add dropouttune_hyp

1 files changed, 4 insertions, 3 deletions

diff --git a/cgan.py b/cgan.py
index 6406244..68bb2cc 100755
--- a/cgan.py
+++ b/cgan.py
@@ -15,7 +15,7 @@ from tqdm import tqdm
 import numpy as np
 
 class CGAN():
-    def __init__(self, dense_layers = 3):
+    def __init__(self, dense_layers = 3, dropout=0.4):
         # Input shape
         self.img_rows = 28
         self.img_cols = 28
@@ -24,6 +24,7 @@ class CGAN():
         self.num_classes = 10
         self.latent_dim = 100
         self.dense_layers = dense_layers
+        self.dropout = dropout
 
         optimizer = Adam(0.0002, 0.5)
 
@@ -87,10 +88,10 @@ class CGAN():
         model.add(LeakyReLU(alpha=0.2))
         model.add(Dense(512))
         model.add(LeakyReLU(alpha=0.2))
-        model.add(Dropout(0.4))
+        model.add(Dropout(self.dropout))
         model.add(Dense(512))
         model.add(LeakyReLU(alpha=0.2))
-        model.add(Dropout(0.4))
+        model.add(Dropout(self.dropout))
         model.add(Dense(1, activation='sigmoid'))
         
         #model.summary()