This context manager pushes a name scope, which will make the name of all operations added within it have a prefix. … function , if the scope name already exists, the name will be made unique by appending _n .

What is with TF Variable_scope?

tf.variable_scope(name_or_scope, reuse=None, initializer=None) Returns a context for variable scope. Variable scope allows to create new variables and to share already created ones while providing checks to not create or share by accident.

What is name scope?

From Wikipedia, the free encyclopedia. In computer programming, the scope of a name binding—an association of a name to an entity, such as a variable—is the part of a program where the name binding is valid, that is where the name can be used to refer to the entity.