I loaded a large JSON file in Python and watched memory jump from 43 MB to 808 MB. Here’s what happened and how streaming changed everything.

NVIDIA outlined how KvikIO and cuFile route Python reads into GPU memory and how to verify whether GPUDirect Storage used ...