Dissecting tf.function to Discover AutoGraph Strengths and Subtleties

Dissecting tf.function to Discover AutoGraph Strengths and Subtleties

EuroPython Conference via YouTube Direct link

Flow operators everywhere

22 of 24

22 of 24

Flow operators everywhere

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Classroom Contents

Dissecting tf.function to Discover AutoGraph Strengths and Subtleties

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  1. 1 Introduction
  2. 2 Tensorflow
  3. 3 Autograph
  4. 4 Problem
  5. 5 Flow1 solution
  6. 6 First output
  7. 7 Exception
  8. 8 Lesson
  9. 9 Solution
  10. 10 Bridge to different completely
  11. 11 Input type
  12. 12 First test
  13. 13 Analysis
  14. 14 Code
  15. 15 Weird behavior
  16. 16 Summary
  17. 17 Design choice
  18. 18 Performance measurement
  19. 19 Use tensor everywhere
  20. 20 tffunction in eager mode
  21. 21 tffunction problems
  22. 22 Flow operators everywhere
  23. 23 Recap
  24. 24 Questions

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