Hi, In the operator tutorial( http://mxnet.incubator.apache.org/api/faq/add_op_in_backend), there are sections which do not render properly, for example - forward function, backward function and shape inference.
Thanks Anirudh On Wed, Sep 25, 2019 at 7:53 AM Aaron Markham <aaron.s.mark...@gmail.com> wrote: > I'm seeing GA code is -1 not -11 in the analytics admin console. 11 > was for beta.mxnet.io. > Either way, the Jekyll prod config file was missing the GA code, so I > added it with this PR: > https://github.com/apache/incubator-mxnet/pull/16271 > > Reindexing of the site is being tracked here: > https://issues.apache.org/jira/browse/INFRA-19144 > > .htaccess testing was hampered by it not working on staging. This was > tracked here, and it looks like infra just patched staging so we can > resume redirect testing: > https://issues.apache.org/jira/browse/INFRA-19075 > I have a CI pipeline for beta testing. If anyone wants to contribute > to working on the redirects, you can use this pipeline to publish to > the beta staging site. > http://jenkins.mxnet-ci.amazon-ml.com/job/restricted-website-publish-beta/ > I've distilled this information in this issue: > https://github.com/apache/incubator-mxnet/issues/16273 > I'd much rather have another contributor work on this since it will > teach testing changes on the website, testing CI deployments to > staging using your fork, previewing on staging, and finally deploying > it to prod. I'm happy to help & guide along the way. > > (echoing Thomas) Please be sure to raise new issues in the repo, so we > don't lose them in this thread. Also, more people can work on them. It > would great if others can jump in and get familiar with the new site > and start contributing patches. > > Cheers, > Aaron > > On Wed, Sep 25, 2019 at 3:15 AM Thomas DELTEIL > <thomas.delte...@gmail.com> wrote: > > > > @Philip Yes we're looking at link redirects for older links that might be > > hosted externally (using htaccess is my preferred way to handle it for > now > > as you sugested) and we'll use a broken link checker to update the links > > that are hosted internally. We'll update the 404 to add an explanation on > > the website update. Google indexes will slowly update across the week so > > the google search issues will be less of a problem. > > > > If you find any such links yourself, or missing tutorials, please > consider > > stepping up and helping fixing them. The more people get familiar with > the > > new website architecture, the least likely it is to fall in a state of > > stalled updates like the previous one. > > > > For the sphinx issues in the python mini-website, missing API classes, if > > anybody is familiar with it, I'd love for us to bring back the automatic > > doc generation for each package so at least we have a list of all > available > > classes in each sub package rather than relying on manual insertion of > each > > class, which is brittle and not future proof. @Lin, Haibin > > <haibi...@amazon.com> if you have experience with it, could we sync up > > offline on how you suggest to do that based on your gluon-nlp experience? > > > > @Marco, I'm currently traveling for ICDAR in Sydney, and Aaron is on PTO > in > > Europe, I'll try make time today to help with the fixes since it is > > impacting a lot of users. > > > > In the meanwhile, any help is appreciated, and more than the value of the > > fixes, let me repeat that there is tremendous value in having more people > > familiar with the website build pipelines. Aaron is the main owner for > the > > docs but he is already super busy with all his other responsibilities. > I'm > > available to help if anybody is stuck. I believe Aaron has updated the > > READMEs on how to test the websites locally, if they're not clear, feel > > free to contribute your own explanations or ask for help directly to me > by > > email or on the discuss forum. > > > > Good hunting! > > > > Thomas > > > > > > > > Le mer. 25 sept. 2019 à 10:10, Marco de Abreu <marco.g.ab...