Performance degradation between 1.3.1 and 1.4.0

2019-03-21 Thread Sam Skalicky
Hi MXNet community,

Ive been noticing some performance degradation issues moving from 1.3.1 to
1.4.0. Ive created an issue here:

https://github.com/apache/incubator-mxnet/issues/14496

Im also looking for more data, if others can share any other tests,
results, observations that would super helpful to further debug the issues.

Thanks!
Sam


Re: [Announcement] New Committer - Nicolas Modrzyk

2019-03-21 Thread Pedro Larroy
welcome

On Fri, Feb 15, 2019 at 8:15 PM Marco de Abreu  wrote:
>
> Welcome!
>
> Am Fr., 15. Feb. 2019, 20:23 hat sandeep krishnamurthy <
> sandeep.krishn...@gmail.com> geschrieben:
>
> > Welcome Nicolas. Thank you for all your contributions to the community.
> >
> > On Fri, Feb 15, 2019 at 9:53 AM Lin Yuan  wrote:
> >
> > > Welcome, Nicolas! Good to have you on board.
> > >
> > > Lin
> > >
> > > On Fri, Feb 15, 2019 at 8:03 AM Carin Meier 
> > wrote:
> > >
> > > > Please join me in welcoming Nicolas Modrzyk, (@hellonico), as a new
> > > > committer.
> > > >
> > > > He has made valuable contributions to the Clojure package, especially
> > in
> > > > the areas of stability with integration tests and visualizations [1].
> > > >
> > > > We are excited to have him with us as a committer and look forward to
> > > > future growth of the MXNet Clojure package and community.
> > > >
> > > > - Carin
> > > >
> > > >
> > > > [1]
> > > >
> > > >
> > >
> > https://github.com/apache/incubator-mxnet/pulls?utf8=%E2%9C%93&q=is%3Apr+hellonico+
> > > >
> > >
> >
> >
> > --
> > Sandeep Krishnamurthy
> >


