Hi all, We tested resnet50 on MXNet built from master branch on Friday and were
seeing degraded performance on GPU - about 50% slower compared to these values
here https://mxnet.incubator.apache.org/faq/perf.html. FWIW this slowdown was
seen for both MXNet as well as the TRT integrated MXNet.
Something for you all to verify before or after you cut the RC.
Thx!
On 8/13/18, 4:34 AM, "kellen sunderland" <kellen.sunderl...@gmail.com> wrote:
Hey Roshani,
Has a RC branch already been cut? If so, a quick heads up that I think
this commit should probably get into RC0 for 1.3.
https://github.com/apache/incubator-mxnet/commit/ee8755a2531b322fec29c9c3d2aa3b8738da41f3
It won't cause issues for users, but from a versioning compatibility
perspective it's probably better that we remove these functions in this
release. This way we don't have to worry about major bumps in the next
release if they're removed.
-Kellen
On Fri, Aug 10, 2018 at 7:24 PM Roshani Nagmote <roshaninagmo...@gmail.com>
wrote:
> Thanks Kellen and everyone else for working to get TensorRT PR merged!
> @Sina, I will be keeping track of that issue and fixes to get in the
> release.
>
> We are starting code freeze for 1.3 release today. A release candidate
will
> be cut on 08/17.
> Feel free to add any other comments/suggestions.
>
> Thanks,
> Roshani
>
> On Fri, Aug 10, 2018 at 5:39 AM kellen sunderland <
> kellen.sunderl...@gmail.com> wrote:
>
> > All merged and ready to go from my side Roshani (the TensorRT PR).
> >
> > I agree with Sina that issue 12116 looks it's a blocker. I'll try and
> > reproduce it locally to get another datapoint.
> >
> > On Fri, Aug 10, 2018 at 3:15 AM Afrooze, Sina <sina....@gmail.com>
> wrote:
> >
> > > Hi Roshani - I think this regression issue is a release blocker:
> > > https://github.com/apache/incubator-mxnet/issues/12116 - Sina
> > >
> > >
> > > On 8/8/18, 12:40 PM, "Roshani Nagmote" <roshaninagmo...@gmail.com>
> > wrote:
> > >
> > > Thanks, Kellen for letting me know.
> > >
> > > On Wed, Aug 8, 2018 at 12:09 PM kellen sunderland <
> > > kellen.sunderl...@gmail.com> wrote:
> > >
> > > > Hey Roshani, I think it should be ready by Friday.
> > > >
> > > > On Tue, Aug 7, 2018, 10:20 PM Roshani Nagmote <
> > > roshaninagmo...@gmail.com>
> > > > wrote:
> > > >
> > > > > Thanks Kellen. Yes, we were treating this PR as a release
> > blocker.
> > > Do you
> > > > > have any ETA by which it will be completed? Approximate time
> will
> > > also
> > > > > work.
> > > > > @zhi, Thanks for bringing this PR into notice. I will keep a
> > track
> > > of it.
> > > > >
> > > > > -Roshani
> > > > >
> > > > > On Tue, Aug 7, 2018 at 11:30 AM Joshua Z. Zhang <
> > > cheungc...@gmail.com>
> > > > > wrote:
> > > > >
> > > > > > I strongly suggest to track this PR
> > > > > > https://github.com/apache/incubator-mxnet/pull/11908 <
> > > > > > https://github.com/apache/incubator-mxnet/pull/11908> in 1.3
> > > release
> > > > > > which fixed the usability issue for lower end machines that
> > > don’t have
> > > > as
> > > > > > large shared memory space as ec2 instances.
> > > > > >
> > > > > > Best,
> > > > > >
> > > > > > - Zhi
> > > > > >
> > > > > > > On Aug 7, 2018, at 9:05 AM, Roshani Nagmote <
> > > > roshaninagmo...@gmail.com
> > > > > >
> > > > > > wrote:
> > > > > > >
> > > > > > > Hi all,
> > > > > > >
> > > > > > > Right now, we are delaying MXNet 1.3 release for pending
> > > TensorRT PR
> > > > (
> > > > > > > https://github.com/apache/incubator-mxnet/pull/11325 ).
