Make q, k, and v contiguous to get better performance for normalize #56
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Make q, k, and v contiguous to get better performance for normalize.
After the rearrange operations for q, k, and v, normalizations on the last dim for q and k will be applied. The non-contiguous memory format makes the performance of normalize on the last dim poor.