RE: Proposal for subgraph based the graph optimization and quantization

2018-10-14 Thread Zhao, Patric 
Updates for this proposal：

The most important step (op fusion and quantization) of this proposal is merged 
into master. 

We're very happy that this is the first backend enabled by subgraph features 
and the CPU performance are significantly improved, such as 2X boosts for 
MobileNet. 

Next step, we will update the doc/examples and continuously improve the 
performance and usability for MKL-DNN backend.

Very thanks the great supports from Haibin, Sheng, Jun, Da and other reviewers.

Highly appreciate for your comments and feedbacks :)

The doc for your refer (doc is under the review): 
https://github.com/apache/incubator-mxnet/blob/4d1338d1a3188c377a02b69d84cc7d3ead64dd86/MKLDNN_README.md#6

https://github.com/apache/incubator-mxnet/blob/4d1338d1a3188c377a02b69d84cc7d3ead64dd86/example/quantization/README.md


Thanks,

--Patric


> -Original Message-
> From: Zhao, Patric [mailto:patric.z...@intel.com]
> Sent: Thursday, October 4, 2018 6:57 AM
> To: 'dev@mxnet.incubator.apache.org' 
> Cc: 'Zheng, Da' ; 'Jun Wu' ; Ye,
> Jason Y ; Lin, Haibin 
> Subject: RE: Proposal for subgraph based the graph optimization and
> quantization
> 
> Sent again and our PR are submitted (in 22 days ago).
> 
> Please help take a review in case you're interested in :)
> https://github.com/apache/incubator-mxnet/pull/12530
> 
> Thanks the great suggestions from Jun, Da, Haibin and other committers.
> 
> BR,
> 
> --Patric
> 
> 
> From: Zhao, Patric
> Sent: Wednesday, August 15, 2018 10:51 AM
> To: dev@mxnet.incubator.apache.org
> Cc: Zheng, Da ; Jun Wu ; Ye,
> Jason Y 
> Subject: Proposal for subgraph based the graph optimization and
> quantization
> 
> Hi MXNet owners and committers,
> 
> A new proposal is posted in the wiki for the graph optimization and
> quantization approach.
> https://cwiki.apache.org/confluence/display/MXNET/MXNet+Graph+Optimizat
> ion+and+Quantization+based+on+subgraph+and+MKL-DNN
> 
> Really thanks for the supports from Zheng Da and Wu Jun.
> 
> Any feedbacks are highly appreciated :)
> 
> BR,
> 
> --Patric

Re: Develop a video course on Gluon with Packt

2018-10-14 Thread Marco de Abreu 
Hello Mandar,

thanks for your interest. We'd really appreciate it if you could create
Video Tutorials for MXNet.

We're always ready to help, but maybe you could be a bit more specific in
terms of what actions your require from our side. This would allow
contributors to have a better estimate of the required effort.

Best regards,
Marco

Carin Meier  schrieb am Mo., 15. Okt. 2018, 02:46:

> Thanks for thinking of me but I don't have time for a project like that.
>
> - Carin
>
> On Sun, Oct 14, 2018 at 7:33 PM Mandar Raorane  wrote:
>
> > Hello Team,
> >
> >
> > I am Mandar Raorane, a Video Acquisition Editor at Packt Publishing.
> Packt
> > has been in IT publishing for over a decade now and we have been
> providing
> > our viewers with practical, friendly screencast tutorials on interesting
> > technologies.
> >
> > Hyunsu Cho shared your email Id's with me so that we could discuss this
> > collaboration on developing a video course on Gluon. The course is titled
> > "Getting Started with Gluon for Deep Learning"
> >
> > Would you be interested in developing this course with us?  I will
> provide
> > more details about the process and payments later.
> >
> > Looking forward to hearing from you and for a successful collaboration.
> >
> >
> > Have a nice weekend ahead.
> >
> > [https://s3-eu-west-1.amazonaws.com/email-signature-packt/128x128px.png]
> >
> >
> >
> >
> >
> > Mandar Raorane
> >
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> >
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Re: Develop a video course on Gluon with Packt

2018-10-14 Thread Carin Meier 
Thanks for thinking of me but I don't have time for a project like that.

