October 2021
Beginner to intermediate
416 pages
9h 3m
Korean
Content preview from 살아 움직이는 머신러닝 파이프라인 설계: 텐서플로와 함께하는 머신러닝 프로젝트 자동화
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251
9
장
텐서플로 서비스를 사용한 고급 모델 배포
모델을 내보낼 때
TFLite
에서 지원하지 않는 텐서플로 작업이 모델에 포함된다면 변환 단계가
실패하고 오류 메시지가 표시됩니다. 변환 프로세스에 사용할 수 있도록 선택한 텐서플로 작업
의 추가 기능을 활성화할 수 있습니다. 그러나 이렇게 하면
TFLite
모델의 크기가 약
30MB
증
가합니다. 다음 코드 조각은 컨버터가 실행되기 전에 추가 텐서플로 작업을 활성화하는 방법을
보여 줍니다.
...
converter.target_spec.supported_ops = [tf.lite.OpsSet.TFLITE_BUILTINS,
tf.lite.OpsSet.SELECT_TF_OPS]
tflite_model = converter.convert()
...
지원되지 않는 텐서플로 작업 때문에 모델 변환이 실패할 때는 텐서플로 커뮤니티의 지원을 받
을 수 있습니다. 커뮤니티에서는
TFLite
가 지원하는 내장 기능의 수를 적극적으로 늘리고 있으
며, 향후
TFLite
에 포함할 운영에 대한 제안을 환영합니다. 추가하고 싶은 텐서플로 내장 기능
은
TFLite
내장 기능 요청 양식 (
https
://
oreil
.
ly
/
rPUqr
)으로 제안할 수 있습니다.
9.4.2
텐서플로 서빙으로
TFLite
모델 제공하기
최신 텐서플로 서빙 버전은 큰 ...
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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.