
Episode 549: William Falcon Optimizing Deep Learning Models
Software Engineering Radio - the podcast for professional software developers
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MLOps Tasks - Can You Do Two Iterations a Day?
Deep learning is a little bit different than, I don't know, traditional machine learning. Tuning the hyperparameters means you actually have to run parallel versions of that model. So if you need to try 100 hyperparameters, then do you have 100 GPUs who can do it all at once? And so there's, I think the complexity is going to add up depending on the field that you're in.
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