CUDA/TensorCore/wmma-matmul-f32.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin{chip=sm_70})' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin{chip=sm_70}))' \
// RUN: | mlir-opt --convert-scf-to-cf -gpu-to-llvm \ // RUN: | mlir-opt --convert-scf-to-cf -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func @main() { func.func @main() {
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mlir/test/Integration/GPU/CUDA/all-reduce-and.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func @main() { func.func @main() {
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mlir/test/Integration/GPU/CUDA/all-reduce-max.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func @main() { func.func @main() {
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mlir/test/Integration/GPU/CUDA/all-reduce-min.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func @main() { func.func @main() {
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mlir/test/Integration/GPU/CUDA/all-reduce-op.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// CHECK-COUNT-8: [{{(5356, ){12}5356}}] // CHECK-COUNT-8: [{{(5356, ){12}5356}}]
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mlir/test/Integration/GPU/CUDA/all-reduce-or.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func @main() { func.func @main() {
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mlir/test/Integration/GPU/CUDA/all-reduce-region.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// CHECK: [{{(35, ){34}35}}] // CHECK: [{{(35, ){34}35}}]
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mlir/test/Integration/GPU/CUDA/all-reduce-xor.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func @main() { func.func @main() {
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mlir/test/Integration/GPU/CUDA/async.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-async-region -gpu-to-llvm \ // RUN: | mlir-opt -gpu-async-region -gpu-to-llvm \
// RUN: | mlir-opt -async-to-async-runtime -async-runtime-ref-counting \ // RUN: | mlir-opt -async-to-async-runtime -async-runtime-ref-counting \
// RUN: | mlir-opt -convert-async-to-llvm -convert-func-to-llvm \ // RUN: | mlir-opt -convert-async-to-llvm -convert-func-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_async_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_async_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void -O0 \ // RUN: --entry-point-result=void -O0 \
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mlir/test/Integration/GPU/CUDA/gpu-to-cubin.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
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mlir/test/Integration/GPU/CUDA/multiple-all-reduce.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func @main() { func.func @main() {
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mlir/test/Integration/GPU/CUDA/shuffle.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// CHECK: [4, 5, 6, 7, 0, 1, 2, 3, 12, -1, -1, -1, 8] // CHECK: [4, 5, 6, 7, 0, 1, 2, 3, 12, -1, -1, -1, 8]
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mlir/test/Integration/GPU/CUDA/two-modules.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin)' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-nvvm,gpu-to-cubin))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_cuda_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// CHECK: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] // CHECK: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
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mlir/test/Integration/GPU/ROCM/gpu-to-hsaco.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-rocdl,gpu-to-hsaco{chip=%chip})' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-rocdl,gpu-to-hsaco{chip=%chip}))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_rocm_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_rocm_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func @other_func(%arg0 : f32, %arg1 : memref<?xf32>) { func.func @other_func(%arg0 : f32, %arg1 : memref<?xf32>) {
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mlir/test/Integration/GPU/ROCM/printf.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-rocdl{index-bitwidth=32 runtime=HIP},gpu-to-hsaco{chip=%chip})' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-rocdl{index-bitwidth=32 runtime=HIP},gpu-to-hsaco{chip=%chip}))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_rocm_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_rocm_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// CHECK: Hello from 0 // CHECK: Hello from 0
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mlir/test/Integration/GPU/ROCM/two-modules.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-rocdl,gpu-to-hsaco{chip=%chip})' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-rocdl,gpu-to-hsaco{chip=%chip}))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_rocm_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_rocm_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// CHECK: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12] // CHECK: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]
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mlir/test/Integration/GPU/ROCM/vecadd.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -convert-scf-to-cf \ // RUN: | mlir-opt -convert-scf-to-cf \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-rocdl{use-bare-ptr-memref-call-conv=true},gpu-to-hsaco{chip=%chip})' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-rocdl{use-bare-ptr-memref-call-conv=true},gpu-to-hsaco{chip=%chip}))' \
// RUN: | mlir-opt -gpu-to-llvm=use-bare-pointers-for-kernels=true \ // RUN: | mlir-opt -gpu-to-llvm=use-bare-pointers-for-kernels=true \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_rocm_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_rocm_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func @vecadd(%arg0 : memref<5xf32>, %arg1 : memref<5xf32>, %arg2 : memref<5xf32>) { func.func @vecadd(%arg0 : memref<5xf32>, %arg1 : memref<5xf32>, %arg2 : memref<5xf32>) {
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mlir/test/Integration/GPU/ROCM/vector-transferops.mlir

// RUN: mlir-opt %s \ // RUN: mlir-opt %s \
// RUN: | mlir-opt -convert-scf-to-cf \ // RUN: | mlir-opt -convert-scf-to-cf \
// RUN: | mlir-opt -gpu-kernel-outlining \ // RUN: | mlir-opt -gpu-kernel-outlining \
// RUN: | mlir-opt -pass-pipeline='gpu.module(strip-debuginfo,convert-gpu-to-rocdl{chipset=%chip index-bitwidth=32},gpu-to-hsaco{chip=%chip})' \ // RUN: | mlir-opt -pass-pipeline='builtin.module(gpu.module(strip-debuginfo,convert-gpu-to-rocdl{chipset=%chip index-bitwidth=32},gpu-to-hsaco{chip=%chip}))' \
// RUN: | mlir-opt -gpu-to-llvm \ // RUN: | mlir-opt -gpu-to-llvm \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_rocm_runtime%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_rocm_runtime%shlibext \
// RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: --shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: --entry-point-result=void \ // RUN: --entry-point-result=void \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// TODO: swap for vector transfer reads if we ever create a --vector-to-amdgpu // TODO: swap for vector transfer reads if we ever create a --vector-to-amdgpu
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mlir/test/Pass/crash-recovery-dynamic-failure.mlir

// Check that local reproducers will also traverse dynamic pass pipelines. // Check that local reproducers will also traverse dynamic pass pipelines.
// RUN: mlir-opt %s -pass-pipeline='test-module-pass,test-dynamic-pipeline{op-name=inner_mod1 run-on-nested-operations=1 dynamic-pipeline=test-pass-failure}' -mlir-pass-pipeline-crash-reproducer=%t -verify-diagnostics -mlir-pass-pipeline-local-reproducer --mlir-disable-threading // RUN: mlir-opt %s -pass-pipeline='builtin.module(test-module-pass,test-dynamic-pipeline{op-name=inner_mod1 run-on-nested-operations=1 dynamic-pipeline=test-pass-failure})' -mlir-pass-pipeline-crash-reproducer=%t -verify-diagnostics -mlir-pass-pipeline-local-reproducer --mlir-disable-threading
// RUN: cat %t | FileCheck -check-prefix=REPRO_LOCAL_DYNAMIC_FAILURE %s // RUN: cat %t | FileCheck -check-prefix=REPRO_LOCAL_DYNAMIC_FAILURE %s
// The crash recovery mechanism will leak memory allocated in the crashing thread. // The crash recovery mechanism will leak memory allocated in the crashing thread.
// UNSUPPORTED: asan // UNSUPPORTED: asan
module @inner_mod1 { module @inner_mod1 {
// expected-error@below {{Failures have been detected while processing an MLIR pass pipeline}} // expected-error@below {{Failures have been detected while processing an MLIR pass pipeline}}
// expected-note@below {{Pipeline failed while executing}} // expected-note@below {{Pipeline failed while executing}}
module @foo {} module @foo {}
} }
// REPRO_LOCAL_DYNAMIC_FAILURE: module @inner_mod1 // REPRO_LOCAL_DYNAMIC_FAILURE: module @inner_mod1
// REPRO_LOCAL_DYNAMIC_FAILURE: module @foo { // REPRO_LOCAL_DYNAMIC_FAILURE: module @foo {
// REPRO_LOCAL_DYNAMIC_FAILURE: pipeline: "builtin.module(test-pass-failure)" // REPRO_LOCAL_DYNAMIC_FAILURE: pipeline: "builtin.module(test-pass-failure)"

