Update README.md #4
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PR only contains formatting changes.
Unrelated, but did you test the torch compile modes?
reduce_overheadis frequently misunderstood as "reduce the compilation overhead" even though it means "reduce the kernel launch overhead by allocating more memory and doing less async"