Nvidia Theano docker image not available

Question

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 ?

Answer 1

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.

Answer 2

From what I understand of the nouiz/Theano-Docker README, you are supposed to docker build first, before nvidia-docker run.

But since the build is tricky, I would try instead docker pull kaixhin/theano (from kaixhin/cuda-theano/), much more recent (3 days ago), which is based on theano Dockerfile.

That image does rely on CUDAand needs to be run on an Ubuntu host OS with NVIDIA Docker installed. The driver requirements can be found on the NVIDIA Docker wiki.