TensorFlow Machine Learning Projects

Constants

The constant valued tensors are created using the tf.constant() function, and has the following definition:

tf.constant(  value,  dtype=None,  shape=None,  name='const_name',  verify_shape=False  )

Let's create some constants with the following code:

const1=tf.constant(34,name='x1')const2=tf.constant(59.0,name='y1')const3=tf.constant(32.0,dtype=tf.float16,name='z1')

Let's take a look at the preceding code in detail:

• The first line of code defines a constant tensor, const1, stores a value of 34, and names it x1.
• The second line of code defines a constant tensor, const2, stores a value of 59.0, and names it y1.
• The third line of code defines the data type as tf.float16 for const3. Use the dtype parameter or place the data type as the second ...