snapshot...

modules/deeplearning/srcnn_l1b_l2.py

@@ -802,6 +802,8 @@ def analyze(file='/Users/tomrink/cld_opd_out.npy'):
     pred = pred[:, :, :, 0]
     print('Total num pixels: ', lbls.size)
 
+    pred = pred.flatten()
+    lbls = lbls.flatten()
     diff = pred - lbls
 
     mae = (np.sum(np.abs(diff))) / diff.size
@@ -817,7 +819,7 @@ def analyze(file='/Users/tomrink/cld_opd_out.npy'):
     bin_edges.append(0.1)
 
     bin_ranges.append([0.5, 2.0])
-    bin_edges.append([0.5])
+    bin_edges.append(0.5)
 
     bin_ranges.append([2.0, 5.0])
     bin_edges.append(2.0)
@@ -857,7 +859,7 @@ def analyze(file='/Users/tomrink/cld_opd_out.npy'):
 
     bin_edges.append(160.0)
 
-    diff_by_value_bins = util.util.bin_data_by(diff.flatten(), lbls.flatten(), bin_ranges)
+    diff_by_value_bins = util.util.bin_data_by(diff, lbls, bin_ranges)
 
     values = []
     for k in range(len(bin_ranges)):