> > > > > > >
> > > > > > > I wanted to ask everyone for their opinions if we should
> > delay
> > > the
> > > > > > release
> > > > > > > to get tensorRT integration in or we should go ahead with
> the
> > > release
> > > > > and
> > > > > > > include tensorRT in next release. Please provide
> suggestions.
> > > > > > >
> > > > > > > Thanks,
> > > > > > > Roshani
> > > > > > >
> > > > > > > On Mon, Aug 6, 2018 at 12:45 AM Hagay Lupesko <
> > > lupe...@gmail.com>
> > > > > wrote:
> > > > > > >
> > > > > > >> Some thoughts: why not keep it out of 1.3, and merge it
> into
> > > master
> > > > so
> > > > > > it
> > > > > > >> can go out with 1.4 instead?
> > > > > > >> Pros:
> > > > > > >> - Reduce quality risks for 1.3
> > > > > > >> - More time to test and get feedback before release
> > > > > > >> - Avoid further delays in 1.3 release (lots of good stuff
> > > there
> > > > > already
> > > > > > for
> > > > > > >> users)
> > > > > > >> Cons:
> > > > > > >> - People will need to get master to experiment with TRT
> (not
> > > a major
> > > > > > issue
> > > > > > >> IMO)
> > > > > > >>
> > > > > > >> Besides, TRT requires a build flag anyway, so MXNet users
> > > consuming
> > > > > > built
> > > > > > >> packages (PyPi, Scala) will anyway not be able to try it
> out
> > > unless
> > > > > > >> building from source...
> > > > > > >>
> > > > > > >> Thoughts?
> > > > > > >>
> > > > > > >> On Sun, Aug 5, 2018 at 10:38 PM Steffen Rochel <
> > > > > steffenroc...@gmail.com
> > > > > > >
> > > > > > >> wrote:
> > > > > > >>
> > > > > > >>> Marek, Kellen, Jun, Da, Eric, myself and a few other
> people
> > > > discussed
> > > > > > >>> offline about TensorRT integration PR (
> > > > > > >>> https://github.com/apache/incubator-mxnet/pull/11325 ).
> We
> > > do
> > > > agree
> > > > > > that
> > > > > > >>> it
> > > > > > >>> would be good to include the PR into upcoming 1.3
> release,
> > > but are
> > > > > all
> > > > > > >>> concerned about the risk involved and the breaking API
> > > change. The
> > > > > > >>> discussion converged to following proposal. (1) change
to
> > > contrib
> > > > PR
> > > > > > and
> > > > > > >>> (2) define a different top level API to indicate that
the
> > > package
> > > > is
> > > > > > part
> > > > > > >>> of contrib and experimental (details of API TBD between
> > > Marek,
> > > > Kellen
> > > > > > and
> > > > > > >>> Eric). This change would allow to include TRT
integration
> > > with v1.3
> > > > > to
> > > > > > >>> enable users to try TRT with MXNet, minimize the risk
and
> > > avoid
> > > > > > breaking
> > > > > > >>> API change.
> > > > > > >>> To accommodate the change the request is to delay RC for
> a
> > > few
> > > > days.
> > > > > > >>>
> > > > > > >>> Regards,
> > > > > > >>> Steffen
> > > > > > >>>
> > > > > > >>> On Tue, Jul 31, 2018 at 5:08 PM Roshani Nagmote <
> > > > > > >> roshaninagmo...@gmail.com
> > > > > > >>>>
> > > > > > >>> wrote:
> > > > > > >>>
> > > > > > >>>> Hi,
> > > > > > >>>>
> > > > > > >>>> I have created a wiki for tracking MXNet 1.3 release
> with
> > > the
> > > > > > timeline.
