Similar to matrix-vector multiplication, there are multiple ways to interpret matrix-matrix multiplication. The most common one (and by definition) is the inner product interpretation:
Interpret Matrix Multiplication as a Set of Matrix-vector Multiplications
For matrix vector multiplication
Analogously, if we represent