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Yes, it is true that tensorflow-gpu was removed. But if you are looking to train your model with your GPU, you will need tensorflow-gpu. Since tensorflow-gpu has been removed from the recent versions of tensorflow, you need to install an older version of tensorflow, i.e., version 2.8. I faced the same problem and fixed it with version 2.8.
The error is in installing TensorFlow.I don't know to tackle it.
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