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dron57 | 2 years ago

AI heavy lifting isn't just model training. There's about a million data pipelines and processes before the training data gets loaded into a PyTorch tensor.

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HDThoreaun|2 years ago

also done in native code

janalsncm|2 years ago

From personal experience, no. I ended up writing rust bindings to call from python that turned minutes of loading into seconds.

tomjakubowski|2 years ago

Ehhh... if you're lucky. I've seen (and maybe even written) plenty of we-didn't-have-time-to-write-this-properly-with-dataframes Python data munging code, banged out once and then deployed to production. I'll take performance gains there.