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Inside TensorFlow - TensorFlow Lite
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- 1 Intro
- 2 Outline
- 3 Why on device?
- 4 TensorFlow vs TensorFlow Lite
- 5 Why not TFMobile?
- 6 What is TensorFlow Lite?
- 7 Interpreter
- 8 Acceleration (Delegates)
- 9 Model conversion (Python)
- 10 Inference (Java)
- 11 Selective Registration (Bazel)
- 12 Selective Registration (C++)
- 13 Performance
- 14 Benchmarking (Android)
- 15 Inference w/ NNAPI
- 16 Inference w/ GPU passthrough
- 17 Fast execution
- 18 Model conversion w/ Post-Training Quant (Hybrid)
- 19 Optimization
- 20 Model conversion w/ Post-Training Quant (Full)
- 21 Documentation
- 22 Model repository
- 23 TensorFlow Lite Roadmap
- 24 Questions?
