def get_model_params(model: Optional[Text] = "bert2bert",
config_class=None) -> params_dict.ParamsDict:
"""Helper function to convert config file to ParamsDict."""
if model == "bert2bert":
return configs.BERT2BERTConfig()
elif model == "nhnet":
return configs.NHNetConfig()
elif config_class:
return config_class()
else:
raise KeyError("The model type is not defined: %s" % model)
def setUp(self):
super(NHNetTest, self).setUp()
self._nhnet_config = configs.NHNetConfig()
self._nhnet_config.override(utils.get_test_params().as_dict())
self._bert2bert_config = configs.BERT2BERTConfig()
self._bert2bert_config.override(utils.get_test_params().as_dict())
def test_configs(self):
cfg = configs.BERT2BERTConfig()
cfg.validate()
self.assertEqual(cfg.as_dict(), BERT2BERT_CONFIG)