| //===- ForToWhile.cpp - scf.for to scf.while loop conversion --------------===// |
| // |
| // 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 |
| // |
| //===----------------------------------------------------------------------===// |
| // |
| // Transforms SCF.ForOp's into SCF.WhileOp's. |
| // |
| //===----------------------------------------------------------------------===// |
| |
| #include "mlir/Dialect/SCF/Transforms/Passes.h" |
| |
| #include "mlir/Dialect/Arith/IR/Arith.h" |
| #include "mlir/Dialect/SCF/IR/SCF.h" |
| #include "mlir/Dialect/SCF/Transforms/Transforms.h" |
| #include "mlir/IR/PatternMatch.h" |
| #include "mlir/Transforms/GreedyPatternRewriteDriver.h" |
| |
| namespace mlir { |
| #define GEN_PASS_DEF_SCFFORTOWHILELOOP |
| #include "mlir/Dialect/SCF/Transforms/Passes.h.inc" |
| } // namespace mlir |
| |
| using namespace llvm; |
| using namespace mlir; |
| using scf::ForOp; |
| using scf::WhileOp; |
| |
| namespace { |
| |
| struct ForLoopLoweringPattern : public OpRewritePattern<ForOp> { |
| using OpRewritePattern<ForOp>::OpRewritePattern; |
| |
| LogicalResult matchAndRewrite(ForOp forOp, |
| PatternRewriter &rewriter) const override { |
| // Generate type signature for the loop-carried values. The induction |
| // variable is placed first, followed by the forOp.iterArgs. |
| SmallVector<Type> lcvTypes; |
| SmallVector<Location> lcvLocs; |
| lcvTypes.push_back(forOp.getInductionVar().getType()); |
| lcvLocs.push_back(forOp.getInductionVar().getLoc()); |
| for (Value value : forOp.getInitArgs()) { |
| lcvTypes.push_back(value.getType()); |
| lcvLocs.push_back(value.getLoc()); |
| } |
| |
| // Build scf.WhileOp |
| SmallVector<Value> initArgs; |
| initArgs.push_back(forOp.getLowerBound()); |
| llvm::append_range(initArgs, forOp.getInitArgs()); |
| auto whileOp = rewriter.create<WhileOp>(forOp.getLoc(), lcvTypes, initArgs, |
| forOp->getAttrs()); |
| |
| // 'before' region contains the loop condition and forwarding of iteration |
| // arguments to the 'after' region. |
| auto *beforeBlock = rewriter.createBlock( |
| &whileOp.getBefore(), whileOp.getBefore().begin(), lcvTypes, lcvLocs); |
| rewriter.setInsertionPointToStart(whileOp.getBeforeBody()); |
| auto cmpOp = rewriter.create<arith::CmpIOp>( |
| whileOp.getLoc(), arith::CmpIPredicate::slt, |
| beforeBlock->getArgument(0), forOp.getUpperBound()); |
| rewriter.create<scf::ConditionOp>(whileOp.getLoc(), cmpOp.getResult(), |
| beforeBlock->getArguments()); |
| |
| // Inline for-loop body into an executeRegion operation in the "after" |
| // region. The return type of the execRegionOp does not contain the |
| // iv - yields in the source for-loop contain only iterArgs. |
| auto *afterBlock = rewriter.createBlock( |
| &whileOp.getAfter(), whileOp.getAfter().begin(), lcvTypes, lcvLocs); |
| |
| // Add induction variable incrementation |
| rewriter.setInsertionPointToEnd(afterBlock); |
| auto ivIncOp = rewriter.create<arith::AddIOp>( |
| whileOp.getLoc(), afterBlock->getArgument(0), forOp.getStep()); |
| |
| // Rewrite uses of the for-loop block arguments to the new while-loop |
| // "after" arguments |
| for (const auto &barg : enumerate(forOp.getBody(0)->getArguments())) |
| rewriter.replaceAllUsesWith(barg.value(), |
| afterBlock->getArgument(barg.index())); |
| |
| // Inline for-loop body operations into 'after' region. |
| for (auto &arg : llvm::make_early_inc_range(*forOp.getBody())) |
| rewriter.moveOpBefore(&arg, afterBlock, afterBlock->end()); |
| |
| // Add incremented IV to yield operations |
| for (auto yieldOp : afterBlock->getOps<scf::YieldOp>()) { |
| SmallVector<Value> yieldOperands = yieldOp.getOperands(); |
| yieldOperands.insert(yieldOperands.begin(), ivIncOp.getResult()); |
| rewriter.modifyOpInPlace(yieldOp, |
| [&]() { yieldOp->setOperands(yieldOperands); }); |
| } |
| |
| // We cannot do a direct replacement of the forOp since the while op returns |
| // an extra value (the induction variable escapes the loop through being |
| // carried in the set of iterargs). Instead, rewrite uses of the forOp |
| // results. |
| for (const auto &arg : llvm::enumerate(forOp.getResults())) |
| rewriter.replaceAllUsesWith(arg.value(), |
| whileOp.getResult(arg.index() + 1)); |
| |
| rewriter.eraseOp(forOp); |
| return success(); |
| } |
| }; |
| |
| struct ForToWhileLoop : public impl::SCFForToWhileLoopBase<ForToWhileLoop> { |
| void runOnOperation() override { |
| auto *parentOp = getOperation(); |
| MLIRContext *ctx = parentOp->getContext(); |
| RewritePatternSet patterns(ctx); |
| patterns.add<ForLoopLoweringPattern>(ctx); |
| (void)applyPatternsAndFoldGreedily(parentOp, std::move(patterns)); |
| } |
| }; |
| } // namespace |
| |
| std::unique_ptr<Pass> mlir::createForToWhileLoopPass() { |
| return std::make_unique<ForToWhileLoop>(); |
| } |