AnalyszeRunTimeResults0001.m

% ----------------------------------------------------------------------------------------------- %
% Analyze MATLAB & Julia Run Time Results - Test Suite 0001
% Reference:
%   1. C.
% Remarks:
%   1.  W.
% TODO:
%   1.  A
%   Release Notes:
%   -   1.0.001     11/02/2017  Royi Avital
%       *   Added support for Julia Optimized.
%       *   Saving figures into Figures sub folder.
%   -   1.0.000     09/02/2017  Royi Avital
%       *   First release version.
% ----------------------------------------------------------------------------------------------- %

%% Setting Enviorment Parameters

run('InitScript.m');

RUN_TIME_DATA_FOLDER = 'RunTimeData\';

MATLAB_IDX  = 1;
JULIA_IDX   = 2;

MATLAB_RUN_TIME_FILE_NAME       = 'RunTimeMatlab0001.csv';
JULIA_RUN_TIME_FILE_NAME        = 'RunTimeJulia0001.csv';
JULIA_MKL_RUN_TIME_FILE_NAME    = 'RunTimeJulia0001MKL.csv';

cLegendString = {['MATLAB'], ['Julia'], ['Julia MKL.jl']};

figureIdx           = 0;
figureCounterSpec   = '%04d';

vMatrixSize = csvread('vMatrixSizeFull.csv');
cFunctionString = {['Matrix Generation'], ['Matrix Addition'], ['Matrix Multiplication'], ...
    ['Matrix Quadratic Form'], ['Matrix Reductions'], ['Element Wise Operations']};


%% Setting Parameters

generateImages = ON;


%% Loading Data

mRunTimeMatlab      = csvread([RUN_TIME_DATA_FOLDER, MATLAB_RUN_TIME_FILE_NAME]);
mRunTimeJulia       = csvread([RUN_TIME_DATA_FOLDER, JULIA_RUN_TIME_FILE_NAME]);
mRunTimeJuliaMkl    = csvread([RUN_TIME_DATA_FOLDER, JULIA_MKL_RUN_TIME_FILE_NAME]);

numTests    = length(cFunctionString);
numMatSize  = length(vMatrixSize);

if(any(size(mRunTimeMatlab) ~= size(mRunTimeJulia)))
    error(['Run Time Data Dimensions Don''t Match']);
end

if(any(size(mRunTimeMatlab) ~= size(mRunTimeJuliaMkl)))
    error(['Run Time Data Dimensions Don''t Match']);
end

if(size(mRunTimeMatlab, 2) ~= numTests)
    error(['Run Time Data Has Incompatible Number of Tests']);
end

if(size(mRunTimeMatlab, 1) ~= numMatSize)
    error(['Run Time Data Has Incompatible Number of Matrix Size']);
end


%% Displaying Results

for ii = 1:numTests
    
    figureIdx   = figureIdx + 1;
    hFigure     = figure('Position', figPosMedium);
    hAxes       = axes();
    set(hAxes, 'NextPlot', 'add');
    hLineSeries = plot(vMatrixSize, [mRunTimeMatlab(:, ii), mRunTimeJulia(:, ii), mRunTimeJuliaMkl(:, ii)]);
    set(hLineSeries, 'LineWidth', lineWidthNormal);
    set(get(hAxes, 'Title'), 'String', ['Test - ', cFunctionString{ii}], ...
        'FontSize', fontSizeTitle);
    set(get(hAxes, 'XLabel'), 'String', 'Matrix Size', ...
        'FontSize', fontSizeAxis);
    set(get(hAxes, 'YLabel'), 'String', 'Run Time  [Sec]', ...
        'FontSize', fontSizeAxis);
    hLegend = ClickableLegend(cLegendString);
    
    if(generateImages == ON)
        set(hAxes, 'LooseInset', [0.05, 0.05, 0.05, 0.05]);
        saveas(hFigure,['Figures\Figure', num2str(figureIdx, figureCounterSpec), '.png']);
    end

end


%% Restoring Defaults

% set(0, 'DefaultFigureWindowStyle', 'normal');
% set(0, 'DefaultAxesLooseInset', defaultLooseInset);