Re: [Announcement] New Committer - Patric Zhao

2019-03-21 Thread Pedro Larroy
Congratulations

On Thu, Mar 21, 2019 at 12:04 PM Jake Lee  wrote:
>
> Congrats, Patric!
>
> Jake
>
> On Thu, Mar 21, 2019 at 12:03 PM Lin Yuan  wrote:
>
> > Congrats, Patric!
> >
> > On Thu, Mar 21, 2019 at 10:32 AM Yuxi Hu  wrote:
> >
> > > Congrats, Patric! Well deserved!
> > >
> > > On Wed, Mar 20, 2019 at 1:08 PM kellen sunderland <
> > > kellen.sunderl...@gmail.com> wrote:
> > >
> > > > Congrats Patric!
> > > >
> > > > On Sun, Mar 17, 2019 at 10:34 PM Hagay Lupesko 
> > > wrote:
> > > >
> > > > > Congrats Patric!
> > > > >
> > > > > On Fri, Mar 15, 2019 at 7:49 AM Joshua Z. Zhang <
> > cheungc...@gmail.com>
> > > > > wrote:
> > > > >
> > > > > >
> > > > > >
> > > > > >
> > > > > >  Congrats Patrick!
> > > > > >
> > > > > >
> > > > > >
> > > > > >
> > > > > >
> > > > > >  Zhi
> > > > > >
> > > > > > >
> > > > > > > On Mar 15, 2019 at 10:46 PM,   > > > > > marco.g.ab...@gmail.com)>  wrote:
> > > > > > >
> > > > > > >
> > > > > > >
> > > > > > >  Congratulations, great to have you on board!
> > > > > > >
> > > > > > > -Marco
> > > > > > >
> > > > > > > Lv, Tao Aschrieb am Fr., 15. März 2019,
> > > > 15:38:
> > > > > > >
> > > > > > > >  Wow, congratulation Patric!
> > > > > > > >
> > > > > > > >  -Original Message-
> > > > > > > >  From: Steffen Rochel [mailto:steffenroc...@gmail.com]
> > > > > > > >  Sent: Friday, March 15, 2019 10:25 PM
> > > > > > > >  To: dev@mxnet.incubator.apache.org
> > > > > > > >  Cc: patric zhao  
> > > > > > > >  Subject: Re: [Announcement] New Committer - Patric Zhao
> > > > > > > >
> > > > > > > >  Congratulation Patrick!
> > > > > > > >  Steffen
> > > > > > > >
> > > > > > > >  On Fri, Mar 15, 2019 at 5:38 AM Zhao, Patric  <
> > > > > patric.z...@intel.com>
> > > > > >
> > > > > > > >  wrote:
> > > > > > > >
> > > > > > > >   >  I am very glad to have this opportunity to contribute to
> > the
> > > > > > > >   >  Apache/MXNet community :)
> > > > > > > >   >
> > > > > > > >   >  Thanks all of the supports from the community and Intel.
> > > > > > > >   >
> > > > > > > >   >  BR,
> > > > > > > >   >
> > > > > > > >   >  --Patric
> > > > > > > >   >
> > > > > > > >   >
> > > > > > > >   >   >  -Original Message-
> > > > > > > >   >   >  From: MiraiWK WKCN [mailto:w...@live.cn]
> > > > > > > >   >   >  Sent: Friday, March 15, 2019 12:52 AM
> > > > > > > >   >   >  To: dev@mxnet.incubator.apache.org; patric zhao
> > > > > > > >   >   >   
