Inside TensorFlow

This repository contains tests and example code for TensorFlow AutoGraph. For more information, see: tf.function and AutoGraph guide · AutoGraph reference ...

This repository contains tests and example code for TensorFlow AutoGraph. For more information, see: tf.function and AutoGraph guide · AutoGraph reference ...

Automatic Control Dependencies. 有side-effect 的運算元： tf.assign 和 tf.print 等運算元。這些運算元被包覆在 tf.function 的時候，在執行前會先自動設立執行的相依 ...

2020年12月1日 — We can use the tf.autograph.to_graph() method to convert the dynamic calculation graph to a static calculation graph. The usage is very simple.

Instead of writing complicated graph mode code, Tensorflow 2 provides a tool AutoGraph to automatically analyze and convert python code into graph code which ...

2024年4月26日 — Traces argument information at compilation time.

Converts a Python entity into a TensorFlow graph.

2024年4月26日 — to_graph(...) : Converts a Python entity into a TensorFlow graph. trace(...) : Traces argument information ...

2024年1月12日 — AutoGraph is a library that is on by default in tf.function , and transforms a subset of Python eager code into graph-compatible TensorFlow ops.