Files
clang-p2996/mlir/lib/Dialect/SCF/TransformOps/SCFTransformOps.cpp
Matthias Springer acc159aea1 [mlir][Transforms] Dialect conversion: Fix missing source materialization (#97903)
This commit fixes a bug in the dialect conversion. During a 1:N
signature conversion, the dialect conversion did not insert a cast back
to the original block argument type, producing invalid IR.

See `test-block-legalization.mlir`: Without this commit, the operand
type of the op changes because an `unrealized_conversion_cast` is
missing:
```
"test.consumer_of_complex"(%v) : (!llvm.struct<(f64, f64)>) -> ()
```

To implement this fix, it was necessary to change the meaning of
argument materializations. An argument materialization now maps from the
new block argument types to the original block argument type. (It now
behaves almost like a source materialization.) This also addresses a
`FIXME` in the code base:
```
// FIXME: The current argument materialization hook expects the original
// output type, even though it doesn't use that as the actual output type
// of the generated IR. The output type is just used as an indicator of
// the type of materialization to do. This behavior is really awkward in
// that it diverges from the behavior of the other hooks, and can be
// easily misunderstood. We should clean up the argument hooks to better
// represent the desired invariants we actually care about.
```

It is no longer necessary to distinguish between the "output type" and
the "original output type".

Most type converter are already written according to the new API. (Most
implementations use the same conversion functions as for source
materializations.) One exception is the MemRef-to-LLVM type converter,
which materialized an `!llvm.struct` based on the elements of a memref
descriptor. It still does that, but casts the `!llvm.struct` back to the
original memref type. The dialect conversion inserts a target
materialization (to `!llvm.struct`) which cancels out with the other
cast.

This commit also fixes a bug in `computeNecessaryMaterializations`. The
implementation did not account for the possibility that a value was
replaced multiple times. E.g., replace `a` by `b`, then `b` by `c`.

This commit also adds a transform dialect op to populate SCF-to-CF
patterns. This transform op was needed to write a test case. The bug
described here appears only during a complex interplay of 1:N signature
conversions and op replacements. (I was not able to trigger it with ops
and patterns from the `test` dialect without duplicating the `scf.if`
pattern.)

Note for LLVM integration: Make sure that all
`addArgument/Source/TargetMaterialization` functions produce an SSA of
the specified type.

Depends on #98743.
2024-07-15 17:04:56 +02:00

636 lines
25 KiB
C++

//===- SCFTransformOps.cpp - Implementation of SCF transformation ops -----===//
//
// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
// See https://llvm.org/LICENSE.txt for license information.
// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
//
//===----------------------------------------------------------------------===//
#include "mlir/Dialect/SCF/TransformOps/SCFTransformOps.h"
#include "mlir/Conversion/SCFToControlFlow/SCFToControlFlow.h"
#include "mlir/Dialect/Affine/IR/AffineOps.h"
#include "mlir/Dialect/Affine/LoopUtils.h"
#include "mlir/Dialect/Arith/IR/Arith.h"
#include "mlir/Dialect/Arith/Utils/Utils.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"
#include "mlir/Dialect/SCF/IR/SCF.h"
#include "mlir/Dialect/SCF/Transforms/Patterns.h"
#include "mlir/Dialect/SCF/Transforms/Transforms.h"
#include "mlir/Dialect/SCF/Utils/Utils.h"
#include "mlir/Dialect/Transform/IR/TransformDialect.h"
#include "mlir/Dialect/Transform/IR/TransformOps.h"
#include "mlir/Dialect/Transform/Interfaces/TransformInterfaces.h"
#include "mlir/Dialect/Utils/StaticValueUtils.h"
#include "mlir/Dialect/Vector/IR/VectorOps.h"
#include "mlir/IR/BuiltinAttributes.h"
#include "mlir/IR/Dominance.h"
#include "mlir/IR/OpDefinition.h"
using namespace mlir;
using namespace mlir::affine;
//===----------------------------------------------------------------------===//
// Apply...PatternsOp
//===----------------------------------------------------------------------===//
