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Replace apex with torch.cuda.amp & transformer and python latest version #1257

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No need to install Apex. Automatic mixed precision is achieved with torch.cuda.amp.

Additionally, do training using Python 3.9 and above, and the Transformer library version 4.28 and above.

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@microsoft-github-policy-service agree

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