mlir/test/Pass/crash-recovery.mlir

// RUN: mlir-opt %s -pass-pipeline='builtin.module(test-module-pass, test-pass-crash)' -mlir-pass-pipeline-crash-reproducer=%t -verify-diagnostics // RUN: mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-module-pass, test-pass-crash))' -mlir-pass-pipeline-crash-reproducer=%t -verify-diagnostics
// RUN: cat %t | FileCheck -check-prefix=REPRO %s // RUN: cat %t | FileCheck -check-prefix=REPRO %s
// RUN: mlir-opt %s -pass-pipeline='builtin.module(test-module-pass, test-pass-crash)' -mlir-pass-pipeline-crash-reproducer=%t -verify-diagnostics -mlir-pass-pipeline-local-reproducer -mlir-disable-threading // RUN: mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-module-pass, test-pass-crash))' -mlir-pass-pipeline-crash-reproducer=%t -verify-diagnostics -mlir-pass-pipeline-local-reproducer -mlir-disable-threading
// RUN: cat %t | FileCheck -check-prefix=REPRO_LOCAL %s // RUN: cat %t | FileCheck -check-prefix=REPRO_LOCAL %s
// Check that we correctly handle verifiers passes with local reproducer, this used to crash. // Check that we correctly handle verifiers passes with local reproducer, this used to crash.
// RUN: mlir-opt %s -test-module-pass -test-module-pass -test-module-pass -mlir-pass-pipeline-crash-reproducer=%t -mlir-pass-pipeline-local-reproducer -mlir-disable-threading // RUN: mlir-opt %s -test-module-pass -test-module-pass -test-module-pass -mlir-pass-pipeline-crash-reproducer=%t -mlir-pass-pipeline-local-reproducer -mlir-disable-threading
// RUN: cat %t | FileCheck -check-prefix=REPRO_LOCAL %s // RUN: cat %t | FileCheck -check-prefix=REPRO_LOCAL %s
// Check that local reproducers will also traverse dynamic pass pipelines. // Check that local reproducers will also traverse dynamic pass pipelines.
// RUN: mlir-opt %s -pass-pipeline='test-module-pass,test-dynamic-pipeline{op-name=inner_mod1 run-on-nested-operations=1 dynamic-pipeline=test-pass-crash}' -mlir-pass-pipeline-crash-reproducer=%t -verify-diagnostics -mlir-pass-pipeline-local-reproducer --mlir-disable-threading // RUN: mlir-opt %s -pass-pipeline='builtin.module(test-module-pass,test-dynamic-pipeline{op-name=inner_mod1 run-on-nested-operations=1 dynamic-pipeline=test-pass-crash})' -mlir-pass-pipeline-crash-reproducer=%t -verify-diagnostics -mlir-pass-pipeline-local-reproducer --mlir-disable-threading
// RUN: cat %t | FileCheck -check-prefix=REPRO_LOCAL_DYNAMIC %s // RUN: cat %t | FileCheck -check-prefix=REPRO_LOCAL_DYNAMIC %s
// The crash recovery mechanism will leak memory allocated in the crashing thread. // The crash recovery mechanism will leak memory allocated in the crashing thread.
// UNSUPPORTED: asan // UNSUPPORTED: asan
// expected-error@below {{Failures have been detected while processing an MLIR pass pipeline}} // expected-error@below {{Failures have been detected while processing an MLIR pass pipeline}}
// expected-note@below {{Pipeline failed while executing}} // expected-note@below {{Pipeline failed while executing}}
module @inner_mod1 { module @inner_mod1 {
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mlir/test/Pass/dynamic-pipeline-fail-on-parent.mlir

// RUN: mlir-opt %s -pass-pipeline='builtin.module(test-dynamic-pipeline{op-name=inner_mod1 run-on-parent=1 dynamic-pipeline=test-patterns})' -split-input-file -verify-diagnostics // RUN: mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-dynamic-pipeline{op-name=inner_mod1 run-on-parent=1 dynamic-pipeline=test-patterns}))' -split-input-file -verify-diagnostics
// Verify that we fail to schedule a dynamic pipeline on the parent operation. // Verify that we fail to schedule a dynamic pipeline on the parent operation.
// expected-error @+1 {{'builtin.module' op Trying to schedule a dynamic pipeline on an operation that isn't nested under the current operation}} // expected-error @+1 {{'builtin.module' op Trying to schedule a dynamic pipeline on an operation that isn't nested under the current operation}}
module { module {
module @inner_mod1 { module @inner_mod1 {
"test.symbol"() {sym_name = "foo"} : () -> () "test.symbol"() {sym_name = "foo"} : () -> ()
func.func private @bar() func.func private @bar()
} }
} }

mlir/test/Pass/dynamic-pipeline-nested.mlir

// RUN: mlir-opt %s -pass-pipeline='builtin.module(test-dynamic-pipeline{op-name=inner_mod1 dynamic-pipeline=cse})' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=NOTNESTED --check-prefix=CHECK // RUN: mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-dynamic-pipeline{op-name=inner_mod1 dynamic-pipeline=cse}))' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=NOTNESTED --check-prefix=CHECK
// RUN: mlir-opt %s -pass-pipeline='builtin.module(test-dynamic-pipeline{op-name=inner_mod1 run-on-nested-operations=1 dynamic-pipeline=cse})' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=NESTED --check-prefix=CHECK // RUN: mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-dynamic-pipeline{op-name=inner_mod1 run-on-nested-operations=1 dynamic-pipeline=cse}))' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=NESTED --check-prefix=CHECK
// Verify that we can schedule a dynamic pipeline on a nested operation // Verify that we can schedule a dynamic pipeline on a nested operation
func.func @f() { func.func @f() {
return return
} }
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mlir/test/Pass/dynamic-pipeline.mlir

// RUN: mlir-opt %s -pass-pipeline='builtin.module(test-dynamic-pipeline{op-name=inner_mod1, dynamic-pipeline=func.func(cse,canonicalize)})' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=MOD1 --check-prefix=MOD1-ONLY --check-prefix=CHECK // RUN: mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-dynamic-pipeline{op-name=inner_mod1, dynamic-pipeline=func.func(cse,canonicalize)}))' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=MOD1 --check-prefix=MOD1-ONLY --check-prefix=CHECK
// RUN: mlir-opt %s -pass-pipeline='builtin.module(test-dynamic-pipeline{op-name=inner_mod2, dynamic-pipeline=func.func(cse,canonicalize)})' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=MOD2 --check-prefix=MOD2-ONLY --check-prefix=CHECK // RUN: mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-dynamic-pipeline{op-name=inner_mod2, dynamic-pipeline=func.func(cse,canonicalize)}))' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=MOD2 --check-prefix=MOD2-ONLY --check-prefix=CHECK
// RUN: mlir-opt %s -pass-pipeline='builtin.module(test-dynamic-pipeline{op-name=inner_mod1,inner_mod2, dynamic-pipeline=func.func(cse,canonicalize)})' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=MOD1 --check-prefix=MOD2 --check-prefix=CHECK // RUN: mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-dynamic-pipeline{op-name=inner_mod1,inner_mod2, dynamic-pipeline=func.func(cse,canonicalize)}))' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=MOD1 --check-prefix=MOD2 --check-prefix=CHECK
// RUN: mlir-opt %s -pass-pipeline='builtin.module(test-dynamic-pipeline{dynamic-pipeline=func.func(cse,canonicalize)})' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=MOD1 --check-prefix=MOD2 --check-prefix=CHECK // RUN: mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-dynamic-pipeline{dynamic-pipeline=func.func(cse,canonicalize)}))' --mlir-disable-threading -mlir-print-ir-before-all 2>&1 | FileCheck %s --check-prefix=MOD1 --check-prefix=MOD2 --check-prefix=CHECK
func.func @f() { func.func @f() {
return return
} }
// CHECK: IR Dump Before // CHECK: IR Dump Before
// CHECK-SAME: TestDynamicPipelinePass // CHECK-SAME: TestDynamicPipelinePass
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mlir/test/Pass/generic-pipeline.mlir

// RUN: mlir-opt %s -verify-diagnostics -pass-pipeline='any(cse, test-interface-pass)' -allow-unregistered-dialect -o /dev/null // RUN: mlir-opt %s -verify-diagnostics -pass-pipeline='builtin.module(any(cse, test-interface-pass))' -allow-unregistered-dialect -o /dev/null
// Test that we execute generic pipelines correctly. The `cse` pass is fully generic and should execute // Test that we execute generic pipelines correctly. The `cse` pass is fully generic and should execute
// on both the module and the func. The `test-interface-pass` filters based on FunctionOpInterface and // on both the module and the func. The `test-interface-pass` filters based on FunctionOpInterface and
// should only execute on the func. // should only execute on the func.
// expected-remark@below {{Executing interface pass on operation}} // expected-remark@below {{Executing interface pass on operation}}
func.func @main() -> (i1, i1) { func.func @main() -> (i1, i1) {
// CHECK-LABEL: func @main // CHECK-LABEL: func @main
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mlir/test/Pass/interface-pass.mlir

// RUN: mlir-opt %s -verify-diagnostics -pass-pipeline='func.func(test-interface-pass)' -o /dev/null // RUN: mlir-opt %s -verify-diagnostics -pass-pipeline='builtin.module(func.func(test-interface-pass))' -o /dev/null
// Test that we run the interface pass on the function. // Test that we run the interface pass on the function.
// expected-remark@below {{Executing interface pass on operation}} // expected-remark@below {{Executing interface pass on operation}}
func.func @main() { func.func @main() {
return return
} }

mlir/test/Pass/invalid-interface-pass.mlir

// RUN: not mlir-opt %s -pass-pipeline='test-interface-pass' 2>&1 | FileCheck %s // RUN: not mlir-opt %s -pass-pipeline='builtin.module(test-interface-pass)' 2>&1 | FileCheck %s
// Test that we emit an error when an interface pass is added to a pass manager it can't be scheduled on. // Test that we emit an error when an interface pass is added to a pass manager it can't be scheduled on.
// CHECK: unable to schedule pass '{{.*}}' on a PassManager intended to run on 'builtin.module'! // CHECK: unable to schedule pass '{{.*}}' on a PassManager intended to run on 'builtin.module'!
func.func @main() { func.func @main() {
return return
} }

