optimize_config module

OptimizeConfig

class edgeimpulse_api.models.optimize_config.OptimizeConfig(
		**data: Any
)

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

Parameters

• **data: Any

Bases

• pydantic.main.BaseModel

• pydantic.utils.Representation

Class variables

• Config

• classification_type: pydantic.types.StrictStr

• compiler: Optional[List[pydantic.types.StrictStr]]

• dataset_category: pydantic.types.StrictStr

• max_maccs: Optional[float]

• min_maccs: Optional[float]

• name: Optional[pydantic.types.StrictStr]

• notification_on_completion: Optional[pydantic.types.StrictBool]

• precision: Optional[List[pydantic.types.StrictStr]]

• space: Optional[List[edgeimpulse_api.models.tuner_space_impulse.TunerSpaceImpulse]]

• target_device: edgeimpulse_api.models.optimize_config_target_device.OptimizeConfigTargetDevice

• target_latency: pydantic.types.StrictInt

• training_cycles: Optional[pydantic.types.StrictInt]

• tuner_space_options: Optional[Dict[str, List[pydantic.types.StrictStr]]]

• tuning_algorithm: Optional[pydantic.types.StrictStr]

• tuning_max_trials: Optional[pydantic.types.StrictInt]

• tuning_workers: Optional[pydantic.types.StrictInt]

Static methods

classification_type_validate_enum

edgeimpulse_api.models.optimize_config.classification_type_validate_enum(
		v
)

Parameters

• v

dataset_category_validate_enum

edgeimpulse_api.models.optimize_config.dataset_category_validate_enum(
		v
)

Parameters

• v

from_dict

edgeimpulse_api.models.optimize_config.from_dict(
		obj: dict
) ‑> edgeimpulse_api.models.optimize_config.OptimizeConfig

Create an instance of OptimizeConfig from a dict

Parameters

• obj: dict

Return

edgeimpulse_api.models.optimize_config.OptimizeConfig

from_json

edgeimpulse_api.models.optimize_config.from_json(
		json_str: str
) ‑> edgeimpulse_api.models.optimize_config.OptimizeConfig

Create an instance of OptimizeConfig from a JSON string

Parameters

• json_str: str

Return

edgeimpulse_api.models.optimize_config.OptimizeConfig

tuning_algorithm_validate_enum

edgeimpulse_api.models.optimize_config.tuning_algorithm_validate_enum(
		v
)

Parameters

• v

Methods

to_dict

edgeimpulse_api.models.optimize_config.to_dict(
		self
)

Returns the dictionary representation of the model using alias

Parameters

• self

to_json

edgeimpulse_api.models.optimize_config.to_json(
		self
) ‑> str

Returns the JSON representation of the model using alias

Parameters

• self

Return

str

to_str

edgeimpulse_api.models.optimize_config.to_str(
		self
) ‑> str

Returns the string representation of the model using alias

Parameters

• self

Return

str