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//===- AffineLoopInvariantCodeMotion.cpp - Code to perform loop fusion-----===//
//
// 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
//
//===----------------------------------------------------------------------===//
//
// This file implements loop invariant code motion.
//
//===----------------------------------------------------------------------===//
#include "mlir/Dialect/Affine/Passes.h"
#include "mlir/Analysis/SliceAnalysis.h"
#include "mlir/Dialect/Affine/Analysis/AffineAnalysis.h"
#include "mlir/Dialect/Affine/Analysis/AffineStructures.h"
#include "mlir/Dialect/Affine/Analysis/LoopAnalysis.h"
#include "mlir/Dialect/Affine/Analysis/Utils.h"
#include "mlir/Dialect/Affine/IR/AffineOps.h"
#include "mlir/Dialect/Affine/LoopUtils.h"
#include "mlir/Dialect/Affine/Utils.h"
#include "mlir/Dialect/Arith/IR/Arith.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"
#include "mlir/IR/AffineExpr.h"
#include "mlir/IR/AffineMap.h"
#include "mlir/IR/Builders.h"
#include "mlir/IR/Matchers.h"
#include "mlir/Interfaces/SideEffectInterfaces.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/DenseSet.h"
#include "llvm/ADT/SmallPtrSet.h"
#include "llvm/Support/CommandLine.h"
#include "llvm/Support/Debug.h"
#include "llvm/Support/raw_ostream.h"
namespace mlir {
namespace affine {
#define GEN_PASS_DEF_AFFINELOOPINVARIANTCODEMOTION
#include "mlir/Dialect/Affine/Passes.h.inc"
} // namespace affine
} // namespace mlir
#define DEBUG_TYPE "licm"
using namespace mlir;
using namespace mlir::affine;
namespace {
/// Loop invariant code motion (LICM) pass.
/// TODO: The pass is missing zero-trip tests.
/// TODO: This code should be removed once the new LICM pass can handle its
/// uses.
struct LoopInvariantCodeMotion
: public affine::impl::AffineLoopInvariantCodeMotionBase<
LoopInvariantCodeMotion> {
void runOnOperation() override;
void runOnAffineForOp(AffineForOp forOp);
};
} // namespace
static bool
checkInvarianceOfNestedIfOps(AffineIfOp ifOp, Value indVar, ValueRange iterArgs,
SmallPtrSetImpl<Operation *> &opsWithUsers,
SmallPtrSetImpl<Operation *> &opsToHoist);
static bool isOpLoopInvariant(Operation &op, Value indVar, ValueRange iterArgs,
SmallPtrSetImpl<Operation *> &opsWithUsers,
SmallPtrSetImpl<Operation *> &opsToHoist);
static bool
areAllOpsInTheBlockListInvariant(Region &blockList, Value indVar,
ValueRange iterArgs,
SmallPtrSetImpl<Operation *> &opsWithUsers,
SmallPtrSetImpl<Operation *> &opsToHoist);
// Returns true if the individual op is loop invariant.
static bool isOpLoopInvariant(Operation &op, Value indVar, ValueRange iterArgs,
SmallPtrSetImpl<Operation *> &opsWithUsers,
SmallPtrSetImpl<Operation *> &opsToHoist) {
LLVM_DEBUG(llvm::dbgs() << "iterating on op: " << op;);
if (auto ifOp = dyn_cast<AffineIfOp>(op)) {
if (!checkInvarianceOfNestedIfOps(ifOp, indVar, iterArgs, opsWithUsers,
opsToHoist))
return false;
} else if (auto forOp = dyn_cast<AffineForOp>(op)) {
if (!areAllOpsInTheBlockListInvariant(forOp.getLoopBody(), indVar, iterArgs,
opsWithUsers, opsToHoist))
return false;
} else if (auto parOp = dyn_cast<AffineParallelOp>(op)) {
if (!areAllOpsInTheBlockListInvariant(parOp.getLoopBody(), indVar, iterArgs,
opsWithUsers, opsToHoist))
return false;
} else if (!isMemoryEffectFree(&op) &&
!isa<AffineReadOpInterface, AffineWriteOpInterface,
AffinePrefetchOp>(&op)) {
// Check for side-effecting ops. Affine read/write ops are handled
// separately below.
return false;
} else if (!matchPattern(&op, m_Constant())) {
// Register op in the set of ops that have users.
opsWithUsers.insert(&op);
if (isa<AffineReadOpInterface, AffineWriteOpInterface>(op)) {
auto read = dyn_cast<AffineReadOpInterface>(op);
Value memref = read ? read.getMemRef()
: cast<AffineWriteOpInterface>(op).getMemRef();
for (auto *user : memref.getUsers()) {
// If this memref has a user that is a DMA, give up because these
// operations write to this memref.
if (isa<AffineDmaStartOp, AffineDmaWaitOp>(user))
return false;
// If the memref used by the load/store is used in a store elsewhere in
// the loop nest, we do not hoist. Similarly, if the memref used in a
// load is also being stored too, we do not hoist the load.