mlir/test/Pass/invalid-ir-print-after-failure.mlir

// RUN: not mlir-opt %s -pass-pipeline='func.func(test-pass-create-invalid-ir{emit-invalid-ir=true signal-pass-failure=true})' -mlir-print-ir-after-failure 2>&1 | FileCheck %s --check-prefix=CHECK-GENERIC // RUN: not mlir-opt %s -pass-pipeline='builtin.module(func.func(test-pass-create-invalid-ir{emit-invalid-ir=true signal-pass-failure=true}))' -mlir-print-ir-after-failure 2>&1 | FileCheck %s --check-prefix=CHECK-GENERIC
// RUN: not mlir-opt %s -pass-pipeline='func.func(test-pass-create-invalid-ir{emit-invalid-ir=true signal-pass-failure=false})' -mlir-print-ir-after-failure 2>&1 | FileCheck %s --check-prefix=CHECK-GENERIC // RUN: not mlir-opt %s -pass-pipeline='builtin.module(func.func(test-pass-create-invalid-ir{emit-invalid-ir=true signal-pass-failure=false}))' -mlir-print-ir-after-failure 2>&1 | FileCheck %s --check-prefix=CHECK-GENERIC
// RUN: not mlir-opt %s -pass-pipeline='func.func(test-pass-create-invalid-ir{emit-invalid-ir=false signal-pass-failure=true})' -mlir-print-ir-after-failure 2>&1 | FileCheck %s --check-prefix=CHECK-CUSTOM // RUN: not mlir-opt %s -pass-pipeline='builtin.module(func.func(test-pass-create-invalid-ir{emit-invalid-ir=false signal-pass-failure=true}))' -mlir-print-ir-after-failure 2>&1 | FileCheck %s --check-prefix=CHECK-CUSTOM
// RUN: mlir-opt %s -pass-pipeline='func.func(test-pass-create-invalid-ir{emit-invalid-ir=false signal-pass-failure=false})' -mlir-print-ir-after-failure 2>&1 | FileCheck %s --check-prefix=CHECK-CUSTOM // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(test-pass-create-invalid-ir{emit-invalid-ir=false signal-pass-failure=false}))' -mlir-print-ir-after-failure 2>&1 | FileCheck %s --check-prefix=CHECK-CUSTOM
// Check that `-mlir-print-assume-verified` will print custom even when the IR is invalid. // Check that `-mlir-print-assume-verified` will print custom even when the IR is invalid.
// RUN: not mlir-opt %s -pass-pipeline='func.func(test-pass-create-invalid-ir{emit-invalid-ir=true signal-pass-failure=true})' -mlir-print-ir-after-failure 2>&1 -mlir-print-assume-verified | FileCheck %s --check-prefix=CHECK-CUSTOM // RUN: not mlir-opt %s -pass-pipeline='builtin.module(func.func(test-pass-create-invalid-ir{emit-invalid-ir=true signal-pass-failure=true}))' -mlir-print-ir-after-failure 2>&1 -mlir-print-assume-verified | FileCheck %s --check-prefix=CHECK-CUSTOM
// RUN: not mlir-opt %s -pass-pipeline='func.func(test-pass-create-invalid-ir{emit-invalid-ir=true signal-pass-failure=false})' -mlir-print-ir-after-failure 2>&1 -mlir-print-assume-verified | FileCheck %s --check-prefix=CHECK-CUSTOM // RUN: not mlir-opt %s -pass-pipeline='builtin.module(func.func(test-pass-create-invalid-ir{emit-invalid-ir=true signal-pass-failure=false}))' -mlir-print-ir-after-failure 2>&1 -mlir-print-assume-verified | FileCheck %s --check-prefix=CHECK-CUSTOM
// Test whether we print generically or not on pass failure, depending on whether there is invalid IR or not. // Test whether we print generically or not on pass failure, depending on whether there is invalid IR or not.
// CHECK-CUSTOM: func @TestCreateInvalidCallInPass // CHECK-CUSTOM: func @TestCreateInvalidCallInPass
// CHECK-GENERIC: "func.func" // CHECK-GENERIC: "func.func"
func.func @TestCreateInvalidCallInPass() { func.func @TestCreateInvalidCallInPass() {
return return
} }

mlir/test/Pass/invalid-parent.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(test-pass-invalid-parent)' -verify-diagnostics // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(test-pass-invalid-parent))' -verify-diagnostics
// Test that we properly report errors when the parent becomes invalid after running a pass // Test that we properly report errors when the parent becomes invalid after running a pass
// on a child operation. // on a child operation.
// expected-error@below {{'some_unknown_func' does not reference a valid function}} // expected-error@below {{'some_unknown_func' does not reference a valid function}}
func.func @TestCreateInvalidCallInPass() { func.func @TestCreateInvalidCallInPass() {
return return
} }

mlir/test/Pass/invalid-pass.mlir

// RUN: not mlir-opt %s -pass-pipeline='builtin.module(test-module-pass{test-option=a})' 2>&1 | FileCheck %s // RUN: not mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-module-pass{test-option=a}))' 2>&1 | FileCheck %s
// CHECK: <Pass-Options-Parser>: no such option test-option // CHECK: <Pass-Options-Parser>: no such option test-option
// CHECK: failed to add `test-module-pass` with options `test-option=a` // CHECK: failed to add `test-module-pass` with options `test-option=a`
// CHECK: failed to add `builtin.module` with options `` to inner pipeline // CHECK: failed to add `builtin.module` with options `` to inner pipeline
module {} module {}

mlir/test/Pass/ir-printing.mlir

// RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='func.func(cse,canonicalize)' -mlir-print-ir-before=cse -o /dev/null 2>&1 | FileCheck -check-prefix=BEFORE %s // RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='builtin.module(func.func(cse,canonicalize))' -mlir-print-ir-before=cse -o /dev/null 2>&1 | FileCheck -check-prefix=BEFORE %s
// RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='func.func(cse,canonicalize)' -mlir-print-ir-before-all -o /dev/null 2>&1 | FileCheck -check-prefix=BEFORE_ALL %s // RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='builtin.module(func.func(cse,canonicalize))' -mlir-print-ir-before-all -o /dev/null 2>&1 | FileCheck -check-prefix=BEFORE_ALL %s
// RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='func.func(cse,canonicalize)' -mlir-print-ir-after=cse -o /dev/null 2>&1 | FileCheck -check-prefix=AFTER %s // RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='builtin.module(func.func(cse,canonicalize))' -mlir-print-ir-after=cse -o /dev/null 2>&1 | FileCheck -check-prefix=AFTER %s
// RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='func.func(cse,canonicalize)' -mlir-print-ir-after-all -o /dev/null 2>&1 | FileCheck -check-prefix=AFTER_ALL %s // RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='builtin.module(func.func(cse,canonicalize))' -mlir-print-ir-after-all -o /dev/null 2>&1 | FileCheck -check-prefix=AFTER_ALL %s
// RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='func.func(cse,canonicalize)' -mlir-print-ir-before=cse -mlir-print-ir-module-scope -o /dev/null 2>&1 | FileCheck -check-prefix=BEFORE_MODULE %s // RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='builtin.module(func.func(cse,canonicalize))' -mlir-print-ir-before=cse -mlir-print-ir-module-scope -o /dev/null 2>&1 | FileCheck -check-prefix=BEFORE_MODULE %s
// RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='func.func(cse,cse)' -mlir-print-ir-after-all -mlir-print-ir-after-change -o /dev/null 2>&1 | FileCheck -check-prefix=AFTER_ALL_CHANGE %s // RUN: mlir-opt %s -mlir-disable-threading=true -pass-pipeline='builtin.module(func.func(cse,cse))' -mlir-print-ir-after-all -mlir-print-ir-after-change -o /dev/null 2>&1 | FileCheck -check-prefix=AFTER_ALL_CHANGE %s
// RUN: not mlir-opt %s -mlir-disable-threading=true -pass-pipeline='func.func(cse,test-pass-failure)' -mlir-print-ir-after-failure -o /dev/null 2>&1 | FileCheck -check-prefix=AFTER_FAILURE %s // RUN: not mlir-opt %s -mlir-disable-threading=true -pass-pipeline='builtin.module(func.func(cse,test-pass-failure))' -mlir-print-ir-after-failure -o /dev/null 2>&1 | FileCheck -check-prefix=AFTER_FAILURE %s
func.func @foo() { func.func @foo() {
%0 = arith.constant 0 : i32 %0 = arith.constant 0 : i32
return return
} }
func.func @bar() { func.func @bar() {
return return
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mlir/test/Pass/pass-timing.mlir

