diff --git a/modules/GSOC/E2_ESRGAN/lib/train.py b/modules/GSOC/E2_ESRGAN/lib/train.py
index 9a4681b2b17d86d188abbe3a91b4afec5f1c4c11..905e39589902ebabced5ed18901f54c238b4765b 100644
--- a/modules/GSOC/E2_ESRGAN/lib/train.py
+++ b/modules/GSOC/E2_ESRGAN/lib/train.py
@@ -231,18 +231,17 @@ class Trainer(object):
         l1_loss = utils.pixel_loss(image_hr, fake)
         logging.debug("Calculated Pixel Loss")
 
-        # loss_RaG = ra_gen(image_hr, fake)
-        # logging.debug("Calculated Relativistic"
-        #               "Average (RA) Loss for Generator")
-        #
-        # disc_loss = ra_disc(image_hr, fake)
-        # logging.debug("Calculated RA Loss Discriminator")
-        disc_loss = l1_loss
+        loss_RaG = ra_gen(image_hr, fake)
+        logging.debug("Calculated Relativistic"
+                      "Average (RA) Loss for Generator")
+
+        disc_loss = ra_disc(image_hr, fake)
+        logging.debug("Calculated RA Loss Discriminator")
+
 
         # TDR, we don't have percep_loss
         # gen_loss = percep_loss + lambda_ * loss_RaG + eta * l1_loss
-        # gen_loss = lambda_ * loss_RaG + eta * l1_loss
-        gen_loss = l1_loss
+        gen_loss = lambda_ * loss_RaG + eta * l1_loss
         logging.debug("Calculated Generator Loss")
 
         disc_metric(disc_loss)