void transform::ApplyForLoopCanonicalizationPatternsOp::populatePatterns(
RewritePatternSet &patterns) {
scf::populateSCFForLoopCanonicalizationPatterns(patterns);
}
void transform::ApplySCFStructuralConversionPatternsOp::populatePatterns(
TypeConverter &typeConverter, RewritePatternSet &patterns) {
scf::populateSCFStructuralTypeConversions(typeConverter, patterns);
}
void transform::ApplySCFStructuralConversionPatternsOp::
populateConversionTargetRules(const TypeConverter &typeConverter,
ConversionTarget &conversionTarget) {
scf::populateSCFStructuralTypeConversionTarget(typeConverter,
conversionTarget);
}
void transform::ApplySCFToControlFlowPatternsOp::populatePatterns(
TypeConverter &typeConverter, RewritePatternSet &patterns) {
populateSCFToControlFlowConversionPatterns(patterns);
}
//===----------------------------------------------------------------------===//
// ForallToForOp
//===----------------------------------------------------------------------===//
DiagnosedSilenceableFailure
transform::ForallToForOp::apply(transform::TransformRewriter &rewriter,
transform::TransformResults &results,
transform::TransformState &state) {
auto payload = state.getPayloadOps(getTarget());
if (!llvm::hasSingleElement(payload))
return emitSilenceableError() << "expected a single payload op";
auto target = dyn_cast<scf::ForallOp>(*payload.begin());
if (!target) {
DiagnosedSilenceableFailure diag =
emitSilenceableError() << "expected the payload to be scf.forall";
diag.attachNote((*payload.begin())->getLoc()) << "payload op";
return diag;
}
if (!target.getOutputs().empty()) {
return emitSilenceableError()
<< "unsupported shared outputs (didn't bufferize?)";
}
SmallVector<OpFoldResult> lbs = target.getMixedLowerBound();
if (getNumResults() != lbs.size()) {
DiagnosedSilenceableFailure diag =
emitSilenceableError()
<< "op expects as many results (" << getNumResults()
<< ") as payload has induction variables (" << lbs.size() << ")";
diag.attachNote(target.getLoc()) << "payload op";
return diag;
}
SmallVector<Operation *> opResults;
if (failed(scf::forallToForLoop(rewriter, target, &opResults))) {
DiagnosedSilenceableFailure diag = emitSilenceableError()
<< "failed to convert forall into for";
return diag;
}
for (auto &&[i, res] : llvm::enumerate(opResults)) {
results.set(cast<OpResult>(getTransformed()[i]), {res});
}
return DiagnosedSilenceableFailure::success();
}
//===----------------------------------------------------------------------===//
// ForallToForOp
//===----------------------------------------------------------------------===//
DiagnosedSilenceableFailure
transform::ForallToParallelOp::apply(transform::TransformRewriter &rewriter,
transform::TransformResults &results,
transform::TransformState &state) {
auto payload = state.getPayloadOps(getTarget());
if (!llvm::hasSingleElement(payload))
return emitSilenceableError() << "expected a single payload op";
auto target = dyn_cast<scf::ForallOp>(*payload.begin());
if (!target) {
DiagnosedSilenceableFailure diag =
emitSilenceableError() << "expected the payload to be scf.forall";
diag.attachNote((*payload.begin())->getLoc()) << "payload op";
return diag;
}
if (!target.getOutputs().empty()) {
return emitSilenceableError()
<< "unsupported shared outputs (didn't bufferize?)";
}
if (getNumResults() != 1) {
DiagnosedSilenceableFailure diag = emitSilenceableError()
<< "op expects one result, given "
<< getNumResults();
diag.attachNote(target.getLoc()) << "payload op";
return diag;
}
scf::ParallelOp opResult;
if (failed(scf::forallToParallelLoop(rewriter, target, &opResult))) {
DiagnosedSilenceableFailure diag =
emitSilenceableError() << "failed to convert forall into parallel";
return diag;
}
results.set(cast<OpResult>(getTransformed()[0]), {opResult});
return DiagnosedSilenceableFailure::success();
}
//===----------------------------------------------------------------------===//
// LoopOutlineOp
//===----------------------------------------------------------------------===//
/// Wraps the given operation `op` into an `scf.execute_region` operation. Uses
/// the provided rewriter for all operations to remain compatible with the
/// rewriting infra, as opposed to just splicing the op in place.
