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// Ceres Solver - A fast non-linear least squares minimizer
// Copyright 2023 Google Inc. All rights reserved.
// http://ceres-solver.org/
//
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// modification, are permitted provided that the following conditions are met:
//
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// this list of conditions and the following disclaimer.
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// this list of conditions and the following disclaimer in the documentation
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// Author: keir@google.com (Keir Mierle)
#include "ceres/parameter_block.h"
#include "ceres/internal/eigen.h"
#include "gtest/gtest.h"
namespace ceres {
namespace internal {
TEST(ParameterBlock, SetManifoldDiesOnSizeMismatch) {
double x[3] = {1.0, 2.0, 3.0};
ParameterBlock parameter_block(x, 3, -1);
std::vector<int> indices;
indices.push_back(1);
SubsetManifold subset_wrong_size(4, indices);
EXPECT_DEATH_IF_SUPPORTED(parameter_block.SetManifold(&subset_wrong_size),
"ambient");
}
TEST(ParameterBlock, SetManifoldWithSameExistingManifold) {
double x[3] = {1.0, 2.0, 3.0};
ParameterBlock parameter_block(x, 3, -1);
std::vector<int> indices;
indices.push_back(1);
SubsetManifold subset(3, indices);
parameter_block.SetManifold(&subset);
parameter_block.SetManifold(&subset);
}
TEST(ParameterBlock, SetManifoldAllowsResettingToNull) {
double x[3] = {1.0, 2.0, 3.0};
ParameterBlock parameter_block(x, 3, -1);
std::vector<int> indices;
indices.push_back(1);
SubsetManifold subset(3, indices);
parameter_block.SetManifold(&subset);
EXPECT_EQ(parameter_block.manifold(), &subset);
parameter_block.SetManifold(nullptr);
EXPECT_EQ(parameter_block.manifold(), nullptr);
EXPECT_EQ(parameter_block.PlusJacobian(), nullptr);
}
TEST(ParameterBlock, SetManifoldAllowsResettingToDifferentManifold) {
double x[3] = {1.0, 2.0, 3.0};
ParameterBlock parameter_block(x, 3, -1);
std::vector<int> indices;
indices.push_back(1);
SubsetManifold subset(3, indices);
parameter_block.SetManifold(&subset);
EXPECT_EQ(parameter_block.manifold(), &subset);
SubsetManifold subset_different(3, indices);
parameter_block.SetManifold(&subset_different);
EXPECT_EQ(parameter_block.manifold(), &subset_different);
}
TEST(ParameterBlock, SetManifoldAndNormalOperation) {
double x[3] = {1.0, 2.0, 3.0};
ParameterBlock parameter_block(x, 3, -1);
std::vector<int> indices;
indices.push_back(1);
SubsetManifold subset(3, indices);
parameter_block.SetManifold(&subset);
// Ensure the manifold plus jacobian result is correctly computed.
ConstMatrixRef manifold_jacobian(parameter_block.PlusJacobian(), 3, 2);
ASSERT_EQ(1.0, manifold_jacobian(0, 0));
ASSERT_EQ(0.0, manifold_jacobian(0, 1));
ASSERT_EQ(0.0, manifold_jacobian(1, 0));
ASSERT_EQ(0.0, manifold_jacobian(1, 1));
ASSERT_EQ(0.0, manifold_jacobian(2, 0));
ASSERT_EQ(1.0, manifold_jacobian(2, 1));
// Check that updating works as expected.
double x_plus_delta[3];
double delta[2] = {0.5, 0.3};
parameter_block.Plus(x, delta, x_plus_delta);
ASSERT_EQ(1.5, x_plus_delta[0]);
ASSERT_EQ(2.0, x_plus_delta[1]);
ASSERT_EQ(3.3, x_plus_delta[2]);
}
struct TestManifold : public Manifold {
public:
bool Plus(const double* x,
const double* delta,
double* x_plus_delta) const final {
LOG(FATAL) << "Shouldn't get called.";
return true;
}
bool PlusJacobian(const double* x, double* jacobian) const final {
jacobian[0] = *x * 2;
return true;
}
bool Minus(const double* y, const double* x, double* y_minus_x) const final {
LOG(FATAL) << "Shouldn't get called";
return true;
}
bool MinusJacobian(const double* x, double* jacobian) const final {
jacobian[0] = *x * 2;
return true;
}
int AmbientSize() const final { return 1; }
int TangentSize() const final { return 1; }
};
TEST(ParameterBlock, SetStateUpdatesPlusJacobian) {
TestManifold test_manifold;
double x[1] = {1.0};
ParameterBlock parameter_block(x, 1, -1, &test_manifold);
EXPECT_EQ(2.0, *parameter_block.PlusJacobian());
x[0] = 5.5;
parameter_block.SetState(x);
EXPECT_EQ(11.0, *parameter_block.PlusJacobian());
}
TEST(ParameterBlock, PlusWithNoManifold) {
double x[2] = {1.0, 2.0};
ParameterBlock parameter_block(x, 2, -1);
double delta[2] = {0.2, 0.3};
double x_plus_delta[2];
parameter_block.Plus(x, delta, x_plus_delta);
EXPECT_EQ(1.2, x_plus_delta[0]);
EXPECT_EQ(2.3, x_plus_delta[1]);
}
// Stops computing the plus_jacobian after the first time.
