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https://github.com/pottava/docker-dl-framework
Lightweight docker images of TesorFlow, Mxnet and so on
https://github.com/pottava/docker-dl-framework
docker-image ipython jupyter-notebook lightweight mxnet tensorflow
Last synced: 24 days ago
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Lightweight docker images of TesorFlow, Mxnet and so on
- Host: GitHub
- URL: https://github.com/pottava/docker-dl-framework
- Owner: pottava
- Created: 2017-01-09T01:16:39.000Z (about 8 years ago)
- Default Branch: master
- Last Pushed: 2018-05-23T15:18:36.000Z (over 6 years ago)
- Last Synced: 2024-11-05T10:48:06.743Z (3 months ago)
- Topics: docker-image, ipython, jupyter-notebook, lightweight, mxnet, tensorflow
- Language: Python
- Homepage: https://hub.docker.com/r/pottava/mxnet/tags/
- Size: 71.3 KB
- Stars: 3
- Watchers: 0
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
DeepLearning frameworks
---
## MXNet
### Images
https://hub.docker.com/r/pottava/mxnet/
### Available Tags
https://hub.docker.com/r/pottava/mxnet/tags/
### Supported tags and respective `Dockerfile` links
・latest ([mxnet/versions/1.0/Dockerfile](https://github.com/pottava/docker-dl-framework/blob/master/mxnet/versions/1.0/Dockerfile))
・1.0 ([mxnet/versions/1.0/Dockerfile](https://github.com/pottava/docker-dl-framework/blob/master/mxnet/versions/1.0/Dockerfile))
・1.0-note ([mxnet/versions/1.0/Dockerfile](https://github.com/pottava/docker-dl-framework/blob/master/mxnet/jupyter/versions/1.0/Dockerfile))
### Usage
Using the Python default interpreter:
```
$ docker run --rm -it pottava/mxnet:1.0
Python 2.7.13 (default, Nov 24 2017, 17:33:09)
[GCC 6.3.0 20170516] on linux2
Type "help", "copyright", "credits" or "license" for more information.
>>>
>>> import mxnet
>>> print(mxnet.__version__)
1.0.0
```
With iPython:
```
$ docker run --rm -it pottava/mxnet:1.0-note ipython
```
With Jupyter notebook:
```
$ docker run --rm -it -p 80:8888 pottava/mxnet:1.0-note
```
## TensorFlow
### Images
https://hub.docker.com/r/pottava/tensorflow/
### Available Tags
https://hub.docker.com/r/pottava/tensorflow/tags/
### Supported tags and respective `Dockerfile` links
・latest ([tensorflow/versions/1.4/Dockerfile](https://github.com/pottava/docker-dl-framework/blob/master/tensorflow/versions/1.4/Dockerfile))
・1.4 ([tensorflow/versions/1.4/Dockerfile](https://github.com/pottava/docker-dl-framework/blob/master/tensorflow/versions/1.4/Dockerfile))
・1.4-note ([tensorflow/jupyter/versions/1.4/Dockerfile](https://github.com/pottava/docker-dl-framework/blob/master/tensorflow/jupyter/versions/1.4/Dockerfile))
### Usage
Using the Python default interpreter:
```
$ docker run --rm -it pottava/tensorflow:1.4
Python 3.5.2 |Continuum Analytics, Inc.| (default, Jul 2 2016, 17:53:06)
[GCC 4.4.7 20120313 (Red Hat 4.4.7-1)] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>>
>>> import tensorflow
>>> print(tensorflow.__version__)
1.4.1
```
With iPython:
```
$ docker run --rm -it pottava/tensorflow:note ipython
```
With Jupyter notebook:
```
$ docker run --rm -it -p 80:8888 pottava/tensorflow:note
```
## Keras
### Supported tags and respective `Dockerfile` links
・latest ([tensorflow/keras/versions/2.1/Dockerfile](https://github.com/pottava/docker-dl-framework/blob/master/tensorflow/keras/versions/2.1/Dockerfile))
・2.1 ([tensorflow/keras/versions/2.1/Dockerfile](https://github.com/pottava/docker-dl-framework/blob/master/tensorflow/keras/versions/2.1/Dockerfile))
・2.1-tensorflow1.4 ([tensorflow/keras/versions/2.1-tf1.4/Dockerfile](https://github.com/pottava/docker-dl-framework/blob/master/tensorflow/keras/versions/2.1-tf1.4/Dockerfile))
### Usage
```
$ docker run --rm -it pottava/keras ipython
Python 3.6.0 |Continuum Analytics, Inc.| (default, Dec 23 2016, 12:22:00)
Type 'copyright', 'credits' or 'license' for more information
IPython 6.0.0 -- An enhanced Interactive Python. Type '?' for help.
In [1]: import tensorflow
In [2]: print(tensorflow.__version__)
1.1.0
```
With Jupyter notebook:
```
$ docker run --rm -it -p 80:8888 pottava/keras
```