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commands

zeus.optimizer.batch_size.server.services.commands

Commands on how to use some methods from the ZeusService.

GetRandomChoices

Bases: BaseModel

Parameters for getting a random choices.

Attributes:

Name Type Description
job_id str

Job Id
choices list[int]

List of choices
Source code in zeus/optimizer/batch_size/server/services/commands.py 
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class GetRandomChoices(BaseModel):
    """Parameters for getting a random choices.

    Attributes:
        job_id: Job Id
        choices: List of choices
    """

    job_id: str
    choices: list[int]

GetNormal

Bases: BaseModel

Parameters for getting a random sample from normal distribution.

Attributes:

Name Type Description
job_id str

Job id
loc float

Mean
scale float

Stdev
Source code in zeus/optimizer/batch_size/server/services/commands.py 
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class GetNormal(BaseModel):
    """Parameters for getting a random sample from normal distribution.

    Attributes:
        job_id: Job id
        loc: Mean
        scale: Stdev
    """

    job_id: str
    loc: float
    scale: float

UpdateArm

Bases: BaseModel

Parameters to update an arm.

Attributes:

Name Type Description
trial ReadTrial

Identifier of trial
updated_arm GaussianTsArmState

Updated state of arm.
Source code in zeus/optimizer/batch_size/server/services/commands.py 
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class UpdateArm(BaseModel):
    """Parameters to update an arm.

    Attributes:
        trial: Identifier of trial
        updated_arm: Updated state of arm.
    """

    trial: ReadTrial
    updated_arm: GaussianTsArmState