tensorflow: Could not load dynamic library 'cudart64_110.dll'; dlerror: cudart64_110.dll not found
Question:
So im trying to do some machine learning, and i want to make use of my gpu.
Im on tensorflow version 2.6.0(i also tried tensorflow-gpu).I installed CUDA 11.2 and cuDNN 8.1. Added everything to PATH like it says here https://www.tensorflow.org/install/gpu. However i still get the error that it cant find the cudart64_110.dll. The file even is in the ‘NVIDIA GPU Computing ToolkitCUDAv11.2bin’ directory. Anyone got an idea?
Answers:
I got the same error today. In previous version of tf, I need to install a Nvidia toolkit to get the file.
Here is the right toolkit for the cudart64_110.dll file: https://developer.nvidia.com/cuda-11.3.0-download-archive
Then just follow the installation guide. If you need more help or it doesnt work, just write it.
This error is most likely due to having an outdated Microsoft Visual C++ Redistributable for Visual Studio if you are using a Windows.
go ahead to https://docs.microsoft.com/en-us/cpp/windows/latest-supported-vc-redist?view=msvc-170 and install an updated version of Microsoft Visual C++ Redistributable that fits your system.
So im trying to do some machine learning, and i want to make use of my gpu.
Im on tensorflow version 2.6.0(i also tried tensorflow-gpu).I installed CUDA 11.2 and cuDNN 8.1. Added everything to PATH like it says here https://www.tensorflow.org/install/gpu. However i still get the error that it cant find the cudart64_110.dll. The file even is in the ‘NVIDIA GPU Computing ToolkitCUDAv11.2bin’ directory. Anyone got an idea?
I got the same error today. In previous version of tf, I need to install a Nvidia toolkit to get the file.
Here is the right toolkit for the cudart64_110.dll file: https://developer.nvidia.com/cuda-11.3.0-download-archive
Then just follow the installation guide. If you need more help or it doesnt work, just write it.
This error is most likely due to having an outdated Microsoft Visual C++ Redistributable for Visual Studio if you are using a Windows.
go ahead to https://docs.microsoft.com/en-us/cpp/windows/latest-supported-vc-redist?view=msvc-170 and install an updated version of Microsoft Visual C++ Redistributable that fits your system.