Short answer is no. You can't run two CUDA process unless the developer put
some contention method to avoid such collisions

Long answer in the CUDA handbook:

Some devices of compute capability 2.0 can execute multiple kernels
concurrently. Applications may query this capability by calling
cudaGetDeviceProperties() and checking theconcurrentKernels property.
The maximum number of kernel launches that a device can execute concurrently
is four.
A kernel from one CUDA context cannot execute concurrently with a kernel
from another CUDA context.
Kernels that use many textures or a large amount of local memory are less
likely to execute concurrently with other kernels.

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On Tue, Nov 23, 2010 at 12:03, Marcus N Schmidt <[email protected]>wrote:

> I should note that we have a single GeForce GTX 470 card on the workstation
> and have installed the latest CUDA drivers and toolkit (3.2).
>  *
> Marcus N Schmidt*
> Department of Child & Adolescent Psychiatry
> Erasmus MC
> Rotterdam, The Netherlands
>
>
>
> On Nov 23, 2010, at 2:51 PM, Marcus N Schmidt wrote:
>
> Hello,
>
> Is there a limit to how many processes can use CUDA at the same time? I
> just setup a new Linux workstation and am delving into FreeSurfer w/ CUDA.
> I'm getting the following error:
>
> Acquiring CUDA device
> Using default device
> CUDA Error in file 'devicemanagement.cu' on line 46 : all CUDA-capable
> devices are busy or unavailable.
> Linux rietveld 2.6.18-194.26.1.el5 #1 SMP Tue Nov 9 12:54:20 EST 2010
> x86_64 x86_64 x86_64 GNU/Linux
>
> Thanks,
> Marcus
>  *
> Marcus N Schmidt*
> Erasmus MC
> Rotterdam, The Netherlands
>
>
>
>
>
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