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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
Inside TensorFlow: MLIR for TF developers
AutoGraph converts Python into TensorFlow graphs for ML Model
AutoGraph converts Python into TensorFlow graphs for ML Model
Inside TensorFlow: Control Flow
MLIR Open Meeting 2019-08-01: TensorFlow Graph Representation in MLIR
Inside TensorFlow: TF Filesystems
Inside TensorFlow: Graph rewriting (Macros, not functions)
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Last Updated: August 23, 2026
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