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Bitnami Bot 62239ccb0e 1.9.1-debian-10-r5 release 2022-05-25 02:19:15 +00:00
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README.md 1.9.1-debian-10-r5 release 2022-05-25 02:19:15 +00:00
docker-compose.yml
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README.md

Apache MXNet (Incubating) packaged by Bitnami

What is Apache MXNet (Incubating)?

Apache MXNet (Incubating) is a flexible and efficient library for deep learning designed to work as a neural network. Bitnami image ships OpenBLAS as math library.

Overview of Apache MXNet (Incubating)

Trademarks: This software listing is packaged by Bitnami. The respective trademarks mentioned in the offering are owned by the respective companies, and use of them does not imply any affiliation or endorsement.

TL;DR

$ docker run -it --name mxnet bitnami/mxnet

Docker Compose

$ curl -sSL https://raw.githubusercontent.com/bitnami/bitnami-docker-mxnet/master/docker-compose.yml > docker-compose.yml
$ docker-compose up -d

Why use Bitnami Images?

  • Bitnami closely tracks upstream source changes and promptly publishes new versions of this image using our automated systems.
  • With Bitnami images the latest bug fixes and features are available as soon as possible.
  • Bitnami containers, virtual machines and cloud images use the same components and configuration approach - making it easy to switch between formats based on your project needs.
  • All our images are based on minideb a minimalist Debian based container image which gives you a small base container image and the familiarity of a leading Linux distribution.
  • All Bitnami images available in Docker Hub are signed with Docker Content Trust (DCT). You can use DOCKER_CONTENT_TRUST=1 to verify the integrity of the images.
  • Bitnami container images are released daily with the latest distribution packages available.

Why use a non-root container?

Non-root container images add an extra layer of security and are generally recommended for production environments. However, because they run as a non-root user, privileged tasks are typically off-limits. Learn more about non-root containers in our docs.

Supported tags and respective Dockerfile links

Learn more about the Bitnami tagging policy and the difference between rolling tags and immutable tags in our documentation page.

Subscribe to project updates by watching the bitnami/mxnet GitHub repo.

Get this image

The recommended way to get the Bitnami Apache MXNet (Incubating) Docker Image is to pull the prebuilt image from the Docker Hub Registry.

$ docker pull bitnami/mxnet:latest

To use a specific version, you can pull a versioned tag. You can view the list of available versions in the Docker Hub Registry.

$ docker pull bitnami/mxnet:[TAG]

If you wish, you can also build the image yourself.

$ docker build -t bitnami/mxnet 'https://github.com/bitnami/bitnami-docker-mxnet.git#master:1/debian-10'

Entering the REPL

By default, running this image will drop you into the Python REPL, where you can interactively test and try things out with mxnet in Python.

$ docker run -it --name mxnet bitnami/mxnet

Configuration

Running your Apache MXNet (Incubating) app

The default work directory for the mxnet image is /app. You can mount a folder from your host here that includes your mxnet script, and run it normally using the python command.

$ docker run -it --name mxnet -v /path/to/app:/app bitnami/mxnet \
  python script.py

Running an Apache MXNet (Incubating) app with package dependencies

If your mxnet app has a requirements.txt defining your app's dependencies, you can install the dependencies before running your app.

$ docker run -it --name mxnet -v /path/to/app:/app bitnami/mxnet \
  sh -c "pip install -y --file requirements.txt && python script.py"

Maintenance

Upgrade this image

Bitnami provides up-to-date versions of Apache MXNet (Incubating), including security patches, soon after they are made upstream. We recommend that you follow these steps to upgrade your container.

Step 1: Get the updated image

$ docker pull bitnami/mxnet:latest

or if you're using Docker Compose, update the value of the image property to bitnami/mxnet:latest.

Step 2: Remove the currently running container

$ docker rm -v mxnet

or using Docker Compose:

$ docker-compose rm -v mxnet

Step 3: Run the new image

Re-create your container from the new image.

$ docker run --name mxnet bitnami/mxnet:latest

or using Docker Compose:

$ docker-compose up mxnet

Contributing

We'd love for you to contribute to this container. You can request new features by creating an issue, or submit a pull request with your contribution.

Issues

If you encountered a problem running this container, you can file an issue. For us to provide better support, be sure to include the following information in your issue:

  • Host OS and version
  • Docker version ($ docker version)
  • Output of $ docker info
  • Version of this container
  • The command you used to run the container, and any relevant output you saw (masking any sensitive information)

License

Copyright © 2022 Bitnami

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.