> > > > > > > >   >   >  Subject: Re: [Announcement] New Committer - Patric
> > Zhao
> > > > > > > >   >   >
> > > > > > > >   >   >  Welcome Peng Zhao!
> > > > > > > >   >   >  Peng is the AI Tech Leader in Intel Corporation. We
> > have
> > > > > > good
> > > > > > > >   >   >  cooperation before. He is very professional and
> > > > contribute a
> > > > > > lot to
> > > > > > > >   >   >  MXNet,
> > > > > > > >   >  especially deep
> > > > > > > >   >   >  learning boost on CPU.
> > > > > > > >   >   >
> > > > > > > >   >   >  
> > > > > > > >   >   >  From: Anirudh Subramanian  
> > > > > > > >   >   >  Sent: Thursday, March 14, 2019 3:54:50 PM
> > > > > > > >   >   >  To: dev@mxnet.incubator.apache.org; patric zhao
> > > > > > > >   >   >  Subject: [Announcement] New Committer - Patric Zhao
> > > > > > > >   >   >
> > > > > > > >   >   >  Hi all,
> > > > > > > >   >   >
> > > > > > > >   >   >  Please join me to welcome Patric Zhao as a new
> > committer
> > > > of
> > > > > > Apache
> > > > > > > >   >   >  (incubating) MXNet!
> > > > > > > >   >   >
> > > > > > > >   >   >  Patric has put in great effort around MKLDNN
> > integration
> > > > > into
> > > > > > MXNet
> > > > > > > >   >   >  and
> > > > > > > >   >  has
> > > > > > > >   >   >  been involved in features like quantization, graph
> > > fusion
> > > > > and
> > > > > > fused
> > > > > > > >   >   >  RNN operators for CPU.
> > > > > > > >   >   >
> > > > > > > >   >   >  Dev List activity:
> > > > > > > >   >   >
> > > > > > > >   >
> > > > > >
> > > https://lists.apache.org/list.html?d...@mxnet.apache.org:lte=3y:patric.
> > > > > > > >   >  zhao
> > > > > > > >   >   >
> > > > > > > >   >   >  Issues:
> > > > > > > >   >   >  https://github.com/apache/incubator-
> > > > > > > >   >   >
> > > > > > mxnet/issues?utf8=%E2%9C%93&q=is%3Aissue+involves%3Apengzhao-intel+
> > > > > > > >   >   >
> > > > > > > >   >   >  PR Reviews:
> > > > > > > >   >   >  https://github.com/apache/incubator-
> > > > > > > >   >   >
> > > > > > mxnet/pulls?utf8=%E2%9C%93&q=is%3Apr+reviewed-by%3Apengzhao-intel
> > > > > > > >   >   >
> > > > > > > >   >   >  Proposals involved in:
> > > > > > > >   >   >
> > > > > >
> > https://cwiki.apache.org/confluence/display/MXNET/MXNet+Graph+Optimi
> > > > > > > >   >   >  z
> > > > > > > >   >   >  ation+and+Quantization+based+on+subgraph+and+MKL-DNN
> > > > > > > >   >   >
> > > > > >
> > https://cwiki.apache.org/confluence/display/MXNET/Fused+RNN+Operator
> > > > > > > >   >   >  s
> > > > > > > >   >   > 

