
Adding weights to utility nodes in BP so that we can give more importance to certain utilities. This is useful when we optimize several objectives jointly.
160 lines
5.3 KiB
C++
160 lines
5.3 KiB
C++
//===- BalancedPartitioningTest.cpp - BalancedPartitioning tests ----------===//
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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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#include "llvm/Support/BalancedPartitioning.h"
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#include "llvm/Testing/Support/SupportHelpers.h"
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#include "gmock/gmock.h"
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#include "gtest/gtest.h"
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using testing::Each;
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using testing::Field;
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using testing::Not;
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using testing::UnorderedElementsAre;
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using testing::UnorderedElementsAreArray;
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namespace llvm {
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void PrintTo(const BPFunctionNode &Node, std::ostream *OS) {
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raw_os_ostream ROS(*OS);
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Node.dump(ROS);
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}
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class BalancedPartitioningTest : public ::testing::Test {
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protected:
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BalancedPartitioningConfig Config;
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BalancedPartitioning Bp;
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BalancedPartitioningTest() : Bp(Config) {}
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static std::vector<BPFunctionNode::IDT>
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getIds(std::vector<BPFunctionNode> Nodes) {
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std::vector<BPFunctionNode::IDT> Ids;
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for (auto &N : Nodes)
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Ids.push_back(N.Id);
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return Ids;
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}
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static testing::Matcher<BPFunctionNode> NodeIdIs(BPFunctionNode::IDT Id) {
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return Field("Id", &BPFunctionNode::Id, Id);
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};
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static testing::Matcher<BPFunctionNode>
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NodeBucketIs(std::optional<uint32_t> Bucket) {
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return Field("Bucket", &BPFunctionNode::Bucket, Bucket);
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};
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static testing::Matcher<BPFunctionNode>
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NodeIs(BPFunctionNode::IDT Id, std::optional<uint32_t> Bucket) {
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return AllOf(NodeIdIs(Id), NodeBucketIs(Bucket));
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};
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};
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TEST_F(BalancedPartitioningTest, Basic) {
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std::vector<BPFunctionNode> Nodes = {
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BPFunctionNode(0, {1, 2}), BPFunctionNode(2, {3, 4}),
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BPFunctionNode(1, {1, 2}), BPFunctionNode(3, {3, 4}),
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BPFunctionNode(4, {4}),
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};
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Bp.run(Nodes);
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EXPECT_THAT(Nodes,
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UnorderedElementsAre(NodeIs(0, 0), NodeIs(1, 1), NodeIs(2, 2),
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NodeIs(3, 3), NodeIs(4, 4)));
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}
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TEST_F(BalancedPartitioningTest, Large) {
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const int ProblemSize = 1000;
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std::vector<BPFunctionNode::UtilityNodeT> AllUNs;
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for (int i = 0; i < ProblemSize; i++)
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AllUNs.emplace_back(i);
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std::mt19937 RNG;
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std::vector<BPFunctionNode> Nodes;
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for (int i = 0; i < ProblemSize; i++) {
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std::vector<BPFunctionNode::UtilityNodeT> UNs;
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int SampleSize =
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std::uniform_int_distribution<int>(0, AllUNs.size() - 1)(RNG);
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std::sample(AllUNs.begin(), AllUNs.end(), std::back_inserter(UNs),
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SampleSize, RNG);
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Nodes.emplace_back(i, UNs);
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}
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auto OrigIds = getIds(Nodes);
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Bp.run(Nodes);
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EXPECT_THAT(Nodes, Each(Not(NodeBucketIs(std::nullopt))));
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EXPECT_THAT(getIds(Nodes), UnorderedElementsAreArray(OrigIds));
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}
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TEST_F(BalancedPartitioningTest, MoveGain) {
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BalancedPartitioning::SignaturesT Signatures = {
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{10, 10, 10.f, 0.f, true}, // 0
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{10, 10, 0.f, 10.f, true}, // 1
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{10, 10, 0.f, 20.f, true}, // 2
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};
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EXPECT_FLOAT_EQ(Bp.moveGain(BPFunctionNode(0, {}), true, Signatures), 0.f);
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EXPECT_FLOAT_EQ(Bp.moveGain(BPFunctionNode(0, {0, 1}), true, Signatures),
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10.f);
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EXPECT_FLOAT_EQ(Bp.moveGain(BPFunctionNode(0, {1, 2}), false, Signatures),
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30.f);
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}
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TEST_F(BalancedPartitioningTest, Weight1) {
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std::vector<BPFunctionNode::UtilityNodeT> UNs = {
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BPFunctionNode::UtilityNodeT(0, 100),
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BPFunctionNode::UtilityNodeT(1, 100),
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BPFunctionNode::UtilityNodeT(2, 100),
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BPFunctionNode::UtilityNodeT(3, 1),
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BPFunctionNode::UtilityNodeT(4, 1),
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};
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std::vector<BPFunctionNode> Nodes = {
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BPFunctionNode(0, {UNs[0], UNs[3]}), BPFunctionNode(1, {UNs[1], UNs[3]}),
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BPFunctionNode(2, {UNs[2], UNs[3]}), BPFunctionNode(3, {UNs[0], UNs[4]}),
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BPFunctionNode(4, {UNs[1], UNs[4]}), BPFunctionNode(5, {UNs[2], UNs[4]}),
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};
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Bp.run(Nodes);
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// Check that nodes that share important UNs are ordered together
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auto NodesRef = ArrayRef(Nodes);
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auto Groups = {NodesRef.slice(0, 2), NodesRef.slice(2, 2),
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NodesRef.slice(4, 2)};
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EXPECT_THAT(Groups, UnorderedElementsAre(
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UnorderedElementsAre(NodeIdIs(0), NodeIdIs(3)),
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UnorderedElementsAre(NodeIdIs(1), NodeIdIs(4)),
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UnorderedElementsAre(NodeIdIs(2), NodeIdIs(5))));
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}
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TEST_F(BalancedPartitioningTest, Weight2) {
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std::vector<BPFunctionNode::UtilityNodeT> UNs = {
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BPFunctionNode::UtilityNodeT(0, 1),
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BPFunctionNode::UtilityNodeT(1, 1),
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BPFunctionNode::UtilityNodeT(2, 1),
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BPFunctionNode::UtilityNodeT(3, 100),
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BPFunctionNode::UtilityNodeT(4, 100),
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};
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std::vector<BPFunctionNode> Nodes = {
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BPFunctionNode(0, {UNs[0], UNs[3]}), BPFunctionNode(1, {UNs[1], UNs[4]}),
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BPFunctionNode(2, {UNs[2], UNs[3]}), BPFunctionNode(3, {UNs[0], UNs[4]}),
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BPFunctionNode(4, {UNs[1], UNs[3]}), BPFunctionNode(5, {UNs[2], UNs[4]}),
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};
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Bp.run(Nodes);
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// Check that nodes that share important UNs are ordered together
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auto NodesRef = ArrayRef(Nodes);
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auto Groups = {NodesRef.slice(0, 3), NodesRef.slice(3, 3)};
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EXPECT_THAT(Groups,
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UnorderedElementsAre(
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UnorderedElementsAre(NodeIdIs(0), NodeIdIs(2), NodeIdIs(4)),
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UnorderedElementsAre(NodeIdIs(1), NodeIdIs(3), NodeIdIs(5))));
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}
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} // end namespace llvm
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