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Reapply r263460: [SpillPlacement] Fix a quadratic behavior in spill placement.
Using Chandler's words from r265331: This commit was greatly exacerbating PR17409 and effectively regressed build time for lot of (very large) code when compiled with ASan or MSan. PR17409 is fixed by r269249, so this is fine to reapply r263460. Original commit message: The bad behavior happens when we have a function with a long linear chain of basic blocks, and have a live range spanning most of this chain, but with very few uses. Let say we have only 2 uses. The Hopfield network is only seeded with two active blocks where the uses are, and each iteration of the outer loop in `RAGreedy::growRegion()` only adds two new nodes to the network due to the completely linear shape of the CFG. Meanwhile, `SpillPlacer->iterate()` visits the whole set of discovered nodes, which adds up to a quadratic algorithm. This is an historical accident effect from r129188. When the Hopfield network is expanding, most of the action is happening on the frontier where new nodes are being added. The internal nodes in the network are not likely to be flip-flopping much, or they will at least settle down very quickly. This means that while `SpillPlacer->iterate()` is recomputing all the nodes in the network, it is probably only the two frontier nodes that are changing their output. Instead of recomputing the whole network on each iteration, we can maintain a SparseSet of nodes that need to be updated: - `SpillPlacement::activate()` adds the node to the todo list. - When a node changes value (i.e., `update()` returns true), its neighbors are added to the todo list. - `SpillPlacement::iterate()` only updates the nodes in the list. The result of Hopfield iterations is not necessarily exact. It should converge to a local minimum, but there is no guarantee that it will find a global minimum. It is possible that updating nodes in a different order will cause us to switch to a different local minimum. In other words, this is not NFC, but although I saw a few runtime improvements and regressions when I benchmarked this change, those were side effects and actually the performance change is in the noise as expected. Huge thanks to Jakob Stoklund Olesen <stoklund@2pi.dk> for his feedbacks, guidance and time for the review. llvm-svn: 270149
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@ -173,6 +173,17 @@ struct SpillPlacement::Node {
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Value = 0;
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return Before != preferReg();
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}
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void getDissentingNeighbors(SparseSet<unsigned> &List,
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const Node nodes[]) const {
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for (const auto &Elt : Links) {
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unsigned n = Elt.second;
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// Neighbors that already have the same value are not going to
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// change because of this node changing.
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if (Value != nodes[n].Value)
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List.insert(n);
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}
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}
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};
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bool SpillPlacement::runOnMachineFunction(MachineFunction &mf) {
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@ -182,6 +193,8 @@ bool SpillPlacement::runOnMachineFunction(MachineFunction &mf) {
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assert(!nodes && "Leaking node array");
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nodes = new Node[bundles->getNumBundles()];
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TodoList.clear();
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TodoList.setUniverse(bundles->getNumBundles());
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// Compute total ingoing and outgoing block frequencies for all bundles.
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BlockFrequencies.resize(mf.getNumBlockIDs());
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@ -199,10 +212,12 @@ bool SpillPlacement::runOnMachineFunction(MachineFunction &mf) {
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void SpillPlacement::releaseMemory() {
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delete[] nodes;
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nodes = nullptr;
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TodoList.clear();
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}
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/// activate - mark node n as active if it wasn't already.
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void SpillPlacement::activate(unsigned n) {
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TodoList.insert(n);
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if (ActiveNodes->test(n))
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return;
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ActiveNodes->set(n);
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@ -287,10 +302,6 @@ void SpillPlacement::addLinks(ArrayRef<unsigned> Links) {
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continue;
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activate(ib);
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activate(ob);
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if (nodes[ib].Links.empty() && !nodes[ib].mustSpill())
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Linked.push_back(ib);
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if (nodes[ob].Links.empty() && !nodes[ob].mustSpill())
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Linked.push_back(ob);
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BlockFrequency Freq = BlockFrequencies[Number];
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nodes[ib].addLink(ob, Freq);
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nodes[ob].addLink(ib, Freq);
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@ -298,76 +309,50 @@ void SpillPlacement::addLinks(ArrayRef<unsigned> Links) {
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}
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bool SpillPlacement::scanActiveBundles() {
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Linked.clear();
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RecentPositive.clear();
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for (int n = ActiveNodes->find_first(); n>=0; n = ActiveNodes->find_next(n)) {
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nodes[n].update(nodes, Threshold);
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update(n);
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// A node that must spill, or a node without any links is not going to
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// change its value ever again, so exclude it from iterations.
