wandb.agent

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wandb.agent
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Generic agent entrypoint, used for CLI or jupyter.
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agent(
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    sweep_id, function=None, entity=None, project=None, count=None
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)
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Will run a function or program with configuration parameters specified by server.
Arguments
Text
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:
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def train():
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    with wandb.init() as run:
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        print("config:", dict(run.config))
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        for epoch in range(35):
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            print("running", epoch)
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            wandb.log({"metric": run.config.param1, "epoch": epoch})
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            time.sleep(1)
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​
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wandb.agent(sweep_id, function=train)
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wandb.Run
wandb.config
Last modified 16m ago
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