Weights & Biases (wandb): Difference between revisions

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== Notes ==
* Uploading metrics and other artifacts to a centralized cloud is useful for many reasons
* For metrics, wandb connects to it's own domain, which we can whitelist (as it's done for Comet.ml on Béluga).
* For file uploads, wandb connects to googlecloudstorage.com/wandb (or something like that). It's not possible to whitelist a url with https, it's only possible to whitelist domains/subdomains.
* If wandb would connect using a subdomain, like wandb.googlecloudstorage.com, maybe we could whitelist that.
* Wandb offer an on-premise version that could probably work on Graham; but someone would have to maintain that service.
* Comet.ml works right now on Cedar and Béluga; it might appear simple to just switch to Comet.ml, but it's not that simple.
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