diff options
Diffstat (limited to 'Codes/training_hyper_params/hyper_params.ini')
| -rw-r--r-- | Codes/training_hyper_params/hyper_params.ini | 14 |
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] |