//===- LivenessAnalysis.cpp - Liveness analysis ---------------------------===// // // 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 // //===----------------------------------------------------------------------===// #include "mlir/IR/SymbolTable.h" #include #include #include #include #include #include #include #include #include #include #include using namespace mlir; using namespace mlir::dataflow; //===----------------------------------------------------------------------===// // Liveness //===----------------------------------------------------------------------===// void Liveness::print(raw_ostream &os) const { os << (isLive ? "live" : "not live"); } ChangeResult Liveness::markLive() { bool wasLive = isLive; isLive = true; return wasLive ? ChangeResult::NoChange : ChangeResult::Change; } ChangeResult Liveness::meet(const AbstractSparseLattice &other) { const auto *otherLiveness = reinterpret_cast(&other); return otherLiveness->isLive ? markLive() : ChangeResult::NoChange; } //===----------------------------------------------------------------------===// // LivenessAnalysis //===----------------------------------------------------------------------===// /// For every value, liveness analysis determines whether or not it is "live". /// /// A value is considered "live" iff it: /// (1) has memory effects OR /// (2) is returned by a public function OR /// (3) is used to compute a value of type (1) or (2). /// It is also to be noted that a value could be of multiple types (1/2/3) at /// the same time. /// /// A value "has memory effects" iff it: /// (1.a) is an operand of an op with memory effects OR /// (1.b) is a non-forwarded branch operand and its branch op could take the /// control to a block that has an op with memory effects OR /// (1.c) is a non-forwarded call operand. /// /// A value `A` is said to be "used to compute" value `B` iff `B` cannot be /// computed in the absence of `A`. Thus, in this implementation, we say that /// value `A` is used to compute value `B` iff: /// (3.a) `B` is a result of an op with operand `A` OR /// (3.b) `A` is used to compute some value `C` and `C` is used to compute /// `B`. void LivenessAnalysis::visitOperation(Operation *op, ArrayRef operands, ArrayRef results) { // This marks values of type (1.a) liveness as "live". if (!isMemoryEffectFree(op)) { for (auto *operand : operands) propagateIfChanged(operand, operand->markLive()); } // This marks values of type (3) liveness as "live". bool foundLiveResult = false; for (const Liveness *r : results) { if (r->isLive && !foundLiveResult) { // It is assumed that each operand is used to compute each result of an // op. Thus, if at least one result is live, each operand is live. for (Liveness *operand : operands) meet(operand, *r); foundLiveResult = true; } addDependency(const_cast(r), op); } } void LivenessAnalysis::visitBranchOperand(OpOperand &operand) { // We know (at the moment) and assume (for the future) that `operand` is a // non-forwarded branch operand of a `RegionBranchOpInterface`, // `BranchOpInterface`, `RegionBranchTerminatorOpInterface` or return-like op. Operation *op = operand.getOwner(); assert((isa(op) || isa(op) || isa(op)) && "expected the op to be `RegionBranchOpInterface`, " "`BranchOpInterface` or `RegionBranchTerminatorOpInterface`"); // The lattices of the non-forwarded branch operands don't get updated like // the forwarded branch operands or the non-branch operands. Thus they need // to be handled separately. This is where we handle them. // This marks values of type (1.b) liveness as "live". A non-forwarded // branch operand will be live if a block where its op could take the control // has an op with memory effects. // Populating such blocks in `blocks`. SmallVector blocks; if (isa(op)) { // When the op is a `RegionBranchOpInterface`, like an `scf.for` or an // `scf.index_switch` op, its branch operand controls the flow into this // op's regions. for (Region ®ion : op->getRegions()) { for (Block &block : region) blocks.push_back(&block); } } else if (isa(op)) { // When the op is a `BranchOpInterface`, like a `cf.cond_br` or a // `cf.switch` op, its branch operand controls the flow into this op's // successors. blocks = op->getSuccessors(); } else { // When the op is a `RegionBranchTerminatorOpInterface`, like an // `scf.condition` op or return-like, like an `scf.yield` op, its branch // operand controls the flow into this op's parent's (which is a // `RegionBranchOpInterface`'s) regions. Operation *parentOp = op->getParentOp(); assert(isa(parentOp) && "expected parent op to implement `RegionBranchOpInterface`"); for (Region ®ion : parentOp->getRegions()) { for (Block &block : region) blocks.push_back(&block); } } bool foundMemoryEffectingOp = false; for (Block *block : blocks) { if (foundMemoryEffectingOp) break; for (Operation &nestedOp : *block) { if (!isMemoryEffectFree(&nestedOp)) { Liveness *operandLiveness = getLatticeElement(operand.get()); propagateIfChanged(operandLiveness, operandLiveness->markLive()); foundMemoryEffectingOp = true; break; } } } // Now that we have checked for memory-effecting ops in the blocks of concern, // we will simply visit the op with this non-forwarded operand to potentially // mark it "live" due to type (1.a/3) liveness. SmallVector operandLiveness; operandLiveness.push_back(getLatticeElement(operand.get())); SmallVector resultsLiveness; for (const Value result : op->getResults()) resultsLiveness.push_back(getLatticeElement(result)); visitOperation(op, operandLiveness, resultsLiveness); // We also visit the parent op with the parent's results and this operand if // `op` is a `RegionBranchTerminatorOpInterface` because its non-forwarded // operand depends on not only its memory effects/results but also on those of // its parent's. if (!isa(op)) return; Operation *parentOp = op->getParentOp(); SmallVector parentResultsLiveness; for (const Value parentResult : parentOp->getResults()) parentResultsLiveness.push_back(getLatticeElement(parentResult)); visitOperation(parentOp, operandLiveness, parentResultsLiveness); } void LivenessAnalysis::visitCallOperand(OpOperand &operand) { // We know (at the moment) and assume (for the future) that `operand` is a // non-forwarded call operand of an op implementing `CallOpInterface`. assert(isa(operand.getOwner()) && "expected the op to implement `CallOpInterface`"); // The lattices of the non-forwarded call operands don't get updated like the // forwarded call operands or the non-call operands. Thus they need to be // handled separately. This is where we handle them. // This marks values of type (1.c) liveness as "live". A non-forwarded // call operand is live. Liveness *operandLiveness = getLatticeElement(operand.get()); propagateIfChanged(operandLiveness, operandLiveness->markLive()); } void LivenessAnalysis::setToExitState(Liveness *lattice) { // This marks values of type (2) liveness as "live". (void)lattice->markLive(); } //===----------------------------------------------------------------------===// // RunLivenessAnalysis //===----------------------------------------------------------------------===// RunLivenessAnalysis::RunLivenessAnalysis(Operation *op) { SymbolTableCollection symbolTable; solver.load(); solver.load(); solver.load(symbolTable); (void)solver.initializeAndRun(op); } const Liveness *RunLivenessAnalysis::getLiveness(Value val) { return solver.lookupState(val); }