docker下安装tensorflow

一,查找镜像

root@xushi:~# docker search tensorflow
NAME                                       DESCRIPTION                                     STARS     OFFICIAL   AUTOMATED
tensorflow/tensorflow                      Official docker images for deep learning f...
jupyter/tensorflow-notebook                Jupyter Notebook Scientific Python Stack w...
xblaster/tensorflow-jupyter                Dockerized Jupyter with tensorflow                                 [OK]
romilly/rpi-docker-tensorflow              Tensorflow and Jupyter running in docker c...
floydhub/tensorflow                        tensorflow                                                          [OK]
erroneousboat/tensorflow-python3-jupyter   Docker container with python  version of ...                       [OK]
bitnami/tensorflow-serving                 Bitnami Docker Image for TensorFlow Serving                         [OK]
tensorflow/tf_grpc_server                  Server for TensorFlow GRPC Distributed Run...
mochin/tensorflow-serving                  tensorflow-serving                                                  [OK]
opensciencegrid/tensorflow-gpu             TensorFlow GPU set up for OSG
tensorflow/tf_grpc_test_server             Testing server for GRPC-based distributed ...
hytssk/tensorflow                          tensorflow image with matplotlib.pyplot.im...                       [OK]
eboraas/tensorflow                         TensorFlow with Jupyter Notebook, includin...                       [OK]
bitnami/tensorflow-inception               Bitnami Docker Image for TensorFlow Inception                       [OK]
eywalker/tensorflow                        Docker image for TensorFlow ready environm...
eywalker/tensorflow-jupyter                TensorFlow images designed to launch Jupyt...
abhishek404/tensorflow-gpu                 Tensorflow GPU image
mikebirdgeneau/r-tensorflow                RStudio and Tensorflow                                              [OK]
opensciencegrid/tensorflow                 TensorFlow image with some OSG additions
davidchiu/tensorflow09                     tensorflow09 with GPU support
djpetti/rpinets-tensorflow                 Tensorflow container that is ready to be u...                       [OK]
aretelabs/tensorflow
fluxcapacitor/prediction-tensorflow
mediadesignpractices/tensorflow            Tensorflow w/ CUDA (GPU) + extras                                   [OK]
lab41/tensorflow-notebook                                                                                      

二,下载tensorflow镜像

docker pull tensorflow/tensorflow使用的是默认docker.io的镜像,很慢,改成daocloud.io的镜像

root@xushi:~# docker pull daocloud.io/daocloud/tensorflow
Using default tag: latest
latest: Pulling from daocloud/tensorflow
1be7f2b886e8: Pull complete
6fbc4a21b806: Pull complete
c71a6f8e1378: Pull complete
4be3072e5a37: Pull complete
06c6d2f59700: Pull complete
20a601a42386: Pull complete
d8967df06d5c: Pull complete
adbe4dda11a0: Pull complete
eeb8b3ca49ee: Pull complete
ab96b2cecaaa: Pull complete
e61c2ef48dde: Pull complete
50042b70c2f5: Pull complete
Digest: sha256:188bcda72801c3b756d483e3110a994567f7e3d5f197860279ae68cd2a94f97c
Status: Downloaded newer image for daocloud.io/daocloud/tensorflow:latest

三,查看本地镜像

root@xushi:~# docker images
REPOSITORY                        TAG                 IMAGE ID            CREATED             SIZE
mysql                             latest              5195076672a7         days ago          MB
daocloud.io/daocloud/tensorflow   latest              414b6e39764a         weeks ago         1.27 GB

四,创建并启动容器

docker run -it --name tensorflow01 -v /root/docker/tensorflow/data/notebooks:/notebooks -p : -d 414b6e39764a

五,终端进入docker,并查看notebooks的token

root@xushi:~# docker exec -it tensorflow01 bash
root@9fd3c485a723:/notebooks# jupyter notebook list
Currently running servers:
http://localhost:8888/?token=e0b376d081c919423f5818695f531d4d7e7dfa5523a5049e :: /notebooks

六,在浏览器钟查看notebooks

复制上述地址并把8888端口改成6540,然后在浏览器中打开:

http://localhost:/?token=e0b376d081c919423f5818695f531d4d7e7dfa5523a5049e