169 lines
5.8 KiB
C++
169 lines
5.8 KiB
C++
//===- Unroll.cpp - Code to perform loop unrolling ------------------------===//
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//
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// Copyright 2019 The MLIR Authors.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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// =============================================================================
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//
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// This file implements loop unrolling.
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//
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//===----------------------------------------------------------------------===//
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#include "mlir/IR/Attributes.h"
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#include "mlir/IR/Builders.h"
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#include "mlir/IR/CFGFunction.h"
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#include "mlir/IR/MLFunction.h"
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#include "mlir/IR/Module.h"
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#include "mlir/IR/OperationSet.h"
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#include "mlir/IR/StandardOps.h"
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#include "mlir/IR/Statements.h"
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#include "mlir/IR/StmtVisitor.h"
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#include "mlir/Transforms/Pass.h"
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#include "mlir/Transforms/Passes.h"
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#include "llvm/ADT/DenseMap.h"
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#include "llvm/Support/raw_ostream.h"
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using namespace mlir;
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namespace {
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struct LoopUnroll : public MLFunctionPass {
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void runOnMLFunction(MLFunction *f) override;
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void runOnForStmt(ForStmt *forStmt);
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};
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struct ShortLoopUnroll : public LoopUnroll {
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const unsigned minTripCount;
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void runOnMLFunction(MLFunction *f) override;
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ShortLoopUnroll(unsigned minTripCount) : minTripCount(minTripCount) {}
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};
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} // end anonymous namespace
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MLFunctionPass *mlir::createLoopUnrollPass() { return new LoopUnroll(); }
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MLFunctionPass *mlir::createLoopUnrollPass(unsigned minTripCount) {
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return new ShortLoopUnroll(minTripCount);
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}
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/// Unrolls all the innermost loops of this MLFunction.
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void LoopUnroll::runOnMLFunction(MLFunction *f) {
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// Gathers all innermost loops through a post order pruned walk.
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class InnermostLoopGatherer : public StmtWalker<InnermostLoopGatherer, bool> {
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public:
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// Store innermost loops as we walk.
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std::vector<ForStmt *> loops;
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// This method specialized to encode custom return logic.
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typedef llvm::iplist<Statement> StmtListType;
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bool walkPostOrder(StmtListType::iterator Start,
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StmtListType::iterator End) {
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bool hasInnerLoops = false;
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// We need to walk all elements since all innermost loops need to be
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// gathered as opposed to determining whether this list has any inner
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// loops or not.
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while (Start != End)
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hasInnerLoops |= walkPostOrder(&(*Start++));
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return hasInnerLoops;
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}
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bool walkForStmtPostOrder(ForStmt *forStmt) {
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bool hasInnerLoops = walkPostOrder(forStmt->begin(), forStmt->end());
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if (!hasInnerLoops)
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loops.push_back(forStmt);
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return true;
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}
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bool walkIfStmtPostOrder(IfStmt *ifStmt) {
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bool hasInnerLoops =
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walkPostOrder(ifStmt->getThen()->begin(), ifStmt->getThen()->end());
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hasInnerLoops |=
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walkPostOrder(ifStmt->getElse()->begin(), ifStmt->getElse()->end());
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return hasInnerLoops;
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}
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bool visitOperationStmt(OperationStmt *opStmt) { return false; }
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// FIXME: can't use base class method for this because that in turn would
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// need to use the derived class method above. CRTP doesn't allow it, and
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// the compiler error resulting from it is also misleading.
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using StmtWalker<InnermostLoopGatherer, bool>::walkPostOrder;
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};
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InnermostLoopGatherer ilg;
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ilg.walkPostOrder(f);
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auto &loops = ilg.loops;
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for (auto *forStmt : loops)
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runOnForStmt(forStmt);
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}
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/// Unrolls all loops with trip count <= minTripCount.
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void ShortLoopUnroll::runOnMLFunction(MLFunction *f) {
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// Gathers all loops with trip count <= minTripCount.
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class ShortLoopGatherer : public StmtWalker<ShortLoopGatherer> {
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public:
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// Store short loops as we walk.
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std::vector<ForStmt *> loops;
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const unsigned minTripCount;
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ShortLoopGatherer(unsigned minTripCount) : minTripCount(minTripCount) {}
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void visitForStmt(ForStmt *forStmt) {
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auto lb = forStmt->getLowerBound()->getValue();
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auto ub = forStmt->getUpperBound()->getValue();
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auto step = forStmt->getStep()->getValue();
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if ((ub - lb) / step + 1 <= minTripCount)
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loops.push_back(forStmt);
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}
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};
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ShortLoopGatherer slg(minTripCount);
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slg.walk(f);
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auto &loops = slg.loops;
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for (auto *forStmt : loops)
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runOnForStmt(forStmt);
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}
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/// Unroll this For loop completely.
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void LoopUnroll::runOnForStmt(ForStmt *forStmt) {
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auto lb = forStmt->getLowerBound()->getValue();
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auto ub = forStmt->getUpperBound()->getValue();
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auto step = forStmt->getStep()->getValue();
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// Builder to add constants need for the unrolled iterator.
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auto *mlFunc = forStmt->findFunction();
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MLFuncBuilder funcTopBuilder(&mlFunc->front());
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// Builder to insert the unrolled bodies. We insert right after the
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/// ForStmt we're unrolling.
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MLFuncBuilder builder(forStmt->getBlock(), ++StmtBlock::iterator(forStmt));
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// Unroll the contents of 'forStmt'.
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for (int64_t i = lb; i <= ub; i += step) {
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DenseMap<const MLValue *, MLValue *> operandMapping;
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// If the induction variable is used, create a constant for this unrolled
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// value and add an operand mapping for it.
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if (!forStmt->use_empty()) {
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auto *ivConst =
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funcTopBuilder.create<ConstantAffineIntOp>(i)->getResult();
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operandMapping[forStmt] = cast<MLValue>(ivConst);
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}
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// Clone the body of the loop.
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for (auto &childStmt : *forStmt) {
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(void)builder.clone(childStmt, operandMapping);
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}
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}
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// Erase the original 'for' stmt from the block.
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forStmt->eraseFromBlock();
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}
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