AMD driver crashes when using teamviewer

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I am setting up my mining rig and during the initial setup I had a monitor connected to one of the GPU. Once it is setup I wanted to access it uisng teamviewer. The problem I am having is that when I start cgminer when connect with teamviewer, one of the GPU crashes. This doesn't happen when directly connected to the monitor. Did anyone experience this before? how can this be resolved?

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I tried VNC now. VNC seems more stable than teamviewer. But it still crasher most time, but after a few restarts, I am able to get it working.  What I have noticed is that one of the card is getting underclocked. I have connected dummy plugs to both of them. Not sure why this is happening.

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I have found an interim solution for the problem. If I start cgminer with stock gpu and memory clocks, it seems to be starting fine most of the time. Once started, I am able to over clock it. The configuration is very stable, but I am just having issues starting remotely.

Any help is appreciated.