MLIR 24.0.0git
PatternMatch.cpp
Go to the documentation of this file.
1//===- PatternMatch.cpp - Base classes for pattern match ------------------===//
2//
3// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
4// See https://llvm.org/LICENSE.txt for license information.
5// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
6//
7//===----------------------------------------------------------------------===//
8
10#include "mlir/IR/Iterators.h"
12#include "llvm/ADT/SmallPtrSet.h"
13
14using namespace mlir;
15
16//===----------------------------------------------------------------------===//
17// PatternBenefit
18//===----------------------------------------------------------------------===//
19
20PatternBenefit::PatternBenefit(unsigned benefit) : representation(benefit) {
21 assert(representation == benefit && benefit != ImpossibleToMatchSentinel &&
22 "This pattern match benefit is too large to represent");
23}
24
25unsigned short PatternBenefit::getBenefit() const {
26 assert(!isImpossibleToMatch() && "Pattern doesn't match");
27 return representation;
28}
29
30//===----------------------------------------------------------------------===//
31// Pattern
32//===----------------------------------------------------------------------===//
33
34//===----------------------------------------------------------------------===//
35// OperationName Root Constructors
36//===----------------------------------------------------------------------===//
37
38Pattern::Pattern(StringRef rootName, PatternBenefit benefit,
39 MLIRContext *context, ArrayRef<StringRef> generatedNames)
40 : Pattern(OperationName(rootName, context).getAsOpaquePointer(),
41 RootKind::OperationName, generatedNames, benefit, context) {}
42
43//===----------------------------------------------------------------------===//
44// MatchAnyOpTypeTag Root Constructors
45//===----------------------------------------------------------------------===//
46
48 MLIRContext *context, ArrayRef<StringRef> generatedNames)
49 : Pattern(nullptr, RootKind::Any, generatedNames, benefit, context) {}
50
51//===----------------------------------------------------------------------===//
52// MatchInterfaceOpTypeTag Root Constructors
53//===----------------------------------------------------------------------===//
54
56 PatternBenefit benefit, MLIRContext *context,
57 ArrayRef<StringRef> generatedNames)
58 : Pattern(interfaceID.getAsOpaquePointer(), RootKind::InterfaceID,
59 generatedNames, benefit, context) {}
60
61//===----------------------------------------------------------------------===//
62// MatchTraitOpTypeTag Root Constructors
63//===----------------------------------------------------------------------===//
64
66 PatternBenefit benefit, MLIRContext *context,
67 ArrayRef<StringRef> generatedNames)
68 : Pattern(traitID.getAsOpaquePointer(), RootKind::TraitID, generatedNames,
69 benefit, context) {}
70
71//===----------------------------------------------------------------------===//
72// General Constructors
73//===----------------------------------------------------------------------===//
74
75Pattern::Pattern(const void *rootValue, RootKind rootKind,
76 ArrayRef<StringRef> generatedNames, PatternBenefit benefit,
77 MLIRContext *context)
78 : rootValue(rootValue), rootKind(rootKind), benefit(benefit),
79 contextAndHasBoundedRecursion(context, false) {
80 if (generatedNames.empty())
81 return;
82 generatedOps.reserve(generatedNames.size());
83 llvm::append_range(generatedOps,
84 llvm::map_range(generatedNames, [context](StringRef name) {
85 return OperationName(name, context);
86 }));
87}
88
89//===----------------------------------------------------------------------===//
90// RewritePattern
91//===----------------------------------------------------------------------===//
92
93/// Out-of-line vtable anchor.
94void RewritePattern::anchor() {}
95
96//===----------------------------------------------------------------------===//
97// RewriterBase
98//===----------------------------------------------------------------------===//
99
103
105 // Out of line to provide a vtable anchor for the class.
106}
107
109 // Notify the listener that we're about to replace this op.
110 if (auto *rewriteListener = dyn_cast_if_present<Listener>(listener))
111 rewriteListener->notifyOperationReplaced(from, to);
112
113 replaceAllUsesWith(from->getResults(), to);
114}
115
117 // Notify the listener that we're about to replace this op.
