ML Community Day is November 9! Join us for updates from TensorFlow, JAX, and more Learn more

tf.initializers.variables

View source on GitHub

Returns an Op that initializes a list of variables.

After you launch the graph in a session, you can run the returned Op to initialize all the variables in var_list. This Op runs all the initializers of the variables in var_list in parallel.

Calling initialize_variables() is equivalent to passing the list of initializers to Group().

If var_list is empty, however, the function still returns an Op that can be run. That Op just has no effect.

var_list List of Variable objects to initialize.
name Optional name for the returned operation.

An Op that run the initializers of all the specified variables.