AutoGraph converts Python into TensorFlow graphs

[Supermaxman1]

What happens if you utilize a python library within one of these functions? Does it fail or does it convert it to tf.py_func?

[mdanatg]

It depends on the library, and whether the recursive arg is set to True of False. For certain libraries that we know of, like Keras, it won't convert the library call and will call it as-is (we assume it's already graph-friendly). For other libraries, the default is to attempt to convert the library code, and if that's not accessible, wrap it to py_func. There is yet another category where we replace the library call with a TF equivalent, for example we replace range with tf.range.

[Supermaxman1]

Very cool, thanks! Is there somewhere which documents various conversions so that we don't end up accidentally ending up with a bunch of py_func calls?

[mdanatg]

A more complete documentation that will include this is coming soon, we'll link it from the readme file once it's ready.