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Sigrid Keydana · 2023
Our toy example, which we&s;ll see a third (and last) version of in the next chapter, had the model train on a tiny set of data – small enough to pass all observations to the model in one go. What if that wasn&s;t the case? Say we had 10,000 items instead, and every item was an RGB image of size 256 × 256 pixels. Even on very powerful hardware, we could not possibly train a model on the complete data all at once.