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Posted to user@flink.apache.org by Jason Dai <ja...@gmail.com> on 2021/04/28 14:47:53 UTC
Fwd: [Announcement] Analytics Zoo 0.10.0 release
Hi Everyone,
I’m happy to announce the 0.10.0 release
<https://github.com/intel-analytics/analytics-zoo/releases/tag/v0.10.0> for
Analytics Zoo (distributed TensorFlow and PyTorch on Apache Spark/Flink &
Ray); the highlights of this release include:
- A re-designed document website <https://analytics-zoo.readthedocs.io/>
for the following improvements:
- Orca
<https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Orca/Overview/orca.html>
(simplified APIs for running distributed TF, PyTorch, BigDL and
OpenVINO on
Spark/Ray)
- RayOnSpark
<https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Ray/Overview/ray.html>
(running Ray program inline with the Spark code)
- Spark ML
<https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/nnframes.html>
pipeline and Keras-like
<https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/keras-api.html>
APIs for BigDL
- Zouwu
<https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Zouwu/Overview/zouwu.html>
(time series framework with AutoML)
- Ready-to-run colab notebooks
<https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UserGuide/notebooks.html>
(for Orca, RayOnSpark, Zouwu, etc.)
- Experimental PPML
<https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/PPML/Overview/ppml.html>
support for Privacy Preserving Big Data AI
- Running unmodified Apache Spark/Flink and TF/PyTorch/BigDL/OpenVINO
in a secure fashion on cloud
Thanks,
-Jason
Re: [Announcement] Analytics Zoo 0.10.0 release
Posted by Jason Dai <ja...@gmail.com>.
Please See the following:
1) Analytics Zoo* PPML *supports running unmodified Flink programs in a
secure fashion on an untrusted cloud (
https://analytics-zoo.readthedocs.io/en/latest/doc/PPML/Overview/ppml.html#trusted-realtime-compute-and-ml
)
2) Analytics Zoo *Cluster Serving* supports distributed real-time DL
(TensorFlow, PyTorch, BigDL, OpenVINO, etc.) model serving on Flink (see
https://analytics-zoo.github.io/master/#ClusterServingGuide/ProgrammingGuide/
- we are yet to migrate this page to the new document website).
Thanks,
-Jason
On Wed, Apr 28, 2021 at 11:27 PM Yik San Chan <ev...@gmail.com>
wrote:
> Hi Jason,
>
> Thanks for sharing. I look up the term "Flink" on
> https://analytics-zoo.readthedocs.io/en/latest/ but it doesn't even
> exist. Do you mind sharing how does it relate to Flink users?
>
> Best,
> Yik San
>
> On Wed, Apr 28, 2021 at 10:48 PM Jason Dai <ja...@gmail.com> wrote:
>
>> Hi Everyone,
>>
>>
>> I’m happy to announce the 0.10.0 release
>> <https://github.com/intel-analytics/analytics-zoo/releases/tag/v0.10.0>
>> for Analytics Zoo (distributed TensorFlow and PyTorch on Apache Spark/Flink
>> & Ray); the highlights of this release include:
>>
>> - A re-designed document website
>> <https://analytics-zoo.readthedocs.io/> for the following
>> improvements:
>> - Orca
>> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Orca/Overview/orca.html>
>> (simplified APIs for running distributed TF, PyTorch, BigDL and OpenVINO on
>> Spark/Ray)
>> - RayOnSpark
>> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Ray/Overview/ray.html>
>> (running Ray program inline with the Spark code)
>> - Spark ML
>> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/nnframes.html>
>> pipeline and Keras-like
>> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/keras-api.html>
>> APIs for BigDL
>> - Zouwu
>> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Zouwu/Overview/zouwu.html>
>> (time series framework with AutoML)
>> - Ready-to-run colab notebooks
>> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UserGuide/notebooks.html>
>> (for Orca, RayOnSpark, Zouwu, etc.)
>>
>>
>> - Experimental PPML
>> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/PPML/Overview/ppml.html>
>> support for Privacy Preserving Big Data AI
>> - Running unmodified Apache Spark/Flink and
>> TF/PyTorch/BigDL/OpenVINO in a secure fashion on cloud
>>
>>
>>
>> Thanks,
>>
>> -Jason
>>
>
Re: [Announcement] Analytics Zoo 0.10.0 release
Posted by Yik San Chan <ev...@gmail.com>.
Hi Jason,
Thanks for sharing. I look up the term "Flink" on
https://analytics-zoo.readthedocs.io/en/latest/ but it doesn't even exist.
Do you mind sharing how does it relate to Flink users?
Best,
Yik San
On Wed, Apr 28, 2021 at 10:48 PM Jason Dai <ja...@gmail.com> wrote:
> Hi Everyone,
>
>
> I’m happy to announce the 0.10.0 release
> <https://github.com/intel-analytics/analytics-zoo/releases/tag/v0.10.0>
> for Analytics Zoo (distributed TensorFlow and PyTorch on Apache Spark/Flink
> & Ray); the highlights of this release include:
>
> - A re-designed document website
> <https://analytics-zoo.readthedocs.io/> for the following improvements:
> - Orca
> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Orca/Overview/orca.html>
> (simplified APIs for running distributed TF, PyTorch, BigDL and OpenVINO on
> Spark/Ray)
> - RayOnSpark
> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Ray/Overview/ray.html>
> (running Ray program inline with the Spark code)
> - Spark ML
> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/nnframes.html>
> pipeline and Keras-like
> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UseCase/keras-api.html>
> APIs for BigDL
> - Zouwu
> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/Zouwu/Overview/zouwu.html>
> (time series framework with AutoML)
> - Ready-to-run colab notebooks
> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/UserGuide/notebooks.html>
> (for Orca, RayOnSpark, Zouwu, etc.)
>
>
> - Experimental PPML
> <https://analytics-zoo.readthedocs.io/en/v0.10.0/doc/PPML/Overview/ppml.html>
> support for Privacy Preserving Big Data AI
> - Running unmodified Apache Spark/Flink and
> TF/PyTorch/BigDL/OpenVINO in a secure fashion on cloud
>
>
>
> Thanks,
>
> -Jason
>