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- % MATLAB script to plot Speedup (Serial Time / Total Time)
-
- % Define Q values
- Q = 20:30;
-
- % Define Serial execution times (converted to milliseconds)
- serial_times = [
- 74, 154, 328, 689, 1441, 3028, 6293, 13700, 27170, 55340, 115580];
-
- % Define Total execution times (converted to milliseconds)
- total_times = [
- 8.733, 12, 59, 37, 56, 98, 229, 420, 976, 1910, 3971; % V0 - ampere
- 2.676, 6.308, 10, 18, 34, 83, 134, 331, 664, 1364, 2938; % V1 - ampere
- 2.883, 5.861, 12, 21, 34, 86, 135, 331, 749, 1459, 3063; % V2 - ampere
- 6.559, 12, 23, 49, 101, 210, 442, 939, 1986, 4211, 9071; % V0 - tesla
- 4.559, 9.014, 18, 39, 80, 169, 358, 761, 1618, 3440, 7326; % V1 - tesla
- 4.407, 8.751, 17, 38, 75, 159, 338, 719, 1533, 3262, 6932; % V2 - tesla
- 16, 33, 71, 153, 327, 696, 1493, 3177, 6782, 14420, NaN; % V0 - gtx1650
- 8.271, 17, 37, 78, 161, 353, 774, 1709, 3701, 8106, NaN; % V1 - gtx1650
- 8.985, 18, 38, 81, 169, 370, 810, 1779, 3864, 8424, NaN % V2 - gtx1650
- ];
-
- % Compute Speedup
- speedup = serial_times ./ total_times;
-
- % Plot in log scale
- figure('Name', 'Results-SpeedUp', 'Position', [100, 100, 1600, 900]);
- plot(Q, speedup', '-o', 'LineWidth', 1.5);
- grid on;
- xlabel('Q (Memory Size)');
- ylabel('Speedup (Serial / Total)');
- title('Speed up over memory size');
- legend({'V0 ampere', 'V1 ampere', 'V2 ampere', 'V0 tesla', 'V1 tesla', 'V2 tesla', 'V0 gtx1650', 'V1 gtx1650', 'V2 gtx1650'}, 'Location', 'northwest');
- saveas(gcf, 'speedup_plot.png');
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