--- a
+++ b/analysis/code/plotVal.m
@@ -0,0 +1,42 @@
+%Plot validation scores over all dilation files (no priv, aspp = 1)
+fp = '../logs/';
+
+%EXP3D_1x1x1x1_0_1_dice_1_log.txt
+
+
+dilation_arr = [1,1,1,1; 1,2,2,1; 2,2,1,1; 2,2,2,2; 4,4,2,2;4,4,4,4];
+priv_arr = [0];
+aspp_arr = [0];
+loss = 'dice';
+
+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, 'EXP3D_', dilation_str, '_', priv_str, '_', aspp_str, '_', loss, '_1_log.txt');
+            title_name = strcat('Dilations: ', ' withPriv = ', priv_str, ' withASPP = ', aspp_str);
+            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);
+                
+                fig = figure(1);
+                hold on
+                plot(iter_num, val_loss);
+            end
+        end
+    end
+end
+
+legend('1x1x1x1', '1x2x2x1', '2x2x1x1','2x2x2x2', '4x4x2x2', '4x4x4x4');
+title(title_name);
+xlabel('Iters')
+sdf(fig, 'dissertationfigs')
+hold off
\ No newline at end of file