May 2020
Beginner to intermediate
952 pages
24h 11m
Korean
Content preview from 핸즈온 머신러닝(2판): 사이킷런, 케라스, 텐서플로 2를 활용한 머신러닝, 딥러닝 완벽 실무
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799
19
장
대규모 텐서플로 모델 훈련과 배포
8.
이제
AI
플랫폼에 모델이 준비되었으므로 모델 버전을 만들어야 합니다. 모델 리스트
에서 방금 전 만든 모델을 클릭한 다음 ‘버전 만들기’을 클릭하고 버전 상세 정보를 입력
합니다 (그림
19
-
6
). 이름, 설명,
Python
버전 (
3
.
5
또는 그 이상), 프레임워크 (텐서
플로 ), 프레임워크 버전 (가능하면
2
.
0
또는
1
.
13
)
9
,
ML
런타임 버전(가능하면
2
.
0
또
는
1
.
13
), 머신 종류(여기서는 ‘단일 코어
CPU
’를 선택합니다 ),
GCS
에 있는 모델 경로
(실제 버전 폴더까지 전체 경로, 예를 들면
gs
://
my
-
mnist
-
model
-
bucket
/
my
_
mnist
_
model
/
0002
/
), 확장 (‘자동 확장’을 선택합니다 ), 항상 실행될
TF
서빙 컨테이너의 최소
개수 (이 필드는 비워둡니다 )입니다. 그다음 ‘저장’을 클릭합니다.
4.
그림
19-6
구글 클라우드 플랫폼에 새로운 모델 버전 만들기
축하합니다. 처음으로 클라우드에 모델을 배포했습니다! ‘자동 확장’을 선택했기 때문에 초당
쿼리 수가 늘어나면
AI
플랫폼이
TF
서빙 컨테이너를 더 많이 실행하고 쿼리를 로드 밸런싱할
9
이 글을 쓰는 시점에 텐서플로 버전
2
는 아직
AI
플랫폼에서 제공되지 않습니다. 하지만 괜찮습니다. ...
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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.