Add document section explaining autocast nesting (#7883)
Add a document section clarifying the behavior of nesting autocast and
why/when we need it.
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Signed-off-by: Masahiro Tanaka <mtanaka@anyscale.com>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>
