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Einstein sum einsum
2022-07-05 18:11:00 【Gy Zhao】
numpy There is one of them. einsum, Einstein's summation , It is convenient to perform linear algebraic operations on matrices or arrays in the form of notation .
einops
einops Packages provide similar detailed interfaces to cover other operations : Transposition 、 restore / Flattening 、 repeat / tile 、 extrusion / Cancel extrusion and reduction .
opt_einsum
opt_einsum Optimizing in a back-end independent manner is similar einsum The contraction order of the expression of .
above 3 Software packages are commonly used 3 Kind of , It is often seen in neural networks and linear algebra .
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