Re: [Announcement] New Committer - Patric Zhao

2019-03-21 Thread Jake Lee
Congrats, Patric!

Jake

On Thu, Mar 21, 2019 at 12:03 PM Lin Yuan  wrote:

> Congrats, Patric!
>
> On Thu, Mar 21, 2019 at 10:32 AM Yuxi Hu  wrote:
>
> > Congrats, Patric! Well deserved!
> >
> > On Wed, Mar 20, 2019 at 1:08 PM kellen sunderland <
> > kellen.sunderl...@gmail.com> wrote:
> >
> > > Congrats Patric!
> > >
> > > On Sun, Mar 17, 2019 at 10:34 PM Hagay Lupesko 
> > wrote:
> > >
> > > > Congrats Patric!
> > > >
> > > > On Fri, Mar 15, 2019 at 7:49 AM Joshua Z. Zhang <
> cheungc...@gmail.com>
> > > > wrote:
> > > >
> > > > >
> > > > >
> > > > >
> > > > >  Congrats Patrick!
> > > > >
> > > > >
> > > > >
> > > > >
> > > > >
> > > > >  Zhi
> > > > >
> > > > > >
> > > > > > On Mar 15, 2019 at 10:46 PM,   > > > > marco.g.ab...@gmail.com)>  wrote:
> > > > > >
> > > > > >
> > > > > >
> > > > > >  Congratulations, great to have you on board!
> > > > > >
> > > > > > -Marco
> > > > > >
> > > > > > Lv, Tao Aschrieb am Fr., 15. März 2019,
> > > 15:38:
> > > > > >
> > > > > > >  Wow, congratulation Patric!
> > > > > > >
> > > > > > >  -Original Message-
> > > > > > >  From: Steffen Rochel [mailto:steffenroc...@gmail.com]
> > > > > > >  Sent: Friday, March 15, 2019 10:25 PM
> > > > > > >  To: dev@mxnet.incubator.apache.org
> > > > > > >  Cc: patric zhao  
> > > > > > >  Subject: Re: [Announcement] New Committer - Patric Zhao
> > > > > > >
> > > > > > >  Congratulation Patrick!
> > > > > > >  Steffen
> > > > > > >
> > > > > > >  On Fri, Mar 15, 2019 at 5:38 AM Zhao, Patric  <
> > > > patric.z...@intel.com>
> > > > >
> > > > > > >  wrote:
> > > > > > >
> > > > > > >   >  I am very glad to have this opportunity to contribute to
> the
> > > > > > >   >  Apache/MXNet community :)
> > > > > > >   >
> > > > > > >   >  Thanks all of the supports from the community and Intel.
> > > > > > >   >
> > > > > > >   >  BR,
> > > > > > >   >
> > > > > > >   >  --Patric
> > > > > > >   >
> > > > > > >   >
> > > > > > >   >   >  -Original Message-
> > > > > > >   >   >  From: MiraiWK WKCN [mailto:w...@live.cn]
> > > > > > >   >   >  Sent: Friday, March 15, 2019 12:52 AM
> > > > > > >   >   >  To: dev@mxnet.incubator.apache.org; patric zhao
> > > > > > >   >   >   
> > > > > > >   >   >  Subject: Re: [Announcement] New Committer - Patric
> Zhao
> > > > > > >   >   >
> > > > > > >   >   >  Welcome Peng Zhao!
> > > > > > >   >   >  Peng is the AI Tech Leader in Intel Corporation. We
> have
> > > > > good
> > > > > > >   >   >  cooperation before. He is very professional and