> > > > > > >>>> Please take a look here:
> > > > > > >>>>
> > > > > > >>>>
> > > > > > >>>
> > > > > > >>
> > > > > >
> > > > >
> > > >
> > >
> >
>
https://cwiki.apache.org/confluence/display/MXNET/Apache+MXNet+%28incubating%29+1.3.0+Release+Status
> > > > > > >>>>
> > > > > > >>>> I am still waiting for following 2 PRs to get merged:
> > > > > > >>>> TRT integration:
> > > > > https://github.com/apache/incubator-mxnet/pull/11325
> > > > > > >>>> Gluon RNN:
> > > https://github.com/apache/incubator-mxnet/pull/11482
> > > > > > >>>>
> > > > > > >>>> *Code freeze date is 08/02(Thursday).* Kindly try to
> > > complete
> > > > > ongoing
> > > > > > >>> work
> > > > > > >>>> and get these PRs merged.
> > > > > > >>>>
> > > > > > >>>> Thanks,
> > > > > > >>>> Roshani
> > > > > > >>>>
> > > > > > >>>>
> > > > > > >>>>
> > > > > > >>>> On Mon, Jul 30, 2018 at 1:02 PM Roshani Nagmote <
> > > > > > >>> roshaninagmo...@gmail.com
> > > > > > >>>>>
> > > > > > >>>> wrote:
> > > > > > >>>>
> > > > > > >>>>> Hi all,
> > > > > > >>>>>
> > > > > > >>>>> Here is an update on MXNet 1.3 release:
> > > > > > >>>>> I am still waiting for following PRs to get merged:
> > > > > > >>>>>
> > > > > > >>>>> TRT integration:
> > > > > > >> https://github.com/apache/incubator-mxnet/pull/11325
> > > > > > >>>>> Gluon RNN:
> > > https://github.com/apache/incubator-mxnet/pull/11482
> > > > > > >>>>> Scala examples:
> > > > > > >>>>>
> > > > > > >>>>> https://github.com/apache/incubator-mxnet/pull/11753
> > > > > > >>>>>
> > > > > > >>>>> https://github.com/apache/incubator-mxnet/pull/11621
> > > > > > >>>>>
> > > > > > >>>>> *New code freeze date is: 08/03* Please try to get
> your
> > > ongoing
> > > > > PRs
> > > > > > >>>>> merged by then.
> > > > > > >>>>>
> > > > > > >>>>> @Pedro, I didn't include your PRs in tracking list as
> you
> > > said
> > > > > those
> > > > > > >>> are
> > > > > > >>>>> not critical for now. Please let me know if those
needs
> > to
> > > be
> > > > > > >> included.
> > > > > > >>>>> https://github.com/apache/incubator-mxnet/pull/11636
> > > > > > >>>>> https://github.com/apache/incubator-mxnet/pull/11562
> > > > > > >>>>>
> > > > > > >>>>> I also have updated project proposal cwiki page to
> update
> > > the
> > > > > status
> > > > > > >> of
> > > > > > >>>>> PRs.
> > > > > > >>>>> <
> > > > > > >>>>
> > > > > > >>>
> > > > > > >>
> > > > > >
> > > > >
> > > >
> > >
> >
>
https://cwiki.apache.org/confluence/display/MXNET/Project+Proposals+for+next+MXNet+Release
> > > > > > >>>>>
> > > > > > >>>>>
> > > > > > >>>>> Please let me know if I am missing something.
> > > > > > >>>>>
> > > > > > >>>>> Thanks,
> > > > > > >>>>> Roshani
> > > > > > >>>>>
> > > > > > >>>>>
> > > > > > >>>>> On Thu, Jul 26, 2018 at 1:34 PM Pedro Larroy <
> > > > > > >>>> pedro.larroy.li...@gmail.com>
> > > > > > >>>>> wrote:
> > > > > > >>>>>
> > > > > > >>>>>> I would like to get these PR merged:
> > > > > > >>>>>>
> > > > > > >>>>>> https://github.com/apache/incubator-mxnet/pull/11636
> > > > > > >>>>>> https://github.com/apache/incubator-mxnet/pull/11562
> > > > > > >>>>>>
> > > > > > >>>>>> How much longer until the code freeze?