class BadManifold : public Manifold {
public:
BadManifold() = default;
bool Plus(const double* x,
const double* delta,
double* x_plus_delta) const final {
*x_plus_delta = *x + *delta;
return true;
}
bool PlusJacobian(const double* x, double* jacobian) const final {
if (calls_ == 0) {
jacobian[0] = 0;
}
++calls_;
return true;
}
bool Minus(const double* y, const double* x, double* y_minus_x) const final {
LOG(FATAL) << "Shouldn't get called";
return true;
}
bool MinusJacobian(const double* x, double* jacobian) const final {
jacobian[0] = *x * 2;
return true;
}
int AmbientSize() const final { return 1; }
int TangentSize() const final { return 1; }
private:
mutable int calls_{0};
};
TEST(ParameterBlock, DetectBadManifold) {
double x = 1;
BadManifold bad_manifold;
ParameterBlock parameter_block(&x, 1, -1, &bad_manifold);
double y = 2;
EXPECT_FALSE(parameter_block.SetState(&y));
}
TEST(ParameterBlock, DefaultBounds) {
double x[2];
ParameterBlock parameter_block(x, 2, -1, nullptr);
EXPECT_EQ(parameter_block.UpperBoundForParameter(0),
std::numeric_limits<double>::max());
EXPECT_EQ(parameter_block.UpperBoundForParameter(1),
std::numeric_limits<double>::max());
EXPECT_EQ(parameter_block.LowerBoundForParameter(0),
-std::numeric_limits<double>::max());
EXPECT_EQ(parameter_block.LowerBoundForParameter(1),
-std::numeric_limits<double>::max());
}
TEST(ParameterBlock, SetBounds) {
double x[2];
ParameterBlock parameter_block(x, 2, -1, nullptr);
parameter_block.SetLowerBound(0, 1);
parameter_block.SetUpperBound(1, 1);
EXPECT_EQ(parameter_block.LowerBoundForParameter(0), 1.0);
EXPECT_EQ(parameter_block.LowerBoundForParameter(1),
-std::numeric_limits<double>::max());
EXPECT_EQ(parameter_block.UpperBoundForParameter(0),
std::numeric_limits<double>::max());
EXPECT_EQ(parameter_block.UpperBoundForParameter(1), 1.0);
}
TEST(ParameterBlock, PlusWithBoundsConstraints) {
double x[] = {1.0, 0.0};
double delta[] = {2.0, -10.0};
ParameterBlock parameter_block(x, 2, -1, nullptr);
parameter_block.SetUpperBound(0, 2.0);
parameter_block.SetLowerBound(1, -1.0);
double x_plus_delta[2];
parameter_block.Plus(x, delta, x_plus_delta);
EXPECT_EQ(x_plus_delta[0], 2.0);
EXPECT_EQ(x_plus_delta[1], -1.0);
}
TEST(ParameterBlock, ResetManifoldToNull) {
double x[3] = {1.0, 2.0, 3.0};
ParameterBlock parameter_block(x, 3, -1);
std::vector<int> indices;
indices.push_back(1);
SubsetManifold subset(3, indices);
parameter_block.SetManifold(&subset);
EXPECT_EQ(parameter_block.manifold(), &subset);
parameter_block.SetManifold(nullptr);
EXPECT_EQ(parameter_block.manifold(), nullptr);
}
TEST(ParameterBlock, ResetManifoldToNotNull) {
double x[3] = {1.0, 2.0, 3.0};
ParameterBlock parameter_block(x, 3, -1);
std::vector<int> indices;
indices.push_back(1);
SubsetManifold subset(3, indices);
parameter_block.SetManifold(&subset);
EXPECT_EQ(parameter_block.manifold(), &subset);
SubsetManifold subset_different(3, indices);
parameter_block.SetManifold(&subset_different);
EXPECT_EQ(parameter_block.manifold(), &subset_different);
}
TEST(ParameterBlock, SetNullManifold) {
double x[3] = {1.0, 2.0, 3.0};
ParameterBlock parameter_block(x, 3, -1);
EXPECT_EQ(parameter_block.manifold(), nullptr);
parameter_block.SetManifold(nullptr);
EXPECT_EQ(parameter_block.manifold(), nullptr);
}
} // namespace internal
} // namespace ceres