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They don't have to have the same block size, number of threads, etc.

as title.

Theoretically this might have lower numerical error since the scaling is in
fp32 instead of fp16 (not sure, I haven't thought too carefully about it).
However, in practice, the numerical errors seem about the same.

This speeds up the fwd by 1.5x.

To reduce smem usage for SM75

From 4KB per buffer to 2KB per buffer. This saves us 8KB of smem (each Q and dO
have 2 buffers)