August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
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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.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.
617
16
학습 과정
17
fastai
저장소에 있는 옵티마이저 관련 노트북을 읽어보고, 포함된 각 셀을 실행해보세요.
18
어떤 상황에서
Adam
과 같은 동적 학습률 방식이 가중치 감쇠의 행동을 바꾸나요?
19
학습 루프를 구성하는 네 단계는 무엇인가요?
20
수정 사항을 추가할 때 새로운 학습 루프를 만드는 방법보다 콜백을 사용하는 것이 왜 더 나은가요?
21
fastai
콜백 시스템의 구조상 코드를 복사하고 붙여 넣는 수준의 유연성을 가능하게 만드는 측면은 무엇인
가요?
22
여러분만의 콜백을 만들 때 접근할 수 있는 이벤트의 목록을 가져오는 방법은 무엇인가요?
23
책의 내용을 보지 않고
ModelResetter
콜백을 직접 작성해보세요.
24
콜백 내에서 학습 루프에 필요한 속성에 접근하는 방법은 무엇인가요? 각 속성의 축약은 언제 사용해야 하
나요?
25
학습 루프의 흐름 제어에 콜백은 어떤 영향을 주나요?
26
가능한 한 책의 내용을 보지 않고
TerminateOnNaN
콜백을 직접 작성해보세요.
27
특정 콜백을 다른 콜백보다 먼저 혹은 후에 호출하도록 하는 방법은 무엇인가요?
16.9.1
1
「
Rectified
Adam
」 논문을 찾아보세요. 옵티마이저 프레임워크로 해당 알고리즘을 구현하고 사용해보세요.
실제로 잘 작동하는 다른 최신 옵티마이저를 검색하고 구현할 옵티마이저를 선택해보세요.
2
혼합 정밀도 콜백의 공식 문서를 살펴보세요. 각 이벤트와 코드가 하려는 일을 이해해보세요.
3
학습률 발견자를 ...
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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.