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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190
살아 움직이는 머신러닝 파이프라인 설계
from
tfx.components
import
Pusher
from
tfx.proto
import
pusher_pb2
_serving_model_dir = “serving_model_dir”
pusher = Pusher(
model=trainer.outputs[‘model’],
model_blessing=evaluator.outputs[‘blessing’],
push_destination=pusher_pb2.PushDestination(
filesystem=pusher_pb2.PushDestination.Filesystem(
base_directory=_serving_model_dir)))
context.run(pusher)
새 모델을 서빙 디렉터리에 밀어 넣으면 텐서플로 서빙에서 새 모델을 선택할 수 있습니다. 자
세한 내용은 다음 장을 참고하세요.
7.6
요약
이번 장에서는 모델 학습을 할 때보다 모델 성능을 훨씬 더 자세히 분석하는 방법을 살펴보고,
모델 성능을 공정하게 만드는 방법을 고민하기 시작했습니다. 또한 모델 성능이 이전에 구축된
모델보다 향상되었는지 확인하는 프로세스도 살펴봤습니다. 머신러닝에 대한 설명 가능성을
소개하고 몇 가지 관련 기술을 간략하게 설명했습니다.
그러나 공정성 지표를 사용하여
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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.