- Carin

On Sun, Oct 14, 2018 at 7:33 PM Mandar Raorane  wrote:

> Hello Team,
>
>
> I am Mandar Raorane, a Video Acquisition Editor at Packt Publishing. Packt
> has been in IT publishing for over a decade now and we have been providing
> our viewers with practical, friendly screencast tutorials on interesting
> technologies.
>
> Hyunsu Cho shared your email Id's with me so that we could discuss this
> collaboration on developing a video course on Gluon. The course is titled
> "Getting Started with Gluon for Deep Learning"
>
> Would you be interested in developing this course with us?  I will provide
> more details about the process and payments later.
>
> Looking forward to hearing from you and for a successful collaboration.
>
>
> Have a nice weekend ahead.
>
> [https://s3-eu-west-1.amazonaws.com/email-signature-packt/128x128px.png]
>
>
>
>
>
> Mandar Raorane
>
> Video Acquisition Editor
>
>
>
>  [https://s3-eu-west-1.amazonaws.com/email-signature-packt/ph.png]
>  022-28328148
>
>  [https://s3-eu-west-1.amazonaws.com/email-signature-packt/web.png]
> www.packt.com
>  [https://s3-eu-west-1.amazonaws.com/email-signature-packt/msg.png]
> mand...@packt.com
> [https://s3-eu-west-1.amazonaws.com/email-signature-packt/loc.png]  Plot
> No.103, Arena House, 3rd Floor,12th Road, MIDC, Andheri (E), Mumbai -
> 400093 Mumbai Maharashtra 400093.
>
>
> [https://www.facebook.com/PacktPub/?ref=br_rs]<
> https://www.facebook.com/PacktPub/?ref=br_rs>  [
> https://twitter.com/PacktPub]    [
> https://www.linkedin.com/company/packt-publishing/] <
> https://www.linkedin.com/company/packt-publishing/>   [
> https://www.youtube.com/channel/UC3VydBGBl132baPCLeDspMQ] <
> https://www.youtube.com/channel/UC3VydBGBl132baPCLeDspMQ>
>
>
>
>
>
>
>
> Packt Publishing Private Limited. Registered Address: Plot No.103, Arena
> House, 3rd Floor,12th Road, MIDC, Andheri (E), Mumbai - 400093.
> CIN:U22100MH2005PTC152766
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> Whilst Packt Publishing Ltd take every reasonable precaution to avoid the
> transfer of software viruses or defects that may cause damage to computer
> systems; it is the responsibility of the recipient to ensure that all
> emails and attachments received are free from infection.
> The word 'Packt'® and the Packt logo are registered trademarks which
> belong to Packt Publishing Limited.
>

Develop a video course on Gluon with Packt

2018-10-14 Thread Mandar Raorane 
Hello Team,


I am Mandar Raorane, a Video Acquisition Editor at Packt Publishing. Packt has 
been in IT publishing for over a decade now and we have been providing our 
viewers with practical, friendly screencast tutorials on interesting 
technologies.

Hyunsu Cho shared your email Id's with me so that we could discuss this 
collaboration on developing a video course on Gluon. The course is titled 
"Getting Started with Gluon for Deep Learning"

Would you be interested in developing this course with us?  I will provide more 
details about the process and payments later.

Looking forward to hearing from you and for a successful collaboration.


Have a nice weekend ahead.

[https://s3-eu-west-1.amazonaws.com/email-signature-packt/128x128px.png]





Mandar Raorane

Video Acquisition Editor



 [https://s3-eu-west-1.amazonaws.com/email-signature-packt/ph.png]   
022-28328148

 [https://s3-eu-west-1.amazonaws.com/email-signature-packt/web.png]   
www.packt.com
 [https://s3-eu-west-1.amazonaws.com/email-signature-packt/msg.png]   
mand...@packt.com
[https://s3-eu-west-1.amazonaws.com/email-signature-packt/loc.png]  Plot 
No.103, Arena House, 3rd Floor,12th Road, MIDC, Andheri (E), Mumbai - 400093 
Mumbai Maharashtra 400093.


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  [https://twitter.com/PacktPub]    
[https://www.linkedin.com/company/packt-publishing/] 
   
[https://www.youtube.com/channel/UC3VydBGBl132baPCLeDspMQ] 








Packt Publishing Private Limited. Registered Address: Plot No.103, Arena House, 
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CIN:U22100MH2005PTC152766
This E-mail is confidential. It may also be legally privileged. If you are not 
the addressee you may not copy, forward, disclose or use any part of it. If you 
have received this message in error, please delete it and all copies from your 
system and notify the sender immediately by return E-mail. Whilst Packt 
Publishing Ltd take every reasonable precaution to avoid the transfer of 
software viruses or defects that may cause damage to computer systems; it is 
the responsibility of the recipient to ensure that all emails and attachments 
received are free from infection.
The word 'Packt'® and the Packt logo are registered trademarks which belong to 
Packt Publishing Limited.