October 2021
Beginner to intermediate
416 pages
9h 3m
Korean
Content preview from 살아 움직이는 머신러닝 파이프라인 설계: 텐서플로와 함께하는 머신러닝 프로젝트 자동화
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212
살아 움직이는 머신러닝 파이프라인 설계
versions:
1556250435
versions:
1556251435
}
}
version_labels
{
key:
‘stable’
value:
1556250435
}
version_labels
{
key:
‘testing’
value:
1556251435
}
...
모델 버전이 구성되면 해당 버전의 엔드포인트를 사용하여 모델
A
/
B
테스트를 실행할 수 있습
니다. 이런 모델 버전을 추론하는 방법에 관심이 있으시다면
8
.
12
절 ‘텐서플로 서빙을 사용한
A
/
B
모델 테스트’를 살펴보기 바랍니다. 텐서플로 서빙
2
.
3
부터는 기존 텐서플로 서빙의
gRPC
피처
외에
REST
엔드포인트에서도
version
_
label
기능을 사용할 수 있습니다.
8.10
REST
대
gRPC
8
.
9
.
1
‘단일 모델 구성’에서는 텐서플로 서빙에서
REST
와
gRPC
의 두 가지
API
유형을 지원
하는 방법을 알아봤습니다. 두 프로토콜 모두 장단점이 있습니다. 이런 엔드포인트와 통신하는
방법을 살펴보기 전에 두 프로토콜부터 소개하겠습니다.
8.10.1
REST
REST
는 오늘날 웹 서비스에서 사용하는 통신 ‘프로토콜’입니다. 이는 공식적인 프로토콜이 아
니라, 클라이언트가 웹 서비스와 통신하는 방법을 정의하는 통신 스타일입니다.
REST ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
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.