Developing a Deep Learning Project - Case Study on Transformer

Developing a Deep Learning Project - Case Study on Transformer

Aleksa Gordić - The AI Epiphany via YouTube Direct link

Open-sourcing original transformer and why

1 of 14

1 of 14

Open-sourcing original transformer and why

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Developing a Deep Learning Project - Case Study on Transformer

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  1. 1 Open-sourcing original transformer and why
  2. 2 Creating great projects takes time
  3. 3 My time management
  4. 4 My story and embracing failures
  5. 5 Overview of the transformer project
  6. 6 Data and task definition
  7. 7 Training loop
  8. 8 Problems I encountered
  9. 9 Beam search fun
  10. 10 BucketIterator fun
  11. 11 Optimizing things to speed up the loop
  12. 12 Translating from English to German and vice versa
  13. 13 Hardware requirements
  14. 14 Wrapping things up

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