Re: Proposal for subgraph based the graph optimization and quantization

[kellen sunderland <ke...@gmail.com>]

Nice Patric, thanks for the effort.  2x faster on mobilenet is a great
result.

On Mon, Oct 15, 2018, 7:37 AM Zhao, Patric <pa...@intel.com> wrote:

> 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.zhao@intel.com]
> > Sent: Thursday, October 4, 2018 6:57 AM
> > To: 'dev@mxnet.incubator.apache.org' <de...@mxnet.incubator.apache.org>
> > Cc: 'Zheng, Da' <dz...@amazon.com>; 'Jun Wu' <wu...@gmail.com>; Ye,
> > Jason Y <ja...@intel.com>; Lin, Haibin <ha...@amazon.com>
> > 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 <dz...@amazon.com>; Jun Wu <wu...@gmail.com>; Ye,
> > Jason Y <ja...@intel.com>
> > 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
>