snapshot...

modules/deeplearning/srcnn_l1b_l2.py

@@ -29,7 +29,7 @@ TRACK_MOVING_AVERAGE = False
 EARLY_STOP = True
 
 NOISE_TRAINING = False
-NOISE_STDDEV = 0.10
+NOISE_STDDEV = 0.01
 DO_AUGMENT = True
 
 DO_ZERO_OUT = False
@@ -218,9 +218,9 @@ class SRCNN:
 
         add_noise = None
         noise_scale = None
-        if is_training:
+        if is_training and NOISE_TRAINING:
             add_noise = True
-            noise_scale = 0.005
+            noise_scale = NOISE_STDDEV
 
         data_norm = []
         for param in data_params: