View source on GitHub

A context manager for use when defining a Python op.

This context manager pushes a name scope, which will make the name of all operations added within it have a prefix.

For example, to define a new Python op called my_op:

def my_op(a): with tf.name_scope("MyOp") as scope: a = tf.convert_to_tensor(a, name="a") # Define some computation that uses a. return foo_op(..., name=scope)

When executed, the Tensor a will have the name MyOp/a.

name The prefix to use on all names created within the name scope.

Name scope context manager.