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Introduction
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Classroom Contents
Deep Learning for Mobile Devices
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- 1 Introduction
- 2 Introducing Seafood
- 3 Welcome
- 4 Why do we care
- 5 Latency
- 6 Push notifications
- 7 Training a model
- 8 Finetuning
- 9 Tensorflow
- 10 Hardware
- 11 Energy Considerations
- 12 Model Pruning
- 13 Quantization
- 14 Pocket Flow
- 15 Neural Architecture Search
- 16 Training Time
- 17 Comparison
- 18 Ondevice training
- 19 federated learning
- 20 recap
- 21 book
- 22 Questions
