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The following commit(s) were added to refs/heads/master by this push:
     new 567a524  [SINGA-405] Recommend using official releases
567a524 is described below

commit 567a5247910ae46488c15f0cc7eba292d37652b0
Author: Moaz Reyad <[email protected]>
AuthorDate: Thu Sep 5 10:46:52 2019 +0200

    [SINGA-405] Recommend using official releases
    
    Recommend using docker images for official releases instead of docker 
nightly builds.
---
 doc/en/docs/installation.md | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/doc/en/docs/installation.md b/doc/en/docs/installation.md
index 6864698..780053c 100644
--- a/doc/en/docs/installation.md
+++ b/doc/en/docs/installation.md
@@ -65,11 +65,11 @@ Install Docker on your local host machine following the 
[instructions](https://d
 
 1. CPU-only. 
 
-       docker run -it apache/singa:nightly-cpu /bin/bash
+       docker run -it apache/singa:2.0.0-cpu /bin/bash
 
 2. With GPU enabled. Install 
[Nvidia-Docker](https://github.com/NVIDIA/nvidia-docker) after install Docker.
 
-        nvidia-docker run -it apache/singa:nightly-gpu /bin/bash
+        nvidia-docker run -it apache/singa:2.0.0-gpu /bin/bash
 
 3. For the complete list of SINGA Docker images (tags), visit the [docker hub 
site](https://hub.docker.com/r/apache/singa/). For each docker image, the tag 
is named as
         
@@ -81,7 +81,8 @@ Install Docker on your local host machine following the 
[instructions](https://d
     | `cpu` | the image cannot run on GPUs |  'cpu' |
     | `gpu` | the image can run on Nvidia GPUs| 'gpu', or 'cudax.x-cudnnx.x' 
e.g., 'cuda10.0-cudnn7.3'|
     | `devel`| indicator for development|if absent SINGA Python package is 
installed for runtime only; if present, the building environment is also 
created, you can recompile SINGA from source at '/root/incubator-singa'
-    |
+
+* Please note that using the nightly built images is not recommended excpet 
for SINGA development and testing. Using an official release is recommended. 
Official releases have version numbers such as '2.0.0' and '1.2.0'.
 
 ## From source
 
@@ -116,4 +117,4 @@ You can [build and install SINGA](../develop/build.md) from 
the source code usin
 * Q: When I run SINGA in Mac OS X, I got the error "Fatal Python error: 
PyThreadState_Get: no current thread  Abort trap: 6"
 
     A: This error happens typically when you have multiple versions of Python 
in your system, e.g, the one comes with the OS and the one installed by 
Homebrew. The Python linked by SINGA must be the same as the Python 
interpreter. You can check your interpreter by `which python` and check the 
Python linked by SINGA via `otool -L <path to _singa_wrap.so>`.
-    This problem should be resolved if SINGA is installation via conda.
\ No newline at end of file
+    This problem should be resolved if SINGA is installation via conda.

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