wandb controller

GitHub source

Start a local sweep controller for a W&B hyperparameter sweep.

Start a local process that orchestrates the specified sweep. Read the sweep configuration from W&B, select hyperparameter combinations based on the configured search strategy (grid, random, Bayesian, and so on), and dispatch runs to sweep agents.

By default, W&B runs sweep controllers on its managed infrastructure. Use this command to run the controller locally instead. For example, you can use this command to debug behavior or operate in environments with limited connectivity.

‘sweep_id’ is printed by wandb sweep when you create a sweep. It consists of a unique identifier for the sweep and may include the entity and project path (entity/project/sweep_id).

Examples:

Start a local sweep controller for a sweep. In this example, abcd1234 is the sweep ID.

wandb controller abcd1234

Usage

wandb controller [OPTIONS] SWEEP_ID

Options

verbose

Display verbose output from controller.

Flag	Default	Type
--verbose	False	BOOL

help

Show this message and exit.

Flag	Default	Type
--help	False	BOOL

CLI Help

Usage: controller [OPTIONS] SWEEP_ID

  Start a local sweep controller for a W&B hyperparameter sweep.

  Start a local process that orchestrates the specified sweep. Read the sweep
  configuration from W&B, select hyperparameter combinations based on the
  configured search strategy (grid, random, Bayesian, and so on), and dispatch
  runs to sweep agents.

  By default, W&B runs sweep controllers on its managed infrastructure. Use
  this command to run the controller locally instead. For example, you can use
  this command to debug behavior or operate in environments with limited
  connectivity.

  'sweep_id' is printed by `wandb sweep` when you create a sweep. It consists
  of a unique identifier for the sweep and may include the entity and project
  path (`entity/project/sweep_id`).

  Examples:

  Start a local sweep controller for a sweep. In this example, `abcd1234` is
  the sweep ID.

  ```bash wandb controller abcd1234 ```

Options:
  --verbose  Display verbose output from controller.
  --help     Show this message and exit.