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Posted to user@spark.apache.org by Jason Dai <ja...@gmail.com> on 2020/01/20 23:52:36 UTC
[Announcement] Analytics Zoo 0.7.0 release
Hi all,
We are happy to announce the 0.7.0 release of Analytics Zoo
<https://github.com/intel-analytics/analytics-zoo/>, a unified Data
Analytics and AI platform for *distributed TensorFlow, Keras, PyTorch,
BigDL, Apache Spark/Flink and Ray. S*ome of the notable new features in
this release are:
- *Cluster Serving*, which provides automatically distributed (*TensorFlow,
PyTorch, Caffe, BigDL and OpenVINO*) model serving across (*YARN or K8s*)
clusters with a simple pub/sub API; for more details, please refer to
here
<https://analytics-zoo.github.io/0.7.0/#ClusterServingGuide/ProgrammingGuide/>
.
- Improvements to tfpark
<https://analytics-zoo.github.io/0.7.0/#ProgrammingGuide/tensorflow/>(distributed
TensorFlow on Spark), including GAN
<https://github.com/intel-analytics/analytics-zoo/blob/branch-0.7/pyzoo/zoo/examples/tensorflow/tfpark/README.md#run-the-gan-example-after-pip-install>support,
TensorFlow 1.5 support, and various improvements to TFDataSet APIs, etc.
- Improved distributed PyTorch
<https://analytics-zoo.github.io/0.7.0/#ProgrammingGuide/pytorch/>training
on Spark, improved support for running Analytics Zoo on K8s and
Databricks
<https://github.com/intel-analytics/analytics-zoo/blob/branch-0.7/docs/docs/PlatformGuide/AnalyticsZoo-on-Databricks.md>,
BigDL 0.10.0 support, etc.
For more details, you may refer to the project website at
https://github.com/intel-analytics/analytics-zoo/
Thanks,
-Jason
Re: [Announcement] Analytics Zoo 0.7.0 release
Posted by Jason Dai <ja...@gmail.com>.
Fixed one typo below: should be TensorFlow 1.15 support in tfpark :-)
On Tue, Jan 21, 2020 at 7:52 AM Jason Dai <ja...@gmail.com> wrote:
> Hi all,
>
>
>
> We are happy to announce the 0.7.0 release of Analytics Zoo
> <https://github.com/intel-analytics/analytics-zoo/>, a unified Data
> Analytics and AI platform for *distributed TensorFlow, Keras, PyTorch,
> BigDL, Apache Spark/Flink and Ray. S*ome of the notable new features in
> this release are:
>
>
>
> - *Cluster Serving*, which provides automatically distributed (*TensorFlow,
> PyTorch, Caffe, BigDL and OpenVINO*) model serving across (*YARN or
> K8s*) clusters with a simple pub/sub API; for more details, please
> refer to here
> <https://analytics-zoo.github.io/0.7.0/#ClusterServingGuide/ProgrammingGuide/>
> .
>
>
> - Improvements to tfpark
> <https://analytics-zoo.github.io/0.7.0/#ProgrammingGuide/tensorflow/>(distributed
> TensorFlow on Spark), including GAN
> <https://github.com/intel-analytics/analytics-zoo/blob/branch-0.7/pyzoo/zoo/examples/tensorflow/tfpark/README.md#run-the-gan-example-after-pip-install>support,
> TensorFlow *1.15* support, and various improvements to TFDataSet APIs,
> etc.
>
>
> - Improved distributed PyTorch
> <https://analytics-zoo.github.io/0.7.0/#ProgrammingGuide/pytorch/>training
> on Spark, improved support for running Analytics Zoo on K8s and
> Databricks
> <https://github.com/intel-analytics/analytics-zoo/blob/branch-0.7/docs/docs/PlatformGuide/AnalyticsZoo-on-Databricks.md>,
> BigDL 0.10.0 support, etc.
>
>
> For more details, you may refer to the project website at
> https://github.com/intel-analytics/analytics-zoo/
>
>
> Thanks,
>
> -Jason
>