static scf::ExecuteRegionOp wrapInExecuteRegion(RewriterBase &b,
Operation *op) {
if (op->getNumRegions() != 1)
return nullptr;
OpBuilder::InsertionGuard g(b);
b.setInsertionPoint(op);
scf::ExecuteRegionOp executeRegionOp =
b.create<scf::ExecuteRegionOp>(op->getLoc(), op->getResultTypes());
{
OpBuilder::InsertionGuard g(b);
b.setInsertionPointToStart(&executeRegionOp.getRegion().emplaceBlock());
Operation *clonedOp = b.cloneWithoutRegions(*op);
Region &clonedRegion = clonedOp->getRegions().front();
assert(clonedRegion.empty() && "expected empty region");
b.inlineRegionBefore(op->getRegions().front(), clonedRegion,
clonedRegion.end());
b.create<scf::YieldOp>(op->getLoc(), clonedOp->getResults());
}
b.replaceOp(op, executeRegionOp.getResults());
return executeRegionOp;
}
DiagnosedSilenceableFailure
transform::LoopOutlineOp::apply(transform::TransformRewriter &rewriter,
transform::TransformResults &results,
transform::TransformState &state) {
SmallVector<Operation *> functions;
SmallVector<Operation *> calls;
DenseMap<Operation *, SymbolTable> symbolTables;
for (Operation *target : state.getPayloadOps(getTarget())) {
Location location = target->getLoc();
Operation *symbolTableOp = SymbolTable::getNearestSymbolTable(target);
scf::ExecuteRegionOp exec = wrapInExecuteRegion(rewriter, target);
if (!exec) {
DiagnosedSilenceableFailure diag = emitSilenceableError()
<< "failed to outline";
diag.attachNote(target->getLoc()) << "target op";
return diag;
}
func::CallOp call;
FailureOr<func::FuncOp> outlined = outlineSingleBlockRegion(
rewriter, location, exec.getRegion(), getFuncName(), &call);
if (failed(outlined))
return emitDefaultDefiniteFailure(target);
if (symbolTableOp) {
SymbolTable &symbolTable =
symbolTables.try_emplace(symbolTableOp, symbolTableOp)
.first->getSecond();
symbolTable.insert(*outlined);
call.setCalleeAttr(FlatSymbolRefAttr::get(*outlined));
}
functions.push_back(*outlined);
calls.push_back(call);
}
results.set(cast<OpResult>(getFunction()), functions);
results.set(cast<OpResult>(getCall()), calls);
return DiagnosedSilenceableFailure::success();
}
//===----------------------------------------------------------------------===//
// LoopPeelOp
//===----------------------------------------------------------------------===//
DiagnosedSilenceableFailure
transform::LoopPeelOp::applyToOne(transform::TransformRewriter &rewriter,
scf::ForOp target,
transform::ApplyToEachResultList &results,
transform::TransformState &state) {
scf::ForOp result;
if (getPeelFront()) {
LogicalResult status =
scf::peelForLoopFirstIteration(rewriter, target, result);
if (failed(status)) {
DiagnosedSilenceableFailure diag =
emitSilenceableError() << "failed to peel the first iteration";
return diag;
}
} else {
LogicalResult status =
scf::peelForLoopAndSimplifyBounds(rewriter, target, result);
if (failed(status)) {
DiagnosedSilenceableFailure diag = emitSilenceableError()
<< "failed to peel the last iteration";
return diag;
}
}
results.push_back(target);
results.push_back(result);
return DiagnosedSilenceableFailure::success();
}
//===----------------------------------------------------------------------===//
// LoopPipelineOp
//===----------------------------------------------------------------------===//
/// Callback for PipeliningOption. Populates `schedule` with the mapping from an
/// operation to its logical time position given the iteration interval and the
/// read latency. The latter is only relevant for vector transfers.
