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fix QAT training tutorial? #11128

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@truher

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@truher

MODEL_DIR="gs://<path-to-model-directory>" # Change this for your run, for example, /tmp/model_dir.

Hi, I work with high school students who are struggling a bit with the tutorial material provided for QAT training. Would it be possible to provide examples that don't imply the use of cloud TPU (which is not allowed for the students)? There's also some confusion about the training data in this case, which doesn't seem to be referenced anywhere. thanks! @fyangf seems to have written this part.

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