PDS/homework_1/matlab/measurements_over_acc.m

% Plot measurements

accuracy = [100 80 60 40 20 10];
ser_sift_acc = [ 4395 4365 4384 4315 4295 4246 ];
ser_mnist_ser_acc = [ 7936 7924 7886 7903 7844 7801 ];

omp_sift_acc = [
    4093 4098 4040 4001 3980 3937
];
omp_mnist_acc = [
    7575 7463 7389 7416 7321 7303
];
    
cilk_sift_acc = [
    3718 3739 3673 3668 3608 3557
];
cilk_mnist_acc = [
    7064 7071 7035 6948 6962 6913
];

pth_sift_acc = [
    1157 1159 1121 1100 1084 1075
];
pth_mnist_acc = [
    2050 2086 2040 2020 2004 1979
];

% 1ο Διάγραμμα: OMP
figure;
set(gcf, 'Position', [100, 100, 1280, 720]); % Set the figure size to HD
plot(accuracy, ser_sift_acc, '-o', 'DisplayName', 'Serial SIFT');
hold on;
plot(accuracy, ser_mnist_ser_acc, '-s', 'DisplayName', 'Serial MNIST');
plot(accuracy, omp_sift_acc, '-^', 'DisplayName', 'OMP SIFT');
plot(accuracy, omp_mnist_acc, '-d', 'DisplayName', 'OMP MNIST');
hold off;
title('OMP');
xlabel('Accuracy (%)');
ylabel('Execution Time [msec]');
set(gca, 'XDir', 'reverse'); % reverse x
legend('Location', 'northwest');
grid on;
print(gcf, 'OMP_over_accuracy.png', '-dpng', '-r300');

% 2ο Διάγραμμα: CILK
figure;
set(gcf, 'Position', [100, 100, 1280, 720]); % Set the figure size to HD
plot(accuracy, ser_sift_acc, '-o', 'DisplayName', 'Serial SIFT');
hold on;
plot(accuracy, ser_mnist_ser_acc, '-s', 'DisplayName', 'Serial MNIST');
plot(accuracy, cilk_sift_acc, '-^', 'DisplayName', 'CILK SIFT');
plot(accuracy, cilk_mnist_acc, '-d', 'DisplayName', 'CILK MNIST');
hold off;
title('CILK');
xlabel('Accuracy (%)');
ylabel('Execution Time [msec]');
set(gca, 'XDir', 'reverse'); % reverse x
legend('Location', 'northwest');
grid on;
print(gcf, 'CILK_over_accuracy.png', '-dpng', '-r300');

% 3ο Διάγραμμα: Pthreads
figure;
set(gcf, 'Position', [100, 100, 1280, 720]); % Set the figure size to HD
plot(accuracy, ser_sift_acc, '-o', 'DisplayName', 'Serial SIFT');
hold on;
plot(accuracy, ser_mnist_ser_acc, '-s', 'DisplayName', 'Serial MNIST');
plot(accuracy, pth_sift_acc, '-^', 'DisplayName', 'Pthreads SIFT');
plot(accuracy, pth_mnist_acc, '-d', 'DisplayName', 'Pthreads MNIST');
hold off;
title('Pthreads');
xlabel('Accuracy (%)');
ylabel('Execution Time [msec]');
set(gca, 'XDir', 'reverse'); % reverse x
legend('Location', 'northwest');
grid on;
print(gcf, 'Pthreads_over_accuracy.png', '-dpng', '-r300');