August 2021
Beginner to intermediate
720 pages
15h 32m
Korean
Content preview from fastai와 파이토치가 만나 꽃피운 딥러닝
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131
2
모델에서 제품까지
인프라의 구축(무서운 부분)까지를 포함합니다. 증가하는 트래픽 요청에 맞춰 계산을 처리하는 기계의 수를 자
동으로 늘리고, 대규모 입력 및 출력을 안정적으로 저장하는 스토리지를 확보하며, 처리 과정을 피드백해주는
알림 등을 모두 신경 써야 하죠. 요즘 애플은 기기에서 효율적으로 구동되도록 모델을 변환하는
API
를 제공합
니다. 또한
iOS
기기 대다수는 머신러닝에 특화된 하드웨어를 탑재한다는 점도 새로 만들 모델의 배포 전략에
함께 고려해야 합니다. 그렇다고 해도 여전히 쉬운 작업은 아니지만, 더 빠른 사용자 경험을 제공하면서 서버
와 관련한 걱정거리를 덜 수 있다는 점에서 좋습니다. 가장 적합한 방법은 여러분이 만들려는 사용자 경험, 구
현의 복잡성 등 현실적인 상황에 따라 다릅니다. 즉, 서버를 잘 다룬다면 서버를 활용하고, 모바일 앱을 잘 구
축한다면 모바일 앱에 모델을 심으면 됩니다. 목적지까지 가는 길은 여러 가지입니다.
이런 이유로 되도록
CPU
기반의 서버를 사용하기를 권장합니다. 여러분이 만든 애플리케이션
이 성공을 거두어 수요가 증가한다면, 이때 더 복잡한 배포 방식에 투자하면 됩니다.
축하합니다. 성공적으로 딥러닝 모델을 만들어 배포했습니다! 이제는 잠시 진행을 멈추고 어떤
문제가 발생할 수 있을지 고민해보기에 ...
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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.