update

1 files changed, 9 insertions, 5 deletions

diff --git a/Codes/training_hyper_params/hyper_params.ini b/Codes/training_hyper_params/hyper_params.ini
index 99dbf00..7af82a7 100644
--- a/Codes/training_hyper_params/hyper_params.ini
+++ b/Codes/training_hyper_params/hyper_params.ini
@@ -12,6 +12,7 @@ LAM_GDL = 1
 # the percentage of the different frame loss
 LAM_FLOW = 2
 
+# For gray scale video, such as Ped2 and Ped1, learning rate of G and D star from 1e-4 and 1e-5, respectively.
 LRATE_G = [0.0001, 0.00001]
 LRATE_G_BOUNDARIES = [7000]
 
@@ -29,9 +30,10 @@ LAM_ADV = 0.05
 LAM_LP = 1
 # the percentage of the GDL loss to use in the combined loss
 LAM_GDL = 1
-# the percentage of the different frame loss
+# the percentage of the different frame loss, LAM_FLOW = 2 is also ok, but LAM_FLOW = 0.01 is slightly better.
 LAM_FLOW = 0.01
 
+# For gray scale video, such as Ped2 and Ped1, learning rate of G and D star from 1e-4 and 1e-5, respectively.
 LRATE_G = [0.0001, 0.00001]
 LRATE_G_BOUNDARIES = [40000]
 
@@ -54,6 +56,7 @@ LAM_GDL = 1
 # the percentage of the different frame loss
 LAM_FLOW = 2
 
+# For rgb color scale video, such as Ped2 and Ped1, learning rate of G and D star from 2e-4 and 2e-5, respectively.
 LRATE_G = [0.0002, 0.00002]
 LRATE_G_BOUNDARIES = [100000]
 
@@ -75,6 +78,7 @@ LAM_GDL = 1
 # the percentage of the different frame loss
 LAM_FLOW = 2
 
+# For rgb color scale video, such as Ped2 and Ped1, learning rate of G and D star from 2e-4 and 2e-5, respectively.
 LRATE_G = [0.0002, 0.00002]
 LRATE_G_BOUNDARIES = [50000]
 
@@ -96,8 +100,8 @@ LAM_GDL = 1
 # the percentage of the different frame loss
 LAM_FLOW = 2
 
-LRATE_G = [0.0001, 0.00001]
-LRATE_G_BOUNDARIES = [7000]
+LRATE_G = [0.0002, 0.00002]
+LRATE_G_BOUNDARIES = [5000]
 
-LRATE_D = [0.00001, 0.000001]
-LRATE_D_BOUNDARIES = [7000]
+LRATE_D = [0.00002, 0.000002]
+LRATE_D_BOUNDARIES = [5000]