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We offer a novel approach to matrix-matrix multiplication computation on computing platforms with memory hierarchies. Constant-bandwidth (CB) blocks improve computation throughput for architectures limited by external memory bandwidth. Configuring the shape and size of CB blocks operating from within any memory hierarchy level (e.g., internal SRAM), we achieve high throughput while holding external bandwidth (e.g., with DRAM) constant. We explain how, surprisingly, CB blocks can maintain constant external bandwidth as computation throughput increases. Analogous to partitioning a cake into pieces, we dub our CB-partitioned system CAKE.
Kung et al. (Thu,) studied this question.
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