Solution
# import using this API
tf.train.import_meta_graph()
# retrieve weights
var = [v for v in tf.trainable_variables() if v.name == [variable name]]
# import using this API
tf.train.import_meta_graph()
# retrieve weights
var = [v for v in tf.trainable_variables() if v.name == [variable name]]