athena.models.kws.base¶
base model for models
Module Contents¶
Classes¶
Base class for model. |
- class athena.models.kws.base.BaseModel(**kwargs)¶
Bases:
tensorflow.keras.ModelBase class for model.
- abstract call(samples, training=None)¶
call model
- get_loss(outputs, samples, training=None)¶
get loss
- compute_logit_length(samples)¶
compute the logit length
- reset_metrics()¶
reset the metrics
- prepare_samples(samples)¶
for special data prepare carefully: do not change the shape of samples
- restore_from_pretrained_model(pretrained_model, model_type='')¶
restore from pretrained model
- decode(samples, hparams, decoder)¶
decode interface