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I want to get better at writing code at the GPU level -- for people who are experts at writing code at this level and optimizing operations, what kind of steps/resources did you use to learn?

As a related question, do you think GPU experts are in high demand at AI companies/startups, or is the demand largely in research engineers/scientists and in theoreticians? https://19216801.onl/