// RUN: mlir-opt %s -mlir-disable-threading=true -verify-each=true -pass-pipeline='func.func(cse,canonicalize,cse)' -mlir-timing -mlir-timing-display=list 2>&1 | FileCheck -check-prefix=LIST %s // RUN: mlir-opt %s -mlir-disable-threading=true -verify-each=true -pass-pipeline='builtin.module(func.func(cse,canonicalize,cse))' -mlir-timing -mlir-timing-display=list 2>&1 | FileCheck -check-prefix=LIST %s
// RUN: mlir-opt %s -mlir-disable-threading=true -verify-each=true -pass-pipeline='func.func(cse,canonicalize,cse)' -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck -check-prefix=PIPELINE %s // RUN: mlir-opt %s -mlir-disable-threading=true -verify-each=true -pass-pipeline='builtin.module(func.func(cse,canonicalize,cse))' -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck -check-prefix=PIPELINE %s
// RUN: mlir-opt %s -mlir-disable-threading=false -verify-each=true -pass-pipeline='func.func(cse,canonicalize,cse)' -mlir-timing -mlir-timing-display=list 2>&1 | FileCheck -check-prefix=MT_LIST %s // RUN: mlir-opt %s -mlir-disable-threading=false -verify-each=true -pass-pipeline='builtin.module(func.func(cse,canonicalize,cse))' -mlir-timing -mlir-timing-display=list 2>&1 | FileCheck -check-prefix=MT_LIST %s
// RUN: mlir-opt %s -mlir-disable-threading=false -verify-each=true -pass-pipeline='func.func(cse,canonicalize,cse)' -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck -check-prefix=MT_PIPELINE %s // RUN: mlir-opt %s -mlir-disable-threading=false -verify-each=true -pass-pipeline='builtin.module(func.func(cse,canonicalize,cse))' -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck -check-prefix=MT_PIPELINE %s
// RUN: mlir-opt %s -mlir-disable-threading=true -verify-each=false -test-pm-nested-pipeline -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck -check-prefix=NESTED_PIPELINE %s // RUN: mlir-opt %s -mlir-disable-threading=true -verify-each=false -test-pm-nested-pipeline -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck -check-prefix=NESTED_PIPELINE %s
// LIST: Execution time report // LIST: Execution time report
// LIST: Total Execution Time: // LIST: Total Execution Time:
// LIST: Name // LIST: Name
// LIST-DAG: Canonicalizer // LIST-DAG: Canonicalizer
// LIST-DAG: CSE // LIST-DAG: CSE
// LIST-DAG: DominanceInfo // LIST-DAG: DominanceInfo
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mlir/test/Pass/pipeline-options-parsing.mlir

// RUN: not mlir-opt %s -pass-pipeline='builtin.module(test-module-pass{)' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_1 %s // RUN: not mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-module-pass{))' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_1 %s
// RUN: not mlir-opt %s -pass-pipeline='builtin.module(test-module-pass{test-option=3})' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_2 %s // RUN: not mlir-opt %s -pass-pipeline='builtin.module(builtin.module(test-module-pass{test-option=3}))' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_2 %s
// RUN: not mlir-opt %s -pass-pipeline='builtin.module(func.func(test-options-pass{list=3}), test-module-pass{invalid-option=3})' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_3 %s // RUN: not mlir-opt %s -pass-pipeline='builtin.module(builtin.module(func.func(test-options-pass{list=3}), test-module-pass{invalid-option=3}))' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_3 %s
// RUN: not mlir-opt %s -pass-pipeline='test-options-pass{list=3 list=notaninteger}' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_4 %s // RUN: not mlir-opt %s -pass-pipeline='builtin.module(test-options-pass{list=3 list=notaninteger})' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_4 %s
// RUN: mlir-opt %s -pass-pipeline='func.func(test-options-pass{list=1,2,3,4 list=5 string=value1 string=value2})' // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(test-options-pass{list=1,2,3,4 list=5 string=value1 string=value2}))'
// RUN: mlir-opt %s -verify-each=false -pass-pipeline='func.func(test-options-pass{string-list=a list=1,2,3,4 string-list=b,c list=5 string-list=d string=nested_pipeline{arg1=10 arg2=" {} " arg3=true}})' -dump-pass-pipeline 2>&1 | FileCheck --check-prefix=CHECK_1 %s // RUN: mlir-opt %s -verify-each=false -pass-pipeline='builtin.module(func.func(test-options-pass{string-list=a list=1,2,3,4 string-list=b,c list=5 string-list=d string=nested_pipeline{arg1=10 arg2=" {} " arg3=true}}))' -dump-pass-pipeline 2>&1 | FileCheck --check-prefix=CHECK_1 %s
// RUN: mlir-opt %s -verify-each=false -test-options-pass-pipeline='list=1 string-list=a,b' -dump-pass-pipeline 2>&1 | FileCheck --check-prefix=CHECK_2 %s // RUN: mlir-opt %s -verify-each=false -test-options-pass-pipeline='list=1 string-list=a,b' -dump-pass-pipeline 2>&1 | FileCheck --check-prefix=CHECK_2 %s
// RUN: mlir-opt %s -verify-each=false -pass-pipeline='builtin.module(func.func(test-options-pass{list=3}), func.func(test-options-pass{list=1,2,3,4}))' -dump-pass-pipeline 2>&1 | FileCheck --check-prefix=CHECK_3 %s // RUN: mlir-opt %s -verify-each=false -pass-pipeline='builtin.module(builtin.module(func.func(test-options-pass{list=3}), func.func(test-options-pass{list=1,2,3,4})))' -dump-pass-pipeline 2>&1 | FileCheck --check-prefix=CHECK_3 %s
// CHECK_ERROR_1: missing closing '}' while processing pass options // CHECK_ERROR_1: missing closing '}' while processing pass options
// CHECK_ERROR_2: no such option test-option // CHECK_ERROR_2: no such option test-option
// CHECK_ERROR_3: no such option invalid-option // CHECK_ERROR_3: no such option invalid-option
// CHECK_ERROR_4: 'notaninteger' value invalid for integer argument // CHECK_ERROR_4: 'notaninteger' value invalid for integer argument
// CHECK_1: test-options-pass{list=1,2,3,4,5 string=nested_pipeline{arg1=10 arg2=" {} " arg3=true} string-list=a,b,c,d} // CHECK_1: test-options-pass{list=1,2,3,4,5 string=nested_pipeline{arg1=10 arg2=" {} " arg3=true} string-list=a,b,c,d}
// CHECK_2: test-options-pass{list=1 string= string-list=a,b} // CHECK_2: test-options-pass{list=1 string= string-list=a,b}
// CHECK_3: builtin.module(builtin.module(func.func(test-options-pass{list=3 string= }),func.func(test-options-pass{list=1,2,3,4 string= }))) // CHECK_3: builtin.module(builtin.module(func.func(test-options-pass{list=3 string= }),func.func(test-options-pass{list=1,2,3,4 string= })))

mlir/test/Pass/pipeline-parsing.mlir

// RUN: mlir-opt %s -mlir-disable-threading -pass-pipeline='builtin.module(test-module-pass,func.func(test-function-pass)),func.func(test-function-pass),func.func(cse,canonicalize)' -verify-each=false -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck %s // RUN: mlir-opt %s -mlir-disable-threading -pass-pipeline='builtin.module(builtin.module(test-module-pass,func.func(test-function-pass)),func.func(test-function-pass),func.func(cse,canonicalize))' -verify-each=false -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck %s
// RUN: mlir-opt %s -mlir-disable-threading -test-textual-pm-nested-pipeline -verify-each=false -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck %s --check-prefix=TEXTUAL_CHECK // RUN: mlir-opt %s -mlir-disable-threading -test-textual-pm-nested-pipeline -verify-each=false -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck %s --check-prefix=TEXTUAL_CHECK
// RUN: mlir-opt %s -mlir-disable-threading -pass-pipeline='builtin.module(test-module-pass),any(test-interface-pass),any(test-interface-pass),func.func(test-function-pass),any(canonicalize),func.func(cse)' -verify-each=false -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck %s --check-prefix=GENERIC_MERGE_CHECK // RUN: mlir-opt %s -mlir-disable-threading -pass-pipeline='builtin.module(builtin.module(test-module-pass),any(test-interface-pass),any(test-interface-pass),func.func(test-function-pass),any(canonicalize),func.func(cse))' -verify-each=false -mlir-timing -mlir-timing-display=tree 2>&1 | FileCheck %s --check-prefix=GENERIC_MERGE_CHECK
// RUN: not mlir-opt %s -pass-pipeline='builtin.module(test-module-pass' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_1 %s // RUN: not mlir-opt %s -pass-pipeline='any(builtin.module(test-module-pass)' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_1 %s
// RUN: not mlir-opt %s -pass-pipeline='builtin.module(test-module-pass))' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_2 %s // RUN: not mlir-opt %s -pass-pipeline='builtin.module(test-module-pass))' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_2 %s
// RUN: not mlir-opt %s -pass-pipeline='builtin.module()(' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_3 %s // RUN: not mlir-opt %s -pass-pipeline='any(builtin.module()()' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_3 %s
// RUN: not mlir-opt %s -pass-pipeline=',' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_4 %s // RUN: not mlir-opt %s -pass-pipeline='any(,)' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_4 %s
// RUN: not mlir-opt %s -pass-pipeline='func.func(test-module-pass)' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_5 %s // RUN: not mlir-opt %s -pass-pipeline='func.func(test-module-pass)' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_5 %s
// CHECK_ERROR_1: encountered unbalanced parentheses while parsing pipeline // CHECK_ERROR_1: encountered unbalanced parentheses while parsing pipeline
// CHECK_ERROR_2: encountered extra closing ')' creating unbalanced parentheses while parsing pipeline // CHECK_ERROR_2: encountered extra closing ')' creating unbalanced parentheses while parsing pipeline
// CHECK_ERROR_3: expected ',' after parsing pipeline // CHECK_ERROR_3: expected ',' after parsing pipeline
// CHECK_ERROR_4: does not refer to a registered pass or pass pipeline // CHECK_ERROR_4: does not refer to a registered pass or pass pipeline
// CHECK_ERROR_5: Can't add pass '{{.*}}TestModulePass' restricted to 'builtin.module' on a PassManager intended to run on 'func.func', did you intend to nest? // CHECK_ERROR_5: Can't add pass '{{.*}}TestModulePass' restricted to 'builtin.module' on a PassManager intended to run on 'func.func', did you intend to nest?
// RUN: not mlir-opt %s -pass-pipeline='' -cse 2>&1 | FileCheck --check-prefix=CHECK_ERROR_6 %s // RUN: not mlir-opt %s -pass-pipeline='' -cse 2>&1 | FileCheck --check-prefix=CHECK_ERROR_6 %s
// CHECK_ERROR_6: '-pass-pipeline' option can't be used with individual pass options // CHECK_ERROR_6: '-pass-pipeline' option can't be used with individual pass options
// RUN: not mlir-opt %s -pass-pipeline='wrong-op()' 2>&1 | FileCheck --check-prefix=CHECK_ERROR_7 %s
// CHECK_ERROR_7: can't run 'wrong-op' pass manager on 'builtin.module' op
// RUN: mlir-opt %s -pass-pipeline='any(cse)' -dump-pass-pipeline 2>&1 | FileCheck %s -check-prefix=CHECK_ROUNDTRIP
// CHECK_ROUNDTRIP: any(cse)
func.func @foo() { func.func @foo() {
return return
} }
module { module {
func.func @foo() { func.func @foo() {
return return
} }
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mlir/test/Pass/pipeline-stats.mlir

