[ANNOUNCE] Release Apache MXNet (incubating) version 1.9.1

[Wei Chu <wa...@gmail.com>]

Dear all,
The Apache MXNet (incubating) community is happy to announce Apache MXNet
(incubating) version 1.9.1!

Apache MXNet (incubating) is a deep learning framework designed for both
efficiency and flexibility. It allows you to mix symbolic and imperative
programming to maximize efficiency and productivity.

1.9.1 is a maintenance release incorporating important bug fixes and
important performance improvements.

A full list of the changes in this release can be found here:
https://github.com/apache/incubator-mxnet/releases/tag/1.9.1

A link to the download page can be found here:
https://mxnet.apache.org/versions/1.9.1/get_started/download.html

If you prefer to build from source and experiment with various compile-time
configuration options, use this link to get the instructions:
https://mxnet.apache.org/get_started/build_from_source

Or you can download and play with MXNet easily using one of the options
below:
1. The Pip packages can be found here:
https://pypi.python.org/pypi/mxnet
2. The Docker Images can be found here:
https://hub.docker.com/r/mxnet/python/

The release tag:
https://github.com/apache/incubator-mxnet/tree/1.9.1

MXNet Resources
- Our discussion forum (
https://github.com/apache/incubator-mxnet/discussions)
- MXNet dev mailing list (
https://lists.apache.org/list.html?dev@mxnet.apache.org)
- StackOverflow mxnet tag (https://stackoverflow.com/questions/tagged/mxnet)
- MXNet website (https://mxnet.incubator.apache.org)
- Follow MXNet Development on Github (
https://github.com/apache/incubator-mxnet/issues)
- MXNet Confluence Wiki for Developers (
https://cwiki.apache.org/confluence/display/MXNET)
- Apache Slack #mxnet Channel (https://the-asf.slack.com/archives/C7FN4FCP9)

Social Media
- Apache MXNet on Twitter (https://twitter.com/apachemxnet)
- Contributor and user blogs about MXNet (https://medium.com/apache-mxnet)
- Discuss MXNet on r/mxnet (https://www.reddit.com/r/mxnet)
- Apache MXNet YouTube channel (https://www.youtube.com/apachemxnet)
- Apache MXNet on LinkedIn (https://www.linkedin.com/company/apache-mxnet)

For more information on Apache MXNet (incubating), please see:
https://mxnet.incubator.apache.org/



Best regards,
Apache MXNet (incubating) Team

_______
DISCLAIMER:
Apache MXNet (incubating) is an effort undergoing incubation at The Apache
Software Foundation (ASF), sponsored by the name of Apache Incubator PMC.
Incubation is required of all newly accepted projects until a further
review indicates that the infrastructure, communications, and decision
making process have stabilized in a manner consistent with other successful
ASF projects. While incubation status is not necessarily a reflection of
the completeness or stability of the code, it does indicate that the
project has yet to be fully endorsed by the ASF.