Update vae_keras.py

CSilentLearner · Jun 10, 2019 · 620b2d7 · 620b2d7
1 parent 9afaa51
commit 620b2d7
Showing 1 changed file with 2 additions and 4 deletions.
diff --git a/vae_keras.py b/vae_keras.py
@@ -24,8 +24,7 @@
 latent_dim = 2 # 隐变量取2维只是为了方便后面画图
 intermediate_dim = 256
 epochs = 50
-epsilon_std = 1.0
-num_classes = 10
+
 
 # 加载MNIST数据集
 (x_train, y_train_), (x_test, y_test_) = mnist.load_data()
@@ -45,8 +44,7 @@
 # 重参数技巧
 def sampling(args):
     z_mean, z_log_var = args
-    epsilon = K.random_normal(shape=(K.shape(z_mean)[0], latent_dim), mean=0.,
-                              stddev=epsilon_std)
+    epsilon = K.random_normal(shape=K.shape(z_mean))
     return z_mean + K.exp(z_log_var / 2) * epsilon
 
 # 重参数层，相当于给输入加入噪声