1.16.20

flytekitplugins.optuna

Directory

Classes

Class Description
Optimizer

Methods

Method Description
optimize()

Variables

Property Type Description
suggest SimpleNamespace

Methods

optimize() 

def optimize(
    objective: typing.Union[typing.Callable[typing.Concatenate[optuna.trial._trial.Trial, ~P], typing.Union[typing.Awaitable[typing.Union[float, tuple[float, ...]]], float, tuple[float, ...]]], flytekit.core.python_function_task.AsyncPythonFunctionTask, NoneType],
    concurrency: int,
    n_trials: int,
    study: typing.Optional[optuna.study.study.Study],
)
Parameter Type Description
objective typing.Union[typing.Callable[typing.Concatenate[optuna.trial._trial.Trial, ~P], typing.Union[typing.Awaitable[typing.Union[float, tuple[float, ...]]], float, tuple[float, ...]]], flytekit.core.python_function_task.AsyncPythonFunctionTask, NoneType]
concurrency int
n_trials int
study typing.Optional[optuna.study.study.Study]

flytekitplugins.optuna.Optimizer

Parameters 

class Optimizer(
    objective: typing.Union[typing.Callable[typing.Concatenate[optuna.trial._trial.Trial, ~P], typing.Union[typing.Awaitable[typing.Union[float, tuple[float, ...]]], float, tuple[float, ...]]], flytekit.core.python_function_task.AsyncPythonFunctionTask],
    concurrency: int,
    n_trials: int,
    study: typing.Optional[optuna.study.study.Study],
    delay: int,
)
Parameter Type Description
objective typing.Union[typing.Callable[typing.Concatenate[optuna.trial._trial.Trial, ~P], typing.Union[typing.Awaitable[typing.Union[float, tuple[float, ...]]], float, tuple[float, ...]]], flytekit.core.python_function_task.AsyncPythonFunctionTask]
concurrency int
n_trials int
study typing.Optional[optuna.study.study.Study]
delay int

Properties

Property Type Description
is_imperative bool

Methods

Method Description
spawn()

spawn() 

def spawn(
    semaphore: asyncio.locks.Semaphore,
    inputs: dict[str, typing.Any],
)
Parameter Type Description
semaphore asyncio.locks.Semaphore
inputs dict[str, typing.Any]