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PyTorch and the Journey in Open Source - Keynote by Soumith Chintala
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- 1 Welcome!
- 2 Introduction by the speaker
- 3 What is PyTorch?
- 4 Implementation of PyTorch
- 5 Example: neural network in PyTorch
- 6 General principles of PyTorch
- 7 PyTorch team needs to collaborate with others
- 8 PyTorch ecosystem
- 9 State of PyTorch in the year 2020
- 10 Community and funding of PyTorch
- 11 PyTorch ecosystem
- 12 The journey of PyTorch
- 13 Where we come from?
- 14 Philosophy/principles of the open-source project
- 15 User and technology-centric projects
- 16 Migrating from Torch to PyTorch
- 17 Interactions with other communities
- 18 Scope & risk
- 19 Measurement/metric
- 20 Scaling
- 21 Vertical and horizontal integration
- 22 Q&A: Do you see TorchScript becoming an independent programming language?
- 23 Q&A: Do you imagine PyTorch first-class front-end for languages other than Python?
