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test_table3.m
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test_table3.m
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d = 2;
% Total timings: [LYAPTIME, LYAPRES, ADITIME512, ADIRES512, ADITIME1024, ADIRES1024, ADITIME2048, ADIRES2048]
sizes = 2.^[11:15];
data = nan(length(sizes),8);
hssoption('block-size', 256);
bs = [256, 512, 1024];
for nj = 1 : length(sizes)
nn = sizes(nj);
n = ones(1, d) * nn;
% Create the matrices defining the equation
[A, sA, ~, C] = create_example_laplacian(n);
FA = cell(1, d);
for i = 1 : d; FA{i} = full(A{i}); end
% Dense solver
tdense = tic;
XD = lyapnd(FA, -C);
tdense = toc(tdense);
[~, resdense] = compute_residual(A, XD, C);
fprintf('N = %d\n', nn);
fprintf(' DENSE, time = %f, res = %e\n', tdense, resdense);
data(nj, 1) = tdense;
data(nj, 2) = resdense;
% Divide-and-conquer solvers
for bsj = 1:length(bs)
tdac = tic;
[XDAC, timedata] = dac_lyapnd(A, -C, 'nmin', bs(bsj), 'sA', sA, 'low_rank_solver', 'adi', 'tol', 1e-8, 'timedata', zeros(4, 1), 'spd_split', false);
tdac = toc(tdac);
[~, resdac] = compute_residual(A, XDAC, C);
if bs(bsj) < size(A{1}, 1)
data(nj, bsj*2+1) = tdac;
data(nj, bsj*2+2) = resdac;
end
fprintf(' DAC, time = %f, res = %e, bs = %d \n', tdac, resdac, bs(bsj));
end
dlmwrite('test_table3.dat', [ sizes(:), data ], '\t');
end