> > > contribute a
> > > > > lot to
> > > > > > >   >   >  MXNet,
> > > > > > >   >  especially deep
> > > > > > >   >   >  learning boost on CPU.
> > > > > > >   >   >
> > > > > > >   >   >  
> > > > > > >   >   >  From: Anirudh Subramanian  
> > > > > > >   >   >  Sent: Thursday, March 14, 2019 3:54:50 PM
> > > > > > >   >   >  To: dev@mxnet.incubator.apache.org; patric zhao
> > > > > > >   >   >  Subject: [Announcement] New Committer - Patric Zhao
> > > > > > >   >   >
> > > > > > >   >   >  Hi all,
> > > > > > >   >   >
> > > > > > >   >   >  Please join me to welcome Patric Zhao as a new
> committer
> > > of
> > > > > Apache
> > > > > > >   >   >  (incubating) MXNet!
> > > > > > >   >   >
> > > > > > >   >   >  Patric has put in great effort around MKLDNN
> integration
> > > > into
> > > > > MXNet
> > > > > > >   >   >  and
> > > > > > >   >  has
> > > > > > >   >   >  been involved in features like quantization, graph
> > fusion
> > > > and
> > > > > fused
> > > > > > >   >   >  RNN operators for CPU.
> > > > > > >   >   >
> > > > > > >   >   >  Dev List activity:
> > > > > > >   >   >
> > > > > > >   >
> > > > >
> > https://lists.apache.org/list.html?d...@mxnet.apache.org:lte=3y:patric.
> > > > > > >   >  zhao
> > > > > > >   >   >
> > > > > > >   >   >  Issues:
> > > > > > >   >   >  https://github.com/apache/incubator-
> > > > > > >   >   >
> > > > > mxnet/issues?utf8=%E2%9C%93&q=is%3Aissue+involves%3Apengzhao-intel+
> > > > > > >   >   >
> > > > > > >   >   >  PR Reviews:
> > > > > > >   >   >  https://github.com/apache/incubator-
> > > > > > >   >   >
> > > > > mxnet/pulls?utf8=%E2%9C%93&q=is%3Apr+reviewed-by%3Apengzhao-intel
> > > > > > >   >   >
> > > > > > >   >   >  Proposals involved in:
> > > > > > >   >   >
> > > > >
> https://cwiki.apache.org/confluence/display/MXNET/MXNet+Graph+Optimi
> > > > > > >   >   >  z
> > > > > > >   >   >  ation+and+Quantization+based+on+subgraph+and+MKL-DNN
> > > > > > >   >   >
> > > > >
> https://cwiki.apache.org/confluence/display/MXNET/Fused+RNN+Operator
> > > > > > >   >   >  s
> > > > > > >   >   >  +for+CPU
> > > > > > >   >   >   <
> > > > >
> https://cwiki.apache.org/confluence/display/MXNET/MXNet+Graph+Optim
> > > > > > >   >   >  i
> > > > > > >   >   >  zation+and+Quantization+based+on+subgraph+and+MKL-DNN>
> > > > > > >   >   >
> > > > > > >   >   >
> > > > > > >   >   >  Thanks,
> > > > > > >   >   >  Anirudh
> > > > > > >   >
> > > > > > >
> > > > > >

Re: [Announcement] New Committer - Patric Zhao

2019-03-21 Thread Lin Yuan
Congrats, Patric!

