Inside TensorFlow - AutoGraph

Inside TensorFlow - AutoGraph

TensorFlow via YouTube Direct link

The life of a function

2 of 18

2 of 18

The life of a function

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Inside TensorFlow - AutoGraph

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  1. 1 Intro, background, motivation
  2. 2 The life of a function
  3. 3 Caching
  4. 4 Overloading
  5. 5 Preserving Python scopes
  6. 6 Basic example
  7. 7 The solution in the Python case
  8. 8 Power features
  9. 9 Debugging
  10. 10 Python and Graph code
  11. 11 Eager code
  12. 12 TF control flow - restrictions
  13. 13 TF iterators
  14. 14 Exception-driven control flow
  15. 15 Python collections
  16. 16 Shape invariants, type changes
  17. 17 More type changes
  18. 18 Graph construction errors

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