118 if (auto *rewriteListener = dyn_cast_if_present<Listener>(listener))
119 rewriteListener->notifyOperationReplaced(from, to);
120
122}
123
124/// This method replaces the results of the operation with the specified list of
125/// values. The number of provided values must match the number of results of
126/// the operation. The replaced op is erased.
128 assert(op->getNumResults() == newValues.size() &&
129 "incorrect # of replacement values");
130
131 // Replace all result uses. Also notifies the listener of modifications.
132 replaceAllOpUsesWith(op, newValues);
133
134 // Erase op and notify listener.
135 eraseOp(op);
136}
137
138/// This method replaces the results of the operation with the specified new op
139/// (replacement). The number of results of the two operations must match. The
140/// replaced op is erased.
142 assert(op && newOp && "expected non-null op");
143 assert(op->getNumResults() == newOp->getNumResults() &&
144 "ops have different number of results");
145
146 // Replace all result uses. Also notifies the listener of modifications.
147 replaceAllOpUsesWith(op, newOp->getResults());
148
149 // Erase op and notify listener.
150 eraseOp(op);
151}
152
153/// This method erases an operation that is known to have no uses. The uses of
154/// the given operation *must* be known to be dead.
156 assert(op->use_empty() && "expected 'op' to have no uses");
157 auto *rewriteListener = dyn_cast_if_present<Listener>(listener);
158
159 // If the current insertion point is before the erased operation, we adjust
160 // the insertion point to be after the operation.
161 if (getInsertionPoint() == op->getIterator())
163
164 // Fast path: If no listener is attached, the op can be dropped in one go.
165 if (!rewriteListener) {
166 op->erase();
167 return;
168 }
169
170 // Helper function that erases a single op.
171 auto eraseSingleOp = [&](Operation *op) {
172#ifndef NDEBUG
173 // All nested ops should have been erased already.
174 assert(
175 llvm::all_of(op->getRegions(), [&](Region &r) { return r.empty(); }) &&
176 "expected empty regions");
177 // All users should have been erased already if the op is in a region with
178 // SSA dominance.
179 if (!op->use_empty() && op->getParentOp())
181 "expected that op has no uses");
182#endif // NDEBUG
183 rewriteListener->notifyOperationErased(op);
184
185 // Explicitly drop all uses in case the op is in a graph region.
186 op->dropAllUses();
187 op->erase();
188 };
189
190 // Nested ops must be erased one-by-one, so that listeners have a consistent
191 // view of the IR every time a notification is triggered. Users must be
192 // erased before definitions. I.e., post-order, reverse dominance.
193 std::function<void(Operation *)> eraseTree = [&](Operation *op) {
194 // Erase nested ops.
195 for (Region &r : llvm::reverse(op->getRegions())) {
196 // Erase all blocks in the right order. Successors should be erased
197 // before predecessors because successor blocks may use values defined
198 // in predecessor blocks. A post-order traversal of blocks within a
199 // region visits successors before predecessors. Repeat the traversal
200 // until the region is empty. (The block graph could be disconnected.)
201 while (!r.empty()) {
202 SmallVector<Block *> erasedBlocks;
203 // Some blocks may have invalid successor, use a set including nullptr
204 // to avoid null pointer.
205 llvm::SmallPtrSet<Block *, 4> visited{nullptr};
206 for (Block *b : llvm::post_order_ext(&r.front(), visited)) {
207 // Visit ops in reverse order.
208 for (Operation &op :
209 llvm::make_early_inc_range(ReverseIterator::makeIterable(*b)))
210 eraseTree(&op);
211 // Do not erase the block immediately. This is not supprted by the
212 // post_order iterator.
213 erasedBlocks.push_back(b);
214 }
215 for (Block *b : erasedBlocks) {
216 // Explicitly drop all uses in case there is a cycle in the block
217 // graph.
218 for (BlockArgument bbArg : b->getArguments())
219 bbArg.dropAllUses();
220 b->dropAllUses();
221 eraseBlock(b);
222 }
223 }
224 }
225 // Then erase the enclosing op.
226 eraseSingleOp(op);
227 };
228
229 eraseTree(op);
230}
231
233 assert(block->use_empty() && "expected 'block' to have no uses");
234
235 for (auto &op : llvm::make_early_inc_range(llvm::reverse(*block))) {
236 assert(op.use_empty() && "expected 'op' to have no uses");
237 eraseOp(&op);
238 }
239
240 // Notify the listener that the block is about to be removed.
