%Plot validation scores over all dilation files (no priv, aspp = 1)

fp = '../logs/';

%1x1x1x1_0_1 0 iou: 0.6958 dice: 0.5479 recall: 0.5284 precision: 0.6050

%ep_2x2x2x2.txt

dilation_arr = [1,1,1,1; 2,2,2,2];

priv_arr = [0];

aspp_arr = [1];

loss = 'dice';

fig = figure(1);

hold on

for d_i = 1:size(dilation_arr, 1)

    for p_i = 1:size(priv_arr, 1)

        for a_i = 1:size(aspp_arr, 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, 'ep_', dilation_str, '_', priv_str, '_', aspp_str, '_8.txt');

            title_name = strcat('Dilations: ', ' withPriv = ', priv_str, ' withASPP = ', aspp_str);

            fname = char(fname);

            filetable = readtable(fname, 'Delimiter', ' ');

            vals = table2array(filetable(:,[2,4,6,8]));

            iter_num = vals(:,1);

            iou = vals(:,2);

            plot(iter_num, iou);

        end

    end

end

legend('1x1x1x1', '2x2x2x2');

title(title_name);

xlabel('Extra patch size (ep)')

sdf(fig, 'dissertationfigs')

hold off