> > > > > > >>>>>>
> > > > > > >>>>>> On Thu, Jul 26, 2018 at 1:44 AM Roshani Nagmote <
> > > > > > >>>>>> roshaninagmo...@gmail.com>
> > > > > > >>>>>> wrote:
> > > > > > >>>>>>
> > > > > > >>>>>>> Hi all,
> > > > > > >>>>>>>
> > > > > > >>>>>>> PRs waiting to be merged for 1.3 release:
> > > > > > >>>>>>> https://github.com/apache/incubator-mxnet/pull/11325
> > > > > > >>>>>>>
> > > > > > >>>>>>> Are there any other PRs waiting to get merged?
Please
> > > let me
> > > > > know.
> > > > > > >>>>>>>
> > > > > > >>>>>>> Release blocker issue:
> > > > > > >>>>>>>
> https://github.com/apache/incubator-mxnet/issues/11853
> > > > > > >>>>>>>
> > > > > > >>>>>>> @Marco, @Kellen, Thanks for bringing up the
important
> > > topic. I
> > > > > > >> agree
> > > > > > >>>>>> with
> > > > > > >>>>>>> you and we(internal Amazon team) will be working on
> > > fixing the
> > > > > > >>>> disabled
> > > > > > >>>>>>> tests.
> > > > > > >>>>>>> Currently, my colleague, Hao Jin is working on
> > compiling
> > > the
> > > > list
> > > > > > >> of
> > > > > > >>>>>>> disabled tests and leading the effort to fix them in
> > the
> > > next
> > > > few
> > > > > > >>>> days.
> > > > > > >>>>>>>
> > > > > > >>>>>>> Thanks,
> > > > > > >>>>>>> Roshani
> > > > > > >>>>>>>
> > > > > > >>>>>>> On Mon, Jul 23, 2018 at 6:39 PM kellen sunderland <
> > > > > > >>>>>>> kellen.sunderl...@gmail.com> wrote:
> > > > > > >>>>>>>
> > > > > > >>>>>>>> Thanks again for organizing Roshani. I believe the
> > > TensorRT
> > > > > > >> work
> > > > > > >>> is
> > > > > > >>>>>>> ready
> > > > > > >>>>>>>> for a merge. Thanks to Marek and all the NVIDIA
> > people
> > > for
> > > > > > >>>> iterating
> > > > > > >>>>>> on
> > > > > > >>>>>>>> it. If possible could a committer review, make
sure
> > it
> > > meets
> > > > > > >>> their
> > > > > > >>>>>>>> expectations and then merge? PR is here:
> > > > > > >>>>>>>>
> https://github.com/apache/incubator-mxnet/pull/11325
> > > > > > >>>>>>>>
> > > > > > >>>>>>>> To Marco's point. I'd recommend we review some of
> > those
> > > > > > >> disabled
> > > > > > >>>>>> tests
> > > > > > >>>>>>> and
> > > > > > >>>>>>>> see how likely they are to affect users before we
> cut
> > a
> > > > release.
> > > > > > >>>>>> Many of
> > > > > > >>>>>>>> them are obviously not too important from a user's
> > > point of
> > > > view
> > > > > > >>>> (e.g.
> > > > > > >>>>>>>> downloading a sometimes-offline image in a test).
> One
> > > idea
> > > > > > >> would
> > > > > > >>> be
> > > > > > >>>>>> to
> > > > > > >>>>>>> try
> > > > > > >>>>>>>> and address as many of the customer impacting
issues
> > as
> > > > possible
> > > > > > >>>>>> between
> > > > > > >>>>>>>> code freeze and the RC0 vote.
> > > > > > >>>>>>>>
> > > > > > >>>>>>>> On Mon, Jul 23, 2018 at 1:23 PM Marco de Abreu
> > > > > > >>>>>>>> <marco.g.ab...@googlemail.com.invalid> wrote:
> > > > > > >>>>>>>>
> > > > > > >>>>>>>>> Hello Roshani,
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>> frequent releases are good and I'm supportive for
> > this
> > > in
> > > > > > >>> general
> > > > > > >>>> in
> > > > > > >>>>>>>> order
> > > > > > >>>>>>>>> to provide our users with the latest features and
> > > > > > >> improvements.
