MLIR  20.0.0git
AffineLoopInvariantCodeMotion.cpp
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1 //===- AffineLoopInvariantCodeMotion.cpp - Code to perform loop fusion-----===//
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 //
9 // This file implements loop invariant code motion.
10 //
11 //===----------------------------------------------------------------------===//
12 
14 
18 #include "llvm/Support/Debug.h"
19 #include "llvm/Support/raw_ostream.h"
20 
21 namespace mlir {
22 namespace affine {
23 #define GEN_PASS_DEF_AFFINELOOPINVARIANTCODEMOTION
24 #include "mlir/Dialect/Affine/Passes.h.inc"
25 } // namespace affine
26 } // namespace mlir
27 
28 #define DEBUG_TYPE "affine-licm"
29 
30 using namespace mlir;
31 using namespace mlir::affine;
32 
33 namespace {
34 
35 /// Affine loop invariant code motion (LICM) pass.
36 /// TODO: The pass is missing zero tripcount tests.
37 /// TODO: When compared to the other standard LICM pass, this pass
38 /// has some special handling for affine read/write ops but such handling
39 /// requires aliasing to be sound, and as such this pass is unsound. In
40 /// addition, this handling is nothing particular to affine memory ops but would
41 /// apply to any memory read/write effect ops. Either aliasing should be handled
42 /// or this pass can be removed and the standard LICM can be used.
43 struct LoopInvariantCodeMotion
44  : public affine::impl::AffineLoopInvariantCodeMotionBase<
45  LoopInvariantCodeMotion> {
46  void runOnOperation() override;
47  void runOnAffineForOp(AffineForOp forOp);
48 };
49 } // namespace
50 
51 static bool
52 checkInvarianceOfNestedIfOps(AffineIfOp ifOp, AffineForOp loop,
53  SmallPtrSetImpl<Operation *> &opsWithUsers,
54  SmallPtrSetImpl<Operation *> &opsToHoist);
55 static bool isOpLoopInvariant(Operation &op, AffineForOp loop,
56  SmallPtrSetImpl<Operation *> &opsWithUsers,
57  SmallPtrSetImpl<Operation *> &opsToHoist);
58 
59 static bool
60 areAllOpsInTheBlockListInvariant(Region &blockList, AffineForOp loop,
61  SmallPtrSetImpl<Operation *> &opsWithUsers,
62  SmallPtrSetImpl<Operation *> &opsToHoist);
63 
64 /// Returns true if `op` is invariant on `loop`.
65 static bool isOpLoopInvariant(Operation &op, AffineForOp loop,
66  SmallPtrSetImpl<Operation *> &opsWithUsers,
67  SmallPtrSetImpl<Operation *> &opsToHoist) {
68  Value iv = loop.getInductionVar();
69 
70  if (auto ifOp = dyn_cast<AffineIfOp>(op)) {
71  if (!checkInvarianceOfNestedIfOps(ifOp, loop, opsWithUsers, opsToHoist))
72  return false;
73  } else if (auto forOp = dyn_cast<AffineForOp>(op)) {
74  if (!areAllOpsInTheBlockListInvariant(forOp.getRegion(), loop, opsWithUsers,
75  opsToHoist))
76  return false;
77  } else if (auto parOp = dyn_cast<AffineParallelOp>(op)) {
78  if (!areAllOpsInTheBlockListInvariant(parOp.getRegion(), loop, opsWithUsers,
79  opsToHoist))
80  return false;
81  } else if (!isMemoryEffectFree(&op) &&
82  !isa<AffineReadOpInterface, AffineWriteOpInterface>(&op)) {
83  // Check for side-effecting ops. Affine read/write ops are handled
84  // separately below.
85  return false;
86  } else if (isa<AffineReadOpInterface, AffineWriteOpInterface>(op)) {
87  // Register op in the set of ops that have users.
88  opsWithUsers.insert(&op);
90  auto read = dyn_cast<AffineReadOpInterface>(op);
91  Value memref =
92  read ? read.getMemRef() : cast<AffineWriteOpInterface>(op).getMemRef();
93  for (auto *user : memref.getUsers()) {
94  // If the memref used by the load/store is used in a store elsewhere in
95  // the loop nest, we do not hoist. Similarly, if the memref used in a
96  // load is also being stored too, we do not hoist the load.
97  // FIXME: This is missing checking aliases.
98  if (&op == user)
99  continue;
100  if (hasEffect<MemoryEffects::Write>(user, memref) ||
101  (hasEffect<MemoryEffects::Read>(user, memref) &&
102  isa<AffineWriteOpInterface>(op))) {
103  userIVs.clear();
104  getAffineForIVs(*user, &userIVs);
105  // Check that userIVs don't contain the for loop around the op.
106  if (llvm::is_contained(userIVs, loop))
107  return false;
108  }
109  }
110  }
111 
112  // Check operands.
113  ValueRange iterArgs = loop.getRegionIterArgs();
114  for (unsigned int i = 0; i < op.getNumOperands(); ++i) {
115  auto *operandSrc = op.getOperand(i).getDefiningOp();
116 
117  // If the loop IV is the operand, this op isn't loop invariant.
118  if (iv == op.getOperand(i))
119  return false;
120 
121  // If the one of the iter_args is the operand, this op isn't loop invariant.
