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As far as I can see there's no way for a user to set the size of their infrastructure.

Yeah, you can connect your GPU for machine learning, but that seems to be it.

I've read Google Colaboratory provides 12 hours of free GPU usage. Even without using the GPU, I find the Colab version useful