On Thu, Mar 21, 2019 at 10:32 AM Yuxi Hu  wrote:

> Congrats, Patric! Well deserved!
>
> On Wed, Mar 20, 2019 at 1:08 PM kellen sunderland <
> kellen.sunderl...@gmail.com> wrote:
>
> > Congrats Patric!
> >
> > On Sun, Mar 17, 2019 at 10:34 PM Hagay Lupesko 
> wrote:
> >
> > > Congrats Patric!
> > >
> > > On Fri, Mar 15, 2019 at 7:49 AM Joshua Z. Zhang 
> > > wrote:
> > >
> > > >
> > > >
> > > >
> > > >  Congrats Patrick!
> > > >
> > > >
> > > >
> > > >
> > > >
> > > >  Zhi
> > > >
> > > > >
> > > > > On Mar 15, 2019 at 10:46 PM,   > > > marco.g.ab...@gmail.com)>  wrote:
> > > > >
> > > > >
> > > > >
> > > > >  Congratulations, great to have you on board!
> > > > >
> > > > > -Marco
> > > > >
> > > > > Lv, Tao Aschrieb am Fr., 15. März 2019,
> > 15:38:
> > > > >
> > > > > >  Wow, congratulation Patric!
> > > > > >
> > > > > >  -Original Message-
> > > > > >  From: Steffen Rochel [mailto:steffenroc...@gmail.com]
> > > > > >  Sent: Friday, March 15, 2019 10:25 PM
> > > > > >  To: dev@mxnet.incubator.apache.org
> > > > > >  Cc: patric zhao  
> > > > > >  Subject: Re: [Announcement] New Committer - Patric Zhao
> > > > > >
> > > > > >  Congratulation Patrick!
> > > > > >  Steffen
> > > > > >
> > > > > >  On Fri, Mar 15, 2019 at 5:38 AM Zhao, Patric  <
> > > patric.z...@intel.com>
> > > >
> > > > > >  wrote:
> > > > > >
> > > > > >   >  I am very glad to have this opportunity to contribute to the
> > > > > >   >  Apache/MXNet community :)
> > > > > >   >
> > > > > >   >  Thanks all of the supports from the community and Intel.
> > > > > >   >
> > > > > >   >  BR,
> > > > > >   >
> > > > > >   >  --Patric
> > > > > >   >
> > > > > >   >
> > > > > >   >   >  -Original Message-
> > > > > >   >   >  From: MiraiWK WKCN [mailto:w...@live.cn]
> > > > > >   >   >  Sent: Friday, March 15, 2019 12:52 AM
> > > > > >   >   >  To: dev@mxnet.incubator.apache.org; patric zhao
> > > > > >   >   >   
> > > > > >   >   >  Subject: Re: [Announcement] New Committer - Patric Zhao
> > > > > >   >   >
> > > > > >   >   >  Welcome Peng Zhao!
> > > > > >   >   >  Peng is the AI Tech Leader in Intel Corporation. We have
> > > > good
> > > > > >   >   >  cooperation before. He is very professional and
> > contribute a
> > > > lot to
> > > > > >   >   >  MXNet,
> > > > > >   >  especially deep
> > > > > >   >   >  learning boost on CPU.
> > > > > >   >   >
> > > > > >   >   >  
> > > > > >   >   >  From: Anirudh Subramanian  
> > > > > >   >   >  Sent: Thursday, March 14, 2019 3:54:50 PM
> > > > > >   >   >  To: dev@mxnet.incubator.apache.org; patric zhao
> > > > > >   >   >  Subject: [Announcement] New Committer - Patric Zhao
> > > > > >   >   >
> > > > > >   >   >  Hi all,
> > > > > >   >   >
> > > > > >   >   >  Please join me to welcome Patric Zhao as a new committer
> > of
> > > > Apache
> > > > > >   >   >  (incubating) MXNet!
> > > > > >   >   >
> > > > > >   >   >  Patric has put in great effort around MKLDNN integration
> > > into
> > > > MXNet
> > > > > >   >   >  and
> > > > > >   >  has
> > > > > >   >   >  been involved in features like quantization, graph
> fusion
> > > and
> > > > fused
> > > > > >   >   >  RNN operators for CPU.
> > > > > >   >   >
> > > > > >   >   >  Dev List activity:
> > > > > >   >   >
> > > > > >   >
> > > >
> https://lists.apache.org/list.html?d...@mxnet.apache.org:lte=3y:patric.
> > > > > >   >  zhao
> > > > > >   >   >
> > > > > >   >   >  Issues:
> > > > > >   >   >  https://github.com/apache/incubator-
> > > > > >   >   >
> > > > mxnet/issues?utf8=%E2%9C%93&q=is%3Aissue+involves%3Apengzhao-intel+
> > > > > >   >   >
> > > > > >   >   >  PR Reviews:
> > > > > >   >   >  https://github.com/apache/incubator-
> > > > > >   >   >
> > > > mxnet/pulls?utf8=%E2%9C%93&q=is%3Apr+reviewed-by%3Apengzhao-intel
> > > > > >   >   >
> > > > > >   >   >  Proposals involved in:
> > > > > >   >   >
> > > > https://cwiki.apache.org/confluence/display/MXNET/MXNet+Graph+Optimi
> > > > > >   >   >  z
> > > > > >   >   >  ation+and+Quantization+based+on+subgraph+and+MKL-DNN
> > > > > >   >   >
> > > > https://cwiki.apache.org/confluence/display/MXNET/Fused+RNN+Operator
> > > > > >   >   >  s
> > > > > >   >   >  +for+CPU
> > > > > >   >   >   <
> > > > https://cwiki.apache.org/confluence/display/MXNET/MXNet+Graph+Optim
> > > > > >   >   >  i
> > > > > >   >   >  zation+and+Quantization+based+on+subgraph+and+MKL-DNN>
> > > > > >   >   >
> > > > > >   >   >
> > > > > >   >   >  Thanks,
> > > > > >   >   >  Anirudh
> > > > > >   >
> > > > > >
> > > > >
> > >
> >
>
>
> --
> Yuxi(Darren) Hu, Ph.D.
> Software Development Engineer
> Amazon Web Services
>


