How do the lessons relate to SD?

Part 2 2022/23
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Hey Everyone,

I’m loving part 2 of the course but, as of lesson 11, I’ve started to get a little lost in terms of how the concepts taught in the video relate back to SD. For example, I have experience with iterators, matmuls, and broadcasting but I want to practice them in the context of SD. Any tips?

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I’m still going through this course, but I assume that later on in the course when we begin implementing Stable Diffusion and our own library will these concepts such as iterators, matrix multiplication, and broadcasting come into play.

But if we think about it in the context of Stable Diffusion, a matrix holds an image, matrix multiplication is required to manipulate images, iterators are required to iterator through all pixel values of an image, and broadcasting is required to manipulate matrices of different shapes.

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Thanks for your response!

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