@gmail.com> > a > > écrit : > > > > > Good catch, Mu! Also good idea, Philip! > > > > > > Aaron and Thomas, are you going to work on this? > > > > > > -Marco > > > > > > On Wed, Sep 25, 2019 at 1:28 AM Mu Li <muli....@gmail.com> wrote: > > > > > > > The questions I found are: > > > > > > > > 1. Not ever page contains, especially the homepage > > > > > > > > > > > > http://mxnet.incubator.apache.org/api/python/docs/_static/google_analytics.js > > > > 2. The correct tracking id is UA-96378503-1 instead of > UA-96378503-11 in > > > > > > > > > > > > http://mxnet.incubator.apache.org/api/python/docs/_static/google_analytics.js > > > > > > > > On Tue, Sep 24, 2019 at 4:23 PM Mu Li <muli....@gmail.com> wrote: > > > > > > > > > I think the reason is that the google tracker is not included in > the > > > new > > > > > website. > > > > > > > > > > On Tue, Sep 24, 2019 at 4:17 PM Marco de Abreu < > > > marco.g.ab...@gmail.com> > > > > > wrote: > > > > > > > > > >> Hello, > > > > >> > > > > >> I checked the Google Analytics statistics and the launch of the > new > > > > >> website reduced the traffic by over 80%: > > > > >> > > > > >> [image: image.png] > > > > >> > > > > >> (Please let me know if the image is not visible) > > > > >> > > > > >> How shall we handle this? > > > > >> > > > > >> Best regards, > > > > >> Marco > > > > >> > > > > >> On Mon, Sep 23, 2019 at 7:30 AM Zhao, Patric < > patric.z...@intel.com> > > > > >> wrote: > > > > >> > > > > >>> For the install page [1], I suggest to add the selection of > backend > > > > >>> DeepNumpy [2] which will be more clean. > > > > >>> > > > > >>> [1] http://mxnet.incubator.apache.org/index.html > > > > >>> [2] https://numpy.mxnet.io/#installation > > > > >>> > > > > >>> > > > > >>> > > > > >>> > -----Original Message----- > > > > >>> > From: kellen sunderland <kellen.sunderl...@gmail.com> > > > > >>> > Sent: Monday, September 23, 2019 12:47 PM > > > > >>> > To: dev@mxnet.incubator.apache.org > > > > >>> > Subject: Re: new website, docs code freeze > > > > >>> > > > > > >>> > New site looks good. I do notice that a few tutorials from > the old > > > > >>> site are > > > > >>> > missing (for example the TensorRT tutorial). Any plans to > bring > > > them > > > > >>> back? > > > > >>> > > > > > >>> > On Sun, Sep 22, 2019 at 10:04 AM Haibin Lin < > > > > haibin.lin....@gmail.com> > > > > >>> > wrote: > > > > >>> > > > > > >>> > > Another issue I found with the current website: the Sphinx > object > > > > >>> > > inventory > > > > >>> > > <https://www.sphinx- > > > > >>> > doc.org/en/master/usage/extensions/intersphinx.htm > > > > >>> > > l> file https://mxnet.apache.org/objects.inv is missing. > > > GluonNLP > > > > >>> > > relies on this file to link document across projects. Shall > we > > > add > > > > it > > > > >>> > > back? > > > > >>> > > > > > > >>> > > Best, > > > > >>> > > Haibin > > > > >>> > > > > > > >>> > > On Sun, Sep 22, 2019 at 2:04 AM Lieven Govaerts < > l...