Contribution: Mini-Tutorial

data
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I have created a mini-tutorial series for learning how to use data utilities in PyTorch. I’d love to get your feedback on this.

PyTorch Data Utils - YouTube

Here is the course content, with a video for each module. I have tried to keep the videos to around 5mins.

  1. Motivation
  2. Datasets
    1. Introduction
    2. Map Style
    3. Iterable Style
    4. Conclusion
  3. DataLoader
    1. Introduction
    2. Usage
    3. Batch
    4. Sample
    5. Collate
    6. Iterable
  4. Multiple Workers
    1. In-Proc Workers
    2. MultiWorkers