AutoGraph reference

This reference document describes the semantics of AutoGraph transformations.

In @tf.function, AutoGraph allows running Eager-style code as a TensorFlow graph.

• Introduction
• Interacting with the generated code
• Debugging AutoGraph code
• Control flow
• Functions and function calls
• Error handling
• Operator semantics
• Limitations
• Common errors

Also see:

• AutoGraph blog post
• AutoGraph deep dive
• tf.function guide
• Intro to TF graphs