#include "mlir/Dialect/Affine/Passes.h"
#include "mlir/Dialect/Affine/Analysis/AffineAnalysis.h"
#include "mlir/Dialect/Affine/Analysis/AffineStructures.h"
#include "mlir/Dialect/Affine/Analysis/LoopAnalysis.h"
#include "mlir/Dialect/Affine/Analysis/Utils.h"
#include "mlir/Dialect/Affine/IR/AffineOps.h"
#include "mlir/Dialect/Affine/IR/AffineValueMap.h"
#include "mlir/Dialect/Affine/LoopUtils.h"
#include "mlir/Dialect/Affine/Passes.h.inc"
#include "mlir/Dialect/Affine/Utils.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"
#include "llvm/Support/Debug.h"
#include <deque>
namespace mlir {
namespace affine {
#define GEN_PASS_DEF_AFFINEPARALLELIZE
#include "mlir/Dialect/Affine/Passes.h.inc"
}
}
#define DEBUG_TYPE "affine-parallel"
using namespace mlir;
using namespace mlir::affine;
namespace {
struct AffineParallelize
: public affine::impl::AffineParallelizeBase<AffineParallelize> {
void runOnOperation() override;
};
struct ParallelizationCandidate {
ParallelizationCandidate(AffineForOp l, SmallVector<LoopReduction> &&r)
: loop(l), reductions(std::move(r)) {}
AffineForOp loop;
SmallVector<LoopReduction> reductions;
};
}
void AffineParallelize::runOnOperation() {
func::FuncOp f = getOperation();
std::vector<ParallelizationCandidate> parallelizableLoops;
f.walk<WalkOrder::PreOrder>([&](AffineForOp loop) {
SmallVector<LoopReduction> reductions;
if (isLoopParallel(loop, parallelReductions ? &reductions : nullptr))
parallelizableLoops.emplace_back(loop, std::move(reductions));
});
for (const ParallelizationCandidate &candidate : parallelizableLoops) {
unsigned numParentParallelOps = 0;
AffineForOp loop = candidate.loop;
for (Operation *op = loop->getParentOp();
op != nullptr && !op->hasTrait<OpTrait::AffineScope>();
op = op->getParentOp()) {
if (isa<AffineParallelOp>(op))
++numParentParallelOps;
}
if (numParentParallelOps < maxNested) {
if (failed(affineParallelize(loop, candidate.reductions))) {
LLVM_DEBUG(llvm::dbgs() << "[" DEBUG_TYPE "] failed to parallelize\n"
<< loop);
}
} else {
LLVM_DEBUG(llvm::dbgs() << "[" DEBUG_TYPE "] too many nested loops\n"
<< loop);
}
}
}
std::unique_ptr<OperationPass<func::FuncOp>>
mlir::affine::createAffineParallelizePass() {
return std::make_unique<AffineParallelize>();
}