if (isa<AffineWriteOpInterface>(user) ||
(isa<AffineReadOpInterface>(user) &&
isa<AffineWriteOpInterface>(op))) {
if (&op != user) {
SmallVector<AffineForOp, 8> userIVs;
getAffineForIVs(*user, &userIVs);
// Check that userIVs don't contain the for loop around the op.
if (llvm::is_contained(userIVs, getForInductionVarOwner(indVar)))
return false;
}
}
}
}
if (op.getNumOperands() == 0 && !isa<AffineYieldOp>(op)) {
LLVM_DEBUG(llvm::dbgs() << "Non-constant op with 0 operands\n");
return false;
}
}
// Check operands.
for (unsigned int i = 0; i < op.getNumOperands(); ++i) {
auto *operandSrc = op.getOperand(i).getDefiningOp();
LLVM_DEBUG(
op.getOperand(i).print(llvm::dbgs() << "Iterating on operand\n"));
// If the loop IV is the operand, this op isn't loop invariant.
if (indVar == op.getOperand(i)) {
LLVM_DEBUG(llvm::dbgs() << "Loop IV is the operand\n");
return false;
}
// If the one of the iter_args is the operand, this op isn't loop invariant.
if (llvm::is_contained(iterArgs, op.getOperand(i))) {
LLVM_DEBUG(llvm::dbgs() << "One of the iter_args is the operand\n");
return false;
}
if (operandSrc) {
LLVM_DEBUG(llvm::dbgs() << *operandSrc << "Iterating on operand src\n");
// If the value was defined in the loop (outside of the if/else region),
// and that operation itself wasn't meant to be hoisted, then mark this
// operation loop dependent.
if (opsWithUsers.count(operandSrc) && opsToHoist.count(operandSrc) == 0)
return false;
}
}
// If no operand was loop variant, mark this op for motion.
opsToHoist.insert(&op);
return true;
}
// Checks if all ops in a region (i.e. list of blocks) are loop invariant.
static bool
areAllOpsInTheBlockListInvariant(Region &blockList, Value indVar,
ValueRange iterArgs,
SmallPtrSetImpl<Operation *> &opsWithUsers,
SmallPtrSetImpl<Operation *> &opsToHoist) {
for (auto &b : blockList) {
for (auto &op : b) {
if (!isOpLoopInvariant(op, indVar, iterArgs, opsWithUsers, opsToHoist))
return false;
}
}
return true;
}
// Returns true if the affine.if op can be hoisted.
static bool
checkInvarianceOfNestedIfOps(AffineIfOp ifOp, Value indVar, ValueRange iterArgs,
SmallPtrSetImpl<Operation *> &opsWithUsers,
SmallPtrSetImpl<Operation *> &opsToHoist) {
if (!areAllOpsInTheBlockListInvariant(ifOp.getThenRegion(), indVar, iterArgs,
opsWithUsers, opsToHoist))
return false;
if (!areAllOpsInTheBlockListInvariant(ifOp.getElseRegion(), indVar, iterArgs,
opsWithUsers, opsToHoist))
return false;
return true;
}
void LoopInvariantCodeMotion::runOnAffineForOp(AffineForOp forOp) {
auto *loopBody = forOp.getBody();
auto indVar = forOp.getInductionVar();
ValueRange iterArgs = forOp.getRegionIterArgs();
// This is the place where hoisted instructions would reside.
OpBuilder b(forOp.getOperation());
SmallPtrSet<Operation *, 8> opsToHoist;
SmallVector<Operation *, 8> opsToMove;
SmallPtrSet<Operation *, 8> opsWithUsers;
for (auto &op : *loopBody) {
// Register op in the set of ops that have users. This set is used
// to prevent hoisting ops that depend on these ops that are
// not being hoisted.
if (!op.use_empty())
opsWithUsers.insert(&op);
if (!isa<AffineYieldOp>(op)) {
if (isOpLoopInvariant(op, indVar, iterArgs, opsWithUsers, opsToHoist)) {
opsToMove.push_back(&op);
}
}
}
// For all instructions that we found to be invariant, place sequentially
// right before the for loop.
for (auto *op : opsToMove) {
op->moveBefore(forOp);
}
LLVM_DEBUG(forOp->print(llvm::dbgs() << "Modified loop\n"));
}
void LoopInvariantCodeMotion::runOnOperation() {
// Walk through all loops in a function in innermost-loop-first order. This
// way, we first LICM from the inner loop, and place the ops in
// the outer loop, which in turn can be further LICM'ed.
getOperation().walk([&](AffineForOp op) {
LLVM_DEBUG(op->print(llvm::dbgs() << "\nOriginal loop\n"));
runOnAffineForOp(op);
});
}
std::unique_ptr<OperationPass<func::FuncOp>>
mlir::affine::createAffineLoopInvariantCodeMotionPass() {
return std::make_unique<LoopInvariantCodeMotion>();
}
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