| | |
| | | # build tokenizer |
| | | tokenizer = kwargs.get("tokenizer", None) |
| | | if tokenizer is not None: |
| | | tokenizer_class = tables.tokenizer_classes.get(tokenizer.lower()) |
| | | tokenizer_class = tables.tokenizer_classes.get(tokenizer) |
| | | tokenizer = tokenizer_class(**kwargs["tokenizer_conf"]) |
| | | kwargs["tokenizer"] = tokenizer |
| | | kwargs["token_list"] = tokenizer.token_list |
| | |
| | | # build frontend |
| | | frontend = kwargs.get("frontend", None) |
| | | if frontend is not None: |
| | | frontend_class = tables.frontend_classes.get(frontend.lower()) |
| | | frontend_class = tables.frontend_classes.get(frontend) |
| | | frontend = frontend_class(**kwargs["frontend_conf"]) |
| | | kwargs["frontend"] = frontend |
| | | kwargs["input_size"] = frontend.output_size() |
| | | |
| | | # build model |
| | | model_class = tables.model_classes.get(kwargs["model"].lower()) |
| | | model_class = tables.model_classes.get(kwargs["model"]) |
| | | model = model_class(**kwargs, **kwargs["model_conf"], vocab_size=vocab_size) |
| | | model.eval() |
| | | model.to(device) |
| | |
| | | # build frontend |
| | | frontend = kwargs.get("frontend", None) |
| | | if frontend is not None: |
| | | frontend_class = tables.frontend_classes.get(frontend.lower()) |
| | | frontend_class = tables.frontend_classes.get(frontend) |
| | | frontend = frontend_class(**kwargs["frontend_conf"]) |
| | | |
| | | self.frontend = frontend |