Inside TensorFlow - New TF Lite Converter

Inside TensorFlow - New TF Lite Converter

TensorFlow via YouTube Direct link

Intro

1 of 15

1 of 15

Intro

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Inside TensorFlow - New TF Lite Converter

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  1. 1 Intro
  2. 2 Outline
  3. 3 Some of TensorFlow Lite Advantages
  4. 4 How? (1/4) - Small binary size
  5. 5 How? (3/4) - Fast startup
  6. 6 How? (4/4) - Fast invocation
  7. 7 Why do we need a NEW converter?
  8. 8 How to use the new converter?
  9. 9 Dialect Example: A simple TF Op
  10. 10 Dialect Example: Defining a TFL op
  11. 11 What does the converter do? (recap)
  12. 12 What does the converter exactly do?
  13. 13 Writing Transformation Passes
  14. 14 Transformation in TableGen
  15. 15 Transformation in C++

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