Great news!  Thanks for the efforts Roshani + Sheng.

On Thu, Aug 23, 2018 at 6:58 PM Roshani Nagmote <roshaninagmo...@gmail.com>
wrote:

> Release branch v1.3.x was cut yesterday night. Thanks, @Sheng for helping
> with this and merging a bunch of PRs. I will be running tests on the branch
> and move forward with the release steps now. :)
> Thanks,
> Roshani
>
> On Wed, Aug 22, 2018 at 11:12 AM Roshani Nagmote <
> roshaninagmo...@gmail.com>
> wrote:
>
> > Thanks Patric for reviewing the notes. Updated the doc with MKL-DNN
> points
> > you mentioned accordingly.
> >
> > Regards,
> > Roshani
> >
> > On Tue, Aug 21, 2018 at 8:03 PM Zhao, Patric <patric.z...@intel.com>
> > wrote:
> >
> >> Hi Roshani,
> >>
> >> Good notes :)
> >>
> >> Several items about the performance and MKL-DNN in the below, please
> help
> >> take a review.
> >>
> >> @Da, Alex, if anything about MKL-DNN is missed, feel free to add.
> >>
> >> *Performance improvement
> >> +Support for dot(dns, csr) = dns and dot(dns, csr.T) = dns on CPU
> >> https://github.com/apache/incubator-mxnet/pull/11113
> >> +Performance improvement for Batch Dot on CPU from mshadow
> >> https://github.com/dmlc/mshadow/pull/342
> >> -Fix the topk regression issue (#12197)
> >> This is the bugfix rather than performance improvements
> >>
> >>
> >> *MKL-DNN
> >> More functionality supports:
> >> +Support more activation functions, "sigmoid", "tanh", "softrelu"
> >> https://github.com/apache/incubator-mxnet/pull/10336
> >>
> >> Debugging functionality:
> >> +Result check
> >> https://github.com/apache/incubator-mxnet/pull/12069
> >> +Backend switch
> >> https://github.com/apache/incubator-mxnet/pull/12058
> >>
> >> Thanks,
> >>
> >> --Patric
> >>
> >> > -----Original Message-----
> >> > From: Roshani Nagmote [mailto:roshaninagmo...@gmail.com]
> >> > Sent: Wednesday, August 22, 2018 1:53 AM
> >> > To: dev@mxnet.incubator.apache.org
> >> > Subject: Re: Release plan - MXNET 1.3
> >> >
> >> > Hi,
> >> >
> >> > Thank you everyone for helping to clear release blockers. CI tests
> were
> >> failing
> >> > so we delayed RC by some time. But now the tests are passing and we
> are
> >> > ready to cut the release branch.
> >> >
> >> > I have drafted release notes here:
> >> > https://cwiki.apache.org/confluence/display/MXNET/Apache+MXNet+%28in
> >> > cubating%29+1.3.0+Release+Notes
> >> >
> >> >
> >> > Please take a look and update if I have missed anything. I will be
> >> cutting
> >> > RC0 tomorrow.
> >> >
> >> > Thanks,
> >> > Roshani
> >> >
> >> > On Thu, Aug 16, 2018 at 2:28 PM Roshani Nagmote
> >> > <roshaninagmo...@gmail.com>
> >> > wrote:
> >> >
> >> > > Sure will do. thanks.
> >> > >
> >> > > -Roshani
> >> > >
> >> > > On Thu, Aug 16, 2018 at 11:53 AM Afrooze, Sina <sina....@gmail.com>
> >> > wrote:
> >> > >
> >> > >> Hi Roshani - Can you please make sure that this fix (which is
> already
> >> > >> merged to master) is also merged to the stable branch for 1.3.0:
> >> > >> https://github.com/apache/incubator-mxnet/pull/11493 - Thanks,
> Sina
> >> > >>
> >> > >>
> >> > >> On 8/16/18, 10:51 AM, "Roshani Nagmote"
> >> > <roshaninagmo...@gmail.com>
> >> > >> wrote:
> >> > >>
> >> > >>     Hi all,
> >> > >>
> >> > >>     Release status:
> >> > >>
> >> > >>     Currently, for release 1.3.0 there are a couple of issues open
> >> > >> which needs
> >> > >>     to be resolved before cutting RC.
> >> > >>
> >> > >>     The current date we are looking at for cutting RC0 is
> >> 08/17(Friday).
> >> > >>
> >> > >>
> >> > >>
> >> > >>     Open issues which need to be looked at before cutting RC:
> >> > >>
> >> > >>        1. Topk regression issue
> >> > >>        <https://github.com/apache/incubator-mxnet/issues/12197> -
> >> > >> #12202 PR
> >> > >>        with fix <
> >> https://github.com/apache/incubator-mxnet/pull/12202>
> >> > >>        2. Excessive memory allocation issue
> >> > >>        <https://github.com/apache/incubator-mxnet/issues/12116> -