CI unstable

2019-03-21 Thread Anton Chernov
Dear MXNet Community,

Since a few days we are experiencing problems with CI PR verification
builds. For some reason unix-cpu builds get aborted. Potentially there is a
problem with gitlab.com from where dependencies are downloaded for static
MXNet builds.

We are working hard on finding and fixing the issue. Please excuse the
inconvenience.

Best
Anton


Re: [Announcement] New Committer - Patric Zhao

2019-03-21 Thread Yuxi Hu
Congrats, Patric! Well deserved!

On Wed, Mar 20, 2019 at 1:08 PM kellen sunderland <
kellen.sunderl...@gmail.com> wrote:

> Congrats Patric!
>
> On Sun, Mar 17, 2019 at 10:34 PM Hagay Lupesko  wrote:
>
> > Congrats Patric!
> >
> > On Fri, Mar 15, 2019 at 7:49 AM Joshua Z. Zhang 
> > wrote:
> >
> > >
> > >
> > >
> > >  Congrats Patrick!
> > >
> > >
> > >
> > >
> > >
> > >  Zhi
> > >
> > > >
> > > > On Mar 15, 2019 at 10:46 PM,   > > marco.g.ab...@gmail.com)>  wrote:
> > > >
> > > >
> > > >
> > > >  Congratulations, great to have you on board!
> > > >
> > > > -Marco
> > > >
> > > > Lv, Tao Aschrieb am Fr., 15. März 2019,
> 15:38:
> > > >
> > > > >  Wow, congratulation Patric!
> > > > >
> > > > >  -Original Message-
> > > > >  From: Steffen Rochel [mailto:steffenroc...@gmail.com]
> > > > >  Sent: Friday, March 15, 2019 10:25 PM
> > > > >  To: dev@mxnet.incubator.apache.org
> > > > >  Cc: patric zhao  
> > > > >  Subject: Re: [Announcement] New Committer - Patric Zhao
> > > > >
> > > > >  Congratulation Patrick!
> > > > >  Steffen
> > > > >
> > > > >  On Fri, Mar 15, 2019 at 5:38 AM Zhao, Patric  <
> > patric.z...@intel.com>
> > >
> > > > >  wrote:
> > > > >
> > > > >   >  I am very glad to have this opportunity to contribute to the
> > > > >   >  Apache/MXNet community :)
> > > > >   >
> > > > >   >  Thanks all of the supports from the community and Intel.
> > > > >   >
> > > > >   >  BR,
> > > > >   >
> > > > >   >  --Patric
> > > > >   >
> > > > >   >
> > > > >   >   >  -Original Message-
> > > > >   >   >  From: MiraiWK WKCN [mailto:w...@live.cn]
> > > > >   >   >  Sent: Friday, March 15, 2019 12:52 AM
> > > > >   >   >  To: dev@mxnet.incubator.apache.org; patric zhao
> > > > >   >   >   
> > > > >   >   >  Subject: Re: [Announcement] New Committer - Patric Zhao
> > > > >   >   >
> > > > >   >   >  Welcome Peng Zhao!
> > > > >   >   >  Peng is the AI Tech Leader in Intel Corporation. We have
> > > good
> > > > >   >   >  cooperation before. He is very professional and
> contribute a
> > > lot to
> > > > >   >   >  MXNet,
> > > > >   >  especially deep
> > > > >   >   >  learning boost on CPU.
> > > > >   >   >
> > > > >   >   >  
> > > > >   >   >  From: Anirudh Subramanian  
> > > > >   >   >  Sent: Thursday, March 14, 2019 3:54:50 PM
> > > > >   >   >  To: dev@mxnet.incubator.apache.org; patric zhao
> > > > >   >   >  Subject: [Announcement] New Committer - Patric Zhao
> > > > >   >   >
> > > > >   >   >  Hi all,
> > > > >   >   >
> > > > >   >   >  Please join me to welcome Patric Zhao as a new committer
> of
> > > Apache
> > > > >   >   >  (incubating) MXNet!
> > > > >   >   >
> > > > >   >   >  Patric has put in great effort around MKLDNN integration
> > into
> > > MXNet
> > > > >   >   >  and
> > > > >   >  has
> > > > >   >   >  been involved in features like quantization, graph fusion
> > and
> > > fused
> > > > >   >   >  RNN operators for CPU.
> > > > >   >   >
> > > > >   >   >  Dev List activity:
> > > > >   >   >
> > > > >   >
> > > https://lists.apache.org/list.html?d...@mxnet.apache.org:lte=3y:patric.
> > > > >   >  zhao
> > > > >   >   >
> > > > >   >   >  Issues:
> > > > >   >   >  https://github.com/apache/incubator-
> > > > >   >   >
> > > mxnet/issues?utf8=%E2%9C%93&q=is%3Aissue+involves%3Apengzhao-intel+
> > > > >   >   >
> > > > >   >   >  PR Reviews:
> > > > >   >   >  https://github.com/apache/incubator-
> > > > >   >   >
> > > mxnet/pulls?utf8=%E2%9C%93&q=is%3Apr+reviewed-by%3Apengzhao-intel
> > > > >   >   >
> > > > >   >   >  Proposals involved in:
> > > > >   >   >
> > > https://cwiki.apache.org/confluence/display/MXNET/MXNet+Graph+Optimi
> > > > >   >   >  z
> > > > >   >   >  ation+and+Quantization+based+on+subgraph+and+MKL-DNN
> > > > >   >   >
> > > https://cwiki.apache.org/confluence/display/MXNET/Fused+RNN+Operator
> > > > >   >   >  s
> > > > >   >   >  +for+CPU
> > > > >   >   >   <
> > > https://cwiki.apache.org/confluence/display/MXNET/MXNet+Graph+Optim
> > > > >   >   >  i
> > > > >   >   >  zation+and+Quantization+based+on+subgraph+and+MKL-DNN>
> > > > >   >   >
> > > > >   >   >
> > > > >   >   >  Thanks,
> > > > >   >   >  Anirudh
> > > > >   >
> > > > >
> > > >
> >
>


-- 
Yuxi(Darren) Hu, Ph.D.
Software Development Engineer
Amazon Web Services