August 2022
Beginner to intermediate
464 pages
10h 42m
Korean
Content preview from 개발자를 위한 머신러닝&딥러닝
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425
19
장
텐서플로 서빙으로 배포하기
serving-apt/tensorflow-serving.release.pub.gpg | sudo apt-key add -
그다음
apt
-
get
을 업데이트합니다.
apt-get update
업데이트가 완료되면 모델 서버를 설치합니다.
apt-get install tensorflow-model-server
다음 명령으로 최신 버전을 설치했는지 확인할 수 있습니다.
apt-get upgrade tensorflow-model-server
이제 패키지를 사용할 준비를 마쳤습니다.
19.3
모델 구축과 배포
이 절에서는 모델을 만들어 배포 준비를 하고 텐서플로 서빙으로 배포해 추론을 실행하는 전체
과정을 둘러보겠습니다. 이 책에서 계속 보아왔던 두 숫자 사이의 관계를 예측하는 간단한 모
델을 사용합니다.
xs = np.array([-1.0, 0.0, 1.0, 2.0, 3.0, 4.0], dtype=float)
ys = np.array([-3.0, -1.0, 1.0, 3.0, 5.0, 7.0], dtype=float)
model = tf.keras.Sequential([tf.keras.layers.Dense(units=1, input_shape=[1])])
model.compile(optimizer='sgd', loss='mean_squared_error' ...
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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.