How to Check If TensorFlow Is Using NVIDIA CuDNN on Windows 10/11

NVIDIA cuDNN or NVIDIA CUDA Deep Neural Community is a library of widespread capabilities that’s used to speed up the AI/ML coaching utilizing NVIDIA GPUs.

On this article, we’ll present you the way to examine whether or not TensorFlow can entry the NVIDIA cuDNN libraries. This lets you confirm whether or not the NVIDIA cuDNN library is efficiently put in in your Home windows 10/11 system.

For those who learn this text to put in NVIDIA cuDNN in your Home windows 10/11 system, the NVIDIA cuDNN DLL recordsdata ought to be within the C:Program FilesNVIDIACUDNNCUDA12_8.xbin (for cuDNN for CUDA 12) or C:Program FilesNVIDIACUDNNCUDA11_8.xbin (for cuDNN for CUDA 11) folder path. You will see the “cudnn64_8.dll” DLL file on this path.

To confirm whether or not TensorFlow can entry the NVIDIA cuDNN library recordsdata, you’ll be able to examine whether or not Python can discover the NVIDIA cuDNN “cudnn64_8.dll” DLL file. If Python can discover this DLL file, it can additionally have the ability to discover the opposite NVIDIA cuDNN DLL recordsdata which you can see within the following screenshot:

First, open a Terminal app on Home windows 10/11 and run the next command to entry the Python CLI interpreter:

Then, import the “ctypes” Python module and examine whether or not the NVIDIA cuDNN “cudnn64_8.dll” DLL file is accessible with the next strains of codes:

$ import ctypes

$ ctypes.WinDLL(“cudnn64_8.dll”)

If Python can entry the NVIDIA cuDNN library DLL recordsdata, it prints the deal with ID and the reminiscence location the place the “cudnn64_8.dll” DLL file is loaded. Since Python can entry the NVIDIA cuDNN library DLL recordsdata, TensorFlow also can entry it. It implies that TensorFlow also can use the NVIDIA cuDNN library capabilities in your Home windows 10/11 system.

A black background with white text Description automatically generated

Conclusion

On this article, we confirmed you the way to confirm whether or not TensorFlow can use the NVIDIA cuDNN library on the Home windows 10/11 working techniques.

Info: This put up is rewritten with inspiration from the unique URL. Please click on on the supply hyperlink to learn the unique put up

Supply Hyperlink : https://linuxhint.com/tensorflow-nvidia-cudnn-windows-10-11/

Related Articles

Back to top button
close