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

saved_model_cli is An alternative command line tool comes with TF that might be useful if your dealing with the "SavedModel" format. From the docs

!saved_model_cli show --dir /tmp/mobilenet/1 --tag_set serve --all

This output might be useful, something like:

MetaGraphDef with tag-set: 'serve' contains the following SignatureDefs:

signature_def['__saved_model_init_op']:
  The given SavedModel SignatureDef contains the following input(s):
  The given SavedModel SignatureDef contains the following output(s):
    outputs['__saved_model_init_op'] tensor_info:
        dtype: DT_INVALID
        shape: unknown_rank
        name: NoOp
  Method name is: 

signature_def['serving_default']:
  The given SavedModel SignatureDef contains the following input(s):
    inputs['dense_input'] tensor_info:
        dtype: DT_FLOAT
        shape: (-1, 1280)
        name: serving_default_dense_input:0
  The given SavedModel SignatureDef contains the following output(s):
    outputs['dense_1'] tensor_info:
        dtype: DT_FLOAT
        shape: (-1, 1)
        name: StatefulPartitionedCall:0
  Method name is: tensorflow/serving/predict