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- //===- SpillPlacement.cpp - Optimal Spill Code Placement ------------------===//
- //
- // 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 the spill code placement analysis.
- //
- // Each edge bundle corresponds to a node in a Hopfield network. Constraints on
- // basic blocks are weighted by the block frequency and added to become the node
- // bias.
- //
- // Transparent basic blocks have the variable live through, but don't care if it
- // is spilled or in a register. These blocks become connections in the Hopfield
- // network, again weighted by block frequency.
- //
- // The Hopfield network minimizes (possibly locally) its energy function:
- //
- // E = -sum_n V_n * ( B_n + sum_{n, m linked by b} V_m * F_b )
- //
- // The energy function represents the expected spill code execution frequency,
- // or the cost of spilling. This is a Lyapunov function which never increases
- // when a node is updated. It is guaranteed to converge to a local minimum.
- //
- //===----------------------------------------------------------------------===//
- #include "SpillPlacement.h"
- #include "llvm/ADT/BitVector.h"
- #include "llvm/CodeGen/EdgeBundles.h"
- #include "llvm/CodeGen/MachineBasicBlock.h"
- #include "llvm/CodeGen/MachineBlockFrequencyInfo.h"
- #include "llvm/CodeGen/MachineFunction.h"
- #include "llvm/CodeGen/MachineLoopInfo.h"
- #include "llvm/CodeGen/Passes.h"
- #include "llvm/InitializePasses.h"
- #include "llvm/Pass.h"
- #include <algorithm>
- #include <cassert>
- #include <cstdint>
- #include <utility>
- using namespace llvm;
- #define DEBUG_TYPE "spill-code-placement"
- char SpillPlacement::ID = 0;
- char &llvm::SpillPlacementID = SpillPlacement::ID;
- INITIALIZE_PASS_BEGIN(SpillPlacement, DEBUG_TYPE,
- "Spill Code Placement Analysis", true, true)
- INITIALIZE_PASS_DEPENDENCY(EdgeBundles)
- INITIALIZE_PASS_DEPENDENCY(MachineLoopInfo)
- INITIALIZE_PASS_END(SpillPlacement, DEBUG_TYPE,
- "Spill Code Placement Analysis", true, true)
- void SpillPlacement::getAnalysisUsage(AnalysisUsage &AU) const {
- AU.setPreservesAll();
- AU.addRequired<MachineBlockFrequencyInfo>();
- AU.addRequiredTransitive<EdgeBundles>();
- AU.addRequiredTransitive<MachineLoopInfo>();
- MachineFunctionPass::getAnalysisUsage(AU);
- }
- /// Node - Each edge bundle corresponds to a Hopfield node.
- ///
- /// The node contains precomputed frequency data that only depends on the CFG,
- /// but Bias and Links are computed each time placeSpills is called.
- ///
- /// The node Value is positive when the variable should be in a register. The
- /// value can change when linked nodes change, but convergence is very fast
- /// because all weights are positive.
- struct SpillPlacement::Node {
- /// BiasN - Sum of blocks that prefer a spill.
- BlockFrequency BiasN;
- /// BiasP - Sum of blocks that prefer a register.
- BlockFrequency BiasP;
- /// Value - Output value of this node computed from the Bias and links.
- /// This is always on of the values {-1, 0, 1}. A positive number means the
- /// variable should go in a register through this bundle.
- int Value;
- using LinkVector = SmallVector<std::pair<BlockFrequency, unsigned>, 4>;
- /// Links - (Weight, BundleNo) for all transparent blocks connecting to other
- /// bundles. The weights are all positive block frequencies.
- LinkVector Links;
- /// SumLinkWeights - Cached sum of the weights of all links + ThresHold.
- BlockFrequency SumLinkWeights;
- /// preferReg - Return true when this node prefers to be in a register.
- bool preferReg() const {
- // Undecided nodes (Value==0) go on the stack.
- return Value > 0;
- }
- /// mustSpill - Return True if this node is so biased that it must spill.
- bool mustSpill() const {
- // We must spill if Bias < -sum(weights) or the MustSpill flag was set.
- // BiasN is saturated when MustSpill is set, make sure this still returns
- // true when the RHS saturates. Note that SumLinkWeights includes Threshold.
- return BiasN >= BiasP + SumLinkWeights;
- }
- /// clear - Reset per-query data, but preserve frequencies that only depend on
- /// the CFG.
- void clear(const BlockFrequency &Threshold) {
- BiasN = BiasP = Value = 0;
- SumLinkWeights = Threshold;
- Links.clear();
- }
- /// addLink - Add a link to bundle b with weight w.
- void addLink(unsigned b, BlockFrequency w) {
- // Update cached sum.
- SumLinkWeights += w;
- // There can be multiple links to the same bundle, add them up.