@mobsol.be> > > > > >>> wrote: > > > > >>> > > > > > > >>> > > > Hi, > > > > >>> > > > > > > > >>> > > > > > > > >>> > > > On Sat, 21 Sep 2019 at 06:28, Thomas DELTEIL > > > > >>> > > > <thomas.delte...@gmail.com> > > > > >>> > > > wrote: > > > > >>> > > > > > > > >>> > > > > Thanks all for the feedback, > > > > >>> > > > > > > > > >>> > > > > We'll send an email next week with the list of missing > > > > features, > > > > >>> > > content > > > > >>> > > > > and bugs that we plan to fix. > > > > >>> > > > > We took the option of releasing early, with some features > > > > >>> missing, > > > > >>> > > rather > > > > >>> > > > > than trying to be at feature parity with the old website > > > before > > > > >>> > > launching > > > > >>> > > > > the website. > > > > >>> > > > > The reason why we decided to do that is two-fold: > > > > >>> > > > > - playing catch-up with docs in master introduce daily > > > > conflicts > > > > >>> > > > > that > > > > >>> > > > need > > > > >>> > > > > to be resolved and introduce opportunity for errors > > > > >>> > > > > - by releasing early, we can take advantage of the > community > > > > >>> > > > contributions > > > > >>> > > > > in modifying whatever the community feels like a better > way > > > of > > > > >>> > > > > doing things. > > > > >>> > > > > > > > > >>> > > > > One of the goals of the new website was to disentangle > the > > > main > > > > >>> > > website, > > > > >>> > > > > now called "static_site" to the auto-generated docs. Now > the > > > > >>> > > > > overall > > > > >>> > > site > > > > >>> > > > > is made of a main static site, with easy to modify > content > > > and > > > > >>> > > > > easy to understand architecture for anybody familiar with > > > basic > > > > >>> > > > > html, and a collection of mini-websites for each language > > > > >>> bindings > > > > >>> > > > > that can be > > > > >>> > > built > > > > >>> > > > in > > > > >>> > > > > isolation and that are self-contained. Actually the new > CI > > > jobs > > > > >>> > > > > builds > > > > >>> > > > all > > > > >>> > > > > of them in parallel independently. > > > > >>> > > > > > > > > >>> > > > > There is PLENTY of room for improvement, it would be > great if > > > > the > > > > >>> > > > community > > > > >>> > > > > can help contribute to bring the new website at the same > > > level > > > > of > > > > >>> > > content > > > > >>> > > > > richness as the old one, and then even further. > > > > >>> > > > > > > > > >>> > > > > Missing features: > > > > >>> > > > > - As pointed by Haibin, the API docs do not have the full > > > list > > > > of > > > > >>> > > > operators > > > > >>> > > > > and classes. There is a mix of auto-generated docs based > on > > > > >>> > > > > packages, > > > > >>> > > and > > > > >>> > > > > some docs that are spelled out manually to improve the > > > logical > > > > >>> > > > organization > > > > >>> > > > > of the package where there is a need. The drawback with > > > > manually > > > > >>> > > > > listed classes in a package is that it's very easy to > miss > > > > some. > > > > >>> > > > > If someone > > > > >>> > > > wanted > > > > >>> > > > > to build a sanity check that would automatically detect > which > > > > >>> > > > > classes > > > > >>> > > are > > > > >>> > > > > not in the documentation, or if someone knew how to > enable > > > that > > > > >>> > > > > with sphinx, that would be a great addition to the python > > > docs > > > > >>> > > > > - There is missing content in the python tutorials, and > the > > > > >>> > > > discoverability > > > > >>> > > > > could be improved. Some old tutorials have not been > migrated > > > > >>> just yet. > > > > >>> > > > > - The nightly tests on tutorials have been disabled for > now > > > > >>> > > > > - There is no "Download jupyter notebook" for tutorials > just > > > > yet. > > > > >>> > > > > - Non-python tutorials might benefit from a blurb > description > > > > and > > > > >>> > > > > a > > > > >>> > > > better > > > > >>> > > > > content organization. > > > > >>> > > > > - Python tutorials could be better organized, have a > picture > > > > >>> > > accompanying > > > > >>> > > > > their description > > > > >>> > > > > - There is no site-wide search, this is not an easy > problem > > > to > > > > >>> > > > > solve to > > > > >>> > > > be > > > > >>> > > > > fair given the static nature of the website, but maybe an > > > > >>> external > > > > >>> > > plugin > > > > >>> > > > > might be able to give a half-way solution > > > > >>> > > > > - There is no version selector for the docs > > > > >>> > > > > - There is bug in search box of the python docs, but > this is > > > > just > > > > >>> > > > > a > > > > >>> > > small > > > > >>> > > > > JS bug that can be fixed easily (on my list for next > week) > > > > >>> > > > > - Most old links have not had a redirect put in place. > > > > >>> > > > > > > > > >>> > > > > > > > > >>> > > > I noticed on the Ubuntu home page in the Developer dropdown > > > that > > > > >>> the > > > > >>> > > > link MXNet on Ubuntu > > > > >>> > > > <https://mxnet.incubator.apache.org/install/index.html > > > > >>> > > > >with > > > > >>> > > > Nvidia > > > > >>> > > > < > > > > >>> > > > > > > > >>> > > > > > > >>> > > > https://www.nvidia.com/en-us/data-center/gpu-accelerated-applications/ > > > > >>> > > mxnet/ > > > > >>> > > > > > > > > >>> > > > doesn't work anymore, it points to: > > > > >>> > > > https://mxnet.incubator.apache.org/install/index.html > > > > >>> > > > > > > > >>> > > > Also, on the MXNet 'getting started' page > > > > >>> > > > https://mxnet.incubator.apache.org/get_started , the link > > > > "Ubuntu > > > > >>> > > > Installation Guide" at the bottom doesn't work either, it > > > points > > > > >>> to: > > > > >>> > > > https://mxnet.incubator.apache.org/ubuntu_setup.html > > > > >>> > > > > > > > >>> > > > > > > > >>> > > > I suggest you do a scan of the new website to find these > > > dangling > > > > >>> links. > > > > >>> > > > > > > > >>> > > > regards, > > > > >>> > > > > > > > >>> > > > Lieven > > > > >>> > > > > > > > >>> > > > > > > > >>> > > > > > > > >>> > > > > We'll formalize this in github issues next week, but > they are > > > > all > > > > >>> > > fairly > > > > >>> > > > > small and helping out on these would be a great way of > > > > >>> > > > > familiarizing yourself with the new website build system > and > > > > >>> website > > > > >>> > architecture. > > > > >>> > > > > > > > > >>> > > > > Thanks all for the feedback, please keep it coming! > > > > >>> > > > > > > > > >>> > > > > Thomas Delteil > > > > >>> > > > > > > > > >>> > > > > Le sam. 21 sept. 2019 à 09:53, Haibin Lin > > > > >>> > > > > <haibin.lin....@gmail.com> a écrit : > > > > >>> > > > > > > > > >>> > > > > > It looks like my previous email did not go through. > > > > Re-sending: > > > > >>> > > > > > > > > > >>> > > > > > Hi Aaron, > > > > >>> > > > > > > > > > >>> > > > > > The website looks cool. Thanks for pushing this to > > > > production. > > > > >>> A > > > > >>> > > > > > few > > > > >>> > > > > > questions: > > > > >>> > > > > > > > > > >>> > > > > > - I was looking for the API doc for mx.sym.dot, but I > find > > > > that > > > > >>> > > > > > most operators under mx.sym.