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Inside TensorFlow: Functions, not sessions
TensorFlow AutoGraph (TensorFlow @ O’Reilly AI Conference, San Francisco '18)
tf.function and Autograph (TF Dev Summit ‘19)
Dissecting tf function to discover AutoGraph strengths and subtleties
AutoGraph converts Python into TensorFlow graphs for ML Model
AutoGraph converts Python into TensorFlow graphs for ML Model
Inside TensorFlow: MLIR for TF developers
Inside TensorFlow: Control Flow
MLIR Open Meeting 2019-08-01: TensorFlow Graph Representation in MLIR
Inside TensorFlow: Graph rewriting (Macros, not functions)
Inside TensorFlow: TF Filesystems
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Last Updated: August 14, 2026
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