static void
loopScheduling(scf::ForOp forOp,
std::vector<std::pair<Operation *, unsigned>> &schedule,
unsigned iterationInterval, unsigned readLatency) {
auto getLatency = [&](Operation *op) -> unsigned {
if (isa<vector::TransferReadOp>(op))
return readLatency;
return 1;
};
std::optional<int64_t> ubConstant =
getConstantIntValue(forOp.getUpperBound());
std::optional<int64_t> lbConstant =
getConstantIntValue(forOp.getLowerBound());
DenseMap<Operation *, unsigned> opCycles;
std::map<unsigned, std::vector<Operation *>> wrappedSchedule;
for (Operation &op : forOp.getBody()->getOperations()) {
if (isa<scf::YieldOp>(op))
continue;
unsigned earlyCycle = 0;
for (Value operand : op.getOperands()) {
Operation *def = operand.getDefiningOp();
if (!def)
continue;
if (ubConstant && lbConstant) {
unsigned ubInt = ubConstant.value();
unsigned lbInt = lbConstant.value();
auto minLatency = std::min(ubInt - lbInt - 1, getLatency(def));
earlyCycle = std::max(earlyCycle, opCycles[def] + minLatency);
} else {
earlyCycle = std::max(earlyCycle, opCycles[def] + getLatency(def));
}
}
opCycles[&op] = earlyCycle;
wrappedSchedule[earlyCycle % iterationInterval].push_back(&op);
}
for (const auto &it : wrappedSchedule) {
for (Operation *op : it.second) {
unsigned cycle = opCycles[op];
schedule.emplace_back(op, cycle / iterationInterval);
}
}
}
DiagnosedSilenceableFailure
transform::LoopPipelineOp::applyToOne(transform::TransformRewriter &rewriter,
scf::ForOp target,
transform::ApplyToEachResultList &results,
transform::TransformState &state) {
scf::PipeliningOption options;
options.getScheduleFn =
[this](scf::ForOp forOp,
std::vector<std::pair<Operation *, unsigned>> &schedule) mutable {
loopScheduling(forOp, schedule, getIterationInterval(),
getReadLatency());
};
scf::ForLoopPipeliningPattern pattern(options, target->getContext());
rewriter.setInsertionPoint(target);
FailureOr<scf::ForOp> patternResult =
scf::pipelineForLoop(rewriter, target, options);
if (succeeded(patternResult)) {
results.push_back(*patternResult);
return DiagnosedSilenceableFailure::success();
}
return emitDefaultSilenceableFailure(target);
}
//===----------------------------------------------------------------------===//
// LoopPromoteIfOneIterationOp
//===----------------------------------------------------------------------===//
DiagnosedSilenceableFailure transform::LoopPromoteIfOneIterationOp::applyToOne(
transform::TransformRewriter &rewriter, LoopLikeOpInterface target,
transform::ApplyToEachResultList &results,
transform::TransformState &state) {
(void)target.promoteIfSingleIteration(rewriter);
return DiagnosedSilenceableFailure::success();
}
void transform::LoopPromoteIfOneIterationOp::getEffects(
SmallVectorImpl<MemoryEffects::EffectInstance> &effects) {
consumesHandle(getTargetMutable(), effects);
modifiesPayload(effects);
}
//===----------------------------------------------------------------------===//
// LoopUnrollOp
//===----------------------------------------------------------------------===//
DiagnosedSilenceableFailure
transform::LoopUnrollOp::applyToOne(transform::TransformRewriter &rewriter,
Operation *op,
transform::ApplyToEachResultList &results,
transform::TransformState &state) {
LogicalResult result(failure());
if (scf::ForOp scfFor = dyn_cast<scf::ForOp>(op))
result = loopUnrollByFactor(scfFor, getFactor());
else if (AffineForOp affineFor = dyn_cast<AffineForOp>(op))
result = loopUnrollByFactor(affineFor, getFactor());
else
return emitSilenceableError()
<< "failed to unroll, incorrect type of payload";
if (failed(result))
return emitSilenceableError() << "failed to unroll";
return DiagnosedSilenceableFailure::success();
}
//===----------------------------------------------------------------------===//
// LoopUnrollAndJamOp
//===----------------------------------------------------------------------===//
DiagnosedSilenceableFailure transform::LoopUnrollAndJamOp::applyToOne(
transform::TransformRewriter &rewriter, Operation *op,
transform::ApplyToEachResultList &results,
transform::TransformState &state) {
LogicalResult result(failure());
if (scf::ForOp scfFor = dyn_cast<scf::ForOp>(op))
result = loopUnrollJamByFactor(scfFor, getFactor());
else if (AffineForOp affineFor = dyn_cast<AffineForOp>(op))
result = loopUnrollJamByFactor(affineFor, getFactor());
else
return emitSilenceableError()
<< "failed to unroll and jam, incorrect type of payload";
if (failed(result))
return emitSilenceableError() << "failed to unroll and jam";
return DiagnosedSilenceableFailure::success();
}
//===----------------------------------------------------------------------===//
// LoopCoalesceOp
//===----------------------------------------------------------------------===//
DiagnosedSilenceableFailure
transform::LoopCoalesceOp::applyToOne(transform::TransformRewriter &rewriter,
Operation *op,
transform::ApplyToEachResultList &results,
transform::TransformState &state) {
LogicalResult result(failure());
if (scf::ForOp scfForOp = dyn_cast<scf::ForOp>(op))
result = coalescePerfectlyNestedSCFForLoops(scfForOp);
else if (AffineForOp affineForOp = dyn_cast<AffineForOp>(op))
result = coalescePerfectlyNestedAffineLoops(affineForOp);
results.push_back(op);
if (failed(result)) {
DiagnosedSilenceableFailure diag = emitSilenceableError()
<< "failed to coalesce";
return diag;
}
return DiagnosedSilenceableFailure::success();
}
//===----------------------------------------------------------------------===//
// TakeAssumedBranchOp
//===----------------------------------------------------------------------===//
/// Replaces the given op with the contents of the given single-block region,
/// using the operands of the block terminator to replace operation results.
