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deeplab-ver2-docker's Introduction

deeplab-ver2-docker

This repository contains a standalone dockerfile to correctly install GPU executable image for deeplab-public-ver2. The image can be built by running:

nvidia-docker build -t caffe_dl:gpu standalone/dl_gpu

The image requires a CUDA 7.5 capable driver to be installed on the system and nvidia-docker for running the Docker containers.

For more information on how to run Caffe using the docker image please refer to the Caffe guide.

For more information on capabilities of deeplab-public-ver2, please refer to the source code, or to the following paper:

@article{CP2016Deeplab,
  title={DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs},
  author={Liang-Chieh Chen and George Papandreou and Iasonas Kokkinos and Kevin Murphy and Alan L Yuille},
  journal={arXiv:1606.00915},
  year={2016}
}

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deeplab-ver2-docker's Issues

Build Error

Hi,

I am building a docker using your docker file, but I encountered an error.

Actually, I do not know docker well.

Could you please let me know what it is?

Cleaning up...
Command /usr/bin/python -c "import setuptools, tokenize;file='/tmp/pip_build_root/simplegeneric/setup.py';exec(compile(getattr(tokenize, 'open', open)(file).read().replace('\r\n', '\n'), file, 'exec'))" install --record /tmp/pip-jtoamY-record/install-record.txt --single-version-externally-managed --compile failed with error code 1 in /tmp/pip_build_root/simplegeneric
Storing debug log for failure in /root/.pip/pip.log
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
Traceback (most recent call last):
File "/usr/bin/pip", line 5, in
from pkg_resources import load_entry_point
File "/usr/local/lib/python2.7/dist-packages/pkg_resources/init.py", line 70, in
import packaging.version
ImportError: No module named packaging.version
The command '/bin/sh -c git clone -b ${CLONE_TAG} --depth 1 https://bitbucket.org/aquariusjay/deeplab-public-ver2.git . && for req in $(cat python/requirements.txt) pydot; do pip install $req; done && cp Makefile.config.example Makefile.config && make all -j8 && make pycaffe -j8' returned a non-zero code: 1
donghyun@donghyun-desktop:~/My/docker/deeplab-ver2-docker$ nvidia-docker build -t caffe_dl:gpu standalone/dl_gpunvidia-docker | 2017/02/02 13:48:11 Error: Got permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get http://%2Fvar%2Frun%2Fdocker.sock/v1.25/version: dial unix /var/run/docker.sock: connect: permission denied

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