leezu commented on a change in pull request #18904:
URL: https://github.com/apache/incubator-mxnet/pull/18904#discussion_r476588681



##########
File path: config/linux_gpu.cmake
##########
@@ -30,6 +30,10 @@
 #  $ cmake ..
 #  $ cmake --build .
 #
+#  or you can specify the particular GPU architecture by
+#
+#  $ cmake .. -DMXNET_CUDA_ARCH=7.0

Review comment:
       @samskalicky I'm totally for highlighting the `MXNET_CUDA_ARCH` option 
at the top of this file. My concern is more general, in that a few months ago 
we started of with asking users to specify options via the `-D` arguments to 
`cmake ..`, but reviewers pushed for using a config file. Now you documented 
inside the config file how to use the `-D` option.
   
   Thus let's be consistent and highlight the `MXNET_CUDA_ARCH` option, while 
recommending users to edit the value of `MXNET_CUDA_ARCH` 20 lines below. I'm 
afraid there may be confusion if we ask inside the config file that users 
should use the `-D` option to overwrite the config file. WDYT?
   
   We may also add a README file in the `config/` directory and explain that 
all optiions can be overwritten by passing a new value via `-D` to `cmake`.
   
   Finally, your initial explanation for the `-DMXNET_CUDA_ARCH` option was 
easy to understand, so it would be great to use it to improve the existing 
documentation.




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