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Use tf tensor everywhere
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Classroom Contents
Dissecting tf.function to Discover AutoGraph Strengths and Subtleties
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- 1 Introduction
- 2 Twophase execution
- 3 Problem description
- 4 Flow1 solution
- 5 Adding the decorator
- 6 First output
- 7 Exception
- 8 Lesson
- 9 Solution
- 10 TFfunction are not graph convertible
- 11 Dynamically typed vs statically typed
- 12 Identity
- 13 First test
- 14 Analysis
- 15 Code
- 16 Weird behavior
- 17 Summary
- 18 F function outers
- 19 Performance measurement
- 20 Use tf tensor everywhere
- 21 What happens when we plug into tffunction
- 22 Problems with tffunction
- 23 Recap
- 24 Questions