- for (std::pair<BlockFrequency, unsigned> &L : Links)
- if (L.second == b) {
- L.first += w;
- return;
- }
- // This must be the first link to b.
- Links.push_back(std::make_pair(w, b));
- }
- /// addBias - Bias this node.
- void addBias(BlockFrequency freq, BorderConstraint direction) {
- switch (direction) {
- default:
- break;
- case PrefReg:
- BiasP += freq;
- break;
- case PrefSpill:
- BiasN += freq;
- break;
- case MustSpill:
- BiasN = BlockFrequency::getMaxFrequency();
- break;
- }
- }
- /// update - Recompute Value from Bias and Links. Return true when node
- /// preference changes.
- bool update(const Node nodes[], const BlockFrequency &Threshold) {
- // Compute the weighted sum of inputs.
- BlockFrequency SumN = BiasN;
- BlockFrequency SumP = BiasP;
- for (std::pair<BlockFrequency, unsigned> &L : Links) {
- if (nodes[L.second].Value == -1)
- SumN += L.first;
- else if (nodes[L.second].Value == 1)
- SumP += L.first;
- }
- // Each weighted sum is going to be less than the total frequency of the
- // bundle. Ideally, we should simply set Value = sign(SumP - SumN), but we
- // will add a dead zone around 0 for two reasons:
- //
- // 1. It avoids arbitrary bias when all links are 0 as is possible during
- // initial iterations.
- // 2. It helps tame rounding errors when the links nominally sum to 0.
- //
- bool Before = preferReg();
- if (SumN >= SumP + Threshold)
- Value = -1;
- else if (SumP >= SumN + Threshold)
- Value = 1;
- else
- Value = 0;
- return Before != preferReg();
- }
- void getDissentingNeighbors(SparseSet<unsigned> &List,
- const Node nodes[]) const {
- for (const auto &Elt : Links) {
- unsigned n = Elt.second;
- // Neighbors that already have the same value are not going to
- // change because of this node changing.
- if (Value != nodes[n].Value)
- List.insert(n);
- }
- }
- };
- bool SpillPlacement::runOnMachineFunction(MachineFunction &mf) {
- MF = &mf;
- bundles = &getAnalysis<EdgeBundles>();
- loops = &getAnalysis<MachineLoopInfo>();
- assert(!nodes && "Leaking node array");
- nodes = new Node[bundles->getNumBundles()];
- TodoList.clear();
- TodoList.setUniverse(bundles->getNumBundles());
- // Compute total ingoing and outgoing block frequencies for all bundles.
- BlockFrequencies.resize(mf.getNumBlockIDs());
- MBFI = &getAnalysis<MachineBlockFrequencyInfo>();
- setThreshold(MBFI->getEntryFreq());
- for (auto &I : mf) {
- unsigned Num = I.getNumber();
- BlockFrequencies[Num] = MBFI->getBlockFreq(&I);
- }
- // We never change the function.
- return false;
- }
- void SpillPlacement::releaseMemory() {
- delete[] nodes;
- nodes = nullptr;
- TodoList.clear();
- }
- /// activate - mark node n as active if it wasn't already.
- void SpillPlacement::activate(unsigned n) {
- TodoList.insert(n);
- if (ActiveNodes->test(n))
- return;
- ActiveNodes->set(n);
- nodes[n].clear(Threshold);
- // Very large bundles usually come from big switches, indirect branches,
- // landing pads, or loops with many 'continue' statements. It is difficult to
- // allocate registers when so many different blocks are involved.
- //
- // Give a small negative bias to large bundles such that a substantial
- // fraction of the connected blocks need to be interested before we consider
- // expanding the region through the bundle. This helps compile time by
- // limiting the number of blocks visited and the number of links in the
- // Hopfield network.
- if (bundles->getBlocks(n).size() > 100) {
- nodes[n].BiasP = 0;
- nodes[n].BiasN = (MBFI->getEntryFreq() / 16);
- }
- }
- /// Set the threshold for a given entry frequency.
- ///
- /// Set the threshold relative to \c Entry. Since the threshold is used as a
- /// bound on the open interval (-Threshold;Threshold), 1 is the minimum
- /// threshold.
- void SpillPlacement::setThreshold(const BlockFrequency &Entry) {
- // Apparently 2 is a good threshold when Entry==2^14, but we need to scale
- // it. Divide by 2^13, rounding as appropriate.
- uint64_t Freq = Entry.getFrequency();
- uint64_t Scaled = (Freq >> 13) + bool(Freq & (1 << 12));
- Threshold = std::max(UINT64_C(1), Scaled);
- }
- /// addConstraints - Compute node biases and weights from a set of constraints.
- /// Set a bit in NodeMask for each active node.