* are missing. Is this > > > expected? > > > > >>> > > > > > - I was also checking the search functionality, > searching > > > the > > > > >>> > > > > > keyword "ndarray" only returns one result > > > > >>> > > > > > "mxnet.ndarray.NDArray", which > > > > >>> > > > doesn't > > > > >>> > > > > > seem right. There animation keeps going (Searching. -> > > > > >>> > > > > > Searching.. -> Searching ...) and gives me an > impression > > > that > > > > >>> > > > > > the search is never completely done(?). > > > > >>> > > > > > > > > > >>> > > > > > Best, > > > > >>> > > > > > Haibin > > > > >>> > > > > > > > > > >>> > > > > > > > > > >>> > > > > > On Fri, Sep 20, 2019 at 4:50 PM Chaitanya Bapat < > > > > >>> > > chai.ba...@gmail.com> > > > > >>> > > > > > wrote: > > > > >>> > > > > > > > > > >>> > > > > > > Thanks Aaron and the team for launching new website! > > > > >>> > > > > > > > > > > >>> > > > > > > 1. There's no search button anywhere on the landing > page. > > > > >>> > > > > > > 2. I wasn't able to find FAQ (and without search > button I > > > > >>> dont > > > > >>> > > > > > > have > > > > >>> > > > > > option > > > > >>> > > > > > > but to go manually on each menu). Only when I go to > > > > >>> > > > > > > Docs&Tutorials > > > > >>> > > -> > > > > >>> > > > > FAQ > > > > >>> > > > > > > -> Extend and Cotribute (that I got what I wanted). > > > > >>> > > > > > > > > > > >>> > > > > > > Suggestions > > > > >>> > > > > > > Might want to make this searchable and pop FAQ on the > > > main > > > > >>> > > > > > > page (or somewhere prominent) > > > > >>> > > > > > > > > > > >>> > > > > > > Thanks, > > > > >>> > > > > > > Chai > > > > >>> > > > > > > > > > > >>> > > > > > > > > > > >>> > > > > > > On Fri, 20 Sep 2019 at 14:58, Przemysław Trędak < > > > > >>> > > ptre...@apache.org> > > > > >>> > > > > > > wrote: > > > > >>> > > > > > > > > > > >>> > > > > > > > There seems to be a problem with (at least Python, > did > > > > not > > > > >>> > > > > > > > check > > > > >>> > > > > > others) > > > > >>> > > > > > > > APIs. For example this page: > > > > >>> > > > > > > > > > > > >>> > > > > > > > > > > > >>> > > > > > > > > > > >>> > > > > > > > > > >>> > > > > > > > > >>> > > > > > > > >>> > > > > > > >>> > > > > > > https://mxnet.incubator.apache.org/api/python/docs/api/symbol/_autogen > > > > >>> > > /mxnet.symbol.Symbol.argmax.html > > > > >>> > > > > > > > > > > > >>> > > > > > > > says that it is a convenience method for argmax > (with a > > > > >>> > > > > > > > link), > > > > >>> > > but > > > > >>> > > > > > > > clicking that link just points to the same website > (and > > > > so > > > > >>> > > > > > > > user > > > > >>> > > has > > > > >>> > > > > no > > > > >>> > > > > > > way > > > > >>> > > > > > > > of getting to the docs of the actual operator). > > > > >>> > > > > > > > > > > > >>> > > > > > > > When I tried to manually remove Symbol from the > URL to > > > > get > > > > >>> > > > > > > > to mxnet.symbol.argmax.html, I got a "Not found" > > > webpage > > > > >>> > > > > > > > which I > > > > >>> > > guess > > > > >>> > > > > > also > > > > >>> > > > > > > > should not happen (ignoring the fact that this > should > > > > >>> exist, > > > > >>> > > going > > > > >>> > > > to > > > > >>> > > > > > > > random URL under the website should redirect to the > > > main > > > > >>> > > > > > > > page I > > > > >>> > > > > think). > > > > >>> > > > > > > > > > > > >>> > > > > > > > Przemek > > > > >>> > > > > > > > > > > > >>> > > > > > > > On 2019/09/20 16:41:28, Lin Yuan < > apefor...