agent

Run a function or program with configuration parameters specified by server.

agent(
    sweep_id, function=None, entity=None, project=None, count=None
)

Generic agent entrypoint, used for CLI or jupyter.

Arguments
sweep_id	(dict) Sweep ID generated by CLI or sweep API
function	(func, optional) A function to call instead of the "program" specifed in the config.
entity	(str, optional) W&B Entity
project	(str, optional) W&B Project
count	(int, optional) the number of trials to run.

Examples:

Run a sample sweep over a function:

import wandb

sweep_configuration = {
    "name": "my-awesome-sweep",
    "metric": {"name": "accuracy", "goal": "maximize"},
    "method": "grid",
    "parameters": {"a": {"values": [1, 2, 3, 4]}},
}


def my_train_func():
    # read the current value of parameter "a" from wandb.config
    wandb.init()
    a = wandb.config.a

    wandb.log({"a": a, "accuracy": a + 1})


sweep_id = wandb.sweep(sweep_configuration)

# run the sweep
wandb.agent(sweep_id, function=my_train_func)