// REQUIRES: asserts // REQUIRES: asserts
// RUN: mlir-opt %s -verify-each=true -pass-pipeline='func.func(test-stats-pass,test-stats-pass)' -mlir-pass-statistics -mlir-pass-statistics-display=list 2>&1 | FileCheck -check-prefix=LIST %s // RUN: mlir-opt %s -verify-each=true -pass-pipeline='builtin.module(func.func(test-stats-pass,test-stats-pass))' -mlir-pass-statistics -mlir-pass-statistics-display=list 2>&1 | FileCheck -check-prefix=LIST %s
// RUN: mlir-opt %s -verify-each=true -pass-pipeline='func.func(test-stats-pass,test-stats-pass)' -mlir-pass-statistics -mlir-pass-statistics-display=pipeline 2>&1 | FileCheck -check-prefix=PIPELINE %s // RUN: mlir-opt %s -verify-each=true -pass-pipeline='builtin.module(func.func(test-stats-pass,test-stats-pass))' -mlir-pass-statistics -mlir-pass-statistics-display=pipeline 2>&1 | FileCheck -check-prefix=PIPELINE %s
// LIST: Pass statistics report // LIST: Pass statistics report
// LIST: TestStatisticPass // LIST: TestStatisticPass
// LIST-NEXT: (S) {{0|8}} num-ops - Number of operations counted // LIST-NEXT: (S) {{0|8}} num-ops - Number of operations counted
// LIST-NEXT: (S) {{0|8}} num-ops2 - Number of operations counted one more time // LIST-NEXT: (S) {{0|8}} num-ops2 - Number of operations counted one more time
// LIST-NOT: Verifier // LIST-NOT: Verifier
// PIPELINE: Pass statistics report // PIPELINE: Pass statistics report
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mlir/test/Target/LLVMIR/arm-neon-2d.mlir

// RUN: mlir-opt -pass-pipeline="func.func(arm-neon-2d-to-intr)" %s | FileCheck %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(arm-neon-2d-to-intr))" %s | FileCheck %s
// CHECK-LABEL: arm_neon_sdot2d_4x4_i8i8 // CHECK-LABEL: arm_neon_sdot2d_4x4_i8i8
func.func @arm_neon_sdot2d_4x4_i8i8(%a: vector<4xi32>, %b: vector<4x4xi8>, %c: vector<4x4xi8>) -> vector<4xi32> { func.func @arm_neon_sdot2d_4x4_i8i8(%a: vector<4xi32>, %b: vector<4x4xi8>, %c: vector<4x4xi8>) -> vector<4xi32> {
// CHECK: arm_neon.intr.sdot %{{.*}}, %{{.*}}, %{{.*}} : vector<16xi8>, vector<16xi8> to vector<4xi32> // CHECK: arm_neon.intr.sdot %{{.*}}, %{{.*}}, %{{.*}} : vector<16xi8>, vector<16xi8> to vector<4xi32>
// CHECK-NEXT: return %{{.*}} : vector<4xi32> // CHECK-NEXT: return %{{.*}} : vector<4xi32>
%0 = arm_neon.2d.sdot %a, %b, %c : vector<4x4xi8>, vector<4x4xi8> to vector<4xi32> %0 = arm_neon.2d.sdot %a, %b, %c : vector<4x4xi8>, vector<4x4xi8> to vector<4xi32>
return %0 : vector<4xi32> return %0 : vector<4xi32>
} }
// CHECK-LABEL: arm_neon_sdot2d_2x4_i8i8 // CHECK-LABEL: arm_neon_sdot2d_2x4_i8i8
func.func @arm_neon_sdot2d_2x4_i8i8(%a: vector<2xi32>, %b: vector<2x4xi8>, %c: vector<2x4xi8>) -> vector<2xi32> { func.func @arm_neon_sdot2d_2x4_i8i8(%a: vector<2xi32>, %b: vector<2x4xi8>, %c: vector<2x4xi8>) -> vector<2xi32> {
// CHECK: arm_neon.intr.sdot %{{.*}}, %{{.*}}, %{{.*}} : vector<8xi8>, vector<8xi8> to vector<2xi32> // CHECK: arm_neon.intr.sdot %{{.*}}, %{{.*}}, %{{.*}} : vector<8xi8>, vector<8xi8> to vector<2xi32>
// CHECK-NEXT: return %{{.*}} : vector<2xi32> // CHECK-NEXT: return %{{.*}} : vector<2xi32>
%0 = arm_neon.2d.sdot %a, %b, %c : vector<2x4xi8>, vector<2x4xi8> to vector<2xi32> %0 = arm_neon.2d.sdot %a, %b, %c : vector<2x4xi8>, vector<2x4xi8> to vector<2xi32>
return %0 : vector<2xi32> return %0 : vector<2xi32>
} }

