| //=== TestParallelLoopUnrolling.cpp - loop unrolling test pass ===// | |
| // | |
| // 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 a pass to unroll loops by a specified unroll factor. | |
| // | |
| //===----------------------------------------------------------------------===// | |
| #include "mlir/Dialect/Arith/IR/Arith.h" | |
| #include "mlir/Dialect/SCF/IR/SCF.h" | |
| #include "mlir/Dialect/SCF/Utils/Utils.h" | |
| #include "mlir/IR/Builders.h" | |
| #include "mlir/Pass/Pass.h" | |
| #include "llvm/ADT/STLExtras.h" | |
| using namespace mlir; | |
| namespace { | |
| static unsigned getNestingDepth(Operation *op) { | |
| Operation *currOp = op; | |
| unsigned depth = 0; | |
| while ((currOp = currOp->getParentOp())) { | |
| if (isa<scf::ParallelOp>(currOp)) | |
| depth++; | |
| } | |
| return depth; | |
| } | |
| struct TestParallelLoopUnrollingPass | |
| : public PassWrapper<TestParallelLoopUnrollingPass, OperationPass<>> { | |
| MLIR_DEFINE_EXPLICIT_INTERNAL_INLINE_TYPE_ID(TestParallelLoopUnrollingPass) | |
| StringRef getArgument() const final { return "test-parallel-loop-unrolling"; } | |
| StringRef getDescription() const final { | |
| return "Tests parallel loop unrolling transformation"; | |
| } | |
| TestParallelLoopUnrollingPass() = default; | |
| TestParallelLoopUnrollingPass(const TestParallelLoopUnrollingPass &) {} | |
| void getDependentDialects(DialectRegistry ®istry) const override { | |
| registry.insert<arith::ArithDialect>(); | |
| } | |
| void runOnOperation() override { | |
| if (unrollFactors.empty()) { | |
| emitError(UnknownLoc::get(&getContext()), | |
| "missing `unroll-factors` pass option"); | |
| signalPassFailure(); | |
| return; | |
| } | |
| if (llvm::is_contained(unrollFactors, 0)) { | |
| emitError(UnknownLoc::get(&getContext()), | |
| "unroll factors must be non-zero"); | |
| signalPassFailure(); | |
| return; | |
| } | |
| SmallVector<scf::ParallelOp, 4> loops; | |
| getOperation()->walk([&](scf::ParallelOp parLoop) { | |
| if (getNestingDepth(parLoop) == loopDepth) | |
| loops.push_back(parLoop); | |
| }); | |
| auto annotateFn = [this](unsigned i, Operation *op, OpBuilder b) { | |
| if (annotateLoop) { | |
| op->setDiscardableAttr("unrolled_iteration", b.getUI32IntegerAttr(i)); | |
| } | |
| }; | |
| PatternRewriter rewriter(getOperation()->getContext()); | |
| for (auto loop : loops) { | |
| (void)parallelLoopUnrollByFactors(loop, unrollFactors, rewriter, | |
| annotateFn); | |
| } | |
| } | |
| ListOption<uint64_t> unrollFactors{ | |
| *this, "unroll-factors", | |
| llvm::cl::desc( | |
| "Unroll factors for each parallel loop dim. If fewer factors than " | |
| "loop dims are provided, they are applied to the inner dims.")}; | |
| Option<unsigned> loopDepth{*this, "loop-depth", llvm::cl::desc("Loop depth."), | |
| llvm::cl::init(0)}; | |
| Option<bool> annotateLoop{*this, "annotate", | |
| llvm::cl::desc("Annotate unrolled iterations."), | |
| llvm::cl::init(false)}; | |
| }; | |
| } // namespace | |
| namespace mlir { | |
| namespace test { | |
| void registerTestParallelLoopUnrollingPass() { | |
| PassRegistration<TestParallelLoopUnrollingPass>(); | |
| } | |
| } // namespace test | |
| } // namespace mlir |