tf.compat.v1.get_default_graph

Returns the default graph for the current thread.

tf.compat.v1.get_default_graph()

Migrate to TF2

Caution: This API was designed for TensorFlow v1. Continue reading for details on how to migrate from this API to a native TensorFlow v2 equivalent. See the TensorFlow v1 to TensorFlow v2 migration guide for instructions on how to migrate the rest of your code.

get_default_graph does not work with either eager execution or tf.function, and you should not invoke it directly. To migrate code that uses Graph-related functions to TF2, rewrite the code without them. See the migration guide for more description about the behavior and semantic changes between Tensorflow 1 and Tensorflow 2.

Description

The returned graph will be the innermost graph on which a Graph.as_default() context has been entered, or a global default graph if none has been explicitly created.

Note: The default graph is a property of the current thread. If you create a new thread, and wish to use the default graph in that thread, you must explicitly add a with g.as_default(): in that thread's function.

Returns
The default Graph being used in the current thread.