mediapipe_model_maker.text_classifier.AverageWordEmbeddingHParams

The hyperparameters for an AverageWordEmbeddingClassifier.

Inherits From: BaseHParams

mediapipe_model_maker.text_classifier.AverageWordEmbeddingHParams(
    learning_rate: float,
    batch_size: int,
    epochs: int,
    steps_per_epoch: Optional[int] = None,
    class_weights: Optional[Mapping[int, float]] = None,
    shuffle: bool = False,
    repeat: bool = False,
    export_dir: str = tempfile.mkdtemp(),
    distribution_strategy: str = 'off',
    num_gpus: int = 0,
    tpu: str = ''
)

Attributes
learning_rate	Dataclass field
batch_size	Dataclass field
epochs	Dataclass field
steps_per_epoch	Dataclass field
class_weights	Dataclass field
shuffle	Dataclass field
repeat	Dataclass field
export_dir	Dataclass field
distribution_strategy	Dataclass field
num_gpus	Dataclass field
tpu	Dataclass field

Methods

get_strategy

View source

get_strategy()

__eq__

__eq__(
    other
)

Class Variables
class_weights	None
distribution_strategy	'off'
export_dir	'/tmpfs/tmp/tmp6iew271t'
num_gpus	0
repeat	False
shuffle	False
steps_per_epoch	None
tpu	''