July 2023
Beginner to intermediate
496 pages
11h 43m
Korean
Content preview from MLOps 실전 가이드
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405
10
장
머신러닝 상호운용성
aci_service_name = "onnx-roberta-demo"
aci_service = Model.deploy(
ws, aci_service_name,
[model],
inference_config,
aci_config
)
aci_service.wait_for_deployment(True)
우리는 지금까지 애저 파이썬
SDK
를 이용하여 애저 머신러닝 서비스에서
ONNX
의 모델을
로드하고, 모델을 사용할 수 있도록 준비한 후, 모델이 입력에 대한 예측 결과를 반환할 수 있
도록 작성하였고 최종적으로 애저에서 모델 추론을 위한 인스턴스를 세팅하여 모델을 배포했
다. 이 장에서는 세부적인 사항을 다루진 않았다. 이러한 과정을 수행할 때 다른 라이브러리를
사용하게 된다면 예제에서 일부 수정이 필요할 것이다. 애저와 같은 플랫폼에서도 모델을 학습
하고
ONNX
형식으로 모델을 저장하거나 배포하는 프로세스를 쉽게 진행할 수 있도록 지원한
다는 점을 이야기하고 싶다.
10.3
애플의 애플의
CoreCore
MLML
과 과
ONNXONNX
이 책의
5
장에서 소개했던 애플의 머신러닝 프레임워크
Core
ML
의 모델 형식도
ONNX
형식
으로 상호 변환할 수 있다. 현재
coremltools
는
ONNX
opset
는 버전
15
이상을 지원하고 ...
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I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.