> >> > >> #12184 PR
> >> > >>        with fix <
> >> https://github.com/apache/incubator-mxnet/pull/12184>
> >> > >>        3. Test_io.test_csvIter breaks on CentOS
> >> > >>        <https://github.com/apache/incubator-mxnet/issues/12139> -
> >> > >> #12189 PR
> >> > >>        with fix
> >> > >> <https://github.com/apache/incubator-mxnet/pull/12189>
> >> > >>
> >> > >>
> >> > >>
> >> > >>     @committers, could you please help review these PRs and get
> them
> >> > >> merged?
> >> > >>
> >> > >>
> >> > >>
> >> > >>     Thanks,
> >> > >>
> >> > >>     Roshani
> >> > >>
> >> > >>     On Tue, Aug 14, 2018 at 12:46 PM Roshani Nagmote <
> >> > >> roshaninagmo...@gmail.com>
> >> > >>     wrote:
> >> > >>
> >> > >>     > Talked to the person who ran resnet50 benchmarks offline.
> Build
> >> > >> flag was
> >> > >>     > not properly set so there was a difference in performance
> >> > >> numbers observed.
> >> > >>     > There is no issue caught and he was able to get the same
> >> results as
> >> > >>     > mentioned here
> >> https://mxnet.incubator.apache.org/faq/perf.html
> >> > >>     > <
> >> https://mxnet.incubator.apache.org/faq/perf.html#scoring-results>
> >> > >>     >
> >> > >>     > We are good here.
> >> > >>     >
> >> > >>     > Thanks,
> >> > >>     > Roshani
> >> > >>     >
> >> > >>     > On Mon, Aug 13, 2018 at 4:08 PM Roshani Nagmote <
> >> > >> roshaninagmo...@gmail.com>
> >> > >>     > wrote:
> >> > >>     >
> >> > >>     >> Hi Dom,
> >> > >>     >>
> >> > >>     >> I verified resnet50 run on MXNet master branch. Checked on
> >> > >> single gpu
> >> > >>     >> machine. Numbers match. I didn't see any performance
> >> degradation.
> >> > >>     >>
> >> https://mxnet.incubator.apache.org/faq/perf.html#scoring-results
> >> > >>     >>
> >> > >>     >> Can you please give me more details on the instance type and
> >> > >> script you
> >> > >>     >> ran exactly so that I can try to reproduce it again?
> >> > >>     >>
> >> > >>     >> Thanks,
> >> > >>     >> Roshani
> >> > >>     >>
> >> > >>     >>
> >> > >>     >> On Mon, Aug 13, 2018 at 12:31 PM Roshani Nagmote <
> >> > >>     >> roshaninagmo...@gmail.com> wrote:
> >> > >>     >>
> >> > >>     >>> This is not a major feature. I meant other new feature
> >> > >> requests PR won't
> >> > >>     >>> be accepted in 1.3 release now.
> >> > >>     >>> Bug fixes will be accepted. I will be trying to reproduce
> the
> >> > >> regression
> >> > >>     >>> Dom mentioned today. :)
> >> > >>     >>>
> >> > >>     >>> Thanks,
> >> > >>     >>> Roshani
> >> > >>     >>>
> >> > >>     >>> On Mon, Aug 13, 2018 at 12:06 PM Naveen Swamy
> >> > >> <mnnav...@gmail.com
> >> > >> >
> >> > >>     >>> wrote:
> >> > >>     >>>
> >> > >>     >>>> Is this is a major feature? This is a regression that Dom
> is
> >> > >> reporting
> >> > >>     >>>> wrt
> >> > >>     >>>> to performance
> >> > >>     >>>>
> >> > >>     >>>> On Mon, Aug 13, 2018 at 11:38 AM, Roshani Nagmote <
> >> > >>     >>>> roshaninagmo...@gmail.com
> >> > >>     >>>> > wrote:
> >> > >>     >>>>
> >> > >>     >>>> > Thanks for reporting this issue Dom.
> >> > >>     >>>> > 08/10 (Frida)y was the major feature freeze date. We
> >> won't be
> >> > >>     >>>> accepting any
> >> > >>     >>>> > new features now for MXNet 1.3 release.
> >> > >>     >>>> > RC0 will be cut on 08/17(Friday).
> >> > >>     >>>> >
> >> > >>     >>>> > Will be verifying the performance degradation issue
> >> mentioned.
> >> > >>     >>>> >
> >> > >>     >>>> > Thanks,
> >> > >>     >>>> > Roshani
> >> > >>     >>>> >
> >> > >>     >>>> > On Mon, Aug 13, 2018 at 8:45 AM Divakaruni, Dominic
> >> > >>     >>>> > <ddiva...@amazon.com.invalid> wrote:
> >> > >>     >>>> >
> >> > >>     >>>> > > 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
> >> > >>     >>>> > >     > > >

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