Does logging block my training?

“Is the logging function lazy? I don’t want to depend on the network to send results to your servers while executing local operations.”

The wandb.log function writes a line to a local file and does not block network calls. When calling wandb.init, a new process starts on the same machine. This process listens for filesystem changes and communicates with the web service asynchronously, allowing local operations to continue uninterrupted.

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