Installing tensorflow with GPU support for windows 10

I think it’s fair to say Tensorflow with GPU support is a pain to install.

What is currently the recommended / easiest way to install the latest tensorflow for Windows 10?

I successfully installed tensorflow-gpu from Anaconda but the tensorflow version is limited to 2.3.

Additional questions:

  1. What should we use to install the latest versions? (pip / anaconda)

  2. Does anyone have a good step-by-step guide ? I found the tensorflow documentation to be horrible and most of the online guides are outdated

  3. Do we actually need the tensorflow-gpu package from Anaconda? I thought tensorflow-gpu was part of tensorflow since tfv2.

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