mlir/test/Target/LLVMIR/vector-to-llvm-ir.mlir

// RUN: mlir-opt %s -pass-pipeline="convert-vector-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts" | mlir-translate -mlir-to-llvmir | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(convert-vector-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" | mlir-translate -mlir-to-llvmir | FileCheck %s
func.func @genbool_1d() -> vector<8xi1> { func.func @genbool_1d() -> vector<8xi1> {
%0 = vector.constant_mask [4] : vector<8xi1> %0 = vector.constant_mask [4] : vector<8xi1>
return %0 : vector<8xi1> return %0 : vector<8xi1>
} }
// CHECK-LABEL: @genbool_1d() // CHECK-LABEL: @genbool_1d()
// CHECK-NEXT: ret <8 x i1> <i1 true, i1 true, i1 true, i1 true, i1 false, i1 false, i1 false, i1 false> // CHECK-NEXT: ret <8 x i1> <i1 true, i1 true, i1 true, i1 true, i1 false, i1 false, i1 false, i1 false>
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mlir/test/Transforms/canonicalize-block-merge.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='func.func(canonicalize)' -split-input-file | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='builtin.module(func.func(canonicalize))' -split-input-file | FileCheck %s
// Check the simple case of single operation blocks with a return. // Check the simple case of single operation blocks with a return.
// CHECK-LABEL: func @return_blocks( // CHECK-LABEL: func @return_blocks(
func.func @return_blocks() { func.func @return_blocks() {
// CHECK: "foo.cond_br"()[^bb1, ^bb1] // CHECK: "foo.cond_br"()[^bb1, ^bb1]
// CHECK: ^bb1: // CHECK: ^bb1:
// CHECK-NEXT: return // CHECK-NEXT: return
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mlir/test/Transforms/canonicalize-dce.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -split-input-file -pass-pipeline='func.func(canonicalize)' | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -split-input-file -pass-pipeline='builtin.module(func.func(canonicalize))' | FileCheck %s
// Test case: Simple case of deleting a dead pure op. // Test case: Simple case of deleting a dead pure op.
// CHECK: func @f(%arg0: f32) { // CHECK: func @f(%arg0: f32) {
// CHECK-NEXT: return // CHECK-NEXT: return
func.func @f(%arg0: f32) { func.func @f(%arg0: f32) {
%0 = "arith.addf"(%arg0, %arg0) : (f32, f32) -> f32 %0 = "arith.addf"(%arg0, %arg0) : (f32, f32) -> f32
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mlir/test/Transforms/canonicalize-td.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='func.func(canonicalize{top-down=true})' | FileCheck %s --check-prefix=TD // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='builtin.module(func.func(canonicalize{top-down=true}))' | FileCheck %s --check-prefix=TD
// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='func.func(canonicalize)' | FileCheck %s --check-prefix=BU // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='builtin.module(func.func(canonicalize))' | FileCheck %s --check-prefix=BU
// BU-LABEL: func @default_insertion_position // BU-LABEL: func @default_insertion_position
// TD-LABEL: func @default_insertion_position // TD-LABEL: func @default_insertion_position
func.func @default_insertion_position(%cond: i1) { func.func @default_insertion_position(%cond: i1) {
// Constant should be folded into the entry block. // Constant should be folded into the entry block.
// BU: arith.constant 2 // BU: arith.constant 2
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mlir/test/Transforms/canonicalize.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='func.func(canonicalize)' -split-input-file | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='builtin.module(func.func(canonicalize))' -split-input-file | FileCheck %s
// CHECK-LABEL: func @test_subi_zero // CHECK-LABEL: func @test_subi_zero
func.func @test_subi_zero(%arg0: i32) -> i32 { func.func @test_subi_zero(%arg0: i32) -> i32 {
// CHECK-NEXT: %c0_i32 = arith.constant 0 : i32 // CHECK-NEXT: %c0_i32 = arith.constant 0 : i32
// CHECK-NEXT: return %c0 // CHECK-NEXT: return %c0
%y = arith.subi %arg0, %arg0 : i32 %y = arith.subi %arg0, %arg0 : i32
return %y: i32 return %y: i32
} }
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mlir/test/Transforms/cse.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='func.func(cse)' | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='builtin.module(func.func(cse))' | FileCheck %s
// CHECK-DAG: #[[$MAP:.*]] = affine_map<(d0) -> (d0 mod 2)> // CHECK-DAG: #[[$MAP:.*]] = affine_map<(d0) -> (d0 mod 2)>
#map0 = affine_map<(d0) -> (d0 mod 2)> #map0 = affine_map<(d0) -> (d0 mod 2)>
// CHECK-LABEL: @simple_constant // CHECK-LABEL: @simple_constant
func.func @simple_constant() -> (i32, i32) { func.func @simple_constant() -> (i32, i32) {
// CHECK-NEXT: %[[VAR_c1_i32:.*]] = arith.constant 1 : i32 // CHECK-NEXT: %[[VAR_c1_i32:.*]] = arith.constant 1 : i32
%0 = arith.constant 1 : i32 %0 = arith.constant 1 : i32
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mlir/test/Transforms/parallel-loop-collapsing.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='func.func(scf-parallel-loop-collapsing{collapsed-indices-0=0,3 collapsed-indices-1=1,4 collapsed-indices-2=2}, canonicalize)' | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='builtin.module(func.func(scf-parallel-loop-collapsing{collapsed-indices-0=0,3 collapsed-indices-1=1,4 collapsed-indices-2=2}, canonicalize))' | FileCheck %s
// CHECK-LABEL: func @parallel_many_dims() { // CHECK-LABEL: func @parallel_many_dims() {
func.func @parallel_many_dims() { func.func @parallel_many_dims() {
%c0 = arith.constant 0 : index %c0 = arith.constant 0 : index
%c1 = arith.constant 1 : index %c1 = arith.constant 1 : index
%c2 = arith.constant 2 : index %c2 = arith.constant 2 : index
%c3 = arith.constant 3 : index %c3 = arith.constant 3 : index
%c4 = arith.constant 4 : index %c4 = arith.constant 4 : index
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mlir/test/Transforms/parametric-mapping.mlir

// RUN: mlir-opt -allow-unregistered-dialect -pass-pipeline="func.func(test-mapping-to-processing-elements)" %s | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect -pass-pipeline="builtin.module(func.func(test-mapping-to-processing-elements))" %s | FileCheck %s
// CHECK: #[[mul_map:.+]] = affine_map<()[s0, s1] -> (s0 * s1)> // CHECK: #[[mul_map:.+]] = affine_map<()[s0, s1] -> (s0 * s1)>
// CHECK: #[[add_map:.+]] = affine_map<()[s0, s1] -> (s0 + s1)> // CHECK: #[[add_map:.+]] = affine_map<()[s0, s1] -> (s0 + s1)>
// CHECK: func @map1d // CHECK: func @map1d
// CHECK-SAME: (%[[lb:.*]]: index, %[[ub:.*]]: index, %[[step:.*]]: index) // CHECK-SAME: (%[[lb:.*]]: index, %[[ub:.*]]: index, %[[step:.*]]: index)
func.func @map1d(%lb: index, %ub: index, %step: index) { func.func @map1d(%lb: index, %ub: index, %step: index) {
// CHECK: %[[threads:.*]]:2 = "new_processor_id_and_range"() : () -> (index, index) // CHECK: %[[threads:.*]]:2 = "new_processor_id_and_range"() : () -> (index, index)
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mlir/test/Transforms/sccp-callgraph.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -sccp -split-input-file | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -sccp -split-input-file | FileCheck %s
// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="builtin.module(sccp)" -split-input-file | FileCheck %s --check-prefix=NESTED // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="builtin.module(builtin.module(sccp))" -split-input-file | FileCheck %s --check-prefix=NESTED
// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="func.func(sccp)" -split-input-file | FileCheck %s --check-prefix=FUNC // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="builtin.module(func.func(sccp))" -split-input-file | FileCheck %s --check-prefix=FUNC
/// Check that a constant is properly propagated through the arguments and /// Check that a constant is properly propagated through the arguments and
/// results of a private function. /// results of a private function.
// CHECK-LABEL: func private @private( // CHECK-LABEL: func private @private(
func.func private @private(%arg0 : i32) -> i32 { func.func private @private(%arg0 : i32) -> i32 {
// CHECK: %[[CST:.*]] = arith.constant 1 : i32 // CHECK: %[[CST:.*]] = arith.constant 1 : i32
// CHECK: return %[[CST]] : i32 // CHECK: return %[[CST]] : i32
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mlir/test/Transforms/sccp-structured.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="func.func(sccp)" -split-input-file | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="builtin.module(func.func(sccp))" -split-input-file | FileCheck %s
/// Check that a constant is properly propagated when only one edge is taken. /// Check that a constant is properly propagated when only one edge is taken.
// CHECK-LABEL: func @simple( // CHECK-LABEL: func @simple(
func.func @simple(%arg0 : i32) -> i32 { func.func @simple(%arg0 : i32) -> i32 {
// CHECK: %[[CST:.*]] = arith.constant 1 : i32 // CHECK: %[[CST:.*]] = arith.constant 1 : i32
// CHECK-NOT: scf.if // CHECK-NOT: scf.if
// CHECK: return %[[CST]] : i32 // CHECK: return %[[CST]] : i32
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mlir/test/Transforms/sccp.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="func.func(sccp)" -split-input-file | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="builtin.module(func.func(sccp))" -split-input-file | FileCheck %s
/// Check simple forward constant propagation without any control flow. /// Check simple forward constant propagation without any control flow.
// CHECK-LABEL: func @no_control_flow // CHECK-LABEL: func @no_control_flow
func.func @no_control_flow(%arg0: i32) -> i32 { func.func @no_control_flow(%arg0: i32) -> i32 {
// CHECK: %[[CST:.*]] = arith.constant 1 : i32 // CHECK: %[[CST:.*]] = arith.constant 1 : i32
// CHECK: return %[[CST]] : i32 // CHECK: return %[[CST]] : i32
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mlir/test/Transforms/single-parallel-loop-collapsing.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='func.func(scf-parallel-loop-collapsing{collapsed-indices-0=0,1}, canonicalize)' | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline='builtin.module(func.func(scf-parallel-loop-collapsing{collapsed-indices-0=0,1}, canonicalize))' | FileCheck %s
func.func @collapse_to_single() { func.func @collapse_to_single() {
%c0 = arith.constant 3 : index %c0 = arith.constant 3 : index
%c1 = arith.constant 7 : index %c1 = arith.constant 7 : index
%c2 = arith.constant 11 : index %c2 = arith.constant 11 : index
%c3 = arith.constant 29 : index %c3 = arith.constant 29 : index
%c4 = arith.constant 3 : index %c4 = arith.constant 3 : index
%c5 = arith.constant 4 : index %c5 = arith.constant 4 : index
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mlir/test/Transforms/test-canonicalize-filter.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(canonicalize)' | FileCheck %s --check-prefix=NO_FILTER // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(canonicalize))' | FileCheck %s --check-prefix=NO_FILTER
// RUN: mlir-opt %s -pass-pipeline='func.func(canonicalize{enable-patterns=TestRemoveOpWithInnerOps})' | FileCheck %s --check-prefix=FILTER_ENABLE // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(canonicalize{enable-patterns=TestRemoveOpWithInnerOps}))' | FileCheck %s --check-prefix=FILTER_ENABLE
// RUN: mlir-opt %s -pass-pipeline='func.func(canonicalize{disable-patterns=TestRemoveOpWithInnerOps})' | FileCheck %s --check-prefix=FILTER_DISABLE // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(canonicalize{disable-patterns=TestRemoveOpWithInnerOps}))' | FileCheck %s --check-prefix=FILTER_DISABLE
// NO_FILTER-LABEL: func @remove_op_with_inner_ops_pattern // NO_FILTER-LABEL: func @remove_op_with_inner_ops_pattern
// NO_FILTER-NEXT: return // NO_FILTER-NEXT: return
// FILTER_ENABLE-LABEL: func @remove_op_with_inner_ops_pattern // FILTER_ENABLE-LABEL: func @remove_op_with_inner_ops_pattern
// FILTER_ENABLE-NEXT: return // FILTER_ENABLE-NEXT: return
// FILTER_DISABLE-LABEL: func @remove_op_with_inner_ops_pattern // FILTER_DISABLE-LABEL: func @remove_op_with_inner_ops_pattern
// FILTER_DISABLE-NEXT: "test.op_with_region_pattern"() // FILTER_DISABLE-NEXT: "test.op_with_region_pattern"()
func.func @remove_op_with_inner_ops_pattern() { func.func @remove_op_with_inner_ops_pattern() {
"test.op_with_region_pattern"() ({ "test.op_with_region_pattern"() ({
"test.op_with_region_terminator"() : () -> () "test.op_with_region_terminator"() : () -> ()
}) : () -> () }) : () -> ()
return return
} }

