I forgot to say that this is the message you get if you try to use
nvidia-smi from the terminal with iGPU as primary display:

$ watch -n 1 nvidia-smi

Every 1,0s: nvidia-smi
Mon Oct 10 13:24:51 2016

NVIDIA-SMI couldn't find libnvidia-ml.so library in your system. Please make 
sure that the NVIDIA Display Driver is properly installed and present in your 
system.
Please also try adding directory that contains libnvidia-ml.so to your system 
PATH.

** Description changed:

  Related links:
  
https://devtalk.nvidia.com/default/topic/876441/linux/monitoring-nvidia-gpu-when-intel-igpu-as-primary-display/
  
  https://devtalk.nvidia.com/default/topic/970144/linux/intel-for-display-
  nvidia-for-cuda-optimus-bug-/
  
  So the problem is that you can not monitor the temperature with nvidia-
  smi and also can't set the fan speed if iGPU is as a primary display
  selected from Prime profiles in Nvidia-Settings.
  
  In the second link it is mentioned a workaround that might give a clue
  about the cause of the problem. That is, I think 'nvidia-smi " should
  work by default without running this workaround as root.
  
  To make it clear, nvidia-smi works as expected if you have selected
  nvidia gpu as the primary display.
  
+ Tested with nvidia-361 from official Ubuntu 16.04 repos. Installed libcuda1 
and nvidia-prime packages.
  ====
  
- As additional information regarding this PPA Proprietary GPU Drivers (since 
it is the only way Ubuntu users can update the drivers with .deb packages):
+ As additional information regarding the Proprietary GPU Drivers PPA (since it 
is the only way Ubuntu users can update the drivers with .deb packages):
  https://launchpad.net/~graphics-drivers/+archive/ubuntu/ppa
  
  If you install the drivers from the PPA (I tested 370.28 and 367.44) and
  iGPU as the primary display using PRIME, you can not even able to use
  CUDA in applications such as Blender/Cycles (CUDA is not available in
- Blender for GPU compute). This problem does not occur with drivers from
- official repositories of Ubuntu, for example 361.42 is working well in
- Kubuntu 16.04. So I do not know if it is because PPA packages are built
- differently from the official repository. It would be good you to take a
- look at this.
+ Blender for GPU compute). This problem (not having CUDA available) does
+ not occur with drivers from official repositories of Ubuntu, for example
+ 361.42 is working well in Kubuntu 16.04. So I do not know if it is
+ because PPA packages are built differently from the official repository.
+ It would be good you to take a look at this.
  
  Thanks.
- 
  
  System and Hardware specs:
  
  i7 3770 - HD 4000
  GTX 960
  Kubuntu 16.04 64bits
  
  $ lspci | grep -i vga
  00:02.0 VGA compatible controller: Intel Corporation Xeon E3-1200 v2/3rd Gen 
Core processor Graphics Controller (rev 09)
  01:00.0 VGA compatible controller: NVIDIA Corporation GM206 [GeForce GTX 960] 
(rev a1)
  
  $ uname -r
  4.4.0-38-generic
  
  nvidia 361 from official Ubuntu 16.04 repos. Installed libcuda1 and
  nvidia-prime packages.

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https://bugs.launchpad.net/bugs/1632019

Title:
  [*buntu 16.04 / PRIME] nvidia-smi not work if iGPU as the primary
  display

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