gnes.encoder.text.bert module

class gnes.encoder.text.bert.BertEncoder(*args, **kwargs)

Bases: gnes.encoder.base.BaseTextEncoder

close()

Release the resources as model is destroyed

encode(text, *args, **kwargs)

Return type:ndarray

is_trained = True

post_init()

Declare class attributes/members that can not be serialized in standard way

store_args_kwargs = True

train(*args, **kwargs)

Train the model, need to be overrided

class gnes.encoder.text.bert.BertEncoderServer(*args, **kwargs)

Bases: gnes.encoder.base.BaseTextEncoder

close()

Release the resources as model is destroyed

is_trained = True

post_init()

Declare class attributes/members that can not be serialized in standard way

store_args_kwargs = True

train(*args, **kwargs)

Train the model, need to be overrided

class gnes.encoder.text.bert.BertEncoderWithServer(*args, **kwargs)

Bases: gnes.base.CompositionalTrainableBase

encode(text, *args, **kwargs)

Return type:ndarray

train(*args, **kwargs)

Train the model, need to be overrided