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if (nodes[n].mustSpill())
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continue;
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if (!nodes[n].Links.empty())
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Linked.push_back(n);
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if (nodes[n].preferReg())
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RecentPositive.push_back(n);
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}
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return !RecentPositive.empty();
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}
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bool SpillPlacement::update(unsigned n) {
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if (!nodes[n].update(nodes, Threshold))
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return false;
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nodes[n].getDissentingNeighbors(TodoList, nodes);
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return true;
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}
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/// iterate - Repeatedly update the Hopfield nodes until stability or the
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/// maximum number of iterations is reached.
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/// @param Linked - Numbers of linked nodes that need updating.
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void SpillPlacement::iterate() {
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// First update the recently positive nodes. They have likely received new
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// negative bias that will turn them off.
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while (!RecentPositive.empty())
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nodes[RecentPositive.pop_back_val()].update(nodes, Threshold);
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// We do not need to push those node in the todolist.
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// They are already been proceeded as part of the previous iteration.
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RecentPositive.clear();
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if (Linked.empty())
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return;
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// Run up to 10 iterations. The edge bundle numbering is closely related to
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// basic block numbering, so there is a strong tendency towards chains of
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// linked nodes with sequential numbers. By scanning the linked nodes
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// backwards and forwards, we make it very likely that a single node can
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// affect the entire network in a single iteration. That means very fast
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// convergence, usually in a single iteration.
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for (unsigned iteration = 0; iteration != 10; ++iteration) {
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// Scan backwards, skipping the last node when iteration is not zero. When
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// iteration is not zero, the last node was just updated.
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bool Changed = false;
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for (SmallVectorImpl<unsigned>::const_reverse_iterator I =
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iteration == 0 ? Linked.rbegin() : std::next(Linked.rbegin()),
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E = Linked.rend(); I != E; ++I) {
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unsigned n = *I;
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if (nodes[n].update(nodes, Threshold)) {
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Changed = true;
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if (nodes[n].preferReg())
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RecentPositive.push_back(n);
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}
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}
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if (!Changed || !RecentPositive.empty())
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return;
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// Scan forwards, skipping the first node which was just updated.
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Changed = false;
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for (SmallVectorImpl<unsigned>::const_iterator I =
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std::next(Linked.begin()), E = Linked.end(); I != E; ++I) {
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unsigned n = *I;
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if (nodes[n].update(nodes, Threshold)) {
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Changed = true;
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if (nodes[n].preferReg())
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RecentPositive.push_back(n);
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}
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}
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if (!Changed || !RecentPositive.empty())
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return;
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// Since the last iteration, the todolist have been augmented by calls
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// to addConstraints, addLinks, and co.
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// Update the network energy starting at this new frontier.
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// The call to ::update will add the nodes that changed into the todolist.
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unsigned Limit = bundles->getNumBundles() * 10;
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while(Limit-- > 0 && !TodoList.empty()) {
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unsigned n = TodoList.pop_back_val();
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if (!update(n))
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continue;
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if (nodes[n].preferReg())
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RecentPositive.push_back(n);
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}
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}
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void SpillPlacement::prepare(BitVector &RegBundles) {
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Linked.clear();
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RecentPositive.clear();
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TodoList.clear();
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// Reuse RegBundles as our ActiveNodes vector.
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ActiveNodes = &RegBundles;
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ActiveNodes->clear();
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@ -29,6 +29,7 @@
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#include "llvm/ADT/ArrayRef.h"
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#include "llvm/ADT/SmallVector.h"
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#include "llvm/ADT/SparseSet.h"
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#include "llvm/CodeGen/MachineFunctionPass.h"
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#include "llvm/Support/BlockFrequency.h"
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@ -66,6 +67,9 @@ class SpillPlacement : public MachineFunctionPass {
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/// its inputs falls in the open interval (-Threshold;Threshold).
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BlockFrequency Threshold;
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/// List of nodes that need to be updated in ::iterate.
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SparseSet<unsigned> TodoList;
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public:
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static char ID; // Pass identification, replacement for typeid.
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@ -157,6 +161,8 @@ private:
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void activate(unsigned);
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void setThreshold(const BlockFrequency &Entry);
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bool update(unsigned);
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};
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} // end namespace llvm
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