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Episode 549: William Falcon Optimizing Deep Learning Models

Software Engineering Radio - the podcast for professional software developers

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Is Training Versus Inferencing a Thing?

It really depends on your use case. If you're doing fraud detection, you may only need to train that model once a day and it's fine,. So you don't actually need it to be super fast. Even with those use cases, like you still want to fine tune the model. Fine tuning is literally training. It's just not training for months. It's training for a few hours. But yeah, I mean, I would even fine tune if I could, right? If I had the money and the data, I would still work on when people fine tune. Yeah.

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