List of tensor names in graph in Tensorflow

Question

The graph object in Tensorflow has a method called \"get_tensor_by_name(name)\". Is there anyway to get a list of valid tensor names?

If not, does anyone know the va

Answer 1

As a nested list comprehension:

tensor_names = [t.name for op in tf.get_default_graph().get_operations() for t in op.values()]

Function to get names of Tensors in a graph (defaults to default graph):

def get_names(graph=tf.get_default_graph()):
    return [t.name for op in graph.get_operations() for t in op.values()]

Function to get Tensors in a graph (defaults to default graph):

def get_tensors(graph=tf.get_default_graph()):
    return [t for op in graph.get_operations() for t in op.values()]