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armadillo-code/tests2/fn_trace.cpp
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2020-10-20 18:58:25 +10:00

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// Copyright 2015 Conrad Sanderson (http://conradsanderson.id.au)
// Copyright 2015 National ICT Australia (NICTA)
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
// ------------------------------------------------------------------------
#include <armadillo>
#include "catch.hpp"
using namespace arma;
TEST_CASE("fn_trace_1")
{
mat A =
"\
0.061198 0.201990 0.019678 -0.493936 -0.126745 0.051408;\
0.437242 0.058956 -0.149362 -0.045465 0.296153 0.035437;\
-0.492474 -0.031309 0.314156 0.419733 0.068317 -0.454499;\
0.336352 0.411541 0.458476 -0.393139 -0.135040 0.373833;\
0.239585 -0.428913 -0.406953 -0.291020 -0.353768 0.258704;\
";
vec diagonal = { 0.061198, 0.058956, 0.314156, -0.393139, -0.353768 };
REQUIRE( accu( trace(A) - accu(diagonal) ) == Approx(0.0) );
REQUIRE( accu( trace(2*A) - accu(2*diagonal) ) == Approx(0.0) );
REQUIRE( accu( trace(A+A) - accu(diagonal+diagonal) ) == Approx(0.0) );
// REQUIRE_THROWS( );
}
TEST_CASE("fn_trace_spmat")
{
SpMat<double> a(6, 6);
a(0, 0) = 3.0;
a(2, 1) = 4.4;
a(4, 1) = 1.2;
a(0, 2) = 3.1;
a(1, 2) = 3.2;
a(2, 2) = 3.3;
a(3, 3) = 4.0;
a(5, 3) = 6.0;
a(5, 4) = 5.9;
a(5, 5) = 1.2;
REQUIRE( trace(a) == Approx(11.5) );
REQUIRE( trace(a.submat(2, 2, 4, 4)) == Approx(7.3) );
}
TEST_CASE("fn_trace_spmat_mul")
{
// Test trace(SpMat * SpMat) and ensure the result is the same as if we
// pre-multiplied the matrices.
sp_mat a;
a.sprandu(20, 20, 0.1);
sp_mat b;
b.sprandu(20, 20, 0.1);
sp_mat c = a * b;
const double trc = trace(c);
const double trab = trace(a * b);
REQUIRE( trc == Approx(trab) );
}
TEST_CASE("fn_trace_spmat_t_mul")
{
// Test trace(SpMat.t() * SpMat) and ensure the result is the same as if we
// pre-multiplied the matrices.
sp_mat a;
a.sprandu(20, 20, 0.1);
sp_mat b;
b.sprandu(20, 20, 0.1);
sp_mat c = a.t() * b;
const double trc = trace(c);
const double trab = trace(a.t() * b);
REQUIRE( trc == Approx(trab) );
}