def __post_init__()

in optimum_benchmark/scenarios/inference/config.py [0:0]

• 32 lines of code
• 11 McCabe index (conditional complexity)

    def __post_init__(self):
        super().__post_init__()

        self.input_shapes = {**INPUT_SHAPES, **self.input_shapes}

        if self.new_tokens is not None:
            LOGGER.warning(
                "`new_tokens` is deprecated. Use `max_new_tokens` and `min_new_tokens` instead. "
                "Setting `max_new_tokens` and `min_new_tokens` to `new_tokens`."
            )
            self.generate_kwargs["max_new_tokens"] = self.new_tokens
            self.generate_kwargs["min_new_tokens"] = self.new_tokens

        if (
            "max_new_tokens" in self.generate_kwargs
            and "min_new_tokens" in self.generate_kwargs
            and self.generate_kwargs["max_new_tokens"] != self.generate_kwargs["min_new_tokens"]
        ):
            raise ValueError(
                "Setting `min_new_tokens` and `max_new_tokens` to different values results in non-deterministic behavior."
            )

        elif "max_new_tokens" in self.generate_kwargs and "min_new_tokens" not in self.generate_kwargs:
            LOGGER.warning(
                "Setting `max_new_tokens` without `min_new_tokens` results in non-deterministic behavior. "
                "Setting `min_new_tokens` to `max_new_tokens`."
            )
            self.generate_kwargs["min_new_tokens"] = self.generate_kwargs["max_new_tokens"]

        elif "min_new_tokens" in self.generate_kwargs and "max_new_tokens" not in self.generate_kwargs:
            LOGGER.warning(
                "Setting `min_new_tokens` without `max_new_tokens` results in non-deterministic behavior. "
                "Setting `max_new_tokens` to `min_new_tokens`."
            )
            self.generate_kwargs["max_new_tokens"] = self.generate_kwargs["min_new_tokens"]

        if self.energy and is_rocm_system():
            raise ValueError("Energy measurement through codecarbon is not yet available on ROCm-powered devices.")