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IssuePRsContributor(s)Notes
AMPhttps://github.com/apache/incubator-mxnet/pull/14173@ptrendxTo move forward: https://github.com/apache/incubator-mxnet/pull/14173#pullrequestreview-235846341
MKLDNN Quantizationhttps://github.com/apache/incubator-mxnet/pull/14819@ZhennanQinMerged
FP32 optimization#14914#14818#14893#14877#14783 @ciyongch, @TaoLv, @juliusshufa, @yinghu5, @TaoLvlast PR left under review: #14893
bug fix for infer shape partial#14869@royweilaiunder review
dependency upgrade for mxnet#14950#14887#14588, #14988@stu1130update to latest cuda 10.1 and cudnn 7.5.1 for mxnet and mxnet CI
Conversion from FP32 to Mixed Precision Modelshttps://github.com/apache/incubator-mxnet/issues/14584@anirudh2290  

Depend on AMP PR

Conversion from FP32 to Mixed Precision Models

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/706NAhaibinresolved at gluon nlp side by https://github.com/dmlc/gluon-nlp/pull/710

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