> > > > > > >>>> But
> > > > > > >>>>>> at
> > > > > > >>>>>>>> the
> > > > > > >>>>>>>>> moment, I'm slightly concerned about the test
> > coverage
> > > due to
> > > > > > >>>> [1]. I
> > > > > > >>>>>>> want
> > > > > > >>>>>>>>> us to be conscious about cutting a release even
> > though
> > > not
> > > > all
> > > > > > >>>> tests
> > > > > > >>>>>>> are
> > > > > > >>>>>>>>> enabled (29 disabled tests [2] as of today).
> > However, I
> > > > > > >>>> acknowledge
> > > > > > >>>>>>> that
> > > > > > >>>>>>>> we
> > > > > > >>>>>>>>> have improved by a lot lately thanks to everybody
> > > > > > >> participating
> > > > > > >>>> and
> > > > > > >>>>>>>> leading
> > > > > > >>>>>>>>> the efforts around improving flaky tests. From a
> > > > retrospective
> > > > > > >>>>>> point of
> > > > > > >>>>>>>>> view, we could say that these efforts have
actually
> > > revealed
> > > > > > >>> some
> > > > > > >>>>>> quite
> > > > > > >>>>>>>>> interesting bugs and thus the time was well spent
> and
> > > yielded
> > > > > > >>> good
> > > > > > >>>>>>>> results.
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>> What does the community think about making another
> > > sprint of
> > > > > > >>>>>>> improvements
> > > > > > >>>>>>>>> around tests followed up by a period of 1-2 weeks
> > > during
> > > > which
> > > > > > >>> we
> > > > > > >>>>>>> observe
> > > > > > >>>>>>>>> the failures closely to ensure that no critical
> paths
> > > are
> > > > > > >>>> impacted?
> > > > > > >>>>>> If
> > > > > > >>>>>>> we
> > > > > > >>>>>>>>> are in a good shape by then, we could continue the
> > > release
> > > > > > >>> process
> > > > > > >>>>>> and
> > > > > > >>>>>>> at
> > > > > > >>>>>>>>> the same time have the advantage of giving
> > > contributors more
> > > > > > >>> lead
> > > > > > >>>>>> time
> > > > > > >>>>>>> to
> > > > > > >>>>>>>>> finish their work to ensure it gets into the
> release
> > > in the
> > > > > > >>>> desired
> > > > > > >>>>>>>>> quality.
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>> Again, thanks to everybody for their efforts
during
> > > the last
> > > > > > >>> weeks
> > > > > > >>>>>> to
> > > > > > >>>>>>>>> improve the usability and stability of MXNet. This
> is
> > > great
> > > > > > >>>>>> community
> > > > > > >>>>>>>>> effort and a good example of a community working
> > > together
> > > > > > >>> towards
> > > > > > >>>> a
> > > > > > >>>>>>>> unified
> > > > > > >>>>>>>>> goal!
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>> Best regards,
> > > > > > >>>>>>>>> Marco
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>> [1]:
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>
> > > > > > >>>>>>>
> > > > > > >>>>>>
> > > > > > >>>>
> > > > > > >>>
> > > > > > >>
> > > > > >
> > > > >
> > > >
> > >
> >
>
https://lists.apache.org/thread.html/d6d81401de796a96677a112d6cd0b074b01f46564194ea89b86c6a3e@%3Cdev.mxnet.apache.org%3E
> > > > > > >>>>>>>>> [2]:
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>
> > > > > > >>>>>>>
> > > > > > >>>>>>
> > > > > > >>>>
> > > > > > >>>
> > > > > > >>
> > > > > >
> > > > >
> > > >
> > >
> >
>
https://github.com/apache/incubator-mxnet/issues?q=is%3Aopen+is%3Aissue+label%3A%22Disabled+test%22
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>> On Mon, Jul 23, 2018 at 8:34 PM Roshani Nagmote <
> > > > > > >>>>>>>> roshaninagmo...@gmail.com
> > > > > > >>>>>>>>>>
> > > > > > >>>>>>>>> wrote:
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>>> Hi all,
> > > > > > >>>>>>>>>>
> > > > > > >>>>>>>>>> As mentioned before, code freeze date is today
> July
> > > 23rd.
> > > > > > >>> Please
> > > > > > >>>>>> try
> > > > > > >>>>>>> to
> > > > > > >>>>>>>>> get
> > > > > > >>>>>>>>>> your ongoing PRs merged by today.
