From 42250f72b37462068f4dc9e5da6a482d69173e18 Mon Sep 17 00:00:00 2001 From: Joseph-Rance <56409230+Joseph-Rance@users.noreply.github.com> Date: Fri, 17 Jan 2020 16:49:47 +0000 Subject: [PATCH] Added output Added an input to train the model on and the output it returns --- tensorflow/python/keras/layers/pooling.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/tensorflow/python/keras/layers/pooling.py b/tensorflow/python/keras/layers/pooling.py index 2f46eed5083..6694e95ce65 100644 --- a/tensorflow/python/keras/layers/pooling.py +++ b/tensorflow/python/keras/layers/pooling.py @@ -373,10 +373,15 @@ class MaxPooling2D(Pooling2D): Usage Example: + >>> input_image = np.random.normal(0.5,0.1,(1,28,28,1)) + >>> output = np.random.normal(0.5,0.1,(1,13,13,16)) >>> model = tf.keras.models.Sequential() - >>> model.add(tf.keras.layers.Conv2D(32, kernel_size=(3, 3), + >>> model.add(tf.keras.layers.Conv2D(16, kernel_size=(3, 3), ... input_shape=(28,28,1))) >>> model.add(tf.keras.layers.MaxPooling2D(pool_size=(2, 2))) + >>> model.compile('adam', 'mean_squared_error') + >>> model.fit(input_image, output) + For example, for stride=(1,1) and padding="same":