dbd9818db3
- In the SCF Utils, add the `parallelLoopUnrollByFactors()` function to unroll scf::ParallelOp loops according to the specified unroll factors - Add a test pass "TestParallelLoopUnrolling" and the related LIT test - Expose `mlir::parallelLoopUnrollByFactors()`, `mlir::generateUnrolledLoop()`, and `mlir::scf::computeUbMinusLb()` functions in the mlir/Dialect/SCF/Utils/Utils.h and /IR/SCF.h headers to make them available to other passes. - In `mlir::generateUnrolledLoop()`, add an optional `IRMapping *clonedToSrcOpsMap` argument to map the new cloned operations to their original ones. In the function body, change the default `AnnotateFn` type to `static const` to silence potential warnings about dangling references when a function_ref is assigned to a variable with automatic storage. Signed-off-by: Fabrizio Indirli <Fabrizio.Indirli@arm.com>
86 lines
2.9 KiB
C++
86 lines
2.9 KiB
C++
//=== TestParallelLoopUnrolling.cpp - loop unrolling test pass ===//
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//
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// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
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// See https://llvm.org/LICENSE.txt for license information.
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// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
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//
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//===----------------------------------------------------------------------===//
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//
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// This file implements a pass to unroll loops by a specified unroll factor.
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//
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//===----------------------------------------------------------------------===//
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#include "mlir/Dialect/Arith/IR/Arith.h"
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#include "mlir/Dialect/SCF/IR/SCF.h"
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#include "mlir/Dialect/SCF/Utils/Utils.h"
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#include "mlir/IR/Builders.h"
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#include "mlir/Pass/Pass.h"
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using namespace mlir;
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namespace {
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static unsigned getNestingDepth(Operation *op) {
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Operation *currOp = op;
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unsigned depth = 0;
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while ((currOp = currOp->getParentOp())) {
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if (isa<scf::ParallelOp>(currOp))
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depth++;
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}
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return depth;
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}
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struct TestParallelLoopUnrollingPass
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: public PassWrapper<TestParallelLoopUnrollingPass, OperationPass<>> {
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MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestParallelLoopUnrollingPass)
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StringRef getArgument() const final { return "test-parallel-loop-unrolling"; }
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StringRef getDescription() const final {
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return "Tests parallel loop unrolling transformation";
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}
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TestParallelLoopUnrollingPass() = default;
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TestParallelLoopUnrollingPass(const TestParallelLoopUnrollingPass &) {}
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void getDependentDialects(DialectRegistry ®istry) const override {
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registry.insert<arith::ArithDialect>();
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}
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void runOnOperation() override {
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SmallVector<scf::ParallelOp, 4> loops;
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getOperation()->walk([&](scf::ParallelOp parLoop) {
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if (getNestingDepth(parLoop) == loopDepth)
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loops.push_back(parLoop);
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});
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auto annotateFn = [this](unsigned i, Operation *op, OpBuilder b) {
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if (annotateLoop) {
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op->setAttr("unrolled_iteration", b.getUI32IntegerAttr(i));
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}
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};
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PatternRewriter rewriter(getOperation()->getContext());
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for (auto loop : loops) {
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(void)parallelLoopUnrollByFactors(loop, unrollFactors, rewriter,
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annotateFn);
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}
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}
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ListOption<uint64_t> unrollFactors{
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*this, "unroll-factors",
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llvm::cl::desc(
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"Unroll factors for each parallel loop dim. If fewer factors than "
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"loop dims are provided, they are applied to the inner dims.")};
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Option<unsigned> loopDepth{*this, "loop-depth", llvm::cl::desc("Loop depth."),
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llvm::cl::init(0)};
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Option<bool> annotateLoop{*this, "annotate",
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llvm::cl::desc("Annotate unrolled iterations."),
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llvm::cl::init(false)};
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};
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} // namespace
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namespace mlir {
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namespace test {
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void registerTestParallelLoopUnrollingPass() {
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PassRegistration<TestParallelLoopUnrollingPass>();
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}
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} // namespace test
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} // namespace mlir
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