This project implements sparse data structures (1D sparse array and 2D sparse matrix) using doubly linked lists. Instead of storing large arrays and matrices full of zeros (wasting time and memory), ...
The last example suggests that the tensordot function can contract multidimensional sparse tensors, say a 3 x 4 x 5 tensor A with a 4 x 3 x 2 tensor B where the first axis of the A is contracted with ...
Abstract: Numerous studies have proposed hardware architectures to accelerate sparse matrix multiplication, but these approaches often incur substantial area and power overhead, significantly ...