January 2024
Beginner to intermediate
292 pages
6h 42m
Korean
Content preview from 러닝 레이
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256
러닝 레이
RLlib
을
AIR
와 같이 사용할 수는 있으나, 아직 이 통합은 초기단계입니다. 예를 들어
RLlib
을
AIR
트레이너와 통합하기 위해 표준
RLLib
알고리즘에 필요한 모든 인자를 전달하는
RLTrainer
를 사용합니다. 훈련을 마치면 다른
AIR
Trainer
와 마찬가지로 결과 강화학습 모
델을
AIR
체크포인트에 저장할 수도 있습니다. 훈련한 모델을 배포하기 위해서 체크포인트를
RLPredictor
클래스와 함께 전달해 서브의
PredictorDeployment
클래스도 사용 가능합니
다. 이
API
는 변경 가능성이 있으니
AIR
문서(
https
://
oreil
.
ly
/
gB
-
wg
)를 지속적으로 참
조해 작동 방식에 대한 예시를 살펴보기 바랍니다.
10.3
AIR
에 적합한 워크로드
AIR
에 대한 예시와 기본 개념을 살펴봤습니다. 이번에는 범위를 살짝 축소해 어떤 종류의 워
크로드를 실행할 수 있는지 논의해보죠. 물론 모두 책 전체에서 이미 다룬 워크로드지만, 체계
적으로 요약하겠습니다. 이름에서 알 수 있듯,
AIR
는
AI
프로젝트에서 필요한 일반적인 작업
을 처리하기 위해 만들어졌고, 작업은 다음과 같이 분류합니다.
| 상태 비저장 연산 |
데이터 전처리나 데이터 배치 예측 같은 작업은 상태 비저장 연산
stateless
computation
입니다. ...
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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.