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From kellen sunderland <kellen.sunderl...@gmail.com>
Subject Re: What's everyone working on?
Date Wed, 27 Sep 2017 14:19:48 GMT
Pedro and I are focusing on a few use cases involving mobile and IoT device
development.  At the moment we're trying to run machine translation and
object detection models on a Jetson TX2 with reasonable performance.  We'll
probably also look at a few different types of model compression at some
point as well.  I think we're also happy to chip in with bug fixes where we
can.

-Kellen

On Wed, Sep 27, 2017 at 3:58 PM, Dom Divakaruni <
dominic.divakaruni@gmail.com> wrote:

> A couple of us are working on sparse support. Bhavin or Haibin, can you
> fill in more detail?
>
> Regards,
> Dom
>
>
> > On Sep 26, 2017, at 4:35 PM, Nan Zhu <zhunanmcgill@gmail.com> wrote:
> >
> > I am essentially doing the same thing as in xgboost-spark
> >
> > DF based ML integration, etc.
> >
> > Get Outlook for iOS<https://aka.ms/o0ukef>
> > ________________________________
> > From: Naveen Swamy <mnnaveen@gmail.com>
> > Sent: Tuesday, September 26, 2017 4:20:25 PM
> > To: dev@mxnet.incubator.apache.org
> > Subject: Re: What's everyone working on?
> >
> > Hi Nan Zhu,
> >
> > Thanks for the update. Curious to know what part of mxnet-spark are you
> > working on?
> >
> > I am also evaluating the integration of MXNet with Spark, planning to
> start
> > with PySpark and also looking into spark-deep learning-pipelines
> > <https://github.com/databricks/spark-deep-learning>.
> >
> > Thanks, Naveen
> >
> >> On Tue, Sep 26, 2017 at 4:06 PM, Nan Zhu <zhunanmcgill@gmail.com>
> wrote:
> >>
> >> working on mxnet-spark, fixing some limitations in ps-lite....(busy for
> >> daily job in these days, should be back next week)
> >>
> >>> On Tue, Sep 26, 2017 at 10:13 AM, YiZhi Liu <javelinjs@gmail.com>
> wrote:
> >>>
> >>> Hi Dominic,
> >>>
> >>> I'm working on 0.11-snapshot and we will soon have one. While the
> >>> stable release will be after that we change package name from
> >>> 'ml.dmlc' to 'org.apache'.
> >>>
> >>> 2017-09-27 0:04 GMT+08:00 Dominic Divakaruni <
> >> dominic.divakaruni@gmail.com
> >>>> :
> >>>> That's great, YiZhi. Workday uses the Scala package and was looking
> >> for a
> >>>> maven distro for v0.11. When do you think you'll have one up?
> >>>>
> >>>> On Tue, Sep 26, 2017 at 8:58 AM, YiZhi Liu <javelinjs@gmail.com>
> >> wrote:
> >>>>
> >>>>> I'm currently working on maven deploy for scala package.
> >>>>>
> >>>>> 2017-09-26 16:00 GMT+08:00 Zihao Zheng <zihaolucky@gmail.com>:
> >>>>>> I’m working on standalone TensorBoard, https://github.com/dmlc/
> >>>>> tensorboard <https://github.com/dmlc/tensorboard>, currently
we’ve
> >>>>> support several features in original TensorBoard from TensorFlow
in
> >> pure
> >>>>> Python without any DL framework dependency.
> >>>>>>
> >>>>>> Recently I’m trying to bring more features to this standalone
> >> version,
> >>>>> but seems not very trivial as it depends on TensorFlow. Any advice
> are
> >>>>> welcomed and looking for help.
> >>>>>>
> >>>>>> Thanks,
> >>>>>> Zihao
> >>>>>>
> >>>>>>> 在 2017年9月26日,下午1:58,sandeep krishnamurthy
<
> >>> sandeep.krishna98@gmail.com>
> >>>>> 写道:
> >>>>>>>
> >>>>>>> I am currently working with Jiajie Chen (https://github.com/
> >>> jiajiechen/)
> >>>>> on
> >>>>>>> building an automated periodic benchmarking framework to
run
> >> various
> >>>>>>> standard MXNet training jobs with both Symbolic and Gluon
> >> interface.
> >>>>> This
> >>>>>>> framework will run following standard training jobs on a
nightly
> >> and
> >>>>> weekly
> >>>>>>> basis helping us to track performance improvements or regression
> >>> early
> >>>>> in
> >>>>>>> the development cycle of MXNet. Both CPU and GPU instances
are used
> >>>>>>> capturing various metrics like training accuracy, validation
> >>> accuracy,
> >>>>>>> convergence, memory consumption, speed.
> >>>>>>>
> >>>>>>> To start with, we will be running Resnet50, Resnet152 on
CIFAR and
> >>>>>>> Synthetic Dataset. And, few more RNN and Bidirectional LSTM
> >> training
> >>>>> jobs.
> >>>>>>>
> >>>>>>> Thanks,
> >>>>>>> Sandeep
> >>>>>>>
> >>>>>>>
> >>>>>>> On Mon, Sep 25, 2017 at 8:00 PM, Henri Yandell <bayard@apache.org>
> >>>>> wrote:
> >>>>>>>
> >>>>>>>> Getting an instance of github.com/amzn/oss-dashboard
setup for
> >>> mxnet.
> >>>>>>>>
> >>>>>>>> Hopefully useful to write custom metric analysis; like:
"most pull
> >>>>> requests
> >>>>>>>> from non-committer" and "PRs without committer comment".
> >>>>>>>>
> >>>>>>>> Hen
> >>>>>>>>
> >>>>>>>> On Mon, Sep 25, 2017 at 11:24 Seb Kiureghian <sebouhdk@gmail.com>
> >>>>> wrote:
> >>>>>>>>
> >>>>>>>>> Hey dev@,
> >>>>>>>>>
> >>>>>>>>> In the spirit of bringing more activity to the mailing
lists and
> >>>>> growing
> >>>>>>>>> the community, can everyone who is working on MXNet
please share
> >>> what
> >>>>>>>>> you're working on?
> >>>>>>>>>
> >>>>>>>>> I'm working on
> >>>>>>>>> -Redesigning the website
> >>>>>>>>> <https://mxnet.incubator.apache.org/versions/master/index.html>.
> >>>>>>>>> -Setting up a forum for user support.
> >>>>>>>>>
> >>>>>>>>> Seb Kiureghian
> >>>>>>>>>
> >>>>>>>>
> >>>>>>>
> >>>>>>>
> >>>>>>>
> >>>>>>> --
> >>>>>>> Sandeep Krishnamurthy
> >>>>>>
> >>>>>
> >>>>>
> >>>>>
> >>>>> --
> >>>>> Yizhi Liu
> >>>>> DMLC member
> >>>>> Technical Manager
> >>>>> Qihoo 360 Inc, Shanghai, China
> >>>>>
> >>>>
> >>>>
> >>>>
> >>>> --
> >>>>
> >>>>
> >>>> Dominic Divakaruni
> >>>> 206.475.9200 Cell
> >>>
> >>>
> >>>
> >>> --
> >>> Yizhi Liu
> >>> DMLC member
> >>> Technical Manager
> >>> Qihoo 360 Inc, Shanghai, China
> >>>
> >>
>

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