ubuntu20, python3.7, tensorflow2

탠서플로 api 만들어보자

 

개발환경

python3.7, tensorflow2

 

우분투 빈껍대기 컨테이너 생성

docker run -i -t -d -p  5000:5000 --name python -v /Users/doo/imagesearch:/imagesearch/tf_api ubuntu:latest /bin/bash

 

접속

docker exec -it python /bin/bash

 

이것저것 설치

apt update 

apt install -y  software-properties-common 

add-apt-repository ppa:deadsnakes/ppa 

apt update 

apt install -y  python3.7

apt update 

apt install -y  software-properties-common 

add-apt-repository ppa:deadsnakes/ppa 

apt update 

apt install -y  python3.7

 

[vim 설치]

apt install -y vim

 

[alias 설정]

cd

vi .bash_aliases

 

alias python=python3.7

alias pip=pip3

[일단 설치해보자]

apt install -y python3-pip

apt install python3.7-venv

python -m venv venv

source venv/bin/activate  이게 venv 실행

 

이제 pip --version 을 입력해본다.

$ pip --version

$ pip 10.0.1 from /home/ubuntu/streamer/venv/lib/python3.7/site-packages/pip (python 3.7)

 

 python 3.7 

[git 설치]

apt-get install -y git

 

[git clone]

 

cd /python

git clone https://github.com/900gle/프로젝트.깃

 

[삽질]

ModuleNotFoundError: No module named 'tensorflow'

 

pip install --upgrade tensorflow

 

[이거 좀 중요하던데.. 기억이 가물]

$ sudo apt update

$ sudo apt install nvidia-cuda-toolkit

https://linuxconfig.org/how-to-install-cuda-on-ubuntu-20-04-focal-fossa-linux

 

 

python

import tensorflow as tf

print(tf.__version__)

ModuleNotFoundError: No module named 'tensorflow_hub'

 

pip install --upgrade tensorflow_hub

ModuleNotFoundError: No module named 'flask'

 

pip install flask

ModuleNotFoundError: No module named 'flask_restful'

pip install flask-restful

 

 

host 0.0.0.0 으로 해야 외부에서 접속 가능