:j JdZddlmZddlmZehdZGddeZy)z Implements ONNX's backend API. ) BackendRep) RunOptions>logidlog_severity_levellog_verbosity_levelonly_execute_path_to_fetchesceZdZdZdZdZy)OnnxRuntimeBackendRepz Wraps an :class:`onnxruntime.InferenceSession` to implement ONNX's :class:`onnx.backend.base.BackendRep` interface for running predictions. c||_y)zG :param session: :class:`onnxruntime.InferenceSession` N)_session)selfsessions t/home/mcse/projects/srt_converter/srt-converter-venv/lib/python3.12/site-packages/onnxruntime/backend/backend_rep.py__init__zOnnxRuntimeBackendRep.__init__ s   c Xt}|jD]T\}}|tvrt|||t ||s)t d|ddj ttt|tri}t|jjD]\}}||||j<|jjd||} t| tr| S|jjD cgc]} | j} } | D cgc]} | |  c} S|jj}t!|dk7rt dt!|d|dj|i}|jjd||Scc} wcc} w) a Computes the prediction. See :meth:`onnxruntime.InferenceSession.run`. :param inputs: a list of input arrays (one per model input) or a single array when the model has exactly one input :param kwargs: only a safe subset of :class:`onnxruntime.RunOptions` attributes are accepted; see ``_ALLOWED_RUN_OPTIONS`` for the list :return: list of output arrays zRunOptions attribute 'z<' is not permitted via the backend API. Allowed attributes: z, Nz Model expect z inputsr)ritems_ALLOWED_RUN_OPTIONSsetattrhasattr RuntimeErrorjoinsorted isinstancelist enumerater get_inputsnamerun get_outputslen) r inputskwargsoptionskvinpsiinpoutso output_namesrs rr zOnnxRuntimeBackendRep.run&s,LLN DAq((A&!$",QC0++/99V? +3!'SXX +==$$T49D$% 04 0I0I0KL1L L/;r6s0 )" !2:J2:r