MATRIX PROCESSING APPARATUS

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Disclosed are an apparatus, methods, and systems including a system for converting sparse elements into a dense matrix. The system is configured to : receive a request for an output matrix based on sparse elements including sparse elements associated with a first dense matrix and sparse elements associated with a second dense matrix; acquire the sparse elements associated with the first dense matrix fetched by a first group of sparse element access units; acquire the sparse elements associated with the second dense matrix fetched by a second group of sparse element access units; and convert the sparse elements associated with the first dense matrix and the sparse elements associated with the second dense matrix to generate an output dense matrix including the sparse elements associated with the first dense matrix and the sparse elements associated with the second dense matrix.(100) Computing system(102) Process unit(104) Scarcity-density conversion unit(106a, 106b, 106k) Data shardCOPYRIGHT KIPO 2019