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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338
살아 움직이는 머신러닝 파이프라인 설계
12.3.2
TFX
파이프라인 설정
TFX
파이프라인의 구성은 앞서 살펴본
KubeflowDagRunner
구성과 매우 유사합니다. 실제
로
12
.
2
.
1
‘파이프라인 설정’에서 설명한 대로 필수 파이썬 모듈 및 학습 데이터를 사용하여 영
구 볼륨을 마운트하면
AI
플랫폼 파이프라인에서
TFX
파이프라인을 실행할 수 있습니다.
다음 절에서는 워크플로를 단순화하거나(예: 구글 스토리지 버킷에서 데이터 로드) 쿠버네티
스 클러스터를 넘어 파이프라인을 확장하는 데 도움이 되는(예:
AI
플랫폼 작업으로 머신러닝
모델 학습하기 ) 초기 쿠브플로 파이프라인 설정에 관한 몇 가지 변경 사항을 살펴보겠습니다.
클라우드 스토리지 버킷을 사용한 데이터 교환
12
.
2
.
1
‘파이프라인 설정’에서는 쿠버네티스 클러스터에 마운트된 영구 볼륨에서 파이프라인
실행에 필요한 데이터 및 파이썬 모듈을 로드할 수 있다는 점을 살펴봤습니다. 구글 클라우드
생태계 내에서 파이프라인을 실행한다면 구글 클라우드 스토리지 버킷에서 데이터를 로드할
수도 있습니다. 이렇게 하면 워크플로가 간소화되어
GCP
웹 인터페이스나
gcloud
SDK
로 파
일을 업로드하고 검토할 수 있습니다.
버킷 경로는 다음 코드 조각처럼 디스크의 파일 경로와 같은 방식으로 제공할 ...
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and much more.
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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.