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CAMPuS: Concurrent Acceleration of Memory Access and Parallel Processing in Near-Memory SpMV Architecture

Sparse matrix-vector multiplication (SpMV) is one of the key computations in many deep-learning networks. However, the performance to compute SpMV is often limited by the DRAM bandwidth. To resolve such DRAM bandwidth issues, several studies have proposed DIMM-based near-memory processing (NMP) arch...

Ausführliche Beschreibung

Gespeichert in:
Bibliografische Detailangaben
Hauptverfasser: Kwangrae Kim, Ki-Seok Chung
Format: Artigo
Sprache:Inglês
Veröffentlicht: IEEE 2024-01-01
Schriftenreihe:IEEE Access
Schlagworte:
Online-Zugang:https://ieeexplore.ieee.org/document/10807171/
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