o oi@spddlmZddlmZmZmZddlmZddlmZ ddl m Z m Z ddgZ Gddde e Zdd dZd S)) annotations)AnyOptionalUnion)onnx) onnxruntime) ONNXMixinONNXRuntimeMixin ONNXModuleloadcsZeZdZdZ     d"d#ddZ d$d%fdd Zd&fdd Zd'd(fd d! ZZS))r aONNXModule to wrap an ONNX operator. Args: arg: A variable number of ONNX models (either ONNX ModelProto objects or file paths). For Hugging Face-hosted models, use the format 'hf://model_name'. Valid `model_name` can be found on https://huggingface.co/kornia/ONNX_models. Or a URL to the ONNX model. providers: A list of execution providers for ONNXRuntime (e.g., ['CUDAExecutionProvider', 'CPUExecutionProvider']). session_options: Optional ONNXRuntime session options for optimizing the session. cache_dir: The directory where ONNX models are cached locally (only for downloading from HuggingFace). Defaults to None, which will use a default `kornia.config.hub_onnx_dir` directory. target_ir_version: The target IR version to convert to. target_opset_version: The target OPSET version to convert to. NopUnion[onnx.ModelProto, str] providersOptional[list[str]]session_optionsOptional[ort.SessionOptions] cache_dir Optional[str]target_ir_version Optional[int]target_opset_versionreturnNonecCsP||||_|dus|dur|j|j||d|_|j||d}|j|ddS)N)rr)rr)session)_load_opr _onnx_version_conversioncreate_session set_session)selfr rrrrrrrF/home/ubuntu/.local/lib/python3.10/site-packages/kornia/onnx/module.py__init__.s zONNXModule.__init__list[str] | None Any | Noneort.InferenceSessioncst|j||SN)super_create_sessionr )rrr __class__rr r?szONNXModule.create_session file_pathstrkwargsrc stj|j|fi|Sr%)r&_exportr )rr*r,r(rr exportDszONNXModule.exportadditional_metadataOptional[list[tuple[str, str]]]onnx.ModelProtocst|j|Sr%)r& _add_metadatar )rr/r(rr add_metadataGszONNXModule.add_metadata)NNNNN)r r rrrrrrrrrrrr)NN)rr"rr#rr$)r*r+r,rrrr%)r/r0rr1) __name__ __module__ __qualname____doc__r!rr.r3 __classcell__rrr(r r s  model_namer rcCst|S)aLoad an ONNX model from either a file path or HuggingFace. The loaded model is an ONNXModule object, of which you may run the model with the `__call__` method, with less boilerplate. Args: model_name: The name of the model to load. For Hugging Face-hosted models, use the format 'hf://model_name'. Valid `model_name` can be found on https://huggingface.co/kornia/ONNX_models. Or a URL to the ONNX model. )r )r9rrr r Ks N)r9r rr ) __future__rtypingrrrkornia.core.externalrrortkornia.core.mixin.onnxrr __all__r r rrrr s   .