this post was submitted on 27 Nov 2023
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Machine Learning
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I mark the expected duration of my experiments both in a google calendar as well as a project journal. That way, I know when it's "time" to check in on the runs.
I also use Weights & Biases, which sends me a mail if something crashes so I can check up when I really need to.
Curve watching is just a waste of time, you should train yourself to get out of the habit even if it's difficult for you.
I use pushover.net to send my phone a push notification when something noteworthy happens. Just drop a little function in my trainer loop. Extremely useful and you can programmatically set the notification message so it'll tell me what my numbers are when I'm at lunch or whatever.
Dude that's slick af