my scripts regularly slow down significantly because I run into the wandb upload limit/ request limit.
E.g. getting 429 encountered (Filestream rate limit exceeded, retrying in 4.902817452929678 seconds), retrying request
Is there a way to set wandb to “soft uploads”, i.e. uploading data whenever possible but never stopping/pausing the execution of the main script?
From the error you can see that we will retry writing to wandb once the rate limit retry is hit. Can you let me know how often you are logging your code as you can adjust how often your model writes to wandb as noted in here in the docs: wandb.Run - Documentation under log,
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