[Announcement] Analytics Zoo 0.7.0 release

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[Announcement] Analytics Zoo 0.7.0 release

Jason Dai

Hi all,

 

We are happy to announce the 0.7.0 release of Analytics Zoo, a unified Data Analytics and AI platform for distributed TensorFlow, Keras, PyTorch, BigDL, Apache Spark/Flink and Ray. Some 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.

  • Improvements to tfpark (distributed TensorFlow on Spark), including GAN support, TensorFlow 1.5 support, and various improvements to TFDataSet APIs, etc.

  • Improved distributed PyTorch training on Spark, improved support for running Analytics Zoo on K8s and Databricks, 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

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Re: [Announcement] Analytics Zoo 0.7.0 release

Jason Dai
Fixed one typo below: should be TensorFlow 1.15 support in tfpark :-)

On Tue, Jan 21, 2020 at 7:52 AM Jason Dai <[hidden email]> wrote:

Hi all,

 

We are happy to announce the 0.7.0 release of Analytics Zoo, a unified Data Analytics and AI platform for distributed TensorFlow, Keras, PyTorch, BigDL, Apache Spark/Flink and Ray. Some 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.

  • Improvements to tfpark (distributed TensorFlow on Spark), including GAN support, TensorFlow 1.15 support, and various improvements to TFDataSet APIs, etc.

  • Improved distributed PyTorch training on Spark, improved support for running Analytics Zoo on K8s and Databricks, 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