How does BLAS sgemm/dgemm work?

Blas typically uses column-major matrices (like Fortran), hence A = 1 2; 3 4 means 1 3| A = | | |2 4 and the result is correct (assuming that your Python library does the same). See this read-me.

Blas typically uses column-major matrices (like Fortran), hence A = 1 2; 3 4 means |1 3| A = | | |2 4| and the result is correct (assuming that your Python library does the same). See this read-me.

The result you have indicates sgemm had computed A*A' rather than A'*A as you wanted. The simple solution is to switch the two inputs to the function.

Designed for integers, which also work correctly for floating point. ... well, that doesn't work, does it? Integer code nearly always assumes things like, x + 1!

(x + y) - y == x.

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