static void replaceOpWithRegion(RewriterBase &rewriter, Operation *op,
Region &region) {
assert(llvm::hasSingleElement(region) && "expected single-region block");
Block *block = &region.front();
Operation *terminator = block->getTerminator();
ValueRange results = terminator->getOperands();
rewriter.inlineBlockBefore(block, op, /*blockArgs=*/{});
rewriter.replaceOp(op, results);
rewriter.eraseOp(terminator);
}
DiagnosedSilenceableFailure transform::TakeAssumedBranchOp::applyToOne(
transform::TransformRewriter &rewriter, scf::IfOp ifOp,
transform::ApplyToEachResultList &results,
transform::TransformState &state) {
rewriter.setInsertionPoint(ifOp);
Region &region =
getTakeElseBranch() ? ifOp.getElseRegion() : ifOp.getThenRegion();
if (!llvm::hasSingleElement(region)) {
return emitDefiniteFailure()
<< "requires an scf.if op with a single-block "
<< ((getTakeElseBranch()) ? "`else`" : "`then`") << " region";
}
replaceOpWithRegion(rewriter, ifOp, region);
return DiagnosedSilenceableFailure::success();
}
void transform::TakeAssumedBranchOp::getEffects(
SmallVectorImpl<MemoryEffects::EffectInstance> &effects) {
onlyReadsHandle(getTargetMutable(), effects);
modifiesPayload(effects);
}
//===----------------------------------------------------------------------===//
// LoopFuseSiblingOp
//===----------------------------------------------------------------------===//
/// Check if `target` and `source` are siblings, in the context that `target`
/// is being fused into `source`.
///
/// This is a simple check that just checks if both operations are in the same
/// block and some checks to ensure that the fused IR does not violate
/// dominance.
static DiagnosedSilenceableFailure isOpSibling(Operation *target,
Operation *source) {
// Check if both operations are same.
if (target == source)
return emitSilenceableFailure(source)
<< "target and source need to be different loops";
// Check if both operations are in the same block.
if (target->getBlock() != source->getBlock())
return emitSilenceableFailure(source)
<< "target and source are not in the same block";
// Check if fusion will violate dominance.
DominanceInfo domInfo(source);
if (target->isBeforeInBlock(source)) {
// Since `target` is before `source`, all users of results of `target`
// need to be dominated by `source`.
for (Operation *user : target->getUsers()) {
if (!domInfo.properlyDominates(source, user, /*enclosingOpOk=*/false)) {
return emitSilenceableFailure(target)
<< "user of results of target should be properly dominated by "
"source";
}
}
} else {
// Since `target` is after `source`, all values used by `target` need
// to dominate `source`.
// Check if operands of `target` are dominated by `source`.
for (Value operand : target->getOperands()) {
Operation *operandOp = operand.getDefiningOp();
// Operands without defining operations are block arguments. When `target`
// and `source` occur in the same block, these operands dominate `source`.
if (!operandOp)
continue;
// Operand's defining operation should properly dominate `source`.
if (!domInfo.properlyDominates(operandOp, source,
/*enclosingOpOk=*/false))
return emitSilenceableFailure(target)
<< "operands of target should be properly dominated by source";
}
// Check if values used by `target` are dominated by `source`.
bool failed = false;
OpOperand *failedValue = nullptr;
visitUsedValuesDefinedAbove(target->getRegions(), [&](OpOperand *operand) {
Operation *operandOp = operand->get().getDefiningOp();
if (operandOp && !domInfo.properlyDominates(operandOp, source,
/*enclosingOpOk=*/false)) {
// `operand` is not an argument of an enclosing block and the defining
// op of `operand` is outside `target` but does not dominate `source`.
failed = true;
failedValue = operand;
}
});
if (failed)
return emitSilenceableFailure(failedValue->getOwner())
<< "values used inside regions of target should be properly "
"dominated by source";
}
return DiagnosedSilenceableFailure::success();
}
/// Check if `target` scf.forall can be fused into `source` scf.forall.
