155 lines
5.4 KiB
C++
155 lines
5.4 KiB
C++
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//===- LoopUnroll.cpp - Code to perform loop unrolling --------------------===//
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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 loop unrolling.
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//
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//===----------------------------------------------------------------------===//
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#include "mlir/Dialect/Affine/Passes.h"
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#include "mlir/Dialect/Affine/Analysis/LoopAnalysis.h"
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#include "mlir/Dialect/Affine/IR/AffineOps.h"
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#include "mlir/Dialect/Affine/LoopUtils.h"
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#include "mlir/Dialect/Func/IR/FuncOps.h"
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#include "mlir/IR/AffineExpr.h"
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#include "mlir/IR/AffineMap.h"
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#include "mlir/IR/Builders.h"
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#include "llvm/ADT/DenseMap.h"
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#include "llvm/Support/CommandLine.h"
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#include "llvm/Support/Debug.h"
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#include <optional>
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namespace mlir {
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namespace affine {
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#define GEN_PASS_DEF_AFFINELOOPUNROLL
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#include "mlir/Dialect/Affine/Passes.h.inc"
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} // namespace affine
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} // namespace mlir
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#define DEBUG_TYPE "affine-loop-unroll"
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using namespace mlir;
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using namespace mlir::affine;
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namespace {
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// TODO: this is really a test pass and should be moved out of dialect
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// transforms.
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/// Loop unrolling pass. Unrolls all innermost loops unless full unrolling and a
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/// full unroll threshold was specified, in which case, fully unrolls all loops
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/// with trip count less than the specified threshold. The latter is for testing
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/// purposes, especially for testing outer loop unrolling.
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struct LoopUnroll : public affine::impl::AffineLoopUnrollBase<LoopUnroll> {
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// Callback to obtain unroll factors; if this has a callable target, takes
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// precedence over command-line argument or passed argument.
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const std::function<unsigned(AffineForOp)> getUnrollFactor;
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LoopUnroll() : getUnrollFactor(nullptr) {}
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LoopUnroll(const LoopUnroll &other)
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= default;
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explicit LoopUnroll(
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std::optional<unsigned> unrollFactor = std::nullopt,
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bool unrollUpToFactor = false, bool unrollFull = false,
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const std::function<unsigned(AffineForOp)> &getUnrollFactor = nullptr)
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: getUnrollFactor(getUnrollFactor) {
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if (unrollFactor)
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this->unrollFactor = *unrollFactor;
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this->unrollUpToFactor = unrollUpToFactor;
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this->unrollFull = unrollFull;
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}
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void runOnOperation() override;
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/// Unroll this for op. Returns failure if nothing was done.
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LogicalResult runOnAffineForOp(AffineForOp forOp);
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};
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} // namespace
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/// Returns true if no other affine.for ops are nested within `op`.
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static bool isInnermostAffineForOp(AffineForOp op) {
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return !op.getBody()
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->walk([&](AffineForOp nestedForOp) {
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return WalkResult::interrupt();
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})
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.wasInterrupted();
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}
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/// Gathers loops that have no affine.for's nested within.
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static void gatherInnermostLoops(func::FuncOp f,
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SmallVectorImpl<AffineForOp> &loops) {
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f.walk([&](AffineForOp forOp) {
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if (isInnermostAffineForOp(forOp))
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loops.push_back(forOp);
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});
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}
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void LoopUnroll::runOnOperation() {
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func::FuncOp func = getOperation();
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if (func.isExternal())
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return;
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if (unrollFull && unrollFullThreshold.hasValue()) {
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// Store short loops as we walk.
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SmallVector<AffineForOp, 4> loops;
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// Gathers all loops with trip count <= minTripCount. Do a post order walk
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// so that loops are gathered from innermost to outermost (or else unrolling
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// an outer one may delete gathered inner ones).
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getOperation().walk([&](AffineForOp forOp) {
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std::optional<uint64_t> tripCount = getConstantTripCount(forOp);
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if (tripCount && *tripCount <= unrollFullThreshold)
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loops.push_back(forOp);
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});
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for (auto forOp : loops)
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(void)loopUnrollFull(forOp);
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return;
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}
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// If the call back is provided, we will recurse until no loops are found.
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SmallVector<AffineForOp, 4> loops;
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for (unsigned i = 0; i < numRepetitions || getUnrollFactor; i++) {
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loops.clear();
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gatherInnermostLoops(func, loops);
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if (loops.empty())
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break;
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bool unrolled = false;
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for (auto forOp : loops)
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unrolled |= succeeded(runOnAffineForOp(forOp));
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if (!unrolled)
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// Break out if nothing was unrolled.
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break;
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}
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}
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/// Unrolls a 'affine.for' op. Returns success if the loop was unrolled,
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/// failure otherwise. The default unroll factor is 4.
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LogicalResult LoopUnroll::runOnAffineForOp(AffineForOp forOp) {
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// Use the function callback if one was provided.
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if (getUnrollFactor)
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return loopUnrollByFactor(forOp, getUnrollFactor(forOp),
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/*annotateFn=*/nullptr, cleanUpUnroll);
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// Unroll completely if full loop unroll was specified.
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if (unrollFull)
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return loopUnrollFull(forOp);
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// Otherwise, unroll by the given unroll factor.
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if (unrollUpToFactor)
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return loopUnrollUpToFactor(forOp, unrollFactor);
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return loopUnrollByFactor(forOp, unrollFactor, /*annotateFn=*/nullptr,
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cleanUpUnroll);
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}
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std::unique_ptr<OperationPass<func::FuncOp>> mlir::affine::createLoopUnrollPass(
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int unrollFactor, bool unrollUpToFactor, bool unrollFull,
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const std::function<unsigned(AffineForOp)> &getUnrollFactor) {
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return std::make_unique<LoopUnroll>(
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unrollFactor == -1 ? std::nullopt : std::optional<unsigned>(unrollFactor),
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unrollUpToFactor, unrollFull, getUnrollFactor);
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}
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