Results 2 issues of Ashkan

Summary: Other examples in Opacus follow this logic for arguments related to batch size: - batch_size and batch_size_test CIFAR-10 still uses the `sample_rate * len(train_data)`. This diff updates that, to...

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Differential Revision: D37811390

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