///
/// This simply checks if both loops have the same bounds, steps and mapping.
/// No attempt is made at checking that the side effects of `target` and
/// `source` are independent of each other.
static bool isForallWithIdenticalConfiguration(Operation *target,
Operation *source) {
auto targetOp = dyn_cast<scf::ForallOp>(target);
auto sourceOp = dyn_cast<scf::ForallOp>(source);
if (!targetOp || !sourceOp)
return false;
return targetOp.getMixedLowerBound() == sourceOp.getMixedLowerBound() &&
targetOp.getMixedUpperBound() == sourceOp.getMixedUpperBound() &&
targetOp.getMixedStep() == sourceOp.getMixedStep() &&
targetOp.getMapping() == sourceOp.getMapping();
}
/// Check if `target` scf.for can be fused into `source` scf.for.
///
/// This simply checks if both loops have the same bounds and steps. No attempt
/// is made at checking that the side effects of `target` and `source` are
/// independent of each other.
static bool isForWithIdenticalConfiguration(Operation *target,
Operation *source) {
auto targetOp = dyn_cast<scf::ForOp>(target);
auto sourceOp = dyn_cast<scf::ForOp>(source);
if (!targetOp || !sourceOp)
return false;
return targetOp.getLowerBound() == sourceOp.getLowerBound() &&
targetOp.getUpperBound() == sourceOp.getUpperBound() &&
targetOp.getStep() == sourceOp.getStep();
}
DiagnosedSilenceableFailure
transform::LoopFuseSiblingOp::apply(transform::TransformRewriter &rewriter,
transform::TransformResults &results,
transform::TransformState &state) {
auto targetOps = state.getPayloadOps(getTarget());
auto sourceOps = state.getPayloadOps(getSource());
if (!llvm::hasSingleElement(targetOps) ||
!llvm::hasSingleElement(sourceOps)) {
return emitDefiniteFailure()
<< "requires exactly one target handle (got "
<< llvm::range_size(targetOps) << ") and exactly one "
<< "source handle (got " << llvm::range_size(sourceOps) << ")";
}
Operation *target = *targetOps.begin();
Operation *source = *sourceOps.begin();
// Check if the target and source are siblings.
DiagnosedSilenceableFailure diag = isOpSibling(target, source);
if (!diag.succeeded())
return diag;
Operation *fusedLoop;
/// TODO: Support fusion for loop-like ops besides scf.for and scf.forall.
if (isForWithIdenticalConfiguration(target, source)) {
fusedLoop = fuseIndependentSiblingForLoops(
cast<scf::ForOp>(target), cast<scf::ForOp>(source), rewriter);
} else if (isForallWithIdenticalConfiguration(target, source)) {
fusedLoop = fuseIndependentSiblingForallLoops(
cast<scf::ForallOp>(target), cast<scf::ForallOp>(source), rewriter);
} else
return emitSilenceableFailure(target->getLoc())
<< "operations cannot be fused";
assert(fusedLoop && "failed to fuse operations");
results.set(cast<OpResult>(getFusedLoop()), {fusedLoop});
return DiagnosedSilenceableFailure::success();
}
//===----------------------------------------------------------------------===//
// Transform op registration
//===----------------------------------------------------------------------===//
namespace {
class SCFTransformDialectExtension
: public transform::TransformDialectExtension<
SCFTransformDialectExtension> {
public:
using Base::Base;
void init() {
declareGeneratedDialect<affine::AffineDialect>();
declareGeneratedDialect<func::FuncDialect>();
registerTransformOps<
#define GET_OP_LIST
#include "mlir/Dialect/SCF/TransformOps/SCFTransformOps.cpp.inc"
>();
}
};
} // namespace
#define GET_OP_CLASSES
#include "mlir/Dialect/SCF/TransformOps/SCFTransformOps.cpp.inc"
void mlir::scf::registerTransformDialectExtension(DialectRegistry &registry) {
registry.addExtensions<SCFTransformDialectExtension>();
}