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From Apache Wiki <wikidi...@apache.org>
Subject [Incubator Wiki] Update of "March2016" by AnhDinh
Date Wed, 02 Mar 2016 06:24:24 GMT
Dear Wiki user,

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

The "March2016" page has been changed by AnhDinh:
https://wiki.apache.org/incubator/March2016?action=diff&rev1=20&rev2=21

Comment:
Added March report for SINGA

  
  Three most important issues to address in the move towards graduation:
  
-   1.
-   2.
-   3.
+   1. Improve the system, including performance and features like distributed GPU training
ove a GPU cluster, R binding, etc.
+   2. Add more examples and documentation to attach users
+   3. Grow the community. We have been trying to reach out to a more diverse community of
developers and users by presenting SINGA for various audiences. Completing items 1 and 2 above
would attract more contributors and users.
  
  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 540 stars and 190 forks.
+ There were 60, 180 and 7 commits in Dec 2015, Jan 2016 and Feb 2016 respectively.
+ There were 77, 105, 13 emails from dev@ list in Dec 2015, Jan 2016 and Feb 2016 respectively.
  
  
- Date of last release:
+ How has the project developed since the last report?
  
-   XXXX-XX-XX
+ In Jan 2016, we released our second version, i.e., incubating-v0.2.0, with the following
major features:
  
- When were the last committers or PMC members elected?
+ * GPU support, which enables training of complex models on a single node with multiple GPU
cards.
+ * Hybrid neural net partitioning, which supports data and model parallelism at the same
time.
+ * Python wrapper, which makes it easy to configure the job, including neural net and SGD
algorithm.
+ * RNN model and BPTT algorithms, to support applications based on RNN models, e.g., GRU.
+ * Cloud software integration includes Mesos, Docker and HDFS.
  
+ Date of last release:
  
+   2016-01-14
+ 
+ When were the last committers or PMC members elected?
+ 
+ N/A
  
  Signed-off-by:
  

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