optimize_config

​

OptimizeConfig

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

• **data: Any

• pydantic.main.BaseModel
• pydantic.utils.Representation

• Config The type of the None singleton.
• accuracy_sem: float | None The type of the None singleton.
• compiler: List[pydantic.types.StrictStr] | None The type of the None singleton.
• disable_constraints: pydantic.types.StrictBool | None The type of the None singleton.
• disable_deduplicate: pydantic.types.StrictBool | None The type of the None singleton.
• early_stopping: pydantic.types.StrictBool | None The type of the None singleton.
• early_stopping_improvement_bar: float | None The type of the None singleton.
• early_stopping_window_size: float | None The type of the None singleton.
• enable_sem: pydantic.types.StrictBool | None The type of the None singleton.
• import_project_metrics: pydantic.types.StrictBool | None The type of the None singleton.
• import_resource_metrics: pydantic.types.StrictBool | None The type of the None singleton.
• initial_trials: pydantic.types.StrictInt | None The type of the None singleton.
• latency_sem: float | None The type of the None singleton.
• max_maccs: float | None The type of the None singleton.
• max_total_training_time: float | None The type of the None singleton.
• min_maccs: float | None The type of the None singleton.
• momf: pydantic.types.StrictBool | None The type of the None singleton.
• name: pydantic.types.StrictStr | None The type of the None singleton.
• notification_on_completion: pydantic.types.StrictBool | None The type of the None singleton.
• num_import_project_metrics: float | None The type of the None singleton.
• num_import_resource_metrics: float | None The type of the None singleton.
• optimization_objectives: List[edgeimpulse_api.models.optimize_config_optimization_objectives_inner.OptimizeConfigOptimizationObjectivesInner] | None The type of the None singleton.
• optimization_precision: pydantic.types.StrictStr | None The type of the None singleton.
• optimization_rounds: pydantic.types.StrictInt | None The type of the None singleton.
• precision: List[pydantic.types.StrictStr] | None The type of the None singleton.
• raw_objectives: pydantic.types.StrictStr | None The type of the None singleton.
• search_space_source: edgeimpulse_api.models.optimize_config_search_space_source.OptimizeConfigSearchSpaceSource | None The type of the None singleton.
• search_space_template: edgeimpulse_api.models.optimize_config_search_space_template.OptimizeConfigSearchSpaceTemplate | None The type of the None singleton.
• space: List[edgeimpulse_api.models.tuner_space_impulse.TunerSpaceImpulse] | None The type of the None singleton.
• target_device: edgeimpulse_api.models.optimize_config_target_device.OptimizeConfigTargetDevice The type of the None singleton.
• target_latency: pydantic.types.StrictInt The type of the None singleton.
• training_cycles: pydantic.types.StrictInt | None The type of the None singleton.
• trials_per_optimization_round: pydantic.types.StrictInt | None The type of the None singleton.
• tuner_space_options: Dict[str, List[pydantic.types.StrictStr]] | None The type of the None singleton.
• tuning_algorithm: pydantic.types.StrictStr | None The type of the None singleton.
• tuning_max_trials: pydantic.types.StrictInt | None The type of the None singleton.
• tuning_workers: pydantic.types.StrictInt | None The type of the None singleton.
• verbose_logging: pydantic.types.StrictBool | None The type of the None singleton.

​

Static methods

​

from_dict

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

• obj: dict

​

from_json

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

• json_str: str

​

optimization_precision_validate_enum

edgeimpulse_api.models.optimize_config.optimization_precision_validate_enum(
		v
)

• v

​

tuning_algorithm_validate_enum

edgeimpulse_api.models.optimize_config.tuning_algorithm_validate_enum(
		v
)

• v

​

Methods

​

to_dict

edgeimpulse_api.models.optimize_config.to_dict(
		self
)

• self

​

to_json

edgeimpulse_api.models.optimize_config.to_json(
		self,
		indent=None
) ‑> str

• self
• indent=None

​

to_str

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

• self