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Tensorflow not recognising/seeing my GPU

I have installed CUDA 10.1 and cuDNN 7.6.5. I checked the path in environment variables and it was the same as what was in a tutorial. I then created a new environment in anaconda and installed cudatoolkit 10.1 and cudnn 7.6.5. After, I installed tensorflow version 2.3.0. Then I tried tf.test.is_built_with_cuda(), which returned False. Also, print(device_lib.list_local_devices()) only showed my CPU. I tried restarting my laptop which didn’t seem to do anything and I have been trying different solutions for hours. I feel like I’m going crazy now and can’t think what could be wrong. Any help here would be massively appreciated.

My GPU is a GTX 1060 if that is any help.

submitted by /u/feynstein17
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