[Python] tensorflow: Could not load dynamic library 'cudart64_110.dll'; dlerror:...

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 Toolkit\CUDA\v11.2\bin' directory. Anyone got an idea?

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