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A Hardware-Friendly Tiled Singular-Value Decomposition-Based Matrix Multiplication for Transformer-Based Models.
Hailong Li
Jaewan Choi
Yongsuk Kwon
Jung Ho Ahn
Published in:
IEEE Comput. Archit. Lett. (2023)
Keyphrases
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singular value decomposition
low rank
matrix multiplication
dimension reduction
latent semantic indexing
singular values
probabilistic model
d objects
least squares
information retrieval
computer vision
image sequences
higher order
model selection
data matrix