wandb sweep

  less than a minute  

Usage

wandb sweep [OPTIONS] CONFIG_YAML_OR_SWEEP_ID

Summary

Initialize a hyperparameter sweep. Search for hyperparameters that optimizes a cost function of a machine learning model by testing various combinations.

Options

Option	Description
-p, --project	The name of the project where W&B runs created from the sweep are sent to. If the project is not specified, the run is sent to a project labeled Uncategorized.
-e, --entity	The username or team name where you want to send W&B runs created by the sweep to. Ensure that the entity you specify already exists. If you don’t specify an entity, the run will be sent to your default entity, which is usually your username.
--controller	Run local controller
--verbose	Display verbose output
--name	The name of the sweep. The sweep ID is used if no name is specified.
--program	Set sweep program
--update	Update pending sweep
--stop	Finish a sweep to stop running new runs and let currently running runs finish.
--cancel	Cancel a sweep to kill all running runs and stop running new runs.
--pause	Pause a sweep to temporarily stop running new runs.
--resume	Resume a sweep to continue running new runs.
--prior_run	ID of an existing run to add to this sweep