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Particularly if you're on ARM. I did a stint with a company that worked in the AI / ML space, and when we tried to get stuff working on Amazon's Graviton it was
by raffraffraff 5y ago
Particularly if you're on ARM. I did a stint with a company that worked in the AI / ML space, and when we tried to get stuff working on Amazon's Graviton it was a mess. Docker containers are suddenly installing gcc, make, every '*-dev' library you could think of. Builds take forever, and you end up with who-knows-what gigantic .whl files built under the hood. I ended up writing a script to find the wheels and upload anything larger than 500kb to our AWS Artifact pip repo so they didn't have to get built every time the pipeline ran. It worked, but took a while to iron out.