@gmail.com> > > > > >>> wrote: > > > > >>> > > > > > > > > Looks very neat. Thank you Aaron and many others > for > > > > >>> > > > > > > > > launching > > > > >>> > > > > this! > > > > >>> > > > > > > > > > > > > >>> > > > > > > > > On Fri, Sep 20, 2019 at 7:31 AM Carin Meier < > > > > >>> > > > carinme...@gmail.com> > > > > >>> > > > > > > > wrote: > > > > >>> > > > > > > > > > > > > >>> > > > > > > > > > Nice!!! Congrats everyone! > > > > >>> > > > > > > > > > > > > > >>> > > > > > > > > > On Fri, Sep 20, 2019 at 10:28 AM Aaron Markham > < > > > > >>> > > > > > > > aaron.s.mark...@gmail.com> > > > > >>> > > > > > > > > > wrote: > > > > >>> > > > > > > > > > > > > > >>> > > > > > > > > > > Alrighty! The new site is launched. You might > > > need > > > > to > > > > >>> > > > > > > > > > > clear > > > > >>> > > > > your > > > > >>> > > > > > > > cache. > > > > >>> > > > > > > > > > > > > > > >>> > > > > > > > > > > Cheers, > > > > >>> > > > > > > > > > > Aaron > > > > >>> > > > > > > > > > > > > > > >>> > > > > > > > > > > On Thu, Sep 19, 2019 at 3:33 PM Aaron > Markham < > > > > >>> > > > > > > > aaron.s.mark...@gmail.com > > > > >>> > > > > > > > > > > > > > > >>> > > > > > > > > > > wrote: > > > > >>> > > > > > > > > > > > > > > > >>> > > > > > > > > > > > Thanks everyone. The PRs passed CI, but > please > > > > >>> > > > > > > > > > > > continue > > > > >>> > > > > holding > > > > >>> > > > > > > > off on > > > > >>> > > > > > > > > > > > docs and CI edits. Unless there are any > > > > objections, > > > > >>> > > > > > > > > > > > I'd > > > > >>> > > > like > > > > >>> > > > > to > > > > >>> > > > > > > > launch > > > > >>> > > > > > > > > > > > the new website today. > > > > >>> > > > > > > > > > > > > > > > >>> > > > > > > > > > > > On Wed, Sep 18, 2019 at 7:46 AM Aaron > Markham < > > > > >>> > > > > > > > > > aaron.s.mark...@gmail.com> > > > > >>> > > > > > > > > > > wrote: > > > > >>> > > > > > > > > > > > > > > > > >>> > > > > > > > > > > > > Hi everyone, > > > > >>> > > > > > > > > > > > > The last two PRs [1][2] for the new > website > > > and > > > > >>> > > > > > > > > > > > > docs > > > > >>> > > have > > > > >>> > > > > > > passed > > > > >>> > > > > > > > CI > > > > >>> > > > > > > > > > > > > (finally). Please do not make changes to > > > /docs > > > > or > > > > >>> > > > > > > > > > > > > /ci > > > > >>> > > > until > > > > >>> > > > > > we > > > > >>> > > > > > > > get > > > > >>> > > > > > > > > > > > > these approved and merged. Every time > > > there's a > > > > >>> > > > > > > > > > > > > merge > > > > >>> > > > > > conflict > > > > >>> > > > > > > > it has > > > > >>> > > > > > > > > > > > > set us back a day or two while > shepherding > > > the > > > > >>> PRs > > > > >>> > > > through > > > > >>> > > > > CI > > > > >>> > > > > > > > again. > > > > >>> > > > > > > > > > > > > Unless there are catastrophic issues > > > discovered > > > > >>> in > > > > >>> > > > > > > > > > > > > a > > > > >>> > > > > review, > > > > >>> > > > > > I > > > > >>> > > > > > > > > > > > > recommend that we hold any patches or > updates > > > > to > > > > >>> > > > > > > > > > > > > the > > > > >>> > > PRs > > > > >>> > > > to > > > > >>> > > > > > > > follow-up > > > > >>> > > > > > > > > > > > > PRs. > > > > >>> > > > > > > > > > > > > > > > > >>> > > > > > > > > > > > > There