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