Example of the C API for tensorflow

This is very much based on the example from: https://github.com/AmirulOm/tensorflow_capi_sample It will describe things :)

You can run the example with:

I wanted to simplify the example even further and add more memory cleanups. So you can build and run this example with:

make run

The dependencies should fairly much be:

gcc make tensorflow

If you want to see the commands to run this example, run:

make run -B -n

The code will download the library neccessary and compile the code for you. You will need the tensorflow library installed on your computer. If you are with windows, i would strongly recommend to build this with msys2. Otherwise build this in a docker environment. I built this with Archlinux.

Extract model information:

using serving_default signature key into command to print out the tensor node:

saved_model_cli show --dir <path_to_saved_model_folder> --tag_set serve --signature_def serving_default

Examples

demo1_very_simple

Will demonstrate how to use the C API in basic terms. Like this input and output tensors.

demo2_simple_train

Will show the keras addition example which will train and generate a model which we will use with the C API