This isn't really anything against W&B- it's very nice and polished. I'm really just advocating critical thinking about your process.https://twitter.com/citnaj/status/1320443311845302272 …
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Replying to @citnaj
I think if one is going to use an experiment tracking UI, W&B might be the best choice. But *all* experiment tracking UIs I've seen are really distracting, and aren't a replacement for thinking carefully about what you actually want to analyze, and the best way to analyze that
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Replying to @jeremyphoward @citnaj
Pretty much every early practitioner I've watched, however, uses an experiment tracking UI. They're very tempting!
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Replying to @jeremyphoward @citnaj
What do you cats think about hyperparam tuning like optuna and raytune? Esp in terms of real world problem solving vs kaggle comps.
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Like I feel like the lesson I keep seeing repeated lately both in papers I see and in my personal experience is that there's a lot to be gained in focusing on the fundamentals. Like...really...for serious.... data makes a big difference, for example:https://github.com/google-research/big_transfer …
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