241 if (auto *rewriteListener = dyn_cast_if_present<Listener>(listener))
242 rewriteListener->notifyBlockErased(block);
243
244 block->erase();
245}
246
248 const BitVector &eraseIndices) {
249 assert(op->getNumResults() == eraseIndices.size() &&
250 "number of op results and bitvector size must match");
251
252 // Gather new result types.
253 SmallVector<Type> newResultTypes;
254 newResultTypes.reserve(op->getNumResults() - eraseIndices.count());
255 for (OpResult result : op->getResults())
256 if (!eraseIndices[result.getResultNumber()])
257 newResultTypes.push_back(result.getType());
258
259 // Create a new operation and inline all regions.
260 InsertionGuard g(*this);
262 OperationState state(op->getLoc(), op->getName().getStringRef(),
263 op->getOperands(), newResultTypes,
264 op->getDiscardableAttrDictionary().getValue());
266 for ([[maybe_unused]] auto i : llvm::seq<unsigned>(0, op->getNumRegions()))
267 state.addRegion();
268 Operation *newOp = create(state);
269 for (const auto &[index, region] : llvm::enumerate(op->getRegions())) {
270 // Move all blocks of `region` into `newRegion`.
271 Region &newRegion = newOp->getRegion(index);
272 inlineRegionBefore(region, newRegion, newRegion.begin());
273 }
274
275 // Replace the original operation with the new operation.
276 SmallVector<Value> replacements(op->getNumResults(), Value());
277 unsigned nextResultIdx = 0;
278 for (auto i : llvm::seq<unsigned>(0, op->getNumResults()))
279 if (!eraseIndices[i])
280 replacements[i] = newOp->getResult(nextResultIdx++);
281 replaceOp(op, replacements);
282 return newOp;
283}
284
286 // Notify the listener that the operation was modified.
287 if (auto *rewriteListener = dyn_cast_if_present<Listener>(listener))
288 rewriteListener->notifyOperationModified(op);
289}
290
292 Value from, Value to, const SmallPtrSetImpl<Operation *> &preservedUsers) {
293 return replaceUsesWithIf(from, to, [&](OpOperand &use) {
294 Operation *user = use.getOwner();
295 return !preservedUsers.contains(user);
296 });
297}
298
300 function_ref<bool(OpOperand &)> functor,
301 bool *allUsesReplaced) {
302 bool allReplaced = true;
303 for (OpOperand &operand : llvm::make_early_inc_range(from.getUses())) {
304 bool replace = functor(operand);
305 if (replace)
306 modifyOpInPlace(operand.getOwner(), [&]() { operand.set(to); });
307 allReplaced &= replace;
308 }
309 if (allUsesReplaced)
310 *allUsesReplaced = allReplaced;
311}
312
314 function_ref<bool(OpOperand &)> functor,
315 bool *allUsesReplaced) {
316 assert(from.size() == to.size() && "incorrect number of replacements");
317 bool allReplaced = true;
318 for (auto it : llvm::zip_equal(from, to)) {
319 bool r = true;
320 replaceUsesWithIf(std::get<0>(it), std::get<1>(it), functor,
321 /*allUsesReplaced=*/allUsesReplaced ? &r : nullptr);
322 allReplaced &= r;
323 }
324 if (allUsesReplaced)
325 *allUsesReplaced = allReplaced;
326}
327
329 Block::iterator before,
330 ValueRange argValues) {
331 assert(argValues.size() == source->getNumArguments() &&
332 "incorrect # of argument replacement values");
333
334 // The source block will be deleted, so it should not have any users (i.e.,
335 // there should be no predecessors).
336 assert(source->hasNoPredecessors() &&
337 "expected 'source' to have no predecessors");
338
339 if (dest->end() != before) {
340 // The source block will be inserted in the middle of the dest block, so
341 // the source block should have no successors. Otherwise, the remainder of
342 // the dest block would be unreachable.
343 assert(source->hasNoSuccessors() &&
344 "expected 'source' to have no successors");
345 } else {
346 // The source block will be inserted at the end of the dest block, so the
347 // dest block should have no successors. Otherwise, the inserted operations
348 // will be unreachable.
