Deep Learning with PyTorch Step-by-Step: Part I - Fundamentals/

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Classy Pipeline

Classy Pipeline

Learn about running a classy pipeline for the data preparation and model configuration steps.

We'll cover the following...

Pipeline steps

In the chapter, Rethinking the Training Loop, our pipeline was composed of three steps: data preparation V2, model configuration V3, and model training V5. The last step, model training, has already been integrated into our StepByStep class. Let us take a look at the other two steps:

But before that, let us generate our synthetic data once again.

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# Runs data generation - so we do not need to copy code here
%run -i data_generation/simple_linear_regression.py

This will have ...