- void SpillPlacement::addConstraints(ArrayRef<BlockConstraint> LiveBlocks) {
- for (const BlockConstraint &LB : LiveBlocks) {
- BlockFrequency Freq = BlockFrequencies[LB.Number];
- // Live-in to block?
- if (LB.Entry != DontCare) {
- unsigned ib = bundles->getBundle(LB.Number, false);
- activate(ib);
- nodes[ib].addBias(Freq, LB.Entry);
- }
- // Live-out from block?
- if (LB.Exit != DontCare) {
- unsigned ob = bundles->getBundle(LB.Number, true);
- activate(ob);
- nodes[ob].addBias(Freq, LB.Exit);
- }
- }
- }
- /// addPrefSpill - Same as addConstraints(PrefSpill)
- void SpillPlacement::addPrefSpill(ArrayRef<unsigned> Blocks, bool Strong) {
- for (unsigned B : Blocks) {
- BlockFrequency Freq = BlockFrequencies[B];
- if (Strong)
- Freq += Freq;
- unsigned ib = bundles->getBundle(B, false);
- unsigned ob = bundles->getBundle(B, true);
- activate(ib);
- activate(ob);
- nodes[ib].addBias(Freq, PrefSpill);
- nodes[ob].addBias(Freq, PrefSpill);
- }
- }
- void SpillPlacement::addLinks(ArrayRef<unsigned> Links) {
- for (unsigned Number : Links) {
- unsigned ib = bundles->getBundle(Number, false);
- unsigned ob = bundles->getBundle(Number, true);
- // Ignore self-loops.
- if (ib == ob)
- continue;
- activate(ib);
- activate(ob);
- BlockFrequency Freq = BlockFrequencies[Number];
- nodes[ib].addLink(ob, Freq);
- nodes[ob].addLink(ib, Freq);
- }
- }
- bool SpillPlacement::scanActiveBundles() {
- RecentPositive.clear();
- for (unsigned n : ActiveNodes->set_bits()) {
- update(n);
- // A node that must spill, or a node without any links is not going to
- // change its value ever again, so exclude it from iterations.
- if (nodes[n].mustSpill())
- continue;
- if (nodes[n].preferReg())
- RecentPositive.push_back(n);
- }
- return !RecentPositive.empty();
- }
- bool SpillPlacement::update(unsigned n) {
- if (!nodes[n].update(nodes, Threshold))
- return false;
- nodes[n].getDissentingNeighbors(TodoList, nodes);
- return true;
- }
- /// iterate - Repeatedly update the Hopfield nodes until stability or the
- /// maximum number of iterations is reached.
- void SpillPlacement::iterate() {
- // We do not need to push those node in the todolist.
- // They are already been proceeded as part of the previous iteration.
- RecentPositive.clear();
- // Since the last iteration, the todolist have been augmented by calls
- // to addConstraints, addLinks, and co.
- // Update the network energy starting at this new frontier.
- // The call to ::update will add the nodes that changed into the todolist.
- unsigned Limit = bundles->getNumBundles() * 10;
- while(Limit-- > 0 && !TodoList.empty()) {
- unsigned n = TodoList.pop_back_val();
- if (!update(n))
- continue;
- if (nodes[n].preferReg())
- RecentPositive.push_back(n);
- }
- }
- void SpillPlacement::prepare(BitVector &RegBundles) {
- RecentPositive.clear();
- TodoList.clear();
- // Reuse RegBundles as our ActiveNodes vector.
- ActiveNodes = &RegBundles;
- ActiveNodes->clear();
- ActiveNodes->resize(bundles->getNumBundles());
- }
- bool
- SpillPlacement::finish() {
- assert(ActiveNodes && "Call prepare() first");
- // Write preferences back to ActiveNodes.
- bool Perfect = true;
- for (unsigned n : ActiveNodes->set_bits())
- if (!nodes[n].preferReg()) {
- ActiveNodes->reset(n);
- Perfect = false;
- }
- ActiveNodes = nullptr;
- return Perfect;
- }
- void SpillPlacement::BlockConstraint::print(raw_ostream &OS) const {
- auto toString = [](BorderConstraint C) -> StringRef {
- switch(C) {
- case DontCare: return "DontCare";
- case PrefReg: return "PrefReg";
- case PrefSpill: return "PrefSpill";
- case PrefBoth: return "PrefBoth";
- case MustSpill: return "MustSpill";
- };
- llvm_unreachable("uncovered switch");
- };
- dbgs() << "{" << Number << ", "
- << toString(Entry) << ", "
- << toString(Exit) << ", "
- << (ChangesValue ? "changes" : "no change") << "}";
- }
- void SpillPlacement::BlockConstraint::dump() const {
- print(dbgs());
- dbgs() << "\n";
- }
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