mlir/test/Transforms/test-canonicalize.mlir

// RUN: mlir-opt %s -pass-pipeline='func.func(canonicalize)' | FileCheck %s // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(canonicalize))' | FileCheck %s
// RUN: mlir-opt %s -pass-pipeline='func.func(canonicalize{region-simplify=false})' | FileCheck %s --check-prefixes=CHECK,NO-RS // RUN: mlir-opt %s -pass-pipeline='builtin.module(func.func(canonicalize{region-simplify=false}))' | FileCheck %s --check-prefixes=CHECK,NO-RS
// CHECK-LABEL: func @remove_op_with_inner_ops_pattern // CHECK-LABEL: func @remove_op_with_inner_ops_pattern
func.func @remove_op_with_inner_ops_pattern() { func.func @remove_op_with_inner_ops_pattern() {
// CHECK-NEXT: return // CHECK-NEXT: return
"test.op_with_region_pattern"() ({ "test.op_with_region_pattern"() ({
"test.op_with_region_terminator"() : () -> () "test.op_with_region_terminator"() : () -> ()
}) : () -> () }) : () -> ()
return return
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mlir/test/Transforms/test-operation-folder-commutative.mlir

// RUN: mlir-opt --pass-pipeline="func.func(test-patterns)" %s | FileCheck %s // RUN: mlir-opt --pass-pipeline="builtin.module(func.func(test-patterns))" %s | FileCheck %s
// CHECK-LABEL: func @test_reorder_constants_and_match // CHECK-LABEL: func @test_reorder_constants_and_match
func.func @test_reorder_constants_and_match(%arg0 : i32) -> (i32) { func.func @test_reorder_constants_and_match(%arg0 : i32) -> (i32) {
// CHECK: %[[CST:.+]] = arith.constant 43 // CHECK: %[[CST:.+]] = arith.constant 43
%cst = arith.constant 43 : i32 %cst = arith.constant 43 : i32
// CHECK: return %[[CST]] // CHECK: return %[[CST]]
%y = "test.op_commutative2"(%cst, %arg0) : (i32, i32) -> i32 %y = "test.op_commutative2"(%cst, %arg0) : (i32, i32) -> i32
%x = "test.op_commutative2"(%y, %arg0) : (i32, i32) -> i32 %x = "test.op_commutative2"(%y, %arg0) : (i32, i32) -> i32
return %x : i32 return %x : i32
} }

mlir/test/Transforms/test-symbol-dce.mlir

// RUN: mlir-opt -allow-unregistered-dialect %s -symbol-dce -split-input-file -verify-diagnostics | FileCheck %s // RUN: mlir-opt -allow-unregistered-dialect %s -symbol-dce -split-input-file -verify-diagnostics | FileCheck %s
// RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="builtin.module(symbol-dce)" -split-input-file | FileCheck %s --check-prefix=NESTED // RUN: mlir-opt -allow-unregistered-dialect %s -pass-pipeline="builtin.module(builtin.module(symbol-dce))" -split-input-file | FileCheck %s --check-prefix=NESTED
// Check that trivially dead and trivially live non-nested cases are handled. // Check that trivially dead and trivially live non-nested cases are handled.
// CHECK-LABEL: module attributes {test.simple} // CHECK-LABEL: module attributes {test.simple}
module attributes {test.simple} { module attributes {test.simple} {
// CHECK-NOT: func private @dead_private_function // CHECK-NOT: func private @dead_private_function
func.func private @dead_private_function() func.func private @dead_private_function()
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mlir/test/mlir-cpu-runner/async-error.mlir

// RUN: mlir-opt %s -pass-pipeline="async-to-async-runtime,func.func(async-runtime-ref-counting,async-runtime-ref-counting-opt),convert-async-to-llvm,func.func(convert-linalg-to-loops,convert-scf-to-cf),convert-linalg-to-llvm,convert-vector-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts" \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(async-to-async-runtime,func.func(async-runtime-ref-counting,async-runtime-ref-counting-opt),convert-async-to-llvm,func.func(convert-linalg-to-loops,convert-scf-to-cf),convert-linalg-to-llvm,convert-vector-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: -e main -entry-point-result=void -O0 \ // RUN: -e main -entry-point-result=void -O0 \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_async_runtime%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_async_runtime%shlibext \
// RUN: | FileCheck %s --dump-input=always // RUN: | FileCheck %s --dump-input=always
// FIXME: https://github.com/llvm/llvm-project/issues/57231 // FIXME: https://github.com/llvm/llvm-project/issues/57231
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mlir/test/mlir-cpu-runner/async-group.mlir

// RUN: mlir-opt %s -pass-pipeline="async-to-async-runtime,func.func(async-runtime-ref-counting,async-runtime-ref-counting-opt),convert-async-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts" \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(async-to-async-runtime,func.func(async-runtime-ref-counting,async-runtime-ref-counting-opt),convert-async-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: -e main -entry-point-result=void -O0 \ // RUN: -e main -entry-point-result=void -O0 \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_async_runtime%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_async_runtime%shlibext \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// This is crashing in CI "most of the time" on a AMD Rome CPU VM on GCP with: // This is crashing in CI "most of the time" on a AMD Rome CPU VM on GCP with:
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mlir/test/mlir-cpu-runner/async-value.mlir

// RUN: mlir-opt %s -pass-pipeline="async-to-async-runtime,func.func(async-runtime-ref-counting,async-runtime-ref-counting-opt),convert-async-to-llvm,func.func(convert-arith-to-llvm),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(async-to-async-runtime,func.func(async-runtime-ref-counting,async-runtime-ref-counting-opt),convert-async-to-llvm,func.func(convert-arith-to-llvm),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: -e main -entry-point-result=void -O0 \ // RUN: -e main -entry-point-result=void -O0 \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_async_runtime%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_async_runtime%shlibext \
// RUN: | FileCheck %s --dump-input=always // RUN: | FileCheck %s --dump-input=always
// FIXME: https://github.com/llvm/llvm-project/issues/57231 // FIXME: https://github.com/llvm/llvm-project/issues/57231
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mlir/test/mlir-cpu-runner/async.mlir

