Showing posts from July, 2017

Arithmetic Operations in Tensorflow

In this article, we will learn about basic arithmetic operators supported by the Tensorflow. We will also perform these operations on the tensors and create a computational graph which can be viewed with the help of the Tensorboard.
To get started, let's create two tensors of type constants. # Create two nodes node1 = tf.constant(35)  # dtype is int32 node2 = tf.constant(76)  # dtype is int32 You can add these two tensors using tf.add # Add node1 and node2 node_add = tf.add(node1, node2)  # dtype is int32 Ok now, lets learn how to subtract the two nodes. For this, I'm going to take our previous added result node_add as the first node and node3 as the second node. #  Create node3 node3 = tf.constant(11)  # dtype is int32 # Subtract node_add and node3 node_subtract = tf.subtract(node_add, node3)  # dtype is int32 Similarly, we use node_subtract, node4 for multiplication and node_multiply, node5 for division once we created the node4, node5. # Create node4 node4 = tf.constant(10)  #…