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Error using parallel.g​pu.CUDADev​ice.hBuild An unexpected error occurred trying to retrieve CUDA device properties. The CUDA error was: CUDA_ERROR_UNKNOWN

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Pramod Rao
Pramod Rao 2018-2-16
评论： Nikita Belousov 2021-10-31
Hello I am getting error while running nueral network programs the error is "Error using parallel.gpu.CUDADevice.hBuild An unexpected error occurred trying to retrieve CUDA device properties. The CUDA error was: CUDA_ERROR_UNKNOWN" few days back it used to run properly from 2 days it is displaying this error. even i tried updating drivers no use. please help me .
  2 个评论
mohammed
mohammed 2019-3-13
Error
Training throws the error 'CUDA_ERROR_UNKNOWN'
Description
Sometimes, the GPU throws this error when it is being used for both compute and display requests from the OS.
Possible Solution
Try reducing the mini-batch size using the 'MiniBatchSize' option of trainingOptions. If reducing the mini-batch size does not work, then in Windows®, try adjusting the Timeout Detection and Recovery (TDR) settings. For example, change the TdrDelay from 2 seconds (default) to 4 seconds (requires registry edit).

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采纳的回答

pradeep pc
pradeep pc 2019-3-16
2019-03-16 (2).png
select high performance option for MATLAB on NVIDIA control panel to solve. It works :)
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更多回答（4 个）

Pramod Rao
Pramod Rao 2018-2-19
Matlab version 2017a , Lenovo Laptop Windows 10 ,4gb ram,1gb Graphic card , nvidia GEFORCE GT610 The error is
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Joss Knight
Joss Knight 2018-3-17
These mobile graphics chips are very flaky for CUDA execution because of their power requirements. Try rebooting; also, go to the NVIDIA Control Panel, Manage 3D Settings, then ensure that in Program Settings, when MATLAB is selected, the High-performance NVIDIA processor is the preferred graphics processor.
mohammed
mohammed 2019-3-13
Error
Training throws the error 'CUDA_ERROR_UNKNOWN'
Description
Sometimes, the GPU throws this error when it is being used for both compute and display requests from the OS.
Possible Solution
Try reducing the mini-batch size using the 'MiniBatchSize' option of trainingOptions. If reducing the mini-batch size does not work, then in Windows®, try adjusting the Timeout Detection and Recovery (TDR) settings. For example, change the TdrDelay from 2 seconds (default) to 4 seconds (requires registry edit).

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M. Mubashir Hussain
I am getting the following error when I try to train my network : Error using parallel.gpu.CUDADevice.hBuild
An unexpected error occurred trying to retrieve CUDA device properties. The CUDA error was:
CUDA_ERROR_UNKNOWN
I an using Nvidia Geforce GTX 1050 TI GPU on my Windows 10 Laptop. When I restart Matlab, error goes away but reappears when I train network again. I have the latest Nvidia driver. I feel that I hve started getting this error after I installed Cuda toolkit 9 and CuDNN libraries to make tensorflow for GPU work?
Interestingly my GPU is dectable using the various MATLAB commands.
  1 个评论
mohammed
mohammed 2019-3-13
Error
Training throws the error 'CUDA_ERROR_UNKNOWN'
Description
Sometimes, the GPU throws this error when it is being used for both compute and display requests from the OS.
Possible Solution
Try reducing the mini-batch size using the 'MiniBatchSize' option of trainingOptions. If reducing the mini-batch size does not work, then in Windows®, try adjusting the Timeout Detection and Recovery (TDR) settings. For example, change the TdrDelay from 2 seconds (default) to 4 seconds (requires registry edit).

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M. Mubashir Hussain
Any replies please? The only solution is to restart MATLAB everytime this error occur? Any other solution please?
  1 个评论
mohammed
mohammed 2019-3-13
Error
Training throws the error 'CUDA_ERROR_UNKNOWN'
Description
Sometimes, the GPU throws this error when it is being used for both compute and display requests from the OS.
Possible Solution
Try reducing the mini-batch size using the 'MiniBatchSize' option of trainingOptions. If reducing the mini-batch size does not work, then in Windows®, try adjusting the Timeout Detection and Recovery (TDR) settings. For example, change the TdrDelay from 2 seconds (default) to 4 seconds (requires registry edit).

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M. Mubashir Hussain
I am now getting this error:
Error using gpuDevice
An unexpected error occurred trying to retrieve CUDA device properties. The CUDA error was:
CUDA_ERROR_UNKNOWN
  3 个评论
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mohammed
mohammed 2019-3-13
Error
Training throws the error 'CUDA_ERROR_UNKNOWN'
Description
Sometimes, the GPU throws this error when it is being used for both compute and display requests from the OS.
Possible Solution
Try reducing the mini-batch size using the 'MiniBatchSize' option of trainingOptions. If reducing the mini-batch size does not work, then in Windows®, try adjusting the Timeout Detection and Recovery (TDR) settings. For example, change the TdrDelay from 2 seconds (default) to 4 seconds (requires registry edit).
Oscar
Oscar 2019-6-27
I have the same error, what works for me is using the command: gpuDevice(1)
I was hoping to find a better alternative to my solution, but maybe there's none other.

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