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Issue	PRs	Contributor(s)	Notes
~~AMP~~	~~https://github.com/apache/incubator-mxnet/pull/14173~~	~~@ptrendx~~	~~To move forward: https://github.com/apache/incubator-mxnet/pull/14173#pullrequestreview-235846341~~
~~MKLDNN Quantization~~	~~https://github.com/apache/incubator-mxnet/pull/14819~~	~~@ZhennanQin~~	~~Merged~~
~~FP32 optimization~~	~~#14914, #14818, #14893, #14877, #14783~~	~~@ciyongch, @TaoLv, @juliusshufa, @yinghu5, @TaoLv~~	~~last PR left under review: #14893~~
~~bug fix for infer shape partial~~	~~#14869~~	~~@royweilai~~	~~under review~~
~~dependency upgrade for mxnet~~	~~#14950, #14887, #14588, #14988~~	~~@stu1130~~	~~update to latest cuda 10.1 and cudnn 7.5.1 for mxnet and mxnet CI~~
~~Conversion from FP32 to Mixed Precision Models~~	~~https://github.com/apache/incubator-mxnet/issues/14584~~	~~@anirudh2290~~	Depend on AMP PR Conversion from FP32 to Mixed Precision Models Moved to 1.6 scope
~~MKLDNN RNN Inference Integration(fp32 LSTM and vRNN with tanh and relu)~~	~~#14713~~	~~@lihaofd, Tao Lv, @pengzhao-intel~~	~~Improves performance of certain operators used in RNN models~~
~~https://github.com/dmlc/gluon-nlp/issues/706~~	NA	haibin	resolved at gluon nlp side by https://github.com/dmlc/gluon-nlp/pull/710
https://github.com/apache/incubator-mxnet/issues/15028	https://github.com/apache/incubator-mxnet/pull/15039	Chance Bair	amp tutorial test failed. blocking nightly test
~~https://github.com/apache/incubator-mxnet/issues/15029~~	~~https://github.com/apache/incubator-mxnet/pull/15041~~	~~@zheng-da @apeforest~~	~~Merged~~
~~0 size tensor patch for quantization~~	~~https://github.com/apache/incubator-mxnet/pull/15031~~	~~@ciyongch~~	~~Merged~~
~~https://github.com/apache/incubator-mxnet/issues/15034~~	~~https://github.com/apache/incubator-mxnet/pull/15056~~	~~@DickJC123 @lihaofd~~	~~brough by previous change on RNN (~~ ~~`Change RNN OP to stateful (#14476))`~~
~~https://github.com/apache/incubator-mxnet/issues/14954~~	~~https://github.com/apache/incubator-mxnet/pull/14998~~	~~@reminisce~~
Issues during 1.4.1 release vote: ~~https://github.com/apache/incubator-mxnet/issues/14936~~ ~~https://lists.apache.org/thread.html/0cb2131f2506661a884f89d8419aba08298cbc50aaeeda06e41e530f@%3Cdev.mxnet.apache.org%3E~~	~~https://github.com/apache/incubator-mxnet/pull/15127~~ ~~https://github.com/apache/incubator-mxnet/pull/15128~~	@szha @roywei
CI build failures: ~~https://github.com/apache/incubator-mxnet/issues/15084~~ ~~https://github.com/apache/incubator-mxnet/issues/15028~~ ~~https://github.com/apache/incubator-mxnet/issues/14981~~ ~~https://github.com/apache/incubator-mxnet/issues/15152~~	~~https://github.com/apache/incubator-mxnet/pull/15099~~ ~~https://github.com/apache/incubator-mxnet/pull/15141~~ ~~https://github.com/apache/incubator-mxnet/pull/15156~~	@roywei Chance Bair @ptrendx	the large tensor nightly test is disabled due to CI OOM, but tests are passing locally. Not a blocker for the release anymore. Other test failures have been fixed.
~~Autograd Function bug https://github.com/apache/incubator-mxnet/issues/15183~~	Da Zheng

Release Timeline

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

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