tfm.nlp.serving_modules.SentencePrediction

The export module for the sentence prediction task.

Inherits From: ExportModule

tfm.nlp.serving_modules.SentencePrediction(
    params, model: tf.keras.Model, inference_step=None
)

Args
`params`	A dataclass for parameters to the module.
`model`	A model instance which contains weights and forward computation.
`inference_step`	An optional callable to forward-pass the model. If not specified, it creates a parital function with `model` as an required kwarg.
`preprocessor`	An optional callable to preprocess the inputs.
`postprocessor`	An optional callable to postprocess the model outputs.

Child Classes

get_inference_signatures(
    function_keys: Dict[Text, Text]
)

Get defined function signatures.

@tf.function
serve(
    input_word_ids, input_mask=None, input_type_ids=None
) -> Dict[str, tf.Tensor]

@tf.function
serve_examples(
    inputs
) -> Dict[str, tf.Tensor]

@tf.function
serve_probability(
    input_word_ids, input_mask=None, input_type_ids=None
) -> Dict[str, tf.Tensor]

@tf.function
serve_text_examples(
    inputs
) -> Dict[str, tf.Tensor]