349 assert(dest->hasNoSuccessors() && "expected 'dest' to have no successors");
350 }
351
352 // Replace all of the successor arguments with the provided values.
353 for (auto it : llvm::zip(source->getArguments(), argValues))
354 replaceAllUsesWith(std::get<0>(it), std::get<1>(it));
355
356 // Move operations from the source block to the dest block and erase the
357 // source block.
358 if (!listener) {
359 // Fast path: If no listener is attached, move all operations at once.
360 dest->getOperations().splice(before, source->getOperations());
361 } else {
362 while (!source->empty())
363 moveOpBefore(&source->front(), dest, before);
364 }
365
366 // If the current insertion point is within the source block, adjust the
367 // insertion point to the destination block.
368 if (getInsertionBlock() == source)
370
371 // Erase the source block.
372 assert(source->empty() && "expected 'source' to be empty");
373 eraseBlock(source);
374}
375
377 ValueRange argValues) {
378 inlineBlockBefore(source, op->getBlock(), op->getIterator(), argValues);
379}
380
382 ValueRange argValues) {
383 inlineBlockBefore(source, dest, dest->end(), argValues);
384}
385
386/// Split the operations starting at "before" (inclusive) out of the given
387/// block into a new block, and return it.
389 // Fast path: If no listener is attached, split the block directly.
390 if (!listener)
391 return block->splitBlock(before);
392
393 // `createBlock` sets the insertion point at the beginning of the new block.
394 InsertionGuard g(*this);
395 Block *newBlock =
396 createBlock(block->getParent(), std::next(block->getIterator()));
397
398 // If `before` points to end of the block, no ops should be moved.
399 if (before == block->end())
400 return newBlock;
401
402 // Move ops one-by-one from the end of `block` to the beginning of `newBlock`.
403 // Stop when the operation pointed to by `before` has been moved.
404 while (before->getBlock() != newBlock)
405 moveOpBefore(&block->back(), newBlock, newBlock->begin());
406
407 return newBlock;
408}
409
410/// Move the blocks that belong to "region" before the given position in
411/// another region. The two regions must be different. The caller is in
412/// charge to update create the operation transferring the control flow to the
413/// region and pass it the correct block arguments.
415 Region::iterator before) {
416 // Fast path: If no listener is attached, move all blocks at once.
417 if (!listener) {
418 parent.getBlocks().splice(before, region.getBlocks());
419 return;
420 }
421
422 // Move blocks from the beginning of the region one-by-one.
423 while (!region.empty())
424 moveBlockBefore(&region.front(), &parent, before);
425}
427 inlineRegionBefore(region, *before->getParent(), before->getIterator());
428}
429
430void RewriterBase::moveBlockBefore(Block *block, Block *anotherBlock) {
431 moveBlockBefore(block, anotherBlock->getParent(),
432 anotherBlock->getIterator());
433}
434
436 Region::iterator iterator) {
437 Region *currentRegion = block->getParent();
438 Region::iterator nextIterator = std::next(block->getIterator());
439 block->moveBefore(region, iterator);
440 if (listener)
441 listener->notifyBlockInserted(block, /*previous=*/currentRegion,
442 /*previousIt=*/nextIterator);
443}
444
446 moveOpBefore(op, existingOp->getBlock(), existingOp->getIterator());
447}
448
450 Block::iterator iterator) {
451 Block *currentBlock = op->getBlock();
452 Block::iterator nextIterator = std::next(op->getIterator());
453 op->moveBefore(block, iterator);
454 if (listener)
455 listener->notifyOperationInserted(
456 op, /*previous=*/InsertPoint(currentBlock, nextIterator));
457}
458
460 moveOpAfter(op, existingOp->getBlock(), existingOp->getIterator());
461}
462
464 Block::iterator iterator) {
465 assert(iterator != block->end() && "cannot move after end of block");
466 moveOpBefore(op, block, std::next(iterator));
467}
b
Return true if permutation is a valid permutation of the outer_dims_perm (case OuterOrInnerPerm::Oute...
false
Parses a map_entries map type from a string format back into its numeric value.
This class represents an argument of a Block.
Definition Value.h:306
Block represents an ordered list of Operations.
