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Tensor2Tensor - TensorFlow at O’Reilly AI Conference, San Francisco '18
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- 1 Introduction
- 2 Motivation
- 3 Machine Translation
- 4 Transformer
- 5 TensorFlow
- 6 Tensor2Tensor
- 7 Training
- 8 Open Source
- 9 Collaboration
- 10 Papers
- 11 How does it work
- 12 Translation
- 13 Speech Recognition
- 14 Transformer Models
- 15 Image Transformer
- 16 MultiGPU
- 17 Cloud TPU Pod
- 18 Tuning hyper parameters
- 19 Mesh tensor flow
- 20 Importing data
- 21 Problem class
- 22 Models
- 23 Subclasses
- 24 Research subdirectory
- 25 Looking Ahead
- 26 Mesh
- 27 Image Generation
- 28 Slice Back
- 29 Build Every Tensor
- 30 Model Layout
- 31 Model Transformer
- 32 GitHub
