Re:Customize Python dependency resolution with machine learning
by monkeybutton on Thursday November 25, 2021 @06:51PM
(#29346176)
ML Engineer: Why does inference for this model take 0.9s per-call?!
Data scientist: I have no idea, inferences take 0.1s on average in my environment?
I jest but I've also lived this experience with data scientists developing an algorithm on Windows with one set of wheels, and the same code being deployed to Linux with a different set of binaries and the whole thing running 10x slower. We fixed it, but it was an unnecessary headache.
Data scientist: I have no idea, inferences take 0.1s on average in my environment?
I jest but I've also lived this experience with data scientists developing an algorithm on Windows with one set of wheels, and the same code being deployed to Linux with a different set of binaries and the whole thing running 10x slower. We fixed it, but it was an unnecessary headache.