def create_and_check_ctrl_model(self, config, input_ids, input_mask, head_mask, token_type_ids, *args): model = TFCTRLModel(config=config) inputs = {"input_ids": input_ids, "attention_mask": input_mask, "token_type_ids": token_type_ids} result = model(inputs) inputs = [input_ids, None, input_mask] # None is the input for 'past' result = model(inputs) result = model(input_ids) self.parent.assertListEqual( list(result["last_hidden_state"].shape), [self.batch_size, self.seq_length, self.hidden_size] )
def create_and_check_ctrl_model(self, config, input_ids, input_mask, head_mask, token_type_ids, *args): model = TFCTRLModel(config=config) inputs = {"input_ids": input_ids, "attention_mask": input_mask, "token_type_ids": token_type_ids} sequence_output = model(inputs)[0] inputs = [input_ids, None, input_mask] # None is the input for 'past' sequence_output = model(inputs)[0] sequence_output = model(input_ids)[0] result = { "sequence_output": sequence_output.numpy(), } self.parent.assertListEqual( list(result["sequence_output"].shape), [self.batch_size, self.seq_length, self.hidden_size] )