Add usage example for MaxPool2D

2020-01-14 16:37:01 +00:00 · 2020-01-14 16:37:01 +00:00 · 33ea90beac
commit 33ea90beac
parent d8da788574
1 changed files with 6 additions and 0 deletions
--- a/tensorflow/python/keras/layers/pooling.py
+++ b/tensorflow/python/keras/layers/pooling.py
@ -371,6 +371,12 @@ class MaxPooling2D(Pooling2D):
             [11.],
             [12.]]]], dtype=float32)>
             
+  Usage Example:
+  
+  >>> model = tf.keras.models.Sequential()
+  >>> model.add(tf.keras.layers.Conv2D(32, kernel_size=(3, 3), input_shape=(28,28,1)))
+  >>> model.add(tf.keras.layers.MaxPooling2D(pool_size=(2, 2)))
+
  For example, for stride=(1,1) and padding="same":

  >>> x = tf.constant([[1., 2., 3.],