Definition Block.h:33
OpListType::iterator iterator
Definition Block.h:164
bool empty()
Definition Block.h:172
bool hasNoSuccessors()
Returns true if this blocks has no successors.
Definition Block.h:272
unsigned getNumArguments()
Definition Block.h:152
Block * splitBlock(iterator splitBefore)
Split the block into two blocks before the specified operation or iterator.
Definition Block.cpp:323
Region * getParent() const
Provide a 'getParent' method for ilist_node_with_parent methods.
Definition Block.cpp:27
OpListType & getOperations()
Definition Block.h:161
Operation & front()
Definition Block.h:177
BlockArgListType getArguments()
Definition Block.h:111
iterator end()
Definition Block.h:168
iterator begin()
Definition Block.h:167
bool hasNoPredecessors()
Return true if this block has no predecessors.
Definition Block.h:269
MLIRContext is the top-level object for a collection of MLIR operations.
Definition MLIRContext.h:63
This class represents a saved insertion point.
Definition Builders.h:330
RAII guard to reset the insertion point of the builder when destroyed.
Definition Builders.h:351
Block::iterator getInsertionPoint() const
Returns the current insertion point of the builder.
Definition Builders.h:448
Block * createBlock(Region *parent, Region::iterator insertPt={}, TypeRange argTypes={}, ArrayRef< Location > locs={})
Add new block with 'argTypes' arguments and set the insertion point to the end of it.
Definition Builders.cpp:439
void setInsertionPoint(Block *block, Block::iterator insertPoint)
Set the insertion point to the specified location.
Definition Builders.h:401
Block * getInsertionBlock() const
Return the block the current insertion point belongs to.
Definition Builders.h:445
Listener * listener
The optional listener for events of this builder.
Definition Builders.h:619
Operation * create(const OperationState &state)
Creates an operation given the fields represented as an OperationState.
Definition Builders.cpp:466
void setInsertionPointAfter(Operation *op)
Sets the insertion point to the node after the specified operation, which will cause subsequent inser...
Definition Builders.h:415
This class represents an operand of an operation.
Definition Value.h:254
This is a value defined by a result of an operation.
Definition Value.h:454
StringRef getStringRef() const
Return the name of this operation. This always succeeds.
Operation is the basic unit of execution within MLIR.
Definition Operation.h:87
Region & getRegion(unsigned index)
Returns the region held by this operation at position 'index'.
Definition Operation.h:738
bool use_empty()
Returns true if this operation has no uses.
Definition Operation.h:904
void dropAllUses()
Drop all uses of results of this operation.
Definition Operation.h:886
Block * getBlock()
Returns the operation block that contains this operation.
Definition Operation.h:230
OpResult getResult(unsigned idx)
Get the 'idx'th result of this operation.
Definition Operation.h:432
unsigned getNumRegions()
Returns the number of regions held by this operation.
Definition Operation.h:726
Location getLoc()
The source location the operation was defined or derived from.
Definition Operation.h:240
Operation * getParentOp()
Returns the closest surrounding operation that contains this operation or nullptr if this is a top-le...
Definition Operation.h:251
Attribute getPropertiesAsAttribute()
Return the properties converted to an attribute.
OperationName getName()
The name of an operation is the key identifier for it.
Definition Operation.h:115
DictionaryAttr getDiscardableAttrDictionary()
Return all of the discardable attributes on this operation as a DictionaryAttr.
Definition Operation.h:553
MutableArrayRef< Region > getRegions()
Returns the regions held by this operation.
Definition Operation.h:729
operand_range getOperands()
Returns an iterator on the underlying Value's.
Definition Operation.h:403
void moveBefore(Operation *existingOp)
Unlink this operation from its current block and insert it right before existingOp which may be in th...
result_range getResults()
Definition Operation.h:440
Region * getParentRegion()
Returns the region to which the instruction belongs.
Definition Operation.h:247
void erase()
Remove this operation from its parent block and delete it.
unsigned getNumResults()
Return the number of results held by this operation.
Definition Operation.h:429
This class represents the benefit of a pattern match in a unitless scheme that ranges from 0 (very li...
bool isImpossibleToMatch() const
PatternBenefit()=default
unsigned short getBenefit() const
If the corresponding pattern can match, return its benefit. If the.
