import os from typing import Type import onnxruntime as ort from .sessions import sessions_class from .sessions.base import BaseSession from .sessions.u2net import U2netSession def new_session( model_name: str = "u2net", providers=None, *args, **kwargs ) -> BaseSession: """ Create a new session object based on the specified model name. This function searches for the session class based on the model name in the 'sessions_class' list. It then creates an instance of the session class with the provided arguments. The 'sess_opts' object is created using the 'ort.SessionOptions()' constructor. If the 'OMP_NUM_THREADS' environment variable is set, the 'inter_op_num_threads' option of 'sess_opts' is set to its value. Parameters: model_name (str): The name of the model. providers: The providers for the session. *args: Additional positional arguments. **kwargs: Additional keyword arguments. Returns: BaseSession: The created session object. """ session_class: Type[BaseSession] = U2netSession for sc in sessions_class: if sc.name() == model_name: session_class = sc break sess_opts = ort.SessionOptions() if "OMP_NUM_THREADS" in os.environ: sess_opts.inter_op_num_threads = int(os.environ["OMP_NUM_THREADS"]) sess_opts.intra_op_num_threads = int(os.environ["OMP_NUM_THREADS"]) return session_class(model_name, sess_opts, providers, *args, **kwargs)