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pythondockertheanonvidiajupyter-notebook

Nvidia Theano docker image not available

Trying to run docker command : 

nvidia-docker run -d -p 8888:8888  -e PASSWORD="123abcChangeThis" theano_secure start-notebook.sh
# Then open your browser at http://HOST:8888

taken from https://github.com/nouiz/Theano-Docker

returns error : 

Error: image library/theano_secure:latest not found

Appears the theano_secure image is not currently available ?

Searching for theano_secure : 

$ nvidia-docker search theano_secure:latest
NAME      DESCRIPTION   STARS     OFFICIAL   AUTOMATED

The return of this command is empty so image is not available ? If so is there an alternative Theano docker image from nvidia ?

Update :

building from source :

docker build -t theano_secure -f  Dockerfile.0.8.X.jupyter.cuda.secure .

returns :

Err http://developer.download.nvidia.com  Release.gpg
  Unable to connect to developer.download.nvidia.com:http: [IP: 184.24.98.231 80]

and : 

W: Failed to fetch http://archive.ubuntu.com/ubuntu/dists/trusty/InRelease

Manually checking URL's : http://developer.download.nvidia.com & http://archive.ubuntu.com/ubuntu/dists/trusty/InRelease are both not available. Should I build with alternative docker file ?

Update 2 :

I think this error is occurring as http://archive.ubuntu.com/ubuntu/dists/trusty/InRelease does not exist. However http://archive.ubuntu.com/ubuntu/dists/trusty/Release does exist.

Can docker be modified to use http://archive.ubuntu.com/ubuntu/dists/trusty/Release instead of http://archive.ubuntu.com/ubuntu/dists/trusty/InRelease ?

OS version : 

lsb_release -a

No LSB modules are available.
Distributor ID: Ubuntu
Description:    Ubuntu 14.04.4 LTS
Release:    14.04
Codename:   trusty

Update 3 :

"you are supposed to docker build first", before nvidia-docker run" I did try 

docker build -t theano_secure -f  Dockerfile.0.8.X.jupyter.cuda.secure .

which returns :

Err http://developer.download.nvidia.com  Release.gpg Unable to connect to developer.download.nvidia.com:http: [IP: 184.24.98.231 80]

I can pull image docker pull kaixhin/theano but this does not run via Jupyter notebook in same way as nvidia-docker run -it -p 8888:8888 tensorflow/tensorflow:latest-gpu documented at https://hub.docker.com/r/tensorflow/tensorflow/ . There does not appear to be a docker Jupyter Theano container available.

How to expose the docker instance kaixhin/theano via Jupyter notebook ?

I tried : nvidia-docker run -d -p 8893:8893 -v --name theano2 kaixhin/theano start-notebook.sh but receive error : 

    docker: Error response from daemon: invalid header field value "oci runtime error: container_linux.go:247: 
starting container process caused \"exec: \\\"start-notebook.sh\\\": executable file not found in $PATH\"\n".

Modification of kaixhin/theano docker container in order expose it via Jupyter notebook ?

Solution 
  • Error: image library/theano_secure:latest not found

    Because theano_secure doesn't like ubuntu,centos, it is not official repository on docker hub, so you need to build it by yourself.

    Err http://developer.download.nvidia.com  Release.gpg Unable to connect to developer.download.nvidia.com:http: [IP: 184.24.98.231 80]

    Please check your internet connection first, telnet 184.24.98.231 80.

    Maybe you are in a limited network place, try behind a proxy to do this again. You may want take a look about how to build image behind a proxy.