Why can't I run gpuDevice in MATLAB?

Question

Bhavanithya Thiraviaraja 2018-4-6

0
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此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/393051-why-can-t-i-run-gpudevice-in-matlab

编辑： Bhavanithya Thiraviaraja 2018-5-15

I am trying to use gpuArray function for my MATLAB code. I am getting the following error when trying to run gpuDevice,

Error using gpuDevice (line 26)
An unexpected error occurred during CUDA execution. The CUDA error was:
CUDA driver version is insufficient for CUDA runtime Version

Running parallel.gpu.GPUDevice.getDevice(1) gives this,

ans = 
CUDADevice with properties:
                      Name: 'Quadro M3000M'
                     Index: 1
         ComputeCapability: '5.2'
            SupportsDouble: 1
             DriverVersion: 8
            ToolkitVersion: 8
        MaxThreadsPerBlock: 1024
          MaxShmemPerBlock: 49152
        MaxThreadBlockSize: [1024 1024 64]
               MaxGridSize: [2.1475e+09 65535 65535]
                 SIMDWidth: 32
               TotalMemory: 4.2950e+09
           AvailableMemory: NaN
       MultiprocessorCount: 8
              ClockRateKHz: 924000
               ComputeMode: 'Default'
      GPUOverlapsTransfers: 1
    KernelExecutionTimeout: 1
          CanMapHostMemory: 1
           DeviceSupported: 1
            DeviceSelected: 0

and

>> parallel.internal.gpu.CUDADriverVersion
ans =
      '6.14.13.6213 (362.13)'

Other Details,

MATLAB Version = 2017a with parallel computing Toolbox
Platform = Windows 7

MATLAB 2017a has CUDA toolkit Version 8.0. The Driver Version also seems to be 8. Then why is there an erorr? or am I wrong about the Driver Version?

Please help me with this!

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Joss Knight 2018-4-15

No, you don't need to install the CUDA SDK (i.e. Toolkit) to use gpuArray, only the driver. You only need the toolkit to compile your own CUDA code (to use mexcuda for instance). The toolkit comes with a driver so often that's the way people get their driver; nothing but that will actually be used by MATLAB.

Bhavanithya Thiraviaraja 2018-4-24

I get it. Thank you for Clearing the doubt

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Answer 1

Bhavanithya Thiraviaraja 2018-5-15

0
链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/393051-why-can-t-i-run-gpudevice-in-matlab#answer_320252

编辑：Bhavanithya Thiraviaraja 2018-5-15

在 MATLAB Online 中打开

The error is resolved now. I updated the NVIDIA Driver to 391.33 and it worked. Updated details are as below,

>> gpuDevice

ans = CUDADevice with properties:

                      Name: 'Quadro M3000M'
                     Index: 1
         ComputeCapability: '5.2'
            SupportsDouble: 1
             DriverVersion: 9.1000
            ToolkitVersion: 8
        MaxThreadsPerBlock: 1024
          MaxShmemPerBlock: 49152
        MaxThreadBlockSize: [1024 1024 64]
               MaxGridSize: [2.1475e+09 65535 65535]
                 SIMDWidth: 32
               TotalMemory: 4.2950e+09
           AvailableMemory: 3.8116e+09
       MultiprocessorCount: 8
              ClockRateKHz: 924000
               ComputeMode: 'Default'
      GPUOverlapsTransfers: 1
    KernelExecutionTimeout: 1
          CanMapHostMemory: 1
           DeviceSupported: 1
            DeviceSelected: 1