> > > > > > >>>>>>>>>> Please let me know if there are any concerns or
> need
> > > more
> > > > > > >>> time.
> > > > > > >>>>>>>>>>
> > > > > > >>>>>>>>>> Thanks,
> > > > > > >>>>>>>>>> Roshani
> > > > > > >>>>>>>>>>
> > > > > > >>>>>>>>>> On Thu, Jul 19, 2018 at 1:16 PM Anirudh Acharya <
> > > > > > >>>>>>> anirudhk...@gmail.com
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>>> wrote:
> > > > > > >>>>>>>>>>
> > > > > > >>>>>>>>>>> @sandeep krishnamurthy <
> > sandeep.krishn...@gmail.com>
> > > the
> > > > > > >>> bug
> > > > > > >>>>>> fixes
> > > > > > >>>>>>>> in
> > > > > > >>>>>>>>>> the
> > > > > > >>>>>>>>>>> R-package is something we have just begun, there
> > > will not
> > > > > > >> be
> > > > > > >>>>>>> anything
> > > > > > >>>>>>>>>>> significant to announce before the v1.3 code
> > freeze.
> > > > > > >>>>>>>>>>>
> > > > > > >>>>>>>>>>> On Wed, Jul 18, 2018 at 10:08 PM Steffen Rochel
<
> > > > > > >>>>>>>>> steffenroc...@gmail.com
> > > > > > >>>>>>>>>>>
> > > > > > >>>>>>>>>>> wrote:
> > > > > > >>>>>>>>>>>
> > > > > > >>>>>>>>>>>> To make it easier to find the discussions
> related
> > to
> > > > > > >>> project
> > > > > > >>>>>>>>> proposals
> > > > > > >>>>>>>>>> I
> > > > > > >>>>>>>>>>>> added a column with a link to the thread on
dev@
> > > for
> > > > > > >> most
> > > > > > >>>>>>>> projects.
> > > > > > >>>>>>>>>>>> Appreciate for the project owners to fill in
the
> > > blanks
> > > > > > >>> and
> > > > > > >>>> to
> > > > > > >>>>>>>> check
> > > > > > >>>>>>>>>>> that I
> > > > > > >>>>>>>>>>>> got the right threads.
> > > > > > >>>>>>>>>>>>
> > > > > > >>>>>>>>>>>> Regards,
> > > > > > >>>>>>>>>>>> Steffen
> > > > > > >>>>>>>>>>>>
> > > > > > >>>>>>>>>>>> On Wed, Jul 18, 2018 at 7:11 PM Roshani Nagmote
> <
> > > > > > >>>>>>>>>>> roshaninagmo...@gmail.com
> > > > > > >>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>> wrote:
> > > > > > >>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>> Hi Kellen,
> > > > > > >>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>> Sure. I will update the notes with the
> > information.
> > > > > > >>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>> Thanks,
> > > > > > >>>>>>>>>>>>> Roshani
> > > > > > >>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>> On Wed, Jul 18, 2018 at 3:01 PM kellen
> > sunderland <
> > > > > > >>>>>>>>>>>>> kellen.sunderl...@gmail.com> wrote:
> > > > > > >>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>> Hey Roshani,
> > > > > > >>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>> Would you be able to add 'TensorRT Runtime
> > > > > > >>> Integration'
> > > > > > >>>> to
> > > > > > >>>>>>> the
> > > > > > >>>>>>>>> list
> > > > > > >>>>>>>>>>> of
> > > > > > >>>>>>>>>>>>>> upcoming features? We'll target getting the
> > > release
> > > > > > >>> in
> > > > > > >>>>>> and
> > > > > > >>>>>>>>>> polished
> > > > > > >>>>>>>>>>> by
> > > > > > >>>>>>>>>>>>> the
> > > > > > >>>>>>>>>>>>>> 23rd. Design proposal is here:
> > > > > > >>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>
> > > > > > >>>>>>>>>>>
> > > > > > >>>>>>>>>>
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>
> > > > > > >>>>>>>
> > > > > > >>>>>>
> > > > > > >>>>
> > > > > > >>>
> > > > > > >>
> > > > > >
> > > > >
> > > >
> > >
> >
>
https://cwiki.apache.org/confluence/display/MXNET/Runtime+Integration+with+TensorRT
> > > > > > >>>>>>>>>>>>>> and the lead contributor is Marek Kolodziej.
