Context Summary: The new API, tf.function, makes it very easy to create and run graphs.

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Inside TensorFlow: AutoGraph

Inside TensorFlow: AutoGraph

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AutoGraph: Easy control flow for graphs (TensorFlow Tip of the Week)

AutoGraph: Easy control flow for graphs (TensorFlow Tip of the Week)

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tf.function and Autograph (TF Dev Summit ‘19)

tf.function and Autograph (TF Dev Summit ‘19)

Here we show how to construct graphs in tf 2.X. The new API, tf.function, makes it very easy to create and run graphs. See the ...

inside tensorflow autograph

inside tensorflow autograph

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TensorFlow AutoGraph (TensorFlow @ O’Reilly AI Conference, San Francisco '18)

TensorFlow AutoGraph (TensorFlow @ O’Reilly AI Conference, San Francisco '18)

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Inside TensorFlow: Functions, not sessions

Inside TensorFlow: Functions, not sessions

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Inside TensorFlow: TF Filesystems

Inside TensorFlow: TF Filesystems

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Inside TensorFlow: Graph rewriting (Macros, not functions)

Inside TensorFlow: Graph rewriting (Macros, not functions)

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Paolo Galeone - Dissecting tf.function to discover AutoGraph strengths and subtleties

Paolo Galeone - Dissecting tf.function to discover AutoGraph strengths and subtleties

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Dissecting tf function to discover AutoGraph strengths and subtleties

Dissecting tf function to discover AutoGraph strengths and subtleties

Read more details and related context about Dissecting tf function to discover AutoGraph strengths and subtleties.