122  if (llvm::is_contained(iterArgs, op.getOperand(i)))
123  return false;
124 
125  if (operandSrc) {
126  // If the value was defined in the loop (outside of the if/else region),
127  // and that operation itself wasn't meant to be hoisted, then mark this
128  // operation loop dependent.
129  if (opsWithUsers.count(operandSrc) && opsToHoist.count(operandSrc) == 0)
130  return false;
131  }
132  }
133 
134  // If no operand was loop variant, mark this op for motion.
135  opsToHoist.insert(&op);
136  return true;
137 }
138 
139 // Checks if all ops in a region (i.e. list of blocks) are loop invariant.
140 static bool
141 areAllOpsInTheBlockListInvariant(Region &blockList, AffineForOp loop,
142  SmallPtrSetImpl<Operation *> &opsWithUsers,
143  SmallPtrSetImpl<Operation *> &opsToHoist) {
144 
145  for (auto &b : blockList) {
146  for (auto &op : b) {
147  if (!isOpLoopInvariant(op, loop, opsWithUsers, opsToHoist))
148  return false;
149  }
150  }
151 
152  return true;
153 }
154 
155 // Returns true if the affine.if op can be hoisted.
156 static bool
157 checkInvarianceOfNestedIfOps(AffineIfOp ifOp, AffineForOp loop,
158  SmallPtrSetImpl<Operation *> &opsWithUsers,
159  SmallPtrSetImpl<Operation *> &opsToHoist) {
160  if (!areAllOpsInTheBlockListInvariant(ifOp.getThenRegion(), loop,
161  opsWithUsers, opsToHoist))
162  return false;
163 
164  if (!areAllOpsInTheBlockListInvariant(ifOp.getElseRegion(), loop,
165  opsWithUsers, opsToHoist))
166  return false;
167 
168  return true;
169 }
170 
171 void LoopInvariantCodeMotion::runOnAffineForOp(AffineForOp forOp) {
172  // This is the place where hoisted instructions would reside.
173  OpBuilder b(forOp.getOperation());
174 
175  SmallPtrSet<Operation *, 8> opsToHoist;
176  SmallVector<Operation *, 8> opsToMove;
177  SmallPtrSet<Operation *, 8> opsWithUsers;
178 
179  for (Operation &op : *forOp.getBody()) {
180  // Register op in the set of ops that have users. This set is used
181  // to prevent hoisting ops that depend on these ops that are
182  // not being hoisted.
183  if (!op.use_empty())
184  opsWithUsers.insert(&op);
185  if (!isa<AffineYieldOp>(op)) {
186  if (isOpLoopInvariant(op, forOp, opsWithUsers, opsToHoist)) {
187  opsToMove.push_back(&op);
188  }
189  }
190  }
191 
192  // For all instructions that we found to be invariant, place sequentially
193  // right before the for loop.
194  for (auto *op : opsToMove) {
195  op->moveBefore(forOp);
196  }
197 }
198 
199 void LoopInvariantCodeMotion::runOnOperation() {
200  // Walk through all loops in a function in innermost-loop-first order. This
201  // way, we first LICM from the inner loop, and place the ops in
202  // the outer loop, which in turn can be further LICM'ed.
203  getOperation().walk([&](AffineForOp op) { runOnAffineForOp(op); });
204 }
205 
206 std::unique_ptr<OperationPass<func::FuncOp>>
208  return std::make_unique<LoopInvariantCodeMotion>();
209 }
static bool isOpLoopInvariant(Operation &op, AffineForOp loop, SmallPtrSetImpl< Operation * > &opsWithUsers, SmallPtrSetImpl< Operation * > &opsToHoist)
Returns true if op is invariant on loop.
static bool areAllOpsInTheBlockListInvariant(Region &blockList, AffineForOp loop, SmallPtrSetImpl< Operation * > &opsWithUsers, SmallPtrSetImpl< Operation * > &opsToHoist)
static bool checkInvarianceOfNestedIfOps(AffineIfOp ifOp, AffineForOp loop, SmallPtrSetImpl< Operation * > &opsWithUsers, SmallPtrSetImpl< Operation * > &opsToHoist)
This class helps build Operations.
Definition: Builders.h:216
Operation is the basic unit of execution within MLIR.
Definition: Operation.h:88
Value getOperand(unsigned idx)
Definition: Operation.h:350
unsigned getNumOperands()
Definition: Operation.h:346
This class contains a list of basic blocks and a link to the parent operation it is attached to.
Definition: Region.h:26
This class provides an abstraction over the different types of ranges over Values.
Definition: ValueRange.h:381
This class represents an instance of an SSA value in the MLIR system, representing a computable value...
Definition: Value.h:96
user_range getUsers() const
Definition: Value.h:228
Operation * getDefiningOp() const
If this value is the result of an operation, return the operation that defines it.
Definition: Value.cpp:20
std::unique_ptr< OperationPass< func::FuncOp > > createAffineLoopInvariantCodeMotionPass()
Creates a loop invariant code motion pass that hoists loop invariant operations out of affine loops.
void getAffineForIVs(Operation &op, SmallVectorImpl< AffineForOp > *loops)
Populates 'loops' with IVs of the affine.for ops surrounding 'op' ordered from the outermost 'affine....
Definition: Utils.cpp:633
Include the generated interface declarations.
bool isMemoryEffectFree(Operation *op)
Returns true if the given operation is free of memory effects.