def _compile()

in optimum/intel/openvino/modeling_base.py [0:0]

• 14 lines of code
• 9 McCabe index (conditional complexity)

    def _compile(self):
        if self.parent_model._compile_only and isinstance(self.model, CompiledModel):
            self.request = self.model
        if self.request is None:
            if (
                "CACHE_DIR" not in self.ov_config.keys()
                and not str(self._model_dir).startswith(gettempdir())
                and "GPU" in self._device
            ):
                self.ov_config["CACHE_DIR"] = os.path.join(self._model_dir, self._model_name, "model_cache")

            logger.info(f"Compiling the {self._model_name} to {self._device} ...")
            self.request = core.compile_model(self.model, self._device, self.ov_config)
            # OPENVINO_LOG_LEVEL can be found in https://docs.openvino.ai/2023.2/openvino_docs_OV_UG_supported_plugins_AUTO_debugging.html
            if "OPENVINO_LOG_LEVEL" in os.environ and int(os.environ["OPENVINO_LOG_LEVEL"]) > 2:
                _print_compiled_model_properties(self.request)