The latest requirements for running TensorFlow are documented in the installation documentation.
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TensorFlow only supports 64-bit Python
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TensorFlow only supports certain versions of Python (for example, Python 3.6 is not supported)
So, if you’re using an out-of-range version of Python (older or newer) or a 32-bit version, then you’ll need to use a different version.