October 2021
Beginner to intermediate
416 pages
9h 3m
Korean
Content preview from 살아 움직이는 머신러닝 파이프라인 설계: 텐서플로와 함께하는 머신러닝 프로젝트 자동화
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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.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.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.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.
202
살아 움직이는 머신러닝 파이프라인 설계
설치 후에는 저장된 모델
CLI
명령줄 (
saved
_
model
_
cli
)을 통해 유용한 도구를 사용할 수 있
습니다. 이 도구는 다음과 같은 일을 하죠.
●
내보낸 모델의 서명 검사
이 피처는 주로 모델을 직접 내보내지 않고 모델 그래프의 입력 및 출력에 대해 알아보려 할 때 유용합
니다.
●
내보낸 모델 테스트
CLI
도구를 사용하면 텐서플로 서빙으로 모델을 배포하지 않고도 모델을 유추할 수 있습니다. 이 피처
는 모델 입력 데이터를 테스트할 때 매우 유용합니다.
다음 두 절에서는 두 가지 사용 사례를 다룹니다.
8.7.1
모델 검사
saved
_
model
_
cli
를 사용하면 원래 그래프 코드를 검사하지 않고도 모델 종속성을 이해할 수
있습니다.
사용할 수 있는 태그 집합
18
을 모른다면 다음을 사용하여 모델을 검사할 수 있습니다.
$ saved_model_cli show --dir saved_models/
The given SavedModel contains the following tag-sets:
serve
모델에 다양한 환경 (예:
CPU
또는
GPU
추론 그래프 )에 대한 서로 다른 그래프가 포함된다
면 태그가 여러 개 표시됩니다. 모델에 여러 태그가 포함된다면 모델의 세부 정보를 검사할 태
그를 지정해야 ...
Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Read now
Unlock full access
More than 5,000 organizations count on O’Reilly
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.