# ONNX 런타임

[ONNX Runtime(ORT)](https://onnxruntime.ai/docs/#welcome-to-onnx-runtime) 은 크로스 플랫폼 머신 러닝 모델 가속기로, 실행 제공자(Execution Provider, EP)라는 하드웨어별 라이브러리를 통합하는 유연한 인터페이스를 제공합니다. Snapdragon X 플랫폼은 NPU, GPU, CPU 및 ORT CPU EP용 QNN-EP를 사용하여 가속화를 지원합니다.

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다음은 이후 단계에 대한 세부 정보를 제공하는 리소스입니다.

설정

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [환경 설정](https://onnxruntime.ai/docs/install/)

추론 실행

![arrow-right](data:image/png;base64,UklGRpwAAABXRUJQVlA4TJAAAAAvF8AFEH+goG0bxqU4/kwuDQNp22T7Hd2/tito24Zxx5/keDw1kaw6pAoFSMK/iB/qXPECxHNdR35a5LyfAAqFBeA/Hm9S6E2CUWxbbf5gABvsO2yRgABSJERZJERCJMRBb/sM1UBE/xWmbcM46e4lUEfjF2LpUYCVX6HiHS5YDP3Jhgk/hl+K1nlAASYCVQQ=) [CPU EP](https://docs.qualcomm.com/doc/80-62010-1KO/topic/ort-cpu-ep.html#ort-cpu-ep)

![arrow-right](data:image/png;base64,UklGRpwAAABXRUJQVlA4TJAAAAAvF8AFEH+goG0bxqU4/kwuDQNp22T7Hd2/tito24Zxx5/keDw1kaw6pAoFSMK/iB/qXPECxHNdR35a5LyfAAqFBeA/Hm9S6E2CUWxbbf5gABvsO2yRgABSJERZJERCJMRBb/sM1UBE/xWmbcM46e4lUEfjF2LpUYCVX6HiHS5YDP3Jhgk/hl+K1nlAASYCVQQ=) [QNN EP](https://docs.qualcomm.com/doc/80-62010-1KO/topic/ort-qnn-ep.html#ort-qnn-ep)

사용자 지정

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [자체 모델(CPU)](https://onnxruntime.ai/docs/execution-providers/)

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [자체 모델(QNN)](https://onnxruntime.ai/docs/execution-providers/QNN-ExecutionProvider.html)

API 참조

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [Python](https://onnxruntime.ai/docs/api/python/index.html)

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [C++](https://onnxruntime.ai/docs/api/c/)

모델 통합

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [애플리케이션 통합 C/C++](https://github.com/microsoft/onnxruntime-inference-examples/tree/main/c_cxx/MNIST)

![arrow-upper-right](data:image/png;base64,UklGRpIAAABXRUJQVlA4TIUAAAAvF8AFEG+goG0bxqU4/kwuDTJpm1wzNP/aqqBtG8Ydf5Lj8dREkqQciThp5z/4kBkrADzWW9M4RHg8fH6+XNRwRHplYBPZtpM7v08qvoFPhg4J1AjBGiqyoXSqLyCi/0KCRANflNNDSimNWNL/raTmKZF3Im0ilUglUgn8F5ooaDFPqzJaAA==) [Whisper Python 애플리케이션](https://github.com/quic/ai-hub-apps/tree/main/apps/windows/python/Whisper)

추가 정보

> 
> 
> ![arrow-right](data:image/png;base64,UklGRpwAAABXRUJQVlA4TJAAAAAvF8AFEH+goG0bxqU4/kwuDQNp22T7Hd2/tito24Zxx5/keDw1kaw6pAoFSMK/iB/qXPECxHNdR35a5LyfAAqFBeA/Hm9S6E2CUWxbbf5gABvsO2yRgABSJERZJERCJMRBb/sM1UBE/xWmbcM46e4lUEfjF2LpUYCVX6HiHS5YDP3Jhgk/hl+K1nlAASYCVQQ=) [허깅 페이스 옵티멈 + ONNX-RT](https://docs.qualcomm.com/doc/80-62010-1KO/topic/hf-optimum-ort.html#hf-optimum-ort)

Last Published: Jan 13, 2026

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