![]() ![]() For Visual Studio 2019, double click deviceQuery_vs2019.vcxproj and then “build” it under VS2019.All samples are in source format and we need to use Visual Studio to compile/build into an execuatable file (.exe). Go to C:\ProgramData\NVIDIA Corporation\CUDA Samples\v11.2 and compile some sample source files for testing of CUDA.We perform the following steps to verify the CUDA installation: You may skip this step but I highly recommend you do so before going to the next step.īefore the verification, we need to copy all files in C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.2\extras\visual_studio_integration\MSBuildExtensions to C:\Program Files (x86)\Microsoft Visual Studio\2019\Community\MSBuild\Microsoft\VC\v160\BuildCustomizations. ![]() This is vital, otherwise we cannot use the GPU for computing. So after installation of CUDA Toolkit, we need to verify that the CUDA software platform is able to talk with the GPU hardware. CUDA is a software layer that gives direct access to the GPU’s virtual instruction set and parallel computational elements, for the execution of compute kernels. I am using the 11.2.0 version and I think it should be fine for 11.2.1 and 11.2.2 as they are minor upgrade to the 11.2 version.Īnd the file is huge (2.8GB), so take a break.Īccording to Wikipedia, CUDA (or Compute Unified Device Architecture) is a parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing unit (GPU) for general purpose processing – an approach called general-purpose computing on GPUs (GPGPU). As of Dec 2021, TensorFlow only supports CUDA 11.2 or older version. Don’t click “Download Latest CUDA Toolkit” as it typically will not give the right version for your system. It is a must that you download the version which supports your Python and TensorFlow versions. Navigate to the CUDA supporting website and download the CUDA Toolkit for your system. After download the driver file, just follow the screen instructions to install the driver for your card. The file size is more than 500MB, so it may take a few seconds. Go to NVIDIA’s download website and download the driver for your video card. You may not use it but it comes with the C compiler which is required to drive the GPU support. Visual Studio is a very powerful Integrated Development Environment (IDE) for programmers. Just go to the Microsoft website and download the Visual Studio 2019 or newer version (as of Dec 2021, it is version 2022). Install the Microsoft Visual C (MSVC) compiler
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