--- a +++ b/analysis/code/plotPrivNoPrivTrain.m @@ -0,0 +1,58 @@ +%Plot priv info vs not priv info for validation +fp = '../logs/'; + +%EXP3D_1x1x1x1_0_1_dice_1_log.txt +dilation_arr = [1,1,1,1;]; +priv_arr = [0; 1]; +aspp_arr = [1]; +names = [""; "trainalt"]; +loss = 'dice'; +legends = ["1x1x1x1","1x1x1x1 priv", "1x1x1x1 priv trainalt"]; +count = 1; +legcount = 1; + +for d_i = 1:size(dilation_arr, 1) + fig = figure(count) + hold on + for p_i = 1:size(priv_arr, 1) + for a_i = 1:size(aspp_arr, 1) + for n_i = 1:size(names, 1) + dilation_str = strrep(num2str(dilation_arr(d_i, :)), ' ', 'x'); + priv_str = num2str(priv_arr(p_i)); + aspp_str = num2str(aspp_arr(a_i)); + fname = strcat(fp, 'EXP3D', names(n_i), '_', dilation_str, '_', priv_str, '_', aspp_str, '_', loss, '_1_log.txt'); + title_name = strcat('Dilations: ', dilation_str, ' withASPP = ', aspp_str); + if priv_str == '0' && n_i == 2 + continue + end + fname = char(fname); + filetable = readtable(fname, 'Delimiter', ' '); + if priv_str == '0' + vals = table2array(filetable(:,[3,5,8])); + iter_num = vals(:,1); + train_loss = vals(:,2); + val_loss = vals(:,3); + + plot(iter_num, train_loss); + else + vals = table2array(filetable(:,[3,5,7,11,15])); + + iter_num = vals(:,1); + train_loss_main = vals(:,2); + train_loss_secondary = vals(:,3); + + val_loss_main = vals(:,4); + val_loss_secondary = vals(:,5); + + plot(iter_num, train_loss_main); + end + end + end + end + count = count + 1; + legend(legends); + title(strcat('Main ', title_name)); + xlabel('Iters'); + sdf(fig, 'dissertationfigs') + hold off +end