are four steps to launch: > > > > >>> > > > > > > > > > > > > 1. Once the PRs are approved, the plan > is to > > > > >>> merge > > > > >>> > > 15885 > > > > >>> > > > to > > > > >>> > > > > > > > delete > > > > >>> > > > > > > > > > the > > > > >>> > > > > > > > > > > > > old content first. > > > > >>> > > > > > > > > > > > > 2. Then immediately merge 15883 to add > in the > > > > new > > > > >>> > > > > > > > > > > > > CI > > > > >>> > > > flows > > > > >>> > > > > > and > > > > >>> > > > > > > > > > updates > > > > >>> > > > > > > > > > > > > to the content Thomas and I have already > had > > > > >>> > > > > > > > > > > > > merged in > > > > >>> > > > > 15884 > > > > >>> > > > > > > [3]. > > > > >>> > > > > > > > > > > > > 3. I will change the website validation > > > Jenkins > > > > >>> > > pipeline > > > > >>> > > > to > > > > >>> > > > > > > > point to > > > > >>> > > > > > > > > > > > > the new pipeline. > > > > >>> > > > > > > > > > > > > 4. I will change the website publishing > > > Jenkins > > > > >>> > > pipeline > > > > >>> > > > to > > > > >>> > > > > > > > point to > > > > >>> > > > > > > > > > > > > its new pipeline as well. Once > triggered, the > > > > old > > > > >>> > > > > > > > > > > > > site > > > > >>> > > > will > > > > >>> > > > > > be > > > > >>> > > > > > > > > > > > > replaced with the new one. > > > > >>> > > > > > > > > > > > > > > > > >>> > > > > > > > > > > > > Post launch we'll need to update the DNS > for > > > > >>> > > > beta.mxnet.io > > > > >>> > > > > > to > > > > >>> > > > > > > > point > > > > >>> > > > > > > > > > to > > > > >>> > > > > > > > > > > > > production, and there will likely be some > > > > >>> > > > > redirect/.htaccess > > > > >>> > > > > > > > updates > > > > >>> > > > > > > > > > > > > needed next week to assist with any deep > > > > linking > > > > >>> > > > > > > > > > > > > and > > > > >>> > > 404 > > > > >>> > > > > > issues > > > > >>> > > > > > > > that > > > > >>> > > > > > > > > > > > > pop up. > > > > >>> > > > > > > > > > > > > > > > > >>> > > > > > > > > > > > > Cheers, > > > > >>> > > > > > > > > > > > > Aaron > > > > >>> > > > > > > > > > > > > > > > > >>> > > > > > > > > > > > > [1] > > > > >>> > > https://github.com/apache/incubator-mxnet/pull/15885 > > > > >>> > > > > > > > > > > > > [2] > > > > >>> > > https://github.com/apache/incubator-mxnet/pull/15883 > > > > >>> > > > > > > > > > > > > [3] > > > > >>> > > https://github.com/apache/incubator-mxnet/pull/15884 > > > > >>> > > > > > > > > > > > > > > >>> > > > > > > > > > > > > > >>> > > > > > > > > > > > > >>> > > > > > > > > > > > >>> > > > > > > > > > > >>> > > > > > > > > > > >>> > > > > > > -- > > > > >>> > > > > > > *Chaitanya Prakash Bapat* > > > > >>> > > > > > > *+1 (973) 953-6299* > > > > >>> > > > > > > > > > > >>> > > > > > > [image: https://www.linkedin.com//in/chaibapat25] > > > > >>> > > > > > > <https://github.com/ChaiBapchya>[image: > > > > >>> > > > > > https://www.facebook.com/chaibapat > > > > >>> > > > > > > ] > > > > >>> > > > > > > <https://www.facebook.com/chaibapchya>[image: > > > > >>> > > > > > > https://twitter.com/ChaiBapchya] > > > > >>> > > > > > ><https://twitter.com/ChaiBapchya > > > > >>> > > > > > >[image: > > > > >>> > > > > > > https://www.linkedin.com//in/chaibapat25] > > > > >>> > > > > > > <https://www.linkedin.com//in/chaibapchya/> > > > > >>> > > > > > > > > > > >>> > > > > > > > > > >>> > > > > > > > > >>> > > > > > > > >>> > > > > > > >>> > > > > >> > > > > > > > >
