I could not get accurate description that aids to my understanding of inner blocking size parameter that is used in many LAPACK routines(such as DGEQRT, DLARFB).
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You achieve ideal blocking, if your block fits in your cache. If it does not, it will cost you way more performance. So you have to fit the block size to cache size.