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Apache MXNet 1.6.0 is TODO
MXNet 1.6.0 road map can be found at https://github.com/apache/incubator-mxnet/issues/15589.

Release Manager: Przemyslaw Tredak
Release shepherd:

Scope

Scope is still open - please add!

GitHub issue: https://github.com/apache/incubator-mxnet/issues/15589

Issue

Proposer

PRs

Contributor(s)

Notes

Update to MKLDNN 1.0@pengzhao-intelhttps://github.com/apache/incubator-mxnet/pull/16555@TaoLvUnder review
Enabling MKLDNN Subgraph fusion by default@pengzhao-intelhttps://github.com/apache/incubator-mxnet/pull/15518@ZhennanQinDone 7/26
Quantization API improvement@pengzhao-intelhttps://github.com/apache/incubator-mxnet/pull/15448@zinyu-intelDone 8/1
Enhancements to INT64 support@sandeep-krishnamurthy


Improvements to Estimator API@sandeep-krishnamurthy


BERT optimizations for GPU@ptrendx

https://github.com/apache/incubator-mxnet/pull/15545

https://github.com/apache/incubator-mxnet/pull/15167

https://github.com/apache/incubator-mxnet/pull/15657

https://github.com/apache/incubator-mxnet/pull/16039

https://github.com/apache/incubator-mxnet/pull/16398

https://github.com/apache/incubator-mxnet/pull/16122

https://github.com/apache/incubator-mxnet/pull/16355

https://github.com/apache/incubator-mxnet/pull/16408

@ptrendx

@MoisesHer

@drivanov

@DickJC123

@Caenorst

@nvchai

15545 -  done 8/21

15167 - WIP

15657 - WIP

16039 - done 9/24

16398 - WIP

16122 - done 9/30

16355 - done 10/5

16408 - WIP

Fixing nightly tests

https://github.com/apache/incubator-mxnet/issues/15374

@roywei


NumPy compatibility@reminisce


Better TensorRT documentation@KellenSunderland


Multithreaded inference

https://github.com/apache/incubator-mxnet/issues/16431

@anirudh2290




















































Release Timeline

Following timeline is based on everything goes well.(Added some buffer time)

TODO

Step

Tasks

Goal

Actual

Comments

Code Freeze and release startTrack ongoing PRsOct 24th 2019






Cut the release branchCheck license headers



Make code changes with necessary version updates



Cut the release branch



Update the version on master


Test the release and tag the releaseNightly test, Jenkins CI



RAT check



Tag RC0







Package artifacts and validateCreate release artifacts



Validate release package



Test release package



Scala release process







Begin Apache votingStart vote on dev@



Start vote on general@







Finalizing and posting the releaseCreate the final release tag on github



Rename, resign and upload the src tar to final dir



Update the website using tag



Release the official pip package



Release the official docker images



After 24 hrs, validate the packages are uploaded



Draft the offical announce email and review



Send out the email on announce@



Update the apache blog



update the aws blog



send internal announcement







CI status:

Release Note

This patch release includes the following bug fixes:


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