tensorflow for poets: “The name 'import/input' refers to an Operation not in the graph.”

Question

I was following the codelabs tensorflow for poets and the training worked fine but when I runned the script to evaluate a image:

python -m scripts.label_imag         


        

Answer 1

Inside the "retrain.py" code you'll see an argument called '--final_tensor_name'. If you don't pass that argument it will keep 'final_result' or 'Mul' (depending on the version your using) as the default.

The only way to view the input and output names without the actual training output files is to view the graph in TensorBoard of the 'frozen_graph.pb' or in your case the 'retrained_graph.pb' file.

This is a nice way of outputting the required files to view it in TensorBoard. https://gist.github.com/jubjamie/2eec49ca1e4f58c5310d72918d991ef6

Once you run that code and have the output going to your chosen directory, you can start up TensorBoard and view it in Chrome. Viewing the graph helps me alot since I'm a noob in this area.