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 = ''
)

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_weights None
distribution_strategy 'off'
export_dir '/tmpfs/tmp/tmpnt_h4p9w'
num_gpus 0
repeat False
shuffle False
steps_per_epoch None
tpu ''