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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264
살아 움직이는 머신러닝 파이프라인 설계
instance_name=’production_model’)
evaluator_trial_model = Evaluator(
examples=example_gen.outputs[‘examples’],
model=trainer_trial_model.outputs[‘model’],
eval_config=eval_config_trial_model,
instance_name=’trial_model’)
...
이 절에서 살펴본 바와 같이,
TFX
를 사용하여 상당히 복잡한 파이프라인 시나리오를 조립할
수 있습니다. 다음 절에서는
TFLite
를 사용하여 모바일 배포용 모델을 내보내기 위한 학습 설
정을 수정하는 방법을 설명합니다.
10.1.2
TFLite
모델 내보내기
모바일 구현은 머신러닝 모델에서 중요한 플랫폼이 되었습니다. 머신러닝 파이프라인은 모바일
을 위한 일관된 배포를 지원합니다. 모델 서버(예:
8
장에서 설명한 텐서플로 서빙 )로의 배포와
비교해서 모바일 배포에 필요한 변경 사항은 거의 없습니다. 이를 통해 모바일 및 서버 모델을
지속해서 업데이트하고 모델 소비자가 서로 다른 기기에서 일관된 경험을 할 수 있습니다.
NOTE
_
TFLite
제한 사항
모바일과 에지 장치의 하드웨어 제한 때문에
TFLite
는 모든 텐서플로 ...
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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.