> > > > > > >>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>> -Kellen
> > > > > > >>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>> On Wed, Jul 18, 2018 at 8:32 PM Roshani
> Nagmote
> > <
> > > > > > >>>>>>>>>>>>> roshaninagmo...@gmail.com
> > > > > > >>>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>> wrote:
> > > > > > >>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>>> Hi All,
> > > > > > >>>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>>> I am starting the process to prepare for
> Apache
> > > > > > >>> MXNet
> > > > > > >>>>>>>>>> (incubating)
> > > > > > >>>>>>>>>>>> 1.3
> > > > > > >>>>>>>>>>>>>>> Release. Please find project proposal draft
> for
> > > > > > >> this
> > > > > > >>>>>>> release
> > > > > > >>>>>>>>>> here:
> > > > > > >>>>>>>>>>>>>>> <*
> > > > > > >>>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>
> > > > > > >>>>>>>>>>>
> > > > > > >>>>>>>>>>
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>
> > > > > > >>>>>>>
> > > > > > >>>>>>
> > > > > > >>>>
> > > > > > >>>
> > > > > > >>
> > > > > >
> > > > >
> > > >
> > >
> >
>
https://cwiki.apache.org/confluence/display/MXNET/Project+Proposals+for+next+MXNet+Release
> > > > > > >>>>>>>>>>>>>>> <
> > > > > > >>>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>
> > > > > > >>>>>>>>>>>
> > > > > > >>>>>>>>>>
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>
> > > > > > >>>>>>>
> > > > > > >>>>>>
> > > > > > >>>>
> > > > > > >>>
> > > > > > >>
> > > > > >
> > > > >
> > > >
> > >
> >
>
https://cwiki.apache.org/confluence/display/MXNET/Project+Proposals+for+next+MXNet+Release
> > > > > > >>>>>>>>>>>>>>>> *
> > > > > > >>>>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>>> Target feature freeze date is July 23rd. A
> > > release
> > > > > > >>>>>>> candidate
> > > > > > >>>>>>>>> will
> > > > > > >>>>>>>>>>> be
> > > > > > >>>>>>>>>>>>> cut
> > > > > > >>>>>>>>>>>>>>> around Monday, August 6th and voting will
> > > commence
> > > > > > >>>> from
> > > > > > >>>>>>> then
> > > > > > >>>>>>>>>> until
> > > > > > >>>>>>>>>>>>>>> Thursday, August 9th. If you have any
> > additional
> > > > > > >>>>>> features
> > > > > > >>>>>>> in
> > > > > > >>>>>>>>>>> progress
> > > > > > >>>>>>>>>>>>> and
> > > > > > >>>>>>>>>>>>>>> would like to include it in this release,
> > please
> > > > > > >>> make
> > > > > > >>>>>> sure
> > > > > > >>>>>>> to
> > > > > > >>>>>>>>>>> comment
> > > > > > >>>>>>>>>>>>> so
> > > > > > >>>>>>>>>>>>>> I
> > > > > > >>>>>>>>>>>>>>> can update the release notes.
> > > > > > >>>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>>> Feel free to add any other
> > comments/suggestions.
> > > > > > >>>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>>> Thanks,
> > > > > > >>>>>>>>>>>>>>> Roshani
> > > > > > >>>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>>
> > > > > > >>>>>>>>>>>>
> > > > > > >>>>>>>>>>>
> > > > > > >>>>>>>>>>
> > > > > > >>>>>>>>>
> > > > > > >>>>>>>>
> > > > > > >>>>>>>
> > > > > > >>>>>>
> > > > > > >>>>>
> > > > > > >>>>
> > > > > > >>>
> > > > > > >>
> > > > > >
> > > > > >
> > > > >
> > > >
> > >
> > >
> > >
> > >
> >
>
