tfm.nlp.serving_modules.MaskedLM
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The export module for the Bert Pretrain (MaskedLM) task.
Inherits From: ExportModule
tfm.nlp.serving_modules.MaskedLM(
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
class Params
Methods
get_inference_signatures
View source
get_inference_signatures(
function_keys: Dict[Text, Text]
)
Get defined function signatures.
serve
View source
@tf.function
serve(
input_word_ids, input_mask, input_type_ids, masked_lm_positions
) -> Dict[str, tf.Tensor]
serve_examples
View source
@tf.function
serve_examples(
inputs
) -> Dict[str, tf.Tensor]
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Last updated 2024-02-02 UTC.
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