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Paolo Galeone - Dissecting tf.function to discover AutoGraph strengths and subtleties
Dissecting tf function to discover AutoGraph strengths and subtleties
TensorFlow AutoGraph (TensorFlow @ O’Reilly AI Conference, San Francisco '18)
Inside TensorFlow: MLIR for TF developers
Inside TensorFlow: Control Flow
tf.function and Autograph (TF Dev Summit ‘19)
AutoGraph converts Python into TensorFlow graphs for ML Model
Inside TensorFlow: Graph rewriting (Macros, not functions)
AutoGraph converts Python into TensorFlow graphs for ML Model
Inside TensorFlow: TensorFlow Lite
MLIR Open Meeting 2019-08-01: TensorFlow Graph Representation in MLIR
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Last Updated: September 20, 2026
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