Pattern(StringRef rootName, PatternBenefit benefit, MLIRContext *context, ArrayRef< StringRef > generatedNames={})
Construct a pattern with a certain benefit that matches the operation with the given root name.
This class contains a list of basic blocks and a link to the parent operation it is attached to.
Definition Region.h:26
Block & front()
Definition Region.h:65
bool empty()
Definition Region.h:60
iterator begin()
Definition Region.h:55
BlockListType & getBlocks()
Definition Region.h:45
BlockListType::iterator iterator
Definition Region.h:52
virtual void eraseBlock(Block *block)
This method erases all operations in a block.
Block * splitBlock(Block *block, Block::iterator before)
Split the operations starting at "before" (inclusive) out of the given block into a new block,...
virtual void replaceOp(Operation *op, ValueRange newValues)
Replace the results of the given (original) operation with the specified list of values (replacements...
void moveBlockBefore(Block *block, Block *anotherBlock)
Unlink this block and insert it right before existingBlock.
virtual void finalizeOpModification(Operation *op)
This method is used to signal the end of an in-place modification of the given operation.
virtual void eraseOp(Operation *op)
This method erases an operation that is known to have no uses.
Operation * eraseOpResults(Operation *op, const BitVector &eraseIndices)
Erase the specified results of the given operation.
virtual void replaceUsesWithIf(Value from, Value to, function_ref< bool(OpOperand &)> functor, bool *allUsesReplaced=nullptr)
Find uses of from and replace them with to if the functor returns true.
void replaceAllUsesExcept(Value from, Value to, Operation *exceptedUser)
Find uses of from and replace them with to except if the user is exceptedUser.
virtual void inlineBlockBefore(Block *source, Block *dest, Block::iterator before, ValueRange argValues={})
Inline the operations of block 'source' into block 'dest' before the given position.
void moveOpBefore(Operation *op, Operation *existingOp)
Unlink this operation from its current block and insert it right before existingOp which may be in th...
void mergeBlocks(Block *source, Block *dest, ValueRange argValues={})
Inline the operations of block 'source' into the end of block 'dest'.
void modifyOpInPlace(Operation *root, CallableT &&callable)
This method is a utility wrapper around an in-place modification of an operation.
void moveOpAfter(Operation *op, Operation *existingOp)
Unlink this operation from its current block and insert it right after existingOp which may be in the...
void inlineRegionBefore(Region &region, Region &parent, Region::iterator before)
Move the blocks that belong to "region" before the given position in another region "parent".
virtual void replaceAllUsesWith(Value from, Value to)
Find uses of from and replace them with to.
void replaceAllOpUsesWith(Operation *from, ValueRange to)
Find uses of from and replace them with to.
This class provides an efficient unique identifier for a specific C++ type.
Definition TypeID.h:107
This class provides an abstraction over the different types of ranges over Values.
Definition ValueRange.h:389
This class represents an instance of an SSA value in the MLIR system, representing a computable value...
Definition Value.h:96
use_range getUses() const
Returns a range of all uses, which is useful for iterating over all uses.
Definition Value.h:188
Operation * getOwner() const
Return the owner of this operand.
Definition UseDefLists.h:38
Include the generated interface declarations.
bool mayBeGraphRegion(Region &region)
Return "true" if the given region may be a graph region without SSA dominance.
llvm::function_ref< Fn > function_ref
Definition LLVM.h:147
@ RewriterBaseListener
RewriterBase::Listener or user-derived class.
Definition Builders.h:274
This class represents a listener that may be used to hook into various actions within an OpBuilder.
Definition Builders.h:288
This represents an operation in an abstracted form, suitable for use with the builder APIs.
Attribute propertiesAttr
This Attribute is used to opaquely construct the properties of the operation.
Region * addRegion()
Create a region that should be attached to the operation.
This class acts as a special tag that makes the desire to match "any" operation type explicit.
This class acts as a special tag that makes the desire to match any operation that implements a given...
This class acts as a special tag that makes the desire to match any operation that implements a given...
static constexpr auto makeIterable(RangeT &&range)
Definition Iterators.h:32
static bool classof(const OpBuilder::Listener *base)