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From Apache Wiki <wikidi...@apache.org>
Subject [Incubator Wiki] Update of "June2016" by AnhDinh
Date Wed, 01 Jun 2016 13:24:36 GMT
Dear Wiki user,

You have subscribed to a wiki page or wiki category on "Incubator Wiki" for change notification.

The "June2016" page has been changed by AnhDinh:
https://wiki.apache.org/incubator/June2016?action=diff&rev1=30&rev2=31

Comment:
Added SINGA report

  
  Three most important issues to address in the move towards graduation:
  
-   1.
-   2.
-   3.
+   1. Grow the community. We anticipate stronger growth of the community when the upcoming,
major release (v1.0) is available. SINGA v1.0 will have new programming abstractions and be
able to run on heterogeneous hardware (e.g., using Cuda and OpenCL). It will also have improved
usability in terms of installation and training new models, etc (see details below).
+   2. Clean and improve existing documentations. We plan to replace the website template
with a better one.
+   3. Focus on Rafiki --- SINGA-based deep learning as a service.
  
  Any issues that the Incubator PMC (IPMC) or ASF Board wish/need to be
  aware of?
  
+   No
  
  
- How has the community developed since the last report?
- 
- 
- 
- How has the project developed since the last report?
+ How has the community developed since the last report?
  
+   The Github repository has scored 602 stars and 205 forks.
+   There were 107, 73 and 37 emails from dev@ list in March 2016, April 2016 and May 2016
respectively.
+   There were 9, 35, and 30 commits in March 2016, April 2016 and May 2016.
  
  
- Date of last release:
+ How has the project developed since the last report?
  
-   XXXX-XX-XX
+   In April 2016, we released our third version, i.e. v0.3.0, with the following major features:
+       * Training on GPU cluster
+       * Python wrapper improvements
+       * New SGD updaters 
+       * Remove several dependencies for single node training.
+       * Heterogeneous training with CPU and GPU.
+       * Support cuDNNv4.    
+     
+   In May, we started working on the first major release (v1.0) with the following notable
features(http://singa.apache.org/develop/schedule.html):
+     * Cross-platform
+     * Support heterogeneous hardware: CUDA, OpenCL
+     * Enhance programming abstraction, focusing on Tensor as core abstraction. 
+     * Python binding, cloud integration (Spark, Hadoop, etc.)
+     * Runtime optimization. 
  
- When were the last committers or PMC members elected?
+   We are working on a system called Rafiki which uses SINGA to provide deep learning as
a service and has the following features:
+     * Sharing of pre-training models
+     * Visualizing training progress
+     * Configuring model via GUI (web browsers)
  
+ Date of last release:
+ 
+   2016-04-20
+ 
+ When were the last committers or PMC members elected?
+ 
+ N/A
  
  
  Signed-off-by:

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