// RUN: mlir-opt %s -pass-pipeline="async-to-async-runtime,func.func(async-runtime-ref-counting,async-runtime-ref-counting-opt),convert-async-to-llvm,func.func(convert-linalg-to-loops,convert-scf-to-cf),convert-linalg-to-llvm,convert-memref-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts" \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(async-to-async-runtime,func.func(async-runtime-ref-counting,async-runtime-ref-counting-opt),convert-async-to-llvm,func.func(convert-linalg-to-loops,convert-scf-to-cf),convert-linalg-to-llvm,convert-memref-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: -e main -entry-point-result=void -O0 \ // RUN: -e main -entry-point-result=void -O0 \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_async_runtime%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_async_runtime%shlibext \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// FIXME: https://github.com/llvm/llvm-project/issues/57231 // FIXME: https://github.com/llvm/llvm-project/issues/57231
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mlir/test/mlir-cpu-runner/bare-ptr-call-conv.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-scf-to-cf,convert-arith-to-llvm),convert-memref-to-llvm,convert-func-to-llvm{use-bare-ptr-memref-call-conv=1},reconcile-unrealized-casts" | mlir-cpu-runner -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext -entry-point-result=void | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-scf-to-cf,convert-arith-to-llvm),convert-memref-to-llvm,convert-func-to-llvm{use-bare-ptr-memref-call-conv=1},reconcile-unrealized-casts)" | mlir-cpu-runner -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext -entry-point-result=void | FileCheck %s
// Verify bare pointer memref calling convention. `simple_add1_add2_test` // Verify bare pointer memref calling convention. `simple_add1_add2_test`
// gets two 2xf32 memrefs, adds 1.0f to the first one and 2.0f to the second // gets two 2xf32 memrefs, adds 1.0f to the first one and 2.0f to the second
// one. 'main' calls 'simple_add1_add2_test' with {1, 1} and {2, 2} so {2, 2} // one. 'main' calls 'simple_add1_add2_test' with {1, 1} and {2, 2} so {2, 2}
// and {4, 4} are the expected outputs. // and {4, 4} are the expected outputs.
func.func @simple_add1_add2_test(%arg0: memref<2xf32>, %arg1: memref<2xf32>) { func.func @simple_add1_add2_test(%arg0: memref<2xf32>, %arg1: memref<2xf32>) {
%c2 = arith.constant 2 : index %c2 = arith.constant 2 : index
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mlir/test/mlir-cpu-runner/copy.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-scf-to-cf,convert-arith-to-llvm),convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-scf-to-cf,convert-arith-to-llvm),convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" \
// RUN: | mlir-cpu-runner -e main -entry-point-result=void \ // RUN: | mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface } func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface }
func.func @main() -> () { func.func @main() -> () {
%c0 = arith.constant 0 : index %c0 = arith.constant 0 : index
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mlir/test/mlir-cpu-runner/global-memref.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-arith-to-llvm),convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | mlir-cpu-runner -e main -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-arith-to-llvm),convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | mlir-cpu-runner -e main -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s
func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface } func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface }
func.func private @printMemrefI32(memref<*xi32>) attributes { llvm.emit_c_interface } func.func private @printMemrefI32(memref<*xi32>) attributes { llvm.emit_c_interface }
func.func private @printNewline() -> () func.func private @printNewline() -> ()
memref.global "private" @gv0 : memref<4xf32> = dense<[0.0, 1.0, 2.0, 3.0]> memref.global "private" @gv0 : memref<4xf32> = dense<[0.0, 1.0, 2.0, 3.0]>
func.func @test1DMemref() { func.func @test1DMemref() {
%0 = memref.get_global @gv0 : memref<4xf32> %0 = memref.get_global @gv0 : memref<4xf32>
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mlir/test/mlir-cpu-runner/math-polynomial-approx.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(test-math-polynomial-approximation,convert-arith-to-llvm),convert-vector-to-llvm,func.func(convert-math-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts" \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(test-math-polynomial-approximation,convert-arith-to-llvm),convert-vector-to-llvm,func.func(convert-math-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" \
// RUN: | mlir-cpu-runner \ // RUN: | mlir-cpu-runner \
// RUN: -e main -entry-point-result=void -O0 \ // RUN: -e main -entry-point-result=void -O0 \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// -------------------------------------------------------------------------- // // -------------------------------------------------------------------------- //
// Tanh. // Tanh.
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mlir/test/mlir-cpu-runner/memref-reinterpret-cast.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-scf-to-cf),convert-memref-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts" \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-scf-to-cf),convert-memref-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" \
// RUN: | mlir-cpu-runner -e main -entry-point-result=void \ // RUN: | mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface } func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface }
func.func @main() -> () { func.func @main() -> () {
%c0 = arith.constant 0 : index %c0 = arith.constant 0 : index
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mlir/test/mlir-cpu-runner/memref-reshape.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-scf-to-cf,memref-expand,convert-arith-to-llvm),convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-scf-to-cf,memref-expand,convert-arith-to-llvm),convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" \
// RUN: | mlir-cpu-runner -e main -entry-point-result=void \ // RUN: | mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: | FileCheck %s // RUN: | FileCheck %s
func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface } func.func private @printMemrefF32(memref<*xf32>) attributes { llvm.emit_c_interface }
func.func @main() -> () { func.func @main() -> () {
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mlir/test/mlir-cpu-runner/print.mlir

// RUN: mlir-opt %s -pass-pipeline="convert-func-to-llvm,reconcile-unrealized-casts" \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(convert-func-to-llvm,reconcile-unrealized-casts)" \
// RUN: | mlir-cpu-runner -e main -entry-point-result=void \ // RUN: | mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext \ // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext \
// RUN: | FileCheck %s // RUN: | FileCheck %s
llvm.mlir.global internal constant @str_global("String to print\0A") llvm.mlir.global internal constant @str_global("String to print\0A")
llvm.func @printCString(!llvm.ptr<i8>) llvm.func @printCString(!llvm.ptr<i8>)
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mlir/test/mlir-cpu-runner/sgemm-naive-codegen.mlir

// RUN: mlir-opt -pass-pipeline="func.func(convert-linalg-to-loops,lower-affine,convert-scf-to-cf,convert-arith-to-llvm),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" %s | mlir-cpu-runner -O3 -e main -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s // RUN: mlir-opt -pass-pipeline="builtin.module(func.func(convert-linalg-to-loops,lower-affine,convert-scf-to-cf,convert-arith-to-llvm),convert-vector-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" %s | mlir-cpu-runner -O3 -e main -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s
func.func @main() { func.func @main() {
%A = memref.alloc() : memref<16x16xf32> %A = memref.alloc() : memref<16x16xf32>
%B = memref.alloc() : memref<16x16xf32> %B = memref.alloc() : memref<16x16xf32>
%C = memref.alloc() : memref<16x16xf32> %C = memref.alloc() : memref<16x16xf32>
%cf1 = arith.constant 1.00000e+00 : f32 %cf1 = arith.constant 1.00000e+00 : f32
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mlir/test/mlir-cpu-runner/unranked-memref.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | \
// RUN: mlir-cpu-runner -e main -entry-point-result=void \ // RUN: mlir-cpu-runner -e main -entry-point-result=void \
// RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s // RUN: -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext,%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s
// CHECK: rank = 2 // CHECK: rank = 2
// CHECK-SAME: sizes = [10, 3] // CHECK-SAME: sizes = [10, 3]
// CHECK-SAME: strides = [3, 1] // CHECK-SAME: strides = [3, 1]
// CHECK-COUNT-10: [10, 10, 10] // CHECK-COUNT-10: [10, 10, 10]
// //
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mlir/test/mlir-cpu-runner/utils.mlir

// RUN: mlir-opt %s -pass-pipeline="func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | mlir-cpu-runner -e print_0d -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s --check-prefix=PRINT-0D // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | mlir-cpu-runner -e print_0d -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s --check-prefix=PRINT-0D
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | mlir-cpu-runner -e print_1d -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s --check-prefix=PRINT-1D // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | mlir-cpu-runner -e print_1d -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s --check-prefix=PRINT-1D
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | mlir-cpu-runner -e print_3d -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s --check-prefix=PRINT-3D // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | mlir-cpu-runner -e print_3d -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s --check-prefix=PRINT-3D
// RUN: mlir-opt %s -pass-pipeline="func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts" | mlir-cpu-runner -e vector_splat_2d -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s --check-prefix=PRINT-VECTOR-SPLAT-2D // RUN: mlir-opt %s -pass-pipeline="builtin.module(func.func(convert-linalg-to-loops,convert-scf-to-cf,convert-arith-to-llvm),convert-linalg-to-llvm,convert-memref-to-llvm,convert-func-to-llvm,reconcile-unrealized-casts)" | mlir-cpu-runner -e vector_splat_2d -entry-point-result=void -shared-libs=%mlir_lib_dir/libmlir_runner_utils%shlibext -shared-libs=%mlir_lib_dir/libmlir_c_runner_utils%shlibext | FileCheck %s --check-prefix=PRINT-VECTOR-SPLAT-2D
func.func @print_0d() { func.func @print_0d() {
%f = arith.constant 2.00000e+00 : f32 %f = arith.constant 2.00000e+00 : f32
%A = memref.alloc() : memref<f32> %A = memref.alloc() : memref<f32>
memref.store %f, %A[]: memref<f32> memref.store %f, %A[]: memref<f32>
%U = memref.cast %A : memref<f32> to memref<*xf32> %U = memref.cast %A : memref<f32> to memref<*xf32>
call @printMemrefF32(%U): (memref<*xf32>) -> () call @printMemrefF32(%U): (memref<*xf32>) -> ()
memref.dealloc %A : memref<f32> memref.dealloc %A : memref<f32>
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mlir/test/mlir-opt/async.mlir

// Check if mlir marks the corresponding function with required coroutine attribute. // Check if mlir marks the corresponding function with required coroutine attribute.
// //
// RUN: mlir-opt %s -pass-pipeline="async-to-async-runtime,func.func(async-runtime-ref-counting,async-runtime-ref-counting-opt),convert-async-to-llvm,func.func(convert-linalg-to-loops,convert-scf-to-cf),convert-linalg-to-llvm,convert-memref-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts" \ // RUN: mlir-opt %s -pass-pipeline="builtin.module(async-to-async-runtime,func.func(async-runtime-ref-counting,async-runtime-ref-counting-opt),convert-async-to-llvm,func.func(convert-linalg-to-loops,convert-scf-to-cf),convert-linalg-to-llvm,convert-memref-to-llvm,func.func(convert-arith-to-llvm),convert-func-to-llvm,reconcile-unrealized-casts)" \
// RUN: | FileCheck %s // RUN: | FileCheck %s
// CHECK: llvm.func @async_execute_fn{{.*}}attributes{{.*}}presplitcoroutine // CHECK: llvm.func @async_execute_fn{{.*}}attributes{{.*}}presplitcoroutine
// CHECK: llvm.func @async_execute_fn_0{{.*}}attributes{{.*}}presplitcoroutine // CHECK: llvm.func @async_execute_fn_0{{.*}}attributes{{.*}}presplitcoroutine
// CHECK: llvm.func @async_execute_fn_1{{.*}}attributes{{.*}}presplitcoroutine // CHECK: llvm.func @async_execute_fn_1{{.*}}attributes{{.*}}presplitcoroutine
func.func @main() { func.func @main() {
%i0 = arith.constant 0 : index %i0 = arith.constant 0 : index
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